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hi-++0%QXF`>{E}5DN}C_lacr`nK0ex%y_H6{y)MPCWin3 diff --git a/paper/figures/figure_3.ipynb b/paper/figures/figure_3.ipynb index a025ebb..f4550b3 100644 --- a/paper/figures/figure_3.ipynb +++ b/paper/figures/figure_3.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 16, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -91,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -124,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -133,7 +133,7 @@ "" ] }, - "execution_count": 5, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, @@ -181,21 +181,31 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "PearsonRResult(statistic=0.660850616042986, pvalue=0.0)\n" + "PearsonRResult(statistic=0.660850616042986, pvalue=0.0)\n", + "0.6612894586756488\n", + "0.7339263612260802\n" ] } ], "source": [ "from scipy.stats import pearsonr\n", + "from sklearn.metrics import mean_absolute_error \n", "print(pearsonr(fastprop_solprop_predictions['logS_true'],\n", - " fastprop_solprop_predictions['logS_pred']))" + " fastprop_solprop_predictions['logS_pred']))\n", + "\n", + "\n", + "print(mean_absolute_error(fastprop_solprop_predictions['logS_true'],\n", + " fastprop_solprop_predictions['logS_pred']))\n", + "\n", + "print(mean_absolute_error(leeds_all['logS_true'],\n", + " leeds_all['logS_pred']))" ] }, { @@ -207,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -224,7 +234,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -243,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -252,7 +262,7 @@ "" ] }, - "execution_count": 9, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, @@ -308,6 +318,28 @@ " chemprop_solprop_predictions['logS_pred']))" ] }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.6661554501899718\n", + "0.7730525228132716\n" + ] + } + ], + "source": [ + "print(mean_absolute_error(chemprop_solprop_predictions['logS_true'],\n", + " chemprop_solprop_predictions['logS_pred']))\n", + "\n", + "print(mean_absolute_error(leeds_all_chemprop['logS_true'],\n", + " leeds_all_chemprop['logS_pred']))" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -414,20 +446,14 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] @@ -580,9 +606,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=[6.4*3,4.8*2.5])\n", "ax1 = plt.subplot2grid(shape=(2,3), loc=(0,0), colspan=1)\n", @@ -602,10 +648,10 @@ "x, y, z = leeds_all_solprop['logS_true'][idx], leeds_all_solprop['logST (method1) [log10(mol/L)]'][idx], z[idx]\n", "\n", "\n", - "sc = ax1.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n", - "cbar = plt.colorbar(sc, ax=ax1)\n", - "cbar.set_label('Density')\n", - "#ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n", + "# sc = ax1.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n", + "# cbar = plt.colorbar(sc, ax=ax1)\n", + "# cbar.set_label('Density')\n", + "ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n", "\n", "\n", "ax1.set_xlim([-6, 3])\n", @@ -621,7 +667,7 @@ "ax1.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_solprop):.2f}\", fontsize = 20)\n", "ax1.text(-0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_leeds_solprop:.1f}\", fontsize = 20)\n", "ax1.text(-7, 6.5, \"a\", weight='bold', fontsize = 30)\n", - "\n", + "ax1.text(-10, -3, \"Leeds Test Data\", rotation = 'vertical')\n", "\n", "ax2 = plt.subplot2grid(shape=(2,3), loc=(0,1), colspan=1)\n", "\n", @@ -689,6 +735,7 @@ "ax4.text(0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_solprop_solprop:.1f}\", fontsize = 20)\n", "ax4.spines[['right', 'top']].set_visible(False)\n", "ax4.text(-7, 3.5, \"d\", weight='bold', fontsize = 30)\n", + "ax4.text(-10, -4, \"SolProp Test Data\", rotation = 'vertical')\n", "\n", "\n", "ax5 = plt.subplot2grid(shape=(2,3), loc=(1,1), colspan=1)\n", @@ -731,6 +778,13 @@ "plt.subplots_adjust(hspace=0.3)\n", "plt.show()\n" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/paper/figures/figure_4.ipynb b/paper/figures/figure_4.ipynb index 9d6c313..0775e10 100644 --- a/paper/figures/figure_4.ipynb +++ b/paper/figures/figure_4.ipynb @@ -897,7 +897,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -911,7 +911,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -931,7 +931,7 @@ "\n", "\n", "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", " chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n", " linestyle=\"none\",\n", " linewidth = 1,\n", @@ -943,25 +943,25 @@ " capsize = 5, \n", " fmt='none'\n", ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", - " linestyle=\"-\",\n", - " linewidth = 1,\n", - " color='black',\n", - " marker=\"d\",\n", - " markersize=10,\n", - " yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]*10 , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "\n", + "# ax1.errorbar(\n", + "# np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", + "# chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", + "# linestyle=\"-\",\n", + "# linewidth = 1,\n", + "# color='black',\n", + "# marker=\"d\",\n", + "# markersize=10,\n", + "# yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", + "# markeredgecolor = 'black',\n", + "# capsize=5, \n", + "# fmt='none'\n", + "# )\n", + "#ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", "\n", "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " np.array(training_size)[np.r_[0, 3:9]] *10,\n", " fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n", " linestyle=\"-\",\n", " linewidth = 1,\n", @@ -973,30 +973,30 @@ " capsize=5, \n", " fmt='none'\n", ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", - " linestyle=\"-\",\n", - " linewidth = 1,\n", - " color='black',\n", - " marker=\"d\",\n", - " markersize=10,\n", - " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", - "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[3],alpha = 0.6)\n", - "ax1.set_xlabel(\"Training experiments\")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10, fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "# ax1.errorbar(\n", + "# np.array(training_size)[np.r_[0, 3:9]] ,\n", + "# fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", + "# linestyle=\"-\",\n", + "# linewidth = 1,\n", + "# color='black',\n", + "# marker=\"d\",\n", + "# markersize=10,\n", + "# yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", + "# markeredgecolor = 'black',\n", + "# capsize=5, \n", + "# fmt='none'\n", + "# )\n", + "#ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10 , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "ax1.plot([], [], label=\"Descriptor model\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "#ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Graph model\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "#ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.fill_between([0, 52500], 0.7, 1.0, label=\"Aleatoric range\", color='lightgray',alpha = 0.6)\n", + "ax1.set_xlabel(\"# training datapoints\")\n", "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n", "ax1.set_ylabel(\"Test RMSE (logS)\")\n", - "ax1.set_xticks([0, 2500, 5000])\n", + "ax1.set_xticks([0, 25000, 50000])\n", "ax1.spines[['right', 'top']].set_visible(False)\n", "\n", "#ax1.title(\"Approaching Aleatoric Limit\")\n", @@ -1038,7 +1038,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -1292,7 +1292,7 @@ ], "metadata": { "kernelspec": { - "display_name": "PythonDeepChemENV2", + "display_name": "PythonDeepChemENV", "language": "python", "name": "python3" }, From 493feed5e67d38b2d403ad96535391fb65f76a09 Mon Sep 17 00:00:00 2001 From: lattia Date: Mon, 16 Dec 2024 16:14:20 -0500 Subject: [PATCH 3/3] Reorganization and cleanup of figures and model analysis Moved analysis functions to analysis/ folder Cleaned figure notebooks for easier reproduction --- .gitignore | 3 +- fastsolv/demo.ipynb | 7 + paper/analysis/__init__.py | 1 + paper/{figures => analysis}/appendix_B.ipynb | 139 +- .../error_analysis.ipynb | 457 +- paper/analysis/fastsolv_analysis/__init__.py | 0 .../fastsolv_analysis}/challenging.py | 0 .../fastsolv_analysis/gradient_analysis.py | 126 + .../fastsolv_analysis}/umap_plotter.py | 0 paper/analysis/fastsolv_analysis/util.py | 89 + paper/analysis/figure_2.ipynb | 47226 +++++++++++++++ paper/{figures => analysis}/figure_3.ipynb | 290 +- paper/analysis/figure_4.ipynb | 1186 + paper/{ => analysis}/figures/appendixB.png | Bin paper/{ => analysis}/figures/figure1.png | Bin paper/{ => analysis}/figures/figure2.png | Bin paper/{ => analysis}/figures/figure3.png | Bin paper/{ => analysis}/figures/figure4.png | Bin paper/analysis/temperature_gradients.ipynb | 623 + ...2020.106234sepOCCOCCOsepO=C(O)c1ccccc1.png | Bin 53470 -> 0 bytes paper/figures/aleatoric_limit.ipynb | 671 - paper/figures/challenging.ipynb | 640 - paper/figures/exploration.ipynb | 366 - paper/figures/figure_2.ipynb | 47351 ---------------- paper/figures/figure_4.ipynb | 1314 - paper/figures/parity.py | 18 - paper/figures/parity_blowup.ipynb | 154 - paper/figures/solprop_extrapolation.ipynb | 25254 --------- ...tCC1CCCCC1soluteCC(C)COc1cccc(B(O)O)c1.png | Bin 48755 -> 0 bytes ...rceCC1(C)[C@@H]2CC[C@@]1(C)[C@@H](O)C2.png | Bin 57390 -> 0 bytes paper/figures/temperature_gradients.ipynb | 1510 - paper/figures/water_comparison.ipynb | 90 - 32 files changed, 49416 insertions(+), 78099 deletions(-) create mode 100644 paper/analysis/__init__.py rename paper/{figures => analysis}/appendix_B.ipynb (50%) rename paper/{figures => analysis}/error_analysis.ipynb (52%) create mode 100644 paper/analysis/fastsolv_analysis/__init__.py rename paper/{figures => analysis/fastsolv_analysis}/challenging.py (100%) create mode 100644 paper/analysis/fastsolv_analysis/gradient_analysis.py rename paper/{figures => analysis/fastsolv_analysis}/umap_plotter.py (100%) create mode 100644 paper/analysis/fastsolv_analysis/util.py create mode 100644 paper/analysis/figure_2.ipynb rename paper/{figures => analysis}/figure_3.ipynb (63%) create mode 100644 paper/analysis/figure_4.ipynb rename paper/{ => analysis}/figures/appendixB.png (100%) rename paper/{ => analysis}/figures/figure1.png (100%) rename paper/{ => analysis}/figures/figure2.png (100%) rename paper/{ => analysis}/figures/figure3.png (100%) rename paper/{ => analysis}/figures/figure4.png (100%) create mode 100644 paper/analysis/temperature_gradients.ipynb delete mode 100644 paper/figures/10.1016j.jct.2018.09.017sepOCCOCCOsepc1ccc2c(c1)sc1ccccc12-10.1016j.jct.2020.106234sepOCCOCCOsepO=C(O)c1ccccc1.png delete mode 100644 paper/figures/aleatoric_limit.ipynb delete mode 100644 paper/figures/challenging.ipynb delete mode 100644 paper/figures/exploration.ipynb delete mode 100644 paper/figures/figure_2.ipynb delete mode 100644 paper/figures/figure_4.ipynb delete mode 100644 paper/figures/parity.py delete mode 100644 paper/figures/parity_blowup.ipynb delete mode 100644 paper/figures/solprop_extrapolation.ipynb delete mode 100644 paper/figures/source10.1016j.jct.2020.106234solventO=C1CCCCC1soluteO=C(O)c1ccccc1source10.1021acs.jced.0c00468solventCC1CCCCC1soluteCC(C)COc1cccc(B(O)O)c1.png delete mode 100644 paper/figures/source10.1021acs.jced.0c00468solventCC1CCCCC1sourceCC(C)COc1cccc(B(O)O)c1source10.1021acs.jced.9b00045solventCc1ccc(C(C)C)cc1sourceCC1(C)[C@@H]2CC[C@@]1(C)[C@@H](O)C2.png delete mode 100644 paper/figures/temperature_gradients.ipynb delete mode 100644 paper/figures/water_comparison.ipynb diff --git a/.gitignore b/.gitignore index b8fdf4a..7b3e88e 100644 --- a/.gitignore +++ b/.gitignore @@ -189,4 +189,5 @@ cython_debug/ #.idea/ final_absolute_performance_results/ old_results/ -results/ \ No newline at end of file +results/ +old_analysis/ \ No newline at end of file diff --git a/fastsolv/demo.ipynb b/fastsolv/demo.ipynb index 0a782fb..c3b1e15 100644 --- a/fastsolv/demo.ipynb +++ b/fastsolv/demo.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This demo notebook demonstrates how to query the packaged fastsolv model to predict the solubility of a solution. Input data must be structured as a dictionary with solvent_smiles, solute_smiles, and temperature keys containing the appropriate data for each solution. " + ] + }, { "cell_type": "code", "execution_count": 9, diff --git a/paper/analysis/__init__.py b/paper/analysis/__init__.py new file mode 100644 index 0000000..0efc83c --- /dev/null +++ b/paper/analysis/__init__.py @@ -0,0 +1 @@ +import fastsolv_analysis \ No newline at end of file diff --git a/paper/figures/appendix_B.ipynb b/paper/analysis/appendix_B.ipynb similarity index 50% rename from paper/figures/appendix_B.ipynb rename to paper/analysis/appendix_B.ipynb index dee0d66..17224ec 100644 --- a/paper/figures/appendix_B.ipynb +++ b/paper/analysis/appendix_B.ipynb @@ -2,13 +2,20 @@ "cells": [ { "cell_type": "code", - "execution_count": 328, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ChemeGrad2021\\AppData\\Roaming\\Python\\Python39\\site-packages\\pytorch_lightning\\utilities\\migration\\utils.py:56: The loaded checkpoint was produced with Lightning v2.3.1, which is newer than your current Lightning version: v2.2.4\n" + ] + } + ], "source": [ "from fastsolv import fastsolv\n", "from pathlib import Path\n", - "\n", "import numpy as np\n", "import pandas as pd\n", "import polars as pl\n", @@ -18,33 +25,37 @@ "from matplotlib import pyplot as plt\n", "import os\n", "import matplotlib.lines as mlines\n", - "\n", + "from fastsolv_analysis.util import query_fastsolv\n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ "matplotlib.rcParams.update({'font.style': 'normal'})\n", "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})" + "matplotlib.rcParams.update({'font.size': 26})\n", + "\n", + "colors = sns.color_palette(palette='Accent').as_hex()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set source directory" ] }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "def query_fastsolv(grouped_dataset, solute_smiles, min_temp, max_temp):\n", - " temperature_list = np.linspace(min_temp, max_temp, 20)\n", - " solvent_list = []\n", - " for solvent, row in grouped_dataset.loc[solute_smiles].iterrows():\n", - " solvent_list.append(solvent)\n", - " df_overall = pd.DataFrame()\n", - " for temp in temperature_list:\n", - " data = dict(\n", - " solvent_smiles=solvent_list,\n", - " solute_smiles=[solute_smiles]*len(solvent_list),\n", - " temperature= [temp]*len(solvent_list), \n", - " )\n", - " df = pd.DataFrame(data)\n", - " df_overall = pd.concat([df, df_overall])\n", - " return df_overall" + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\")" ] }, { @@ -56,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -66,25 +77,24 @@ }, { "cell_type": "code", - "execution_count": 278, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n", - "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n", + "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_predictions/solprop_nonaq_vermeire_predictions.csv\"))\n", "vermiere_solprop_predictions = vermiere_solprop_predictions.groupby([\"Solute\", \"Solvent\"])[[\"logST (method1) [log10(mol/L)]\", \"Temp\", \"uncertainty logS298 [log10(mol/L)]\"]].aggregate(list)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 11/11 [00:07<00:00, 1.54it/s]\n", + "100%|██████████| 11/11 [00:05<00:00, 1.84it/s]\n", "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", @@ -95,30 +105,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 25.86it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 15.11it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 11.12it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 10.64it/s]\n" + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 8.13it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 14.63it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 29.68it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 23.39it/s]\n" ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -131,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 317, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -192,14 +183,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 10/10 [00:04<00:00, 2.16it/s]\n", + "100%|██████████| 10/10 [00:06<00:00, 1.49it/s]\n", "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", @@ -210,30 +201,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 33.17it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 30.64it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 31.37it/s]\n", - "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 29.57it/s]\n" + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 30.11it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 32.56it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 18.63it/s]\n", + "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 20.28it/s]\n" ] - }, - { - "data": { - "text/plain": [ - "
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plUqxevVqMX/+fJ3l27dvFwqFQgAQgYGBYs2aNSInJ0dnnbKyMrFnzx4RHR0tMjIyGvXwpz/9SQAQX3/9dZM9lpaWinHjxgkAwszMTMycOVMcO3ZMqFQq7ToNDQ3i6tWrYsWKFeL111/XqX/nnXcEALFo0aI7HovW7kttba348ccfRXR0tPYfYlMFwJ9//lm4u7sLAMLDw0N88MEHIjU1VWedqqoqcejQIfHkk0+K48eP63zW2mNubK39ORXCOD+rxtTac6RWq0VsbKx48sknhZWVlc7PGwMgkWEYAEky5s6dKwAIhUIhtm/frlftkSNHhKWlpQAgZs6cKWpqavQePykpSQAQAQEBQq1WN/q8vr5ePPDAAwKAcHNzE0ePHtV7jNLSUmFraysUCoUoKSlps33ZuHGj9h9gV1dXsW7dOhEQENDuAfDy5cvaq2Hjx48XxcXFetUb45gbW2t+ToUwzvk1ptaeIyGEiI2N1f682drainfffVd7dZMBkMgwDIAkCdu2bRMAhEwmE7t379artqysTHv1Yvr06Qb3sHjxYgFALF++vMnPV6xYIQAIKysrcfr0aYPHeeqppwQA8emnnzb6zFj7snHjRhESEiLee+89bdBs7wCoVqtFeHi4ACAiIyNFXV2d3tsw1jE3ltb8nAphvPNrLMY4R0LcCoA+Pj7i1VdfFb/99psQQogRI0YwABK1AgMgdXr19fWia9euBn9/a/ny5QKAcHR0NOjqhUZoaKgAIC5dutTos5KSEuHs7CwAiDfffNPgMYQQ4scffxQAxLhx4xp9Zqx9aeqqUnsHwM2bNwsAwtzcXKSkpOhdb8xjbgyt/TkVwnjn11hae440amtrRUNDg84yBkCi1rFo9ukQMr0L24DyXFN30X7svYE+M4y+2RMnTiA5ORkA8PLLL+td/9VXXwEAnn76aTg5ORnUQ0ZGBlJSUuDt7Y3w8PBGn+/ZswfFxcWQy+VYuHChQWNoaF4x8/PPP0OlUsHS0lL7mTH2BQCsrKxa1aMxaPZl2rRpCAkJ0bvemMfcGFr7cwoY7/waS2vPkYZcLjdWS0T0fxgAO7LyXKA4zdRd3PM079rz9/dHz5499apVKpVITU0FAEyYMMHgHhISEgAAgwYNumOPQ4YMgbOzs8HjAIBCoUB4eDgSExNx6dIl9OvXD4Dx9qW1du7ciVdffVWvmvfeew8PP/yw9s81NTX45ZdfABi+L8Y85mPGjEF2dnaL1/f19cXhw4eb7MeQn1PAuOe3o5wjImo7DIDU6Wn+UWzqyltLaw2t10hJSQEAhIWF3XGc1oxxu65duyIxMRGpqanaAGisfWmt0tJSJCUl6V1zu6ysLNTW1gIwfF+MecxTU1ORnp7e4vVramqM3o8xz29HOUdE1HYYAKnT07xU1sXFxeBaQ+s1cnJyANy68nOncVozxu0042jGvX0MY45jiDlz5mDOnDmt2oYx9sWYxzwtLa3V22htP8Y8vx3lHBFR2+FMINTpab4DZ8hsB7d/f641syVUVFQAAGxtbe84jrFmZNCMoxn39jGMOY6pGGNfjH3MW6u1/XS089vR+iEiXbwC2JHZe5u6g/bVRvvr7u4OAMjMzDS4VlNv6K0sIQQAwMys6f/nak2PTdGMoxn39jE049zLt+X+uC/33Xefwdsw1jFvrdb209HOrzHOERG1HQbAjqwNnoiVooEDB2Ljxo04d+4cSktL4ejo2OLavn37wsLCAvX19YiLizP4H1WFQgHg1tyuzfUYGxuLY8eOoaGhodmg2FKVlZU64wLG25eOwN/fH56ensjLy0NcXBwefPBBvbdh7GPeWq35OQU63vk1xjkiorbDW8DU6U2cOBEymQxqtRrr1q3Tq9bBwQFRUVEAgLVr1+pcUdOHp6cnAN3v5N1O849jXl4eduzYYdAYt9OMoxkXMN6+tNbOnTvRvXt3vX7t3LlTZxsymQwTJ04EcOtVI4bcYjTmMR8zZoxe+zNmzJhG22jNzylg3PPbUc4REbUhk76FkKidPPLIIwKAcHZ2Fjdu3NCrdu/evdppqFatWmXQ+Fu2bLnr7AyDBw/Wzt168+ZNg8bRGDBggAAgTpw4obPcGPvSnJa+CPr2aeRa+mvjxo2NtnPx4kUhk8kEALFw4UKDejbWMdfse0t/BQQENLmd1vycCmG889uRzlFz+CJootZhACRJUCqVwtXVVQAQYWFhIjk5+a41t8/XGx0dLQAICwsLsX79+haNeXu9Zh7gwMDAZtc/ffq0dqL7iIgIkZeXp9cYGjU1NUIulwtzc3NRVVXV6PPW7ktzTDEX8N/+9jdtAGluir0/un1fjHXMjaW1P6dCtN35NVRrz1FzGACJWocBkCQjNjZW2NvbCwDCzs5OLF26VFy7dk1nHZVKJRISEsTSpUtFdHS0dnl5ebmIjIzU/kM2adIkcejQIVFbW6tTn5WVJdavXy8GDx4slEqldnlDQ4Pw8fERAO44JdbWrVuFpaWlACDc3NzEypUrRXp6us461dXVIj4+XixcuFA8//zzjbZx4MAB7dyrTWntvjTHFAGwvr5ePPzww9p9GTp0qNi9e7eorKzUWS8/P19s3bpVjBs3TsTFxel8Zoxjbkyt+TkVou3Or6GMcY6awgBI1DoMgCQply9fFoMGDdK5deXg4CCCg4OFn5+fkMvl2uUjR47Uqa2pqRELFizQhgUAQi6XCz8/PxEUFCQcHR11tpuWlqZTP3/+fAFArFy58o49Hjt2THTr1k1nW87OziIkJET4+PgIc3Nz7fI5c+Y0qteM8/777zc7Rmv3pSmmCIBC3ArXy5cvFwqFQtuvhYWF8PHxESEhIcLFxUVnX5oKF6095sbWmp9TIdrm/LaGMc7RHzEAErWOTAgTfROcyIT27duHHTt2ID4+Hrm5uSgrK4O1tTW8vLwQHh6OUaNGISYmRuchCg2lUonNmzfj0KFDSElJQVFREWQyGZydnREaGorIyEhER0cjIiJCp+7s2bMYMGAAwsLCcO3aNchksmb7U6vV2LFjB/bs2YOTJ08iLy8PlZWVUCgU8PX1Re/evTFu3Dg8+uijOk+LVlVVwcfHB1VVVcjMzGyyf2PsS1MCAwORnp6Ozz//HM8+++xd1ze2/Px8bNq0CQcPHsTVq1dRVFQEtVoNR0dHBAcHY/DgwXjooYcwZsyYJo+9oce8LbXm5xQw7vk1htaeo9uNHDkSR48exSuvvIIVK1a0S/9EnQkDIFE7Gjt2LA4fPozvv/8e06ZNM/r2P/zwQyxevBhz58416ElSIiKSBgZAonaUkJCAIUOGICwsDBcuXNCZLaG1bt68iW7duqGmpgZXr16Fn5+f0bZNRESdC98DSNSOBgwYgBdffBFXr141+m2rF198EYWFhVi5ciXDHxER3RGvABK1M5VKhbFjx+L48eM4cuQIhg0b1uptbtmyBY8//jhiYmKwZcsWI3RJRESdGQMgERERkcTwFjARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAErUztVqNUaNGwdzcHAcPHjTKNjdt2gSZTIZZs2YZZXtERNS5MQCSJFVVVWHDhg147LHH0LVrVzg6OsLKygre3t7o3bs35s2bh3379jVbf/ToUSxatAj9+/eHp6cn5HI5XFxcEBoaismTJ2PVqlWorq5usnb58uWIi4vD4sWLMW7cuGbHKC4uxieffIKpU6ciODgY9vb2sLGxga+vL/r3748FCxbg+PHjAIA5c+YgJiYGX3/9NTZt2tTi41BcXIyPP/4YU6ZMQVBQEOzt7aFQKBAYGIiHHnoIX3zxBWpqalq8PSIiukcIIolZu3at8PT0FAAEAGFhYSG8vLxEcHCwcHBw0C4fMWJEo9rExEQxbNgw7ToAhJOTkwgODhZeXl5CJpNplyuVykb1V65cEZaWliIoKEhUVVU12Z9arRbvvPOOTi9yuVz4+vqKwMBAYWtrq10+e/ZsbV1eXp5wcnISzs7OIj8//67H4Z///KdwdHTUbsvKykp06dJFeHt7CwsLC+1yX19fsWvXrpYeXiIiugcwAJJk1NXViSeeeEIbbCZPniwOHDggqqurddZTKpVi9erVYv78+TrLt2/fLhQKhQAgAgMDxZo1a0ROTo7OOmVlZWLPnj0iOjpaZGRkNOrhT3/6kwAgvv766yZ7LC0tFePGjRMAhJmZmZg5c6Y4duyYUKlU2nUaGhrE1atXxYoVK8Trr7+uU//OO+8IAGLRokXNHge1Wq1zHB544AFx+PBhnTGqqqrEDz/8IIYMGSIACJlMJj7++ONmt0lERPcWBkCSjLlz5woAQqFQiO3bt+tVe+TIEWFpaSkAiJkzZ4qamhq9x09KShIAREBAgFCr1Y0+r6+vFw888IAAINzc3MTRo0f1HqO0tFTY2toKhUIhSkpKmlxn2bJl2lD30Ucf3XF7DQ0N4q9//as2kB44cEDvnoiIqONhACRJ2LZtmzb07N69W6/asrIy4e7uLgCI6dOnG9zD4sWLBQCxfPnyJj9fsWKF9lbs6dOnDR7nqaeeEgDEp59+2uizK1euCDMzMwFALF26tEXba2hoEBMmTBAARHBwsM6VQiIiujfxIRDq9NRqNV5//XUAwKxZszB16lS96j/66CMUFBTA0dER69atM7iPnTt3AgCmTZvW6LPS0lK8//77AIAlS5Zg4MCBBo+j2f6uXbsafbZy5Uo0NDQgICAAb731Vou2J5PJ8M9//hMAcOPGDXz33XcG90ZERB2DhakboObtSd2D/Kp8U7fRbjwUHpgSMsXo2z1x4gSSk5MBAC+//LLe9V999RUA4Omnn4aTk5NBPWRkZCAlJQXe3t4IDw9v9PmePXtQXFwMuVyOhQsXGjSGhuYVMz///DNUKhUsLS0BAA0NDdi9ezcA4Nlnn4WFRcv/8+/ZsycGDx6MX3/9FT/99BNmzJjRqh6JiMi0GAA7sPyqfGRVZJm6jXue5l17/v7+6Nmzp161SqUSqampAIAJEyYY3ENCQgIAYNCgQXfscciQIXB2djZ4HABQKBQIDw9HYmIiLl26hH79+gEALl++jOLiYgDA6NGj9d7u0KFD8euvv+LUqVOt6o+IiEyPt4Cp09MEuKauvLW01tB6jZSUFABAWFjYHcdpzRi369q1q852ASAr6/f/mQgNDdV7m/7+/gCAvLy8VnZHRESmxgBInV5hYSEAwMXFxeBaQ+s1cnJyAAC+vr53HKc1Y9xOM45mXADaq38A4ODgoPc2NTXNveCaiIjuHQyA1OlpvgNnSHDR1Bpar1FRUQEAsLW1veM4xgpXmnE04wKAjY2N9vfl5eV6b1NTY6yQSkREpsPvAHZgHgoPU7fQrtpqf93d3QEAmZmZBtdq6g29RSuEAACYmTX9/1yt6bEpmnE04wKAp6en9vdKpVLv7xpqbiE3dxWTiIjuHQyAHVhbPBErRQMHDsTGjRtx7tw5lJaWwtHRscW1ffv2hYWFBerr6xEXF2dwAFQoFABuzUHcXI+xsbE4duwYGhoamg2KLVVZWakzLgD069cPVlZWqK2tRVxcHPr376/XNuPj4wEAUVFRreqNiIhMj7eAqdObOHEiZDIZ1Gq13u/xc3Bw0AaetWvX6lxR04fm6tvt38m73YMPPgjg1gMWO3bsMGiM22nGuf2qn42NDcaMGQMA+OKLL/Tal8uXL2uf/tX3PYpERNTxMABSpxcUFITp06cDAP7xj39AqVTqVb948WIAwMWLF/Hvf//boB6Cg4MB/P408B+NGDECgwcP1o53+wMbhtA8/asZV0PzHsSkpCTty53vRgiBRYsWAbh1pdKQV8gQEVEHY9J5SIjaiVKpFK6urgKACAsLE8nJyXetuX2+3ujoaAFAWFhYiPXr17dozNvrNfMABwYGNrv+6dOnhZWVlQAgIiIiRF5enl5jaNTU1Ai5XC7Mzc1FVVVVo8+ffPJJ7b58/fXXd9y+SqUS8+bNEwCEtbW1OHv27F17IiKijo8BkCQjNjZW2NvbCwDCzs5OLF26VFy7dk1nHZVKJRISEsTSpUtFdHS0dnl5ebmIjIwUAAQAMWnSJHHo0CFRW1urU5+VlSXWr18vBg8eLJRKpXZ5Q0OD8PHxEQBESkpKsz1u3bpVWFpaCgDCzc1NrFy5UqSnp+usU11dLeLj48XChQvF888/32gbBw4cEABEZGRkk2NUV1eLsWPHavflscceEydPnhQNDQ3adUpLS8U333wj+vTpo52f+Ntvv222byIiurcwAJKkXL58WQwaNEgbfgAIBwcHERwcLPz8/IRcLtcuHzlypE5tTU2NWLBggTagARByuVz4+fmJoKAg4ejoqLPdtLQ0nfr58+cLAGLlypV37PHYsWOiW7duOttydnYWISEhwsfHR5ibm2uXz5kzp1G9Zpz333+/2TFUKpVYvHixzv7a2tqKoKAg4eXlpTNGz549RXx8vB5HmYiIOjqZEAZ+q53oHrZv3z7s2LED8fHxyM3NRVlZGaytreHl5YXw8HCMGjUKMTExOg9RaCiVSmzevBmHDh1CSkoKioqKIJPJ4OzsjNDQUERGRiI6OhoRERE6dWfPnsWAAQMQFhaGa9euQSaTNdufWq3Gjh07sGfPHpw8eRJ5eXmorKyEQqGAr68vevfujXHjxuHRRx/Veaq5qqoKPj4+qKqqQmZmZpP93y4jIwNfffUVDh48qN0Xa2treHp6IiIiAlOnTsW0adNa/VQyERF1LAyARO1o7NixOHz4ML7//ntMmzbN6Nv/8MMPsXjxYsydO1fvJ56JiEg6GACJ2lFCQgKGDBmCsLAwXLhwQWemkda6efMmunXrhpqaGly9ehV+fn5G2zYREXUuvK9D1I4GDBiAF198EVevXsWKFSuMuu0XX3wRhYWFWLlyJcMfERHdEa8AErUzlUqFsWPH4vjx4zhy5AiGDRvW6m1u2bIFjz/+OGJiYrBlyxYjdElERJ0ZAyARERGRxPAWMBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIElSVVUVNmzYgMceewxdu3aFo6MjrKys4O3tjd69e2PevHnYt29fs/VHjx7FokWL0L9/f3h6ekIul8PFxQWhoaGYPHkyVq1aherq6rv2cejQIfj5+WHNmjXG3D29nD17Fq+99hoiIiLg4+MDKysrODk5ITg4GGPHjsU//vEPFBYWNltfXFyMTz75BFOnTkVwcDDs7e1hY2MDX19f9O/fHwsWLMDx48fbbX9ae24B451fY2ntObp9Oz169MCSJUvaoWsi6tAEkcSsXbtWeHp6CgACgLCwsBBeXl4iODhYODg4aJePGDGiUW1iYqIYNmyYdh0AwsnJSQQHBwsvLy8hk8m0y5VKZbM9pKSkiMcee0y77ueff952O9yM9PR0MWXKFJ19cXBwEMHBwcLHx0eYmZlpl8fGxjaqV6vV4p133tE5ZnK5XPj6+orAwEBha2urXT579ux22afWnFshjHd+jaW150gjNzdXzJ8/X5ibmwsA4pVXXmnz3omoY7No43xJ1GGoVCo89dRT+M9//gMAmDx5Mv76179i2LBhsLa21q6XlpaGH3/8EVeuXNGp/+677zB79mxUVVUhMDAQS5YswdSpU+Ht7a1dp7y8HEePHsWmTZtgbm6uU19XV4eDBw9i48aN2LVrF9RqdRvu7Z0dO3YM0dHRKCgogIeHBxYvXoxp06YhODhYu051dTWOHz+O//73v7CystKpLysrw/Tp03Hw4EGYmZlh5syZePrppxEREQELi1t/rQghkJSUhN27d6OysrJN96e15xZo/fk1ttaeo4aGBvz888/YvHkztmzZgtra2jbtl4juMaZOoETtZe7cuQKAUCgUYvv27XrVHjlyRFhaWgoAYubMmaKmpkbv8Tdu3Ki9WuPq6irWrVsnAgIC2v0K4OXLl7VXw8aPHy+Ki4v1qq+vrxcPPPCAACDc3NzE0aNH26ZRPbTm3AphnPNrTK09R0IIERsbq/15s7W1Fe+++6726iavABIRAyBJwrZt2wQAIZPJxO7du/WqLSsrE+7u7gKAmD59usE9bNy4UYSEhIj33ntPlJSUCCFEuwdAtVotwsPDBQARGRkp6urq9N7GihUrBABhZWUlTp8+3QZd6qc151YI451fYzHGORLiVgD08fERr776qvjtt9+EEEKMGDGCAZCIhBC8BUwSoFar8frrrwMAZs2ahalTp+pV/9FHH6GgoACOjo5Yt26dwX3ExMRgzpw5Btcbw3//+19cvnwZ5ubm+Prrr2FpaalXfWlpKd5//30AwJIlSzBw4MC2aLPFWntuAeOdX2Np7TnSGDp0KLKysiCTyYzcIRF1BgyAHVjp7t1Q5eebuo12Y+nhAceHHjL6dk+cOIHk5GQAwMsvv6x3/VdffQUAePrpp+Hk5GRwH3/8jpYpaPZl2rRpCAkJ0bt+z549KC4uhlwux8KFC43dnt5ae24B451fY2ntOdKQy+XGaomIOiEGwA5MlZ8PVWaWqdu45x08eBAA4O/vj549e+pVq1QqkZqaCgCYMGGC0XtrqZ07d+LVV1/Vq+a9997Dww8/rP1zTU0NfvnlFwCG74vmWA4ZMgTOzs4GbUNjzJgxyM7ObvH6vr6+OHz4cJP9GHJuAeOe345yjoiIWoIBkDo9zT/w4eHhBtcaWm8spaWlSEpK0rvmdllZWdonQQ3dl9Ycy6a2lZ6e3uL1a2pqjN6PMc9vRzlHREQtwQBInZ7mBbkuLi4G1xpabyxz5sxp9fcHjbEvrTmWf5SWltbqbbS2H2Oe345yjoiIWoIzgVCnp/kSvSEzN9z+Bfz2nPmhLRhjX1pzLNtCa/vpaOe3o/VDRJ0XrwB2YJYeHqZuoV211f66u7sDADIzMw2u1dTfy7fl/rgv9913n8HbMORYtoXW9tPRzq8xzhERUUswAHZgbfFErBQNHDgQGzduxLlz51BaWgpHR8cW1/bt2xcWFhaor69HXFycyQNCa/j7+8PT0xN5eXmIi4vDgw8+qPc2Bg4ciNjYWBw7dgwNDQ0wMzPtTYTWnFug451fY5wjIqKW4C1g6vQmTpwImUwGtVqt93veHBwcEBUVBQBYu3YthBBt0eJd7dy5E927d9fr186dO3W2IZPJMHHiRAC3XjViyC1GTSDJy8vDjh07WrVPY8aM0Wt/xowZ02gbrTm3gHHPb0c5R0RELWLqN1ETtYdHHnlEABDOzs7ixo0betXu3btXO6XWqlWrjNpXS2cCuX0auZb+2rhxY6PtXLx4UchkMgFALFy40KCeBw8eLACIwMBAcfPmTYO2IcTv+97SXwEBAU1upzXnVgjjnd+OdI6aw5lAiEiDAZAkQalUCldXVwFAhIWFieTk5LvWqNVq7e+jo6MFAGFhYSHWr1/fojFvr2+OKeYC/tvf/qYNIMuXL29Rze37cvr0aWFlZSUAiIiICJGXl6dXvbG19twK0Xbn11CtPUfNYQAkIg0GQJKM2NhYYW9vLwAIOzs7sXTpUnHt2jWddVQqlUhISBBLly4V0dHR2uXl5eUiMjJS+4/ypEmTxKFDh0Rtba1OfVZWlli/fr0YPHiwUCqVd+3JFAGwvr5ePPzww9p9GTp0qNi9e7eorKzUWS8/P19s3bpVjBs3TsTFxel8tnXrVmFpaSkACDc3N7Fy5UqRnp6us051dbWIj48XCxcuFM8//3yb7lNrzq0QbXd+DWWMc9QUBkAi0mAAJEm5fPmyGDRokM5tOAcHBxEcHCz8/PyEXC7XLh85cqRObU1NjViwYIE2+AAQcrlc+Pn5iaCgIOHo6Kiz3bS0tLv2Y4oAKIQQDQ0NYvny5UKhUGj7tbCwED4+PiIkJES4uLjo7EtT4eLYsWOiW7duOus5OzuLkJAQ4ePjI8zNzbXL58yZ0+b71JpzK0TbnN/WMMY5+iMGQCLSkAlhom+1E5nQvn37sGPHDsTHxyM3NxdlZWWwtraGl5cXwsPDMWrUKMTExMDT07NRrVKpxObNm3Ho0CGkpKSgqKgIMpkMzs7OCA0NRWRkJKKjoxEREXHXPgIDA5Geno7PP/8czz77bFvs6h3l5+dj06ZNOHjwIK5evYqioiKo1Wo4OjoiODgYgwcPxkMPPYQxY8ZAJpM1qler1dixYwf27NmDkydPIi8vD5WVlVAoFPD19UXv3r0xbtw4PProo3o/oWuo1pxbwLjn1xhae45uN3LkSBw9ehSvvPIKVqxY0S79E1HHxABIREREJDF8DQwRERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUkMAyARERGRxDAAEhEREUmMhakbIDKFqqoqbNu2Dfv378fZs2eRn5+PmpoauLi4wM3NDREREYiOjsaECROarD969Ch27dqFo0ePIjs7G8XFxbCzs4OLiwu6d++OMWPG4Nlnn4WNjU2T9dnZ2diyZQsOHjyIpKQkFBQUQCaTwcXFBT4+PhgxYgRmzZqFXr16NVlfX1+P77//Hv/73/9w8uRJ5Ofno6KiAk5OTnB1dcWAAQMwefJkzJgxo9ljcPToUezYsQM///wzcnJyUFxcDEdHR/j5+WH06NF44okn0K9fP/0PLhERdXyCSGLWrl0rPD09BQABQFhYWAgvLy8RHBwsHBwctMtHjBjRqDYxMVEMGzZMuw4A4eTkJIKDg4WXl5eQyWTa5UqlslF9dXW1WLRokbCystKuZ21tLbp06SK6dOkirK2ttcvffPPNJvvfsWOHCAoK0q5nZmYmPDw8REhIiHBxcdEuDwgIaLI+JSVFjBgxQmcfXFxcRFBQkM7+y2QyMWPGDFFaWmr4wSYiog6JAZAko66uTjzxxBPagDN58mRx4MABUV1drbOeUqkUq1evFvPnz9dZvn37dqFQKAQAERgYKNasWSNycnJ01ikrKxN79uwR0dHRIiMjQ+ezrKws0b9/fwFAWFlZiQULFojTp0+LhoYG7Tr19fXi3LlzYunSpeKTTz5ptA+vvPKKtv+oqCixc+dOUV5errNOTk6O2LBhg3j00Ucb1R8/fly4uroKAMLZ2VmsXLlSZGZm6qyTlJQkli5dqt3X8PBwkZeXd4cjS0RE9xoGQJKMuXPnCgBCoVCI7du361V75MgRYWlpKQCImTNnipqaGr3qKyoqRJ8+fQQAERQUJC5duqRXvRBCvP322wKAMDc3Fx9//LHe9Tk5Odorn7179xbZ2dl3XD8xMVF4e3sLAGLUqFGivr5e7zGJiKhjYgAkSdi2bZv2tubu3bv1qi0rKxPu7u4CgJg+fbpB4z/77LMCgHB1dRVpaWl61x8/flx7e3n16tUG9TBjxgwBQLi7uze6ctmcX375RZibmwsAYsOGDQaNS0REHY9MCCHa6vuFRB2BWq1Gjx49kJycjNmzZ2PTpk161b/99tt444034OjoiLS0NDg5OelVf+PGDXTr1g319fXYuHEj5syZo1c9AIwZMwZHjhzByJEjERsbq3f9jRs3EBYWBrVajXXr1mHu3Lktrn300Uexfft2dOvWDdeuXdN7bCIi6nj4FHAHlnQyF5WldaZuo93YOsrRLcLb6Ns9ceIEkpOTAQAvv/yy3vVfffUVAODpp5/WO/wBwJYtW1BfXw9vb2888cQTetdnZWXhyJEjAIDFixfrXQ8AP/zwA9RqNRwcHDBz5ky9ap988kls374dSUlJuHHjBoKDgw3qgYiIOg4GwA6ssrQOpYXVpm7jnnfw4EEAgL+/P3r27KlXrVKpRGpqKgA0+0qYlo4/duxYWFjo/5+cpl4ul2PUqFEG9XDs2DEAwP333w8rKyu9aiMjI7W/P3XqFAMgEVEnwBdBU6enCXDh4eEG1xpa39rxb68PDg5u9r2Cd5OVlQUACA0N1bvWyckJ9vb2AIC8vDyDxicioo6FAZA6vcLCQgCAi4uLwbWG1rd2fGPUA0BxcTEAwMHBwaB6TV11Na9IExF1BgyA1OlZWloCMCy8aGoNrW/t+MaoB6C9clheXm5QvaauNSGUiIg6Dn4HsAOzdZSbuoV21Vb76+7uDgDIzMw0uFZTb8htXHd3d1RUVBg0/u09GFoPAJ6engBufadRX2VlZdoA6Ovra3APRETUcTAAdmBt8USsFA0cOBAbN27EuXPnUFpaCkdHxxbX9u3bFxYWFqivr0dcXJxBAXDgwIFQKpWIi4vTu1ZTD9y6FXz58mWDeoiIiMDBgwcRHx+P+vp6vR5GOX78OIQQkMlkGDp0qN5jExFRx8NbwNTpTZw4ETKZTPsOPH04ODggKioKALB27VoY8trMBx98EABw5swZnDlzRu/6ESNGwNbWFgDw+eef610PAFOmTAEA3Lx5E99++61etevXrwcAREVF8RYwEVEnwQBInV5QUBCmT58OAPjHP/6h921Qzbv3Ll68iH//+996jx8TEwM/Pz8AwHPPPYe6Ov3e7Whra4vnnnsOALBu3TqcOnVK7x4GDRqEkSNHAgCWLFmifSjkbo4ePYodO3YAAF555RW9xyUiog7KtBORELUPpVIpXF1dBQARFhYmkpOT71qjVqu1v4+OjhYAhIWFhVi/fn2Lxry9fvfu3dqp3KZMmSIqKir0qi8uLhYhISECgPD09BS//vqrXvVCCHH58mVhZ2cnAIihQ4eKmzdv3rH+9OnTwsPDQwAQM2bMuOt4RER072AAJMmIjY0V9vb2AoCws7MTS5cuFdeuXdNZR6VSiYSEBLF06VIRHR2tXV5eXi4iIyMFAAFATJo0SRw6dEjU1tbq1GdlZYn169eLwYMHC6VSqfPZBx98oA2BAQEBYs2aNSIvL09nnYqKCnHo0CHx1FNPiXfffVfns0uXLgkvLy8BQMjlcvHCCy+Ic+fOiYaGBu06arVaXL58Wbz33nti2LBhjY7Bnj17hI2NjQAgfHx8xJo1a0RBQYHOOomJiWLRokXCyspKABDDhw8X5eXldz/ARER0z2AAJEm5fPmyGDRokDbIARAODg4iODhY+Pn5Cblcrl0+cuRIndqamhqxYMECYWlpqV1HLpcLPz8/ERQUJBwdHXW2m5aW1mj8nTt3Cl9fX+06MplMuLm5iZCQEOHl5aUNiADEW2+91ag+KytLjB8/XmccW1tbERQUJLp06aINdwBEYGBgk8fg119/Fb169dKuZ2ZmJjw9PUVQUJD2CiEAYWlpKRYuXNgo5BIR0b1PJoQB32onusft27cPO3bsQHx8PHJzc1FWVgZra2t4eXkhPDwco0aNQkxMjPb1KbdTKpXYvHkzDh06hJSUFBQVFUEmk8HZ2RmhoaGIjIxEdHQ0IiIimhy7trYWW7ZswU8//YSEhAQUFBSguroadnZ28Pf3R9++fTFhwgRER0fD2tq6yW0cP34c33zzDY4ePYqsrCyUlJRALpfDw8MD3bt3x4gRIxATE4PAwMAm6xsaGrBr1y7s3r0bJ06cQF5eHmpqauDq6oqQkBCMGzcOs2bNaraeiIjubQyARERERBLDp4CJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiLEzdAJEpVFVVYdu2bdi/fz/Onj2L/Px81NTUwMXFBW5uboiIiEB0dDQmTJjQZP3Ro0exa9cuHD16FNnZ2SguLoadnR1cXFzQvXt3jBkzBs8++yxsbGyarM/OzsaWLVtw8OBBJCUloaCgADKZDC4uLvDx8cGIESMwa9Ys9OrVq8n66upqbNmyRdt/QUEBamtr4e7ujp49e2LChAl48skn4eTkZKxDRkREnYhMCCFM3QRRe/riiy/wxhtvIC8vDwBgYWEBNzc3KBQKFBYWoqysDAAwYsQIxMXF6dRevHgRzz//PI4dO6Zd5uTkBBcXF1RVVSEvLw+a/6SUSiUCAwN16mtqavDaa6/hs88+Q21tLQDA2toaHh4eAKANogDw5ptv4q233mrU/3/+8x8sXrwYv/32GwDA0tISHh4eMDMzQ15eHurq6gAAzs7OeP/99zFv3rxWHC0iIuqMeAuYJEOlUmHmzJl45plnkJeXh8mTJ+PAgQMoLy9Hbm4uUlNTUVpaCqVSidWrV6Nnz5469d999x0iIiJw7NgxBAYGYs2aNcjJyUFxcTFSU1ORm5uL0tJS7NmzB9HR0TA3N9epz87Oxv33349Vq1YBABYsWIDTp0+jqqoK6enpSE9PR0VFBc6dO4elS5fC3d290T689tprmDlzJn777TcMHjwYP/zwA8rKypCVlYWMjAxUVFTg8OHDeOCBB1BcXIynn34aixcvbruDSkRE9yZBJBFz584VAIRCoRDbt2/Xq/bIkSPC0tJSABAzZ84UNTU1etVXVFSIPn36CAAiKChIXLp0Sa96IYRYv369ACAAiBdffFE0NDTccf0PPvhAu/769ev1Ho+IiDov3gImSfjmm28wY8YMyGQy7Nq1C1OnTm1xbXl5OUJCQlBQUIDp06dj+/bteo8/f/58rFmzBq6urkhISEBAQIBe9UVFRQgICEBlZSUef/xx/Oc//2lR3bPPPou1a9fC0dERaWlp/E4gEREB4C1gkgC1Wo3XX38dADBr1iy9wh8AfPTRRygoKICjoyPWrVun9/g3btzAl19+CQD48MMP9Q5/APDJJ5+gsrISdnZ2WL16dYvr3n33XdjY2KC0tBRr1qzRe1wiIuqc+BRwB3bl5yOoKL5p6jbajZ2zC3oOH2307Z44cQLJyckAgJdfflnv+q+++goA8PTTTxt0BW3Lli2or6+Ht7c3nnjiCb3rAWDnzp0AgMcffxzOzs4trnN1dcWUKVPw7bff4qeffsKSJUsMGp+IiDoXBsAOrKL4JkrzfjN1G/e8gwcPAgD8/f0bPdhxN0qlEqmpqQDQ7CthWjr+2LFjYWGh/39ypaWlSExMBACMHq1/QB46dCi+/fZbnDp1Su9aIiLqnHgLmDo9TYALDw83uNbQ+taODwA5OTnaV8uEhobqXe/v7w8AqKurQ0lJiUE9EBFR58IASJ1eYWEhAMDFxcXgWkPrWzs+ABQXF2t/7+DgoHf97TXV1dUG9UBERJ0LAyB1epaWlgAMCz+aWkPrWzs+AJ3ZRMrLy/Wuv73G0BBKRESdC78D2IHZOUvrH+u22l/NC5UzMzMNrtXUG3Ib193dHRUVFQaNDwCenp7a3yuVSvTr10+v+qysLAC3HgixsrIyqAciIupcGAA7sLZ4IlaKBg4ciI0bN+LcuXMoLS2Fo6Nji2v79u0LCwsL1NfXIy4uzqAAOHDgQCiVykbTyrWUj48PunTpgoyMDMTFxWHatGl61cfHxwMAoqKiDBqfiIg6H94Cpk5v4sSJkMlkUKvVer/Hz8HBQRuc1q5dC0Pem/7ggw8CAM6cOYMzZ87oXQ8AkydPBnBrHuDKysoW1xUWFuKHH34AAL3ff0hERJ0XAyB1ekFBQZg+fToA4B//+AeUSqVe9Zq5dC9evIh///vfeo8fExMDPz8/AMBzzz2Huro6vbfxt7/9DRYWFiguLsYrr7zS4rpXXnkF1dXV8PX1NfgdhERE1PkwAJIkrFy5Eq6uriguLsaECROQkpJy15qGhgYAwKRJkxAdHQ3gVhjcsGFDi8bU1Mvlcnz66aeQyWQ4ffo0pk+f3qKreJp6AAgJCdHOZvLpp5/i/fffv2v922+/jQ0bNkAmk+GLL76AXC5vUd9ERCQBpp2KmKj9xMbGCnt7ewFA2NnZiaVLl4pr167prKNSqURCQoJYunSpiI6O1i4vLy8XkZGRAoAAICZNmiQOHTokamtrdeqzsrLE+vXrxeDBg4VSqdT57IMPPhAymUwAEAEBAWLNmjUiLy9PZ52Kigpx6NAh8dRTT4l3331X57OGhgYxa9YsbQ/jxo0Thw8fFiqVSrtOVVWV2Lt3rxg+fLgAIGQymVi1alUrjhoREXVGMiEM+FIT0T3qypUrmDNnDk6fPq1d5uDgADc3N9TV1SE/P197i3bkyJGIjY3VrldbW4vFixdjzZo1UKlUAG5d3fPw8IClpSVu3ryJ0tJS7fppaWmN5v3dtWsXXnjhBWRnZwMAZDIZXF1d4ejoiMrKSuTl5Wm/Z/jWW2/hzTffbLQPH374IZYvX659vYu1tTU8PT2hUqmQn5+P+vp6AECXLl2wevVqfvePiIgaYQAkSdq3bx927NiB+Ph45ObmoqysDNbW1vDy8kJ4eDhGjRqFmJgYnVewaCiVSmzevBmHDh1CSkoKioqKIJPJ4OzsjNDQUERGRiI6OhoRERFNjl1bW4stW7bgp59+QkJCAgoKClBdXQ07Ozv4+/ujb9++mDBhAqKjo2Ftbd3kNgoLC7Fp0ybs378fV69eRWFhISwtLeHu7o6BAwdi0qRJiImJ4WtfiIioSQyARERERBLDh0CIiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJIYBkIiIiEhiGACJiIiIJMbC1A0QmUJVVRW2bduG/fv34+zZs8jPz0dNTQ1cXFzg5uaGiIgIREdHY8KECU3WHz16FLt27cLRo0eRnZ2N4uJi2NnZwcXFBd27d8eYMWPw7LPPwsbGpsn669evY+vWrTh8+DBu3LiBwsJCWFtbw9PTE0OHDsW0adMwZcqUtjwEREQkYTIhhDB1E0Tt6YsvvsAbb7yBvLw8AICFhQXc3NygUChQWFiIsrIyAMCIESMQFxenU3vx4kU8//zzOHbsmHaZk5MTXFxcUFVVhby8PGj+k1IqlQgMDNSpr6ysxP/7f/8PGzduhFqtBgDY2dnB3d0d5eXlKCoq0tYPHDgQX3/9Nbp3794Wh4GIiCSMt4BJMlQqFWbOnIlnnnkGeXl5mDx5Mg4cOIDy8nLk5uYiNTUVpaWlUCqVWL16NXr27KlT/9133yEiIgLHjh1DYGAg1qxZg5ycHBQXFyM1NRW5ubkoLS3Fnj17EB0dDXNzc536/Px8REVF4csvv4RMJsNzzz2H8+fPo7y8HDdu3EBBQQF+++03rFmzBn5+fjhz5gwiIyNx/Pjx9jxMREQkAbwCSJIxb948fPnll1AoFPjqq68wffr0FtfGxsbigQce0IbIdevWwcrKqsX1arUaY8eORVxcHJycnPDDDz9g2LBhza5fUlKCqVOn4tixY/D09MTZs2fh4+PT4vGIiIjuhAGQJOGbb77BjBkzIJPJsGvXLkydOrXFteXl5QgJCUFBQQGmT5+O7du36z3+2rVr8eyzz0Imk2Hfvn0YP378XWuKiopw3333IScnB7NmzcJXX32l97hERERN4S1g6vTUajVef/11AMCsWbP0Cn8A8NFHH6GgoACOjo5Yt26d3uMLIfD+++8DAP785z+3KPwBgKurK5YuXQoA+O9//4usrCy9xyYiImoKAyB1eidOnEBycjIA4OWXX9a7XnPl7emnn4aTk5Pe9RcuXIBSqQQAvPDCC3rVzpw5E+bm5lCr1Thw4IDeYxMRETWFr4HpwCrP5kFdVmfqNtqNuYMctv09jb7dgwcPAgD8/f0bPdhxN0qlEqmpqQDQ7Cth7kbzxLC9vT0GDRqkV629vT169+6N8+fP49SpU3jqqacM6oGIiOh2DIAdmLqsDuqbNaZu456nCXDh4eEG1xpaD0B76zYwMLDRk8Et4e/vj/Pnz2tfW0NERNRavAVMnV5hYSEAwMXFxeBaQ+sBoLi4GADg4OBgUL2mrrq62qB6IiKiP2IApE7P0tISgGEBSlNraD0A7Wwg5eXlBtVr6gwNoERERH/EAEidnru7OwAgMzPT4FpD6wHA0/PW9xrT09PR0NCgd73mFrKvr69B4xMREf0RvwPYgZk7yE3dQrtqq/0dOHAgNm7ciHPnzqG0tBSOjo4tru3bty8sLCxQX1+PuLg4g74HGBERAQAoLS3F+fPn0b9//xbXVlRUIDExEQAQFRWl99hERERN4YugqdNTKpUICQmBEAIffPABXnrpJb3qR40ahbi4OPTu3RsXLlyATCbTq762thbe3t4oLi7GvHnz8MUXX7S49tNPP8ULL7wAOzs7ZGVl6RVeiYiImsNbwNTpBQUFaad9+8c//qF9J19LLV68GABw8eJF/Pvf/9Z7fCsrKyxcuBAAsHHjRpw8ebJFdQUFBXj33XcBAM8++yzDHxERGQ2vAJIkpKWlYeDAgSgqKkJYWBj27t2L0NDQO9Y0NDTAzOzW/yNNnz4d33//PSwsLLB27doWvY/v9vrKykpERETg0qVL8PLywr59+9CnT59mawsKCjBlyhScOnUKXbt2xZkzZwx+ipiIiOiPeAWQJCEwMBDfffcd7O3tcf36dfTr1w/Lli1DUlKSznr19fU4e/Ysli1bhkcffVS7fNOmTYiMjER9fT3+8pe/4MEHH8Thw4dRV6f7ou7s7Gxs2LABQ4YMQUZGhna5ra0tdu3ahYCAAPz222+IiIjAa6+9hpSUFJ36rKwsfPTRR+jduzdOnToFX19f7Nq1i+GPiIiMilcASVKuXLmCOXPm4PTp09plDg4OcHNzQ11dHfLz87WhbuTIkYiNjdWuV1tbi8WLF2PNmjVQqVQAALlcDg8PD1haWuLmzZsoLS3Vrp+WloaAgACd8fPz8zF37lzs2bNHu8zZ2RnOzs4oLS1FUVGRdvnEiROxfv16eHt7G/cgEBGR5DEAkiTt27cPO3bsQHx8PHJzc1FWVgZra2t4eXkhPDwco0aNQkxMjPYVLrdTKpXYvHkzDh06hJSUFBQVFUEmk8HZ2RmhoaGIjIxEdHS09unfppw6dQpbt25FXFwcsrKyUFpaCicnJ/j6+mLkyJF47LHHEBkZ2ZaHgIiIJIwBkIiIiEhi+B1AIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiIiKSGAZAIiIiIolhACQiAMDFixdha2uLHj16oLKy0tTt3NFvv/0GLy8veHl5IScnx9TtEBHdcxgASZKqqqqwYcMGPPbYY+jatSscHR1hZWUFb29v9O7dG/PmzcO+ffuarT969CgWLVqE/v37w9PTE3K5HC4uLggNDcXkyZOxatUqVFdXN1t//fp1/P3vf8fw4cPh5+cHa2trODk5oVu3bnjyySexZ8+edt2nmpoaPPLII1CpVPjmm29ga2ur9/j6qq6uxvr16/Hoo48iNDQUjo6OsLa2hr+/Px544AGsWrUKJSUlTdZ6eXnhq6++Ql5eHh5//HEIIVo8bnZ2Nj744AOMHz8eAQEBUCgUsLW1hb+/P4YMGYKXX34Zly5dMtJeEhF1UIJIYtauXSs8PT0FAAFAWFhYCC8vLxEcHCwcHBy0y0eMGNGoNjExUQwbNky7DgDh5OQkgoODhZeXl5DJZNrlSqWyUX1FRYWYO3euMDc3165nZ2cngoKChJubm079wIEDxdWrV9t8n4QQYunSpQKAWLJkiR5H0nBff/218PLy0vZlaWkpfH19hb+/v5DL5drlzs7O4osvvmh2O3/+858FAPHll1/edczq6mqxaNEiYWVlpd2+tbW16NKli+jSpYuwtrbWLn/zzTeNuLdERB0PAyBJRl1dnXjiiSe0/8hPnjxZHDhwQFRXV+usp1QqxerVq8X8+fN1lm/fvl0oFAoBQAQGBoo1a9aInJwcnXXKysrEnj17RHR0tMjIyND5LC8vT/Tt21cb0J577jlx/vz5RuusWbNG+Pn5acNlfHx8m+2TEELk5uYKGxsb4eLiIkpLS5s/gEby6quvavsdPHiw+OGHH3T6raurE4cPHxYPPPCAdr2XXnqpyW3duHFDWFpaCh8fn0b7fLusrCzRv39/AUBYWVmJBQsWiNOnT4uGhgbtOvX19eLcuXNi6dKl4pNPPjHeDhMRdUAMgCQZc+fOFQCEQqEQ27dv16v2yJEjwtLSUgAQM2fOFDU1NXrV19fXi5EjR2pD3c8//3zH9YuLi7VXGj09PUV2dnaT67VmnzQ0gWzZsmUG1etj/fr12lD34osv6gSwpnzwwQfa9devX9/kOjNnzhQAmr1SWFFRIfr06SMAiKCgIHHp0qVW7wcR0b2OAZAkYdu2bQKAkMlkYvfu3XrVlpWVCXd3dwFATJ8+3aDx16xZox1///79LaopLCwUPj4+AoCYNWtWo89bs08aarVae+s6LS3NoG20VGFhobC1tRUAxOOPP97iumeeeUYAEI6OjqK4uLjR5z///LMAIAYNGtRk/bPPPisACFdX1zbfRyKiewUDIHV69fX1omvXrgKAmD17tt71y5cvv2MAuZuGhgYRFBSkd/ARQohPP/1UABDm5uYiMzNTu7y1+6Txyy+/aL9v2Nbeeust7Xceb9682eK6wsJCYWNjIwCI9957r9HnarVaeHh4CAAiKytL57PU1FRhYWEhAIiNGze2dheIiDoNPgVMnd6JEyeQnJwMAHj55Zf1rv/qq68AAE8//TScnJz0rr9w4QKUSiUA4IUXXtCrdubMmTA3N4darcaBAwe0y1u7TxqHDx8GAIwbN87gbbTUzp07AQCPP/44nJ2dW1zn6uqKKVOmAAB++umnRp+bmZlhzJgxAIAjR47ofLZlyxbU19fD29sbTzzxhKGtExF1OhamboCad+HCBZSXl5u6jXZjb2+PPn36GH27Bw8eBAD4+/ujZ8+eetUqlUqkpqYCACZMmGDQ+MeOHQNwa/8GDRqkV629vT169+6N8+fP49SpU3jqqacAtG6fbpeQkAAAd+xr586dePXVV/Xa7nvvvYeHH35Y++fS0lIkJiYCAEaPHq13n0OHDsW3336LU6dONfn5oEGDsHXrVpw5cwYzZ87ULtccp7Fjx8LCgn/dERFp8G/EDqy8vBzFxcWmbuOepwlw4eHhBtcaWg8AWVlZAIDAwECYm5vrXe/v74/z588jLy+vUV+G9qSRkpICAAgLC2t2ndLSUiQlJem13dLSUp0/5+TkaN/VFxoaqmeXt44BANTV1aGkpKTRldiuXbsC0D1ft/+5tceJiKiz4S1g6vQKCwsBAC4uLgbXGloPQBviHRwcDKrX1N3+YunW7NPtNLNo+Pr6NrvOnDlzIG59X7jFv+bMmaOzjdv/R8aQ43B7TVMv2Nb0/8dZQYx1nIiIOhsGQOr0LC0tATQdHFpaa2g9ANjY2ACAwbfzNXW3h5jW7NPtKioqAKDNZ/7QHAPAsONwe01TYU7Tv2Z/NIx1nIiIOhsGQOr03N3dAQCZmZkG1xpaDwCenp4AgPT0dDQ0NOhdr7mFfPtVutbs0+00t2XNzNr2rwLNMQCgfSBGH5pj4OrqCisrq0afa/oXf5gSzljHiYios+F3ADswe3t7U7fQrtpqfwcOHIiNGzfi3LlzKC0thaOjY4tr+/btCwsLC9TX1yMuLs6g75JFREQAuPW9uPPnz6N///4trq2oqNA+PBEVFaVd3pp9up1CoUB5eTmqqqra9OfNx8cHXbp0QUZGBuLi4jBt2jS96uPj4wHoHoPbVVZWAri1P7cbOHAglEol4uLi9G+aiKgzM8GrZ4ja1Y0bN7Rz7H7wwQd612tm8Ojdu/ddZ65oSk1NjXB2dhYAxLx58/Sq/eSTT7TvzispKdEub+0+aYSGhgoA4tq1a82us2PHDtGtWze9fu3YsaPRdp577jnt/L4VFRUt7rGgoED7HsDmZgP56aefBAAxbtw4neWbNm3SziRy+vTpFo9JRNTZMQCSJDzyyCPa8HHjxg29avfu3asNEatWrTJofM1LkC0sLMSJEydaVJOfny+8vb2bnQu3NfukMX78eAFA/Pjjj82us3HjRu3+t/RXUy9dTklJ0b6U+fnnn29xj0899ZQAIHx9fUVtbW2T66xevVoAEM8884zO8traWu28yoMGDWq2nohIahgASRKUSqVwdXUVAERYWJhITk6+a41ardb+Pjo6WhvgmrsKdaf6iooK0atXLwFAeHl5ifPnz9+xNj8/XwwZMkQAEF27dhWlpaVG3ychfp8H+K233mrRPrXW3//+d21IXLFixV3X18zCIpPJxN69e5tdb9asWc3OB7x7927t1dIpU6a06OrjH48TEVFnwwBIkhEbGyvs7e21t1SXLl3a6NanSqUSCQkJYunSpSI6Olq7vLy8XERGRmrDy6RJk8ShQ4caXVHKysoS69evF4MHDxZKpVLns5SUFBEQECAACGtra/Hqq682Cm2ZmZli1apVwtPTU3vV6/Lly22yT0IIsX//fgFAREVF3fX4GUNDQ4M2rGlu2R4+fFioVCrtOlVVVWLv3r1i+PDh2vB3tyuvmqt8SUlJTX7+wQcfaENgQECAWLNmjcjLy9NZp6KiQhw6dEg89dRT4t133231vhIRdWQMgCQply9fFoMGDdK5Xeng4CCCg4OFn5+fkMvl2uUjR47Uqa2pqRELFiwQlpaW2nXkcrnw8/MTQUFBwtHRUWe7aWlpjcbPy8sTU6ZM0VnP2dlZBAcHa6/maX5NnDhR5OTktOk+1dbWCkdHR2Fubi5yc3Nbd3D18MEHH2iDqyYQBwQECB8fH+1tYgCiS5cuYvfu3Xfc1qlTpwQA0aNHjzuut3PnTuHr66vdtkwmE25ubiIkJER4eXlpA2J7XhElIjIVmRB/eG8CkQTs27cPO3bsQHx8PHJzc1FWVgZra2t4eXkhPDwco0aNQkxMjM7rSzSUSiU2b96MQ4cOISUlBUVFRZDJZHB2dkZoaCgiIyMRHR2tffq3KadOncLWrVsRFxeHrKwslJaWwsnJCb6+vhg5ciQee+wxREZGtss+/fWvf8Xq1avx7rvv4rXXXtNrzNYoLCzEpk2bsH//fly9ehWFhYWwtLSEu7s7Bg4ciEmTJiEmJqbJ177cbt68efjyyy/xr3/9C4sWLbrjurW1tdiyZQt++uknJCQkoKCgANXV1bCzs4O/vz/69u2LCRMmIDo6GtbW1sbcXSKiDoUBkEjilEolunXrBldXV6SmpjZ6lUpHlp2djdDQUCgUCiiVSoNnWyEikhq+CJpI4oKCgvD888/jt99+w7/+9S9Tt6OXN954AzU1NXjjjTcY/oiI9MArgESEyspK3HfffcjJycGFCxcQFhZm6pbuKi4uDqNHj0ZERAR++eWXNp/NhIioM2EAJCIAwLlz53D//fcjLCwMJ06c0Jm/t6MpKChAv379oFKpcObMGfj7+5u6JSKiewoDIBEREZHE8J4JERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgERERkcQwABIRERFJDAMgSVJVVRU2bNiAxx57DF27doWjoyOsrKzg7e2N3r17Y968edi3b1+TtUII/Pjjj3jmmWfQq1cvuLm5QS6Xw8vLCxEREVi2bBmSk5PbeY+IiIhaTiaEEKZugqg9ffHFF3jjjTeQl5cHALCwsICbmxsUCgUKCwtRVlYGABgxYgTi4uJ0as+cOYN58+bh/PnzAACZTAY3NzfY2tqioKAAlZWV2m3Onz8fH374IeRyebvtGxERUUvwCiBJhkqlwsyZM/HMM88gLy8PkydPxoEDB1BeXo7c3FykpqaitLQUSqUSq1evRs+ePXXqd+/ejeHDh+P8+fPw9fXFmjVrkJ+fj/z8fCiVSlRUVOD8+fN47rnnAACrV6/G+PHjUV1dbYrdJSIiahavAJJkzJs3D19++SUUCgW++uorTJ8+vcW1Fy9eREREBKqqqjBq1Cjs2rULDg4Oza4fGxuLhx56COXl5Zg5cyY2b95sjF0gIiIyCgZAkoRvvvkGM2bMgEwmw65duzB16lS96iMjI3Hy5El069YNCQkJsLW1vWvNtm3bEBMTAwA4cuQIRo0aZVDvRERExsYASJ2eWq1Gjx49kJycjNmzZ2PTpk161R89ehQjR44EABw8eBBjx45tce2QIUPw66+/4oEHHmj2oRIiIqL2ZmHqBqh5ubk7UVuXb+o22o2V3APe3g8bfbsnTpzQPpX78ssv612/c+dOAEC3bt30Cn8AMGfOHPz666+Ii4tDdXU1bGxs9B6fiIjI2BgAO7DaunxUV2eYuo173sGDBwEA/v7+jR7saIljx44BAEaPHq137dChQwEAtbW1OH/+PCIjI/XeBhERkbHxKWDq9FJTUwEA4eHhBtVnZWUBAEJDQ/Wu9ff31/5e89oZIiIiU2MApE6vsLAQAODi4mJQfXFxMQDc8anf5txew9fBEBFRR8EASJ2epaUlAMMDmOZ7e+Xl5XrX3l5jaAAlIiIyNn4HsAOzknuYuoV21Vb76+7uDgDIzMw0qN7T0xNlZWVQKpV612puHwOAr6+vQeMTEREZGwNgB9YWT8RK0cCBA7Fx40acO3cOpaWlcHR01Ks+IiICycnJjaaFa4n4+HgAgLOzs0EPoBAREbUF3gKmTm/ixImQyWRQq9VYt26d3vVTpkwBcGs2kOPHj+tVu2HDBgDA5MmTYWbG/9yIiKhj4IugSRIeffRRbN++Hc7OzkhISEBQUFCLa9VqNbp3746UlBT0798fJ06cgFwuv2vd119/jVmzZkEmkyExMRG9evVqzS4QEREZDS9JkCSsXLkSrq6uKC4uxoQJE5CSknLXmoaGBgCAubk5vvjiC5ibm+Ps2bOYMWMGampq7lj7v//9D/Pnzwdw6+XTDH9ERNSRMACSJAQGBuK7776Dvb09rl+/jn79+mHZsmVISkrSWa++vh5nz57FsmXL8Oijj2qXjxo1Cp999hnMzc2xc+dO9OnTB1u2bNF5yrehoQGnT5/Gk08+icmTJ6OyshKPPPII3n333XbbTyIiopbgLWCSlCtXrmDOnDk4ffq0dpmDgwPc3NxQV1eH/Px81NXVAQBGjhyJ2NhYnfp9+/bh2WefRXp6OoBbVwc9PT1haWmJ/Px87atmbG1t8dprr+HVV1+FTCZrp70jIiJqGQZAkqR9+/Zhx44diI+PR25uLsrKymBtbQ0vLy+Eh4dj1KhRiImJgaenZ6Pauro6bN26FXv37sWZM2dQUFCA+vp6uLq6okePHhg/fjxmz54NDw9pvcaHiIjuHQyARERERBLD7wASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDIBEREZHEMAASERERSQwDoJHs2bMHc+bMQVhYGJycnGBlZQUfHx9MnToVX331Ferq6kzdIhEREREAQCaEEKZu4l5248YNPP744zh58uQd1+vRowe2b9+O8PBwvccQQqC8vBz29vaQyWSGtkpEREQEgAGwVfLy8hAeHo6ioiIAgLW1NcaMGYOwsDCYmZnh/PnziI2NRUNDAwDA09MTp06dQkBAgF7jlJWVwdHREaWlpXBwcDD6fhAREZG0WJi6gXtZcXExioqKYGlpiSVLlmDhwoVwdXXVWScxMREPPfQQ0tLSkJeXh0WLFmHHjh0m6piIiIiIVwBb5dq1axg3bhx+/PFH9OnTp9n1EhMT0b9/f6jVashkMmRlZcHHx6fF4/AKIBERERkTHwJpBRcXFxw7duyO4Q8A7rvvPowbNw7Are/zxcbGtkd7RERERE1iAGwFDw8PBAYGtmjdfv36aX+fk5PTRh0RERER3R0DYDsxNzfX/p533YmIiMiUGADbSUZGhvb3Hh4eJuyEiIiIpI4BsJ2cPXtW+/vbbwcTERERtTcGwHbw888/49KlSwCA0NDQuz40QkRERNSW+B7ANlZdXY358+dr/7xkyZK71tTW1qK2tlb757KysjbpjYiIiKSJVwDbUH19PWJiYnDlyhUAwOjRo/Hkk0/ete69996Do6Oj9pe/v39bt0pERC2QmpqKd957H6mpqaZuhahVGADbSEVFBR566CHs3r0bANCtWzds27YNZmZ3P+SvvvoqSktLtb8yMzPbul0iImqBw4ePYP/x8zhyhO9zpXsbA2AbuHTpEgYOHIiffvoJANCnTx8cOXIE7u7uLaq3srKCg4ODzi8iIjKtiooKxB3/FQ3WjoiNP4WKigpTt0RkMAZAI9u8eTOGDBmCpKQkAMAjjzyCY8eO6TX1GxERdTwnTpxAfnkN+k94DPnlNTh58qSpWyIyGB8CMZL6+nosXLgQn332GQDA2toaH374IZ5//nkTd0ZERPoqKSlp9ADewSNxsPIMgZ2zG6w8Q3DgcCzCwsJ01nFwcICTk1M7dkpkGJngtBStVllZiYcffhgHDx4EAISFheG7775D7969jbL9srIyODo6orS0lLeDiYjawXsrP0R8QiJw27+QVfUNCBv7Zzh7+aM4NwPXD22BwvL3WZ4gA6IG9sGSxS+2f8NEeuIVwFaqq6vDpEmT8PPPPwMApkyZgv/+97+wt7c3cWdERGSoUcOjcDUpBalFVQiNeAC2zu6wtLKGwsEZAODs3QW9H3oGqtoaVBYXIOXkfoS4KjBy2P0m7pyoZfgdwFZauHChNvw9+eST2LVrF8MfEdE9LiIiAu+/8yaG9wpA5un9qCjO14Y/DYWDMypu5iPz9H6M6B2I9995ExERESbqmEg/vAXcCr/++isiIiIghMCIESNw5MiRFr3mRV+8BUxEZBq1tbXYvHkztu6NRZ/oF2Bt+/v/4NdUluPC958g5sFRmD17NuRyuQk7JdIPrwC2wurVq6HJz//85z/bJPwREZHpWFlZ3XrQw8wMllbWAID6ulszNVlaWQNmZujWrRvDH91z+B3AVjh06BAAwNnZGQMGDDBxN0RE1BbS09NhbucKIQQuxu1GVcYVKLr0RM/7J8Hc1gXp6emmbpFIbwyABiovL8dvv/2m/fNbb72lV/3IkSMxcuRI4zZFRERGdz1VCbXMAmd/2ABfazVmP/4w9uw7jIQ9GyDM5LieesPULRLpjQHQQKWlpdrfFxcX4+9//7ve22AAJCL6XWpqKrZ++x1iHp2OkJAQU7cDAFCpVEhJy4C6uAr39+mKBc/Nh7e3N6KiovDxp5/heGIKkpWlUKlUsLS0NHW7RC3GAGig+vp6U7dARNSpaObZ9XRz7VABsGtwECYG+iMmJkb7XT9vb2+89foybN26FTcyshkA6Z7Dp4DvAXwKmIg6u4qKCjz9wiKkV5ojwFaNLz5ZBTs7O1O3BQAQQkAmkwG4dZXy+23bED1jhjak3v450b2Cj60SEZHJdeR5dm8Pd0cOH8bl/fsRe+RIk58T3St4C5iIiNrVvTrPbkVFBRKOHoULgDNxcZgRE9NhrlIS6YsBkIiI2tXnX3zZ7Dy7AOAfPghnDm3Bcy8t+32FDjDP7okTJ1CUlgYfcwsUpaXh5MmTGDt2rMn6IWoNBkAiImpX98I8u01dpTx68CBERQWSLSxgq1Yj7sCBDneVkqil+BDIPYAPgRBRZ5Obm4uPP/0Mp66mw2/QePiG9Wm0TnbSBWSdOYCInoHa16+0l3+uWIHL8fE6VynrKspRdrMYlk6OqCsphaOzE+T2t/2dLAN6RUXhb6+80m59EhmKD4EQEVG707xGJWbCMGSd/Ak1leU6n9dUliPr1E+ImTAMb72+rF3DHwDcP3IkrJ2dYVFSgmhPD8wPCcFwN3fASo7xgwZBZiXHCA9PzA8JQbSnByxKSmDt7IyhI0a0a59EhmIAJCIik+jI8+x2794dTy5YAJs+9+E/SUm4mJuLS/l58PbygpOdHby9vHAx7zdczM3Bf5KSoOjbB08uWIDu3bu3e69EhuB3AImIyGQ66jy7X3zxBc6ePQu1Wo0cIfBhwhkEODpiYGAgfjx5DIGefjiTnY1DCQlw9vKCOj8f//znPzFgwAAsXrzYJD0T6YNXAImIyGRun2fXpTIL8x9/GC6VWUjYswFqmYXJ5tkdPnw47OzsUF9fj+HDh+P+iAj8adRo5BcXI79aifySYvxp1GjcHxGB4cOHQ6VSwc7ODsOGDTNJv0T6YgAkIpKA1NRUvPPe+0hNTTV1K1q/z7ObgyHBrnj/nTfxyCOP4P133sTgQGeoS3KRrMyASqVq994iIiLw9ttvIzw8HPHx8aivroalhTku51yHlYMal7Ovw9LCAqqqKhw/fhy9evXC22+/jYiIiHbvlcgQvAVMRCQBnGdXf97e3nj99dfxSHQ0Ei9eRHllJcwUdZjyUA98vfk6fjp/DsobN+DbrRtef/11k3xXkchQDIBERJ1cRUUF4o7/igZrR8TGn0JMzIwOMYOFQqHA8jeWNjvP7pw5c0w2z67mPYAqlQpVxcUoV6lQUF2GPv3c4evnij793JF4vgzl//d5ZmYmLC0t+R5AumcwABIRdXLaeXYnPYWrP23oUDNYNDXProuHh/Yqpanm2f3yy89x8eJxqNX1yC9TwtJWQGFbBV8fG6QkJ8PH2wzJ1ythaVuLgrI0vPnmCzA3t8B9992PF19cYpKeifTBAEhE1Ilwnl3jiIoahZSUq6ipScW0aH/IrRpgYQE4OljCzz8IWZlZGD2mAfUqX9TVmSMtrQzW1iG4//6RJuuZSB8MgEREnQjn2TWOiIgIBAQE4JNPPsKBA1swZIgd+vfvgp7hPaFQKODl5YXLly/jbEImfv21AqNHP47nn1/Y7i+sJjIUAyARUSfCeXaNx9vbGy+9tAQXL17FpUs38NiMnqivr8f5c+cQHBKCsK7h+HpzDtzd++Gll5bwu390T2EAJCLqRDRXrj7+9DOcOr2/yXl2FQ7O2nl2R/Ru/3l2169Z0+Q8u3UCsLG1RU1JKdJOncJbV67+voKJ5tl1dnbG3/72N6xf/zYUCitcupSElKvXAQDhve6Dl5cn5s59keGP7jl8DyARUSdzr86zWykaYGbegCrR0KHm2c3IyICbmzlUdXXYtSMR27cXYNeORNSrVHB1NUNGRoZJ+iJqDQZAIqJO6F6cZ7feTIbyhhzUm8k61Dy7SmUyLCzV+NeqOJyMr4CfIgwn4iuwalUsLCwboFReN0lfRK3BW8BERJ3UvTTPrq+dHWBRBycXGaor6nC1tBSHsrNNNs/u7e8BTEq6gLq6KqQk1yLEzR9/ihqPmtgaJCbWoGt1FeTyC0hNTeV7AOmewgBIRNRJ3T7Prq+1GrMffxh79h1Gwp4NEGZyk86ze/36dRQVFWH48OEozMiAorYWyYUXMGm0P7Z9n40wtzAEWsnh1qULrl27BldX13adZ/fjf3+Ec6dOQaWuR0a2EhbmNjBXNSDQxx9xF84hwMMXpdlpuHG9HOqGQix87llYmlugf0QEXn/jzXbrk8hQDIBERJ3Q7/PsVuH+Pl21D3pERUXh408/w/HEFCQrS00yzVr37t3xzDPPYPPmzTh8+DACXFxQVF0G30AzqK0b4Btghoy0bJhZ2yMxJQVDhgzBzJkz0bVr13brMT+/CNeu34BC1oA+fn6wV9jATGaG4qoGVBRXw9zVGkNDQtAgGlBeVY0rN9JQJczgF9x+PRK1Br8DSETUCqmpqXjnvfeRmppq6lZ0aObZfSp6gs6DHpoHRJ6c9gDCQoKhUqnavbcvv/wcn3yyHMUlqaiuysT5pBPIr8lE154usHNyRmgPZ+TVZOLC9ZOoqsxAcXEKPvlkOdavX9NuPT4x83EMGDQYtTIF0m9Wwc7WHd0CeqGouBweti4oLC5Ht4BesFW4I/1mFepkCgwYNBiPP/HnduuRqDV4BZCIqBUOHz6C/cfPw9PNVTt9WUfQkefZ1cyyUV2dgrGj7SAzlyMkNBABgd4wMzNDeO9A2NlbITUlDUItx83SEtjYhLbrLBva1+l8tBqHDsThl6tXMFBVDyvIEd1vPNYe/wYpOVk4nZIElYUcU6PH44W/Ps8XQdM9g1cAiYgMVFFRgbjjv6LB2hGx8adQUVFh6pZ0NDXPbuyRI01+3p4iIiLw5pvvw8fnfhw/WQF1gzUCg3yQn5eHlORk5OflITDIB/UN1jhxqhK+vlF48833ERER0W49lpSUQKVS4am5T6LfoF4oLCmAMicL4Z5d4aRwQLhnV9zIyURhSQH6D+6NJ/8yByqVCiUlJe3WI1FrMAASERnoxIkTyC+vQf8JjyG/vAYnT540dUtN+uM8ux0hqHp7e+Ott96Bh+dAnDhRhWvXUqFS1SMkNBQqVT2uXUvFyRNVcPcYgLfeeqfdr6xt+OJL/H3xG1ix9B1cO30J8gYLiBoZujj6IDU3B10cvNFQI4NcbYGrv17Ee6+9jb8vfgMb161v1z6JDMVbwERELdDU9GUHj8TByjMEds5usPIMwYHDsSafvqwpHW2eXQ0zMzPU1dVB3VAPF2dHBAcHIC0tE927d0PqjTSoGzKhUqlMcqVy6PAopCaloqGoBuMDh8K2iwVsre1gbiZHPQBLcwUe6j4OlYEVqDRTI7uuEGau1ohsxyn1iFqDAZCIqAU+/+JLxCck6kxfVlXfgLCxt7707x8+CGcObcFzLy37fQUZEDWwD5YsfrHd+rxX5tkFbj2oolAo0N3NA3379cXGDbH45ecMRA0vwlNPjUJYWAHqam1N8qSy5juAn378CfZ8sxejA4cgROECJxcnBAYFIE2ZjuKbJcgrv4nYtF8xfsZkPLeA3wGke4dMCCHuvhqZUllZGRwdHVFaWgoHBwdTt0MkSSdPnsRn6zYhtagKoREPwNbZHZZW1lA4OGvXqSorhqq2BpXFBUg5uR8hrgo8N29Ou3537Z8rVjQ5z25u7m+4KWrhLLOCj5cn5Pa3/V1ionl2AeDvf1+GisoTqKpsQFzsDZjVmqHBqgGjRgfD2sYM9nZD8eabb7d7Xxr5+fkYPGAwXMzssWzaQgwZMAgKhQJVVVU4deZXvLPzY9wU5TidcBru7u4m65NIX/wOIBFRC0REROD9d97E8F4ByDy9HxXF+TrhDwAUDs6ouJmPzNP7MaJ3IN5/5812DX9A8/PsFtbVwNWjATfrajrMPLsqlQqZmSnIyVajvNwb9paOGBbWHfaWjigr80JujhqZmckmeVWNhp2dHUaNHg1fP19EDomAQqFATV0tFAoFIodEwNfPB6PHjIWtra3JeiQyBG8BExG1kOYdeps3b8bWvT/B1TcY1rb22s9rKsuRdeonxDw4CrNnzzbpPLv/2bQJ/7lwAeN8fHE2Nwdm1mq4uctRVFSHhJxsmMuAgzk58OzbF4/Pnt2uL1nW3Kaurq6Gs7MnevYcjMz0dLhay+Fk6whX6wK4OLnDP2Ag8vIycePGDdjY2JjkNrVCocDI0SOQLBIhk8mwNW4HzmRcxMAuvRF9/2TcFxyObqP6QqFQtGtfRK3FAEhEpAcrK6tb35/731FYWlkDAOrramEht7r1ZzMzdOvWzSThD2h6nl1bmQyunuZ4cIw/CvPTkJCXh59/+81k8+yuW7sWZ389BQgBIQSyUjNQkPcb3KxskJJXBHsrG1xKOI28rEwIIfDWq0sAmQwDhkTgpZdfbpceb5dxIx1ymSU++uELlFvXYeLjDyFu3xFk7lkHazMrpN9Ia/eeiFqLAZCISE/p6ekwt3OFEAIX43ajKuMKFF16ouf9k2Bu64L09HST9davXz+cPXsWZWVl6NOnD4rd3VGen4OgHlVwcrRCjx52UAoF7D184Ozjg9TUVDg7O6Nv377t1mPf/v1x7mwCKgrycH/vcDg7OCBNYYkrKTlQV9fD3EZgcKg/AoOCUVxWhviLl2Hn7ok+/fq1W48aKpUKmWkZqC+uQZc+IVj43LPaKfXWfPo50hNvwEJpbZIHVYhagwGQiEhP11OVUMsscPaHDfC1VmP24w9jz77DSNizAcJMjuupN0zW24ULZwDcRFlZOo4cOQuFXA4PJxsEh7iisKYaQcG2uH69EEmp2ahOUsHZ2RnOzgKJiQkYN25cu/R4/twFVFcKpP1WjIyMg+jdxQ+u9vaoqKpHgJ0n0iuyUFVeg2PxJ3ExIxsNcgVCFB64cD6x3XrUUKlUCAgOhF+gP2JiYrRXdr29vfHa60uxdetW5GRkMwDSPYcBkIhIDyqVCilpGVAXV+H+Pl2x4Ln52itCH3/6GY4npiBZWWqyQKCZZk0ur4CrqwwWqIa/rwscXG1ha2cPmUU5HpwqkJmdh3rYo+imCxQ2Xu06zdqw4VFITkqBmboPrC1tkJF5Efa2brA1V2inWasT1sgoLkB4z1Gora+Gi6ctokzwjj2FQoHX/jCl3s5vt+LhR2NMPqUeUWvwKWAi6rBSU1PxznvvIzU11dStaKlUKnQNDsJT0RPw1uvLUFVVhZXvvouqqiq89foyPDntAYSFBJvsyVXNNGv+/sMQ//NNlJTXw8nDEW4eHrC1s4WbhwecPBxRUlaP+J9voov/8HafZq179+6Y9+xf4BviAmVuEiqrK5FdUKgzzVp2fgEqqyqhzE2Cb4gr5j37F3Tv3r3derzd7eEu9vBhJJ/ci7gOMKUeUWvwCiARdViHDx/B/uPn4enmipCQEFO3A+DWFaHlt10R0syx6+Lhgbnz5nWIK0Le3t546aUl2Ld3H04n/IZxDzggPy8PFRUVsLOzg529C04n1MNC5ouXXlrS7k/WbvjiS1xOuIQGtRrqygrUlFWi3soJXQJ8kPpbLro4eON8zlXUlFfC3NwS5bk3sebDT9FrYG8saseXav9RRUUFzp04Ak+bBpw9fhiPxcTAzs7OZP0QtQavABJRh1RRUYG447+iwdoRsfGnOsT8tRqacNfcHLsd4YqQs7MzevXpC2srOfLysqFS1cO/SxBUqnrk5WXDykqOXn36mGSauqHDo2BtZwPregtM6zUefxkYjYe6j4ejwg0e7l3gaOuOP/W4tXxar/GwqjeHtZ2NyadZO3HiBEpz06CCGqW5aR127meilmAAJKIO6cSJE8gvr0H/CY8hv7ymQ/5jq5ljtwEy7Ry7HYVKpUJqaiocnQRsFfZISzPDR6vOIS3NDLa2dnB0EkhJSTHJreqIiAgse+cNuPbwwe5zB5BfUQpXJ2/Y2TmhtLIIdnZOcHXyRl5FCXafOwC3nr5Y9s4b7XqbuqSkBBkZGTq/jh05ALO6UhwvLIS5qgw/H97faJ2SkpJ265GoNXgLmIhMrqn5aw8eiYOVZwjsnN1g5RmCA4djTTp/7b00xy5wKwBaW5vDx9sFZ8+qcf58OfIyavCLuhwVFU7w8XZBVpaFyR5W8fb2xosvv4Tvd3yHQ8pf0TPwPlhYyxDSNRBZmdmoVtXgsPI0KuTVePHll9r9GG784nNcO3tMZ0o9dU05SoUKcDRHcVEdLC6fwLuLL/++ggzoMWA4/t/iJe3aK5EhGACJyOQ+/+JLxCck6vxjW1XfgLCxfwYA+IcPwplDW/DcS8t+X0EGRA3sgyXt9J2w9WvWNDnHbnFNLW6KMjjLrJB26hTeunJVp0dTzbFraWmJwEBvVFfL4OU1APW1sXBT2KK+1hy2tv1x8+YZBAZ6mfTVJXZ2dgjoEoLyjCK4uTngvvvug5mFOby8vHAhMRFyuRwBXXxMMs1a5PBRuHH9CsyLkhBzfxC8XWzx63Xgi3M5GDTOH4k7MzEp3BGDunoi92YltsYroXbthohhI9u9VyJDMAASkcmNGh6Fq0kpSC2qQmjEA7B1doellbV2rl1n7y7o/dAzUNXWoLK4ACkn9yPEVYGR7fidsPtHjkTqlSuov6HEQ93C4GFnj3PZ2fg0PQ3uvgKF2TWI8fBEXx8f5FeUY3fSdVgEB5lkjl3g1hXAwMCu8PefCDs7O/zv+90YHtYDP1+/isGDh6J7917Izr5h0vfXqVQqKOxs4B/YFff164vdJ37STrP2p8iJ6HE+FMV2tSbpsXv37pj1zF+xZfNGfB6bgD/1ccevynwoAmxg72QFRYANTt3Ig5lMht0XCuAcMgizZs5p1yn1iFpDJoQQd1+NTKmsrAyOjo4oLS2Fg4ODqdshahO5ubn4+NPPcOpqOvwGjYdvWJ9G62QnXUDWmQOI6Bmoff9eeykpKUFycjL+s2kT8v9vjt1fs7Nw6mYGunWXI+laHYa4dMFgX99Gc+y25+3L229Va55GXvLyy7iZfB0PR03Ezl/+B5ewMKx4f6XO08qmulW9/M2/A2nVqKqvRrl1HUZOGI24fUfgUGsFazMryIIUeOPvb7Z7Xys+WIHjF47fmlIvJwelBTkI8LHBfVP84eKpQNFvVUjck4mM3Go4uvvA19cXZmZmuL/v/Xjlpfa/4kukLwbAewADIElFbW0tNm/ejK17Y9En+gVY29prP6upLMeF7z9BzIOjMHv27Hafa3flypW/z7Gbk4Pi336DrUwGR896zI4JxFdb01CaZ4FKIeDs5aUNBO05xy4ALP/7Wzh36hTEbfeqs9Mz0Mu7C2rqzWBl0YBLuRnwC+ii/VwGGfpHROD1N9o3aKlUKjw/d752mrVn/m+atdzcXKz59HNkJt6AhbM1Pv3y83a/Anjy5El8tuEzpJWnwfU+VxTmpyKiuwvsHK2gVjfA3NwMFaW1OHntJtw8Q1B0oQiB9oF47qnn2vVhFSJD8RYwEXUYVlZWtx6i+N9RWFpZAwDq62phIbe69WczM3Tr1q3dwx9wb8yxCwD5+UW4dv0GFLIGhPv7wc7GGn5BQSiuakBFcTXMXa0RERSEBtGAiuoaXM7MQpUwg19w+9+67MjTrEVERCAgIACrP1uNvYf3wiG0Djb2lrieXYK8CjU87cwR6u0IVNfhxuEbmBw5GS/Mf6Fdr0oTtQYDIBF1KOnp6TC3c4UQAhfjdqMq4woUXXqi5/2TYG7rgvT0dJP0dS/MsQsAT8x8HCU3S3A+IRFpRZWI6OYPf3dv7D0eD19bT2QX52FIj/uRkZ+LS1nXUCdTYMDA+/D4E39utx41/jjN2u2srKxM/lJtb29vvLnsTVyZfgFJp07jtLs11LZO8A0NQG5mOm5ey0fBqSJ09x+MN5e9aZL/MSEyFAMgEXUo11OVUMsscPaHDfC1VmP24w9jz77DSNizAcJMjuupN0zS170wxy7w+5Wrjz9ajUMH4vDL1SsYqKqHFeTaeXZTcrJwOiUJKgs5pkaPxwt/fd5kV65uD3d/nGf3j5+bgpmZGURdFarVgLmLN+677z5YmlvCy8sLlxMTUaPOgairNnmfRPpiACSiDkOlUiElLQPq4irc36er9kGPqKgofPzpZziemIJkZalJbwl+8slHOLhvI/r0s0RvD0e4uLrCzMwMNgobmJmb4+LVbFw4fxPjJ/4Jzz+/sN2DVUlJCVQqFZ6a+ySKigsR97/9UOYo0Nuzh3ae3Ys5V1FYUoBRkybgyb/MgUqlQklJiUkeArmddp5dN88OM/WfSqWCXOEAl65+6NOnP67GXkXZ9TI4hDmgz+j+yAnNg5XMwaRPUxMZggGQiDoMlUqFrsFBmPh/3wnLzMzEynffRfSMGXjr9WXYunUrbpjoO2FAx59jF/h9nl0IgeTkZMgbLCBqZOji6IPU3Bx0cfDGhdxrkKstcPXXi3jvtbcBmYzz7DZDoVCgW5/eKC2qxultp+EFL8RMj8Geg3twZtsZuPm4oZtbbygUClO3SqQXBkAiiUpNTcXWb79DzKPTO8zVFoVCgeW3fSfsyOHDuLx/P1w8PDB33jyTfycM+H2O3aSkI8jLy4bc0hL+XYKQn5ernWO3Rw/TzLEL3JpnNzUpFQ1FNRgfOBS2XSxga20HczM56gFYmivwUPdxqAysQKWZGtl1hTBzte4w8+w6OP0+z+7YsWNN2hPwf1PqpadCVanC0O5DtQ96REVFYfVnq3Ei6QRSKlN4BZDuOQyARBJ1+PAR7D9+Hp5urh0mAAK/f+eroqICCUePwgXAmbg4zPi/K0Km/q7VH+fYTU6uw5Yt5zB0qA+6hunOsWuKQKC5Vf3px59gzzd7MTpwCEIULnBycUJgUADSlOkovlmCvPKbiE37FeNnTMZzC9r3O4BNTav3+zy71QgUCvx8eH+HmFbv1lXprpjQZUKjJ5XfXPYmtm7dCmWmkgGQ7jl8D+A9gO8BJGOrqKjA0y8sQnqlOQJs1fjik1Ud4nbb7Q4ePIh/LVmCqvKbUNi74MX33+8QV4SqqqowdepE+PsXw9bWDefPlyAvowBeXdzRt58TyssLkZXlgh9++MmktwXz8/MxeMBguJjZY9m0hRgyYBAUCgWqqqpw6syveGfnx7gpynE64TTc3d3btbdVK99rcp7dgrJclLgIOBbJ4O7gBQub2/6+M+E8u3e76mzqq9JEhjAzdQNE1P5OnDiB/PIa9J/wGPLLa3Dy5EmT9lNSUoKMjAydX0cPHkR+fh4qrEtQUJCPuAMHGq1TUlLS7r1q5titq3OBvf0A1Nea6cyxq1K5mHyOXeDWPLujRo+Gr58vIodEQKFQoKauFgqFApFDIuDr54PRY8aabJ5duZ0rbOoK8dQgeyx9wAsTetijWi4waJw/aqwEJoU7YukDXnhqkD1s6goht3M12Ty7dwt3DH90L+ItYKJOrqnbbQePxMHKMwR2zm6w8gzBgcOxJr3dtn7NGlyOj9e5IlRZWoIqWRUCPCyRXlKJ5OPH8daVq7+vIAN6RUXhb6+077Rb98Icu8Ct71OOHD0CySIRMpkMW+N2aOfZjb5/Mu4LDke3UX1NcpWS8+wSmR5vAd8DeAuYWuO9lR8iPiFRJ1xV1TcgbOyf4ezlj+LcDFw/tAUKS/PfV5ABUQP7YEk7PRV68uRJbP7sM9TfUOKhbmHwsLPHf8+exS+llzH/qR74fMNVDHPqhT/364f8inLsTroOi+AgzHqu/abdutfm2AWAt99cDpFW1ew8u2bBtnj9rTfavS/Os0tkerwCSNTJjRoehatJKUgtqkJoxAOwdXaHpZU1FA7OAABn7y7o/dAzUNXWoLK4ACkn9yPEVYGR7fhUqLe3NyY+8gh2bt+OtYmJGObpiZPZSvQYZA9PN1v06GGPE6dvwMfBHsfy8uDWsyemTJ/erg8ufPzvj5qdYzfuwjl4OXvgUmIi/vrs09rPTTXHLnDrSmVmWoZ2nt2F/zfPblRUFNZ8+jnSE2/AQmltkiuVI4eNxJXkK0grT0PghEAU5qsx8LZ5dl29FBj0aCDU127CzTPw1jy7ikCMiBrRrn0SdWYMgESdnHZmiE8/w6nT++E3aDx8w/rorKNwcEZ20gVknTmAEb0DtS9gbi8LFsxHevpFAAI1NbW4XJgER1sLDO5765bf4D6euHQ5GWsu/wwLuRXSz+ci4fwRBAbeh92797ZLj/fSHLsA59klojvjLeB7AG8BkzHU1tZi8+bN2Lo3Fn2iX4C1rb32s5rKclz4/hPEPDgKs2fPbvc5Tb/88kt88ulK2NuVYdToLrCxrIe3gy3cXBQQApDJgMKbVcgtq0S1ygKxRzJQXuGAF55/GXPnzm2XHk+ePIlP/v0pzickwsXGChHduv8+x66NJ7Kr8/Dg0Ftz7J66fg3F1bXoM+A+vLDw+Xa7Tf1HHf3p1draWjw2fRqSsk4jcLIP1LZO8Pa/Nc+ueVUJlHuy0d1/ML79bifn2SUyMj4FTCQRVlZWtx70MDODpZU1AKC+rhYAbv3ZzAzdunUzyT+0c+fOxaaN38LMLAQ/7lGi+GY1XJ0VKKutRWFNNcpqa+HqrMDNomr8+KMS5uah2LTx23YLf8Ctq1Yf/Gslpjz8IKrNLPDL1StIzsnUzrFrBTlScrIQf+0Kqs0sMDV6Cj7410qThT+g8Ty7H773DlJTU5v83BT+OM9uv0FD4O/rj36DhsDc2Rs1ahnn2SVqIwyARBKSnp4OcztXCCFwMW43Erb9CxfjdgMCMLd1QXp6usl669u3L/bs+R/U9d7Y+1MOMgpLUGdmBjsnZ9SZmSGjsAQ//S8HapU3fvxxH/r27duu/d0+x26/Qb1QWFIAZU4Wwj27aufYvZGTicKSAvQf3Ftnjt2OQDvP7pEjpm5F64/z7CbHJePk5yeRHJeMPn37wyXUD1a2t+bZJSLj4ncAiSTkeqoSapkFzv6wAb7Wasx+/GHs2XcYCXs2QJjJcT31hkn7s7Gxga2FBUpVgI2jHdw83FFfL+DmYYMGUQDIAFsLC1hZWbV7b/fqHLsA59klosYYAIkkQqVSISUtA+riKtzfpyumTJqIY0eOYP7c2fhh7084npiCZGWpSd9fp1KpoALg628HF1dX7NhxAefPl6BvXydMndobPn52KL0pM0mP9+ocuwDn2SWixhgAiSTi1pymQZj4f0+FfrVpEy7v3w8XDw+89foybN26FTdM9FSohkKhgIOzHezti7Hm85P4Lc8ao0fF4Ejsj8jNOQV7e0s0NNia5IrQvTDHLsB5domoZfgU8D2ATwHfW1JTU7H12+8Q8+h0hISEmLodHZqnPisqKvDSM8/AJjMT1f7++HDtWtjZ2Zn8qdCqqipERPSCpWUV7O1D8eKLr+DyxYsI790bH364AhUVqVCpFDh58pLJbgt25Dl2Ac6zS0Qtw4dAiIzs8OEj2H/8PI4ciTV1K41o/iE98f/ZO/P4qOpz/7/POXNmn8m+QRLCvhMWUVTEFetatdUqtVbt7a9ab9Xe3q63VtvqbWtrW1uv1VqvttoW9dZacV8ARWWTQADZCRAgCWRPZp+z/f6YzCSBACGETCLft6+8MmHOzDwmhHzyfJ/P51mxguqtW1l7YB/VW7emdgGn+wdtOBymsLCUWbOu5NVX32Tjhg28tPDvfLJxI6+88gYzZlxBUdEIwuFw2moczDt2QezZFQgEvUMcAQsE/UgwGOS95asxnRks/WgVCxbckPZh+56OBN9/5x3q6w9CVohQg857b789KI4Ec3NzefPNJciyTDAY5K3XX0PWdN567TXuvOsunnzySUzTRJbT97vrYN6xC2LPrkAg6B1CAAoE/ciKFSuoD0SZedlX2PL6U4Ni2P5/H3+cTR991O1IMNTWSlgKMyJfpbo1xI7ly/nx5i2dF0gwZe5cvvW9gd+7mhR3S5Ysoa2hkXnjJrJs+xaWLl3KlVdemVbxl2TvrmrsksrDi54g4Ixz6Y1X8d6bS9j3yp9wyg6qd+1JW22P/+nxzj27wTjL/vVxYs/uWSUAlE7KYvUr+/jHxn2JPbuN1dz/u/vFnl2B4BRDCECBoI/01Fl7Z8l7OApG483KxVEwmrcXL017Z+3s886javNm9F27uWr8OPK9Pv62di1VmRLXXTGOx57awjBZ4YujR1MfDPDytu3YRo3krHMHbu9qT5/L5/7+d/x2lQNtYfx2lYV//xvl5d1X2KXLuDBYd+yC2LMrEAh6hxCAAkEfeeyJJ/moYkO3zlpYNxl30RcBKJk8mzXv/p07vn1P5wUSzD2tnO8PYC5cUVERl153HS/93//xxw0bOKeggJU1u5k420dBroeJE32s+HgXw/w+Pjh4kNxJk7jy2msH1L36+989zLpVq7C6fDJrqveSqbqItOvYbU62b9jAXbd/LXW/hMTMOXP40b33DVidMLh37ILYsysQCHqHcAEPAYQLeHCycuVK/vCnP1PVFGbMnM/gycpDdThx+7NS14TbW9BiUUItDexc+Rajc9zc8f9uGdD1YJ/97GVUV28ELKLRGHo8RobHxq03jmVkSSa797by1N930B7SsdkdOJ0OQKKsbBovv/zagNT4jX+/k8VvvY1bMplcUozX5UQ3THbVtjHCO5zq4H5GDcvEpsgEI1E27dtP2JK56JLP8Mj//H5AauzKUHCuij27AoHgaIgOoEDQR5Kdlt8/+gdWffwWxbMvZvi47keUbn8WNdvWs3/N25w7tYw77/j6gHdaPvvZz/E/j+7E523nqqtH4lJ1ivwecrPdWBaMLM3k7q9Npq49RESzsXTJXgJBP1deec2A1film26ktbmVyooN7GkKMWd8CZpu4FE0Pj/jYv64/Hk8nlxsssIn+7cSl9zMOm0aN37piwNWY1eGgnP10D2706ZNQ1VUCgsL2bRhA1GjVuzZFQhOYdI/TS0QDGGKior48Y/uYcEl57B/5etEQ4Fu90dDAfavep0Fl5zDj390T1qO2b761a/y56dfQJZH8+oru2lpjpCT5aY9FqMxGqE9FiMny01zU4RXX92Noozhz0+/wFe/+tUBq3HChAnc/a27mHfhXFp1g8XrK9lZk9izm+PNZHLBWHbu38+SDZW06gbnXjSPu791FxMmTBiwGo9EVVUVD/38AaqqqtJdSjfEnl2BQHA0hAAUCE4Qh8ORMHrIMqrDCYAejwEkPpZlxo8fn9ZjtunTp/PKK29g6EW89notextbicsy3sws4rLM3sZWXn+jFkMr4tVX32T69OkDWt9TTzzJ4w89SqShHb9NJdQWwIzCrNJJGKbJzNJJGBGLUFsAv00lXN/G4w89ytN/+t8BrbMnli5ezI6Vr/HekiXpLqUbyT27ucNy+fi5j/Ee9HLbtbfhPejt3LM7VezZFQhOVcQRsEDQD1RXV6N4c7Asi43vvUx472bcpZOYdPZlKJ5sqqur010iLpcLj81GmwauDC+5+XnoukVuvgvTagAJPDYbDodjwGvrumf3uvJL0VuDTCweg6YZVNXV4ne5+MY5N7Jl705s2T62tu1Gzkj/nt1gMMi6FUsocJmsXb6Y6xcsSHvuYxKxZ1cgEBwNIQAFgn5ge9VuDMnG2kVPMdxpcPON1/DKm4upeOUpLNnO9qpd6S4RTdPQgOElXrJzcvjnP9dTWdnK9OmZfPazUxlW7KWtWUqLIEjOUz7+6GO8+M/XOb94Fu2hCKF4HFlRaAwG8djttMWCvP/xB5z/+c9wW0f8SjpZsWIFbXV78GcatNXtGRS5j0nEnl2BQHA0hAt4CCBcwIMbTdO46au3U9cS5uzysVx52aV8sGQJ51xwAYtee53lG3ZSlOXm2ScfT/sP2gsvnEdm5j5CIYMDB51ccP4VLFn6KkWFMVwuiba2UhYvXpa2+oLBIFMmTSLL9HDrGTcwvLCIspEj2LO7mpoDdTy96jla5BCbtmwZ8FVrPWUVPvnYI+xZ9SrVcoQyy82I0y/nq1+/s9s16cgqTDIU3MoCgSA9iA6gQHCCJDotI7m0IxfuV7/6FYv+8iQ68OMf3cPChQvZlcZcuCThcJiGhv20tkbw+cZw/0+/x6aNG7n/p7/moYd+QX19FZq2n3A4nLa5MMMwcNpdKLqd0aNGMr28HNmmUFhYSGVlJUqFHadqouv6gNf29BOPsXXtB91yH41ogDZLgwyFlqY4tk0r+O/vbOq8QIKJs+bxze98f8DrhaHhVhYIBOlBCECB4ARxu9389N4fIkkSwWCQtxctQvUEePuVRdx1993ccsstg6LTEg6HKSwspaxsLL/5zW/5/e9+x8vPLcTii7zyyht861vfYt++qrQKQFVVmThlCrkRF9NnzuDlFa+n9uxefealTN8whRZPLC1C+sx557Nr+2aUpm0sOHskRdkeVm+HJ9bVMnt+CRte2sdlkzOYPbaAuuYQCz/ajZEznjnnnDfgtQoEAsGxEEfAQwBxBNxJVVUVC1/4Bwu+cC2jR49OdzmHsWjRIn7wzf/HqFGwaxf84ndPcuWVV6a7rBSmaSLLMsFgkMs/czHxpmYcOTm8+tZbeL3e1P3p5Kf3/QT2RAjrEQLOOOddcgHvvbkEf8yBU3YgjXRz708GdvsHJI6Ad+zYwd+feZqWXRVcXZ7H8qoDbM+IMuOC4axbUsO4Nidnji7k5fUNZI0+jS/edAtjx45N2xGwQCAQHAnRARQMKRYvXsJbyyspyM1JuwDscX/tX/+K2x1n1uxcDhxs4rlnnx0U+2uTJMXdkiVLaGtoZN64iSzbvoWlS5dy5ZVXpl38aZrG/j37jr5nd0969uw+/qfHWb5+OYZhUBuMs+xfHzNimItpZ5UAUDopi9Wv7OMfG/eRkTeM4Y3V3P+7+zl7+tl879vfG9BaBQKB4FgIASgYMgSDQd5bvhrTmcHSj1axYMENaY3c+J/f/pYNH33UbSZs+57tjJ/qIDvLyajRdjZVrOTbt36l8wIJyufO5Yc//vGA1dmjUP373/HbVQ60hfHbVRb+/W+DQqgO5j27551zHpt3bGZPYA9ll5TRWG9w2oRsvBkODMMkp9DN7C+UYWxtJregjKb1TZS5yzh37rkDWqdAIBD0BiEABUOGFStWUB+IMvOyr7Dl9afSHrnR0NrArqYdWJEwBR4PdkUhL0tn7BgvxXn5jBkToXl/mHhgN3HD4GAohORyM6x1/IDW+fvfPcy6VauwuijVmuq9ZKouIu06dpuT7Rs2cNftX0vdLyExc84cfnTvwB61ut1u/qtjnvJQHA5HWucpk1E1j/zhEV5b/Br+MXFcPpXtNa0cDBoUeBXGFGVAJM6uxbu44swrUtl7AoFAMNgQAlAwKOmpa/XOkvdwFIzGm5WLo2A0by9emtjA0YWB7FpdccU11NZW09y0gUkTFcYX+AgZdtxZbuyqjRHFGeRdruJRHGw7GCC2xUV2zhQuv/zqAakvSX19E1u378ItmUwuKcbrcpJfUsKu2jbyvdlUB8PMLCnBJkkEI1E27dtP2JIpHjV2QOtMMpidq8kMvc3Xrmfbqo/5OM+J4clk+JgR1O2rpnlrPQ2rmphQcjr33XNfWre/CAQCwdEQAlAwKHnsiSf5qGJDt+PVsG4y7qIvAlAyeTZr3v07d3z7ns4LJJh7Wjnf/85/DkiN69atIx63Ud/gZXFLA60zo0wa5SfL5wMgy+cjGAqzqqqBinUxDCMfr89GZWUl8+fPH5AaAb500420NrdSWbGBPU0h5owvQdMNPIrG52dczB+XP4/Hk4tNVvhk/1bikptZp03jxi99ccBqHErIsowVDxMxQMkuYtq0aaiKSmFhIZs2bCBq1GLFI2l3fQsEAsHREAJQMCg5f95ctmzbSVVTmDFzPoMnKw/V4cTtzwIgq6iUqVfdhhaLEmppYOfKtxid4+a8AVwNNm/ePLZv345lWeh6GRs3bODcmfm4HA4sC1wOB3mZ+Wzc2E5R0WxU1U5eXh7nnHPOgNUIMGHCBO7+1l08/dSf+XDZShavr2RYZhZTCyaQ481kcsFYNu7fSm1rC5pN5dyL5nHzrV9m7Nj0dAC7UlVVxUsvLOSaLyxIu+kniaZp2N1+sscWU14+ky1Lt9C+vR3/OD/lF8ykdsxBHJI/7bmPAoFAcDTSa/kTCI7AnDlzePCB+5g3ZQT7Pn6LYEt9SvwlcfuzCDbXs+/jtzh3ahkPPnAfc+bMGdAa77//fqZNm8b+/TVgmXjddtpjMeoCIdpjMbxuO1gmNTW1TJs2jfvvv39AawR46oknefyhR4k0tOO3qYTaAphRmFU6CcM0mVk6CSNiEWoL4LephOvbePyhR3n6T/87oHX2xNLFi9mx8jXeW7Ik3aWkcLvdjC+fSu6wXD5+7mO8B73cdu1teA96WfPcGnKH5TJ+6tS0ZSkKBAJBbxAdQMGgpaioiB//6B6eeeYZFr72OjnDR+H0+FL3R0MB9q96nQWXn8/NN9+clnmroqIifvSjH/Haq6/icsVoCAZZvb6NXbtMRo2SOWN6Bi5XjLgu8aMf/SgtNZ41by5V26owm6JcV34pemuQicVj0DSDqrpa/C4X3zjnRrbs3Ykt28fWtt3IGU7OHMBuak8Eg0HWrVhCgctk7fLFXL9gQVpd30k0TaOqugotpHHWhLNSRo+5c+fyyB8eYcW2FewM7RQdQIFAMKgRHUDBoMbhcCSMHrKM6nACoMdjAImPZZnx48enddhelmXi4TYcLonX3m2kpiaPGTMup6Ymj9feacTulIiH29I2EzZnzhzueeBe8qeU8OKa12mPhmgPRWgMBtGBxmCQ9mCEtliQf378OgVTS7nngXsHvFN5KCtWrKCtbg8aBm11e1i5cmVa60mSWP03llsuv4X77rkv5fJNGkRuvuxmxo0ah6Zpaa5UIBAIjozoAAoGPdXV1SjeHCzLYuN7LxPeuxl36SQmnX0Ziieb6urqtNYXDoexFJ2GRhtjxk4lPz+H3bt3U1w8jta2bBr3LcdSDMLhMBkZGWmpsaioiO98/7v85Zk/s2jzUnJ8BQwvLKJs5Aj27K6m5kAdr2x+jxY5xHe+/108Hs+A1teT6/uDJW8jx9tY3hihzHKzbPFbaXV9J3G73fzknp8MyqgagUAg6C1CAAoGPdurdmNINtYuegqluZpg/V5ssXYqmg9gyXa2V+1Ka32qqjK8eBSxmIlNcRIIBHA5HAQCAeyqG49nLDk5StqPAw3DwGl3oeh2Ro8ayfTycmSbQmFhIZWVlSgVdpyqia7rA17b0088xta1H3RzfRvRAG2WBhkKLU1xbJtW8N/f2dR5gQQTZ83jm9/5/oDXO5ijagQCgaA3CAEoGNRomsbOPXsxWsKcXT6WHbGDtJm1ZPrGM7osi+UbdrJjd1ta561UVaWoaATt7e2MHj0aTdNY+tqrXHD5FSg2G6FQCL/fn3YBqKoqE6dMITfiYvrMGby84nXW7N3IaaVTufrMS5m+YQotnlha6jxz3vns2r4ZpWkbC84eSVG2h9Xb4Yl1tcyeX8KGl/Zx2eQMZo8toK45xMKPdmPkjGfOOecNeK0CgUDwaUAIQMGgJjFvNZJLy0o4//zzufrycykukNm5ZQ2/+tVDjF+6lF1pWg3WtcbRo0dTVlbGlVdeyTVXXoGs6az44ANeXLSIV155hb1796bdFOB2u5lRPg32RHjk1ScJOONceuNVvPfmEva99hQlhcWUjnSnxb06YcIEvnzbXfz9mad5bGkFV5fnsXp3Pe4RLnyZDtwjXKzadRBZknh5fQNZo2fz5ZtuGRRRNQKBQDAUEQJQMKhxu938tGM12C9+8QsUOcB5Z+axcFEDzz//PN/97nfTPm/ldru59957kSSJRYsW0dbQyLxxE1m2fQvLly8fNDNhmqaxf88+9JYopeWjufuO21Pu1ccffYzqDbuw7XGmRag+/qfHWb5+OYZhUBuMs+xfHzNimItpZ5UAUDopi9Wv7OMfG/eRkTeM4Y3V3P+7+zl7+tl879vfG9BaBQKB4NOAEICCFFVVVSx84R8s+MK1aQ/dra6upra2ttufvfHqS4wZaQMXjBlp47VFLx4Wqjxs2DBGjBgxIDX2ZFx47u9/x29XOdAWxm9XWfj3v1FeXt7tmnQYFyAhAEeMKqO4rIQFCxaknNNFRUX8149+yMKFC6lNUzf1vHPOY/OOzewJ7KHskjIa6w1Om5CNN8OBYZjkFLqZ/YUyjK3N5BaU0bS+iTJ3GefOPXdA6xQIBIJPC5JlWdaxLxOkk/b2djIyMmhra8Pv95+013niiT/x7CtL+PJnL+T//b+vnrTX6Q1XX3kJe3dv6PZnNpvGxRd4yS/0crAuyDtLguhGd6EyYlQ5Ly16Y0Bq/OlPfsy6VauwujgXaqr3kqm6cFp+IlI7rVqE4hGlqfslJGbOmcOP7r1vQGo8lGN1ItPZqayrq+ORPzzCaytewz8mxvnzSqiqa+dg0KDAqzCmKIMly/bSXuXgijOvSOXvCQQCgeD4ER1AAZAI3X1v+WpMZwZLP1rFggU3pDV094qrruWx3+/E72nl6nOHMyzHTUiP0UqU4rx8TMPg32/Iwm1zUNsU5l/v19AeyuTyz35+wGqsr29i6/ZduCWTySXFeF1O8ktK2FXbRr43m+pgmJklJdgkiWAkyqZ9+wlbMsWj0je3Npjdq8kcvc3Xrmfbqo/5OM+J4clk+JgR1O2rpnlrPQ2rmphQcjr33XNfWrMfBQKBYKgjgqAFQCJ0tz4QZeYl11MfiKY9dPfaa6/lgQcfIWqO4Lm3a9h1oB1D0XC7XNhVG26XC13RqDrQxnNv1xCzynjgwUe49tprB6zGL910I7Nmn05McrOnKYTXk4fHnYtHcfP5GRfjUTx4PLl43HnsaQoRl9zMmn06N37piwNW41BDlmWseJiIAUp2ETNmn0HJ8BJmzD4DJauIqCFhxSNpn6cUCASCoY7oAJ6C9DS79s6S93AUjMablYujYDRvL16a1tDdJ554grVr11I0fAQbNrTy51f38aUvFDKuLAeALJ+P7Xtq+eurB9CMPKZPL+Mvf/kLn3zyCd/5zncGpMYJEyZw97fu4umn/syHy1ayeH0lwzKzmFowgRxvJpMLxrJx/1ZqW1vQbCrnXjSPm2/9snCuHgVN07C7/WSPLaa8fCZblm6hfXs7/nF+yi+YSe2Ygzgkf9od1QKBQDDUEQLwFOSxJ57ko4oN3UJ3w7rJuIsSnamSybNZ8+7fuePb93ReIMHc08r5/nf+c0BqnDdvHtu3b6epqYkzzphD1Y73GVs6HJfDTixm4HI4GFs6nIyMMKPHziEcDpOZmXmYKeRk8tQTT7Kp4hNMw8BvU2lsasZ0ZjGrdBKGaTKzdBKVtVsItQXILSggXN/G4w89ypTTpvIfA/R5PBpVVVW89MJCrvnCgrSbfpK43W7Gl0+lrSnCx899TCGFLLh2Aa+88wprnltD7rBcxudOTUtUjUAgEHyaEALwFOT8eXPZsm0nVU1hxsz5DJ6sPFSHE7c/C4CsolKmXnUbWixKqKWBnSvfYnSOm/POOXvAapwzZw4jRozg0Ucf5f/+7/8YM1LCpth4dUk1GzaFmTbZzcXnlJCTJVFRUcF1113HHXfcMaCmgLPmzaVqWxVmU5Tryi9Fbw0ysXgMmmZQVVeL3+XiG+fcyJa9O7Fl+9jaths5w8mZA/h5PBpLFy9mx8rXeC+3YNAIQE3TqKquQgtpnDXhrJTRY+7cuTzyh0dYsW0FO0M7RQdQIBAIThDhAh4CnAwXcF1dHb9/9A+s2lJN8eyLGT6u/LBraratZ/+at5kzqYw77/h6WhyXsViMmTOnUjq8CZvipb7Ry6Qpp7P5k9UU5IWIawH21eSwrvKTtJgC6urqePzRx1j6z7c4v3gWE4vGEYrHkRUF0zDw2O1srtvG+/vXcf7nP8NtHdl76SYYDHL7zTdQu3s9w0aW8/hfnkur6SdJOBzmF7/+BaNLR3eLqoHE34WFCxeye99uvvef3xNdQIFAIDgBhAAcApysGJhYLMYzzzzDwteWUv75b+D0+FL3RUMB1r/4Pyy4/HxuvvnmtDkuw+EwM8tHo6hh8vKmcMOCm8jLy6OhoYGFf3+GxsZNGJqbteur0iYIgsEgUyZNIsv0cOsZNzC8sIiykSPYs7uamgN1PL3qOVrkEJu2bMHj8aSlxkN55513+O/vf4O4P4Kj3cUPH3yUiy66KN1lAYM7qkYgEAg+LYgj4FMYh8ORMHq88T6qw0nLgX1sX/4q4866An9uIcgy48ePT2vcRjgcxunyY0l53Hb7N1i1ahVvv/02paWl3Hb7N/jFL36OXdUJh8NpE4CGYeC0u1B0O6NHjWR6eTmyTaGwsJDKykqUCjtO1UTX9bTU15PpZ/GbrxI1gziynURag7z7xitpNf10ZTBH1QgEAsGnBSEAT3Gqq6tRvDlYlsXyF59AaV/N8rpaLvnavSiebKqrq9NaX25uLp+9+nr279/P66+/jqZpuBwODhw4wJtvvsmsWadRUlJCbm5u2mpUVZWJU6aQG3ExfeYMXl7xOmv2buS00qlcfealTN8whRZPLG0za08/8Rhb137QzfRTU7MfNdPG7PklrHp+N5+sWsp/f2dH5wUSTJw1j29+5/sDX7BAIBAITjoiB/AUZ3vVbgzJxuoX/4h+YD1FuTL6gfWs+ufjGJKN7VW70lqfpmlUV1fT3NxMWVkZZWVl7PxkIyPLyigtLaWlpYXq6mo0TUtbjW63mxnl0ygpLOaRV59kU2gPl954FZtCe3jktacoKSymfFr6nKtTZpxGDCdaaw2XjZG55TQvo/Jkcsb68GU6yBnrY1Re4s8vGyOjtdYQw8nk6bPSUq9AIBAITj6iA3gKo2kaO/fsxWgJM8ynYCt0MO80B7E45NtC1LYG2LG7La2OS03TGDVqFGVlZVx55ZVcc+UVyJrOig8+4MVFi3jllVfYu3dv2mvcv2cfekuU0vLR3N1h9Jg7dy6PP/oY1Rt2YdvjTFuNFZUV1Okh9rZEWfavjxmWYcfuVZl83nAASidlsfm1Gr770grq2uKonkxKfSHWrl/L/PnzB7xegUAgEJx8hADsRzZt2sSTTz7Ju+++y759+zBNk5KSEubPn8/XvvY1Jk2alO4Sgc6ZsEgkQn52FqeXT6amZg+SEUWWFQryDAoLcjht5gj21hxg165duFyutMyEud1u7r33XiRJYtGiRdTX1JLv8XOwpobly5dzyy23pN0UoGkaI0aVUVxW0s25WlRUxH/96IcsXLiQ2r01aROA551zHpt3bCZkC+EeM4Jw6ABTx2aSme0CIKfQzdRrivl4RyujPIWEd4Yp8Bdw7txzB7xWgUAgEAwMwgXcD5imyQMPPMBPf/pTDMPo8RpVVfnFL37Bt771reN+/v52AT/00M/ZuHE5FlZiLkyCluZaJo5uJj/PycH6CFuqcsjOGZa6X0Ji2rSz+c//HJiZsJ6MC9//7nfZsGIFIzLK2Nu2h6lnnckvHvxlt2vSZVwY7M7Vuro6HvnDI7y77l0obOfSC0qRZQnDMFEUGdO0eH3JXqQDfubPnJ/K3xMIBALBpxPRAewHvvvd7/LrX/869fF5553HzJkzCYfDvPPOO1RVVaFpGv/5n/+J2+3m9ttvT2O1UF5+Ghs2rEHX9zL/4lHk5nrYU9VCqEXBrqrkZGl8Zr6LstH5NDaGeOftXdhspUybNnAzYb//3cOsW7UqIVI72Lt7D17VS6E3l8ZwI1sqK7nr9q+l7peQmDlnDj+6974BqzP12oPcuVpUVMR999zHga8f4KOK14jMKaKmLczBoEGBV6E4w01bRQtzZ5zFfffcl1bnt0AgEAhOPkIAniCLFi1Kib+srCz+9a9/MW/evNT9hmHwX//1X/zyl4lO1d13381nPvMZRo4cmZZ6ATZUVBCva2fH/laqdy7j7LMyKMhLdCmL8/LZXVtDPNjEB+9+xEfL24kGvIwtzmTj2oGbCauvb2Lr9l24JZPJJcV4XU4svx8j6uLzMy7m4IeNKK4owySJYCTKpn37CVsyxaPEnt0j4XA4kAwNWbbYXNtG3O6nsLSY+oP7aatrQ5EsZEsX4k8gEAhOAYQL+ASwLIsf/vCHqY8XLlzYTfwBKIrCgw8+yJVXXglAPB5PicF0MW3WLFS/nzFuP+Os4XyyPISigc/jwa7a8Hk8KBp8sjzMOGs4Y9x+VL+fqTNnDliNV139WSZMmkxAt7G1rhlTcmNJLqYVTSDHm8m0oglYODFws7WumaBuY8KkyXz2qisHrMahhqZp7K7aju61YXnzUVs8HHjzAGqLBzwFaD4bu3dsS6ujWiAQCAQDgxCAJ8Abb7zBJ598AsAll1zCZz7zmSNe++CDD6ZuP/vss8Tj8ZNe35FYt24dAcNgp2nyXk0ttaEAhgJZPh/xuEGWz4euQG0owHs1tey0LAKGQWVl5YDVuHHdejyyncKMLIKBGB+u24gRgVmlCSPNzNJJ6GGLjyo3EgzEKMjIwiPb+aRyw4DVONTQNA0cdnxFhcQ3G+S05HDbtbeR05JDbIuOr7AAHA4hAAUCgeAUQBwBnwD/+te/Ure/+tWvHvXaiRMnctppp7FmzRpCoRAffvghF1xwwUmusGfmzZvH9u3bAcjKycFp38HwgkKWr25i8+YIkya5OOO0QopHRMgbNg6Px0Nubi7nnHPOgNV41ry5VG2rYpLpZPyUMmIt7UwdMZ5cXyaGaVKSVci/z72RjdXbcGT52da+ByXHxZnnnD1gNR6JqqoqXnphIdd8YQGjR49OdzkpVFWloLQYK3SA04ednjJ6zJ07l0f+8Agr2laQX1qYtjgdgUAgEAwcogN4Arz++utAYsD/wgsvPOb15513Xur2smXLTlZZx2TOnDncf//9TJkyhf37d6GqJi+/XsvWjQoT8svZulFh0Wu12FSTvfuqmDp1Kvfffz9z5swZ0BrveeBeCqaV8uaW9wnFw2S5/RxobqKqrpYDzU1kefwEYyHe2vI+heUjuOeBewe0xiOxdPFidqx8jfeWLEl3Kd3QNI2xo8Zyy+W3cN8996VcvkmDyM2X3cy4UeNEB1AgEAhOAUQMTB9pbGwkLy8PSHT3Nm/efMzHvPDCC1x//fUAfPGLX+Rvf/tbr16rv2NgkgSDQc4+uxxDa2R0zkQmjpmIZrejxuNs3rGFXc1bUNRcli/fgMfj6bfXPR5isRhnzpmD0hzn62d9CQsFWVEwDQMJg8eW/xUj287KVasGhXkhGAxy+803ULt7PcNGlvP4X57D6/Wmu6wUgz2uRiAQCAQDg+gA9pHkESrQ62O+srKy1O0dO3Yc+cIBQpZlnHYvoWYn48ZOwsrKomjsWKysLMaNm0So2YnL4U2rIJBlmXAwiGFC3ITM7EzGTx5HZnYmcRMME8LB4KARLStWrGD/nh1EMyRq9uxg5cqV6S6pG4M9rkYgEAgEA4OYAewju3Z17sgtKSnp1WOGDx+eut3Y2NjvNR0vqqrilJ0UDRuOvaCAlrY2dixfTmFhIdmFhRQOG45DUtM6ExYOh4nFdMZklDK8ZBhVgb28tmoZ0wrGM6aklKKMQrYEdhEOh8nIyBjQ2noKq1785qtEzSCObCeR1iDvvvEK48aN63ZNusKqBQKBQCBIIgRgH+n6g7+3wsPn86Vuh0KhI14Xi8WIxWI9vlZ/omkaqtuN3+tlz969GIaBy+GgubmZ9vZ2coYNIxoKpXXPrqqqjBk9hlGuUj6sqSDo1rj0xqt4780l1NU2MLJ0BPGInJb6nn7iMbau/YAuWdXU1OxHzbQxe34Jq57fzSerlvLf3+nS7ZVg4qx5fPM7A7NRRSAQCASCnhBHwH2kq4BzOp29ekzX68Lh8BGv+/nPf05GRkbqrbcdxuNFVVWGl5aiKAqjRo2irKyMnZ9sZGRZGWVlZdhsNoaXlqa1A6iqKiNLRhC0xXCNyeKeB+7luuuu454H7sU5KpOwLc7IkhFpqXHKjNOI4URrreGyMTK3nOZlVJ5MzlgfvkwHOWN9jMpL/PllY2S01hpiOJk8feA2qggEAoFA0BOiA9hHotFo6nZvxYeiKD3ePpQf/OAH3XYGt7e3nxQRqGlaSvhdeeWVXHPlFciazooPPuDFRYt45ZVX2Lt3b1o7gJqmMWJ0GcVlJSxYsCBl9CgqKuK/fvRDFi5cSO3emrTUWFFZQZ0eYm9LlGX/+phhGXbsXpXJ5yWO+ksnZbH5tRq++9IK6triqJ5MSn0h1q4fuI0qAoFAIBD0hBCAfcTlcqVudz2uPRqRSCR1u+tx8KE4HA4cDkffi+slbrebe++9F0mSWLRoEW0NjcwbN5Fl27ewfPlybrnllrS7Qt1uN/917w97rMHhcKS1xvPOOY/NOzYTsoVwjxlBOHSAqWMzycxO/N3IKXQz9ZpiPt7RyihPIeGdYQr8BZw799wBr1UgEAgEgq4IAdhHukZ7HO04tytdrzuaADzZ9GReeO7vf8dvVznQFsZvV1n4979RXl7e7Zp0mRcGq3N1zpw5jBgxgkf+8AjvrnsXCuP4MxPH/IZhoigy/kwnsUCc+I5W5s+cnwpfFggEAoEgnQgB2EdycnJStw8cONCrx9TU1KRujxgxot9r6i2//93DrFu1CquLe6Gmei+ZqotIu47d5mT7hg3cdfvXUvdLSMycM4cf3XtfOkoetCRDlA98/QAfVbxGZE4RNW1hDgYNCrwKxRlu2ipamDvjLO67575BkVUoEAgEAoEQgH1k/Pjxqdt79uzp1WOqq6tTtydNmtTfJfWa+vomtm7fhVsymVxSjNflJL+khF21beR7s6kOhplZUoJNkghGomzat5+wJVM8amzaah7MOBwOJENDli0217YRt/spLC2m/uB+2uraUCQL2dKF+BMIBALBoEG4gPvIuHHjUkaO9evXYxjGMR+zZs2a1O1Dj1cHki/ddCOzZp9OTHKzpymE15OHx52LR3Hz+RkX41E8eDy5eNx57GkKEZfczJp9Ojd+6Ytpq3kwo2kau6u2o3ttWN581BYPB948gNriAU8Bms/G7h3bxIo1gUAgEAwahADsI06nkzPPPBOAQCDQTdwdiaVLlwKJ7RaXXnrpSa3vaEyYMIG7v3UX8y6cS6tusHh9JTtr9jO5YCw53kwmF4xl5/79LNlQSatucO5F87j7W3cxYcKEtNU8mNE0DRx2fEWFxDcb5LTkcNu1t5HTkkNsi46vsAAcDiEABQKBQDBoEALwBLjqqqtSt5966qmjXrtjxw6WL18OwDnnnJPaI5wOnnriSR5/6FEiDe34bSqhtgBmFGaVTsIwTWaWTsKIWITaAvhtKuH6Nh5/6FGe/tP/pq3mwYyqqhSUFpNhZnD6sNN58CcPct111/HgTx5kduFsMq1M8kuHpzVPUSAQCASCrkiWZVnHvkzQEwcPHmTUqFGEw2HsdjsVFRVMmTKlx2uvvvpqXn75ZQBee+01Lrvssl6/Tnt7OxkZGbS1teH3+0+47pUrV/Lsn/6C2RRlgr8MvTXIxOIxaJpBeySC3+VCtSts2bsTW7aPrW27kXOc3PT/bmbOnDkn/PonQlVVFS+9sJBrvrCg1zuYTzbhcJhf/PoXjC4d3S2rEBIRQQsXLmT3vt187z+/h9vtTmOlAoFAIBAkEALwBPne977HL3/5SwBGjRrFK6+80s3gYRgG3//+93nooYcAmDdvHu+///5xvUZ/C0CAuro6Hn/0MZb+8y3OL57FxKJxhOJxZEXBNAw8djub67bx/v51nP/5z3DbHbcPiviSn/33f/Ov557gmhu+xg9++MN0l5PiWFmE6c5TFAgEAoGgK0IAniCxWIxzzz2XVatWAYkNH5deeikTJ06kvb2dN998M+X+HTZsGGvWrDluIXUyBCBAMBhkyqRJZJkebj3jBoYXFlE2cgR7dldTc6COp1c9R4scYtOWLXg8nn573ROp94rPnM++8G5K3SN55a2l3fIYBQKBQCAQ9I60xMCsXLmSP/3pT6xfv55oNMrw4cOZP38+t9xyC7m5uekoqc84HA5effVVbrzxRt5++20Mw+DVV1/l1Vdf7XbdzJkzef755wdFFy2JYRg47S4U3c7oUSOZXl6ObFMoLCyksrISpcKOUzXRdT3dpQKwZMkSDjTXUDjOR932GpYuXcqVV16Z7rIEAoFAIBhy9EkALlu2jG9+85sAjBkzhhdeeKFXjzNNkzvvvJPHH3+8259v2bKFd999lwcffJC//e1vXHzxxX0pK23k5uby5ptv8uKLL/L000+zYcMG6uvryc/PZ9KkSXzpS1/i+uuvH3Q5cKqqMnHKFHIjLqbPnMHLK15nzd6NnFY6lavPvJTpG6bQ4omlxbzQ07aSF/7+LHafyZmXjuDtuq08//dnB822EoFAIBAIhhJ9OgK+4447ePzxx5Ekib/97W/ccMMNvXrcggULeOGFFzjaS7pcLpYtW8asWbOOt6xPLSfrCBjgp/f9BPZECOsRAs44511yAe+9uQR/zIFTdiCNdHPvTwZ++8fPfnIvm9Z8QJdlJWzZXUXebBdnXVLGR2/soWFNhEkjuxhBJJgyex4/uPcnA16vQCAQCARDiT51ACsqKoDEPtvPfe5zvXrML3/5S55//vnUIPyoUaP45je/ybhx4zhw4ABPPfUUy5YtIxKJ8PWvf53Vq1f3pTTBcaBpGvv37ENviVJaPpq7O4wec+fO5fFHH6N6wy5se5xomjbgXcD9TY2s2rsLSQtTlOXCoSr4C2UmzMgHYMKMfGL79lEf3ENMM6hriWCpbjJHpW/DikAgEAgEQ4U+CcB9+/YhSRKnnXZar441d+/ezb333psSf+eccw6vv/56N2PBl7/8Zb785S/z17/+lYqKCt577z3OO++8vpQn6CWapjFiVBnFZSXd4kuKior4rx/9kIULF1K7tyYtAvDLX/wyDa0NrKteS2y8nbIyL4W5Xjz+RI05hW7OuGEkdY1Btu8JYm1TmTFiJjctuGlA6xQIBAKBYCjSpyNgj8dDNBrl61//Ov/zP/9zzOtvuOGG1JxgYWEhGzduJCcn57DrWltbGTZsGLFYjDvvvJOHH374eEv7VHIyj4AHc3xJXV0dv33kt7yx6g2cIzUuPrcYu6qk7o9rBm+/v5/obpXL51zO3d+4e1CZbAQCgUAgGKz0aRNIPB4H6NWw/ccff8wLL7yAJElIksSvfvWrHsVf8vnOPfdcLMvq1Wo1wYlzLHGXzuy6oqIi7r/vfi6ZeQkNq1vQY4l9y4ZhAqDHDBpWt3DJzEv46X0/FeJPIBAIBIJe0icBmDy6DYfDx7z2h13CeqdNm8aNN9541OuT+2arqqr6UprgU4bD4UBVVRw2sNlltte08sGWJrbXtKLaFRw2sNvtg85hLRAIBALBYKZPM4DDhg1j27Zt1NTUHPW6ZcuW8e6776Y+/ulPf3rM5/b5fAC0tbX1pTTBp5Btmz/Bnm2jcncz1Z9EsDU7achuo21qHHuWwrbNn6S7RIFAIBAIhhR96gBOnz4dy7JYvnz5Ea+xLItvf/vbQOIY8cwzz+xVaG9S+A2W8GFBetE0jep9VURliV0rIkx0TeWHt/+Qia6pVC2PEJVl9lTvRNO0dJcqEAgEAsGQoU8C8PLLLwegtraWZ555psdrfvWrX3Wb4/v1r3/dq+dOrk070pyg4NQiHA6j22QcWiZXzbqa3z/4e6677jp+/+DvuXLmZ3FomRiq0qtxBIFAIBAIBAn6dAR89dVXk5OTQ3NzM3feeSd5eXlceumlQGLbx8MPP8wPfvCDlIHg+uuv54wzzujVcy9fvhxJkhg9evSxLxZ86lFVlSsvv5oxI8YcFlVz/333M2nhJHbt25WWbSUCgUAgEAxV+hQDA/CHP/yBb3zjGymRN3LkSAoKCtixYwdNTU2pbR9FRUVs2LChVx291atXM2fOHCRJ4qtf/Sp//OMf+1Lap46TGQPTlaqqKl56YSHXfGHBoBLggzmqRiAQCASCoUifjoAhsQ7uK1/5CpZlYVkWu3fvZuXKlTQ2NqauycrK4pVXXun1cW5XwTd37ty+liboI88/9xwv/P1PvPDcc+kupRuDOapGIBAIBIKhSJ8FIMCTTz7J7373OwoKClJCEBIdmfnz57Nq1SpmzpzZq+fauHEjf/vb3wCw2WxccsklJ1Ka4DgJBoO8/fq/aLKFePv1fxEMBtNdkkAgEAgEgpNEn2YAu3LnnXfy9a9/nY8//pj9+/fjcDiYPn06paWlx/U8tbW1PPjggwAUFxeTl5d3oqUJjoMlS5ZwoLmGwnE+6rbXsHTp0l65tgUCgUAgEAw9+jwDKBg4+nsGsLW1lfb29m5/9l/f/U827PqAi78ygbef2sq00fP42YMPdbvG7/f3avuLQCAQfNrQNI2KigoqKysJhwO43T6mT5/OrFmzhAlNMCQRAnAI0N8C8Gc/uZdNaz6ALl/5LburyJvt4qxLyvjojT00rIkwaWQXI4gEU2bP4wf3/uSEX18gEAiGEuvXr+eppx6juXkXRUXg9doIBnXq6iA7exT/9m93MG3atHSXKRAcFyd8BCwYeuxvamTV3l1IWpiiLBcOVcFfKDNhRj4AE2bkE9u3j/rgHmKaQV1LBEt1kzlqUporFwgEgoFl/fr1/O53D1BcEuLa6yaSm+tN3dfYGOSdd3bw8MP3c/fd91BeXp7GSgWC4+OETCCCocmXv/hlZpSfjpXnJzbZQ9HFuZx+/UiyC9wA5BS6OeOGkRRenEtssgcrz8+M8tO5acFNaa5cIBAIBg5N03jqqccoLglx/fXTu4k/gNxcL9dfP53ikhBPPf2Y2EgkGFL0ewfwl7/85Qk/hyzLqXmzMWPGMG3aNGw20azsL+bMmcPvR/ye3z7yW95Y9QZbzAAlJRndrlFdClt3BYjuVrl27lXc/Y27KSoqSlPFAoFAMPBUVFTQ3LyLa6+biCz3HDclyxLz54/liT9uYe3atb1eeiAQpJt+V1Xf//73+z2XzeFwMH/+fP793/+diy++uF+f+1QluUnDusfi/956Bn1OEXZVwTBMFEVGjxk0rG7hus98mZ/e99PUBg6BQCA4VaisrKSoiMM6f4eSm+ulsNBi3bp1QgAKhgwn5Qg4mQnY27djPSYajfLqq69y6aWXcs0119DU1HQyyj7lcDgcqKqKwwY2u8z2mlY+2NLE9ppWVLuCwwZ2u12IP4FAcEoSDgfwenvXJ/H5VMJhkZ8qGDr0ewfwe9/7HgA7d+7kxRdfBBIbQT7zmc8wcuTIlJjQdZ2GhgZWr15NZWUlkiQxatQovvSlLwGJYOKmpiY2bNjAhg0b0HUdgEWLFnHRRRfx4Ycf4vF4+rv8U45tmz/Bnm2jcncz1Z9EsDU7achuo21qHHuWwrbNn6S7RIFA8ClnsEasuN0+DhzQe3VtIKCRn3/0TqFAMJjodwH485//nCVLlvDYY48hSRK33347Dz74IF7vkb8x1qxZw2233UZlZSVbtmzhL3/5Cw6HI3V/fX09f/jDH3jwwQeJx+Ns2LCBO++8k6eeeqq/yz+l0DSN6n1VRHMkdq2IMCV/Kl+4/Qu88MoLfLJ8I7oss6d6J5qmiZwrgUBwUugpYuXAAZ2PPvpn2iNWpk+fzkcf/ZPGxuBRj4EbG4McOCBx7bUzBrA6geDE6PccwNraWqZNm0ZLSwt33nknDz/8cK8eF4vFuPjii/nwww+59dZbefLJJw+75uOPP+aiiy4iEAigKAqbN29m7Nix/Vn+oKS/cwCTtLW1ce7Fc9HdFlecdUXK6FFXV8dvH/ktry9/HTUi897bH5CRkXHsJxQIBILjoGvEyvz5Y3uMWNm/z5O2iBVN0/j2t+8kI3Mv118/vUcjiGlaPP98JW1tpTz0q0fEL8uCIUO/zwA++uijNDc3k5eXxy9+8YteP87hcPDMM89gt9t5+umnef/99w+7Zvbs2fz2t78FwDRNnnvuuX6r+1REVVWuvPxqvnPLd/jpfT9NuXyTBpFv3/JtrrziavEPmkAg6HeGQsSKqqr827/dwf59Hp5/vpLGxu4zfo2NQZ5/vpL9+zz821fuEP9WCoYU/d4BnDp1Kps3b+bLX/4yTz/99HE//oorruD111/nxhtv5Nlnnz3sftM0GTZsGA0NDZx33nksXry4P8oe1JysDiAkzDdHc20f636BQCDoCytXruTRR+/la7dNPObx6hN/3MI3vnF/2hy269ev56mnH6O5aReFhRY+n0ogoHHggER2zij+7StiE4hg6NHvM4DV1dUADB8+vE+Pnzx5Mq+//jqrV6/u8X5ZljnvvPN44YUX2LlzZ5/rFCQ4lrgT4k8gEJwMhlLESnl5OQ/96hHWrl3LunXrCIeD5Od7ufbaGcycOVN0/gRDkn4XgEnB0Nzc3KfHm6YJQE1NzRGvKSkpOaHXEAgEAkF6GWoRK6qqcsYZZ4icP8Gnhn4XgEVFRWzfvr3HGb7eUFlZCdDNBXwoyd+2xNodgUAgODoiYkUgEPREvwvA8847j+3bt7N161Zeeuklrrnmml4/dsOGDbz33ntIksTo0aOPeF1tbS0APp/vhOsVCASCTysiYkUgEByJfncB33TTTanbt956Kx9++GGvHldTU8O1116LYRgAXHXVVUe89qOPPkKSJMrKyk6oVoFAIPi0koxYycjcy9dum8itX5nNdV+Ywa1fmc3XbptIRuZeHn74ftavX5+W+mbNmkV29ijeeWcHptmzF9E0Ld55ZwfZOaOYOXPmAFcoEHy66XcBePbZZ7NgwQIsy6K9vZ3zzz+f2267jbVr1/Z4fXNzM7/5zW+YNm0aVVVVAOTk5PDv//7vPV6/bt261HXiHwSBQCA4HBGxIhAIjkW/x8AARCIRLrvsMt5///1uLlKfz8e4cePIyMhA13Xq6urYuXNnt53AdrudV155hfnz5/f43DfffDPPPvsskiTx4osvcvXVV/d3+YOOkxkDIxAIPn2IiBWBQHAsTooAhMRmj3vvvZff/OY3qWNdODxWpOvLl5SU8Mwzz3Duuef2+Jzr16/njDPOwDAMCgsL2b17NzZbv48xDjqEABQIBMfD448/zq5d/+TWr8w+5rVP/e9qRo/+PLfffvsAVNYzmqZ1i1hxu73MmCEiVgSCk8lJU08Oh4MHH3yQO+64gz/96U+8+uqrbNq0qZsYhMQxwIwZM7jpppu45ZZb8Hg8R3zO8vJyotHoySpZIBAIPhWIiJX+p5ubOhDA7RscbmqBoK+c9PbZiBEjeOCBB3jggQeIRCLs27eP1tZWTNMkMzOTsrIynE7nyS5DIBAI+pXBGq8CImKlv1m/fj1/fuwxWnbvplSS8NtUanWNlS+9RNbIkdx6hzimFgw9BvT81OVyMW7cuIF8SYFAIOh3BnO8CoiIlf5k/fr1PPLf/01ZIMCs7Gxq2tsJxGN4VJWL/H72VFfz+wce4M4f/pDy8vJ0lysQ9JqTNgMo6D/EDKBAMHhIxqsUl4SYP39sN4HV2BjknXd2sH+fh7vvvidtgkDTNL797TvJyNzL9ddPR5YPX+lomhbPP19JW1spD/3qkbR3LQcjmqbx3TvvxNi0iWAsRlMkRLbHjduuEo5rNIfC5Lg8eB0OlMmT+eUj4vMoGDr0ewzM0airq2Pjxo2sWLGCLVu20NLSMpAvLxAIBCfEUIhXARGx0l9UVFRQtWED1S3NqKrEuWNHMWlYPsXZGUwals+5Y0ehqhLVLc3s2rDhiHFnAsFg5KQfAX/44Yf84Q9/YOnSpdTX1x92//jx47niiiu46667KC4uPtnlCAQCQZ+pqKiguXkX1143sceuGoAsS8yfP5Yn/riFtWvXps3YMG3aNO6++x6eevoxnvjjlh4jVr75zcExuzZYDRYVFRU01NUyNi+HXL+P2mAUp92DTVEJxTWi8RC5fh8RTWdHbS1r1qwZ1EYWgaArJ00AtrS08G//9m+8/PLLqT/r6bR527ZtbNu2jd/97nf85Cc/4fvf//7JKkkgEAhOiMrKSoqKOOpcHSTuLyy0WLduXVoFQXl5OQ/96pFuESv5+V6uvXbwRKwMZoPF9i1biOoaPrcbRc1gVE4+DtWeuj+mxTnQXo/PHSNqHGD7tm1pqVMg6AsnRQC2trYyd+5ctm7d2k30FRYWMmLECLxeL6FQiH379lFTUwMkfgP84Q9/yObNm3nmmWdORlkCgWCIMFgdtkMtXgUGd8RK0mAxOhTi1slTyPN2CuuGYJDXtm1Nq8HiYGMjDrtKjj+f0uzhh+XYOlQ7pdnDO27v42APp1wCwWDlpAjAm2++mS1btgDgdDr5j//4D7761a8ycuTIw67dt28f//u//8tDDz1EOBzmb3/7GxMnTuQHP/jByShNIBAMcgazw1bEq/Qfmqbx58ceY3QoxJdnzkI+RFzleb18eeYsnllbwZ8feywtBgvTNLHb7OT5cg8Tf0kkSSLPl4tdtWOZ5oDWJxgcxHSDtohGe0SjNazR1uV9W0TjP+YPzvSTfheAH374Ia+88gqSJJGfn8+7777L5MmTj3h9SUkJP/7xj1mwYAEXXHABdXV1/OxnP+MrX/kKBQUF/V2eQCAYxHR12F573cQeHbYPP3x/2hy2Il6l/6ioqKBl925unTwFwzRZV1fHpoMHCGsablVlckEh04qKuHz8BH676ZO0zFPKsowpqcRNC7tpUN1Yz77mRjRDR1VslGTnMiI3n7hpYWJDkgfUVykYADTDTAm5tohGW0rgxWmL6LRFNCKacewnGoT0uwB87rnnUrefeeaZo4q/rowfP55nnnmG+fPnEw6Hefrpp8U8oEBwCnGow/ZQk0XSYfv885U89fRjaYkumTVrFtnZo3jnnR1HjVd5550dZOeMYubMmQNaX08MVoNFZWUlpZJEfTDI7z78gMauESvtGsv37iHX5eGLM2ZSjJSWecr8vAK2aOvZcrCW3XW1qJKd0dml+FweAvEQa3fvZdWunYwqGk5At8jPF02LoYRumLRH9W4CrzUc79bJC8V7Ke4sCzluIcdNFM1EjpkocRNZG7xJe/0uAN9//30ApkyZwvz584/rsRdeeCHTpk1j48aNvPXWW0IACgSnEEPBYZuMV3n44ft5/vnKo+YAfvOb6Y9XGcwGi3AgQDAc4YnVK8nyODm3eBQGJrppYpNlFGS2Haznj6tWUOzPJBwc+HnK8RPG8darb7Omaifzyk5j3qiZ5LozkJCwsGgMt7Fs11qWVa0hKsH48YPzqO9UxDQtAlGd1kj8EIHXeTsY0zmuJGTLQtY6RF7cRI6byHErdXuo0e8CsLa2FkmSOPvss/v0+LPOOosNGzawY8eOfq5MIBAMZoaKw3aoxKsMdoOFw+1mxb7qXkWsrNhbzZdcrgGvsby8HCyLaQWTmTf6dHJ8GciShGWBLEGOP4d5o0+nNRJh1cFPmD59+oDXeCpimhaBmE77EYRdW0SjPaodn7hLciIiz7KwA04LXCY4LQvn4G0A9r8ADIVCAGRnZ/fp8cnHNTU19VtNAoGgE+GwPXEGe7zKUDBYOBwOWuNxPC7XUSNWPK4orVo8bTvj831ZnDt+LoZkp6a5GYdNwabI6IZJTDdQ7S7OHT+X3ZHatNT3acOyLIIxvee5uw6jRVtEwzwRYXWCnTzFsnBZCaHntMDVIfScFkhd6lJkiSMcZgwK+l0A5uTkcODAAZqbm/v0+OR2EFcaftsTCD7tCIdt/5KKuTKs7h+nma4Gi0PFXxJZktJqsAiHw/jdLnzu7KNGrEQ1Db+7LtVcGEg++eQTzpp4GlkZPuySG3fOMCKxMKahY1ds5DjchCNBVJeNMyfMYuPGjX0+/ToVsCyLcNw4rGuXFHWtkTjtER39hNRd6sWQ9A5RFzNR4t0F37GQuoi6hNjr/NhmJcZRFCnxfaQocsfHCcGXvM0gFn9wEgRgWVkZdXV1LF++vE+PTz6uqKioP8sSCE55hMO2/xjMs3XQabDoeuzbE3leb9oMFjt37sTv8eLz59EWi+K1O7B1cdHqpkkwHsPnz8Pv8VK1c+eA1gcQDoYpyilgWvkUtm7ZRlPbARyqC5uiohsaTW0HcHkcTJs0lb0VBwiHwgNe42DBsiyimpkScQmXbPeuXVtEQzP68Zcky0IyrG7dOyVmpoQex3qpIxzZeiQJJ6BIUqKL1/GmHKe4kxUZRemH/8+TRL8LwAsvvJAVK1awceNGli1bxrx583r92GXLlrF+/XokSeKcc87p79IEglMW4bDtPwb7bB0kDBZ+W+++fhmqmhaDRWNjIxY28guKaGtpoTkWQyXRUTEtCw1QVJX8rHzMrQoNjY0DXqPb66Y+Uk9OTg5nnjWHxsZGGhsb0XUdm81Fbu4ocnNzkWWZtkiAAk/ugNc4UEQ1I+GO7XIs29p15i6iEdNPkhHC6CLwUkIv0dGTetEt7Hpk6wG8koRbknBZEjZJQpZBtnWIPUniCE3zHpEVGcUGkmQCOqBjmRqmqWFocfSoAczq4//4yaXfBeCNN97Iz372MyzL4uabb+ajjz5i2LBhx3zcgQMHuOWWW1IfX3/99f1dmkBwyiIctv3DUJitA3D7fNTqWqJmw2DDETL2VEWhTdMYfoxO4ckgNyePreENxAyd7Lw8tu/bw+66/WiajqraGFlUzLhhwwjHorRE4kzOzRvwGqdPn84Tby+nvrWR/Mxc8vPzyc/PP+y6+tZGqgN1XDLjcwNeY38Q0w3aIzptHY7ZQw0VreGTKO6SmBay1nFUGzO7CT5J70XX0LLwSBI+WcIrSXiQcJE4vlXp7Nwdj7hLIssSiiojKx0iz9KxLB3TiGNoGrGYhmUZmGoISw1iqkFMNYCpBtHt7cDVx/+iA0C/C8Dx48dz88038/TTT7N3715mzpzJb37zG66//nqUHnqhlmXxz3/+k7vuuou6ujokSeKCCy7g/PPP7+/SBIKTymA1V4Bw2PYXQ2G2DhLCZeVLL/Hh7t28vnUL1a0tuBwqDptCTDd4a/s2RmRmcfmEiezH4ooZA3+cPn7COJa9+yFvr12BqZmgSYzKKsbn9RKIBvlk+y4+2V2FoiqYsj0tESuzZs0iY1g2r6x6m1vn34DcQ9CzaZq8suptMoqyB0Xu46EcKci4q7gbsCDjHswXiSPbhPg7GookYbfJuJROgeeWOubzTLCb1gkZLjpFnoUkdRV5GoYeJxZKiDzLFu4QeEFMVwDTH8Swt2PYApjomJaOaWqYpo5pxrFigzck+qSsgnvkkYQ7bv369TQ0NHDTTTfxH//xH5xzzjmMHTsWv99PKBRi165dLFu2jLq6utRji4uLefbZZ09GWQLBSWMwmytAOGz7i6EwWwcJ4aL7/Tyw5F2KMv2MHzaMHF925+xaoJndjfXcv+Rdpp51dlqEy6xZs/ib93mq9h1gbuk0rph1HoWZnUeoB1obeXXje3y4dwNZRQWcdtppA16jqqrc+rWv8Mgvf8fT7zzHlWdcTH6XGutbG3ll1dtsC+3lzu/ePeB/N7sGGSdn7g5dSdbrIOP+omMuLyXs4t27eT3N5SmShF1VsCsydpuMXZFwyTIewEXi6NZumCi6iZKaITzkiXozkydL2OwKsgJIieNazA7BpseJR+KYhoGlRFIdPNMRxPQGMO0BDFs7JhqG1eWY19Cwohp9y5xJLydFALrdbhYvXswXv/hF3n77bSAx7/HSSy/1eH3SOVdeXs4//vEPCgsLT0ZZAsFJYbCbK2DoOWxVVeWMM85Ii3g6GkNhti5JSyCA1+NmaslYSnOG4bZ3xqgUZBTgdWUQ0LbQEgykpb5p06ZhaFHOLjuNC8adTSAcIx4/2C1i5YIJ52PJDjYEtzN16tS01fmN79zFn//0NA++9hgjfEVkuHy0RQJUB+rIKMrmzu/e3e+/4JmmRXu054y75Fsg2rvv6ZOC0bPxQo5b3ebyZIlOYeexpW47bAqqDB4k7KaFopvY9ITIs0VNJKtvwlWSJGyqjKLKSLIBVkLoJWfy4pE4hq5hKbFOkacGsNwBDFuHyJPiiQ6epWEaCaFnxuIQ7X0dFmBJEmZfzpwHiJMiACGR5/fGG2/w/PPP8+tf/5qKioojXjtixAi++c1vcvvtt+NwOE5WSQJBvzMUzBUwtBy2MHjXl3WdrTsW6ZqtA1i1ahU1e3Zz3oRp5GYUEtR0YpFIN4NFbl4Jp9vtLN3+CatXrx7w+JINGzZQVlDMWcNn4fNk4nZ5e4xYOWvcTAI1YTZu3Ji2XwjKy8v55W9/1dmVDoUp8ORyyYzP9akrbVmJIOOux7FdRV5rJE4gepxbKk4GptVN2HUVfJJhIQOqTcZhkxPCzmHD7u4Qex1vNllGMq1Ocacnns8WjqMYfZ8rTIo8JdnN6+jKGXocPR4nFo5jSbHO41o1gOkJYGS2Y9oCGFIUy9IwzMQxr2nEMeM6xHv3SU8IPLCQMSWwJBmzQ/BZSCBLSEiHxRsNJk6aAISEEr/hhhu44YYbqK+vZ8WKFdTW1tLa2orL5SIvL4/TTjuN8ePHn8wyBIKTxlAwV8DQcdjC4I5YSc7WNQSDRz0GbggG0zZbB7Bo0SIyVDsTR03CoTqIRqNEo1GsjjVrXqcTp9NJZk42a3dvZ9GiRQMuACsrK5lcNI55Z5511IiVeWedzb4PD6btOD1Jb7vSlmURSmbdhZPZdod38foj6q5f6DqX16WTp8RNnJbU5VhWxm5TsXtl7JmJj1VF7jx6tSwUw0LROkReWE+810zkPipZxSZ3CD0JpI5uXkdXTo/HiAXjGGa8WyfPdAUwPe0YagBTDnfM4nUc15oapq7DMeYNU58aOrt4SWFnSlJnZ0+SkEkYSyQSDmKFpNFEwtLtmLH0BJj3hpMqALuSn5/PVVddNVAvJ/iUMVgNFkPFXDEUHLYw+CNWZs2aRdbIkby2bSsLyqfzyYEDh7lrpxQW8tq2rWSOHJk2Ib1r1y58Lg9OuxPdMKhpaWRvfR2arqPabJTmF1FWMAyn3YnP6aGqqmrAawwHw/hd3l5FrGS4fIMiYy+ZddfZtRuArLv+oGsocjzhtPVYEk4DHAaospTo4tlU7E4Z1ZsQeD3N1Ukdx7VK3MCma52CTzf7lHssK3KqmyfLJkg6ltnRzdPixCMx9GAUUwl1CL0AptKO6Ut08kwlnDJeGKaGZXYYMWLHPh5PCTw6RV3X9xaJvD+ZREMrKfIS7zuew7BjxZyYcSe65sTUnFhxJ6bmQlKdSA770UpIKwMmAAWCvjKYDRZDyVwx2B22QyFiRVVVbr3jDu779rd5/bmF+Jx2Cvw+3HaVcLvG+7urCETj5I0Zw4/vSJ+QtiyI6yZ76+tYuWkjVpyEw9aZcNhWbNzC2m1bOHPyNGK6gSMNeiWZsQcgy/IRI1aAAcvYi+lGj8eyrRGNlkCYrZ+sZ//OLcRjUewOJ/kjx1M4ahJKL+dCTzZSRwfOZ0l4LAmXKeHQLRTNQkVKCDxFxu7rWdylsCxk0+wm7pLdPKUPrUtJkrDZZWyqgmID0LHoFHl6PE40FMGUk8e17RhKO6arHdMXxFRCiZgVq2Mez+oQebqOdYxungXdhF3qdofoS34iunXxutwGwFAx4wmRZ6QEnhPL8CDZPUgOO5LDgex3YHM4kBwOJLt9UB//ghCAgkHOYDdYDDVzxWB22A6ViBXLsjBtCv7cTIp9HjwdHQGH3Ybd42R/IISh2tK6Fm706FH8a3UF+po1zBo2mfPHnUGOJzN1f1OolaXbV7Fkzcfsb2vkmosvGPAaD83YOxL9lbF3pDiURBcv4aQ9UhzKwT3bqFz8Mm2BAEpGEbLTi9nUyI4tG8nw+Zhx4dXklw1MTI1XlcmQZLzICYFngKqZSDETxQBVkZDkjk0VSsfbkUbrLaubuOsUexZSH/7+2uxK6sg2FYxs6R1zeTEiwRi6mejiGbZ2LKUdQ21PHNvagoDZXeBZOqZhJI5tj7DWo1sXT+7ezTO7CDzoFHmSJGFL3k4e2Zo2TM2JGXdgaq6E4NNcWJIfWfV0iDoHkteBYk8IPsk2tCXUcVc/adKkk1HHYUiSxKZNmwbktQSDk6FgsBhq5ookg3GH7VCIWNE0jSf/+Edy7QrDx48j0BZCxo4iKximgZs4s4YNpyYQ4skn/shvHv5dWkT1ZZddxt+e+isji0u4pvwiFLl7BmuOJ5Nryi+iOdDOtgP7uOyyywa8xv7M2DNMq/uWig5hl5y9a49qBPuYx3ZwzzZWvLoQK6uUYbM/h92XnbovHmimYeMylr/6d868YgEFZSc2z+5SFTLdKn6nDZ+s4DbBaYCqJcKRrahBvD35C6dFN1Eky4mzykOxrENMGF3m9PpgwlBscqqbJysWSZGXmsuLxNACAUxbG6bS0cmzBbA87RgZQcDo6ObpHbl5Hbc1HesIzt8jdfGSM3nd2pldjmxtXY5sJQmwFMy4A0tzYsZdiS6e6cWS/EiqF9nhRHI6kPwObA77cXfxZFnG5XLhdrvxeDy43W7cbvdxf44HiuMWgFu3bj3pbU3LsgZ961Rw8hkKBouhZK6AwW2wGAoRKxUVFVRt3cxYvxfFdDJh1BicXeJVovEoBxr24yXIji2b09altNlslOQOY1L+OA40N5OXkYm9ixCNaxoNba1Myh/Hppbd2NLQyeh9xl41t9z179S1a7RFwimXbPKItj2iEYidHMesoWtULn45If7mfBbpEJFq92UzbM5nqV25iMrFL3PRzf9xxONgh00mw6Wm3jLdKl6bgstMCDwlbhIP6kQCcSL1cYwuR6298p1bFop+SJxKH00Yybk8m11GsclIcnIuT0fXYokj23AAjeaUyLPUAIYjgOUNYEmJXDyTDnFnGQmxpyduQ3fh2Wm2kBPCrgehdyjJbp5N6m7CwJKxNEdHN8+FpjmxpAwkOQMUH5LTiey2I2c5UBwOpONc1utwOFLCLvmWFHtOp7ObdrEsi/Z4+3E9/0DSp+/6wdAtEPQfwmDRd4aKuQIGv8FiKESsVFRUoLW1kV1Uxohhow/7RdVpdzJi2Giohfi+GtasWZMWAfjJJ59w7rQzGZYxjJZgmGAshktVUxl7EU1DMwyG5Q9jnv1MNm7cOOAuYICpU6dy611f589/+jP3/vMRSjyFuB1emkPt7GytIeb1MOa8K3l1vx32D7xR5cCuzbQFAgyb/Tksy6S9egvBmp2YWhRZdeIdPgZf8Xjyp82j4b1nsbXsYcas2R0Cz54Qe04bDgOMiE64PU6kPU64SSO8u51wzOB4rS2S2fOx7fGaMJKbL2x2JRGnIpuAgWVq6Ho0cWQbCBE3GhJdPKU9MZ9nS8zlWUoMLLAwOwVex5Gt1XG7KymRJ0uYknK4o7ZHxwnIHYYLqVs3T+oi8pyYhgckP5aciWTLQHI4kXwJgaeo6nF38bp27w596+mXpYgeoSnSRFNjE02RJhojjTRHm2mKNKFbOveded9xfGUGjuMWgLt37z4ZdQjShDBYnDiD3VwBQ8NgMRQiVrZt24YCFOYVY5gmew7W9uiuLcwrxrZ1Pdu3bRvwGiHhsC3KKWD2zNPYsnkrrS3thPXETlULC9mmkp+Xw8TJEzlY0XrSHLZJU0VrR7euNRxPHNOm4lF0dNOB7/yb2PfhG7yxcTVaNIrqdFI69XRmzr0UuzN9R2j1u7ehZBZhhVvZ//5fsVrryPS6cDjsaPE4gerVkDec8ouuxTNiLCXRFs7O9CVEXkOY1vY4dUHt+JsmloWcFHpa300YEqB0zOXZ7EkDhgGWlprLiwWDxI0mdKk1IfJsHU5bZxDLG+ksKdnN63hv6B1GDsvsuP+QXDzZ1i0+xTqKCOvawUu4bRPzvpZuTxzTai4sy4ch+bGkTFAykZwuZHffunhOp/OwY9rkm8Ph6FEw6qZOS7SFpvaEyGuKdryPNBHSQ8f1+oOF4xaAI0aMOBl1CNKAMFj0H4PZXAFDw2DRNWKlJ5EKYFpWWiNWGhsb0Q2Z+taWY7prNV2iobFxwGuETodtTk4OZ5195iERKzZyc3NTESt9ddhalkUwpqecsi3heELkRTRaQwmhF+7FGrJuBovMEchOL1o0yPZPKjlYXXVSDRaSBH5n55Fs1yPaDJfKX7b7CTTX07zsWbLtJsVTRuLPzURV7CimQqwtRvWu3az/6xNMGXMe8Rof21Yd6H0BloVsdJnP0/p2bJswXigds3lyyoBh6hp6PEw8HCQcaCZuNSc6eLZAh9ALYuVESM4SWliJ+bxUN69T8CXu7ZKLJ0sdYk85ehevy+c62b1LdvQkJDDVxEye7gZ8mFIGlpSJZMtEcniQvA7k45zFUxTlsOPZ5G2Xy4VyBMFoWRYBLZDo4EWaaYw2pkRea6y14zPw6WFoW1gEfUYYLE4Og9FcAUPDYJGMWPn9Aw/wzNoKLh8/ocdj6iqPh7vSFLGSm5PH2pbVLO2Fu7Y20M7k3LwBrxEOd9geKWLlaA7bpGs21blLdfI65+/0E0wzPtkGC5/TdpioSwq9TJcdn9N22L99lmURCyeOazPJpnnjBgoLM5k563Scbg+S0jkHaHlMcrPyWFexhg2bFzNr9NieC+mYz7PpxmHRKlIvP4WyIqcEXqqb15F/p0cTIi8YaCFuNWEqbRjJTp4axMqKgNQ5d5c4tu0wYZhdZvQs45AuXuK9KanH7OKl6pQ6M/OkjqBkLCXRxTM9WJYfU/KDkgW2LCSHF9lnR7bZjkvkJbt4PQm9I3XxksSMWLej2sZIQug1R5uJm/Fe1zDUEQLwFEUYLPqXwWyugKFhsIDEcfqdP/wh//s//8MPPvoQKxDEhoWOhOTzMnraNO668860fS7HjB3NvyJxRg8vPaq7tjUYYGd9LWPGjE5Lncdy2FpAXNP5x0dvYPq9RP2lvLahjtZIPNXRO9l7Zk/UYOG2K2S6VDJ66Nxluu34nTZsSk+22AS6ZhBsjhIOdMzldbxF2jsNGM01MRQrzqSJ5Th93kTHqguSIqN6XYybMIn3a9+hLdyILW70OKPXG2mT3GNrsysoXbt5ZhwtEkYLh4kEW4mbjWhyG5atHUMNYqlBzIwwyF07roeYMFLRKgamZHUPPe6YyzMlG0cPCEzW2fXItqObZylYuhPL8gE+LDkTS8rEsGUhOXxIGc4end5HQpblHo9pkx8fqYuXxLRMWmOtNEYauwm8xkgjQS19eayDCSEAT1GGmsHiuefWMnNmDpYZRtc0bKqKJLtZu7aJmv0+sb3iGAwFg0VXNEmi3dRR7BJ2SSFumRimjpbmdAC3202eN5vyYdOO6q4tHzaNtQd24PF40lKnJCt87qabeOzXvyfwyl+5YPoF+DxZxHSTuG5ysKWe9zcsZV3LbiZesYA3twz8UfXRDBaKw0l2yTjyRk4k48yL2L/4L0y2N3L2WWelRJ7ddmwxYZkWkaBGJNAp8JJv8V4I3OraneTkZOPL9HWTRZIFKhI2ZGyWRFZWPnsLigju2kl28exjPm/XKJWE01bCMuIY0TBaOES8tZ242YQmtaAr7Vj2AKY9jOkPgdL9+7izm2ekunkGOgYmlkTnca0kd2TkqfRG5B1pAwamG8v0YUl+IAOkTExbFrI9E1T7EUdMeqKro/ZQoXeoo/ZIxI14SuR1FXtN0SaMI8TKnGzssp1sZzY5rhxyXSc/wLyvCAF4ijKUDBaXXHIdDz34E9741zpGl9jI8NpoC+pU7dOR1Vy++4OfiO0Vx2AoGCwgIabv/cH30ZoaKS8oINuXndoN2xxoZtf6dfzoB9/npz/7eVrEdCwWY0rxOIpyhqPpcaobGnDYlJS7NqYbqHYXRTnDmTJ8HNFotN9rSK4jS3bruporWjvMFYGojmXZcc65kncXL+L9lx5hVMYw/E4f7dEAu9pq0XxeJl6xYMACjJOoikSmS2V/4x4yCkrIIMTed5+DSCvDsjNxut3Eos00V2ymdtsypl74eYIFJUQO7GJM/sU9fj60mJEQeW1xwl3eRwMaZl/HMCyL9rZm/D4fPlnFpsnYZRs2ZJQuAsoyTZAkfB4vwUinGUCWpZTDNhmpgqlhRUNokRDx9hBBo5k4LehyK6Y9iOUIYXrCWJmH/72xunTzDEtHt3QMyUx085Lhx3JyFq/3P9oP7+bJSJYb8GPhx5L9SHLiuNayZyEpKkef9uskmYt36Bze0Ry1PdF1Ni95dJt8S1fMioREpiOTHFdOQug5c8l2ZZPrysWn+oZElJ0QgKcoQ8VgsX79et7+xz/4bH4pZZnl1LS3EWnVGG1TuXJyBntaW3jzhRcYO3ZsWgTBUDBXwNAwWGiaxoM/+xnRgweZM34qw/JLumXsDY9HyfHvY+W2jTz485/xl2f/OuBiOhaJMa5sNJJq4rH7cecMIxILYxo6dsVGjsNNOBIkboUZN3I0sWjsuF/DNC3ao1pq5q4lHE+4ZruIvJjeuwDfgrLx5N78TQ7u2kLt7q3si0VRsrMYcfaZFIyaeFJWmHkdSioCJctt75y5cyeOZj12BUmS+NUGN7uq49R+8ALDc7KYMO9yvP6M1PME29vYuqGCda/9BVd2EcFgmFBrrFsXLyn6tCNs8OgVRzFilMo+dmut5ChuTMPENE2wjM4Uuw4lpKgy4ViQQkcmWbk2iIfRI2HiwTAxrZV2mtE6RJ7pCGM6Q1j+MIcPAHYe2xqWgS7pJPp5ZsdMXtcVZjI9Jz/3wKHdPFkGXEj4E508KaNjJi8b1CyQbF3/946K3W4/ouHC4XAc17Fv0mnbrZsXTQi+mHH830v9gcfmSYm8HGfn+yxnFjZ5aEuooV29oM8MBYNFt+7aabOPKFrS2V0bCuYKGBoGi1WrVrF5fSXzJ01n5PAxPWbsjRw+hnA0yjuVlaxevXrAs+vcXjdB2WJa+RS2btlGU9sBHKor1aVsajuAy+Ng2qSpbPxwB27P4REmUc3obq7oiEVp6bjdHtE4QW/FYSTdiwaJzWB9dTPaZKmbmMtM3VbJcCXEnnqUubuuuF0O6rZUMH7SZGaddV7HDKAFZiLrzu/wcvr0c6hY+R6126pwjL6Q1a+dQAxZVyPGIfEqRzJijCscw9oNG2gPteN2ORMhxpKBhIlkmWBaKMhEQgFk/QAzxxew7+BziU6eI4TpCx0yl9dRClaHyNPROw5sDQyM5Gye3DX8uPdCr2s3T1YUkBxIdAg8uYvIUzKBxPf4sQSeJElH7eL15d+KsBZOdPKi3Y9uW6OtmBz/dpITxSbZehR5Oa4cXDbXgNczUAgBeIoyFAwWQ6G7NlTMFdBpsPjzY4/x202fUIxEhqrSpmnsxyJz5EjuSqNZZdGiRWSodsaUjj1qxt6Y0rGs3rGZRYsWDbgATLprDcXizLPmHBKv4iIndxQZmdnUtTSyuXEfBTnns2h9baeLNnzkfbMng+PdYZs0VmS6VTI6BF6qi+dW8TmOz6l5JHTNQDJUHIbGhNFTUCMmkmEkjKqHiLFJY6ZRU1VFW6S5d09uWd0NGL00YiQNGIpdxiZZKOjMGTOS1yot1m5cwXkzZmG369jsEWRHBMUeRbGHke0RDrbVcF5OnJLCJjS5tbMUTPTUfwYGJrpkYmJhyof2145P5EmyhCwrSLI9IfLkTCQlE0vJBCUbJD9gpzeHtaqqHrGL53Qen3kjiWmZtMXaDpvNa4w0piU3T0Iiw5FBriuXbGfiqDYp8vx2/5A4su1vhAA8RRkKGyyGQndtqJkrysvL+e/f/IaFCxeyePFiQoEAnpxsLrzwQhYsWJDWvZW7du3C5/L0KmPP5/RQVTXwmyHKp8/AmZfBCx++wXXnXIum+nDkuZF0k7hhsjdsYgRaeXXlIvZbNnZZ+VRXNQ14nXB4xIrDn41dkbHbZKxwKwfWv8+eD1/iqul3MOe0mWS4VRy24wvUPRpd41QSb7HEbF57nFhEZ/u6GooLSnDrCnLMQNfi6PE4lmUiSTI2ux2bakdVbOTmZtPYXtft+aUuQcldj2+Ptd9WscnYbBKKZCJjoJgaaBGMWBitPULcaCNoa0OzBzEcQW66JodtkZ0YeXV4s7JQu/zCp+kaB1tbiIbCFGfkEJajGJKJgYmBhSlZHC7AejdBJ0mJGTpZVhJzd5IPSc5MdPGULCw5E/ABrtTzHa2ve2gXr6vYs9vtx6znSMSNePe5vGin2EuHCUOVVXJduam3rvN5qpzePNbBhhCApzDJDRZPPvkov/rVKjL8YdwuCEegrd3NiNJpfPOb3xC7YY/CUDFXJFm/fj1P/vGPHNy/lyyng4JML+FYjLdefonKigr+3+23p+3rbVnQ1B7kw8pKpuWPP2LG3geV62iLBhh+EiIWdcNMZd21hDVaQonOXXM4Tks4Ya6IjT+PN15dyIG2Zzln6vlk+XJSj28JNPHBxk537cmYsTsSDpuc6tZ5VfjLS++QWzqWKeddTev+HbRsrSAWj2I6XOSPHM+4K77AxqUv8fo/n+fSc2aj9lH8GbrZ6bJt6yL22jWMo4ixWDxKTnY26FHam4Igg2yTE40wE+LBIJjgtKnkZeVgBkN4W6O92oghyRI2hQ6Rp6OYGrIex4qH0dsjxPUQETWApgbQ7QEMewgrM3Fsi9xZs2mZ5Oo6tlgeewMN7Knbj93hQFFkNMMgFosiS5Cb7cd0QECKIUtdu2XHEHpJkacoyIoNJA+SnIlky0kc00qZWJYX8ADyUQWezWY7oqPW7Xb3qYuXZDCaMHx2H7nO3MPE3qnazesLQgAKkKIWxgGL5p0GbVgYSOC1kPLTG2I8FLprQ8FckWT9+vX8+hc/J0MyOXfSWPRYDF3Tsak2bA4HW/fW8NDPf8Z/fv8HaTHUlJWN4OP3lzOn/DQ+N33+IT9IExl7n5s+H73C5MX1bzN3ZNlxv0ZvBN6xTKP5ZeOwrriBde++xNpXH6bUmY3H7iYUD7M32oyUn9fv7trkxopMt9p5RNsxc5cUfU61U8CtXLmSaChEcflsKv7v92jBZrKzMnE6XURbI2zc+jFbvdmMOf1Cdm1YeszxCcuyiEcNwm0xIoE4obZOI0YspPVpotDpcBFtjoBkIakmNlVBlWVUZGwoqHYZ1ZSxSQrbQ2EyfTbcoe7/HiiyhSKZKJaObGrIRhxJi2BEI2hGlJgaQlMDaPYguj2AmRnCsoexbN3Dfq2Obl1iG27imFbHQDM1DJsBqkW+K5NgJEI4FkPXNBRZJtfvw+NyYpNlLMvCMq3EkGW3L15C5EkdIk+SnSBnItuykWzZWPjB8nUIPVtHPanCun/ODllh1lXo2Y9zW0ZPDDYThiIpnce1HZEqyTeH4hjwej5tCAF4CtM1v+6rZ88ddPl1Q6G7NhTMFZAw1Dz5xz+iRoJk+33s3VmNQ3V3mBfCxLQw2W4H4fYgTz7xR37z8O8GvNZx48bhd/iYnD/msMDdJBISk/PH8I5jBePGHS6w+kPg9ZaIBfV6lKr2WmTJhmnpqDL05fcmuyIlTBXupMizk5EUdy4Vv0tFOUJge09UVlbSrss0LltEQU4WE868rEeH7dZlL2P3ZKbGJ0zDJBLQuh/bdnT29F46j49KhxFD0U0m54xiTcUSnGN1inxZdLU9QEL7SLJEe6CNxvp6rht7IW6jPSHy9BhWLIxuGmhKiIg90cnT1SCGO4SZH8KyR7q/NFbCZNHx3sBCl4yO41ozsQYNk65/QQxLB8tEkWRURSbD48bv7jQFJNaaSSCBYSZcujaXE1mxg5SBrGYjKdmAH8vydYQkJ+byLMA65FOaDD/uaRavN+HHvWWwmTCcipM8d15C3Dk7xV6WM+uwXwQF/YcQgKcoQyG/bqh01wa7uQIShpqqrZsZ6/ciGw5GFY/uFrESjUc50LAfLwF2bNmcFkONruuUl07CMhVqmxqPELLcgmkoTCmeyI66Vt7adKBT7PWzwDsSXWfrRl19ba/WlyVXkiW7dZkd2yqSgs+lKv16bNXaFqBh7w7GjRvXxWHbidfr57TTz6Xio/fYt3sfwb12Vi3aRSQQ759tp9YR5vO6GDGmOIvJkr1s2vYJ82adiU2WUu5ayTKQTBND19i4+WPyFIMRvlbajI/Q7UE0bxDLHsJ0hFMrzqwOb3M3kdch9IyUxDMTb5YFWEcfmgNSR7gd72RZQpbkxHtZAsuBZLqQLSdVdXEszxhG5U4nMZcn9yjykoaLQ7t4ScNFf/09GIwmjGRuXtdOXq4rF7fNLY5t04AQgKcoQ8FhO1S6a5AwV/zykUdYu3Yt69atIxwMMtzr5YoZM5g5c2Zaa4PE11trayO7qIzhBWVU19cd5rAdUVAGByG+r4Y1a9YM+Nc7FokxccwEXA4fTcEw7ZEoTtWGTVHQDINIXCOuG+B0kZ1fRuXuBmzbGga0xp7Wl8kS2G0yDpuM3VfIyOIvsOuDfxHdtIS7br2EPL/7qCvJTgbNTQ1IWoQJU2YiaRZasBU9HEG2wCapqHYHNtXB1DHTqd1RxcHaesKB49+BmjJiHOq67Tr7Z4FlGmAYyHQe16pt9VxdMokXd33ASivKzAkTyMq0oTiiyPYIMVppDlQz7cwA4/MKCLtWIStyl6PaTpGXEHwmptXRxUuKvUPV11H/Z+iw2EqJr6tiA8sk0B4lw+ZFldzIhgvLdILuxNIdJJ27oZjOvgPtTCgfCySEXE8C70QNFz0hTBiCviIE4CnKUHDYwtDoriVRVZUzzjgjLZ+nY7Ft2zYUQEflpQ+W9OywtW9h5rjx2IDt27adlDq6HtE2hzqy7zo6eMv2tJHTGmTyrLHE9u8hGg4Ri5vIHX0bS1JQM/zkFI9kdcVOFIfvpNR4KKoikeW2k+VWqa/aiGLGmH3+JfgzPLTs3Ubz3m1EY1EMhwvvyPEUjppE5rmXsvW1J9m7fRNFJ/nvgxY3CLd1hiKH22O07TMozR6GLyqjtRxEMTVcSuKXOtOMEw+GiMsqDpeX7KwMWoJHF9KSaXV08Ixu+XmK0dFCs8AyDEgJPQPZ0lA6jmttJP7MsHTithAxNUDUf5CRs9v4yulF7I7uwXDuot1hR1Fs6IZOLBbD4VQoysxDdjpolTRQpESnzzI7+n1m6uNetS4lQJYTN2QpZb6QFAeSlIhSkeXMRG4efmTDw47K1fitdiaVZHVs2QBZsvCoFm6bgVsxWbx9F8hFfO5zn8Pv9/fbUW0Sy7IIakEaIg3ChCHoN4QAPEUZCg7bJIO9u5ZE0zQqKiqorKwkFAzi8XqZPn06s2bNSnuNjY2NtASjrN60+agO29WbNtMSjtDQ2LfdsJphpgKOk8eyLaHE7dZwnPaj7F/1F4+lasM/iWEwbMI0Iu0tRAKtmIaBrCi4fJm4/Fm0BVvY1VbLiLPP7FONh9JV4GV57GQmb7vtZHk6N1cAPL7xLTILSlDjAT5+7i9HNFdMvfDzWL6CfvvFyTItomGti8v26DttJUnB5XQSa2/CY5dR7TK6mTj6lCXw2mU0QyPU3oTL6cRmVxIbMUwr1cnr2tWTTQssC8swE0LPMJAsHdnSkY04ihFHwUCRTCQMNDlCzBYg5gygdczm6Y5gwoAhmVhAzNAwJBOPIjHBGkZbNER7JIRuGthkhYzsHDwuJ2ARMSNggXKsebAuXTwkKfF1k2Vkmw1ZUQFvh9DLQlaygeRc3iFRKlbiFzq/380ZZ81lyev/whndxqXTCinNceBULCQJDraEeXHFLrYGM7njO7eRlZV1Yl9ny6I93k5DuIGGSOKtMdJIQ7iBqNH/awWPhTBhfLoRAvAUZSg4bLsymLtrcHi8itthJxyLs+T1VykoLk1rvApAVmY2B5rbOWvaGcd02P6zZjezs7J7fJ4TEXjHonDUJKp8b/PBxqVcMedzeDJy8GTkdLvGNE0+2LgUzeelYNTEXj1v0mDRG4F3LALBMOFQkMrXnjmquSK1viwU7v0nADA0k1AX40UqXqU9jnkc60GcDhfxWBSHZBDTDCK6BLZEeLBlWtjiJnZJJltVkeMaOXGF3LoQspkQeJZhgqEnunlWR4yKEUeREiJPwcSUNOK2AHFngIi9U+gZjhCWEseUEv255FGtKXXetgBLTnbxLCzJxOFSyXX5sTAxO45udSsGloVpWsiyAshdRJ4McofIk6QOl62CJLmxyECWMpFsGSBlgeUH3HS16FoWvT6qLSsr45kn/8Bv3tzBaL9GlttGS1inql3FWzSGO77z78f1/W1aZspt2xBpoCHckOroxc3jP4o/UYQJ49RECMBTlKHgsB0qJONVMmW4dt5ZZPn9qfta2tv5cN2GtMarALjcTjIcGUwtGHdUh+3UgnG8a19F1JJZvbu5XwXesVBsKhMuvIp1ry7EWvEip5XNwGFJGIaBoijEJIs1e9ZR2bqnW8beoQIv0c3riEg5ToF3LHpeX9aJ15/BrLPOo2L5e2zbXIHrvMNFwbECkvuDXH8hTQ0NhKNR/Bl+nHYVVVawoWBDRjLBMiwCwQCR5jbGleShNNd3iDwTm2QiS4ljW00JE3e2E+3IzNPURECyoUYwJROD7sYLs4vI6/4/bnY5vjUxTB3d0Du03CFfH6mjEyeBYYAJqDYbstOJpChIkh06VpzJchaykgWSv6Ob19lt78lV29Vd29uj2vLycn7xm/9JnUIEQ0H8Hi9fOcYpRDJWpWsnL3l7oOfzhAlDcChCAJ6iDBWH7WAnGa+SKcOlZ8+hqbmJzTX7U/l6OTk5XHr2HN74aGXa4lUg8YNwYuFoVMVNTVMDuf4sbIot0X+xLOKaRmN7KxZORueNYlNdkJfW1Qx4nfll42iaOYfXXnqG99YtZmzeaHxuP8FIO1WNVcTtcOPXv8E1n7vopAi8Y+FwOFC0MGMmTjlM/CWRZJkxE6ewc8PH2HBQX93e/eg2EMfoj0iVJD2sPjvNXszH9hxqqncz9rSzkZHAoMNhqyNhYqKzYdsaMg2DKV4J1bELTQ0QtQfQk9l5jiCGrHeJTiHVyTN7EnlYiTw86xhGDAmQJTAT+4mxLCRboptndSzKMC0IhWRiAZVozElRaTledxngBxwkj2wHylV7tFMIzdRSs3n14fpurtuBjlURJgxBbxEC8BRlKDlsBzMVFRUc3L+XC6ZMZNWq1URC0W75erX7DuDyOJlUVsKSjVtOups6eUR7aOeuql3G787EsrkJaBptBw/itCnYFBndMInqBrLNiepwkuHLJuDLPGk1HkrXDl7r/p2s3LmW4rM/Q05RKeHmg4S1KIpjOBPzLqD14F42rv6Qq849jZLige+mxmIxhhUVoIfbsbLzkCTATJgkJMNCMkAyTLxhibKCkWxZs49xmbX98tpdV58puoktpqFENWQtcVSbmM/TkQyDrGCAa0bO5h9VS/lozXvMHDeZDI8L2R5FsUeImC3sa93JqIltlF9SSEvmEloV5ZCcPDpWmfVEVyPGEYRe8qhWlkGWU0e1yTcFiIct9BhEoiqBsEzEVInqdsJhG/F2GZ9ix6Eo6K5szhp5MT6f76S7ao9GzIilOnldj29bY630JIdPJsKEIThRhAA8hRlKDtvBarCorKzEbujs3bUbh+JlVPGoHvP19lbtRjX0EzYFHEngdc3B64mQpeJ2Ooij43H4cGYUEosngnRlu0KW3U00GiKkBzGdDlSXp881HopdkVJHs8nNFdmeztvujg6epmncufBhHAUjOe38azi4Zyvx1no0EpNbTq+f8inXsnHpSzz2p6d45LcPDdjX3jQtIoE4jQfaKCkqJcO0oe2vx25zYOpGIuxNSpgNTF3DZhnk5OQQix//4L5kWNh0I7HuLKZji8RR4hqybnTM53U4ba2OeTzJxCZ1RKxIOthjhGy7KBvTxq0TivkksJ02dxVSth2bXUHXdWLxGJl5CgXZuUhOhQAGktyTgDmC4zZVLIlZPEkC2XaYyINEWLIk2RMbL8hAkrOQlUxkJZtAJM7mbevJskXJdcsowRD2WIRCRaO4QGX/wTq2tPu446vfHNB/h5JByfWR+pTztj5cP+CO2+SxbZ47jzxXYkYvOasnTBiCE0UIwFOcoeCwHcwGi/b2Ntqam3FkFh41X6/m4B7am/fS3n70HyB9FXjHIn/kePZu2YSSk02krZ1wewBnqlOp0dx+AMmuYsvJYV9VMyNGnt/r53bY5G4ryY4k8I5FRUUFu2qbyCmfyvvP/uaE15f1BS1uEGlPrjrrnM2LBDUsy6K1Jk40GCfHl0tTUyNxI4AsWSSUkIVuSUiKjazcXDRNw5np6vmFko7buIkSjSfeYhq2uIFkGFh6QuSBhY2k0OsUfLKqoduDxG3txO3thDqObuOOALoSJ27qGFioMky1CghGwwTDIQzDQJUVsrLz8LoSc1+W1RGhbBmHZOh1CMJu0SkykqQcJvIAJElOrDST/EhSJlJy3ZmUiSQ5sdlUPB7PYR28yZPLee6ZJ9mzu4rRfo1ct42WgM7bNSreotHHbbDoLZZlEdJCPc7nBbWBTT2QkVOzeXmuvJTIy3HliGNbwUlDCEDBoHbYDnaDRWNjE+3BSK/y9dqDERoaGqkPRBMiL5RYT5YUd61hrc8C71gkHbZrdldw2RlXEwu2EQm0EjcMZMVBlq8AhzeD11f96zCHbX8JvGPR1/Vlx4tlWcRCeje37dEiVboyZsQE1m7+iNrafTgddiRVQlI6hJBlIRuAaVBTs5/GhkYunHUVsmaiRGKJt5iW6OppRmJ3mGEkHtch7FJvGMg2A9QQmj2ApgYIqe1E7O0JkaeG0busNDt0Hs+SErN4CY0m4XN78Lk9KQOGZZnoVgzTNDANE1lRsKlql/iUZDdPpqtnKCFznQlXrZSBJGcgydkoag6S5MPhcB02h5d8U1W1x78nubm5TJ8+/bgNFsfz9U5GqzRGuwu9iB459hP0I4qkHCby8lx5ZDuzUeT+zQ4UCI6FEICCQctQMVjUtQb5aP0GZg2bzPljzyDLndFhrujM13tvbSX7WgPEdjZie2fHgNfY1WHLqn9xztTzyS0eDSTWW4XCLby37hWq4zV89bavMXvW6H4XeMfimOvLujhst2/fTlv71KM+n2GYRJLGi7auu201DKNvg/ljSicSD+ls2rae2bNPx+lSkRQJyQKbJaMYEmbMZPXmDWRFFWaHvNg37elYbAsKXTt5BjabiaTEMDpEXlRtJ2JvI+YIELcHMGSjY5XZkUwXPZE4rjUtPRGnkhR9ycdLYMkJk5eJhCVLuBwOJFuXHweWgmV5wcpAwo+kZCEp2djUbFyuzG7irqvg6+v3X3/8EmpaJq2x1m7zecnO3kBHq9hle2ouL9+dn7otYlUEgwkhAAWDlsFmsIDEEW2yW9cSitMYtRGJGpQNL+XSSRcgSzKxLg5Pv9PPFVMvpC0YpKrhIA7PwGyv6EqygzfxzFlMK/az/OUXeHbpHxhmz8Lv8BDSIzTqbQwfV8rPfvD9tB2np9aXTZt1VIfthGmz2LFpPc1NjViWhRYzDglIThzdRkNa/47lWxatB+qZnj+ZDQfWsGPjBmaOn0a2JwM54bOlLRSgcut6wgeb+cKoebj1AG6HDVnSsRxBdHuQiNpKu72dmL0dzR5Es0UxMI9huuixoI7j2y7Hth0OWmQpEbSMmdie0dEN7HwkIMnEYyqG5sHlLMOyspCULGxqLl5fAV6vr0d3bX9vuTheDNOgJdbSGZbcJUNPt05eTFFPJPPzUvN5HZ09YcQQDAWEABQMWroaLGySG5QMqpuaUvN1hVk5mHGj3wwWcLjAO9YR7ea9deR685g6bBr1rc3k+DJQu2xY0XSNpkAbU4dPY139LmKhwAnV1xNJgZd9SMhx8s9camcHb727jU/8DvZIOruCdUghBcsy8DtsZB3P3tSTRG6GD4ezp+F2CwyQTQuP7GBYVh5tNQYf/WMnWrwf89QssDQNIhGkSCxlwFDiif22rnCML445m7PyS3l12xKWHFhMZlYGLqeDaDREJNREUabKlReOJjOjjpqM/Sh+Dd0eQsfEwMQ8bl1wiONWslJCL7npInFUa+uW8KjKMkY0iqHJaJaLqKYS0RzETCdxy0VDgwZBG1dfdjUTJ05MCTyXy4V8BAE+kHSNVul6bNscbR7wDD2PzdNN6OW6c8l35eNRPULoCYYsQgAKBi1Jg0WLZWdvfT2W1n2+buPWKiQVSvMzaW9pPqbBAiCum91MFcnbzaHE7WDsOH+wSDAyu5hRJVNoaaljX1NjD/EqLkaVTGFk9Rr6EgjisMkdWyvUYwq8o7F+/Xoe+NXDtLkKGHH2Z2lvrEOLRVAdLvy5RVTX7+X+X/6We77zzbTMU+bm5pLh9xI6eIDMvOHooRB6OIpsgU2yYbM7sKl29FCIDE8mmHLfxZ+mY8ZiEIkgRzpMGHE9sQLNkrGREECSZHUe28omTeEDWFYbk4ZHGVk2iV3aPuqNeiR3E26fic+fEFGS1EzIspCQjtjNPJwuQq+LyEs4bJPzeB3O2sMeKmFoLix8QAaSlIFqz8UwHayr/IQDbfXoHh1cJpFgE3qjTlleGXf8v/S7/ONGvPPINtyYWoHWEm0Z8GgVv92fEHnujm5eh+Bzq+4BrUMgGAiEABQM2oiVxsYmahuaiYRkZhROOuL+2nX7N9MSbqapqan/Bd4x8Piy8Ll1IpEgJcWTCUfaCIXbUvEqee4M3K4MGhr34nP78fSQr3eowMvussUiy632WuAdDU3TeOxPT1ETVdBb9tKwvbKbw3bH1o9RvdmEXJ6THrFiWRbxiH6YAaNxVxSX5MOvq8T21WKTwGsDWZIwzRixQIiI1bERQgaX8xg/lA0TMxrFisUgEkWJxJDjGra4ic0EVVJQOoReyoQhm9gkDQkDyRYi6mwlbE+aL9oJlTVhOiI0KxIW4AN8eIDjic3pOK6F7kJPTjprjywYTcOOabixLH9C5Km5eLzDyMgqJSsnF4/Xe5jp4trrtU6DRTiId4SXGWlw+ceMWCokuWtYcmusdcBqgM5olWSkSldDhohWEZxKCAF4ijOYI1YMw6ChNcy8ERNS+2sti44sMshwZnDl1IuIaTov7q/mox313Ldo04DWqLo8mK52gloAGveSnV2E19O5R1fTozQ27SVqBFF9LsaV5nP51KJ+F3jHoqKigvVbdhKKGwwvKjiiw7ambh/rW5R+mac0DZNIUDvEgJEQfXoPmzBGFI1jVeUHREIBMt12nKqEIstJ6ykuxSSqWbSGIrS2tDJ2zkQwTaxYPCH0IlGIxVCicWxxHUW3sElKp9CTEnmCigQ2m4ksachynJi9jbCjlYAjQNTeTlxtT6w6UzQSSSidfSjLtJJ+jmNgpfbZypKVMF5IgMwxRZ5lKhi6E9P0IpGBas/B7SrCn1lKdt4wMrKyjst0MdAu/5gR6zaf1xBpSEuGnoxMljMrZcJICr0cZw6qIqJVBAIhAE9hBmPEimlatEU0msNx9jW0keHIZFLeGOK6BRhYh5wIWcCk/HEsdq0hEjn+0N0TJX/kePZv3YynMA+9tZWa2s3YZTs2RcU0dQw0MjK9jCgZwbLWFdxy5fmcMTZ3wOusqKjg4MGDx9xhy/L32LZ5E2vWrOm1YNDiRneRd0h2Xm8ZUzoRI2pRtfsTPnPWXCzLwuiISQEJp82GW4XKjWuxB3VGt0vI6zZjIyHyVElBRkKWZGRJwaYmjm4lYsRtQaLOVkL2dmKOduL2xF5bQw0nunAddXartofSO9JeuohAqyMe2cQk4bY1JRPNNDB0C4/bg2TrQexZYBhODM0F+FFt2bhcBXh9xWTnlJJTUIAvI2NQmC6ORNyIHybyGsINtMXbBrQORVLIceV0Htm6O6NVbLL4EScQHAnx3XGKkq6IFcuyaI/qtIbjNCdNFqHEcW1zKE5bRMPs+MG7aXctEwvHoyhe6pobj2iwsNu8TCgYx9bgyfnB47DJZHd06xIzeJ3zd97PjOW+/R+zfe9qJmWPZUvTbnY37SduaNgVlZE5xUz3TuSttUvJKMpO207lLVu3o0hWrxy2O7d8wrZt27vdd8TsvLYY8f44VregtaGJWcXT2Lx/JctWLmf6uMlkuH1IloSMTDAcYu32TWj1Qb486TLyTTtOVU6IPCmORpSYq5WwvY1oR4yKZg9g2oOgaAmDR09TZb3RqFLiQkuGuKahmzooFnSPyUsEsJgWhgGKYkOSnGgxF5bhwSZn4XDm4fMOJyOrlNzC4WTn5+N2ewaF6eJIdJ3Rawh3CL1Iw4Af3aqy2mnC6BKvIqJVBIK+IQTgKUrXiJXlK1ayZ/8BmoNhLFNCki2yvW7KiguPO2LFsixCcaO7gzYUT83gtYQ1dLN3XSGPPwuPbpGTO+KoBouc3CK8Djcev/fYT9oDRxN4We6EyDjaEe1ZLNDtEAAAWGtJREFU587lv75zDw5UMrNzyM8vwOXMIBKN8H7dWl7e9A4xNH72qwfSNlPZ3NRAdlYGXn8GpmkSCbQQaW/FMnUk2YbLn4nLl4XX5yc3M5OG2hb2bGgk1JYQfJH2OEYvv25HRdMxY1GsaKzjfRSzYzbP0drOxbljmOnJ4vUdH/HegQ/JzM7C7XQQiYZpa24hS3HwpRkzyc5v4oC/HjlDQ7MHMe0BJDWCJVk9C71elC5JEsk+oCV3NWF0HN92IMs2jIiGpZuggISMFleJxVRCYZnWFoN40MU5Z1/JlGmzySkchj8ra1CLPEi4bhvDjYn1Z12OcAd6z61TcXZbeZbs7GU4MoTjViDoR4QAPEVJRqx8XLGOHfsacdu8jMkek3LY7mzaS/XBrYxraEJVlG4RK5G4kerYtYYTx7WtXT6O9TDf1Rcyh40g2LC1VwaLgBEhc9jEHp/nRAXe0dA0jRdefImo3UZeQT5lpSMpyMzFrtiJG3HcOT527VXYf/AgL7z4EldffXVaRGBubi41B+oJNNcTqt+HTY+Q6bBht9kxdZXoQQ29KYzDnUGWMwNV87F7Y2PfXixpvugwYJjRaEr0KbqJTVKwdxzZ2rChSg4U2U7MaYEeoCQjn/H5F7OhdQu7Y3uxXC14MqGwyEderh1F3ULIskCSu4i2Do6pU6TEMS6kDBhWx5Yzkjl6R8A0VEzdDbobJe5gz95mqutaqIuFCSlBAtEY9oiLqSOn8u9fOznry/qDZLxKspOX7OoNtNDz2DzdIlVy3YnOnk/1CaEnEAwAQgCeorS3t7Fv336MmMKc0llcML7TYWtZ0BRsYcn21azctQbTpmN+Uo22eActYY2INjAZXIWjJ1FVuY7a9hp0U6M+2MKuht1EtQhO1cWovJHke7NoCNXTrMQ474zZnDYmp9vKsiy3HZf95M1QrVq1iop165k4pZzT5l5INNRGuL2VkGkgORzkF06mdNZZrPlwMRXr1rN69WrOPvvsk1ZPV7oe2+ZnlCBpW5AONlLiysbjdCQMFh0YpkkophFqbyIWjZJdfIw5RdPEjMWworFEFy8W6xB8Ucy4lprLS5owVGzYZDs21QJJQ5c0NDlCTIkQcLYSt7cRklqw7O3YnBFQI+RJFnmSTNJhm0jB00lsyD2aQJBSocf/v707j4+ivv8H/prZ+8ixm2wSLglyI2dAAUEBkaLVgqh49GsFD1qlVWtFv7TaHx619SgWr0JblaJ8RdEi4lGsUlBRQRAIhxAOCXfue++d+fz+mJ3Z2exusrl2k+z7+XjkkYX97MxkyZBXPsf7w9Q9eJy0RZpUSy/Wm8ZBDJgAwQwIFhj0WbBaeiHTdh6yc85DpiMH5kwbtDod/P5Gq2vNyVldG4sc9NS9eWXusoSXVzFpTcgx5cBhdiDHnKMsxrDoWrJymhDS3igApqCAIOL4qXM4XVqNWcNnYNbIy8GBg9cvBncWACyGdFw1/DL4BQEfHPgUwqlzyK9N7CKLvPOH4ViOA18Uf4vamlJ44EOWwwGz0YwSzzl8t2c7zLwB5/XojTFjB+HheVcn/Afvhg0bwGt1uKBgAjRaLSwZWbBkZEW0u6BgAn4o+h4bNmxo9wAoigzuemlenjxkK8/Rk7c8y+B7o766HtqAHxadFZpGPSwajoNFy6G+rg41VVUY0HcowBiYzycFPI9XKanCPB6IPh/AGHSQQp5RCXtm6HU8gAACvBd+zgMv74VLVw+fsQY+gzQnj9e7wOld4DReJYpoRWnlrBhcYtG4F4hDcAFGcFEIzwXbcFww2AV78yDvqNFE0BN1YIIZXMACXrTAZMpFelpv2LPykenIhcVmhzkjExpt7P8iO8se2gExIAW94EIMucxKlacqKUFP7tGTA59Za6YePUI6IQqA3ZB6Ja00Fy84D88lzcur9wTwReERGHkrJuYXQBSBaGNnPMdj8vljsenQN3DVVHbY9fIcwodlg0OzdrMe6UeH4a/Pv4ChA4bi8oLLYbNmSimA41DdUIOvd23FJ/u/wP1X3J+UXpejx35AtsMRVlIlGmt6BrKzs3H06LFWn0vwixGLMJy1Xrjrm19ta7fmwgA9Tpw6hjz7GAgBEcGtJADGwIkMHGM4UXwU6aIO2eVOuOt2gYlSX5sW0rCtFPJ00GmM0HAMAd4HP+eDn3fBybnhM9bAb6iHEAx5ctADJygrZzVMroSH8G+74ApbQKl3HPr74EPGM/gDAYiMwWgwAhwDODFqzOHBAYIJnGABJ1igQRos5jxk2voiw94LVptdCnrpGeA76UpbtYAYQJWnKnzVrbscVe4qiEjcLi7q7c9yzMGgR7tiENLlUADsguSVtKGFFj5UOf3KPDz1StpY/D4PhmX3gyioS1o0Og8AUQAGZJ+Pg15Xq6+X44B0ow52VaFjm0WvzMtLN+rA85FX4HK58O47a5E/dBjyhw5HqacKLtGjzK+r97mQP3IE3DoO//fmGvzyl7+E2ZzYiv08BxiCwbOpxRU8z8Og1yOen48+TyAY8Lxw1obCnsflb/V11lZVY8qAsdh1cgd2FO7GyAHDYDWYIH+jNLhd2Hv0IGrPVeCaAZfCFtAh02gFrwUYH4Cf98HPueHmvKjVN8BvqIOor1dCHq93gdN6wSAHRig1G2P8fqGQQwOTPzgOjBOlOXrq8ioQIYhM2kpNBLSiBjqtFhy0QEAKebxogRbpSLf2Qpr9PKTZHLDY7LBk2mBOz2jBrhzJI4gCqjxVymIMuVev0l2ZtKAnh7xsM83RI6S7oADYhbzxTTE8nAE1LVhJG4uW08BmzYbLL6K0OnaJFZdfhN2aBS3KmzxemlEbnHOnC/XgWaR5eBkmHbSalv/gffPNN+F0eXDJrJlIy7SjuuQUyqrKwAIBcFotrPYcZOf1gTmnFza+vRJr1qzBHXfc0eLztMX555+P01u/URZX8P4GZBoAvYaDT2CoqTmNep0Vlpw+8Djr0L9gBIBGZVVUvXmuWl/rtzdjTFl0weQh2+ACjLSSEgw3OdCz73h8dmwnPjuzGTa7HRaTBW6PVFg5Q2fC3LHT4LBloU5XhoaMU2AGOeS5Q8O2nACtujgyg1QLr6lvSY4L/ZLBccHfOKShWyn0Mfj8PviYD5xGmpMIxsDJ+9+KIrxeHl6vFhysqDnngV3XEwUF02C19ZR68zJtsNjsMFnTukTQE5koBT1X+KrbSk9lQve6NWgMSshT9+pR0COke6MA2IUcK3fCYG6f/5DT83qh9mRVXCVWag9thj2/D3rbTNIwrVkv9eRZQoFP14qA15z//ve/sOfmQa/Xo/xIIXh/A3oaAL2Zg08IoKbqJMrrq5DRawDsjjxs2rQp4QFw1qxZ2PDBBzhzYDsG9UhHz1wrjKpFJx6fgHNVXhQX7YOrxomR/SZh58fFYfPzWoQBLOBX5uVJnz3KQgx1CuPBSfPzoAFvsgEmC3rl5WJw3/44UP4DDpcfhx8NsOcBky/shV55FuhMxRC1B6DX+6HRaMLKqah3YYkutPhCeSD37qmCHoMY2gJNuVZAEH3wB/zgmAV+vxYuJ0NDvQC3VwOnRg9DVgYsuXZwaQbsPn0AFzuGYcKcW1v+HiaYHPQaL8aodCc26Ol5fUSPnsPsQLo+nYIeISmIAmCKGjB2KvbvexHnKs9g4Hkj4HbXwe2uBWMCjBotcq02ZKRl4vviQpR5S/H0bx7CpEkDEnqN9fVO6LQ61J48iFyjL2q4OlvVgNKT30On06G+wZnQ6wOAgoICaDkRteeOI2fAheBhgtenh8i0EEUtRIFHhsGH6pLtsGoykW3oi/rqOBbTCKJUOsUdKqEiBlfZskB4aJCDnhY6MA2DqGEAJw3bujk/angvfOk1EFENk8UNjdGD84e4MMDgB8fLZVTqwVCP4M5nYByHAIseULlG4U49rs04Fhy6DUZHVdDjIe3ry3McONGkDNlqRAs4wYrTReewv7wY500eCGbTQeytA7PooNdroG80TOx2B2C1pMX3j5QgIhNR7akO2xWj3F2OCndF8oKeqmeP6ugRkmCMAZ4awGRL9pVERQEwReg0XHD+ndRjN2PwDLyw89/YceIr5KSnoS7gxg8VxfD4PDDqjTjfkY+6hnJ8efRL9B85EBdddFHCr9liMeH06VPINfZCv9yMiPlzRr0G/XIzgNJa7KwuR++cQR1+TY3n532/9zAm95+BI6d34cvvTmP4oDSkWXTBxRUC6p012H/4IDw1NRjTbyJqqmuRk5sjHSzaKluPWwp7Pl/EuaWgx4PTaCByDEwjgHEC/LwfTs4PH+8Bb2iA1uBUzc1zwqR3wwSGgBAAB6bUzhNY5KILpXeP5xsN2Ya/+aGgB2m+HqT9bjlIIU/DceChlUJeMOhxggUQLNDps5Bmy4El0warLQsWmw2WTBvSCvfio+cfRXqOAVZ77KLeDVUNYJUMY8aMad0/YhsxxlDjrUGZqyxs1W2FuwIBFkjYdah3xlAvxqCgR0gCiSLgrgKcFYCzHHBVBB9XAK5KQPQDP3k+2VcZFQXAbqKplbQ2iw5Wgzbih0L247/Dont+g8c/fgYmkxk5jhyYjGa461z49OAmuN0u5OT3xJ8XL03KCtt+/fph+1efw6IdFXPxBMcBFi1DbcU59P/xle1y3pbMzztzrBxD8vpiXL4DH+/ais+/2YqMjAwYjUZ4PB7U1tbCZrDiposuR8BjQcMPPyCzvj7UmxdlLicHqSyLqGHSkCkvQNAI8HN++DgfOI0HGmMDNPpQ0DPoXTBqvaGvQTV0KwRL+4DjICplVIJnCr6voioJSluYhYZulR69YGkVjgv15PEcwIkmqScvYAFEKxCQaujpzVlIs2XBkmmHxWaDNfhZZzBGfd/Hjh2LfEc+Dm05hIJrCqLunCGKIg5tOYR8R36Hb6vHGIPT70SZu0wJe3LPnk+MDOgdRctpw4Zu5Xl6mYZMCnqEJILgl8Kcs6JRwAuGvBijJZ0dBcA28ng8eP311/Hhhx+isLAQFRUVYIyhR48euPjiizF//nxMnz69Xc6VbtKhZ7ZZKXAcz0rapjDG4OcFGHPT0KfnecjJyIZOo4Nf8MOQZcHJsycR4IVmS4x0lB49eiBd48XeA0WYPvki8JrIr08UGPYeKEI670Vubm6Lji8KItwN/kb187xw1fnjnp8X8Pth0HLon9sbv7jsWhw+VYyjZ0/A7fQim0vHpX0Go7+9F7SCBjU+L8S6WgSCteUYGMAziBpA5ESIvACR98PHB8AQgEbngsbgBB/s0dPpnTDoXeD4UAiVgx5DKMQ1/tfiggswGMdBFAVpnW4o+4GBQYAIQRQAxqDXMmi1GvCcFEQ5DuChAS9awAtmQAiFPIhmmKyhBRiWTLuyIEOr17fo30On02HhnQvxh+f+gF3rd2HI1CFhPYENVQ04tOUQTOUmLPzNwnb9pcQreMNCnvzhCrR+9XtLaTiNEu7UvXqZhkza65aQjub3hMKdOuQ5ywFPLeLbNLxr4Viyfrp3A5988gkWLFiAU6dONdlu1qxZWLVqFTIzM1t1nrq6OmRkZKC2thbp6emtOkZjfr8f8+bNw9mSUgwumACjOQ0+twtMFMDxGuhNZnhc9SjatQ0983KxatWqhPcC/uXPz+Lsl29gb3EFbD3yceHoC5CZEQoENbUN2LHnAKrPFWNkfjZ6Xnor7n9gUcRxlPp5wd48V600fOtuaL5+XhgG1ZCt1IN3rvgEWF05HBZD1JeIYBA0PKDl4RREMJMBepMWAS4AkRPA8X5oDE5og8O1vPLZDfV/OI0XY6BRid9QT1Aw2UXpGfIH/FIZEQ0gMgECC0BkATCI4HkOPM/BWeMDcxqR3+sCcKI0ZIuABWBGmDNsjXrz7LBkZkKjbd/vi8LCQix/dTmKy4vBZXHQWXXwN/jBKhnyHflYeOfCVm+zFhADypCt0qPnlva7TRQNpwntcavaHcNmtFHQI6Qj+ZzhvXfO8tBjb33HnZeGgLuXTz75BFdddRUEQeqNycnJwZQpU3D++eejoaEBX375Jfbu3QtA2i1i1qxZ2LRpU6fYIgqQtjDbt/8ACiZfBkefgVGHktJYHjwuF3Zt/W9CtzCTmaxpyMm243dj++DFD/bgw49PIzM7ByajEW6PBzUVZcgyCHj4+gJsO14PozENNaWuRvXzvPC4WjgvKyAoAU9ZYRssrcLE8J5BCwfUBBg8LADotRC1GohaafhW5AUIPMBDAKdpgKCph9EagM7kgUFVO09NDnoiogQ9uZQKB2Uf3FgYJw3Z8sHpe4GAH/XuGugt0vBuIKCF369HwGeFz69HwKeD36+H1yPi3OEq5NiGY0TBWCXwmdOb3hWjPY0aNQovLn0xfJu1/JZtsyYvyJADXqmrVCqxksBaehpOgyxTlrLaVg58dqOdgh4hHYExwNcQDHaVwc/BD1cl4E9cj35XQAGwlY4fPw5BEJCTk4NnnnkGN998M/SNhrzeeecd/OxnP4PX68WXX36J5cuX4957703SFYfbsGEDLNZ09Dh/SMwgwXEcepw/BOY9OzpkC7PmjB49Gis/ewe35vfE6sV9sXnXUXzz/SnUuxtgtFowfOQkjBwwAtX1BrgEH/p6h2L3ZyfjO7gognl9YbXylJW2/siCywwMAU5EgBcg8CJEXoTIMwimAESrHrUcg14TgFZfB43BCZ3BCU7vBm+Q6ueJCICBg1Y1/KsUPm4U9JR/D17awLa5oCev0eD50Gee48BDp/TgnTxZgZNlPqTn5sHv10vzAS06MIseLFMHZpVW3DKTDsert6NE4HHN2ORtcRbvNmuMMdT761HuCoU8uWcvUQsyNJwGWcas8BIr5hwKeoR0BMak3jqXaohW7slzlgOBxG5ZGpXeCpizAIsDsDSzr3oSUQBsg2nTpmHt2rXIzo7+Dzx37lyUl5fjl7/8JQDg5Zdf7jQB8IcffoDBkgadPvqEfJlOb4TRko5jx1q/hVlrMMYwYtgo2HLH4N2vqzB95EDkOYbgRxOM8Auhb9uKWobvT1XDYMlGtqPRvwMDmN8fNmQbCnw+NC5ox8AgBEOenwsFPYEXwTgBPCdlMp4PQKNvgN7ggkbvhFVbD6aph9bglkKY6pgi5EUYHHieh8CCO92qQx3PST16Tb0hnNIs+FlazcvzHHjRABZQzctT5ucZwPE8TOmZqK75DicFD84f0lsKeyZdMGBG0ll1aHA1xPPPlFDugDsy6LnL4A64E3J+DhxsRhtyTDnIMYc+7EY7NHzn30qOkC5DDnnqYOeqABqCnztDyDNmAObsUMhTBz6dKdlXFxcKgK0kL/AwGpsOUAsWLMDixYtRX1+Pw4cP48yZM+jVq1eCrjI2kQHeYE9Xc1uYeX0+MNYxW6wxxuD3CHAG5+U5a7zKogy/T8CFg6/FgcLvsGmvF/1yjTAZQt+ybm8Ax0vrUO3TY+iQ/mDVNfCriiIzjwdMiKy/JkCEnxeCQS8QDHoMAieA5xk0ADQcwGu90BsaGs3Pixy2ld5PBlEEAiILTr/jlB4+cLy0olXu0Yv1Ziira+WePAbIgQ8cONEMFgjOyRPMwc8WMKYFOMCcngGrIyu0EMNuhyXDBl6jwb6qepQcOIj8XEuz/yb+Bj+s+bHLsHQ0v+hHhasiYvVtna8uYdeQpktTFmHkmnOVhRl6TcsWthBCYmAM8NY16sVTDd0Kkf/PJhYHmO3BkBf8kAOfOQvQdv3/CygAtlK8k9B1Oh2GDx+Ob775BgBw9uzZThEAB/Q/H3sP/Qfl505BqC2LuYWZNiMHFRUVmDJhbJvOxxiDzyNICzBqgmEvjq3P7Fl2XDCqAIcPHsCu43WwaQQYOWlhh9/PwaDRYVi6BYazZ6H+70IEg58LIKCRevP8vACRk3rzwDFoOAYtOPA8gz642lard4JTBz0+8rqUvW2lPwQDnvTBabQAWFhJFZ6LHMLVyH/PyyX2GDhNcCiXacDkhRd+cyjsCWYwSN2LprQMWLOlgBdajGFrco7e6NGjsf7z9Wioaug0NfbUW6GpP6o8VY2WuHQceb/bHHOOEvQcJgfMusTuKU1It8SYtIJWXmjRUBY+dCskrpxSVLxWCnPRQp7JBmi6d0Tq3l9dJ6HRhIaHOsui61mzZmHNO+tQ+Pm/MW3cIPTKTYvYZeNMZT02f/4dvK4GzJo1K67jykFP6skL79Xz++PYDUFU72frgehxw+zxYKTZCg/j4HF7IDIRPM/DkGmA1qSDnxNRy7vg5wQE+AAEToTIMWg5qSdPAw5ajQCtvgEagzNUP8/gAq8LX22rfB3qoNe4RZTCyMpT4KQeRPDBIWM56DFwGukzOACiPtibZw6ttBXMYKIB8iCyMS0N1mx7sFiyHVa7HPRavpAomTX2GGOo89VFBL1yd3nCdshQl1jJNecqoY+2QSOkjeTdLpyVgLNM1aMX/CxGzqlOKF4XGpq1yD14wcfGTGnSdIqiAJgAJ0+GFibk5OQk8UpCCgoKkGHgUH/uCE4W65FtHQijPjQ86PV6cLK4GPXnjiDDkBHRI8QYg88dCOvJa1HQC660FT1uaajW44HojtzPFggN2fotgJimQ4AT4OcDqOOc4MBBywFaDuDBYNL5oNE7oQnOz5Nr6HGa6L9pyj1NSokV+QlOLpQXOxzw4KFBcB5eMBNyPAPHMzCeSa8VjKFhW7cFTAgGPha69QxWazDo2WGxZQU/26FtxxXjiaqx5/K7QiHPHSqc7BESM2eHAwe70R4R9GhBBiFtwBjgrm5UPkUOeRXJD3kaQ3jACwt5GTF/YU91VAewg5WVlaFHjx4QRRE2mw2VlZUt7nHoiDqA27Ztw4uP3odRlnJ8ddIPF2eFLSsLJpMRbrcH1ZWVMLMGTDpPh/3uPrj9vqfQv+/glgW9RnXzRI9b2ts2ykpbBhbswZPm5cnDtn4uAMbJ26CFgp5OL+2GIQ/bagwucHoXOC76NUUGPVUl5Cb+PThw0IIP3/ki2KPHeAbGi0Bw2Jb5TaitCqCq3At3Aw9OtCArKxuObIfUY2mxRIQ8q83e4oLJbdFeNfZ8gg/l7nJlUYYc9Or9HVhLq5F0fXrYYoxccy6yTFnQ8Z2j1BIhXYo65IXNyQuGPjFx2xxGpTGoevIafTakU8hrBeoB7GArVqyAGKwdd+2113aa4aY9e/ZgdC8Tbr/kYozbfxC7i2twtLoUXrcRGbwRI8/rj4E9BsKedT70Zzz4/otzYMNibGgtilKoczeum+cJq5snDasy+PkA/JpQwPPzAgKcIO0jCx6aYNDTcwIsBrcyP0/uzeN1boCLXsstFPRCAU9eiBGLNGzLQcPxytCtPD8PvAiRE6WgJxrAAhapR09Qzc8TDaisrML3Rd+j3l2PgBkIGDVwByrgOXccDntv3H7HXRgzdlzL/6HaWUtr7AmioMzTk4NemasMNd6ahM3TM2lNUm+eagg325wNk7ZrrLQjpNMQxeBwbXlkL15nCHlao9RzZ3WEr7C1OABDGoW8dkY9gB3o0KFDGDt2LFwuF7RaLfbv34/Bgwe3+Djt2QPIGIPXFcDy51fAfHoPpowYiga3HpW1DC5XAKIYnF9nNMJoNILjOBw6VQV/Wh8MH3YBmMcdCnnu4GdfeEkVEUwZppV78gKcFPZEjgXXTPDBHj0GDS9AZ3BBa2yARllx6wSviz1sKIUPDky164X8d9Eo4RJ8MOiFevPAST15IidKxxPNYI3m5jUetgUAnckEa6YNlfUNWPvv91Gf5UX+1MGw5Ib+jdRDqw/f/zBGjRrVqn+3jsYYQ623NtSbFyyeXOmuTNg8PS2nDevRkz+sOmun+cWJkE5PFIM9eY2KIMufO0PIC+vBUz3WWynkJRD1AHaQkpISXH311XC5pMrjjzzySNzhz+v1wusNrWmtq2t5+Qs56Cnz81Tz9AIBEQZnL7j9HpyrtgMA9AbpA4yBBUSIPhFCrReiX4Ch1oc0TwXce/aEjh+smacM2zYKezJeCXoiDJoAtEYntOqtzwzOmPPzpPMA4KR9bMP+LmrQ46SABx4aTnrMg1MKJMshT+QCYOAREIJbnYUFPROA8N5CndEAiyML1kwbrPas4BCuDXqTGX6/H/c8cA/K8nwouGZsxOIKq92KgmsKsGv9Lix/dTleXPpi0neDUc/TU/fq+cTErMjjwUs7ZKhCHm2FRkgLiCLgroosguyskEJegn5pi0lrahTwVIswKOR1GhQAO8CRI0dw5ZVXKsWTr7/+evz+97+P+/V/+tOf8Nhjj8XVtrmgF0uWzY4fTh6Dq8oNHQDmFyD6RTC/ELYGIyAI8DMGnQWo0TrDhm3VQ4DyHD09x2DReaA1uKGVV9zKCzH4pn/zZLzck4ewz+qvVWQMHAuu7OU00PFaaDkePMeDD25/JvIiGCdC5PwQmD4U9Hyh2nkQ9WgcIrUGAyzZUsgLzdHLgt5kitkD9d1336G4vBgjbhkRdWUtAPA8jyFTh2Df6n3YtWtXs7tbtBe5np465JW5yhI6Ty/TkCmFvGDxZIfZgWxTNrQ8/ddDSJPk4dqGsmC4U62wdVUCLDFbGsakM0eGPLkYst5CIa8L6Pb/C+fn5+PEiROtfv1VV12FDz/8MO7269atw2233ab02v3P//wPVq5cGTMcRPPb3/4Wv/nNb5Q/19XVoU+fPvA4/fA3NMBV44OzzqssxogZ9BjA/L7QClt5Xp7HDavPh7wAUH26FpkWPQQe8GtE+PUMfp7Br2EI8AxOIQAxg0fA5AXgVYKeiReh07mhNbiCH06lWHKs+XkAAC44bIvgPL0mZpLJvXkcYxD9AiBKQVNAAH7RD5cQAOMYLOkW6LUZYIJVCnhyyBPMEcO2AKDR66TSKpk2WG1ZUnkVmx0Gs6XFQ4179uwBl801WVsPkHoCuSwOu3fvbvcAyBhDtbc6olev0l2ZsHl6Fq0l1JsXXHmbY86BQWNIyPkJ6ZLUdfKcwaDXUNZ55uTpLFGGarNDIY90ad0+ACaK3+/HQw89hGXLlgGQav898cQTWLx4cYtDhcFggMEQ+YPz2w+Pw2KOEjREEaLHGyqnol6EodoJQy6O7OcFBLQCAj30qPZ4Ua51Qafjw66TAwdREGDUirCmCzCYSqE1uKQ5egZnzPp5Cp5TFmIoPXoR000ZOHDQqeblKUO44MB4Bp/gQ42zFj7eB+h5+EQtfD4d/H4z3A08Kk65EKjRomD4YGRlZYUdXaPTSSHPnqV8ttqyYLC0POjF0uBsgM4S35Bue2yx5vK7UOoqDevVK3eVJ2z4Vs/rld0x1AWULTr6YUBIVIwBvoZguCtv1JtXkfwdL/TW8ALIYcO1dF93Z90+AC5btgwNDa3/odu7d+9m25SVleG6667D1q1bldesXr0aU6ZMafV5owoEINY3hBVJbryvbWhunhT0/LrQalshSs+cXmeE6POCYx6YjG4YTB5oDB6pjp7RDZ0xEDssybXyOHnbs2CPHpOuRN4qI7QAQwMNx0OLUNjjOA6ME5WhW5ET4AeDVzSD+U3Yv78YtV4OVsd5EAI6NB62TcvLQLmnAoVHinDThbciI9sBS3AI12hN6/DFA1aLFf7i+GpgtWSLNb/oV/a7VYe9Bn9i9ujVcBppnl6jfW8zDZm0IIOQaHyuRvPxykKhL0H7Vcckh7zGiy7M2YCedr1JVd0+AF5zzTUdevwjR45gxowZyjDzVVddhddffx12u73dz+Xeuw+cQSp9IUIM1crThEqpNJ6bJ+PAQccx6HVe6A2u4By9YLFkvROM94ExEfJCWo6Tat8FN6gNzudQDd8GQx5jTAmfPKBaZRveoyflNjnkiRB5AYKohygawETVsG3ADDBpfl5ZWSlO/XAC9oF5EAI6MJ4Ds+hCH1Y9RIsOmjHZ2P1/+3FNmg2jRrdty7qWausWa4yxsO3Q5LCXyO3QbAZbWC09h9mBLGMWNLym+RcTkkoC3sg6efIcPV9ifjmLSW+NvujC4gB0VDKJROr2AbAjFRcX49JLL0VJSQkAYMmSJViyZEmH9ZBU6epRZ/DAzwlRe/MAKWfpOAa93g290QWtXgp7ctCLtr8tAOmaOZ3Sqxfsv5MiCAsGPTBwjAMfHLblOR5aLrw3TxIKegIXQIAZIAomMNEM+FVhL8r8PADgeB7mjExUnz6D8gwG+4U94bPowczaqBOLrWZdh82va05LtljrndUbmf0zse3ctrBFGf4EVdGX6+mpw16OOQd6Tdff1JyQdiMEQrtdyPPx5N48T21yr82QFqyTlxNadGHNkf5OZ0zutZEuhwJgK/l8PsyePRslJSXgOA7/+Mc/cMcdd3ToOeu1HpiC+YIDoOUFGAxuqUdP75SCnsEFXtfEQgxlz7IoK24ZU3oB5W3O5CFbngvuiKH05kmvkoNegGNgghEiM0EUTIBPVVoF0XuSOJ6DOSMTlkxpn1t5z1tzRgZ4XoOvT/4ZdT4dxJzm56G0x/y61oi2xZo50wyP4IE74EZleSWOfH4E/jN+9L6+N9468laHX5OW04YtxJCDHtXTIyRILqOirLBV18yrQpPzmzuasro2GPKsco9eDoU80q4oALbS888/j7179wKQavx1dPgDAFvmOWRkiMF9bt1S0ItF2c4CYWFPHrJlohixA4a6SHLjoCDvhuEHAxPMEEUjRNEcqqMnmBBz31wOMGdkSqVVMoN73trtsGTYwGtiDzN21Py69iIyEdWeamh7afGjm3+EtW+uxb+X/xvIAjQWDQSnAH+5HxlpGZhw/QTkDchr1/Nz4JBpyAz16lmksEf73hKCKFubBXvzGsqSXytP3tZMHe4swZ49WnhBEoQCYCswxvDSSy8BALKzs/G73/0uIedNyzsKo0m14pSDFPJ4KbAxhHbECAU9pvTmacOCHhfqzWOAIAQQEALwsgAEiOB5A3TaDDBmhiiaQkFPNKCpoGdKS5d68ux2WDOl8iqWTBs02pZ/q7V1fl17avA1RCzIKHOVIcCCZRrSgQl3TsC5onM4d/gc/B4/dLk69LikB3oM7gGNtm3z6cxas9SbZ8lVAp/D5KDhW5LaGAO89ZHz8eTFGAmaXhEVr1XNxcsJzc2zOmjvWtIpUABshaKiIpw8eRIAMHnyZBiNiemW5zQacDqdaiGGahGGyFS9eZqwoBdt2I8F5+d5PRxKSutRVetBnU+AL6CHu46H0CAgzaTBsCHnIcueFfF6Y1oaLJl2pNmzggWT7bDYbNBo22+Xi5bMr8t35KOgoKDN5/QLfpS5VQsynNJjZ8DZ7Gs1Wg16X9AbvS9ofuV4LI23Q5PDnkXXfqVrCOlyfM4oZVSCIS8Qe8vIDsfxoeLHSsALhj1jJtCC+q+EJBoFwFY4cuSI8vjEiRN49NFHW/T6+fPnIz8/v8XnFRgDE8Tg9mqcKuhx0pBflHwgBT1pfh4TTRBFEwRmBAQLKss82LV3LwQTh8wePaBL10EHwGIH/F4/as7VYMe+3Zg6bSYGXTAitENGpg1afcf3PEWbX6fuCVTvs7vwNwtbtMWayMSw1bdy4Kv2VCdk9S0HDjajLWxRRo45h4ZvSeryexptbaYqo+Jv/hewjsMBJpsq3Kl69Mx2gFbLky6KAmAr1NaGVoLt3r0bu3fvbtHrp06d2qoAaIcFFj56yGGcCAYuOD9PDnqG0I4Yjfa3FUUR3x8qhGAKIDs/GzBoIapKqzCrDlZTP+z6cA+cewtxxbw7k7KH7ciRI/Hw/Q9j+avLsW/1PnBZHHRWHfwNfrBKhnxHPhb+ZiFGjhwZ9fWMMTj9zqaHbzuYskuGJYeGb0lqE/yR4U7u0fMmbovCqAzpod67xuVUNMndv5uQjkABsBUCgSRtz8MF5/dBAyaYgz16RgiiUaqlJxoRc35ekM5kgtVmx7nKKhz21CJ/9mD4emUAusjfYnkgKXvYNjZq1Ci8uPRF7Nq1C7t370aDqwHWfCvGjBmDgoICJZj6BF9Ej16ZqwyuQBOLZdpRrOFbqz6xi1MISSplD9vS8Hl5DWXSooxkrrANK4isWnhhcQBa2raQpBYKgK0wf/58zJ8/P+HndbsHgmN2QJQKJTdFZzTAYpOGbKX5eVmw2mzQm6Sq7ytWrECtg4Mpv+mC1R25h21L6HQ6jB8/HuPHj1f2vi11luLrkq+VrdGSNXwrf7YZbTR8S1KDvL2ZOtypS6kkcw9brTFyPp78QbteEKKgANiFMCEzuAo3RKvXS4sw5Pl5Nqment5kanLRQKL3sG0tT8Cj9OaVukpR6pR69RK1961VZ43o0XOYHNDRkBBJBQFvZC+eXE7Fn5ie9ah4XaMyKqoPQxqtsCUkDhQAu5B0Rw5ye/WG1ZYFq10KewZz61aHdrYae/KiDHXIK3WVosZb06Hnlel4XdjwrRz4LDqqyUW6OVGQ6uJFhLwk73zBaUI7XTQujGzMpJBHSBtRAOxCxl09B+np6e1yrGTW2HP5XWG9emWuMpQ6SxOyKIMDB7vRHtajJ6++pTIrpNtiTApzylBtWXABhlwUOcbOQR2Ok1bSNp6PZ8mRVt5SGRVCOgwFwBSViBp7giig0lOpBLwSVwlKXaWo9yVmtV/U4VuzA7oYK6kJ6fJ8rvBwp6y0LQOExEybiEpZYasOejlSD5+GfgwRkgx056Wo9q6x5/Q7UeosDZurV+4uh5CA7Za0nBa5lvAFGbnmXJh1NOGbdEPqUipyuJN79nzJmasLILT4wpqrmp8X7NGjPWwJ6XQ4xlgS1+STeNTV1SEjIwO1tbXtNgQsKywsxPJXl6O4vDh6jb07w2vsBcQAKtwVytBtibMEZa4yNPgT84NHvfdtniWPiieT7kkUg/vYqublySEvmaVUeC1gzg6FO/UqW1p8QUiXQgGwC+jIAAgAfr8/vMae2YrRo0dj4IiBqPZVh4W9CncFRHT8fCE9rw/b+zbPnAeH2QGjlnoSSDcRtZRKsFfPVZHEUiqNd75whIZsaV4eId0GBcAuoMMDoOhHuatcCnmuEpQ5pc/ugLvdz9WYuqZerjlXCXyZhkxalEG6B2WLs7LwnS8ayoEE3GMx6a3h4c6qKo5MZY4I6fZoDmAKYYyhzlenDNvK8/Uq3ZUJKaBs1BhDc/SCQS/HnENbopGuTwgA7qrwXjx5bp63LnnXpdGrwp0j/LGeShwRksooAHZT8rZo6jIrpa5SeARPh5+bA4csU5bSqyfP10vXp1OvHum65FIqypy80tDOF8kspcLx0mpadS+ePHRrzKB5eYSQqCgAdnGMMdR4a5SVt4neFs2kNSlDt3nmPCq1Qrq+gC/Ue6f06AXn6QU6/heomIwZkQsvrMFSKnzkXt6EENIUCoBdiFfw4lTdKaWeXiK3RePBI9uUray8zTXnIseSgzRdGvXqka6HMWk1rTrgyb16nprkXZfWFNmLJ3/WGpp/PSGExIkCYBfy3HfPwWjp+FWwcgFlddjLNmVDy9O3C+li/J7QUG1DafiKWzG+rRDbHa8N78ELm5dnpSFbQkhC0E/0FKbhNHCYHMqCDHm+nlXfsfv+EtKuRFGagxcxbFsKeBOz60ykaFucBXv1jJlUSoUQknQUAFNEmj5Nqacn75qRZcyChuYOka7C5wz24gV78zpDzTy9NbIXj0qpEEK6AAqA3YyW04aVWZF79WhbNNIlCAEp0EXMzSsD/M7kXJM8ZKsEvdzQPD093VeEkK6JAmAXpt4WTQ58tC0a6fQYk4Zm1UO1ct28ZJZTMWYE97EN9ubJj2n3C0JIN0QBsAsZ4xiDfrn9lNBH26KRTk3whxdGVg/bJmsHDKUwsupD/jOtsiWEpBDaCq4L6Oit4AhpNcaksinqMiryKlt3NZCAWpSRgnvZKmVUckNhz5hJq2wJIQTUA0gIiUfAGz5Uq34sdHwdyqjkmnnqYVu5N48WYBBCSJMoABJCJKIYLI5cGllSxVObnGsK2+ZM/siVevYMadSbRwghrUQBkJBUo/TmyT15qgLJySqnorNEn5dnzgY09N8UIYS0N/qflZDuiDHA1yAFu/oSVdArDc7NSwJOE5yT5wgvp2LNBfSW5FwTIYSkKAqAhHRljAGuqmC4KwHqVT16yaqbZ0hTzctT9eiZs6icCiGEdBIUAAnpCgS/NERbXxI5dJuMPW15nWqVrWpenjUX0FF5IkII6ewoABLSmfhc4cO18hCuqxJJKalizAwvoyL36plstACDEEK6MAqAhCRaWO280uCwbXCenrc+8dejMUQGPLl3j4ojE0JIt0QBkJCOIgqAs6JRj16wVy/gSfz1yHPz5I+0PCqOTAghKYoCICFtpS6roqy4DZZVYUKCL4aTFltYc4G03PDApzcn+FoIIYR0VhQACYmHXFZFWWVbEgp8nprEXw+vVc3NywstxKBdMAghhMSBAiAhaspuGCWRK279rsRfj86sGrKVe/PypEUYVFKFEEJIK1EAJKlJ8KvCXVmoRy9ZZVWMmcE5ebnhgU9vpfl5hBBC2h0FQNK9+VyqcFcaGsJNRlkVjletslUtwrDm0mpbQgghCUUBkHR96rIqjbc9S2ZZlcY9epZsgNck/noIIYSQRigAkq5DDnr1JaEPefuzgDvx16OUVclTzc+jsiqEEEI6PwqApPOJGfRKklA/L1hWRT1cS2VVCCGEdHEUAEnydKagJ+9ta1X15KXlSbthUFkVQggh3QwFQNLxwoLeOWnItv6cNEcv0UFPZ1EtwggO31pzqawKIYSQlEIBkLQfxoI19IIBT+nVS0LQM9nCh2uprAohhBCioABIWk4OenKPnhL4SgHBm8ALUc3PS8sLX4xBZVUIIYSQmCgAktg6ZdDrEQp8lhxAq0/gdRBCCCHdAwVA0rmCniU7OFyrCnrWXFqIQQghhLQjCoCphIIeIYQQQkABsHtSgp5qIUb9OWmnjGQEPWV+Xo/QHD0KeoQQQkjSUADsyhgDXFXB2nnq8irJCHoOKdyl9QiGvWDhZAp6hBBCSKdDAbArKf0eKGsIL68i+BJ4AXLQywtfeUtBjxBCCOlSKAB2Jbv+CZgTUN6E4wFzNgU9QgghpJuiAJjKogW9tB5SeRUNfWsQQggh3RX9lE8FHC8N3TZedUtBjxBCCElJ9NO/O5GDnrLqVu7Rc1DQI4QQQoiCUkFXxPFS752y6jaXgh4hhBBC4kZpoSsZ9VOg50AKeoQQQghpE0oRXUnP0UB6erKvghBCCCFdHJ/sCyCEEEIIIYlFAZAQQgghJMVQACSEEEIISTEUAAkhhBBCUgwFQEIIIYSQFEMBkBBCCCEkxVAAJIQQQghJMRQACSGEEEJSDAVAQgghhJAUQwGQEEIIISTFUAAkhBBCCEkxFAAJIYQQQlIMBUBCCCGEkBRDAZAQQgghJMVQACSEEEIISTEUAAkhhBBCUgwFQEIIIYSQFEMBkBBCCCEkxVAAJIQQQghJMRQACSGEEEJSDAVAQgghhJAUQwGQEEIIISTFUAAkhBBCCEkxFAAJIYQQQlIMBUBCCCGEkBRDAZAQQgghJMVok30BpHmMMQBAXV1dkq+EEEIIIS2VlpYGjuOSfRlhKAB2AZWVlQCAPn36JPlKCCGEENJSZWVlcDgcyb6MMBQAuwC73Q4AOHnyJDIyMpJ8NYSQ9lRXV4c+ffrg1KlTSE9PT/blEELakXx/6/X6ZF9KBAqAXQDPS1M1MzIy6AcEId1Ueno63d+EdFOdbfgXoEUghBBCCCEphwIgIYQQQkiKoQDYBRgMBixZsgQGgyHZl0IIaWd0fxPSfXXm+5tjco0RQgghhBCSEqgHkBBCCCEkxVAAJIQQQghJMRQACSGEEEJSDAVAQghJopqaGvzxj3/E/v37k30phJAUQgGwnXzwwQeYP38+Bg0ahMzMTBgMBvTs2ROzZs3CqlWr4PP54j5WWVkZHn/8cUycOBF2ux16vR49evTArFmz8Prrr8Pv97fo2g4cOID7778fI0aMQGZmJtLT03HBBRfg17/+Nb7//vuWfqmEpIydO3fiwQcfxKRJk5CTkwO9Xo+0tDQMHToUP//5z7Ft27Y2Hf/rr7/GuHHj8PDDD7cqANK9TUjrdfT9DQCMMQwdOhQcx4HjODz66KNxv7bD729G2uTYsWNswoQJDECTH0OHDmX79+9v9nivv/46s1qtTR5r8ODBbM+ePc0eSxAE9thjjzGNRhPzWDqdji1durQ93gpCupXZs2c3e18DYD/96U+Zy+Vq0bHLy8vZHXfcwTiOU46zZs2auF9P9zYhbdOR97faunXrwo63ZMmSZl+TqPubtoJrg9LSUlx00UWorKwEABiNRkyfPh2DBg0Cz/PYs2cPNm/eDFEUcfDgQUyfPh3bt29H3759ox7vn//8J2677Tblz7169cLVV18Nu92OoqIifPDBB/D7/SgqKsK0adPw1VdfYejQoTGv76GHHsLSpUuVP0+dOhUFBQVwuVz49NNPcezYMfj9fjzwwAMwm82466672umdIaTrk3/7t9lsuPTSS9G/f38YDAacO3cOW7ZsQXFxMQDgzTffRH19PTZs2NDsMcvKyvDcc8/h5ZdfRkNDQ6uvje5tQtqmI+7vxkRRxOOPP97i1yXs/m5TfExxBw8eVJL473//e1ZRURHRprCwkOXn5yupfc6cOVGPdfbs2bCev9tuu401NDSEtTlw4AAbMWKE0mby5Mkxr+39999X2tlsNvb555+HPR8IBNhDDz2ktNHr9eyHH35oxbtASPdUUFDAVq5cybxeb8Rzoiiyl19+mfE8r9xD69evj3msb7/9ls2ePZvp9fqw3+IdDkeLewDp3iak7drz/o5l1apVET13zfUAJvL+pgDYBgcPHmS9e/dudji2sLBQ6crlOI6dOXMmos1TTz2l/IOOGzeOBQKBqMcqKipiJpNJabt3796INqIosuHDhyttNm7cGPPafvKTnyjt7rrrrma+YkJSh9vtbrbN3Xffrdw/N9xwQ8x2S5YsCfsh0Lt3b/bee++xefPmtSgA0r1NSPtoz/s7mvr6eta7d28GgGVnZ8cVABN9f9MikDaw2+348ssvMWrUqCbbjRw5EjNmzAAgTQjdvHlzRJtvv/1WefzrX/8aGo0m6rEGDRqEa665JurrZP/+97+VCeVXXHEFZs6cGfPann76aeXxG2+80aLFKoR0Z0ajsdk2N954o/L4yJEjzbbPycnBH//4Rxw6dCjsPo4X3duEtI+OuL/VHn74YZw+fRppaWlYtGhRXK9J9P1NAbANcnJykJ+fH1fbMWPGKI/Pnj0b8bzX61Uen3feeU0eS31Oj8cT8fz69euVx3feeWeTxxo6dCjGjRsHAHA6ndi6dWuT7QkhIT179lQe83zs/04vvPBCrF27FidOnMBvf/tbWCyWVp2P7m1CEife+7uxHTt24KWXXgIAPPLII8jNzY3rdYm+vykAJoi6R49F2X554MCByuMTJ040eawffvhBeTxo0KCI5z/++GMAAMdxmD59erPXNnXqVOXxF1980Wx7QoikvLxceTx48OCY7a666irMnTs3rl6HptC9TUjixHt/qwUCASxYsACiKGLIkCH49a9/Hff5En1/UwBMkJMnTyqPc3JyIp6/5ZZblMfLli2LWevvwIEDeP/99wEAffv2DfsGAICKigqcOXMGADBkyBBkZmY2e20XXnih8ril3dyEpLJ169Ypj1szpNsSdG8Tklitub+XLl2KwsJCAMDLL78MvV4f1+uScX9TAEyQXbt2KY/Vw8GysWPHKiVgvvvuO9x+++2oq6sLa1NYWIjrrrsOHo8HPM9j2bJl0Ol0YW0OHz6sPO7fv39c16YeUqYfEoTE56OPPsILL7wAAJg4cSKuu+66Dj0f3duEJE5r7u/CwkIsWbIEAHDrrbfisssui/t8ybi/qQ5gAnzxxRfKxM4BAwbEXDTyt7/9DbW1tVi3bh1Wr16NTz/9FLNmzUJ2djaKioqwYcMGBAIBaLVavPTSS1F/I1EPD/fp0yeu6+vVq5fyuKKiogVfGSGpw+12o6SkBLt27cKbb76J9957D4wxjB8/Hhs2bGjRHKHWoHubkI7T1vvb5XLhpptugtfrRU5ODp577rkWnT8Z9zcFwA7mdrtx9913K39evHhxzLY6nQ7/+te/sHDhQixfvhylpaX4xz/+EdZGo9Fg/fr1uOqqq6IeQ91rmJGREdc1pqWlKY+dTmdcryEkFaxevRo/+9nPoj43fPhw/PKXv8Sdd94Jrbbj/yule5uQ9tWe9/d9992HQ4cOAQBWrFiBrKysFl1LMu5vGgLuQIFAADfffLOyZ99ll10WttNHY7W1tbj55puxfPnymG0EQcANN9yAFStWRH1e/U0Q74RzdTuXyxXXawhJZXq9Hrm5uaipqUlYzxrd24QkRkvv73fffRevvPIKAGDevHmYM2dOi8+ZjPubegA7SENDA2688UZlVc/gwYPx1ltvxexGrqurw7Rp07B7924AwIgRI/Dwww/jsssuQ3p6OoqLi/Hmm29i6dKlcDqduPvuu1FSUhKxsbS6LEzj+YGxqFcox6o/SEgqGjlypDKnx+Vyobq6GgcPHsSOHTuwadMmbNq0CX/4wx+wdOlS/OIXv+jQa6F7m5D21R7397Fjx7BgwQIA0ty9F198sVXXkoz7mwJgB9i/fz+uv/56FBUVAQBGjRqFjz/+GA6HI+Zrfv7znyvhb9asWVi7di0MBoPy/ODBg/HYY49hzpw5mDZtGmpqavDYY49hwoQJuOKKK5R2JpNJeayuLdgUt9utPFZ3KROS6kaOHImRI0dG/H1NTQ1WrFiBxx9/HE6nE3fddRcEQcDChQs77Fro3iakfbX1/q6vr8fs2bNRU1MDg8GAd955p9X3WTLubxoCbmevv/46xo8fr4S/uXPn4ssvvwwrKNnYt99+i7fffhsA4HA4sHr16rDwpzZ69Gi8/PLLyp8ffPDBsOetVqvyON4uYXU7+iFBSPMyMzOxePFifPzxx8pv3osWLVLKOHQEurcJSYx47m/GGG699VYcOHAAAPDiiy9GrfARr2Tc3xQA20kgEMAvf/lLzJs3Dy6XC0ajES+99BLWrl3b7D/MqlWrlMe33357s+1vuukm5OXlAZB6G9UlZtQTT0tKSuK6dvU3dd++feN6DSFEKsQq1/B0u9144403OuxcdG8TklhN3d+PPvqosnPHbbfdpgwDt1Yy7m8aAm4HTqcTc+bMwaeffgpA2p3j3XffxYgRI+J6vXo/3/Hjxzfbnud5XHTRRdiwYQMAYNu2bSgoKAAQXq28uLg4rvOrdx4ZNmxYXK8hhEiuuuoq5Ze4HTt2dNh56N4mJPGi3d979+7FE088obT54YcfwqZiNaYOaqtXr8a2bdsASEPQzzzzDIDk3N8UANvI5/Phxz/+sbINy09+8hP83//9X4u6Y2tra5XH6m7gpqj3ElW/ftCgQdBoNBAEAYWFhRAEodnJoTt37lQex6pRSAiJTr3PZ0eWWqF7m5DEi3Z/V1VVhW3p+vnnn8d9vGPHjuHYsWMAwhd+JOP+piHgNrrvvvuU8Hfbbbdh/fr1LR6Lz87OVh7HO4fo1KlTUV9vNBoxceJEANIEVfU3SCybN28GIPUsXnnllXGdnxAiKSsrUx7Hu+l7a9C9TUjidef7mwJgG3z77bf429/+BgCYMmUKXnnllVbtBjB27Fjl8caNG5ttX15eHjZsrH49AMyePVt5/NprrzV5rCNHjuDrr78GAFxyySVNrlQmhET68MMPlcfyf+Adhe5tQhIr2v09depUMMbi/li5cqVyjCVLlih/v2XLlrBzJfz+ZqTVbrnlFgaAAWA7d+5s9XG+/PJL5TgajYZ99913Tba//fbblfYDBgyIeL6kpISZzWYGgOn1erZv376Yx5o9e7ZyrI8++qjVXwMh3ck333wTV7utW7cyjUbDADCz2cxKS0tbdJ558+Yp99+aNWuabU/3NiFtl6j7W7Zy5UrlXlyyZEnMdom+vykAtkFeXh4DwGw2W5uPNWvWLOUfMy8vj23evDmiTX19PbvnnnuUdgDYO++8E/V4Dz30kNLm/PPPZwcOHAh7PhAIsEWLFiltLr300jZ/DYR0F/n5+eynP/0p27t3b9TnA4EAW7lyJUtPT1fuoT/+8Y8tPk9LAyBjdG8T0laJur9l8QZAxhJ7f3OMqWYykrjV19cjPT0dAGCz2XDvvfe26PVTp07F1KlTlT9XVVVh8uTJOHjwoPJ3F110ESZMmACLxYITJ05g48aNqKqqUp6///77Y2447fV6MWXKFGzfvh2AVCX8yiuvxNChQ1FXV4eNGzcqK4h69uyJnTt3okePHi36GgjprvLz85X7Y9CgQZg4cSJyc3PBcRxOnjyJLVu24Ny5c0r7n/3sZ1i1ahU4jmvReebPn6+sMFyzZg1uuummZl9D9zYhbZOo+1v2z3/+U9kGdsmSJRE7eKkl9P5udXRMcadOnQrriWvpR7TfAqqrq9ncuXObfa3FYmHPP/98s9dYXl7OfvSjHzV5rIKCAnbkyJEOeIcI6bpmzJgR132clpbGli1bxkRRbNV5WtMDyBjd24S0RaLub1lLegAZS9z9TWVgWikQCLT7MTMzM7F27Vrs2LEDq1atwueff45Tp07B5XLBbrdj6NChmDlzJu68886wlb+xZGdnY+PGjfjXv/6FlStXYu/evSgrK0NOTg6GDRuGW265BTfeeCP0en27fy2EdGWffPIJ/vOf/2DdunXYuXMnjh8/jvr6euj1emRnZ2PMmDG4/PLLceuttyojAYlE9zYhrUf3t4SGgAkhhBBCUgyVgSGEEEIISTEUAAkhhBBCUgwFQEIIIYSQFEMBkBBCCCEkxVAAJIQQQghJMRQACSGEEEJSDAVAQgghhJAUQwGQEEIIISTFUAAkhBBCCEkxFAAJIYQQQlIMBUBCCCGEkBRDAZAQQgghJMVQACSEEEIISTEUAAkhhBBCUgwFQEI6iS1btoDjuDZ/bNmyJdlfCiFdTn5+vnIPNTQ0NNt+586dMJvNymseffTRjr9IQtoRBUBCCOmiRFHEF198gdOnTyf7UrqEu+++GxzHweFw4MyZM60+ztmzZzF79my43W4AwK233qoEwMWLF4PjOGRkZODw4cPtcdmEdAhtsi+AECLJz8/HkiVLYj7/hz/8AYIgAECT7fLz89v70kgn9Mwzz2Dp0qUoKyvD5s2b0bt372RfUqe2Zs0arFixAhzHYfXq1ejVq1erjuN2uzF79mycPXsWAHDZZZfhlVdeUZ5/8skn8dVXX2Hr1q249tprsWPHDphMpnb5GghpTxxjjCX7IgghzTMajfB6vQAAum3JFVdcgU8++QQAsHnzZkydOjW5F9SJlZeXY8iQIaiqqsIdd9wRFthk+fn5OHHiBACgvr4eVqs1og1jDDfddBPWrl0LALjgggvw1VdfISMjI6zdkSNHMHLkSHg8HixatAjPPvtsB3xVhLQNDQETQgjp1h566CFUVVUhKyurTWHsscceU8JfXl4ePvroo4jwBwADBw7E4sWLAQB/+ctfUFhY2OpzEtJRKAASQgjptoqKivDGG28AkIKgzWZr1XHWrl2Lxx9/HABgsVjw0UcfoW/fvjHbP/DAA8jOzoYgCHj44YdbdU5COhIFQEIIId3WM888A0EQYLPZ8Ktf/apVx9i5cyfmz58Pxhg0Gg3eeustFBQUNPkaq9WK+++/HwDw0UcfYffu3a06NyEdhQIgId3Y6dOn8f/+3//D2LFjkZWVBaPRiD59+uC6667D2rVrm51LKJe4MBqNyt8VFhbijjvuwIABA2A0GpGTk4Mbb7wx6jBXUVERFi5ciGHDhsFiscBms2HSpEl48cUX4ff7mzx3tLIcLpcLr7zyCqZOnYpevXrBaDSid+/emD17Nt55550WvTeBQACrVq3CVVddhd69e8NgMMDhcGDixIl44oknUFVV1eTr58+fr1zfW2+9BQA4fPgwbrjhBthsNnAch9GjR0e8ThAEbNy4EQsWLMDo0aNht9uh0+lgt9sxceJEPPnkk6ipqYl6zqlTpyrnlOf/AcC0adPCSgE1ng+ofi/jMWTIEKV9cXFxxPPFxcXK80OGDAEgrUh++eWXMWzYMOh0OnAch/Xr10c9/qFDh7Bo0SKMGDECGRkZMJvN6NevH2655Rb85z//iesa41FbW6v828ybNw9ms7nFx2i84veFF17A1VdfHddr77zzTuj1egDA8uXLW3xuQjoUI4R0CQaDgQFg8d62L7zwArNYLMpron1MmjSJlZeXxzyG3M5gMDDGGHvxxReZVquNeiydTsc++ugj5bWvvvpqzLYA2MUXX8zq6upinrtv375K2/r6elZUVMSGDh3a5Nczbdo0VlNT0+x7U1hYyC644IImj5WZmck+/vjjmMeYN2+e0nbNmjVs7969LCMjI+wYo0aNCnvNZ599xgYOHNjkeQGwXr16sb1790acc8qUKc2+FgCbMmVKzPcyHoMHD1baHz9+POL548ePK88PHjyYMcbY7bffHnEd7733XtjrBEFgv/vd75hOp2vy+ufMmcNcLldc19qU1157TTlmYWFhk20bf78xxpjL5WLjxo1T/n7RokUtvoZrrrmGAWBpaWnM6/W26usgpCNQGRhCuqHf/va3eOqpp5Q/T5w4ERMmTIBer8ehQ4ewceNGeL1efPXVV7j88suxfft2GAyGJo+5du1a3HPPPcjKysI111wDh8OBo0eP4sMPP4TH44Hf78d1112H77//Htu3b8cdd9wBALjkkkswceJEuFwu/Pe//8X3338PAPj666+xaNEi/O1vf2v26zl79iwmT56M8vJy9OrVCzNmzECPHj1QXV2NTZs24ciRIwCk1bAzZ87E1q1bodVG/+9t+/btuOKKK5Retl69emHmzJnIy8tDWVkZPvnkE5w6dQo1NTWYPXs2Nm3ahEsuuaTJ6/P5fPjJT36C2tpaTJ8+HWPHjkVVVRVOnjwZ1m7NmjXKtaalpWHKlCno168frFYrioqK8MEHH8Dv9+PMmTOYM2cO9u7dG9ZrNX/+fKV3b/Xq1Th27BgAqXdLXf4n0aWA/v73v+O1116Dw+HAtddei7S0NOzevTusx5Exhp/97Gd48803AQA8z+Oyyy7DqFGjwHEc9u7di02bNkEQBLz33nu49tpr8fHHH8fdaxnNBx98AEB6P0aOHNmi1zLGMH/+fOzcuRMAcP311+OZZ55p8TXMmjUL69evR319PbZs2YIf/ehHLT4GIR0i2QmUEBKfeHsA33777bCepC+++CKizfHjx9mIESOUdr///e+jHkt+nud5lpGRwaZOncqqqqrC2hw+fJj16dNHaTt37lxmt9uZRqNhq1evDmsrCAJ78MEHlbZarZaVlpZGPbe6R+bCCy9kPM+zZ555hvn9/rB2oiiyv/71r0yj0Sjt//SnP0U9ZkVFBevduzcDwDiOY48//jjz+XxhbXw+H3vggQeUY51//vkR52QsvAdw+vTpTKPRsLVr14a1CQQCYX++4447WN++fdmrr74acV7GGNuzZw/LzMxUjvv3v/896tfBGGMzZ85U2m3evDlmO8Y6tgewf//+LD8/n1166aWsuro6rJ3663/qqaeU1wwbNozt27cv4ri7d+8O+1569dVX47reaERRVN7LX/ziF822b9wDuGTJkrDearfb3arrOHPmTJt6EAnpKBQACeki4gmATqeTZWdnMwAsPT2dFRUVxWxbXFzMjEYjA8CysrKi/oCTzweA5ebmRvyAl33wwQcRw3hPPvlk1LaBQID1799faffaa69Fbaf+gQyALV++PObXwhhjy5YtU9o6HI6ow20LFy5U2jz11FNNHu/KK69U2r7zzjsRz6sDIAD26KOPNnk8xhh7//33WW1tbZNtnn76aeWYs2bNitmuswRA+funoqIi5vFOnz7N9Ho9A8DOO++8mKGfMca2bdumHPeCCy6I63qjOXz4cIuCpPo9+uc//8k4jmMA2IABA5qcJhGPXr16RR2aJySZaBEIId3IqlWrUFFRAQB4+OGHMWjQoJht+/bti+uuuw4AUFlZia+++qrJY993333IzMyM+tyPf/xjOBwO5c+5ubl48MEHo7bVaDS49tprlT/v2bOnyfMCwOTJk3HXXXc12eaee+5B//79AUiFfxsvJqisrMTKlSsBSAV8Y12f7De/+Y3y+P3332+ybVpaWrPHA6ThwPT09GbbyPbt29fsMTuD++67D1lZWTGff+GFF+Dz+QAAzz77LHJycmK2HT9+PCZNmgQAOHDggDLM3VLq927MmDEteu1dd92lLJD685//jOzs7FZdQ+PzUz1A0plQACSkG9mwYQMAafXu7bff3mz78ePHK4/luU6xNLXyked5jBo1SvnznDlzoNPpYrYfPny48rikpKTZ6/z5z3/ebBue53HjjTcqf96+fXvY85999pmykvO2224Dzzf9319L3puZM2e2aoVpNOr5e82tRO4s1IE+Gvn70mazNdsWaNl7H4u8qwfQ8jmR6sB47733xvU92hT5/DU1Nairq2vTsQhpL7QIhJBu5OuvvwYg1SB76aWXmm2/d+9e5XFzP+QGDx7c5PPqHkB1GGyurVzipSkTJ05stg2AsNpsR48eDXtO3cNZWFiIRx99tNnjcRwHxliz701Le5hkp06dQlFREY4ePYojR47g6NGjYdft8XhaddxEMhqNGDp0aMznq6qqcOjQIQDS9+Uf/vCHZo+prpnX2vB17tw5AIDJZGpx8efXXnsNs2fPxuHDh3Hy5EnMmjULW7ZsaXXIV+/TfPbs2WZ7gQlJBAqAhHQTDQ0NSu9CfX09HnvssRa9vqmeCb1er9Qza6qNLNr2WGomk0l5LAhCs9emDozxtquurg577uzZs8pjeWeIeDXXa5OXlxf3sb799lu89NJL+Pjjj1FZWdmi6+iMHA5Hk72p6vf91KlT7fp92RT5F4toe/o2JzMzExs2bMCECRNQU1ODHTt24JZbbsG7777bbM9xNBaLJeK6CEk2GgImpJuora1t0+ubCmItLcXRltId0Wg0mrjaqb+Gxj+o2/L+iKLY5PPx9AwxxvDAAw9g/PjxeOONN5Twx/M8+vTpg2nTpmHBggV4+umnW32dydDc196R35dN8Xq9ABBWxLwlBg8ejLfeekv53nvvvffwv//7v606lvoXHnkaAiHJRj2AhHQT6h/Effv2jbqDQ3en3kGj8YIV9fuzefPmiN0yOtqzzz6L5557TrmWBQsWYM6cORg3blxYDxGAVgeNzkj9vk+ZMgVbtmxJyHnlOahyEGyNmTNn4tlnn1UWBP35z3/GgAED8Itf/KJFx1FfQ3P1NglJFAqAhHQTGRkZ0Gg0EAQB5eXlEEWxVcNVnZHX641rKE8uMg1IIVhNvUq1tLS0/S4uDm63G08++SQAaah827ZtGDFiRNS2bQkssaiH510uV7O9du25UCFZ77v8NbpcrjYd5/7778e+ffuUFeS/+tWv0K9fvxYVdFZfQ3stFiKkrbrHTwdCCHieV1bXulwu7N+/P8lX1H4aL+iIZfPmzcrjiy66KOw59U4QjVcId7Tt27croWr69Okxwx+ADum5TUtLUx6fPn26ybbV1dVtXvWq1qdPH2URxuHDh2Puc9ze5FIzDQ0NqK+vb9OxVqxYoZSmCQQCmDt3bovuL/U8yNzc3DZdCyHthQIgId3IpZdeqjyWeyy6g7fffrvZNkePHlUCoNlsxrRp08KeV783b775Zof0tMWiDgBN1cADgPXr18d1THXvrt/vb7KtugzKN9980+z55Rp47YHjOEyePBmANJdy1apV7Xbsppx33nnKY3VJmNbQ6/VYt26dcsy6ujpcffXVcQdl+fxmsznuBU2EdDQKgIR0I3feeafy+K9//St27NjR7GuqqqrChk47o+XLl4eVBmlMEATcfffdymKNm266KWIOYEFBgVImprS0FIsXL47r3F9++WXrLlpFPeynLr3T2JkzZ/Dss8/GdUx1r15zAefCCy9UHq9YsSJmu7q6uhav0o2H+vvysccei6uX8+TJk20KbsOGDVMeN/WexysnJwfvv/++8m954sQJzJo1K65FHfL5myqXQ0iiUQAkpBsZOXKkUgzZ5/NhxowZeOedd6K29Xg8WLFiBYYPH45vv/02kZfZYh6PBzNnzsSmTZsinquqqsINN9yAzz77DIA0F/KJJ56Iehx1Dbply5Zh4cKFMYckv/rqK8yYMQO///3v23z9Y8eOVR7v3r07asj7/vvvMX369GZ782RDhgxRHr/++uvKThtA5MrZG2+8UVmZvW3bNixatCiizdmzZ3HllVfi7NmzYeGyPVx99dVKLcfq6mpMnjwZ//3vf6O2raurw9NPP40RI0bg+PHjrT7n8OHDldW37fX9PXr0aLz++uvKeymXh2mqx7SqqkqZwtB4WgIhyUSLQAjpZpYvX449e/agqKgItbW1uOGGG9C/f39MmTIFeXl5aGhowLFjx/D55593mZpkDz74IJ599llcfvnluOiiizBx4kQYjUYcO3YMGzduVL4OrVaLlStXomfPnlGPc+WVVyrHAqT3avXq1bjsssswcOBAaDQanD17Flu3blXCx5QpU9p8/X369MG1116LdevWAQAeeughrFmzBhdffDHMZjP27t2Lzz77DIIgYM2aNbj55pubPeY111yDxx9/HIDUS1lQUIDLL78cHo8HFRUVePfdd5W2/fr1w5133ol//OMfAIClS5di/fr1mDlzJjIyMnDs2DF89NFHcDqdeOKJJ7B69WoUFRW1+euW8TyP1atX4+KLL0ZpaSnOnDmD6dOnY/jw4Zg0aRKysrJQV1eHgwcPYuvWre0yPK/VajFp0iR89tln+PTTT9vhq5Bcd911WLJkiVJIfN26dXjooYdi9tzKv5gAiJiWQEhSJXUnYkJI3AwGg7JZfXPKy8vZ9OnTlfZNfUydOpUdP3486nHkNgaDodlzzps3T2m/Zs2aJttu3rxZaTtz5syobfr27au0OXfuHFu8eDHjOC7m15GTk8M2bNjQ7HUyxtif/vSnsPezqWOuXbu2zV8vY4xVVlay0aNHxzyXRqNhf/nLXxhj8b/vd911V9RjTZkyJaKt0+lkM2bMaPLrXbhwIQsEAmzw4MHK30X73jh+/Ljy/ODBg5v92mXHjh1jY8aMiev78tprr2WVlZVxHzua559/XjnekSNHmmzb+PutKaIosuuvvz7sev/2t79FbfvTn/6UAWB6vZ7V1dW1+mshpL1RACSki2hJAJT9+9//Zrfeeivr378/s1gsTK/XM4fDwSZMmMDuu+8+9vXXXzf5+s4UABlj7IsvvmBz585lffr0YXq9nuXk5LDJkyezZ599llVXVzd7jWrFxcXs4YcfZuPGjWNZWVlMq9WyjIwMNnjwYHbTTTex119/nTmdznb5emVut5stW7aMTZw4kaWnpzODwcD69evH5s2bx7777julXbzvuyiK7OWXX2YFBQXMZDIxs9nMhg0bxl566aWo7QVBYKtWrWIzZsxgDoeD6XQ61rt3bzZr1iy2ceNGpV1HBUD5mt9++202d+5c1rdvX2YymZjBYGC5ubns0ksvZYsXL2b79u1r0TFjOXv2LNNqtQwAe+SRR5ps25IAyJgUqNWBXqvVsk8++SSsTU1NDbNYLAwAmzt3bpu+FkLaG8dYOy73IoSQdpKfn68sAjh37lyLtlsjRHb99dfjX//6F/Ly8nDixIlmtzRsTy+++CLuvfdeAMkpPk5IU2gRCCGEkG5LXu1dUlKCV155JWHn9Xq9eOaZZwAAkyZNovBHOh0KgIQQQrqtcePG4brrrgMAPPnkk3A6nQk578svv4zTp0+D47gut78zSQ0UAAkhhHRry5YtQ1paGs6ePYtHHnmkw8936tQpZZXwz3/+c2UXEUI6EwqAhBBCurXevXvj+eefBwC88MIL7VLcOxbGGBYsWID6+noMHDgw7sLehCQaBUBCCCHd3m233YYFCxZAFEXceOONKC0t7ZDzPPHEE/jkk0+QlpaG999/v92LahPSXmgVMCGkU6JVwIQQ0nGoB5AQQgghJMVQACSEEEIISTE0BEwIIYQQkmKoB5AQQgghJMVQACSEEEIISTEUAAkhhBBCUgwFQEIIIYSQFEMBkBBCCCEkxVAAJIQQQghJMRQACSGEEEJSDAVAQgghhJAUQwGQEEIIISTF/H/JYLr6QEZMsAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -246,7 +218,7 @@ }, { "cell_type": "code", - "execution_count": 396, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -351,7 +323,7 @@ }, { "cell_type": "code", - "execution_count": 359, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -361,7 +333,7 @@ "" ] }, - "execution_count": 359, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -375,7 +347,7 @@ }, { "cell_type": "code", - "execution_count": 360, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -385,7 +357,7 @@ "" ] }, - "execution_count": 360, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -398,14 +370,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ + "#Interesting example solutes to probe model performance\n", "solute = 'C1(C(C(C(C(C1O)O)O)O)O)O'\n", "solute = 'C[C@]12CC[C@@H](C([C@@H]1CC[C@@]3([C@@H]2CC=C4[C@]3(CC[C@@]5([C@H]4CC(CC5)(C)C)C(=O)O)C)C)(C)C)O'\n", "\n", - "#high temperature examples\n", + "#Interesting example solutes with high temperature data in SolProp\n", "solute = 'C1/C(=C\\C2=CC=CO2)/C(=O)/C(=C/C3=CC=CO3)/C1'\n", "solute = 'C(CCC(=O)O)CC(=O)O'\n", "solute = 'C1=CC(=CC=C1C(=O)O)C(=O)O'" diff --git a/paper/figures/error_analysis.ipynb b/paper/analysis/error_analysis.ipynb similarity index 52% rename from paper/figures/error_analysis.ipynb rename to paper/analysis/error_analysis.ipynb index ac3d8e1..4a7f253 100644 --- a/paper/figures/error_analysis.ipynb +++ b/paper/analysis/error_analysis.ipynb @@ -4,7 +4,15 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ChemeGrad2021\\AppData\\Roaming\\Python\\Python39\\site-packages\\pytorch_lightning\\utilities\\migration\\utils.py:56: The loaded checkpoint was produced with Lightning v2.3.1, which is newer than your current Lightning version: v2.2.4\n" + ] + } + ], "source": [ "import matplotlib\n", "from matplotlib import pyplot as plt\n", @@ -19,145 +27,54 @@ "import seaborn as sns\n", "from sklearn.metrics import mean_squared_error \n", "from pathlib import Path\n", - "from matplotlib_venn import venn2\n", - "from matplotlib_venn import venn2_circles\n", "from scipy.stats import pearsonr\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})\n", - "\n", - "colors = sns.color_palette(palette='Accent').as_hex()\n" + "import fastsolv as fastsolv\n", + "from fastsolv_analysis.util import parity_plot, solprop_parity_plot, stats, residual_cumsum" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "def stats(true, predicted): \n", - " mse = mean_squared_error(true, predicted)\n", - "\n", - " differences = np.abs(true - predicted)\n", - " within_1_unit = differences <= 1\n", - " percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n", - " return mse, percentage_within_1_unit\n", - "\n", - "def parity_plot(xs,ys, labels, colors):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - " ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - " ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " for i in range(len(xs)):\n", - " ax1.scatter(xs[i],ys[i], alpha =0.4, s = 30, edgecolors = 'black', color = colors[i], label = labels[i])\n", - " ax1.set_xlim([-5, 2])\n", - " ax1.set_ylim([-5,2])\n", - " ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - " ax1.set_xlabel(r\"True $logS$\")\n", - " ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1\n", + "matplotlib.rcParams.update({'font.style': 'normal'})\n", + "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", + "matplotlib.rcParams.update({'font.size': 26})\n", "\n", - "def solprop_parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - " ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - " ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label)\n", - " ax1.set_xlim([-6,3])\n", - " ax1.set_xticks([-6, -3, 0, 3])\n", - " ax1.set_ylim([-6,3])\n", - " ax1.set_yticks([-6, -3, 0, 3])\n", - " ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - " ax1.set_xlabel(r\"True $logS$\")\n", - " ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - " ax1.text(-2,-4.5, f\"RMSE = {np.sqrt(mse):.2f}\", fontsize = 20)\n", - " ax1.text(-2,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit:.1f}\", fontsize = 20)\n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1" + "colors = sns.color_palette(palette='Accent').as_hex()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Fastprop performance on Leeds" + "Set source directory" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n", - "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n", - "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n", - "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n", - "\n", - "leeds_all_fastprop = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE Fastprop= 0.9834289839540981 \n", - "Percentage within 1 logS for Fastprop = 70.37037037037037\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "parity_plot([leeds_benzene['logS_true'], leeds_ethanol['logS_true'], leeds_acetone['logS_true']],\n", - " [leeds_benzene['logS_pred'],leeds_ethanol['logS_pred'], leeds_acetone['logS_pred']], \n", - " ['Benzene', 'Ethanol', 'Acetone'], \n", - " [colors[2], colors[0], colors[4]])\n", - "mse, percentage_within_1_unit = stats(leeds_all_fastprop['logS_true'], leeds_all_fastprop['logS_pred'])\n", - "print(\"MSE Fastprop= \" + f\"{np.sqrt(mse)}\", \"\\nPercentage within 1 logS for Fastprop = \" + f\"{percentage_within_1_unit}\")" + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Fastprop performance on Solprop" + "Load pre-computed predictions of Solution fastprop model predictions on the SolProp test set" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n", - "fastprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n", + "fastprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"fastprop_5215_predictions/solprop_fastprop_nonaq_predictions.csv\"))\n", "fastprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_predictions['smiles'].str.split('.', n=1, expand=True)\n", "solute_smiles = fastprop_predictions.pop('solute_smiles') \n", "solvent_smiles = fastprop_predictions.pop('solvent_smiles') \n", @@ -165,199 +82,39 @@ "both = fastprop_predictions.pop('smiles') \n", "\n", "fastprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n", - "fastprop_predictions.insert(0, 'solute_smiles', solute_smiles) " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "mse_absolute, percentage_within_1_unit = stats(fastprop_predictions['logS_true'], fastprop_predictions['logS_pred'])\n", - "solprop_parity_plot(fastprop_predictions['logS_true'],\n", - " fastprop_predictions['logS_pred'],\n", - " 'Fastprop', \n", - " [colors[2]],\n", - " mse_absolute, \n", - " percentage_within_1_unit)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Chemprop performance on Leeds" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"chemprop_5215_predictions\")\n", - "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_chemprop_predictions.csv\"))\n", - "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_chemprop_predictions.csv\"))\n", - "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_chemprop_predictions.csv\"))\n", + "fastprop_predictions.insert(0, 'solute_smiles', solute_smiles) \n", "\n", - "leeds_all_chemprop = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE Chemprop= 0.9408216752354565 \n", - "Percentage within 1 logS for Fastprop = 72.14506172839506\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "parity_plot([leeds_benzene['logS_true'], leeds_ethanol['logS_true'], leeds_acetone['logS_true']],\n", - " [leeds_benzene['logS_pred'],leeds_ethanol['logS_pred'], leeds_acetone['logS_pred']], \n", - " ['Benzene', 'Ethanol', 'Acetone'], \n", - " [colors[2], colors[0], colors[4]])\n", - "mse, percentage_within_1_unit = stats(leeds_all_chemprop['logS_true'], leeds_all_chemprop['logS_pred'])\n", - "print(\"MSE Chemprop= \" + f\"{np.sqrt(mse)}\", \"\\nPercentage within 1 logS for Fastprop = \" + f\"{percentage_within_1_unit}\")" + "\n", + "# also load solprop features\n", + "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"fastprop_5215_predictions/solprop_fastprop_nonaq.csv\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Chemprop performance on Solprop" + "Load pre-computed predictions of solutions chemprop model predictions on the SolProp test set" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"chemprop_5215_predictions\")\n", - "chemprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "mse_absolute, percentage_within_1_unit = stats(chemprop_predictions['logS_true'], chemprop_predictions['logS_pred'])\n", - "solprop_parity_plot(chemprop_predictions['logS_true'],\n", - " chemprop_predictions['logS_pred'],\n", - " 'Chemprop', \n", - " [colors[2]],\n", - " mse_absolute, \n", - " percentage_within_1_unit)" + "chemprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"chemprop_5215_predictions/solprop_chemprop_nonaq_predictions.csv\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Residual error analysis" + "Analysis of the error distributions as a funciton of various descriptors across the datasets for both the solution chemprop and fastprop models. " ] }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n", - "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -371,36 +128,7 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "def residual_cumsum(merged_fastprop, merged_chemprop, feature):\n", - " \n", - " #sort\n", - " merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", - " merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", - "\n", - " # Calculate cumulative residuals\n", - " merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", - " merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", - "\n", - " plt.figure(figsize=(12, 6))\n", - " plt.subplot(1, 2, 1)\n", - " plt.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'], label='Fastprop', color='blue')\n", - " plt.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'], label='Chemprop', color='red')\n", - " plt.title('Cumulative Residuals vs ' + feature)\n", - " plt.xlabel(feature)\n", - " plt.ylabel('Cumulative Residual')\n", - " plt.legend()\n", - " plt.tight_layout()\n", - " plt.show()\n", - " return" - ] - }, - { - "cell_type": "code", - "execution_count": 14, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -420,7 +148,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -440,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -460,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -480,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -500,7 +228,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -520,7 +248,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -540,7 +268,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -560,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -580,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -598,9 +326,16 @@ "residual_cumsum(merged_fastprop, merged_chemprop, 'solute_nAcid')" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Analysis of the correlation between the model predictions on the SolProp test set" + ] + }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -615,7 +350,6 @@ } ], "source": [ - "\n", "plt.figure(figsize=(12, 6))\n", "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n", "plt.subplot(1, 2, 1)\n", @@ -628,107 +362,34 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from scipy.stats import pearsonr\n", - "\n", - "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n", - "print(r[0])" - ] - }, - { - "cell_type": "code", - "execution_count": 25, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0.8112464448118477\n" + "Pearson R between solution chemprop and fastprop predictions on SolProp test set is: 0.8112464448118477\n", + "Pearson R between solution fastprop predictions and the experimental values on SolProp test set is: 0.6440353025905857\n", + "Pearson R between solution chemprop predictions and the experimental values on SolProp test set is: 0.6379489294363208\n" ] } ], "source": [ - "from scipy.stats import pearsonr\n", - "\n", "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n", - "print(r[0])" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.6379489294363208\n" - ] - } - ], - "source": [ - "from scipy.stats import pearsonr\n", + "print(\"Pearson R between solution chemprop and fastprop predictions on SolProp test set is: \" + str(r[0]))\n", "\n", - "r = pearsonr(merged_chemprop['logS_pred'], merged_chemprop['logS_true'])\n", - "print(r[0])" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "def rmse(y_true, y_pred):\n", - " return np.sqrt(np.mean((y_true - y_pred)**2))\n", - "def within_1(true, predicted):\n", - " differences = np.abs(true - predicted)\n", - " within_1_unit = differences <= 1\n", - " percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n", - " return percentage_within_1_unit" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.7900562990377457\n", - "78.71929824561403\n" - ] - } - ], - "source": [ - "avg = (merged_fastprop['logS_pred'] + merged_chemprop['logS_pred'])/2\n", - "val = rmse(merged_fastprop['logS_true'], avg)\n", + "r = pearsonr(merged_fastprop['logS_pred'], merged_fastprop['logS_true'])\n", + "print(\"Pearson R between solution fastprop predictions and the experimental values on SolProp test set is: \" + str(r[0]))\n", "\n", - "val2 = within_1(merged_fastprop['logS_true'], avg)\n", - "print(val)\n", - "print(val2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\n" + "r = pearsonr(merged_chemprop['logS_pred'], merged_chemprop['logS_true'])\n", + "print(\"Pearson R between solution chemprop predictions and the experimental values on SolProp test set is: \" + str(r[0]))" ] } ], "metadata": { "kernelspec": { - "display_name": "PythonDeepChemENV", + "display_name": "PythonDeepChemENV2", "language": "python", "name": "python3" }, diff --git a/paper/analysis/fastsolv_analysis/__init__.py b/paper/analysis/fastsolv_analysis/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/paper/figures/challenging.py b/paper/analysis/fastsolv_analysis/challenging.py similarity index 100% rename from paper/figures/challenging.py rename to paper/analysis/fastsolv_analysis/challenging.py diff --git a/paper/analysis/fastsolv_analysis/gradient_analysis.py b/paper/analysis/fastsolv_analysis/gradient_analysis.py new file mode 100644 index 0000000..7efa3db --- /dev/null +++ b/paper/analysis/fastsolv_analysis/gradient_analysis.py @@ -0,0 +1,126 @@ +import matplotlib.pyplot as plt +import numpy as np +from sklearn.metrics import mean_squared_error +from matplotlib import cm +from matplotlib.colors import Normalize +from scipy.stats import wasserstein_distance +from sklearn.metrics import mean_squared_error +from sklearn.metrics import mean_absolute_error + +def gradient_analysis(df): + grouped_predictions = df.groupby(['solvent_smiles', 'solute_smiles']) + # Create a list of smaller dataframes + sub_dfs = [group for _, group in grouped_predictions] + + total_predicted_gradients = [] + total_true_gradients = [] + for df in sub_dfs: + if(len(df) > 1): + total_true_gradients.append(np.gradient(df['logS_true'], df['temperature']).flatten()) + total_predicted_gradients.append(np.gradient(df['logS_pred'], df['temperature']).flatten()) + + true_grads = np.concatenate(total_true_gradients).ravel() + pred_grads = np.concatenate(total_predicted_gradients).ravel() + mask = np.isfinite(true_grads) & np.isfinite(pred_grads) + true_grads = true_grads[mask] + pred_grads = pred_grads[mask] + + mse = mean_squared_error(true_grads, pred_grads) + mae = mean_absolute_error(true_grads, pred_grads) + + return true_grads, pred_grads, mse, mae + +def gradient_parity_plot(true_grads, pred_grads): + plt.figure(figsize=[6.4,4.8]) + fig, ax1 = plt.subplots() + + bins = [100, 100] # number of bins + hh, locx, locy = np.histogram2d(true_grads, pred_grads, bins=bins, density = True) + + # Sort the points by density, so that the densest points are plotted last + z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads, pred_grads)]) + idx = z.argsort() + x2, y2, z2 = true_grads[idx], pred_grads[idx], z[idx] + + + ax1.scatter(true_grads,pred_grads, c = z2, alpha =0.4, edgecolors = 'black') + ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black') + + norm = Normalize(vmin = np.min(z), vmax = np.max(z)) + cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax1) + cbar.ax.set_ylabel('Density') + + + ax1.set_xlim([-0.1, 0.1]) + ax1.set_ylim([-0.1, 0.1]) + ax1.set_ylabel(r"$\frac{\hat{dlogS}}{dT}$") + ax1.set_xlabel(r"$\frac{dlogS}{dT}$") + ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) + ax1.spines[['right', 'top']].set_visible(False) + return ax1 + +def pdf_plot(true_grads, pred_grads, bins): + true_grads_binned, true_grad_bins = np.histogram(true_grads, bins = bins, range = (-0.05, 0.05)) + pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins = bins, range = (-0.05, 0.05)) + + plt.figure(figsize=[6.4,4.8]) + ax1 = plt.gca() + + ax1.stairs(true_grads_binned, true_grad_bins, label = r'ground truth') + ax1.stairs(pred_grads_binned,pred_grad_bins, label = r'predictions') + #ax1.set_xlim([-0.05, 0.05]) + #ax1.set_ylim([-500, 22000]) + ax1.set_ylabel(r"Count") + ax1.set_xlabel(r"$\frac{dlogS}{dT}$") + ax1.legend(prop={'size': 22}, loc = 'upper right', frameon = False) + ax1.spines[['right', 'top']].set_visible(False) + return ax1, true_grads_binned, pred_grads_binned, true_grad_bins, pred_grad_bins + +def cdf_plot(true_grads, pred_grads, bins): + # Compute histograms + true_grads_binned, true_grad_bins = np.histogram(true_grads, bins=bins, range = (-0.05, 0.05)) + pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins=bins, range = (-0.05, 0.05)) + + # Compute the CDF + true_grads_cdf = np.cumsum(true_grads_binned) / np.sum(true_grads_binned) + pred_grads_cdf = np.cumsum(pred_grads_binned) / np.sum(pred_grads_binned) + + distance = wasserstein_distance(true_grads_cdf, pred_grads_cdf) + + # Create the plot + plt.figure(figsize=[6.4, 4.8]) + ax1 = plt.gca() + + # Plot the CDFs as step plots + ax1.step(true_grad_bins[:-1], true_grads_cdf, where='post', label='ground truth') + ax1.step(pred_grad_bins[:-1], pred_grads_cdf, where='post', label='predictions') + ax1.text(0.02, 0.2, f"EMD = {distance:.2f}", color = 'orange') + # Set axis limits + ax1.set_ylim([0, 1]) + ax1.set_yticks([0,0.5 ,1]) + + ax1.set_ylabel("Cumulative Probability") + ax1.set_xlabel(r"$\frac{dlogS}{dT}$") + ax1.legend(prop={'size': 22}, loc='upper left', frameon=False) + ax1.spines[['right', 'top']].set_visible(False) + return ax1, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins, pred_grad_bins + + +def parity_plot(x,y, label, color, mse, percentage_within_1_unit): + plt.figure(figsize=[6.4,4.8]) + fig, ax1 = plt.subplots() + ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black') + ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label) + ax1.set_xlim([-6,3]) + ax1.set_xticks([-6, -3, 0, 3]) + ax1.set_ylim([-6,3]) + ax1.set_yticks([-6, -3, 0, 3]) + ax1.set_ylabel(r"$\hat{logS}$") + ax1.set_xlabel(r"True $logS$") + ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) + ax1.text(-2,-4.5, f"RMSE = {np.sqrt(mse):.2f}", fontsize = 20) + ax1.text(-2,-5.5, '% logS' + r'$\pm$' + f"1 = {percentage_within_1_unit:.1f}", fontsize = 20) + ax1.spines[['right', 'top']].set_visible(False) + return ax1 \ No newline at end of file diff --git a/paper/figures/umap_plotter.py b/paper/analysis/fastsolv_analysis/umap_plotter.py similarity index 100% rename from paper/figures/umap_plotter.py rename to paper/analysis/fastsolv_analysis/umap_plotter.py diff --git a/paper/analysis/fastsolv_analysis/util.py b/paper/analysis/fastsolv_analysis/util.py new file mode 100644 index 0000000..eff4066 --- /dev/null +++ b/paper/analysis/fastsolv_analysis/util.py @@ -0,0 +1,89 @@ +import matplotlib.pyplot as plt +import numpy as np +from sklearn.metrics import mean_squared_error +import pandas as pd +from rdkit import Chem + +def inchify(smi): + return Chem.MolToInchi(Chem.MolFromSmiles(smi)) + +def query_fastsolv(grouped_dataset, solute_smiles, min_temp, max_temp): + temperature_list = np.linspace(min_temp, max_temp, 20) + solvent_list = [] + for solvent, row in grouped_dataset.loc[solute_smiles].iterrows(): + solvent_list.append(solvent) + df_overall = pd.DataFrame() + for temp in temperature_list: + data = dict( + solvent_smiles=solvent_list, + solute_smiles=[solute_smiles]*len(solvent_list), + temperature= [temp]*len(solvent_list), + ) + df = pd.DataFrame(data) + df_overall = pd.concat([df, df_overall]) + return df_overall + +def stats(true, predicted): + mse = mean_squared_error(true, predicted) + + differences = np.abs(true - predicted) + within_1_unit = differences <= 1 + percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100 + return mse, percentage_within_1_unit + +def parity_plot(xs,ys, labels, colors): + plt.figure(figsize=[6.4,4.8]) + fig, ax1 = plt.subplots() + ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black') + ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + for i in range(len(xs)): + ax1.scatter(xs[i],ys[i], alpha =0.4, s = 30, edgecolors = 'black', color = colors[i], label = labels[i]) + ax1.set_xlim([-5, 2]) + ax1.set_ylim([-5,2]) + ax1.set_ylabel(r"$\hat{logS}$") + ax1.set_xlabel(r"True $logS$") + ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) + ax1.spines[['right', 'top']].set_visible(False) + return ax1 + +def solprop_parity_plot(x,y, label, color, mse, percentage_within_1_unit): + plt.figure(figsize=[6.4,4.8]) + fig, ax1 = plt.subplots() + ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black') + ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4) + ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label) + ax1.set_xlim([-6,3]) + ax1.set_xticks([-6, -3, 0, 3]) + ax1.set_ylim([-6,3]) + ax1.set_yticks([-6, -3, 0, 3]) + ax1.set_ylabel(r"$\hat{logS}$") + ax1.set_xlabel(r"True $logS$") + ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) + ax1.text(-2,-4.5, f"RMSE = {np.sqrt(mse):.2f}", fontsize = 20) + ax1.text(-2,-5.5, '% logS' + r'$\pm$' + f"1 = {percentage_within_1_unit:.1f}", fontsize = 20) + ax1.spines[['right', 'top']].set_visible(False) + return ax1 + +def residual_cumsum(merged_fastprop, merged_chemprop, feature): + + #sort + merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature) + merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature) + + # Calculate cumulative residuals + merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum() + merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum() + + plt.figure(figsize=(12, 6)) + plt.subplot(1, 2, 1) + plt.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'], label='Fastprop', color='blue') + plt.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'], label='Chemprop', color='red') + plt.title('Cumulative Residuals vs ' + feature) + plt.xlabel(feature) + plt.ylabel('Cumulative Residual') + plt.legend() + plt.tight_layout() + plt.show() + return diff --git a/paper/analysis/figure_2.ipynb b/paper/analysis/figure_2.ipynb new file mode 100644 index 0000000..490043e --- /dev/null +++ b/paper/analysis/figure_2.ipynb @@ -0,0 +1,47226 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "import pandas as pd\n", + "import numpy as np\n", + "import fastprop\n", + "import os\n", + "import scipy\n", + "from matplotlib import cm\n", + "from matplotlib.colors import Normalize \n", + "import seaborn as sns\n", + "from sklearn.metrics import mean_squared_error\n", + "from pathlib import Path\n", + "from matplotlib_venn import venn3, venn3_unweighted, venn3_circles\n", + "import polars as pl\n", + "import matplotlib.image as mpimg\n", + "import matplotlib.transforms as mtransforms\n", + "from rdkit import Chem\n", + "from rdkit.Chem import Draw\n", + "from scipy.stats import gaussian_kde\n", + "import matplotlib.cm as cm\n", + "from matplotlib.colors import LinearSegmentedColormap,LogNorm\n", + "from fastsolv_analysis.util import stats, inchify" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "matplotlib.rcParams.update({'font.style': 'normal'})\n", + "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", + "matplotlib.rcParams.update({'font.size': 26})\n", + "\n", + "colors = sns.color_palette(palette='Accent').as_hex()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set source directory" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Fastprop Krasnov performance" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MSE Krasnov training= 0.21805961604156238 \n", + "Percentage within 1 logS for Training = 99.28817946505607\n" + ] + } + ], + "source": [ + "training_performance: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"output/aleatoric_1701/fastprop_5215/bigsoldb_fastprop_nonaq_predictions.csv\"))\n", + "mse_training, percentage_within_1_unit_training = stats(training_performance['logS_true'], training_performance['logS_pred'])\n", + "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training)}\", \n", + " \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Chemprop Krasnov performance" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MSE Krasnov training= 0.28261579793973973 \n", + "Percentage within 1 logS for Training = 99.18512127312817\n" + ] + } + ], + "source": [ + "training_performance_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"chemprop_output/aleatoric_1701/chemprop_5215/bigsoldb_chemprop_nonaq_predictions.csv\"))\n", + "mse_training_chemprop, percentage_within_1_unit_training_chemprop = stats(training_performance_chemprop['logS_true'], training_performance_chemprop['logS_pred'])\n", + "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training_chemprop)}\", \n", + " \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training_chemprop}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Label distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n", + "training_performance['logS_true'].plot(kind='hist', bins=120, color = colors[5], alpha = 0.4, label = 'Krasnov')\n", + "solprop['logS_true'].plot(kind='hist', bins=20, alpha = 0.4, color = colors[1], label = 'Solprop')\n", + "\n", + "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n", + "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n", + "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n", + "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) \n", + "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha = 0.4, color = colors[6], label = 'Leeds')\n", + "\n", + "plt.gca().spines[['top', 'right',]].set_visible(False)\n", + "plt.xlabel(\"logS (mol/L)\")\n", + "plt.xlim([-10, 2])\n", + "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n", + "plt.legend(prop={'size': 20}, loc = 'upper left', frameon = False) \n", + "#plt.ylim([-10, 1200])\n", + "#plt.yticks([0, 400, 800, 1200])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Venn Diagram of solute overlap" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + 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"\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Charges were rearranged\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:41] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:42] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:43] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Charges were rearranged\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Charges were rearranged\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Charges were rearranged\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:47] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:48] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:49] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:50] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:51] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:52] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Charges were rearranged\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:54] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:55] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Charges were rearranged\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:56] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:57] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:58] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:02:59] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Charges were rearranged\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Charges were rearranged\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:01] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:02] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:03] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:04] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:05] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:06] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Charges were rearranged\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:07] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Charges were rearranged\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:08] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:09] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:10] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:11] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:12] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Charges were rearranged\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:13] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:14] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:15] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:16] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:17] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:18] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Charges were rearranged\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:19] WARNING: Omitted undefined stereo\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "642\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:20] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:21] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:22] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "101\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Charges were rearranged\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:23] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges neutralized\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1016\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n", + "[16:03:24] WARNING: Charges were rearranged\n", + "\n" + ] + } + ], + "source": [ + "training_performance[['solvent', 'solute']] = training_performance['smiles'].str.split('.', expand=True)\n", + "unique_solutes_krasnov = set(inchify(s) for s in training_performance[\"solute\"])\n", + "print(len(unique_solutes_krasnov))\n", + "\n", + "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n", + "unique_solutes_solprop = set(inchify(s) for s in solprop[\"solute\"])\n", + "print(len(unique_solutes_solprop))\n", + "\n", + "leeds_all[['solvent', 'solute']] = leeds_all['smiles'].str.split('.', expand=True)\n", + "unique_solutes_leeds = set(inchify(s) for s in leeds_all[\"solute\"])\n", + "print(len(unique_solutes_leeds))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:29] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n", + "\n", + "[16:03:29] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Salt was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Charges were rearranged\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Metal was disconnected\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:30] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(3)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:31] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Charges were rearranged\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:31] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Charges were rearranged\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:32] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Metal was disconnected\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Charges were rearranged\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:33] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:33] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Metal was disconnected\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:34] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:35] WARNING: Charges were rearranged\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:35] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Charges were rearranged\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:36] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(2)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Charges were rearranged\n", + "\n", + "[16:03:37] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Metal was disconnected\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Charges were rearranged\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:38] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Metal was disconnected\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Metal was disconnected\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Charges were rearranged\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:39] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): N(2)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Charges were rearranged\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:40] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:41] WARNING: Charges were rearranged\n", + "\n", + "[16:03:41] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:42] WARNING: Charges were rearranged\n", + "\n", + "[16:03:42] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): N(2)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Charges were rearranged\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:43] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Charges were rearranged\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:44] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Salt was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:45] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Charges were rearranged\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:46] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:46] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Metal was disconnected\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:47] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Charges were rearranged\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:48] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Metal was disconnected\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): O(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Charges were rearranged\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:49] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:49] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Charges were rearranged\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:50] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): N(2); Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: not removing hydrogen atom without neighbors\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Charges were rearranged\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:51] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Metal was disconnected; Proton(s) added/removed\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Charges were rearranged\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:52] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Metal was disconnected\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:53] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:53] WARNING: Charges were rearranged\n", + "\n", + "[16:03:53] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1); N(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Metal was disconnected\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Accepted unusual valence(s): C(1)\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Charges were rearranged\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:54] 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undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + 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stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Proton(s) added/removed\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vemeire training data includes 1536 solvents and 20194 solutes.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + 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undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Accepted unusual valence(s): N(1)\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n" + ] + } + ], + "source": [ + "vermeire_training_solutes = []\n", + "vermeire_training_solvents = []\n", + "for training_set in (\n", + " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\AqueousSolu.csv\"),\n", + " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-Exp.csv\"),\n", + " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-QM.txt\"),\n", + " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-Exp.csv\"),\n", + " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-QM.txt\"),\n", + "):\n", + " if training_set.suffix == \"xlsx\":\n", + " df = pd.read_excel(training_set)\n", + " else:\n", + " df = pd.read_csv(training_set)\n", + " if \"Aqueous\" in training_set.name:\n", + " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", + " elif \"QM\" in training_set.name:\n", + " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", + " vermeire_training_solvents.extend(df[\"smiles solvent\"])\n", + " else:\n", + " vermeire_training_solutes.extend(df[\"smiles_solute\"])\n", + " vermeire_training_solvents.extend(df[\"smiles_solvent\"])\n", + "\n", + "# cast to set twice - once to remove immediate dupes, again to remove\n", + "# multiple identical representations\n", + "vermeire_training_solvents = set(inchify(s) for s in set(vermeire_training_solvents))\n", + "vermeire_training_solutes = set(inchify(s) for s in set(vermeire_training_solutes))\n", + "print(f\"Vemeire training data includes {len(vermeire_training_solvents):d} solvents and {len(vermeire_training_solutes):d} solutes.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] 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"\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted 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"[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:55] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:56] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Charges were rearranged\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:57] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:58] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:58] WARNING: Charges were rearranged\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:03:59] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solprop Testing data includes 97 solvents and 101 solutes.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n", + "[16:04:00] WARNING: Omitted undefined stereo\n", + "\n" + ] + } + ], + "source": [ + "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n", + "vermeire_testing_solutes = set(inchify(s) for s in solprop['solute'])\n", + "vermeire_testing_solvents = set(inchify(s) for s in solprop['solvent'])\n", + "print(f\"Solprop Testing data includes {len(vermeire_testing_solvents):d} solvents and {len(vermeire_testing_solutes):d} solutes.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Overlap of Krasnov and Leeds solutes is 9, or 0.89% of test set.\n", + "Overlap of Solprop training and Leeds solutes is 344, or 33.86% of test set.\n", + "Overlap of Solprop training and Krasnov solutes is 315, or 1.56% of test set.\n", + "Overlap of Solprop testing and Krasnov solutes is 0, or 0.00% of test set.\n", + "Overlap of Solprop training and Solprop testing solutes is 77, or 76.24% of test set.\n" + ] + } + ], + "source": [ + "unique_solutes_solprop_training = set(np.array(list(vermeire_training_solutes)).flatten())\n", + "unique_solutes_solprop = set(np.array(list(vermeire_testing_solutes)).flatten())\n", + "\n", + "\n", + "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_leeds)\n", + "\n", + "print(f\"Overlap of Krasnov and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n", + "\n", + "overlapping_solutes = unique_solutes_leeds.intersection(unique_solutes_solprop_training)\n", + "print(f\"Overlap of Solprop training and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n", + "\n", + "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop_training)\n", + "print(f\"Overlap of Solprop training and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop_training):.2%} of test set.\")\n", + "\n", + "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop)\n", + "print(f\"Overlap of Solprop testing and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")\n", + "\n", + "overlapping_solutes = unique_solutes_solprop_training.intersection(unique_solutes_solprop)\n", + "print(f\"Overlap of Solprop training and Solprop testing solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\matplotlib_venn\\_util.py:62: UserWarning: venn3_unweighted is deprecated. Use venn3 with the appropriate layout_algorithm instead.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "vermiere_venn = venn3_unweighted(\n", + " [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n", + " (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n", + " subset_areas = (1000, 4*10, 23*10, 675, 309, 50, 60),\n", + " set_colors = (colors[1], colors[2], colors[0]),\n", + " # first set, second set, overlap 1/2, 3rd, overlap 1/3, overlap 2/3, total overlap\n", + ")\n", + "#venn3_circles((1000, 4*10, 23*10, 675, 309, 50, 60))\n", + "\n", + "for set_label in vermiere_venn.set_labels:\n", + " if set_label: # Check if the label exists\n", + " set_label.set_fontsize(22) # Set the desired font size\n", + "\n", + "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n", + "for subset_label in vermiere_venn.subset_labels:\n", + " if subset_label: # Check if the label exists\n", + " subset_label.set_fontsize(22) # Set the desired font size\n", + "\n", + "plt.show()\n", + "\n", + "our_venn = venn3_unweighted(\n", + " [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n", + " (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n", + " subset_areas=(704, 270, 0, 984, 0, 130, 0),\n", + " # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n", + " set_colors = (colors[5], colors[0], colors[2]),\n", + " alpha = 0.4,\n", + ")\n", + "# venn3_circles([set(unique_solutes_krasnov), set(unique_solutes_leeds), set(unique_solutes_solprop)], linewidth=2)\n", + "\n", + "\n", + "for set_label in our_venn.set_labels:\n", + " if set_label: # Check if the label exists\n", + " set_label.set_fontsize(22) # Set the desired font size\n", + "\n", + "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n", + "for subset_label in our_venn.subset_labels:\n", + " if subset_label: # Check if the label exists\n", + " subset_label.set_fontsize(22) # Set the desired font size\n", + "\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting all together for Figure 1" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pl.read_csv(Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\krasnov\\bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n", + "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n", + "\n", + "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", + "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", + "logS_i, temperature_i = df.loc[row_i]\n", + "logS_j, temperature_j = df.loc[row_j]\n", + "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n", + "img\n", + "#width, length = img.size\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[1]), size=(400, 200))\n", + "img" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_1796\\217247166.py:91: UserWarning: FixedFormatter should only be used together with FixedLocator\n", + " h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(6.4*3, 4.8*2.5)) # Adjust the figure size \n", + "\n", + "# Top row: Venn diagrams and histogram\n", + "a_fastsolv_solutes = plt.subplot2grid(shape=(2, 3), loc=(0, 0), colspan=1)\n", + "vermiere_venn = venn3_unweighted(\n", + " [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n", + " (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n", + " subset_areas=(1000, 4*10, 23*10, 675, 309, 50, 60),\n", + " set_colors=(colors[1], colors[0], colors[2]),\n", + " alpha = 0.6\n", + ")\n", + "vermiere_venn.get_patch_by_id('110').set_color('#9FBCAA') # Overlap between Vermiere-train and SolProp\n", + "vermiere_venn.get_patch_by_id('101').set_color('#DEB7AD') # Overlap between Vermiere-train and Leeds\n", + "vermiere_venn.get_patch_by_id('011').set_color('#BEC583') # overlap between Solprop and leeds\n", + "vermiere_venn.get_patch_by_id('111').set_color('#bebd9e') # overlap between all\n", + "\n", + "\n", + "\n", + "# Adjust the position of the Venn labels to move them inside the plot\n", + "vermiere_venn.get_label_by_id(\"A\").set_position((0.2, 0.62)) # Manually adjust position\n", + "\n", + "a_fastsolv_solutes.text(-0.1, 1.05, \"a\", weight='bold', fontsize=30, transform=a_fastsolv_solutes.transAxes) # Adjusted panel label position\n", + "\n", + "b_venn = plt.subplot2grid(shape=(2, 3), loc=(0, 1), colspan=1)\n", + "our_venn = venn3_unweighted(\n", + " [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n", + " (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n", + " subset_areas=(704, 270, 0, 984, 0, 130, 0),\n", + " set_colors=(colors[5], colors[0], colors[2]),\n", + " alpha = 0.6\n", + ")\n", + "our_venn.get_patch_by_id('011').set_color('#BEC583')\n", + "\n", + "# Raised the panel label for \"e\" slightly higher\n", + "b_venn.text(-0.1, 1.6, \"b\", weight='bold', fontsize=30, transform=b_venn.transAxes) # Adjusted panel label position\n", + "\n", + "e_hist = plt.subplot2grid(shape=(2, 3), loc=(0, 2), colspan=1)\n", + "training_performance['logS_true'].plot(kind='hist', bins=120, color=colors[5], label='BigSolDB', ax=e_hist)\n", + "solprop['logS_true'].plot(kind='hist', bins=20, color=colors[0], label='Solprop', ax=e_hist)\n", + "leeds_all['logS_true'].plot(kind='hist', bins=10, color=colors[2], label='Leeds', ax=e_hist)\n", + "e_hist.spines[['top', 'right']].set_visible(False)\n", + "e_hist.set_xlabel(\"logS (mol/L)\")\n", + "e_hist.set_xlim([-10, 2])\n", + "e_hist.set_xticks([-10, -8, -6, -4, -2, 0, 2])\n", + "e_hist.legend(prop={'size': 20}, loc='upper left', frameon=False)\n", + "e_hist.text(-0.1, 1.09, \"c\", weight='bold', fontsize=30, transform=e_hist.transAxes) # Adjusted panel label position\n", + "\n", + "# Bottom ror\n", + "f_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 0), colspan=1)\n", + "\n", + "f_panel.text(-0.1, 1.08, \"d\", weight='bold', fontsize=30, transform=f_panel.transAxes) # Adjusted panel label position\n", + "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", + "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", + "logS_i, temperature_i = df.loc[row_i]\n", + "logS_j, temperature_j = df.loc[row_j]\n", + "\n", + "f_panel.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n", + "f_panel.set_xlabel(\"Temperature (K)\")\n", + "f_panel.set_ylabel(\"logS\")\n", + "f_panel.set_xticks([280, 310, 340])\n", + "f_panel.set_ylim([-3.2, 0])\n", + "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", + "f_panel.spines[['right', 'top']].set_visible(False)\n", + "\n", + "g_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 1), colspan=1)\n", + "g_panel.axis('off')\n", + "g_panel.text(-0.1, 1.1, \"e\", weight='bold', fontsize=30, transform=g_panel.transAxes) # Adjusted panel label position\n", + "\n", + "h_parity = plt.subplot2grid(shape=(2, 3), loc=(1, 2), colspan=1)\n", + "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n", + "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", + "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", + "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n", + "\n", + "# Calculate the point density\n", + "xy = np.vstack([training_performance['logS_true'],training_performance['logS_pred']])\n", + "z = gaussian_kde(xy)(xy)\n", + "\n", + "# Sort the points by density, so that the densest points are plotted last\n", + "idx = z.argsort()\n", + "x, y, z = training_performance['logS_true'][idx], training_performance['logS_pred'][idx], z[idx]\n", + "\n", + "\n", + "sc = h_parity.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n", + "cbar = plt.colorbar(sc, ax=h_parity)\n", + "cbar.set_label('Density')\n", + "h_parity.set_xlim([-8, 2])\n", + "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n", + "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n", + "h_parity.set_ylim([-8,2])\n", + "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n", + "\n", + "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n", + "h_parity.set_xlabel(r\"True $logS$\")\n", + "h_parity.spines[['right', 'top']].set_visible(False)\n", + "h_parity.text(-4.2,-5.75, 'N = ' + f\"{len(training_performance)}\", fontsize = 20)\n", + "h_parity.text(-4.2,-6.75, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n", + "h_parity.text(-4.2,-7.75, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n", + "\n", + "h_parity.set_title(\"FASTSOLV train\", fontsize = 25)\n", + "h_parity.text(-0.2, 1.1, \"f\", weight='bold', fontsize=30, transform=h_parity.transAxes) # Moved label outside and higher\n", + "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "PythonDeepChemENV2", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/figures/figure_3.ipynb b/paper/analysis/figure_3.ipynb similarity index 63% rename from paper/figures/figure_3.ipynb rename to paper/analysis/figure_3.ipynb index f4550b3..5117abc 100644 --- a/paper/figures/figure_3.ipynb +++ b/paper/analysis/figure_3.ipynb @@ -24,62 +24,38 @@ "from scipy.stats import gaussian_kde\n", "import matplotlib.cm as cm\n", "from matplotlib.colors import LinearSegmentedColormap,LogNorm\n", - "\n", + "from scipy.stats import pearsonr\n", + "from sklearn.metrics import mean_absolute_error \n", + "from fastsolv_analysis.util import stats, solprop_parity_plot, parity_plot" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ "matplotlib.rcParams.update({'font.style': 'normal'})\n", "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", "matplotlib.rcParams.update({'font.size': 26})\n", "\n", - "colors = sns.color_palette(palette='Accent').as_hex()\n" + "colors = sns.color_palette(palette='Accent').as_hex()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set source directory" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "def parity_plot(xs,ys, labels, colors):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - " ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - " ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " for i in range(len(xs)):\n", - " ax1.scatter(xs[i],ys[i], alpha =0.4, s = 30, edgecolors = 'black', color = colors[i], label = labels[i])\n", - " ax1.set_xlim([-5, 2])\n", - " ax1.set_ylim([-5,2])\n", - " ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - " ax1.set_xlabel(r\"True $logS$\")\n", - " ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1\n", - "\n", - "def stats(true, predicted): \n", - " mse = mean_squared_error(true, predicted)\n", - "\n", - " differences = np.abs(true - predicted)\n", - " within_1_unit = differences <= 1\n", - " percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n", - " return mse, percentage_within_1_unit\n", - "\n", - "def solprop_parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - " ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - " ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label)\n", - " ax1.set_xlim([-6,3])\n", - " ax1.set_xticks([-6, -3, 0, 3])\n", - " ax1.set_ylim([-6,3])\n", - " ax1.set_yticks([-6, -3, 0, 3])\n", - " ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - " ax1.set_xlabel(r\"True $logS$\")\n", - " ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - " ax1.text(-2,-4.5, f\"RMSE = {np.sqrt(mse):.2f}\", fontsize = 20)\n", - " ax1.text(-2,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit:.1f}\", fontsize = 20)\n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1" + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\")" ] }, { @@ -91,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -124,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -133,7 +109,7 @@ "" ] }, - "execution_count": 15, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -181,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -195,8 +171,6 @@ } ], "source": [ - "from scipy.stats import pearsonr\n", - "from sklearn.metrics import mean_absolute_error \n", "print(pearsonr(fastprop_solprop_predictions['logS_true'],\n", " fastprop_solprop_predictions['logS_pred']))\n", "\n", @@ -217,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -234,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -253,7 +227,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -262,7 +236,7 @@ "" ] }, - "execution_count": 19, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, @@ -301,38 +275,23 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "PearsonRResult(statistic=0.6541724554081934, pvalue=0.0)\n" - ] - } - ], - "source": [ - "from scipy.stats import pearsonr\n", - "print(pearsonr(chemprop_solprop_predictions['logS_true'],\n", - " chemprop_solprop_predictions['logS_pred']))" - ] - }, - { - "cell_type": "code", - "execution_count": 20, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "PearsonRResult(statistic=0.6541724554081934, pvalue=0.0)\n", "0.6661554501899718\n", "0.7730525228132716\n" ] } ], "source": [ + "print(pearsonr(chemprop_solprop_predictions['logS_true'],\n", + " chemprop_solprop_predictions['logS_pred']))\n", + "\n", "print(mean_absolute_error(chemprop_solprop_predictions['logS_true'],\n", " chemprop_solprop_predictions['logS_pred']))\n", "\n", @@ -349,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -366,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -385,7 +344,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -394,7 +353,7 @@ "" ] }, - "execution_count": 13, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, @@ -446,167 +405,7 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4*3,4.8*2.5])\n", - "ax1 = plt.subplot2grid(shape=(2,3), loc=(0,0), colspan=1)\n", - "\n", - "ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "\n", - "ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n", - "\n", - "\n", - "ax1.set_xlim([-6, 3])\n", - "ax1.set_xticks([-6, -3, 0, 3])\n", - "ax1.set_ylim([-6,6])\n", - "ax1.set_yticks([-6, -3, 0, 3, 6])\n", - "\n", - "ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - "#ax1.set_xlabel(r\"True $logS$\")\n", - "ax1.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "ax1.set_title(\"Vermiere\", fontsize = 25)\n", - "ax1.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_solprop):.2f}\", fontsize = 20)\n", - "ax1.text(-0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_leeds_solprop:.1f}\", fontsize = 20)\n", - "ax1.text(-7, 6.5, \"a\", weight='bold', fontsize = 30)\n", - "\n", - "\n", - "ax2 = plt.subplot2grid(shape=(2,3), loc=(0,1), colspan=1)\n", - "\n", - "ax2.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax2.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax2.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "\n", - "ax2.scatter(leeds_all['logS_true'],leeds_all['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n", - "\n", - "ax2.set_xlim([-6, 3])\n", - "ax2.set_xticks([-6, -3, 0, 3])\n", - "ax2.set_ylim([-6,6])\n", - "ax2.set_yticks([-6, -3, 0, 3, 6])\n", - "ax2.set_yticklabels([])\n", - "\n", - "#ax2.set_ylabel(r\"$\\hat{logS}$\")\n", - "#ax2.set_xlabel(r\"True $logS$\")\n", - "ax2.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n", - "ax2.spines[['right', 'top']].set_visible(False)\n", - "ax2.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_fastprop):.2f}\", fontsize = 20)\n", - "ax2.text(-0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_leeds_fastprop:.1f}\", fontsize = 20)\n", - "ax2.text(-7, 6.5, \"b\", weight='bold', fontsize = 30)\n", - "\n", - "ax2.set_title(\"Fastprop\", fontsize = 25)\n", - "\n", - "ax3 = plt.subplot2grid(shape=(2,3), loc=(0,2), colspan=1)\n", - "\n", - "ax3.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax3.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax3.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "\n", - "ax3.scatter(leeds_all_chemprop['logS_true'],leeds_all_chemprop['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n", - "\n", - "ax3.set_xlim([-6, 3])\n", - "ax3.set_xticks([-6, -3, 0, 3])\n", - "\n", - "ax3.set_ylim([-6,6])\n", - "ax3.set_yticks([-6, -3, 0, 3, 6])\n", - "ax3.set_yticklabels([])\n", - "\n", - "#ax3.set_ylabel(r\"$\\hat{logS}$\")\n", - "#ax3.set_xlabel(r\"True $logS$\")\n", - "ax3.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.08,0.3)) \n", - "ax3.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_chemprop):.2f}\", fontsize = 20)\n", - "ax3.text(-0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_leeds_chemprop:.1f}\", fontsize = 20)\n", - "ax3.text(-7, 6.5, \"c\", weight='bold', fontsize = 30)\n", - "\n", - "#ax3.text(1,-5.5, \"RMSE = 2.01\", fontsize = 20)\n", - "ax3.spines[['right', 'top']].set_visible(False)\n", - "ax3.set_title(\"Chemprop\", fontsize = 25)\n", - "\n", - "ax4 = plt.subplot2grid(shape=(2,3), loc=(1,0), colspan=1)\n", - "ax4.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax4.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax4.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax4.scatter(solprop_solprop_predictions['logS_true'],solprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n", - "ax4.set_xlim([-6,3])\n", - "ax4.set_xticks([-6, -3, 0, 3])\n", - "ax4.set_ylim([-6,3])\n", - "ax4.set_yticks([-6, -3, 0, 3])\n", - "ax4.set_ylabel(r\"$\\hat{logS}$\")\n", - "ax4.set_xlabel(r\"True $logS$\")\n", - "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax4.text(0,-4.5, f\"RMSE = {np.sqrt(mse_solprop_solprop):.2f}\", fontsize = 20)\n", - "ax4.text(0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_solprop_solprop:.1f}\", fontsize = 20)\n", - "ax4.spines[['right', 'top']].set_visible(False)\n", - "ax4.text(-7, 3.5, \"d\", weight='bold', fontsize = 30)\n", - "\n", - "\n", - "ax5 = plt.subplot2grid(shape=(2,3), loc=(1,1), colspan=1)\n", - "ax5.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax5.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax5.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax5.scatter(fastprop_solprop_predictions['logS_true'],fastprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n", - "ax5.set_xlim([-6,3])\n", - "ax5.set_xticks([-6, -3, 0, 3])\n", - "ax5.set_ylim([-6,3])\n", - "ax5.set_yticks([-6, -3, 0, 3])\n", - "ax5.set_yticklabels([])\n", - "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n", - "ax5.set_xlabel(r\"True $logS$\")\n", - "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax5.text(0,-4.5, f\"RMSE = {np.sqrt(mse_fastprop_solprop):.2f}\", fontsize = 20)\n", - "ax5.text(0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_fastprop_solprop:.1f}\", fontsize = 20)\n", - "ax5.spines[['right', 'top']].set_visible(False)\n", - "ax5.text(-7, 3.5, \"e\", weight='bold', fontsize = 30)\n", - "\n", - "\n", - "ax6 = plt.subplot2grid(shape=(2,3), loc=(1,2), colspan=1)\n", - "ax6.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - "ax6.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax6.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "ax6.scatter(chemprop_solprop_predictions['logS_true'],chemprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n", - "ax6.set_xlim([-6,3])\n", - "ax6.set_xticks([-6, -3, 0, 3])\n", - "ax6.set_ylim([-6,3])\n", - "ax6.set_yticks([-6, -3, 0, 3])\n", - "ax6.set_yticklabels([])\n", - "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n", - "ax6.set_xlabel(r\"True $logS$\")\n", - "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax6.text(0,-4.5, f\"RMSE = {np.sqrt(mse_chemprop_solprop):.2f}\", fontsize = 20)\n", - "ax6.text(0,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_chemprop_solprop:.1f}\", fontsize = 20)\n", - "ax6.spines[['right', 'top']].set_visible(False)\n", - "ax6.text(-7, 3.5, \"f\", weight='bold', fontsize = 30)\n", - "\n", - "plt.subplots_adjust(hspace=0.3)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 24, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -778,18 +577,11 @@ "plt.subplots_adjust(hspace=0.3)\n", "plt.show()\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "PythonDeepChemENV", + "display_name": "PythonDeepChemENV2", "language": "python", "name": "python3" }, diff --git a/paper/analysis/figure_4.ipynb b/paper/analysis/figure_4.ipynb new file mode 100644 index 0000000..28e2d32 --- /dev/null +++ b/paper/analysis/figure_4.ipynb @@ -0,0 +1,1186 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import numpy as np\n", + "import fastprop\n", + "import os\n", + "from rdkit import Chem\n", + "import scipy\n", + "from matplotlib import cm\n", + "from matplotlib.colors import Normalize \n", + "from scipy.stats import wasserstein_distance\n", + "from sklearn.metrics import mean_squared_error \n", + "from sklearn.metrics import mean_absolute_error\n", + "import seaborn as sns\n", + "import warnings\n", + "from scipy.stats import pearsonr\n", + "from fastsolv_analysis.util import stats, residual_cumsum\n", + "from fastsolv_analysis.gradient_analysis import parity_plot, pdf_plot, cdf_plot, gradient_parity_plot, gradient_analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "matplotlib.rcParams.update({'font.style': 'normal'})\n", + "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", + "matplotlib.rcParams.update({'font.size': 26})\n", + "\n", + "colors = sns.color_palette(palette='Accent').as_hex()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set source directory" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Fastprop performance on SolProp dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"fastprop_5215_predictions/solprop_fastprop_nonaq_predictions.csv\"))\n", + "fastprop_solprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n", + "fastprop_solprop_predictions\n", + "solute_smiles = fastprop_solprop_predictions.pop('solute_smiles') \n", + "solvent_smiles = fastprop_solprop_predictions.pop('solvent_smiles') \n", + "\n", + "both = fastprop_solprop_predictions.pop('smiles') \n", + "\n", + "fastprop_solprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n", + "fastprop_solprop_predictions.insert(0, 'solute_smiles', solute_smiles) \n", + "\n", + "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: divide by zero encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: divide by zero encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: divide by zero encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1247: RuntimeWarning: invalid value encountered in add\n", + " out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: divide by zero encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: invalid value encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: invalid value encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: invalid value encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: invalid value encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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PrFmzOiT5I0eOZMOGDedski9ET5ARfSGEEEJ0ieXLl3PdddcRDAbbtU+dOpUVK1aQkpLSQ5GdHdoexj290pvTPV+cWyTRF0IIIcRpe/HFF7ntttuIRqPt2i+55BKWLFlCfHx8D0V29tAwoMqsO+IMktIdIYQQQpyWp59+mltuuaVDkr9o0SKWL18uSb4QPURG9IUQQghxSnRd54knnuD//b//12HfV7/6Vf7+979jMkmqcYQ8jCvONPntE0IIIcRJ03Wd7373u/zmN7/psO++++7j17/+NQaDFA4cTcMgC2aJM0oSfSGEEEKclGg0yje+8Q3+9a9/ddj3k5/8hO9///soijw0+nmqrqDqpzmP/mmeL84tkugLIYQQotNCoRA33XQTb7zxRod9f/zjH/nWt77VA1EJIY5FEn0hhBBCdIrX6+Xqq69mzZo17dqNRiPPPvsst9xySw9F1juoXTDrjiqlO+IkSKIvhBBCiC/U1NTEggUL2LRpU7t2q9XK4sWLWbhwYQ9F1ntougHtNB/G1eRhXHESJNEXQgghxAlVV1czZ84cCgoK2rXHx8fz9ttvM2vWrJ4JTAhxQpLoCyGEEOK4iouLmT17NsXFxe3aU1JSWLlyJZMnT+6hyHofKd0RZ5ok+kIIIYQ4poKCAubMmUN1dXW79n79+rFq1SpGjBjRQ5H1ThqnP2uO1jWhiHOETHArhBBCiA42bdrEzJkzOyT5gwcPZsOGDZLkC9ELyIi+EEIIIdpZs2YNixYtwufztWsfN24c7777LhkZGT0UWe/WNQtmyRit6DxJ9IUQQggR88Ybb3DjjTcSDofbtV9wwQUsW7aMxMTEngmsD1B1A+ppzrpzuueLc4v8tAghhBACgGeeeYbrr7++Q5I/b948Vq1aJUm+EL2MJPpCCCGE4Le//S233347mtb+cc8bbriBt956C4fD0UOR9R0aSpe8hOgsKd0RQgghzmG6rvOjH/2In/zkJx32feMb3+Cpp57CaDT2QGR9j5TuiDNNEn0hhBDiHKVpGvfeey9/+tOfOux7+OGH+elPf4qiyAhyV+maefQl0RedJ4m+EEIIcQ6KRCJ87Wtf4z//+U+HfT//+c/5v//7vx6ISgjRleRtoRBCCHGOCQQCXHPNNR2SfEVR+Nvf/iZJfjfRdKVLXqdqy5YtPPjgg1xwwQWkp6djsViIj49nxIgR3HXXXWzcuPGk+gsGg/z73/9mzpw59O/fH5vNRr9+/Zg9ezbPPvtsh4e6v8iePXu4//77GTNmDImJiSQkJDBq1Cjuu+8+CgsLezS23krRdV3WUhZ9jtvtxuVy0draSkJCQk+HI4QQZw23282VV17JunXr2rWbzWZeeOEFvvSlL/VQZH3XkXvSzzdfhC3u9Iopgt4oD09Zd9L3t0WLFvHWW2994XE33XQT//jHP7Db7Sc8rrCwkBtuuIGCgoLjHjN58mQWL15MXl7eCfvSNI3HH3+cxx57DFVVj3mM2Wzm5z//Od/5zne+8Hvoyth6OyndEUIIIc4R9fX1zJs3j23btrVrt9vtvPHGG8ybN6+HIhPd7chofVJSEjNnzmTQoEFYrVaqq6v54IMPKCkpAeDFF1/E4/Hw9ttvH7evkpISZs6cSWNjIwBpaWlcccUVpKWlsW/fPpYvX040GmXLli3MnTuXzZs3n/BNyUMPPcSvf/3r2NezZs1i4sSJ+P1+Vq9ezaFDh4hEIjzwwAM4HA7uvvvuMxZbbycj+qJPkhF9IYRor7y8nDlz5lBUVNSu3eVysXz5ci644IIeiqzvO3JP+umnF3fJiP73pq496fvbpEmT+Pa3v81NN92ExWJpt0/Xdf785z/z7W9/Oza96pIlS7jqqqs69KPrOlOmTGHr1q0A3HLLLfztb39r9wlAYWEh8+bNo7y8HIA777yTv//978eM6+23345dJykpiSVLljBz5szYflVV+d73vscvfvELACwWC0VFReTn53d7bH2B1OgLIYQQfdz+/fu58MILOyT56enprFu3TpL8M0RF6ZLXqfjoo4/46le/2iHJh7ZnM775zW/yjW98I9b24osvHrOf1157LZZIn3/++Tz33HMdynxGjhzJG2+8gcHQlmY+99xzscT6aLqu8/3vfz/29UsvvdQuyQcwGo08+eSTLFy4EIBwOBxL+rsztr5CEn0hhBCiD9uxYwczZsygrKysXfuAAQPYsGED48aN66HIxJlks9m+8Jgbbrghtn3gwIFjHvPLX/4ytv2b3/wmljB/3uTJk7nuuuuAthmenn/++Q7HvPPOO7E6+nnz5jF37tzjxvbkk0/Gtp9//vljPkzblbH1FZLoCyGEEH3Uhg0buOiii6irq2vXPmLECDZs2MCQIUN6KLJzk6YbuuTVXbKzs2Pbx0qSq6qq2LJlCwCjRo3ivPPOO2F/X/nKV2LbK1eu7LB/yZIlse0777zzhH2NGDGCyZMnA+Dz+diwYUO3xtZXSKIvhBBC9EErVqxgzpw5uN3udu2TJ09m/fr19OvXr4ciO3epdEX5Tvepr6+PbQ8bNqzD/hUrVnDk0c45c+Z8YX8zZ86MvWH45JNPiEQiHfqDttKhSy+99Av7mzVrVmx7/fr13RpbXyGJvhBCCNHHvPzyy1x11VUEAoF27bNmzeK9994jNTW1hyI7t53tI/pvvPFGbHvRokUd9u/YsSO2PW3atC/sLz4+PvaGIRqNxmb2AWhoaKCyshKA4cOHk5iY+IX9TZkyJbb9+dKiroytL5FEXwghhOhD/vrXv3LTTTcRjUbbtV955ZW88847MhOZOKbly5fzhz/8AYDp06dz7bXXdjhm//79se1BgwZ1qt+j56k/Ojnvyr66o7++QubRF0IIIfqIn//85zzyyCMd2m+99Vb+9a9/YTLJbb8nqboB9TRH5E/3/CMCgQA1NTVs27aNF198kTfffBNd1znvvPN4++23j1mjX1xcHNvOzc3t1HVycnJi2w0NDd3SV3f011fIb7wQQgjRy+m6zsMPP3zMaQe//e1v87vf/e64M5CIM0dHQTvF6TGP7gPo8OyF1WrFarWe8NwXXniBW2+99Zj7Ro8ezf/8z/9w5513HvcN4dHXdLlcnYo3Pj4+tu3z+bqlr+7or6+Q33ohhBCiF1NVlbvuuuuYSf6PfvQjfv/730uS3wfl5ubicrlir5/97Gen3JfFYiEjI4OWlpYTjmwfSYYVRfnCNxVHHD2tp9/v79DX5485lb66Ora+REb0hRBCiF4qFApx6623snjx4g77fve733Hvvff2QFTieLqydKe8vLzd8xadSW7Hjh3Lj370I6AtsW1ubmbv3r1s3ryZ9957j/fee4/HH3+cX//61+0WzzoiGAwCnFQJmNFoPOb2kb4AzGbzafXV1bH1JZLoCyGEEL2Qz+fjmmuuYdWqVe3ajUYj//znP7ntttt6KDJxPJquoOmnV7pz5PyEhISTfrB67NixjB07tkN7S0sLf/nLX3jsscfw+XzcfffdqKrKN7/5zXbH2e12fD4fkUgETdM69UnR0TM/HV0qc/SKtaFQqFPxH6+vro6tL5HP8oQQQoheprm5mTlz5nRI8i0WC6+99pok+eKkJCYm8vDDD7NixYrYyPZ3v/vd2PSXR8TFxcW2Pz916/EcXRJzdDJ9dF+dLZs5Xl9dHVtfIom+EEII0YvU1NQwa9YsPv7443btcXFxvPPOO8ec/1ycHVQMXfLqLrNmzeKWW24B2pLl559/vt3+lJSU2HZNTU2n+jz6zcKAAQO6pa/u6K+vkERfCCGE6CVKSkqYMWMGu3btateenJzMe++9xyWXXNJDkYnOOFK6c7qv7nT55ZfHtjdv3txu39Gr5XZ2ganS0tLY9ogRI7qsr5EjR3ZbbH2JJPpCCCFEL1BYWMgFF1zAwYMH27VnZ2ezfv16pk6d2kORib4kIyMjtv35KSePTq63bdv2hX0FAgEKCwsByM/Pb/dMwdChQ2NlQjt37kRV1S/sb8uWLbHtcePGdVtsfYkk+kIIIcRZbvPmzcyYMYOqqqp27YMGDWLDhg2MGjWqhyITJ0PD0CWv7lRXVxfbPjrpB7j44otj2++///4X9rVhwwYikQgAV1xxRbt9NpuN6dOnA+DxeNol8cezdu1aAAwGA/Pnz++22PoSSfSFEEKIs9jatWu55JJLaGpqatc+ZswYPvzwQ/Lz83soMnGyVF3pkld3WrZsWWz7SCJ+xMyZM0lMTARg9erVlJeXn7CvZ599NrZ9zTXXdNh/1VVXxbb/9a9/nbCvAwcOxJ5LmTFjBmlpad0aW18hiX4fsGfPHu6//37GjBlDYmIiCQkJjBo1ivvuuy/2sVRXcLvdPPXUU8ycOZOcnBxsNht5eXlceeWVvP766+i63ql+XC4XiqJ06jV58uQui18IIXqbt956i/nz5+P1etu1T58+nXXr1pGVldVDkYlT0VM1+hs3buzUcR999BEvvPACAA6Ho0MCbDabuf3224G2hdoefvjh4/a1detWXnnlFQCmTJnCrFmzOhxz66234nA4gLbEu6Cg4Lj9Pfjgg7Hthx56qMP+ro6tr5BEvxfTNI3HHnuMcePG8bvf/Y6CggJaW1vxeDwUFhby+9//nvHjx/Ob3/zmtK/10UcfMXr0aL71rW/x4YcfUlVVRSgUorS0lKVLl3Ldddcxf/58GhsbT9iPqqp4PJ7TjkcIIfq6f//731x77bUd5hifM2cOq1evJikpqYciE73NjTfeyM0338zu3buPuV9VVZ599lkWLFgQq5X/wQ9+QHp6eodjH3roodhUlC+++CLf//73O9TX7969m6uvvhpVVVEU5bir9mZkZPCtb30LgHA4zFVXXdVhgFJVVR588EHeeustoG3kfsGCBcfsrytj6ysUvbPDsOKs893vfpdf//rXsa9nzZrFxIkT8fv9rF69mkOHDsX2/fnPf+buu+8+pets2bKFGTNmxFadGzBgAHPmzMHlcrFz507WrFkTG82fMWMG77333nFXuWtoaIh93DZ16tQONXafl52dzV133XXSMbvdblwuF62trX32ARshRN/1hz/84Zir2l533XW88MILnVoFVZw9jtyT7lp3PZa4zq0Cezxhb4S/XbT4pO5veXl5sRlmhg4dyvTp08nIyEBRFMrKyvjggw+orq6OHX/rrbfy3HPPoSjH/vTgzTff5Nprr43d+/Py8pg7dy4ul4vCwkLeeeedWIL94x//mB/+8IfHjS0UCnHRRRexadMmoG3Bt/nz5zNixAjcbjcrV66MxZ6dnc2WLVtO+ElWV8bWF0ii30u9/fbbsdq2pKQklixZwsyZM2P7VVXle9/7Hr/4xS+AtkVUioqKTrqW0+fzMWLEiFit20MPPcQTTzzRbonpDRs2sHDhQlpaWgB4/PHH+f73v3/M/g4cOMDQoUMBeOSRR/jpT396UvF0liT6QojeSNd1HnvsMR599NEO++644w7++te/xmYqEb3HkXvSHeu+1CWJ/j8vevWk7m9HPgX6IvHx8fzkJz/hf//3f4+b5B/x4osv8o1vfKNDWdkRZrOZxx9/nAcffPAL+2poaODmm2/usADc0SZOnMgrr7zC4MGDv/D76MrYejsp3emFdF1vl0i/9NJL7ZJ8aHtH/OSTT7Jw4UKg7SOxI0n/yXj66adjSf6Xv/xlnnzyyXZJPsCFF17IP//5z9jXv/3tbztMyXXE0Q+TycfOQgjxGU3TuO+++46Z5H/3u9/l73//uyT54pS8++67rFy5krvuuouJEyeSlJSEyWTC4XDQv39/rrrqKv74xz9SUVHBvffe26nk96abbqKgoICHH36Y0aNHEx8fH3tG8P7772fXrl089NBDneorNTWVlStXsnjxYhYsWEC/fv2wWCz069ePOXPm8O9//5tPPvmkU0l+V8fW28mIfi+0YsWK2IIW8+bN45133jnusXv37o3NLet0OmlqasJisXTqOpqmkZOTQ01NDUajkdLSUnJyco57/Hnnncenn34KwH/+8x9uuummDsesXLkyVq7z97//nTvvvLNTsZwsGdEXQvQm0WiUO+64g3//+98d9v30pz/l4YcfPieSkr7qyD3pax98CUtc5+7BxxP2hnlm1smN6Itzl4zo90JLliyJbX9RojxixIjYzDU+n48NGzZ0+jobN26MLSM9f/78Eyb5AF/5yldi2ytXrjzmMc3NzbFtGdEXQggIBoNce+21HZJ8RVH485//zCOPPCJJfh+h6YYueQnRWfLT0gutWLECaLsJXHrppV94/NHTRq1fv/6krwMwe/bsLrmOlO4IIcRnPB4PCxYs4O23327XbjKZePHFF095EgUhhAAwffEh4mzS0NBAZWUlAMOHD48tDnEiU6ZMiW0fOHCg09fasWNHbHvatGlfePzIkSNxOp34fD7Ky8sJhUIdZoaQEX0hhGjT2NjI/Pnz2bx5c7t2m83G66+/ftwpBEXvpaGgcXqfzpzu+eLcIiP6vcz+/ftj24MGDerUOXl5ebHtk0n0T/ZaiqLQv39/oK2+/+jpPY+QEX0hhIDKykpmzpzZIclPSEhg1apVkuT3Ub1hZVzRt0ii38sUFxfHtnNzczt1ztG19Q0NDZ2+1uHDhwGw2+2kpKR0ybWOHtHPz89HURRMJhOpqamMGzeOb37zm3zwwQedjlEIIXqbgwcPcsEFF3RYGCgtLY0PPviAGTNm9FBkQoi+Rkp3ehm32x3bdrlcnTrnyCpxwHGnvfw8v99PNBo9qet05lpHj+gfoaoqjY2NNDY2smvXLv785z8zffp0XnjhBQYOHNip64ZCoXarRx797ySEEGeLnTt3MnfuXGpra9u15+bmsmbNmtg6I6Jv6oqHaeVhXHEyJNHvZY5Onm02W6fOOfo4v9/fbdfpzLUuu+wyJkyYEPta13XcbjeHDx/mo48+in0K8MknnzBlyhQ++ugjhg8f/oXX/dnPfsaPf/zjTscphBBn2scff8zll18eW1zwiGHDhrF69epOf0orei8NBe00S2+kRl+cDEn0e5lgMBjbNps7t7re0QusdHaxlVO5Tmeu9e1vf/u450YiEV544QUeeOABmpubaWpq4pprrmH37t1fGPcjjzzCd77zndjXbrdbbppCiLPGu+++y9VXX00gEGjXPnHiRFauXElaWloPRSbOJL0LHsbVJdEXJ0E+/+ll7HZ7bPvoUpUTOfrGcnRpTVdf51SvdYTZbOZrX/saa9euJS4uDmhb8Ovll1/+wnOtVisJCQntXkIIcTZYvHgxCxcu7JDkz5w5k7Vr10qSL4ToNpLo9zJHEmDofBnO0cd1Nvk+leuc6rU+b9y4cTzwwAOxr998881T6kcIIXraP/7xD7785S8TiUTatV9++eWsXLlSBiXOMZqudMlLiM6SRL+XOXr2myOr1n6RI/PuAwwYMKBT59hsNhwOB9D2AO3nb1Jdea1juf7662Pb27dvP+V+hBCip/zyl7/k61//OpqmtWu/6aabePPNN9t9cirODbIyrjjT5Kellxk2bFhsu6SkpFPnlJaWxrZHjhx50tfSNI2ysrJOnXPkuOTkZDIyMjp9rc87et7+k5kSVAghepqu6zzyyCM89NBDHfZ985vf5Pnnnz+pZ5+EEOJUSaLfywwdOjT2YOrOnTtRVfULz9myZUtse9y4cZ2+1tFvCrZt2/aFxx88eDA2m8TJXOdYwuFwbPvoMiIhhDibqarKPffcw89//vMO+37wgx/wpz/9CYNBbr3nKindEWea/LXpZWw2G9OnTwfA4/G0S+KPZ+3atQAYDAbmz5/f6WtdfPHFse3333+/09cBuOKKKzp9nWPZvXt3bFtmzxFC9AbhcJibb76Zv/71rx32/frXv+YnP/kJiiJJ2rlM+++sO6f7EqKzJNHvha666qrY9r/+9a8THnvgwAE+/vhjAGbMmHFSsztcccUVsZGnl19++Qsfyn322WcBUBSFq6++utPXOZbnnnsutj179uzT6ksIIbqb3+9n0aJFvPLKK+3aDQYD//znP9tN/yuEEGeKJPq90K233hp7UPbZZ5+loKDguMc++OCDse1j1YueSEZGBosWLQKgpaWFJ5544rjHLlmyJPaG4rrrriM/P7/DMUfPzX8ia9as4ZlnngHapty87bbbTipuIYQ4k1paWpg7dy7vvPNOu3aLxcLixYu5/fbbeygycbaR0h1xpkmi3wtlZGTwrW99C2j7qPiqq66isLCw3TGqqvLggw/y1ltvAW3zNS9YsKDdMaFQiGuvvZb4+Hi+9KUvtauLP+LRRx+NPRPw5JNP8vTTT3c45oMPPuBrX/sa0Daf/fFWqN24cSMXXnghq1evRtf1DvvD4TB/+MMfWLhwIdFoFID777+fwYMHn/DfQwghekptbS0XX3wxGzZsaNfudDpZtmwZ11xzTQ9FJs5GkuiLM03Rj5VxibNeKBTioosuYtOmTUDbKrTz589nxIgRuN1uVq5cGZttJzs7my1btpCVldWuj3/84x98/etfb/f1HXfc0eFav//977nvvvtiX48aNYpZs2Zhs9nYvn17u/r95557jq985SvHjPmDDz6I1f1nZ2czY8YM+vfvj6IolJaW8v7771NfXx87/qqrruL111/v9Gq+R3O73bhcLlpbW2WeaiFEtygtLWX27NkcOHCgXXtSUhIrVqxg2rRpPRSZONscuSfNX/l1zE7LafUV8YV5Z97f5f4mOsXU0wGIU2O1Wlm2bBk333wzq1atQlVVli1bxrJly9odN3HiRF555ZUOSf6xHO8hsXvvvZdoNMojjzxCJBJhz5497Nmzp90xcXFxPP3009x6663H7f/omSaqqqo61LIe4XQ6+d73vsfDDz8ss1MIIc5KRUVFzJ49m4qKinbtmZmZrFq1ijFjxvRQZOJs1hUj8jKiL06GjOj3crqu8/rrr/PMM8+wa9cu6urqSE9PZ+TIkdxyyy3ccMMNWCzHHj0IhULcdNNNrFq1ivnz5/PCCy8c91iAwsJCnn76adasWUNFRQUWi4UBAwawcOFCvv71r3dqdpx3332XxYsXs2XLFkpLS/F6vZjNZlJTUxkzZgyXXXYZt912G8nJyaf8bwIyoi+E6D5bt25l3rx5Hdb4yM/PZ82aNQwcOLCHIhNnqyP3pNkrvtElI/qrF/xV7m+iUyTRF32SJPpCiO6wbt06Fi5ciMfjadc+evRo3n33XbKzs3soMnE2O3JPumzFNzA5rafVV9QXYo0k+qKTpC5CCCGE6IRly5Yxb968Dkn+eeedx7p16yTJF0KcdaRGXwghhPgC//nPf7jttts6rEZ+6aWXsmTJElnBW3SK1OiLM01G9IUQQogTeOqpp7jllls6JPlXX301y5cvlyRfdJpMrynONEn0hRBCiGPQdZ3HH388tm7J0b761a/y6quvYrWeXr21EEJ0JyndEUIIIT5H13UeeOABfvvb33bYd//99/OrX/1Kpv8VJ01Kd8SZJom+EEIIcZRoNMpdd93FM88802Hf448/zve+973jrjsixIlIoi/ONEn0hRBCiP86sr7IG2+80WHfn/70J/7nf/6nB6ISQohTI4m+EEIIAXi9XhYtWsR7773Xrt1oNPLcc89x880391Bkoq/QdQX9NEfkT/d8cW6RRF8IIcQ5r6mpiQULFrBp06Z27TabjVdffZWFCxf2UGSiL9FQ0DjN0p3TPF+cWyTRF0IIcU6rqqpizpw57Nmzp117fHw8S5cu5aKLLuqhyIQQ4vRIoi+EEOKcdejQIWbPns3hw4fbtaemprJy5UomTZrUQ5GJvkgexhVnmiT6QgghzkkFBQXMnj2bmpqadu39+vVj9erVDB8+vIciE32V1OiLM00SfSGEEOecjRs3smDBApqbm9u1DxkyhNWrVzNgwIAeikz0ZTKiL840We1DCCHEOWXNmjVcdtllHZL88ePH8+GHH0qSL4ToM2REXwghxDnjjTfe4MYbbyQcDrdrv/DCC1m6dCmJiYk9E5g4J0jpjjjTJNEXQghxTvjXv/7F17/+dTRNa9c+f/58XnvtNRwORw9FJs4VeheU7kiiL06GlO4IIYTo837zm99wxx13dEjyb7jhBpYsWSJJvhCiT5JEXwghRJ+l6zo/+MEPeOCBBzrsu/vuu/nPf/6DxWLpgcjEuUgHdP00Xz39TYheRUp3hBBC9EmapvG///u/PPXUUx32PfLIIzzxxBMoipRBiDNHQ0GRlXHFGSSJvhBCiD4nEonw1a9+lRdffLHDvl/84hc8+OCDPRCVEEKcWZLoCyGE6FMCgQDXX389y5cvb9euKAp//etf+frXv95DkYlzncy6I840SfSFEEL0Ga2trVx55ZWsX7++XbvZbOY///kP119/fQ9FJkTbYleKLJglziBJ9IUQQvQJ9fX1zJs3j23btrVrdzgcvPHGG8ydO7eHIhNCiJ4hib4QQoher7y8nNmzZ7Nv37527YmJiSxfvpzzzz+/hyIT4jNHZs453T7E2S0QCGC323s6DECm1xRCCNHL7d+/nwsuuKBDkp+RkcG6deskyRdnjSM1+qf7Eme3zMxM7rzzTjZs2NDToUiiL4QQovfavn07F154IeXl5e3aBwwYwIYNGxg7dmwPRSZER5Lonxs8Hg/PPPMMF110EUOGDOGJJ57o8DfqTJHSHSGEED1O0zSKi4s5dOgQPp+P+Ph4DAYDB4oO4vcHSM9IpX9ef8rLyyksKCQajaIrOn/5y1/weDzt+hoxYgSrV68mJyenh74bIcS5zOl04vP5ACguLuaHP/whP/rRj7j44ou5/fbbufrqq7HZbGckFkn0hRBCnHGtra0UFBSwZ3chBw8cZPv2HTTWNaJFwGqy4ff7MNmMXDBlJqOHjmHb2j389qM/EYmEGZAymAZ3HZ8e/BBN19r1O2XKFFasWEFqamoPfWdCHJ/MunNuqK+vZ9myZbz00kusWLGCUCiEruu8//77vP/++8THx3PDDTfw1a9+lenTp3drLIquy2Mdou9xu924XC5aW1tJSEjo6XCEEEcpKyvjjVeXUHmwmprSeg7vL6WxqQldUXHFJaJpOpqqY7Pa0ONCXDlvEZvWb6al1ovRroBdZe3Odzok+RdffDFvvfUW8fHxPfSdCXFsR+5JQ//zMEaH9bT6Uv0h9t/8c7m/9RJut5s333yTl156iffeew9VVQFiq3IPGTKEr33ta9x6661kZ2d3+fUl0Rd9kiT6QpydAoEA//jLP3FXBgi5VUqLymmsaoGQEc2k0hKtx645CeAjKzWHiuYSWo0NaJqV5IQ0qmoPUV5/oEO/o0aNYsuWLdhsNpqamvD5fNjtdhnZF2cFSfQFQENDA4sXL+all17io48+4kgKrigKBoOBSy+9lNtvv51FixZhsVi65JpSuiOEEOKMKSoqoraskaHZI/lg9zpavE2UNhwCAzitCXiDbny6D6c9jv01uwnbodkFjmQXB6qKaTpGkp+XPoQRg0aydu1aPtzwEdUNjThdLlJTUxjcL4eZF15I//79251TXl7O7oICKmtrsZjNDBs0iFGjRnX4NKC6upra2loAcnJySEtL675/HNHntU2vebor43ZRMOKMS01N5Z577uGee+6hoqKCl19+mZdeeont27ejqiqrV69m9erVuFwuvvzlL/PVr36VqVOnntY1ZURf9Ekyoi9E99E0jbKyMg4dOkQgECQx0cXw4cNPOHru8XjYv38/q1ev5uCOMsyY2VRYQKMawG/QUaMRQo21hDzN6IoBk8mKYlaIG5kPKU78BQcJHOo4a0VGYjYuRzJeu5/4/CwiDitOm5Nkq5MBGf1JS88i2aiz4JKLCQQCBAIB6urq2FtegQcw2OxEohF0j4d0m5X5l17K8OHDiUajvLFkCUVl5fiiUZob6ol6/fTPzuSqyy9n4sSJOByObvxXFn3JkXvS4Ocfweg4vYcwVX+Qg7f+TO5vfcj+/ft58cUXefXVVykqKgI+K+0ZNmwYt99+O7fccguZmZkn3bck+qJPkkRfiO4RDAZZunw5Ow8cImK2YrLZCHs8JJgMXHr+tGPOWf/pp5+yZsNH1LR6qKit43DhQXxeD55IFOuAIRjtLloO7yHUWocaDoOmYgx7iE8AUpJoKmslXF3foV+Ty4XBaENxKFjyMjGnujA7nJjNFsyajt0bYkLeKNyNjdSWlmJLTMQfDNBUX48tIYHkrH74/EE8oSCBUIhocxNxPj/jR42iNeCh2WjG4ownEPARl55GfHo63sZGXJEwM8aNZdyIEbS6PQRDIdJTUxk1aiS5ubln4H9B9DaS6IvO2LdvH3/72994+umnCYfD6LoeS/iNRiOXX3459913HxdddFGn+5REX/RJkugL0T2WLl3G+oJCBk+YTOJ/R/A1TaOy+BAtJYdYePFFRKNR3G43cXFxtLa28vLS5dSrOmGzjZbGRipKStAiYULeVgwWO2owQMTnwRSfgOZrZXBWhPxcA3Gpdj5a30T5AU+HOBKmjEcLRQnVN2MfloN92CAMZhN6OIyiRkFV0d1egjsPQNSAIyubzLx8GqoqaaytRo1EMdhsmO1OAKzmOEwWJ96iXYSa6lGSXDiS09B1DVt+HvacHJwJTpISEgjW1EBjPY5IlKkXX4rN4aRifxH+xgZGDRrIxRfPYtSoUSQmJp65/xhxVjtyTxrURYn+IUn0+4x9+/axePFiFi9eTEFBAUCsdt9qtWKz2WhtbQU+G+W/7LLL+Otf/0peXt4X9i81+kIIITqIRqPs27ePHTt2UFZWhsFoJDklma27Chg0bUYsyQcwGAxk5+Xz4bvvsPztN/EpGk2eFvytXsJNbjRNw2CyYLDZMSQ40aIhlKiGDug+L3okiG4AtbmK4XlGJk1NwKxHeHdFDRVloXZxKQqMmZFF1Ozh0H4/mI2Y05JBjaKGAmAwgKKghUNEtQjhBDtK1Io74Kdl56foiooxKR4TRlRPkKgawZKQRCQUQW2sJupyYHDlYsvKQdNUol4PesAHoSCRgImQMUAoHEFXdRIiKn6Ph+bmZpoiKsH4ZN4vLqO45W2GfrqZK2ZfxujRo8/w/5w4m3XFgleyYFbvV1RUFEvu9+zZA3yW3ANMmzaN2267jRtuuAGbzcYrr7zC3/72Nz755BMA1qxZw8SJE1m6dCkXXHDBCa8lib4QndDQ0EBDQwMGg4GcnBycTmdPhyTEafN4PJSWllJTU0NTUxNOpxOz2UxycjJvr1jBx7t2U9ZQT9RmwhTvwGYyoniDeO12jGYTKVnZWMxmDAYDb/37GTZsXIea4mhL5hOSUewmbFmJgIIWCBINRoh43ZhtBiwJBvRolLA/SiQYQQ9FiU9zMnSkDUuinWUv1lPzuSTfZITL5iUxaHIinjofxkYP+9wpGBwOIq1utFAIg8WMKSkRY4ILg9lCxNKEYnViTnJgSs9HMRtRTEbMKWmEyqsIHqxAByJ+NzoatiED0cMRzKnp6OEQ1sGDidTWEm5sxJKWgWKzY3YlgdGE5vfx7ttLyBo+kpzho0lxufAFAsTZLETjnLy5chWJiYn069evJ/57hRBnkb1798aS+8LCwlj7kQR/wIAB3HrrrXzlK19h8ODB7c697bbbuO222ygoKOCJJ57glVdeoaWlhYULF7Jjx44Okw0cTRJ9IU7A7Xaz6r33KCw7hCcSxIBCss3JlFHjmDljBiaT/AqJ3icajbJ8xQqWvruSrbt30tjcggZYwuCyJ9LibUbLTMWRkkT8+JGkjxtNRI1SvmMnLQ0HaN22iY/WrqX/oOGYTUYOb99MWWUp9rEDsfTLAIsZrb4Z57iBWPOyiTa0EGn14dtSRLwtgj3RjDXBjL/eT9gYxeCyEA4oWEIeyg9GWbO0Dm9LuF3MdrvC7bel4IsYqCxqIqIYScqwYSurxrOzAGt6Ega7Hc0bwF/XgCU7FcViIdLQghqsx5Q+inBNPVowACYDtmgYU0YixsZGItUt6IqOJS0doyMeY5IdxWZBRcdgMmHN6Ue4shw1FCJkNKKEQ1htdgKtrbR6vBhr6ohYi0GNYkQnkJjElOuvZ8+mJrZv3yGJvviM/t/X6fYheoXCwsJYcr93795Y+5HkPj4+nmuvvZbbbrutU3X3o0eP5qWXXmLevHl87Wtfo7W1lZ/85Cf8/e9/P+45kqUIcRx+v59X33yd/d4GcicOZ0h2JlpUpfpwKSu3f4LP5+OKyy+P1cwJ0Rvous4f/vhHXly9nKrGOgJo6BaNiMePoik0+kJE3T7i+/fH09yEVY9SVbgHX1Ut4VAIQ4INn92KFglRsXY5UbcHg9WCKcWF0RWHFgoRrWvCGGfDlJGE5vOhq1FCh8qxRd0kDnRhcpio31mHMRQi0WVEjWiku4CQzr5drXh97TMZi0XhwukOig+HGDjYwZABBqIYKCkzUl1hodJqxDl+MJhNqD4/xtpmom4fijGIqkVBixAuLcGYFI9iMaH6fPh2FmEbOABDggO9ohYtBJoaxWC2YM3OIdrcCM541FAAa0YW4epq1IAf0NC9XgwJibRUVWFKy4TERLKmTEcLh6k9UET54WJqK8pJzcqhqLiYK456oE6c47qgdAcp3TnrPfrooyxevDg2gw58ltwbDAYuu+wybrvtNq6++mrsdvtJ93/bbbfx0ksvsWrVKlasWHHCYyXRF+I4CgoK2N9Uw+i5M7Ha2x6eMlgM5A4bjD0uji2b9zCxagI5OTk9HKkQnff+++/z8prl1GtBwqlxGBQFXVcxJdiJNnkIekMQb6KpYDO6xYjXaASzAUuaC1tuOrqmoUc19AiYMhIw56SgGMBgNaOHQkSbWghXNWIfP4hobSN6IIQaCBOursfpMhFuDaHUNjMoMczokTZUDZJdCuWlYVa9F+mQ5Ce6DNx6fRw1tSqaphFyB/HHWfEHVFKTTQzob6F2TzW+tZswZqZiTE/GnJFIuLaJcJ0Hwir2/Ezipo3E1j8dTGa8m/cS3F9OuLQUc04GxgQbqruBcGWE+OFjMDnj0fx+VJ8bzecn0tKMHo2gej1EvR7wB/DvLyLqbcXoSqG1poa6qioycnKIy87FEAxQvK+IQcNHoGp6u5kzeoqmaXi9XgwGA3FxcT0ay7msbR790+9DnN0ee+wxFEVpV3c/atQobr31Vm655ZYuWQF3woQJrFq1ioaGhhMeJ4m+OOdomkZzczO6rpOYmHjc8psdhQXE5WbEkvyjpeZkUrZ7L/v37z+nE/2qqioOHTpEKBQiISGB4cOHyywQZ7FoNMpb7yynNuDFp4WI6DqKw4piMWNIsqK3ekCJYHTYUVxJGOJsENWItnjRNQ3b0Byija0YHXawWQjuOYwpLQk9HMKgRrEk2tHCFhSvh0hZLWpDK9H6Jux6hMSwj2iDQlymnbxsA1MnJjF4sJW9m1uxmlTeeddDINg+g8nNNvGD+xMpOhBh2mQbF0yxU10XRdd1Vn4QoL5YY2CmmawkqGlpxht046mopdpvI+qOoFdX43CYMSU6MCXHE/UGCJeVofqCuGZPItriRW0NoIWdmKJh1CYvvkO7CddXY7DFARrR1hbC9XVEG+oxpaaj+TwY7AaMKU5cYycR8XrQWv1U7t4KahSbxcKAESNpKDuM5eB+pg/Kx2AwoOs60WgUk8mEoiioqkogEMBsNmO1nt5KqccTDAbZtWsX7yxfyb7C/ahRlYzMdCZOnci06ecxfPjwbrmuEKJtBD8tLY0vf/nL3HbbbUycOLFL+6+srAQgJSXlhMdJoi/OGbqus2PHDjbv2EFlUyMAqXHxTBk3jsmTJ3dI+D1+H46sjOP2Z3Ta8fn93Rrz2SocDvPOypVsO1REwKJgtFuJuv0kbdzAnPNnMnny5J4O8ZwTjUZpamoCIDk5+ZhvYEtLS9myczvNh4rBZiRqt2PU4jGYwwRrm1GiUaxGnSSDF8VopLUlRMhgBrORSHUT3uUbUJITMbgSMDgsmHNSCJfX4RrVD8egDDSvHzUQQXP7UfeXkNASZFB/IwOyjSgGM2VVKpGonwQM5CWbaTjkxtMS4Y8vtRIKtU/yhw028/yfMlj5vp8B/c1Mm2Rj7Egr4YjOyvf9DMw1MWG0EVUxkZ5hprRap6ZRZ+e+AEaPG0OCQr85iVjjrdTU1VK7tAx7ViIOk0bEEUdzQy0hv4HgoQqs/TKwDx5BtNlLtN5DsOUw4eomFKVtCfpIYxMGxQSqhjktHsfwwWC1olhtKGoYU3o63tIK9q9ezsiJk4noWTTU1pBpNTF82FDWrl3L2rXr8Hh8xMU5SU9PwR9VCWsaZoOBUUMGM2Xy5FNaDOd4PB4Pi195jTVL1+KtDhJvdWE1GShvqKW2bDWH9h7mimvnc95553XZNcUXk1l3zg3XXHMNX/nKV1iwYEG3Pct33333cccdd3zh4Jok+uKcsXbtWlZt2Yw1K4OMyRNRFIWGqireWL+O2ro6Fl5xBQaDIXZ8cryL0pbWY/al6zpRj5+EvPgzFf5Z5b3332fDoT3kTR1LanZbcqJGo5QVHWTph+8RFxcno4VdqKWlhYKCAgqK9hGKhMnJyGDs6NEMGTIETdPYvHkzm3fspMHtBiA90cXUCROYNGlS7Ge6rq6OV15+Bn/9biYPiWK2GvB6/NQ0NlDebCLqCzJsoIlhA80kJBpRVQ1fMMTOAjcmo0LeRDvxLhNhQ5SSkhqKdwaIKiZsSQ50n5/WLQdRahqwhvxkRloxOoK44g3k5RjISDORmKAQ8EZQFHA6YECazqZPAvz7FQ9Rtf33O2SgmReeykAxgKrCiCFmolEdj0+joCjM3v0hRg23Egqr1DdHKCqOoJhNxKc4aK5sYWB/C8MmJeM3OPCZnCjWJi4YZ8CgB/HFJWMZnkddcQubVpRTbYnDMW4gelQFowEtGMaUlogxwUG4qgFzZiqGBBOhshqi3lbixg9te8jX50H3eTGazUQaa9GsOmFjkJLmSg6W7UMrq2BkcgJ/+MMfKSqrwpaaiqpGKT+4n5A/wIARw5l7zbWYnU7W7z9Iwf79XLdwIUOGDGn3b6FpGsXFxRQU7qGkvJyWpiYS4hPol5NDdlYWgwcPJiMjo0Np0JrV77H1g53YAy4GDxyD095WruMP+TlYt5eWGjdr3/2AQYMGnXBFY9HFdOX0a+wl0T/rvfbaa91+jc5+QiCJvjgnVFVVsW77NtJHjyRzwIBYuyslhebMTDZ+uoXhw4YxbNiw2L5xo0ZTtO5d/G4vjoT2Na3Vh8uIi3BOJrMtLS1s3beHnHHDY0k+gNFkIn/0cApaPWzcuoVhw4b1eF1yX1BVVcUrS5ZQ7faRkJWFJc7F9soaduw/yIUTxhEOh/mooJCE7H70GzIcdJ3aigpeW/0+jU1NzJ0zh2g0yhuvv8jBfWsYNjCKI86AxQTRVAP9UlWse/2oyUamT3OQmGhEjeiYHWZagkamWhUyMyxYE22ogQjhkEqCzYjRrxKNqiRkmQgf3ku8MURWuhG/T8XTHKbZrzNsoIncHBNRVae0NMKh0ghD8y1kZ5rYvD3Isy950D5XbzxssJlvfc2F2axQWh4hENKwmBX8AZ29+8Js+DTAhLE2LrvIQXqqicVve/jgkwBVNVFS0324nDqKqlJb3IolQ6GhMcS40RbGTEilYU81+yu9mMwKWflxjB6o4y5RwWBAMSsY4+woBlB0FdvgbLSAH8VswDasH6ZEB4E9JfgOHMBUE48WDaOYTNgy0iDZicniJFRZg7u0FF1TiUYDPPvW65jsDpIzs7DVhghaNIL9XRjMqRyqr2DxK88zbeI0rA4bqwp28OnOrVw773ImT5jI8OHDiUajrHjnHTbuK6TC10Kt14vX68Nb3YDW5MWMgjkSIS+vP6PGjGLOJRczZswYQqEQe3cVYdZsYCCW5AM4rA7S47Lw+ppornFTVFTEhRdeeIZ/qs+Ms+HZCHFuMhqNKIrCD3/4Q374wx+e1LmapjF69Gj27dvH17/+df7yl7+cVix9ItE3GAwYDAai0WhPhyLOUnv37sVvMjLsqCT/iKS0NCpcCezaU9Au0R89ejSF+4rY+cEnZAwfSFpOFtFolOrDZXiLK5kzYRrp6eln8ts4K5SWluJWQwzqf+xnE7IG9qdscyEtLS0kJSWd4ej6lmg0ylvLV1AfhfEXX4rxyEfAQ4ZSV1XJktXvoes64y6dQ0rGZ2VmCUnJ1Kem8tGOXQwfNgy3283yZf/GqJTichmwmSHOqRCJgKYacMVBWpqBzFw7RouRYEuIaDBCTWEL0ybYyEzXaA6FUeKMVBV7CTaozLnYSUtTmLqWCBMmmRg9MJ7yqgiRkIIBE2UVUSaOs3D1gjgamzQ2bg2i6VBXr7JhU4A164Mdvt9J46zcc1sC5VVRolGN5haVuoYoOwqCuOKNfLwlSJxDYeoEK4kJBt5e6eFwaYQpY80UORUOFgcJBDXqag0k1oYwV2nYrAbMw5Npbo5iT7KjFLdQtr2KQL2PYFMAR1DD19CCbUAW0RYvqBqmfi4sWamEK2oxJsZjTkkkGFExp7swpTiIHzkILRom7PYQdnswGxKw5Gah7DlIoKUZo9mEdUA2YTWKYrfS0NCCHm7C4krBPjQfi8OJsTmF5rI63vlgOfljRjPwsmk0lpWxqb6Efe+UM7ehgcbGRt78eD32vGy8ip2MgYOweX0YM5uo21GA6okStZkpaQjgLarkUOWrDOm3juFDBtFc34pRM2O2mTv8OyfFJdPQWI0eVWhsbOy2n9+mpiaKiorwer3YbDaGDBlCVlZWt10PQFVV9uzZw87tO6mprMVqszJq3EjGjx//hbXMZ4I8jHtu0E/jP8lgMDB//nyKiop49913TzuWPpHow+n9o4q+r7GlBZvLddz9ccnJ1Dc1t2uzWCxcu+hq0jdsYPu+PezfU4xBUciIS2TuzNlMmjSpu8M+K6mqimI0YjAaj7nfbLGgaTqqqh5zv+i8gwcPUlrfwPALL/osyf+v9OwcNvgDBHW4JKPjsyRpWdlUHNjP7t27eebZZ6ltKiY9BWxWI/1zTQT9UXwa2Ew6VqtCZqqBQFMQR4ode7IVd1MYV5zCyGFm0HQaigNkpJuojKiMHahw3iQDr74ZJj9JYXSemUSXQn09OC0GkpOMTBpnY2dBkKZmjSSXgdQkA8MHm1j7kZ+iAx0HZcaOMDNqqJltu0I0NEfZtitIVqYJt1vj3bUBEhONbQ+3JRtZttqHzapgMcPIYSbWfxIiFNYYPdyKrkN5VZRDJWGC+xsZmG+naq9OQ0krLV6N6vIAuUMqGdrfipJsxLYvxO69u2mubsTosGKId6AoCuHqRtDB4LSDATRfAMfwXBSrhWjIg2Kz4BzWn2goTOBAFX6PB8VqxjZ+COHiSgwDs4jrl4kWDBLYsoe4kSMhEkYPBtFd8aiKjuayYE8fQKO7lYFxTohzkDViMATC/PZff6Oloh7DoP74C/ejxsWRoFiIhnVsThfWAbnoZfXk9h+Nv6qEiGal4HANW7btwuB+BafRzoDEwWTEdZzDX9M0FEUhqkaw2TpONnC6dF3n448/Zv3qDfiaA1gUKxEtzLqEDUycPp65c+d0S91yNBpl+bLlbPlwOw7iSHIlE24Ks3bJh+zatpvrb7yu59c0kHn0RSd4vV4AampqTruvLv9NC4fDNDU1delDRUKcLofNRri2+rj7g34/cQ5Hh3a73c6c2bO58IILaGxsxGAwkJGR0embVGNjY2xWmvj4eIYOHYrjGNc5U+rr6yktLUXTNFJTU8nLy2v3XEJnpKamYtHA3dRCQnJih/2N1bW47E5cJ3hjJTqnrq4OxebAfpyVmI1WK9FwNDaby+c5XIksXb6Ctds/JTdZJxqFwYOsNDaE8Xs17HaFtBQjLW4TToeCNRoiHDBhM1sxGiAx2Uy8y0R9dQinHfSoStgfITPfSk1ViEhYY9ggG1azTtAbIcGpE4ko2K2QnmpA0+CTzQGSk00EQxpvLD92kj8k30xjS4QPPomQlGjG59UYOdyKpkJCgpHJ482kJhtpblHx+DVqa1W27gxhUHRQFMaOtDJ3Vjx5/c3YrAqr1/l5530/SYkGMlINOONVHHEGAs1BzLpKritEfpYNTbMR0aPY/Sa2HWqgKXEA9rxMDDYLvm0HidQ145g4jNChCgxWA5Z+KURqmsHmxJjgJNLqxmCzYIyz4t9Thn34YDSi6JpG6HAlaksraiCMomuYM5JRdI1waQ3GuHjCtfUoDgukJNK6q4TCHYXoQS9bw1EsZhNVbg+EVCYMGcOBmjIM8UnUVddjd7owGKPEZWbhqWlGUaCuuQnVX4c1LpmUrJH4tIN4m1soOLyHljg36SkZmE2fjew3eOow2Yw4Em0MGjSo635g/2vnzp2semsNGc4cRo/sH/sbU9tQwyerN2G327jkkku65bqb121jePYoklzJsfY8LZ+d+7az7K1l3PmNO2WhQ3FWq66uZsmSJQCnNMf+53X5T/u7777LokWLGDx4MLt27eq2acOEOBlDhwxhQ8FuvK2txH0uAQ0FAgRqaxl16ezjnu9wOE4qQVdVlffef5+Ne3biQcVgs6D7g6R/9CFzZlzE2LFjT/l7ORXBYJCVq95l56EDeJUoismEKRQlPyWDK+bOO6mP03Nzc8lPyWT/tt2MuWg6JvNnf0a8rW6aDpWzcNIFmM0dSwbEyTEYDGja8T8ZMZmMRD0+FI5dh+xubmH9Jx8TsRhpdMOQHGhujlBcHCI7y0iSy4jVAmnJBpqaVUYOM9EYjaLrFuxahBA6pZVRoj4dk0EnGNRpbNZpdWvYrAoOu0JGmpGEeANNLSrhcNunA0ajgVAIIqpOXYNGUqLO0/9ys+6TY5TrjLXgsCu4PWa8PpW6epXzp9iYf4mTXXvDpKcYGTXMgsNuIDvTRHFZhNxsM8nJRt79wE9OpoFF850MyjvSj0o0CrdcG48/oBEI6SQnGjlYEmHEEBPDBlk4VKHicvkIRaG5ViUp1UqeI0LN/nJMcQ7QdTR/CFNiHKGSalRvAEtmMorBAIqC5vETjaqYMlOJ1jSgtXrAoKDYzKil1dgHZWLOSMKUnkzwUBWREh/RhibMuVlgVNACQXRNRbGY0MwmNCDk9ZGRmISuOCg+dJiE5GS8jf62Og0FLBYrFrOdcDAMZoX4uLa/Yz6/F6/PT0ZcDgkpObgS4jAFvCSlDaK05BCljSWkHNzDsPxh2Kx2Gj0NVLvLSchwMmLCMPLz87vkZ/UIVVXZ9PEmnLgYkJ3Xbl9GaiaBUIBtG7dz3nnn4fzvG1hN0/B4PCiKQnx8/CnV1WuaxrbN20kwJ7VL8gGMBiPD80awq3g7hw4daleieabJrDt9y7Zt21i2bNlx93/wwQed7isSiVBaWsqKFStoampCURSmTJly2jF2eaK/bt06dF1n2rRpx03yy8rKuPfee1m/fj1+v58RI0bwjW98g2984xtdHY4QAAwaNIixeXls/Xgj/ceOJiUrC4PBQFNtLaW7CxialsHIkSO77Hrr1q9nze4tZI4bwaD+/dqeIQlHOLyniDfeexe73d5hdo3uous6S1csZ1PpAfpPHM2QnCwURcHb6ubQtl288tabfPXLN5GYmNip/hRF4fK58/C+9QY73v2AlLx+WB12WhuaCFTVMyFnIFOnTu3eb+oc0a9fP8zRj3E3N5GQlNxhv9lgxKlFCQUDOD63CJLP46Zs7x5awyEMLget1a14PRG2bfeT19/E0IEWWj0qtQ0amgYNjSpFB8OkZhjApWNQwGLUeW+Vm+HDzCTFG9B1jdqGKK1uE4k5JkJhqKiK4oo34ooz0Nik4vXp2O0a6Ab8fp0hI0386ukW3t8QaBefosDkcRbsNgOXX+bAZjNQXhlhy84Qwwdb6JdlpLbeyHkTbaSlGPEFNLIzTZjNCukpRnKyjHywIcDQgRYG9DOjRnV8fp2mFh2TWWHWBXb27AtTsDfE0EEWAkENi8VAZpaFJm8Yq0mhuiZMYpKFZFeA+JwolUVN1K2owo0d+8g8TOmJRKobMcTbQdXRQlGsA3MxOCxEqhpQG9wYnA7QmjC64olU12EZkI45NQljvBNDggP7yDw0txfN42tbpwBQQwH0iIrRYkIPhNE08PpaSY9zYrE4iXOk4a48jEM34mtuxm62EPT7MBmNRKMqqhrF39iIUQWP1wPhKMnJ/Qjraqw0JCs9hzhnIps+Xcm++p14tCZC4SCaJUrOoEzmXXkZVyy8AuNxSvDgqBl/9uyhqaWVeKeTEcPbJi043hv5+vp6aisaGJx57IkKcjL68em+jykvL2fo0KFs376dLdt3UtfYjKIo5GalM2XSxJP+exwIBGioaSQzOfeY+x12J4aokYaGhh5N9AEpvelDHA4Hjz766DHfnOq6zrp161i3bt0p9a0oCg899NDphtj1if6mTZtQFIVrr732mPtbW1s5//zzqa6ujtXV79ixg29+85usWLGCN95444R/eIQ4FUajkUULr8S2ahUFBYWU79gFgNNgZEJuPxbMndclH5FB2/zVG3fvIG3kELLy+sfaTRYzQyaMYbd3I59s/vSMJfrl5eXsLDnIoPMnkpj22TR6ca4ERs+Yxo53P2Dnzp1cdNFFne4zIyODr3zpRnbu3MmOoj0EwnX0S0hkwsw5jBkzBovF0h3fyjmnf//+DO/fj13btjHivPMAhd2fbqSoYDt1tRUYg1GGDhjItrXvM2zyZFIzs9B1nYaaasr27MEUCqAoRqIBP1qck5KqRjKSdJx2M7v2hHAlGIhzGrCYFFrcGjsKQpj3R3Fla5iNYEKnpCRKY3OUvH4mwhGN5maVPUVtpTzpqQYOl0VjCbjbo6Fr4LDBhk+jeLwaP/9TM5u3h9p9X0Yj3HObi6QkA2oEFi2Iw+3RqMo1YbMrDMk3c6A4ij+gkZFuIjPdSHWNiq6DzaagGGD0cBtGo0KSy4DZpBDVdMIRMChtr8QEA06HAijYbQqpKWYCfg01CsFAlDqflfx8O3aXFVuKE2/ES5wjwMgRBkxWFY+1gYomAyW1PjRjJr7SGmxD+2Eblo9iMoLRRKS8DsVmJdLkJuKJYBuYhTEhDtXrw5yRAigY4xwY7FYizR4wGSGiEW1uRQtHCQdDqC21mDQTjoQkmn1+1GgVTms89bUtDE/sh6+iGkdOOh6fB5PNjqZF0ANhmisOk2HPoKaqErvZQURRCAS8BNz1BOprCCQPIDu9H6npOfjDlbgGOXA4k5k8ZRKXX375Fy70F41GWbHiHT7dXYhujSMu3kVpcyPb9y5n5KBdXLNo0TE/5VRVFU3VMB+nPMZkNKHoCpFIhBUr3uGj7QU4UzJJHzoWTdM4XFnOwTeXMb+lhfPPP7/TvytGoxGDUSEajRz3GA1N8gvRpYYPH86wYcPYt2/fMfef6vOjaWlp/OEPf+DSSy89nfCAbkj0q6vb6qCPN13XH/7wB6qqqoC2RV1Gjx5NcXExFRUVLFu2jEceeYRf/OIXXR2WEDgcDq5ZtIiZDQ1UVlai6zoZGRldPgtEaWkpzZEg4/L7H3N/9uB8Srbsobm5+YzMSlNcXEzIZmqX5B9hNJlIGpDDzqLCk0r0ARITE7nooou46KKLUFVVbqDdwGAwcOUVVxB9+222rlzB5u2fErD7iBuQQHJeMqagTnV1LY07mrBEQ5Q52kb14yxmpg8fTKEe5YONm1HdXuxDs6mvUUmONFNXr3LxBQ7On2IjM92EN6Cxe0+YV5e6Wb0+gG9IP5IGJJLkb+WyCwys+89hKqv86IDdZqC2XmV3UYSxI60cPBxm9foA/bKMRMI69U0am7arVNeqFB0I09Ckfe57gke+nURTq0pjk0ogqLF5e5CMdCOJLgMZqSZSk40EQlHcXh2fX0PBiMtloL5BxefXSE40Eg5raLpOXaNGVNU5MqCWEG9A16GhSaOxWcNkAofDQFq6mYI9AaKKSiBqJD3OTP4QC57WCP6gRslBLwMH2bj8umxamyIcbLCQqxpI8tWztayKcEjHWNPcNs++Kx6Tw07UoBDYdYhIvRdNAz0cRm32gNL2PINiMqIHwpiyUvFv3UuotBZzahL27Fx0d5DgwQp03UDi9PNJzszDW19DfXUNNXX7cLqjjJw0hkDIz96ycjTVS6seoaG5CbwhzCHwpYHi8WCNz6XV04RRUwm3NJJkS6eu0c2hshJa3B5ys/I4b8IcWtyNVJY1smPHTrL++6nm8Xz66ad8tLOQQWMmkZz62exiPq+H3Vs+IW71ahZddVWH85KSkohLclLXVEdeTseyoMaWBuzxNtxuNxt3FpA3aiIp6Z89TJ6WkUX54YO8v2EjgwcP7vTMZjabjYHDB7J3wwGy0zu+iWlorscSb2LAMWZeO/L9nolPIqV0p+/53e9+x44dO9q1PfLIIyiKwqWXXtrpZN1gMBAfH8/w4cO54IKuK3/t8kS/traWuLg4kpM7fswM8Pzzz6MoCuPGjeODDz4gISEBXdd5/PHH+dGPfsTvf/97vvnNb5KXl9fVoQkBtD1M2p0LxEQiETAaOsyScoTFZiWqa23HnQHhcBij7fjPyljtNgLhhpOec7qpqYk9e/ZQUlyKoijkD8pj1KhRnS4BEp2TkJDAl6+7ju07HsbW38DYS6eRkZuJK8GFxWKhrqSara9vgmiAG+Yuwmw2k52dTWpqKrr2JiZdI9Lixem0EzBa8fp1hgw0c9X8OCzmtiqCOIeBqZPsuH0au4pUkidm0H96DuUfVnKwqp6opqBpbSPtLR6NRJeBxAQDm7YGMZshzgn1DZCaYsJq1qmsjrBlZ5hwuP33YrMqjBhqxmiG1GQjWRkmNE2nuq7tTcH5Ux30zzFSVauSGGfEbI5QsDfMgH4mjEZoaFLRVUjPMPHhR34S4g3sPxRm684go4ZZ0YCsdCN2m8KqD3xEVcjJMqEYFFwJRtwelT0HVSK6mcwMM/EpNtwtIfZsbaapKcqcRVmYHVYcEbBV+wmHjAwa6aLG7aciZRDhino8H+3Bmp0GuoavsJhQaS0EwKAaiVY3YU1ORjdC6EA5itUMBkAxYIyPJ1hYhoITX8MhovUtmExxxMUnohXXUtviQ4lGoLoZvUVFMSskJyaTlTaa3Ib+lFSXUlhciLXZhyslGZ/HT6iphmggRGOwhERHEnGKiQxrEnnZo6lrqiMYbCQU8nLeeVcxKL+tXKWhsZaNH+0gKyvzuAvuRCIRNm/fSXJW/3ZJPoAzLp7+Q0dSsL+ImU1NHe71DoeDcZPG8MHbG0hPTsdh/+xB8nAkzMHyA4w+fxhV1TUotoR2Sf4R/fIGsaXsMHv37j2pKYwnT57E/t0H2Hd4L4P7D40NPjS7m9lfUcT4mWOOObBTUFDA2+s+ODMlhzLrTp8zd+5c5s6d267tkUceAdoGvf/v//6vJ8KK6fJE/8i0XcdSXFzMwYMHURSF//u//4st26soCv/v//0/NmzYwJo1a/j3v/990gsMCHG2SEpKwqKBp7mF+KTEDvuba+uJt9i/cNnqruJyuVALvWiqeswpMVvrGhmUlHxSSf6+fftY+voymqvdJNqT0NHZu3kfG3M2cdV1VzJ48OCu/BbOeaWlpdT66xlz2QSGjG9fX5yel0X/yQMp+bgUu93errZ59KiRpCQlUlFTRriuCdXtx+hSGDrYSjiq/3dkUEdDQdN0Bg4wk5NtpsUdRjEoZE7KoLbAQEVrOekWyOtvZvvutjntRw+zAGEWzY/j/Ck2bFYFj0/j021BXlri7ZDkOx0KC+c6qK1XmTjGitmk4AvojB9lIRyBF19388xLrYwbZeVAcZimFo38XBOHSsO8vkwjzmGgxa0yYqiV9z7wcaA4wuB8M7X1UV55y8uU8RGGD7FQUg5VNVE2fNpWvz9kQRy+gMa+/SEKiiIUluikpmrs3e2htSlEwZ4AhQV+Jk5NICXNCgYFg0FBD4bRIhbs2cnkj7RQE4wHDcz9ctB0nWhzK6o/iqKacRoSUDAQDEQwmVwoZiCqofoCRNUQuqYRrWlCN5hQPT4MWLG6MkhM68fwodPxtzbS1FiO7g0wOH04PnuI8rJtlNeU47A5sFqsxNvjGDVyGN9a8HVmzZpFRUUF+/fv56mnnmZPQQk2xUFO1hBSk7MJRUO4vR7CQU/bMw1pnyXTqSkZ1Nals3XrDsaPH3/MUf2GhgaaWr3kTxhzzJ/HtMxsyvbuorq6+piDehdeeCE1VTXs3L6NBEsSrngXvoCPRm89/UdkM3vubF569TUSko89r72iKDgSEmlobDr2L8Rx5Ofns/C6y1m1fDWb9n6MRbGi6ioGB4y7YBSXX76gwzmapvHx5s0Y0tJO6lqnTvnv63T7EKJzujzRT01NpaKigpaWlg4jexs2bAA+Wwzg877zne+wevVqPvjgA0n0Ra/Vv39/8lPSObRzD6NnTGuXXAe8PuoPljB/9ORumb/6WIYPH07Spo8p2bufgaNHtNvX2thEuLaRCZd1vAEeT1NTE0tfX4baBNNGnR9LFDRNo+DAbt5+fSm3f+NrMrLfhaqqqghZI6TmHDsZycjPpGJTMeXl5e0S/czMTLIzM9i9z0yotB5LTjK66kU3GGjx6FgtYFR0NF0nGIRWn058ipWmsEYkEEWNajhTHaRPycFcWEq804DJZMBsUSivVsnMMDNtkg2bta1cZt/BCLd9u476xvblOumpRu7/hos3V3iZMsFGOAwHiyMkJbZNwbn+4wBOp4EJY6wkxBlwJRiorFHZcyCC0QAfbgygaTr9ssx4fG2z6FgtkJluYsp4G8+/5mb5ewHWbwzi82u43ToDB5qw2BTeXuXD59M4XB6lSbUyaUE/muojbNhUR2ZaiIgjHqs1QHaqgtrYiu4L4msKEYwasQzIRA9HMJkNRCvdEI5icLa9GdDqGtCbvDgiTpJTB+PzNhBoqSRUXoM9vx+WtBQMBiNqMIivuBi1ygN1rVijdnLGTsDpSsVkMdHcXIXTmYjVmUikpREFhazMBOLjR6E6gxQ3H0ABMgalM+e8WYwbN67todXcXBISEpg0YRpjhl7Ajl27aXCX0Oqvw+f34W5tICs9g0TXeIKh9g9CZ6RnU1FTiMfjOeY0uEfe9J9qfbHdbudLX/4Su0ftZvvWHbQ0NuLIdLBg0hzGjh1LfHw8druNZl/guH2Eg0Gs1pN/1mfs2LHk5+dTVFREc3MzZrOZgQMH0r9//2MOZtTX11PR2ED2lMknfa3eaunSpbz++ut8/PHH1NXVEQgESElJYfLkyVx77bXceOONnX7OKhgM8uqrr/LCCy9QVFREXV0dqampjBgxgptvvpmbbrrppJ7Z2rNnD//4xz9Ys2YN5eXlaJpGbm4us2fP5q677jqph7S7OraT8aMf/QjgpEtiu0OXJ/rjxo2joqKC9evXc+WVV7bb9/7778eOOdZo5rRp04C2VUyF6K0MBgMLZs/lpbfeYMeqdaQN6o/N6cTd2ERLSSWj0/oxffr0MxaPy+Vi3oUX8da699jd3Epmfn9MZjMNVTV4y6qYOnA4o0aN6nR/BQUFNFe72yX50PZ9jxoymk17PqawsPCkHqQTJ6YoCrqmHzfx0tS2h2CP/v/QdZ2ly1eQmjcU+/a9BEP1GOLs1B3SOHg4Qv8BVhyWtrHBUEDF49OpqNdoDijYU+xEQypqRCUSiJI8yEVTkRG3VyPOqdDaqmIxQrzTgNVqQFXho80Brr29BrenfZKfmW7klz9MobougterMXyQBZsNQhENt0dn+WofZpPCNQucbNoSYltBiAG5Zs6fakdBZ3dRhOKSCHv3h0hKbJvZp7Q8gtenkZpqorg0wqRxdqZOj0cxGPjoQzeLl3k4VA61DUG8Xo1mt44jzcn5V+RgNBuxJBhp0h0kGnX6pRqp8CRQ3wS5uQrhEDSHHJCaBCGVSLOPisM+1FoNg91G6HAlkdpGwodrsHhMpOSMxGg2kZKWT6iyAa2iBTVixG+vQzdA1O1Fa/FjNzjIyR2DTbHi0CNYFZ2UpCw8vibqy/fSWLqfdLOFQZOmMnTQSA5XFPKlG68gJycHRVFISkrqMPpuNBoxGBTy+g9myKCRHC49QFV1FS0tZgKeBCaNncH+w1sxfu48TdNA4bg1+ikpKaS44qirqiA+oeMbgbrqShIcFrKzs4/7M2u1Wpk8eTKTJ09G07QO1xo1fBhF735AJBzG/Llky+txowc9DD3FCQvi4+M7PS1hNBpF1TXMZ2oq8B4s3SkuLubmm29m48aNHfZVV1ezdOlSli5dypNPPsnixYu/8L5QWFjIDTfcQEFBQbv2yspKKisrWbNmDU899RSLFy/+wnJsTdN4/PHHeeyxxzostlhYWEhhYSFPP/00P//5z/nOd77zhd9rV8Z2Ko4k+meDLk/0L7/8cpYtW8Yvf/nLdol+OBxm+fLlKIpy3IUyXC4XcXFxtLS0dHVYQpxR2dnZ3Hb9l9mydSu7DuzDrUZxORxcPHUGEydO7LIZfjpr4sSJxMfH8+nWLRTv2Ieu66TEJTD3gkuYNGnSSS0gU1JcQpKjY9IBbfNVJ1hdlB4ulUS/C/Xv3584zUFNcRXJ6R3LHaoPVBJncLSbE33fvn28tXI1YWcacf0GE670QGMrXns8G7eGyM61kZlmBF0j7FPxBHS27QhxuNLAiKuchL1h1LCGTtuDrn6bk2q3itkapbpGxWwCm81AbV2UbbtD3PLNWgLB9hlIcpKBr9/SNp99dY1KZoaJMaOsTB5rJSXJyKoP/BwuizL7Ijsen87mXUGyM03k9TPjcChEIjoJcQr9/1ujv31PmPp6FRSdyePtJCeZuHSmlSH5ZoKqAcVhZe/+MAPyIpgcFhxmMLkgmGim1m1k/VYVk0kjbHFA3jAKa2txt7bicDnY8mktgZYAjjgTQZsLn+LG2xKhvsJL6Z4AkdYm7AlJ6CWtmANhFG8Ug9WEr7UER1wyiSmppCem0BoJY/GbMGgWIpEAprCBFFcWZpeO2acybsQUktOdfLJjM1XV1cQ540kP6bjik7ny8msZMWwslVWlxLts5OXlnXDhubi4OPLy+3FwbymTxk0nOSmVSePbZrfb8OFG6hurMVkgPbV9XXp1bTn98jOI+9yUrEeYzWamTBzPW6vX0Zic2q6O3utxU3agkAvHDe/0ZALH+lsxevRotu3cza5PP2LI6PEkJLb11VhXS3HhTsYM6s/AgQM71f/pSExMJN5io6m2ttuvBfRYol9bW8vUqVNpbGwE2h5evvTSSxk6dCgGg4EdO3awdu1aNE1j7969XHrppWzatOm4Dy+XlJQwc+bMWH9paWlcccUVpKWlsW/fPpYvX040GmXLli3MnTuXzZs3n7Bc9aGHHuLXv/517OtZs2YxceJE/H4/q1ev5tChQ0QiER544AEcDgd33333cfvq6th6uy5P9G+55RYeffRRPv74Y2666SYeffRRUlNT+elPf0pjYyOKorBgwYnLBE7140IhziapqanMmzuXyy69lHA4jM1mO+lVaLvSkCFDGDJkCF6vF1VViYuLk5lyeom8vDwmDh7P2i0biE9JoN/gXBTFgKZplO4upmp7KbNGziA/Px+Px0NlZSW/+8MfqWoJMmrMSBzFlbRUWjE7DRgSE9i8vx7Dcg+jR1jJyjTR2himvAHWr/NR5TVhXlFC0mAXFqcFb7WPuoIGdKuZBns8ucl+wmVNlFW2zVn/+G+b+PerHiKfW/A2K8PIpTPsxDsNRFVodmuMGWHhcGmEfplGGpvbZtyxWSE+zsCugjCRCAzMMxEXp2CxGHAlKGS4dTIzINFlRDEoOB0qOZlGHvpWMpmZbR9JNDZEiPhVCvf58DQFmTHZggc7jvx0LE4zTQ1hNr1XT50zAZxmbIlJWF3JqDn92PH2JyQcbCLVDgV7NUxKmIbmStLSTaSlmHBpKsNS7YRd+QTCToxmncyhiYwcMQxVDbHp051YbAmMHDUBu/1CtmzfQG1zI3pUx2Fz4EhMIRp00z8llbpgJSarxgXTZpGels2nG7cQ50jCH2whZUg+QwePpKm5gZLKfVxw0fhOrS49Zepkig++yb4Dexg8cBhGowmXy4XdaWT7zo1MmjQRl6stidZ1nfKKw4TUViZPueiEz+VMnTqVxqYmNu3YTtkhB464BIIBH6rPzbjBA7jsNKf9czqdXH/NIpateIfiXZ8SwYCuadhNCpOG5XH5gvlnZAVbp9PJ+OHDWVOwu9uv1ZOam5tpbGzEbDbz8MMPc++995KS0n7QYNeuXVx11VWUlJRQW1vL/fffzxtvvNGhL13Xue6662KJ9C233MLf/va3dgNYhYWFzJs3j/Lycvbv388DDzzA3//+92PG9vbbb8eS/KSkJJYsWcLMmTNj+1VV5Xvf+15sRsZ7772XuXPnHnOxt66O7UTee+89gC6ZArM7KXo3ZNVLly7lmmuuaft48HPy8/M5ePDgMc9rbm4mJSWF9PR0ampqOn09g8GAoigdPu4R5y63243L5aK1tbVPv1PvCevXr+fdxe91KN0BUDWVTXs+5vIb58mIfhdraWnhd3/6PR8VbcSUYcWZHE+wyU+0NsTQ9EEMGjCQDRs/prSijLBZp9nTClELw0adT0l1PSXb1hKXb0fXNCK+EGqTj9Q4nTiHQiSkEXI6CBoM+GsCmGxmnGl2zE4ziqLgq/ORNiIFS5wZc1U96aYQLU0h9h2M0tjU8e98v2wjM86zcskMBweLIxw8HKW2Psr40VZaPRoD+5twOBS8Pp2KKpUFlznYdyhCfYPK1ZfH4fFohCM6FovC4bIIHh+0elX2HYzicJloqApx710upkxyEvCpNLWoeEMGVq31k5OuUOc24ElIxWQzYrQYMVpNHPqkho/3GTH274czOxvF7sBzsJKE0t0MzTKQk5lEvDOO+toavB4PwbCDoYNTMRuiuBKSKK30UlGXxI03fZOZM2eSlJSErus88cQTfPTJIfIHT8LpjMfd2sju3ZtocTfiiItHj4QxE+TC6dOIT7KhaGa0iImE+BQOHTpI8eH9mK1Gxo2ejNlsAlOY0eOGsHDhFZ1eWX7Hjh2sfnctrU0BLGYnqhpGJYjb14TTlojdnIjFYsPnb8EeZ+SiS6ZzwQUXfGG/uq5TUlLCnj2FNLe24nQ4GDF8GEOGDOmyJFzXdcrKyqitrcVgMNCvXz8yMzO7pO/O8vl8vPzaa9xx223ddo0j96Tcp36MwX56z2dpgSDl//Ojk7q/FRUVMXv2bJYtW8a4ceOOe9yuXbuYOHEiqqqiKAoVFRUdSrQWL17Ml770JQDOP/98Pvzww2MOYm3ZsoXzzjsPTdMwm80cOnSI3Nz2C5rpus7YsWNjJTYrV67sMIPNEVdeeSVLly4F4O677+bPf/5zh2O6MrYTufPOO3nmmWcAuP322zu8UTjWGhOnQlEUfD7f6fXRHYk+wKuvvsrdd9/drgzHYrHw2muvccUVVxzznGXLlnHllVdy3nnn8cknn3T6WpLoi8+TRL/7NDU18a+/PIPaBCMHj273MO6egwVY0gzyMG43KCkp4f31H/Dx1o0UFx8mEgmTnZTBgNz+HKgv5WBDOa1BH7bMBCwuO5qmYNCNNBdW4S6uJaKGsCZbCDf5MdmMKAptdf+qRsgTxmIzYHdZMZqNJA1JxFfnI9gcRlHA7DBjsptwpNpx+t2kKCGC3gjrP/R3iDM5yUBGmoGRQ6yggN+vMXSwifIKlcL9YRwOA3m5JvIHmMlMNbKzMEx+fzOhsEYwBHfc7MLn16mui+IOGSiuUVDtNrRGLxu3h0jLNLNvh4dp4y3cfmM8DocBfwBKqlQ2bQ0weKCVUo8D64B+6JqOFvCia1ECtWG27DHS6kjHmmgj4AuiHT7E5Nwwo4aNID29Hz6vGy1SzqTxWWza5sMXtLFo4WQGDRqE1WJhydKdOBJnMn/+5bHvt6ioiN//4R8443MJhaKYzCayszIwmYzU19VRuGczE8YP5Prrr2PIkCE0NDRQUFBATU0dFrOZpOREdF0n4A/gcDoYMmQIAwYMOOlP/zweD0VFRbS2tsYeQM3MzKS4uJj9+w8QCoVJTU1mxIgRZGR0nNLyXOf3+7ssOTuWI/ekfn/qmkS/4lsnl+jX1dXh9/s7VY8+f/58Vq5cCcALL7zAzTff3G7/1KlT2bx5MwAbN27kvPPOO25fN9xwA6+++ioATzzxBN/73vfa7V+xYgWXX972+zRv3jzeeeed4/a1d+/e2MO4TqeTpqamDg/TdmVsJ+JyufB6vei6Tnx8PK2tre32H8lLTzXFPnJuV+S23fa52Je+9CVmz57NG2+8QVFRES6Xi0WLFjF69OjjnvPKK6+gKMpx5/YVQvS85ORkrrxuIW+/tpSNez7GZU8EoDXQTEq/JK68dqEk+V2suLiYV1e8SSjRyIzbrmBeQhyeZjfr31rFqi0bSJmUj0G3M2DkILKnD8Pd2EJtYRmhBi/mDDs2NQG7Qad5bwVWpwWjxYjJZkaLqkR9EeIy4gl7Q3hrAyT2jwcd4jPjcKbrNB9qIe/SfmhBncpPq9HDITQ1zPbtHWdMGTLQxMxpNrx+nVnn27GaFXYWhvnK9QnUN0Z59hUPwwaZSE02sXlHEE3VqamL0tisMXaUFVXX+XRXmNx+FiIYaYmYsA5MRjMY2L6lhYjRjDk1AVdWlDUbvDQ2R5kw2kZ8gpH9hyKUVqrY0pKx5ebiSEzGYDASqKvDW1mL3e7AlWin/4jJGE0htCY/UbWBKWOSCUd0Aj43BoNKTr8EUlPjyUxrpqAoysD8gdj/O0PW0MGpfLx1D5o2P5aIDxkyhGnTxrP/QA0Txk8i4b9lMqFgAI+ngZkzJnHbbTfFyiSysrK6fJE+OP4DqMOGDWPYsGHHOEMcrTuT/LPByaxHMGHChFiif2SB0yOqqqrYsmULAKNGjTphIg3wla98JZZMr1y5skMyvWTJktj2nXfeecK+RowYweTJk9myZQs+n48NGza0e+azq2M7kUWLFvH8888DcNUxFo6D0ytD78ox+G4tgEtKSuKOO+7o1LEVFRW89tprwNlf7yTEuW7o0KHcfvfXKCwspKS4FINB4YL8qbJgVjfQNI33P1xHONnEhJlTY3XVZqsFX8CPIT+BsB4Bm4m0cfkoBgO2BAdxuSm07KvG6DBjz07A5DDQUlCGxWFBMRn+eyNRyJiSS+q4TMwJVqo3VVDz/n5yz8/GHGdBjah4q7zUbG0g/5JcEgcmUrqmBXdNxyT/9hvj+fKiOMIRKNwf5rKZDg4UR9hZGOZQSZiDJRHQoblFY1ehH4tZobpep8mj4A9FafXr2C0G6ps0Rg1XUTGgpjqINoU4vMfDzkozltwUtNowisVG8ug41u3zsHFfhIR48IUMGKMqWaPM9LNYMGLEX1dPtNGPXU2ioa6F6sNBNEctYa+bFIOd88eO5s4753Jg/wHKK6qorqpFVQOEgq3k5iTS5LZjMHz2HIvNZgY92G4WGaPRyNWLruStt5ayf9+naLoFRTGiqn6yMhNZeMWVHWqhxTmsFyyYdfSzW59POFesWBFrmzNnzhf2NXPmTAyGtueJPvnkEyKRSLsVX1esWAEQW0X2i8yaNSuWzK9fv75dot/VsZ3Ic889xy233IKu68yePbvD/mOVrveU7n/SpZNaW1u555572Llz5zHn2BdCnF2Sk5O58MILufDCC3s6lD6tsrKSipYahlw6sd3Dk95WD7UN9aRNHUDd3jJMcVYscW0jz2azBXO8lWgwhDXeQaiymaaKBuwpTjRVw+I0E24NkTMrn6E3jMNgbbuxuwan4D/ciLfOT86AeKzxVvqdl8X+tw9Rva2O8o+r8Bwjyb/1S/F89UYXTU1RtuwKkZNpwuPVKdwXISFOoaQiytZdIdSIRpzTzJiRRg5XaRQUhhkw2M7AkQmENAP1lX7qKkPse8eHjoI1LoRfM9Gq2Ui9eCSOLBcVq/dhz8ghcVAag6aZIWDBV+nDGvLQureEgzvqsGhhHE4HFsVGcmIuRoeDvXv3YNSyyDbkEjU1cclF09DCuzEZTYwZM5qRI0ewt6iI6vId5Of1Z++BVuwOExbLZ7fJsvJGElyDOtSnJyQkcPPNN1JaWkp5eTmqqpKWlsbQoUO7bZ5u0UvpStvrdPvoRmVlZbHtz38SsGPHjtj2kSnRTyQ+Pp5hw4axd+9eotEoJSUlDPnvtKkNDQ1UVlYCbeu9dGaQ6OhPrQ4cONBtsXXGsRL8s9FZk+iPGjWK3/zmN13a55H6JiGE6K18Ph8hNUJ84udqcXUdVVWx2m0YjCYiwQi6pqEYDBgMBqwWK7qm07CrlEBZA87sePSIihqIEGwJEpcZR+5lg2NJPkCkNUjK2AzcB2qp3d1IQk4cdneYpEGJbP3bLvz17ZN8RYGrrnIxeLCFjdtDVNerHDgUIRhROFDqo6omQmKcwuadIUrKoyQkKNS3BvH4oNprxGo1MzI3EdugFOzBMKHWEB67QrHBSZNXIVoVxGBVSRruwGS3EGrw40iLJ21iDlpIRQ8Z0Swamu7GgIG04cMp2ryXaDDIoHwbWbkptHgsFOw6RE1TOkNHnUd6RgrpCdnMmzePN1+voHBvBWPHDMBoNDJs6DBammo4UFzP3n0hhg6ZEBu5r6xqorg0ynkXHLu01GAwkJ+ff8yZQIToTbZt2xbbnjBhQrt9+/fvj20PGjSoU/3l5eXF1kc6cOBALJk+1b6O+Hyi35Wx9SXdnugnJCQwYcIEJkyYwMSJE5k4cSIjR448I9MMulwuLr30Ut58881uv5YQQnQHm82GxWDC5/YS54qPtTsT4khwOGk8VE1KXgZV2w/hLqvHlfffBy0jGlogTLC8EcWo4MyMJ9DgI9QcAE3HmuTAmX3UmwcddBTMDjNZU3Oo21ZD0BPF6rJS/E4xgcaOI/nJGRZKyyNUVkXwBSBiNJM6IoM1B8M0V3lJdllwNquEPAp6nJ0dxUEMFgNZM/MZNX8YrQcb2V7RTPEaN2qrj6YSDw1eA1FFQY3o2PtnEPX4QdPRIiqqL0q4xU/UE8FsdmFy2gm0NGA0W3HYU7A7XfhLfHiUXLbur4WCGqyOCLohnX4DhmExamihVqZOnkV6ejpjx1/Mxq1L8Xj3MWJYDjabGaM5kzeWHcIbsDBshIn9B6qpqGyiuFQlZ8AFJ3zOTIgvouhtr9Pto7usX78+NgPO4MGDO8zQU1xcHNvu7Cw1OTk5se2GhoZu6as7+usruj3R93q9fPjhh2zYsCHWZrPZGDNmDJMmTYol/2PGjOnyOXO9Xi+bNm3q0j6FEOJMys3NJSshjcN7DjDm/M9Gk40mE+MmT+TNt98ide4kMrIyqVy/FzWqEp+TgqesgWBVa9snmxqooSjOfgl4y1vQgipqMIoW1TCY/jvooutYk2xoGhhsVpwZTiKBKIdXHe6Q5CsmA47sONzuEAfrDSRkx5M8KRkiOlV1AWw5qQz/6oX4azx4q1oofecA4dYQKAbSp/Zj8LWjiXgjmB0WTMMzcFd5aK6K0Fyvo/t07KYUjGoAR0I8SnwCEW8L3rIWVH+EcHMEAjbMzjgiIQ9qOAyaEavZjEULYzOasTsTICGDmrICWqrryOwXT9hbQ3LOAC6+cHLsY/1p06Zht9vZueNj9uwrBVRQnIwY91VsNie7ig6jayFciYOZduFERo0a1aNrYYg+oAtr9N1ud7tmq9Xa6SlZjyUQCHDPPffEvn744Yc7HHP0NTuzzgO0lcgccfRUkV3ZV3f0d6Y0NTXxyiuvcODAARITE5k9ezbTp0/vsv67PdF/++232bt3L7/5zW+o/e/Kc4FAgE8//TQ2BRK0rcQ3atQopk+fziWXXMIVV1whtY1CiHOe0Whk1vkzeH3V2+z+eBv5o4bgTIjD09yKxW4lV0mk4cMDxA1Mw+zVOfTKJ0TRMGJArfKgaxrRYLRtJp0ByYQaAtRtKcdT0UrdlkoypvYDXUfX2rIHa2octZtKUAwa5R9UEGoNtYtHMSpYXFb8dV5yz8um39QMEvonkjQsFZPTSkNhPcWrDlO3rZL+s4dgT3VQt7mK1oMNOHJc2NPiCbUEiXjCGF0OdA103U/YZwCPg9ys8zBZ7IQaqzA3WPHpDegWHWu6iahVJxCO0nygFMUUQlUjhN1BDKoBsymKJQTD+w0iHFZpbSki2dFKiChTx+RwySWXcP7557ebo11RFMaPH8+YMWOoqakhGo2SlJQUm7JQ0zR0XZeF5UTX6cIa/c+PWv/oRz/i0UcfPaUuo9EoN954I4WFhQBccsklfO1rX+tw3JFkWFGUTr+psNk+m07U7/9sSt6jE+ujjzmVvro6ttO1ceNGHnroIQCuvvpq7r///mMet27dOq699lqam5tjbT/+8Y+54YYbeO655zr9cPCJdHuiP3fuXP74xz9SW1vL+eefzxVXXEFmZiatra3s3r2bd955h+rqasLhMNu3b2f79u38+c9/Jikpie9+97t897vfPSOr4wkhxNlq+PDhXAt88PGHFK3aTFiLYjWayU3M5Klf/4G9e/eyet17OM0qmU4HcWY748eMY210Le9tXIczPR5Tgg01ECVlXBbWjDjKlxZSurwINA3XsDQUHcLeIP4aD9VbqwnW+dGi7WeOUIwKyeMzUUMR7H4L2VMysSXZUMNRwp4wJoeF1JGp+Ov9HFpdisVhwt8YwF/jwWA2YDQbqd1Yhr/KQ/ygFBSDgq/Kg3t/E+Fylby06WCxEgl5MesWEuwZGFQLjoR+JIXtBO1hjIkmPCVNtER1LIlOFN1OUmoWnuo6ineW4NRVxoyMZ/yUOOz2VJxWK/GJTqLRwHEf9jMaje0+wj/i86P3DQ0N7Nmzh5KKChRFYdCAATLTlOgx5eXl7ebRP9XRfK/Xyw033BCbAWfYsGG8/PLLx/z0KhgMApxUXnb0G+Wjt4/0BXQ6oT1eX10d2+l6+eWX2bBhA4qi8I9//OOYx5SVlbFo0aIOc/BD23TzLpfrmIuCnaxuz6B/8YtfsGbNGu69915++9vfdtivqirPPvssDz30ED6fj5tvvpn33nuPsrIyvv/977Ns2TKWLVsmf0hPYM+ePfzjH/9gzZo1lJeXo2kaubm5zJ49m7vuuiu2wMTpcrv/f3v3HdbU9f8B/H0TQsLeIO49iwN3664oWHFX66qtq/22trZardrhqHV3t367rFrrqlWroqg46q4TJ9YKKCIO9g4JSe7vD37cL5FhgEAY79fz5Hku597c8xGBfHJyzuekYsOGDdi6dSsiIiKQkJCAGjVqoHXr1pgwYQKGDRtWrMXPZ8+exU8//YRTp04hOjoa1tbWqFu3LgYOHIgpU6agXr16ZombqCpo3rw5mjRpgvv370OtVsPOzg61atWCTCZD06ZNMWjQIKSnpwMA7O3tIQgCvL29ceTUUdjVcYZ7+7qIOxsFGw87WNsoUGdwS0QH3ULGozTY13aCaBChjk2HOi4d6tjMfNMLFI5K1Hi2LvRqPeQe9jCkpMO5gROs7VVIj0lBVkIGFHbWMOj1sHFRQtDrkXgrHtrkLGjTsiGrXQ8ZajUMqWnITIpF/M1EQKeHmCWHjeCOGk51oVTaITnjIQS1Fq7KOpDLFIBggIe3N5xtHfDocTQyE1MBUUTWLS30tgLktiJSbeJh0Kjg7FoPzb0fwO/5FrCxUeFB9G3Uq+uK555tiOBDl3HqVI0Sl28OCwvDnwcPIFGvh4OXJwx6A66ePoXToZcwfMALaNiwYWn/i6k6MOPUHUdHx1JvCHn9+nWMGDECt27dAgC0adMG+/btg4eHR4HX29jYICMjA9nZ2UZlZouiVv9v6l/eqTI2NjbSsUZj/Mlhce9l7thK69ixYwByvp9NmzYt8Jo5c+YgJSUFgiCgYcOGePPNN5GamoqffvoJMTEx+Omnn/DGG2/Ax8enVLGUKNHfv38//P39Tbo2d0OBhQsXFnheLpdj0qRJ6Nq1K3r27ImYmBjcuXMH+/fvx4QJE3DmzBmMGzcOQUFBJQm1SjMYDFi8eDEWLVqUb+e0sLAwhIWFYfXq1Vi2bBlmzJhRqr5OnTqF0aNHIzo62qg9KioKUVFR2LNnD/r374+NGzc+tWZ0VlYWZs6cidWrVxu1Z2RkICkpCVeuXMFXX32FH3/8EaNHjy5V3ERViVwuL/QNsCAI+V6oxo8fj8n/mQIrlQI2NR0gt1HAIAhIu5OE7HQtbOs6IjkyAVkJGXCsZQ+FSoakBHW+RETlbotm49vBxsMOj/6+h5TwBNg6WiE7PRuAAGtHJTSJaui1elipcnbRtVJZQa60gk0NR3jY2UGjt0dWkg7QWUHh5AgxW4PMhw8gvx0LWwcVtJoUxKXFQqNJhodjQ9g7OMJglQ03hSsaNmyIDp07ID09BWf+3gulhyee83sBol6PkydP4Z/waHjUrwNZ6lU0a1UTWk0GFNbWqOFdB1q9DhkZyWj7jDvOXbmE5557zuRpArni4uLw58EDyHZ3Q7vWrf+3G7Rej5sXLmDHvr2Y+vIE7sJNT1eB6uj/+uuv+M9//iNNWXnxxRexZs2aIhNee3t7aYpM7oDD0+SdEpP33vb29gVeU5J7mTu20nr48CEEQUCHDh0KPH/v3j1s27YNgiCgbt26OHnypLRj9fjx49G8eXPodDqsW7cOn332WaliKdaqovT0dEyePFnartgU9+7dg5OT01P/ALZs2RIrVqxASEgI/vjjDwQEBODcuXPw9PREcHAwDhw4UJxQJQaDoUJtXGBOs2fPxvz586Ukv1evXpgxYwZef/11qbRUdnY2Zs6cie+//77E/Vy4cAF9+/aVkvx69ephypQpeO+99+Dn5yeN4h84cABDhw5FdnZ2kfcbP368lOTL5XIMGDAAs2bNwuTJk6X5s+np6Rg3bpz0USIRFZ9cLkeT+o2R+TAVcX9HwaAzwKGBG9w61IFDQzd4d24I7+6N4OnjAZWzDWJDYyHqjLMIhYM1anarC12mFvosHVxbesK5mTsMBkCdlAWVqy1cmnnAuaUnRL0ICEByeBIyE9SAXAb7eu5wrO8OG5UeYkoaHOs2gYdnEzh7NIKTvTu87bwhz1DDNtWA2tbu8G3oCycXFRzcVLB3skXLpi2gVeugzsxAbOw91KzpiboNm8DZ2QUubu5o2Lgx7B0ckZmWBDmSYO9gjZSUeCgVQIOGDeDo5Ibo+zGoV9cDBl0KEhMTYTAYkJCQgPj4eOh0uqd+H69du4ZEvR5N2rQxGiWUyeVo3r49HqkzpbnNRBWdTqfDm2++iQkTJiAzMxMqlQrffvstfv/996cmu3kH8h49emRSf7m18gEYDVSY815lcb/SyJ1zX9iOxN98842Uuy1dulRK8gGgQYMG6N+/P0RRxIkTJ0odi8mJ/pEjR+Dj44P169fj008/NbkDZ2dnpKamIjEx8anXjh49GoIgYN26dQBy6psuWLAAoihKnwwUV1xcHOzt7dG5c2e88cYb+PnnnxEaGmrSH/eKbPfu3dK7PBcXFxw7dgxHjx7FZ599hv/+97+4deuWtBAEAKZPn447d+4Uu5+MjAwMGzZMmvs2e/ZshIeH48cff8TKlStx8OBBHD9+XJpadeLECaxYsaLQ+3399dfSDsh169bFlStXsHfvXqxYsQI//fQT7t69i7FjxwLIeZM2fvx4pKWlFTtuIsqxZs0aZN5PgT5TB+9ejZB84xFErR4NR7eFcysv2LrZwNrBBveO3ctJ1PNwrOuIer3rof7z9eFcyw7ahHSo4zJhV9MRVq52SLiVBHVCBtLvpyA7TQsrWwX0egMeX4+Hws0JjnXdYe1gD2sbW9jW8IKdlyv0WWpk67WwkskhZGhhJ7eHRpeObJkarh6uaNKgKRxUVoiOuwKtmAS5HHj0KAqXr5xAvXqu6Nq1M7I1/5vbKwgCatWpi3p1akOlVMJaIYOnuxuaNG4EO1s7KG1skZmZBa1WB1HM+bRz428/44/fv8H2bd9gw6//xZkzZ4p8TYi4dw9O3jUKnJoot7KCjbs7ou5HF/BMoieIZnqUUEZGBgYMGCANtjVt2hTnzp3Dm2++adLzmzVrJh3fvXvXpOdERUVJxy1atDDbvZ6clmzO2Eord3A7OTk53zmtVot169ZBEATUqVMHo0aNyndN7mBtREREqWMxKdFft24d/Pz8oNPpcOTIkQJLLhWmW7duEEURP/zww1OvValUsLe3l7Y3BoARI0YAAM6cOWNyn0/KysrC+fPn8cMPP+C1115Dhw4dYG9vj/bt22Pq1Kn4/vvvcf78eZPniFmaKIr44IMPpK83b96MHj16GF0jl8uxfPlyBAYGAsj5wSoqAS/M6tWrpZH8l156CcuXL8+30KVbt25Ys2aN9PUXX3xRYJmqzMxMLF68GEDOwpu9e/eiVatWRtcolUqsX79e2qQjMTEx3xQfIjJdw4YN0bFLR4h6EVnxGdBlaiFYyZF8IxZJ1x8h8epDhO+6lS958GrrhW4fPgeHmg5QOqng2a4G6vs1gJiZs2DXu1t9JN1Lx63tt3H/9H3cP30P9/9+gFs7I5CRAtTo0QQyuTXkMmtALofCyRGQGQBRA4NMi8zYB8iKT8L99CjobUUoPBVQ26bgkfoOWrRqgv49e6B103rQZ8dDkKegr18XjB33Etq1awdZdiZSkhIAANbW1jDos1Gjdj3oBTckPk5Frdp1IJPlLKzTZqmhUipwO+IRoqIzEHHrMOp5P8Cg/jUwdEAttGycgrCrO7Fv3558UyBzyQQBYhHJlSiKkAksu0kmyK26U9pHCWi1WgwYMAAhISEAgMDAQFy4cKFYc8DzJtd5N9YqjFqtlj7tatCggdHsjqZNm0oLYK9cuVLo719eefPDJ2v8mzO20mrZsiVEUTSKN9f69euRkJDz92vKlCkFDiDY2toCgFkGOk36yxQVFQVRFPHee++he/fuxerg7bffhiiKWLhw4VM3roqJiUFqaqrRCmQ3Nzc4Ozub/DHMkxwdHTF37lz0798f7u7uEEURoihKVX7WrFmDN998E126dIGDgwPatm2LiRMn4rvvvsOZM2eMFmpUFMHBwdKGFv7+/ujfv3+h1y5fvlw63rBhA7Rarcn9GAwGabdiuVyOVatWFXrtsGHD0KlTJwBAQkICdu3ale+adevWIS4uDgAwadKkQjeekcvlRp8a5X0TQUTFk5iYiB59e2H08JEQorIgag2wsrNGakQ8Hh+PQNI/+TeJ8fDxQMe320NuJYcoitBnZudsWqXJhq2bCoIgQOVmB48u9ZGaqMXdU48QEXIf987FwWBrj9rD2sLG0wUyOyW0qenIiIpHxu1oZCelw8vZAW46DZQpSVBay9C4Uzv0HDQCzdv3RP3mHaFwdIWjoxO6tHsOvbr0QfOGTdC7T3cMGjQINjY2qF+/Pto0bYR/L5/Hw/v34O7uDiuZiPjYB0hI0OFuZBa02pwKHtm6bGSkJSMrW4HT5+KhUmah53Me6P5cc9So4QwPD0d06tAYA/wa4tH9c0Y7a+bVsG5dpD56BLGAbF+v0yErPgF1a9c2738ckZlNnz4dx48fBwC8+uqr+PPPP4s9L713797S8ZEjR556/cmTJ6XpvAMHDjQ6p1KppHrxaWlpBSbFTzp69CiAnIpYAQEBZRZbaeXmZefPn8fvv/8utYeHh+Ojjz4CkDNIMWXKlAKfHxsbC8D0sqNFMWkxbmBgIDZs2IAZM2bg1q1b+PLLL02ucd+tWze8++67+OKLLzBixAi8+uqrmDdvXr4KBRqNBm+99RaA/POkNBpNsaq55GVjY2OUNN6/fx+XLl2SHhcvXsTDhw8B5Mxbu3r1Kq5du4b169cDyEk6i5Mcl4c///xTOp48eXKR17Zo0QIdOnTAhQsXkJGRgZMnT6JPnz4m9fP3339Lb7ACAgIKLD+X18svv4xz584ByFmwPWbMmBLH3a9fP3h5eeHx48e4ffs2IiMjWdWCqASsrKwgiAI6duiEFk1a4OvFnyE5Mhmx5+4i7W5Svuvr9qqHmp28kHArDqn3UpEUmQq5rRUyHqfBSimDfW0HaNR66DK00MSnw66GA+S21oi/8ggKByvAoIchXY2sTC0yo5OQeusRRL2I7HQNMmJSEXnnMXzadISDlRK1mjVH+87P4czxw7gb8S9EgxzurjURFR2BbG0WktNSEJ1wBz6+z+Dw4cPSYjs7O1vUdrbBjdNHkJSuRlJSIhJj41GjRi3YuHTFgSOPYWN1DYKYDp1OASeXZtBkO6F5w0x4ednhwcOHkMvkcHV1hSgaIAha2Nsk4ezfJwv8+N7HxwdnrlzGrdBQNG3bVpqnr9fpcPP8BdSwtSuwullmZibu378PnU4Hd3f3QufrUvVhqZ1xz507J82s6NmzJ37++ecSbf7Wo0cPODs7Izk5GSEhIYiOji5yF9rcqdhAzoDgkwYPHixtqPrLL7+gc+fOhd7r9u3bOH36NACge/fu+SoDmTu20nj11VexZMkSqNVqjB07Fr/88gtsbW1x9OhRqdLO5MmTC/2bkJtLmbrDb1FMSvR9fX1x9epVvP/++1i9ejXOnj2LixcvmtzJZ599Bnt7eyxevBhr167FunXr0Lp1a3To0AGurq549OgRDh8+jAcPHkAQBLz88svSc+Pj46FWq822SKJ27dqoXbs2Bg0aJLXFxsbi4sWLRsn/vXv3AMCkj5LKW+4CVUEQTCoV16tXL+md8vHjx01O9PMuhPXz8zOpn1y5owa5MjMzpXJTrq6u8PX1RVHkcjm6d+8uzec/fvw4E32iEqhTpw5cVE44sjMEf3y/EYkZKRD1BmQ9Ts93bf1+DeBUxw5Z8RkQdQak3EmBNlWLyKDbULmo4NbK4/9LcQIZ91Ogy8iG0s0WKf/GA3o9RLUG8aHRyIpNhZWtNWAQYV/HCXKbnAo9dg1coElQ4+zV49BrBMitrPD35WNQuqogc7dGtkaD+NhrMGhF/H35Lygd7GHjaouLSbfwy65NsBIEuLi7QmGlQGZyOsQkPcRsQFQoIHewgw73EXnnX+hk2bBSWkPUZsHB0Rb1myRDm3Yf2qwYGKxuw8nVCTJBDnVKBgwGAdaOdohJTsaFy4+hsndCv+f7wtXVVfq+uLu7Y5h/AHYdPIDQgyGw8/SAaBCRGReHGjY2GP7CQKORUb1ej1OnTuHslSuIy0iHKAJ21go0r1MX/foa35uqGQtV3fnmm2+kT6Q+++yzEu/wrFAoMHHiRHz++efQ6/WYM2cONm7cWOC1Fy9exNatWwEAHTt2NMoRco0fPx7z589HZmYm1q1bh7feeqvQT/tnzZolHeddg1hWsZWGt7c3li1bhrfffhsGg0GaLpWrTp06+OSTTwp8blhYGK5duwZBEKSZEqVhcnlNW1tbfPPNNxg+fDgmTZpU7I4WLlyI3r174/3338f58+dx+fJlXLlyRTqf+wMYGBiI999/X2rP/ebkLkwoC56enggICDD6GCgxMVFK/CuS+Ph4aZV48+bNTdpfoGPHjtLx7du3Te7r8uXL0nHulvFFadmyJezs7JCRkYHo6GhoNBppA4+wsDDpk5HOnTub9AlNx44dpUS/OHET0f/Y2NighpMHFi1aCNumrjBc10GTmL+UnUfbGjBk65AVr4bCxgqClYAmAxvBpaEjHl2KQ8yFR9AkqZGVmIXUB5lwbOQKVx8vZD5Mg8rFBjW714M6LhOZj9OhSVFDF58Bj3besK/nApmVHCJk0Gn0EJXWsPZyxP2/ImDrYQPn1nVg27AGrN1doc/IRvLVCCRciILWXgmHBm7watMQ2rRM6DNT4VjLAdYyGYQ0BWzSPZF8/wH0j4DatdtDsLJGXFokFI1c4FnfG0hOhHsdR7g0cIcmPQP3D96HtzUg1FDA2sUWVjIrPNImQZOejToOnnCsbQ/HNFtcjItG0s7tGDfyJaPkvXnz5vD09ERYWBju3r8PmSCgQbfuaNWqVb65vYePHMGhSxfh1rgxnmlQH1YKBRIfx+LijRtI2P4Hxo96iaU4qVwdOnQIQE7xjvbt25fqXrNnz8ZPP/2EtLQ0bNq0CfXr18eiRYuMNpy6du0ahg4dCr1eD0EQsHTp0gLv5eXlhWnTpmHFihXQarUYPHgw9uzZY/QJWW7SnjsluEePHhgwYECZx1Za06ZNgyiKmDdvntG6xbZt22Lr1q2F5m95Z6EMHz681HEUu45+r169cO3atRJ11qtXL5w9exZ///03goKCcOnSJTx69Eja8GXEiBH5Pj45ePAgZDJZkfPQy4Krqyv69u2Lvn37lmu/T5N3Dqmpb37q168vHRcnYS5uX7n1YG/evAmDwYCIiAjpl7U84yYiYyEhIbDytEHm47R8Sb4gE9BkvC80iRlICXsI62YucG/hCvemLnBvkVOuzsHbHhCA+38/grWjAgaNDgpHJVJuJ0BmLYNX1zqQyQSoEzJhW8Me7m29oU3JgnfXupDbKCBTWUOn1iEzNgOatGw4NPeGQ9gjODbzhEPLOrD29gB0IqztHWH1rBLapHRkxqTAtX0DyGxVEJIz4NG+Pmzd7JCdnAadmAEXa09AJUO6Kg02chVEUUC2Sg6vZs3h7myHO3F30bx1S9Rt3ABhf12E3lmGTGs32Li4ICk9GfpsER6N60Cn1uJR5CNE3LFB/dbPom6zJrh68BiuXLmCbt26GX2vXF1d0a1bNxi3GouNjcWZa1fh7fMMatStK7W71fCCo6sLrh4+iitXrhR7vRtRSaWlpRmtc1ywYEGxnt+rVy+jEW8vLy+sX78ew4cPhyiKWLJkCTZt2oT+/fvDyckJYWFhCA4OlmZELFiwoMjZB4sWLcKxY8dw9uxZREZGonXr1ggICECLFi2QmpqK/fv3S9VxatasiS1bthR6L3PHVlpvvfUWXnnlFZw6dQrJyclo1KiR0eDrkzIzM9G5c2d06tQJVlZWZlk7UKINs3JXA5dUly5dTBohBoC1a9fiu+++K3ARVHUUGRkpHZs6dyvv3Pr4+PwL7wqTW47TxsbmqZtg5e3r5s2b+foq67g1Go1R1aTU1FST+iCqDo6eOIr0xGRokp5I8uUyNBzhg5o9G+DGt6fgVM8JDZ+vCzsPW9h52eWU2xRFyBVyeLR0Q2xYAgyiAPsadkj5Jx5KZxXqBrSETBAQe/khZDIBMoUVbDzsYMg2wNpRBUEhh16jh5WtAgoHa2SrddA+SIONlz1U3o4QZYDMWgmDqIVenw2ZTA6Fuz1ss7KgdLGH+n4ClLZWcKxTA9rMVMhtlDDYZSFDnQJrW0fY11IiMfIBlDIHKDxcAcEKj+7ehVMdd6j12TDoDEiNT4Rn27pIT9bg3Kk4eHtnQ6WSw8POFvFpely6+AgZaInWTRpCobSGc71auBR2Dc8991yx14eFh4cjXRTRpIC/cwpra7jUrY1L16+jW7duJV57RpWXADPM0S/m9XkLnCQlJRW6gWlRnpzaMnToUPz222947bXXkJ6ejrt37+arrqhQKLB48WKjKTcFUSqVCAoKwtixY3Hw4EHo9XoEBQXl2yjV19cXW7duhbe3d5H3M2ds5uDg4GDyJrO2trZ4++23zdp/iRL9kkpJScG1a9eQnZ0NDw8PNG/ePF+pxoKU9I3FxIkTjWqkVgV5E1gnJyeTnpP34+eCyl4WJDMzU6orbWo/RfVV1nEvXbq0RH+8iKq6Bw8eIOZeDHTZxnXiZUo5mk99FhlRiUi49hD6rGzIFUooHZSAIMBKaQXBSgZRZ4DBIELpqITC1hqilRwKeyUyk7Ww8bCHQqWAzFoG6PSQWVtBEHJ2ys2ISYUuKxvWKiuIAGRyGWQKKwgyAdlpaihsrSFXWkEQxZw5xzIB0OVsbihXWAH2SggyAQadAVZOSlgprKGVCYBMBsFKBoOgh5VCASsloEEatIYsKJROEAQB2Ro1HJ0codMboMvOhkGvh52LI7wa10VGTCqOnboEhS4D3v8qkKZR4H6qGzp0aQOljQ0AwNbBHhn34qDX6016jcpLrVZDplIVmsTbOjgg8+HjEt2bqoBSlMc0ukcxlNW+QWPGjMFzzz2H77//HkFBQYiKipJqw/fr1w9Tp05F8+bNTbqXu7s79u/fj+3bt2Pt2rW4evUqYmNj4enpiZYtW2LcuHEYNWqUyYVgzBlbZVcuf2XS0tIwbdo0bN682Whxq0qlQs+ePTFlyhQMHTrUrH1mZmbi559/Nus9K4K8Ca+pZZfyXmfqNtMl6aeovso67rlz52LGjBnS16mpqWZZrU5UmUVERKBv3775knzBSoZ6Q1uj/nAfRG67jKwENTRpWmRnaKFOyoKDjT102pxReChkkGXroE5UQ6fOhsLFCpoUDQS5FbISMgEZIOpFCAo5DBnZkClkOQtxAaTeSYKbjxKCABiy9TBodTBkG5CdokF2qgY22XrIIeQMUer1gCADBAGGrGxoU7IgiiLk1nJkp2th0BsAERD1OohaPaxEJXTZWmSrs6CANaxlNkjLzIAoGqC0dUBGQiq8GnnCSqmAlUKBzMQ02NWrica9GiFNp8aj8DjUbNQRXk720FqFw8n9f59apiUlw8POvkSJuL29PfSZmTAYDAUueExLSoabnS2TfCo39evXL7NZEfXq1cPSpUvNMs9dEASMGDFC2j+ptMwZW2VW5n9psrKy0KtXL1y+fDnfD5parcb+/ftx4MABdO3aFdu2bXvqRzKmcnJyQtOmTdGuXTu0b98evr6+aNeuXaVfAJW7Qy2Q89GTKfIuQsl7bO5+iuqrrONWKpXSwl8iyllw1q9fv3x7kMis5bBv6IrstCxkRCfDrXVNpEXEw6W1NzIjYhF/MxE2ripoU7Ng7WANmVwGbZYOj6/FQ5OeDVGQISU6Hc4tvSDqRKhjMyBXyWHjbgtNohrZah3S7ibB1sseqRGJMGQb4NjYHSJ0SI9OQXJEArJlVtCkapERnQxnd3cYstSAQYBcbgVtpgaa+HRkJmqQFZsMOy9XqO8mIDkiBipPJQyZGugzDHCyckR8SizSY9LQ0L49dAYR2fH/QjTURo0G9RERegLWegEymQwO7s6I/ucf2HRui/TUdDjZOcGumSNsXOygTs6AtcEaNRvmVHbLyshEWvRD9H/WtOpkT2rWrBlcTp9CTEQE6jRpYnQuKzMTqTEx6NejZ8n+U6nys1DVHbK8pKQk3L9/H2lpacX6lOXJDVGLq8wT/S+//BKhoaGwt7fHxx9/jBdeeAHe3t5ISUnB1atXsWvXLmzevBmnT59Gt27dcPjwYaNFmCWl1+tx8+ZN3Lx5E5s3b5baGzVqBF9fX/j6+kpvAFxcXErdX3mx+f+PlgGYvJNv3k2/TN0coyT9FNVXecVNRDl7YAwYMABJScZ18uUqBeq90BIxJ8KRaohHxNbLcO9QG9nqbCjsrJGYmo375x5Cr9XBrakr1Mka6DV6xF5PQOyNBMBajoTbiUh/mA4bb0c4NXTB/b8ioXK2gcJBCVFvgDZVg4enomBX2wlypRxxVx4i/vJDZKuzoc3Ihl5uDbmjHTISNdClP4IAGWzqp0Hh5gJdahZSw6KRGpkIg0aPhAtRUPoqIVhb4+H5cDi4K6FSWkOeaY3HqdFIexALQ6wMiTXiIFepYGOQIeN2OBKzveHh6IHY0HtIf5QAuSjC3coJV/ZegI2zHVo0aQ5ruQKn/zqPzMRs+HbuDkEQcP92JB7dikArj9po3bp1ib73zs7O6N25C4JOnkBmejq869eHtVKJ+IcP8eh2OJ7xrplvR0+qRpjoVyvx8fH4/PPP8fvvv0vrHotDEIRST70q80R/y5YtEAQB33//vdEGSs7OzqhXrx4CAwMxb948jB49GufPn8eYMWNw6tSpUi9SOnbsmNHGWP/88w/0ej3Cw8MRERGBbdu2SdfWrVtXSvpzHxV1YxN7e3vp2NRpOHmvMzVhLkk/RfVVXnETVXchISEYMmRIvt8zHx8feHh44MaVW1A52SI1KgGapAyk3HwMK3sltKlq6LL1iI9IRvrDDMRcfAyFjQIGrR5ZqdkQFAK0GTpkJakht1Eg6Z9YpNyOR3aWDqLOACsba8gUAgwaA7LVWiRcewgrW2sIchmyM7Kh0+ogVyohCgJ06Q/h6OgMmQ54fPhfKJyiIFMpkJ2lgzYlCzIoYC1YQ3ygwf24q5CrRIhqDfRya7jX8AQUWmQlpUGVKYfSWonMlNtwULrBp1kDKOUANCKcvOsi7sFjZD6Ig5unC2p5NkLSgwTItVbQyjNgkFnBR9kQek9AlpiO2yEn4aBQoW+ztujerZvR4ERxde3aFba2tjhz4QLu/30OetEAB6USfj6tS31vIqocjh07huHDh0sDLpYqKlPmif7t27chk8mKnHPVsGFDHD58GJ06dcLZs2exefPmfLuqFlf37t2NypdlZWXh8uXLuHjxIpYsWSLthgsAUVFRiIqKws6dO6W2mjVrSqP+H3/8caliMae81W+e/Ei+MLl194H8uw4XRqVSwdbWFpmZmUhMTER2drZJU24K66u84iaqzrZv347Ro0dL27rn6tatG4KCguDk5IRHjx4hODgYOp0OCQkJ+OWXXxAblQBnZ2c0b98GWep03Lh8GUiVISNRg/TEFEAPQAbI7BWQKa2gT9UiLfX/dwy3dgK0WQByNuBydfJA07pN4WBrD696HnB0ckB0dDSSkpJgZ2eHrl27ok+fPqhZsyacnJyQkZGBHTt24MGDB1AqlfDy8kLt2rWhztIgOiYGmsxM1K1bB126dIGtrS2SkpKgUqng7u6OzMxMJCcnSxtQWVlZwcXFBXK5HPHx8RAEQdopUxRFeHh4IDs7G8nJybCysoKnpydEUURsbCz0ej1cXFxgZ2dX6v8HQRDQtm1b+Pj4mP3eVLlZamdcKl/R0dEYOHAgMjIyIAgCRFGEIAioV68eateuDVtb23KrulXmib61tTUUCsVTV0rb29tj5cqVCAwMxKZNm0qd6D9JpVKhY8eO+PTTT/Hw4UP06tULQ4YMgbe3N+Li4nD27FkEBQVJ77xiYmIQExODoKCgCpXoN2vWTDq+e/euSc/JW3mooG3ai+orNDQUBoMB9+7dM6n+fe6Owq6urvDy8jK6V66yjpuoOvrll18wZcoUGAwGo/aAgAD88ccfUvWyGjVq4NVXX5XOv/3227h16xYePnwEQcipQ/39f3/A+ZOh0FjrYNfWCTKlHMmx8VCmKeGmc8eDtIfQKAzwqlkHTg4OyEhIRmZ6Iro/2w3ubp7IFtRo6tMIQ4cPMfo0rzAF7XJZWrVr15aO8ybYSqUyX0zmWhv2JLlcXmb3pkqKU3eqheXLl0tJvo2NDT788ENMnDjRIrNFyjzRr1OnDm7cuIEHDx6gZs2aRV7r7+8PKysrXL16tUxiWblyJfbt24d33nkHn3/+udG5N954A1lZWfjmm2+wcOFCqNVqDBo0CHFxcWUSS0k1bdoUcrkcer0eV65cgV6vf+pC1QsXLkjHxZkb2rJlS4SGhgIALl269NREPzw8HMnJyQX2kzdRN3W34ZLGTVTdfPbZZ3jvvffytb/00ktYv359kQMttra2aNeuHdq1+1/b+JfHQZFtg+SEFNy69S+sFCp4aD1Q27EJ3OzdodOfh727DTp37AQPDw/otHqEhp9D43b1UK9+XTRr1gyNGzdmZRkiqpYOHDgAAJDJZAgKCsq3D0F5yl/7y8xyNwn49ttvn3qtXC6HjY1NmSXX69atA1D4rnAqlQqzZs3CX3/9BUdHR1y+fBnBwcFlEktJqVQqdO3aFUBO2dK8yXBhjh49CiDnBy4gIMDkvnr37i0dHzlyxOR+AOTbza1x48ZSucubN28+dfqOKIo4duwYgJwtu5999lmT4yaqLkRRxAcffFBgkv/666/jt99+M7nudF4+Pj5o1LI+nmnhgzHDX0aHll3g6eqN+ORY3LgfCmsnGQL6DUAn3y6oV6sB0rJS0a13V0x7600MHjzY5D1SiKod0UwPqtBiYmIgCAL8/PwsmuQD5ZDoT506FdbW1li5ciV27NhR5LUxMTFIS0srs4WXUVFRcHR0fGqJzQ4dOmD58uWIiorCV199VSaxlMbgwYOl419++aXIa2/fvo3Tp08DyFm34OHhYXI/AwcOlOpAb9my5amLaHPfSAmCUOC+CIMGDQKQk5ysXbu2yHsdOnQI9+/fl57HpIHImMFgwLRp07BkyZJ85+bNm4fVq1ebXE73Sc7OzhgyYhBUHnIkZj2Cay1HeDfygMEtDQaXTHTv0R1ubq6IeXwfF679DRt3Ofz8+xZYN56I/id3jn5pH1Sx5eaxFWE2Qpn/VW7cuDEWLVoEvV6PkSNH4t1338Xjx4/zXafVajF9+nQIgoAuXbqUSSxubm5ITU1FbGzsU68dN24cZDIZ9uzZUyaxlMb48eOl+bbr1q3D9evXC7027/bOxZ0H6+XlhSFDhgAAkpOT8emnnxZ67Z9//im9oRgxYgQaNGiQ75qpU6dKi09WrVpV6Ki+Xq/H3LlzAeS8aShotJKoOsvOzsb48eOxevXqfOdWrlyJTz/9tNQLvRo2bIjJr0/EoNEB8OneFM8P74b5K+dh1vx34OitxN3Ef5Goe4h2vVphzISXuGCeiOj/Nfn/PTTylgm3FEEsp3o/H330kfTiI5fL0blzZ7Ru3RqOjo548OABjh49KlVZOXz4cLE+6pDJZBAEwWjX3YKMGzcOmzdvxkcffVTo9J28nJ2dIZPJkJiYaHIs5eX999/HihUrAOS8IO/Zs8doHrxer8ecOXOwatUqADkbLuROhcml0WgwZswYHDx4EAEBAQV+zH/t2jW0a9dOWgvw9ddf44033jC65q+//sLQoUORnJwMpVKJ0NBQtGjRosC4R40ahd9//x0A4Ovri927d6NWrVrSebVajUmTJkl7H7z88stYv359sb8/qampcHJyQkpKSqXfJI0or8zMTIwcORJ79+41apfJZPjhhx8wefLkMo9Bo9EgIyNDqs5FREXLfU1qsHAJZMXYbb4ghqws3Jk/j69vFdjq1asxbdo0+Pj44MqVKxaNpdwSfQDYsWMH3nvvPanqSt4RJ1EUIZPJsHLlSrz77rvFuq+pif6lS5fQsWNHKBQKbN68ucDpJbnu3buH+vXrw9ra2mhX14pCo9GgZ8+eOHv2LICc9Q0BAQFo0aIFUlNTsX//fqlqTc2aNXHhwoV81R9+/vlnTJkyxejrSZMm5evrq6++wjvvvCN93apVK/Tq1QsqlQqhoaFG8/fXr1+Pl19+udC4ExMT0bFjR0RGRgLIWXMQGBiIhg0bIi4uDnv27JHWaPj4+OD06dMmVe14EhN9qopSUlIQGBiIEydOGLUrFAps2rTJbFvHE5F5SYn+AjMl+guY6FdkmZmZ6NChA27duoW1a9cWmReVtXKd+Dxs2DAMHToUBw4cwP79+3HlyhUkJibC3t4e7du3x+TJk0u8G6EpfH19MX/+fCxYsAAjRozAhAkTMHfuXOkjllyZmZn4z3/+AyBnM62KSKlUIigoCGPHjsXBgweh1+sRFBSEoKAgo+t8fX2xdetWk0q8FfZR//Tp06HT6TB37lxkZ2fjxo0buHHjhtE19vb2WL16NcaPH19kH66urjh06BBefPFFXLx4EVlZWUabl+Xy8/PDb7/9VqIkn6gqio2Nhb+/v1QJK5etrS127tyJfv36WSgyIjIV6+hXD7a2tti9ezd69+6NqVOnIjs7u8CB1PJQriP6ZcXUEf1cK1aswLx586Rdynx8fNCpUye4uroiJiYGISEh0qjyggUL8NFHH5VZ7KUliiK2b9+OtWvX4urVq4iNjYWnpydatmyJcePGYdSoUYVW3TBl6k5eYWFhWL16tbRQ1traWtrdeMqUKVJVHVNotVr89ttv+O2333Dz5k0kJSXB29sbbdu2xYQJEzB48OBSzTHmiD5VJffu3YOfnx/+/fdfo3ZnZ2fs27dPqsRFRBVT7mtSw/nmGdGPXMgR/Yrs3LlzAID4+Hi89dZbuHv3Llq3bo0xY8agdevWcHZ2NjnH6dSpU6liMWui36VLF/j6+ko7yvr4+JRLtZTiJvoAcOLECcyaNUv6z3hyGhEADBgwADt37jRpR1iqWJjoU1Vx69Yt+Pn5ITo62qjdy8sLBw8eLNNPQYnIPKRE/2MzJfqLmOhXZLl5aa7cnXGLSxAE6HS6UsVi1iz83LlzOH/+vPS1QqFAq1at0L59e+kNQJs2baBUKs3ZbYl0794df//9N86cOYOgoCCEhoZK1YCaNm2K4cOHc74rEVnUpUuX4O/vn29vkfr16yMkJASNGze2UGREVCLmKI9Z6edhVA9PjqNbagKNWRP9xYsXIzQ0FJcuXcKdO3eg1WoRGhqKy5cvY82aNQByFo22aNFCGvX39fVF27ZtLVa5oWvXrvzYm4gqnOPHjyMwMBCpqalG7S1btsTBgweNqlUREVHF0aNHj1KXODaXMpujn5ycjEuXLkmPixcvIjw83OgdTe43QSaToWnTptKov6+vL3r27GlyXyWZukNVG6fuUGW2d+9ejBgxIl/Fr44dOyI4OBhubm4WioyISkKauvPhEshLOXVHn5WFyMWcukOmKbMJ9M7OzujTpw/69OkjtaWnpyM0NBQXL16U3gDcunULer0eN2/exM2bN7Fp0yazzEkiIqqMNm/ejJdffjnf38A+ffrgzz//LLOdw4moHIgo/dQbTt2hYijX8pr29vbo3r07unfvLrWp1WpcvnxZGvW/ePEibt68WZ5hERFVCP/973/x5ptv5pvLOWTIEGzevBmqUo4EEhFR9WLWRD8zM7PYc+1tbGzyzZPXarXmDIuIqEITRRFLly7FBx98kO/chAkT8PPPP5dLBTMiKluso0/lzayvHE5OTmjatCnatWsnLbRt165dseeQFVXLnYioKhFFEbNnz8aqVavynZs+fTo+//xzyGQyC0RGRETmcPHiRezevRsXLlzAo0ePkJqaCoPBgIiIiDLv26yJft659ps3b5baGzVqZFRf39fXFy4uLubsmoio0tHr9XjttdekqmR5LVy4EB999FGFqdxARETFExERgUmTJuHEiRNG7YXV1f/777/x448/Asj5NLc4hWkKY9ZE/9ixY0aVdv755x/o9XqEh4cjIiIC27Ztk66tW7euUX19X19feHp6mjMcIqIKS6PRYOzYsdi+fXu+c1999RXefvttC0RFRGWKi3GrjUuXLqFPnz5IS0szuYZ+p06d8NZbb+HSpUs4ceIE/vnnH8jl8lLFUWblNQEgKysLly9fxsWLF7FkyRI8fPgwfwB53tHUrFlTGvX/+OOPTe6H5TXpSSyvSRVZeno6hg0bhpCQEKN2uVyOtWvXYvz48RaKjIjKQu5rUuM55imvGb6M5TUrMrVajaZNmyImJgYA0Lp1a7z11lvo3Lkz1q5diy+++KLQvHXfvn0YOHAgBEHAjh07MHjw4FLFUqaru1QqFTp27IhPP/0UDx8+RK9evTBkyBB4e3sjLi4OZ8+eRVBQEJKSkgAAMTExiImJQVBQULESfSKiyiIxMREvvPAC/v77b6N2pVKJ33//HYMGDbJQZERULjgiX+X98MMPiImJgSAIGD16NNatWycVVHjam7MBAwbA29sbjx49wq5duyp2og8AK1euxL59+/DOO+/g888/Nzr3xhtvICsrC9988w0WLlwItVqNQYMG5dvunYioKnj48CH69euH69evG7Xb29tj9+7d6N27t4UiIyIic9m9ezcAwMPDAz/++GOxq6b17NkTW7ZswcWLF0sdS5mXcli3bh0AYMGCBQWeV6lUmDVrFv766y84Ojri8uXLCA4OLuuwiIjK1Z07d9C9e/d8Sb6bmxuOHj3KJJ+oOhDN9KAKLSwsDIIgwN/fv9hl5wGgdu3aACBN/SmNMk/0o6Ki4Ojo+NSPKjp06IDly5cjKioKX331VVmHRURUbm7cuIHnnnsuXym1WrVq4fjx4+jQoYOFIiOi8pRbR7+0D6rYcqek5ybsxZVbUjktLa3UsZR5ou/m5obU1FTExsY+9dpx48ZBJpNhz549ZR0WEVG5OHv2LHr06JGvGEHjxo1x8uRJtGzZ0kKRERFRWXBzcwPwv4S/uO7evQsAcHBwKHUsZZ7o9+rVCwCwevXqp15ra2sLe3t73L59u4yjIiIqe4cPH8bzzz+PxMREo/bWrVvjxIkTqF+/vmUCIyLL4NSdaqFFixYQRRGHDh0q9nM1Gg0OHz4MQRBQp06dUsdS5on+jBkzAADLli3Dzp07i7z23r17SE1NRWZmZlmHRURUpnbu3IkBAwYgIyPDqP3ZZ5/FsWPHUKNGDQtFRkSWwqk71cPQoUMBAOHh4QVuiFiU5cuXIyEhAQDw/PPPlzqWMk/0fX19MX/+fGi1WowYMQITJ04scMQ+MzMT//nPfwDkbKZFRFRZrVu3DiNGjIBWqzVq9/f3x8GDB+Hs7GyZwIiIqMxNmjRJymXfeust/PHHHyY97+uvv8bChQsB5OyrMmnSpFLHUublNQHg448/hkqlwrx587B+/XqsX78ePj4+6NSpE1xdXRETE4OQkBDExcVBEARuFkNEldZXX32Fd955J1/7yJEjsWHDBlhbW5d/UERUMXBn3GrBxsYGa9euxYABA6DRaDBq1CgMGDAAEydONJrKGR0djUePHuHs2bNYt24dQkNDIYoiBEHAtGnT0KJFi1LHUqY74z7pxIkTmDVrFs6dO5fTeZ5dcXPDGDBgAHbu3AmFQmHyfbkzLj2JO+NSeRNFEQsWLMCiRYvynZsyZQr++9//lnorcyKqnHJfk5rOWAK5spQ742qy8O/n3Bm3Mti9ezfGjx+PtLQ0o5y3MLm58KhRo7Bp0yaTnvM05TKin6t79+74+++/cebMGQQFBSE0NBSPHz8GADRt2hTDhw/HiBEjyjMkIqJSMxgMeOedd/DNN9/kOzd79mwsW7bMLH+wiYio8hg0aBAuXbqEt99+O98eUYIg4Mmx9ho1amD+/Pl47bXXzBZDuSb6ubp27YquXbtaomsiIrPKzs7GxIkT8dtvv+U7t2zZMrz//vsWiIqIKiJzLKblYtzKpVGjRti7dy9u3ryJPXv24NSpU3jw4AFSUlJga2sLNzc3tG7dGj169EBgYGCxd9F9Gosk+uZmMBgsHQIRVUNqtRqjRo3Kt/eHIAj4/vvvMXXqVAtFRkQVEufoV1stWrQwy5z74qoSiT4RUXlLTU3FoEGDcOzYMaN2hUKBDRs2YNSoURaKjIgqLCb6VM6Y6BMRFVN8fDwCAgJw4cIFo3YbGxvs2LED/v7+FoqMiIgsTavV4uzZszh58iSio6ORmJiI5ORkODg4wN3dHTVr1kTPnj3x7LPPmn2qzpOY6BMRFcP9+/fh5+eHf/75x6jdyckJQUFB6Natm4UiI6KKjnP0q7bIyEgsXboUGzduhEajeer1tra2GD16ND788MMy20OqzDfMIiKqKm7fvo3nnnsuX5Lv6emJv/76i0k+ERVNNNODKpxFixahefPm+OWXX5CVlQVRFJ/6yMjIwJo1a9C0aVPMmzcvXxUec+CIPhGRCS5fvoz+/fsjNjbWqL1u3boICQlB06ZNLRQZERFZisFgwOjRo/HHH38YJer29vbo3Lkz2rdvDzc3N7i4uECtViMhIQF37tzB8ePHERUVBVEUodVqsXz5cly+fBlbtmwx6/4ITPSJiJ7i5MmTGDhwIFJSUozamzdvjpCQENSuXdtCkRFRZcKpO1XPJ598gm3btkl7pbRo0QLvv/8+xowZ89T59zdu3MCyZcuwdetW6HQ6HDhwAIMHD8bhw4chk5ln0g2n7hARFSE4OBj9+vXLl+S3b98eJ06cYJJPRKbj1J0q5eLFi1i8eLGU5E+aNAmXLl3Cyy+/bNIi21atWmHDhg04cuQIvL29IYoijh8/jpkzZ5otRib6RESF2Lp1KwYNGgS1Wm3U3rNnTxw5cgTu7u4WioyIiCxt1apV0Ov1AICxY8fip59+glKpLPZ9unXrhjNnzsDT0xOiKOLrr79GaGioWWJkok9EVIAff/wRo0ePhk6nM2oPDAxEcHCwWedQElE1wRH9KuPhw4fYvn07BEFAnTp18MMPP5TqfnXr1jWaAvTJJ5+YI0wm+kRET1q+fDlee+21fBUQxo0bh+3bt8PGxsZCkRFRZSaY6UGWd/jwYWkgaPr06WZ5XejevTuGDRsGURSxe/duREVFlfqeTPSJiP6fKIp4//33MWfOnHznpk2bhvXr10OhUFggMiIiqkj+/vtvAIAgCHjllVfMdt9Zs2YByHk9CgkJKfX9mOgTEQHQ6/V47bXXsGLFinznPv74Y3z99ddmq4JARNUUp+5UGRcvXgQANGvWDC4uLma7b8eOHaX7HTlypNT346sWEVV7Wq0Wo0ePxk8//ZTv3BdffIGFCxdK8yaJiEoqt7xmaR9keXFxcRAEAW3btjXrfQVBwLPPPgtRFHHz5s1S34919ImoWsvIyMDw4cNx4MABo3aZTIY1a9aY9SNZIqrmzDEiz0S/QkhOTgYAuLm5mf3eNWvWBADEx8eX+l5M9Imo2kpOTsbAgQNx6tQpo3Zra2ts3boVQ4YMsUxgRERUoeXureLs7Gz2e+e+eUhISCj1vZjoE1G19PjxY/Tv3x9Xrlwxarezs8OuXbvw/PPPWygyIqrSOCJfJej1egiCYNLGWMWVW4tfo9GU+l5M9Imo2rl79y78/PwQHh5u1O7i4oLg4GB07tzZQpERUVVmjjn2nKNPxcFEn4iqlbCwMPTr1w8xMTFG7d7e3jh48CCeeeYZC0VGRERkXkz0iajaOH/+PAICAvLNe2zYsCEOHTqEBg0aWCgyIqoWuBi3yrl+/Tp+//13s9/TXJjoE1G18NdffyEwMBDp6elG7T4+Pjhw4AC8vb0tFBkRVReculP1bN++Hdu3b7d0GIViok9EVd7u3bsxcuTIfAubunTpgr1798LV1dVCkRERUWUlihX/XRcTfSKq0jZs2IBXX30Ver3eqN3Pzw87d+6EnZ2dhSIjomqHU3eqjAkTJlg6BJMw0SeiKuubb77B22+/na99+PDh2Lhxo1TCjIioPHDqTtWxdu1aS4dgEpmlAyAiMjdRFLFo0aICk/yJEydiy5YtTPKJiKjK44g+EVUpBoMBM2bMwFdffZXv3MyZM7Fy5UoIgmCByIio2uPUHSpnTPSJqMrQ6XSYPHky1q9fn+/cp59+irlz5zLJJyLLYaJP5YyJPhFVCVlZWRg9ejT+/PNPo3ZBEPDdd9/hP//5j2UCIyL6f5yjT+WNiT4RVXppaWkYMmQIjhw5YtRuZWWFX3/9FaNHj7ZQZERERJbDRJ+IKrWEhAQEBATg/PnzRu0qlQp//PEHXnjhBQtFRkT0BE7doXLGRJ+IKq2YmBj069cPYWFhRu2Ojo7Ys2cPevToYaHIiIjyE0QRQik3WSrt86l6YaJPRJVSeHg4/Pz8cPfuXaN2Dw8P7N+/H76+vpYJjIiIqIJgok9Elc7Vq1fRr18/PH782Ki9Tp06CAkJQbNmzSwUGRFRETh1h8oZE30iqlTOnDmDAQMGIDk52ai9adOmCAkJQd26dS0TGBHRU7DqDpU37oxLRJXGwYMH0bdv33xJfrt27XDixAkm+URERHkw0SeiSuGPP/7AwIEDkZmZadTevXt3HD16FJ6enhaKjIjIRKKZHkQmYqJPRBXemjVrMGrUKGRnZxu1DxgwAPv374eTk5OFIiMiMl3u1J3SPsrC3r178e2335bNzclimOgTUYW2atUqTJ48GQaDwag9dxdcW1tbC0VGRFT5qdVqvPvuuwgMDCxRop+VlYVff/0V/fr1Q926daFSqVC7dm34+flh3bp10Gq1xbrfjRs38O6778LHxwfOzs5wdHREq1at8M477+QrpVzesVVGgiiyICtVPampqXByckJKSgocHR0tHQ6VgCiK+OCDD7B06dJ85/7zn//g22+/hUzGsQoiqvhyX5N8X/oUcmtVqe6l12bh0pYPzPL6tmvXLrzzzjtSmeJmzZrhn3/+Mfn5YWFhGDVqFK5fv17oNR06dMC2bdtQv379Iu9lMBiwePFiLFq0CHq9vsBrFAoFli1bhhkzZpRrbJUZq+4QUYVjMBjw5ptv4vvvv8937oMPPsAnn3wCQRAsEBkRUclVlKo7+/btwyeffIK///67xPe4e/cuevTogYSEBAA5e5gMHDgQHh4euHXrFvbu3QudTocLFy6gf//+OH/+fJFvTGbPno3PPvtM+rpXr17w9fVFZmYmQkJCEBERgezsbMycORO2trZ4/fXXyy22yoyJPhFVKNnZ2ZgwYQI2b96c79yqVaswc+ZMC0RFRGQGFq6j//HHH2Pjxo2IjIyU2jw9PREbG1u8EEQRI0aMkBLpcePG4ccff4SNjY10TVhYGPz9/REdHY1///0XM2fOxE8//VTg/Xbv3i0l+S4uLvjzzz+NdjbX6/WYN28eVqxYAQCYPn06+vfvjwYNGpR5bJUdP/cmogojMzMTQ4YMyZfky2QyrFmzhkk+EVEpfPLJJ0ZJ/vjx47F///5i3+ePP/7AxYsXAQDPPvss1q9fb5RIA0DLli2xY8cOaYrl+vXrER0dne9eudM0c23evNkoyQcAuVyO5cuXIzAwEACg1WqlpL8sY6sKmOgTUYWQkpICf39/7Nu3z6hdoVBg69atmDhxooUiIyIyn4pQccff3x9nzpzBr7/+ChcXl2I/f+XKldLx559/Xuh6qQ4dOmDEiBEAcj6t3bBhQ75rgoODpXn0/v7+6N+/f6H9Ll++XDresGFDgYtpzRlbVcBEv5ILCQnB6NGj0aRJE9ja2sLDwwOdOnXCsmXLEBcXZ9a+7t69i48++gjt2rWDm5sb7Ozs0LRpU0yePBlnz5416R6hoaEQBMHkx3vvvWfWfwNVTLGxsejVqxdOnDhh1G5ra4u9e/dKf4yJiCo1UTTPo4Tmz5+PmzdvIjg4GF26dCnRPR48eIALFy4AAFq1aoXOnTsXef3LL78sHRf06cGff/4pHU+ePLnIe7Vo0QIdOnQAAGRkZODkyZNlGltVwES/kkpOTsbw4cPRr18/bNmyBeHh4VCr1YiPj8f58+cxd+5c+Pj44PDhw2bp74cffkDLli2xePFiXL58GYmJicjMzMTt27exZs0adO3aFbNmzcpXAvFJSUlJZomHqo579+6he/fuuHz5slG7s7MzDh06BD8/P8sERkRUxSxYsADNmzcv1T327duH3IKN/fr1e+r1PXr0kEbVz5w5k28/lNxPcQVBwPPPP//U+/Xq1Us6Pn78eJnGVhVwMW4lpNVq8cILL+D06dMAAKVSiYEDB6JRo0Z4/Pgxdu3aheTkZDx+/BiBgYE4deoU2rVrV+L+vv32W7z11lvS1x07dpRGAo4fP44rV65AFEWsWrUKcrkcy5YtK/ReiYmJ0vHIkSPRokWLIvt+9tlnSxw3VXz//PMP/Pz8cP/+faP2GjVq4ODBg/Dx8bFQZERE5ldRqu6URt5BGVM+FXBwcECzZs1w8+ZN6HQ63L17F02aNAEAxMfHIyYmBgDQvHlzODs7P/V+HTt2lI5v375dZrFVFUz0K6E5c+ZISX6bNm0QFBSE2rVrS+dTUlIwbNgwHDlyBGq1GqNHj0ZYWFiJao5funRJqlerUqnw66+/4sUXXzS65ptvvsH06dMhiqK0WOa5554r8H55R/QnTZpk0jtuqpouXbqE/v37Iz4+3qi9QYMGCAkJQaNGjSwUGRFRGbFw1R1z+Pfff6VjU/9O169fHzdv3gSQk5znJtMlvVeuJxN9c8ZWVXDqTiVz//59rF69GkDO1Ib9+/cbJfkA4OTkhD///BO1atUCANy6dQvbtm0rUX8fffSR9FHWl19+mS/JB4C33noL06ZNk75evHhxoffLO6JfkgVAVDUcP34cvXr1ypfkt2zZEidPnmSST0RUQeWt2lOnTh2TnpObjwAw+rtvznuVxf2qAib6lczXX38NjUYDIGdkv0aNGgVe5+DgYFSuas2aNcXuKywsTJo716JFC0ydOrXQaxcuXAilUgkgZ0FL7kdxT8o7os9Ev3rau3cv+vfvj7S0NKP2Tp064fjx46hZs6aFIiMiKluCwTwPIGe33byP3NygrKWmpkrHTk5OJj3HwcFBOs7IyCiTe5XF/aoCJvqVTO7qdLlcjldeeaXIa1966SUoFAoAOSOomZmZJeoLyJlmU9ROpC4uLlJ9WwA4cOBAgdcx0a/eNm3ahCFDhiArK8uovU+fPjh06BDc3NwsFBkRUTkQzfRAzoi1k5OT9Fi6dGm5/BNyk2FBEKQBvqdRqVTScd5cJG9infeaktzL3LFVFUz0K5GIiAhpPlrr1q3h5eVV5PUuLi5o06YNAECj0eDcuXPF6i9vPXNTKp8UtRI+V+7UHUEQTFp0Q1XH6tWrMW7cOOh0OqP2IUOGYO/evUajKkREVLTo6GikpKRIj7lz55ZLv7kDNVZWpi/zlMvlBR7nHfTJHZgs6b3MHVtVwUS/EgkNDZWOTa1/W9Tq9Ke5cuUKAMDOzg7PPPOMWfrKHdF3cHCokr9QlJ8oivj000/x5ptvSmXPcr3yyivYtm2bySM5RESVWWk3y8pbtcfR0dHoYeoIdmnl7jKbnZ391JLaudRqtXScd1An7461pk49Kuxe5o6tqmCiX4mYe3V6UR48eID09HQAOVVQTKnYY0pfuSP6nLZTPYiiiFmzZuHDDz/Md+6dd97BmjVrijXyQkRUqVl4wyxzsLe3l47zJslFyTslJm8ynfdepk6bKexe5o6tqmCiX4mU52rykvTl4eEBa2trAEBCQkKB1+SO6EdFRUm73yqVStSoUQPdunXDvHnzjN7QUOWl0+kwefJkfPbZZ/nOLVq0qMityYmIqiJzjuhbSt61VI8ePTLpOXkLdNSrV69M7lUW96sK+CpbiZTnavKS9CUIAuzs7AAABoOhwHfTectr5tJqtXj8+DFOnTqFpUuXonnz5pg4caL0iYIpNBpNvgoEZDkajQajRo3CL7/8ku/c119/jY8++qjIxd1ERFQxNWvWTDq+e/euSc+JioqSjvNulFnae7Vs2bLMYqsq+Jl5JWLu1enm7qug/vLOvwNyqvc4OjpKX+t0OiQnJyMsLAxnzpxBVlYWRFHE2rVrce3aNfz111/Sm4eiLF26FAsXLjQ5Tio76enpGDp0KA4dOmTULpfLsW7dOowbN85CkRERWVgV2DCrZcuW2LlzJ4CcjQ+ff/75Iq9Xq9UICwsDkDMVOG8O0LRpU8jlcuj1ely5cgV6vf6p6/cuXLggHecWHCmL2KoKjuhXIuZenW7uvkzp7/PPP8eCBQukx+LFi/Htt9/iyJEjePDgAebMmSM978KFC3j33XdN6nfu3LlG1Qeio6NNjpnMJzExEX379s2X5CuVSuzcuZNJPhFVa1Vh6k7v3r2l4yNHjjz1+pMnT0obbw4cONDonEqlQteuXQEAaWlpRkl8YY4ePQoAkMlkCAgIKLPYqgom+mWkfv360hz0kjwK+oEz9+r0opSkryf7y7soxhQuLi5YunQpfvjhB6ntl19+MfpYrTBKpTJfBQIqXw8fPkTPnj1x9uxZo3YHBwfs37/faJ8FIiKqnHr06CGVxw4JCXnqwNq6deuk42HDhuU7P3jwYOm4oOmeed2+fRunT58GAHTv3h0eHh5lGltVwES/EjH36nRz9wX8L9G3sbEpcTWVSZMmoWfPngAAvV6PPXv2lOg+VH4iIyPRrVs3XL9+3ajdzc0NR44cMdpjgYio2qoCVXcUCgUmTpwIIOc1es6cOYVee/HiRWzduhVATgnugl4Lxo8fD1tbWwA5ifeTryN5zZo1SzqePXt2mcdWFXCOfhn58ssvi7WY9Em1a9fO11aeq8lL0ldSUpL0pqC0K9dffPFFHDt2DIDx/gFU8Vy/fh39+vXDw4cPjdpr1aqFkJCQKrm4iYioJMwx9cbSU3eAnCT7p59+QlpaGjZt2oT69etj0aJFRlN2r127hqFDh0Kv10MQhEJ37vXy8sK0adOwYsUKaLVaDB48GHv27DFaaJubtO/atQtAzsj9gAEDyjy2qoCJfhkZMmSI2e9p7tXpFaWvguTdJ6A4ZUGpfJ09exYBAQFS2dRcjRs3xqFDh6pkqTIiourOy8sL69evx/DhwyGKIpYsWYJNmzahf//+cHJyQlhYGIKDg6HX6wEACxYsKHJh7KJFi3Ds2DGcPXsWkZGRaN26NQICAtCiRQukpqZi//79Uo5Rs2ZNbNmypdxiq+yY6FcieZPnS5cumfScolanF8XR0RG1atVCTEwM7t+/j9jYWHh6epZJXwXRarXScXHn+lP5OHToEIYMGZKvbGubNm1w4MABeHl5WSgyIqIKqgpU3ck1dOhQ/Pbbb3jttdeQnp6Ou3fvGq2xA3Km0ixevNhoyk1BlEolgoKCMHbsWBw8eBB6vR5BQUEICgoyus7X1xdbt26Ft7d3ucVW2XGOfiXStWtXqXzlqVOnjJLhgqSnp0vJt4+PD+rWrVus/vKuXs9d5V6UvNeUdvX6tWvXpGNTN+yi8rNjxw688MIL+ZL85557Dn/99ReTfCKiAlSFqjt5jRkzBtevX8ecOXPwzDPPwMHBAY6OjmjVqhXeffddXL16FbNnzzZp3xR3d3fs378f27Ztw4ABA1C7dm1YW1ujdu3a6NevH3799VecOXMGjRs3LvfYKjNBFC28qoOKZeDAgdi7dy8AYNOmTRg9enSh1/7000+YOnUqAGD+/PlYsGBBsfr6448/8OKLLwIA+vXrhwMHDhR6bUpKCmrWrInMzEzUr18fd+7cKVZfeen1ejzzzDP4559/AOSMHBf3Y7XU1FQ4OTkhJSWFFXjMbO3atZg8eTIMBoNRu7+/P7Zv3y4tqiIiohy5r0nP9l8EK4Xpe9MURJedhdMHPubrG5mEI/qVzGuvvSYdf/zxx4VWxElLS8Mnn3wCALCzs8Mbb7xR7L4CAwNRq1YtAMDBgwdx8ODBQq+dP3++FEthH4MVtFNuQRYtWiQl+U2aNJEq8JDlffHFF5g4cWK+JH/UqFHYtWsXk3wioqIYRPM8iEzERL+SCQwMRKdOnQAA4eHhGDZsGFJSUoyuSUpKwpAhQ6T6sTNnzixwfn1kZCTat28PFxcXLFu2LN95pVKJDz74QPp67NixOHnypNE1oijiyy+/xNdffw0gZxHm5MmTC4x95cqVmDBhAm7cuFHg+fj4eLz++utYtGgRAEAQBHzxxRclLtNJ5iOKIj7++GPMmDEj37nXXnsNGzduhLW1tQUiIyKqREQzPYhMxKk7lVBkZCQ6duyIxMREADkLZwcNGiQtnt21axfS0tIAAH5+fggODi5wl9px48Zh48aN0tfh4eFG1W6AnARv+PDh0pbSANCnTx+0a9cOWVlZOHr0qLR9tIODA86cOYNWrVoVGPeCBQuwcOFCADkLi7t06QIvLy9kZWXh5s2bOHbsmNGo/8qVK/Hee++V5FvEqTtmZDAYMH36dHz77bf5zs2ZMwdLliyp8nMciYhKI/c16bm+C2FlVcqpO7osnDo0n69vZBIOlVZCDRs2xKFDh/Diiy8iIiICqamp+O233/JdN3bsWHz//fcFJvmmEgRBWrme28eRI0fybS3dsGFDbN26tdAkH8jZrjpXWFiY9AbhSbVr18bq1au5k2oFkJ2djVdffdXoDWGuZcuW4f3337dAVERERGQKJvqVVLt27RAaGoq1a9diy5YtuH37NjIyMlCzZk107twZkyZNQp8+fYq8x6JFi3Dz5k1ERERgzpw5+Ubzc9na2mLDhg0YP348fvrpJ5w/fx6PHj2Cq6srmjRpgpdeegnjx49/ahnM999/H3Xq1MHevXtx7do1PHjwAGq1Gra2tvDy8kKnTp0wYMAAjBw5EgqFosTfGzIPtVqNkSNH5itvJggCfvjhB0yZMsVCkRERVVLm2NmWEzGoGDh1h6okTt0pndTUVAwaNEjanTiXQqHAb7/9hpEjR1ooMiKiyif3NalbnwVmmbpz8sgCvr6RSTiiT0RG4uLi4O/vn29TNhsbG+zYsQP+/v4WioyIiIiKg4k+EUmio6PRr18/qbxpLicnJ+zduxfPPfechSIjIqoCqtDOuFQ5MNEnIgDAv//+Cz8/P9y7d8+o3dPTEwcPHkSbNm0sFBkRUdUgiCKEUs6YLu3zqXphHX0iwuXLl9G9e/d8SX69evVw8uRJJvlERESVEEf0iaq5kydP4oUXXkBqaqpRe4sWLXDw4EHUrl3bQpEREVUxhv9/lPYeRCZiok9Uje3btw8jRoww2qgMADp06IDg4GC4u7tbKDIioqqHU3eovHHqDlE1tXXrVgwePDhfkt+rVy8cPnyYST4RkbmJZnoQmYiJPlE19MMPP2D06NHQ6XRG7YMGDUJwcDBrMxMREVUBTPSJqplly5bh9ddfx5N75Y0fPx7bt2+HSlW6zVyIiKgQuTvjlvZBZCIm+kTVhCiKeP/99zF37tx859566y2sW7cOVlZctkNEVFYE0TwPIlPxVZ2oGtDr9Xj99dfx888/5zs3f/58zJ8/H4IgWCAyIiIiKitM9ImqOI1Gg/Hjx2Pbtm35zn355ZeYPn26BaIiIqqGzDH1hlN3qBiY6BNVYRkZGRg2bBgOHjxo1C6Xy7FmzRpMmDDBQpEREVU/giHnUdp7EJmKiT5RFZWUlISBAwfi9OnTRu3W1tbYunUrhgwZYpnAiIiIqFww0Seqgh49eoT+/fvj6tWrRu12dnbYvXs3+vTpY6HIiIiqMU7doXLGRJ+oirl79y78/PwQHh5u1O7q6org4GB06tTJQpEREVVz5tjwink+FQMTfaIqJCwsDH5+fnjw4IFRe82aNXHw4EG0atXKQpERERFReWOiT1RFnD9/Hv7+/khMTDRqb9SoEUJCQtCgQQMLRUZERAAgiCKEUk69Ke3zqXphok9UBRw9ehSDBg1Cenq6UbuPjw8OHDgAb29vC0VGREQSztGncsadcYkquV27diEgICBfkt+1a1ccO3aMST4RUUUhAjCU8sE8n4qBiT5RJfbrr79i+PDh0Gg0Ru39+vVDSEgIXFxcLBQZERERWRoTfaJK6uuvv8aECROg1+uN2keMGIHdu3fDzs7OQpEREVFBcufol/ZBZCom+kSVjCiKWLhwIaZPn57v3KRJk7BlyxYolUoLREZEREUS8b95+iV+WPofQZUJF+MSVSIGgwHvvvsuvv7663zn3nvvPaxYsQKCIFggMiIiIqpomOgTVRI6nQ6TJk3Cr7/+mu/ckiVLMGfOHCb5REQVGavuUDljok9UCWRlZeGll17Crl27jNoFQcDq1avx+uuvWygyIiIymQFAacdjDOYIhKoLJvpEFVxaWhoGDx6Mo0ePGrVbWVlhw4YNeOmllywUGREREVVkTPSJKrCEhAQEBATg/PnzRu0qlQrbt2/HgAEDLBQZEREVF3fGpfLGRJ+ogoqJiUG/fv0QFhZm1O7o6IigoCB0797dQpEREVGJcI4+lTMm+kQVUHh4OPr27YuoqCijdg8PDxw4cADt2rWzUGRERERUWTDRJ6pgrly5gv79++Px48dG7XXq1MGhQ4fQtGlTC0VGRESlwhF9KmdM9IkqkNOnT+OFF15AcnKyUXuzZs0QEhKCOnXqWCYwIiIqPSb6VM6Y6BNVEAcOHMCwYcOQmZlp1O7r64v9+/fDw8PDQpEREZFZsLwmlTOZpQMgImDbtm0IDAzMl+T36NEDR44cYZJPRERExcZEn8jCfv75Z7z00kvIzs42an/hhRewf/9+ODk5WSgyIiIyp9zymqV9EJmKiT6RBa1cuRJTpkyBwWD8WeyYMWOwc+dO2NjYWCgyIiIyu9w5+qV9EJmIiT6RBYiiiLlz52L27Nn5zr3xxhvYsGEDFAqFBSIjIiKiqoKLcYnKmV6vx7Rp0/D999/nO/fhhx9i0aJFEITSrtYiIqIKxyACQilH5A0c0SfTMdEnKkdarRYTJkzAli1b8p377LPPMGPGDAtERURE5YLlNamcMdEnKieZmZkYMWIEgoODjdplMhl++uknTJw40UKRERERUVXERJ+oHCQnJyMwMBAnT540are2tsamTZswfPhwC0VGRETlxxyLaTmiT6Zjok9Uxh4/fgx/f39cvnzZqN3Ozg47d+6En5+fZQIjIqLyxak7VM6Y6BOVoaioKPj5+eH27dtG7S4uLti3bx+6dOliociIiIioqmOiT1RG/vnnH/j5+eH+/ftG7TVq1MDBgwfh4+NjociIiMgiDCJKPfWGVXeoGJjoE5WBixcvwt/fH/Hx8UbtDRo0wKFDh9CwYUMLRUZERBYjGnIepb0HkYmY6BOZ2bFjxxAYGIi0tDSj9latWuHgwYOoWbOmhSIjIiKL4hx9KmfcGZfIjIKCguDv758vye/UqROOHTvGJJ+IiIjKDRN9IjPZuHEjhgwZgqysLKP2559/HocPH4abm5uFIiMiogrBIJrnQWQiJvpEZvDdd99h3Lhx0Ov1Ru1Dhw7F3r17YW9vb6HIiIiowsidulPaB5GJmOgTlYIoili8eDGmTZuW79wrr7yC33//HUql0gKRERERUXXHxbhEJSSKImbOnIkvvvgi37l3330Xq1atgkzG99JERPT/RJhhMa5ZIqFqgok+UQnodDpMnToVa9euzXdu8eLFmDdvHgRBsEBkRERUYbHqDpUzJvpExaTRaDBmzBjs2LEj37lvv/0Wb775pgWiIiIiIjLGRJ+oGNLT0zFkyBAcPnzYqF0ul2P9+vUYO3ashSIjIqIKz2AAUMoNrwzcMItMx0SfyESJiYkYMGAAzp49a9SuUqnw+++/IzAw0EKRERFRpcCpO1TOmOgTmeDBgwfo168fbty4YdTu4OCAPXv2oGfPnhaKjIiIiKhgTPSJniIyMhJ9+/bFnTt3jNrd3d2xf/9+tG/f3kKRERFRpcIRfSpnTPSJinD9+nX069cPDx8+NGqvXbs2QkJC0Lx5cwtFRkRElY5BRKnrY3JnXCoGJvpEhfj7778xYMAAJCUlGbU3adIEISEhqFevnoUiIyKiykgUDRDF0i2mLe3zqXrhbj5EBTh06BD69u2bL8lv27YtTpw4wSSfiIiIKjyO6BM9YceOHRg9ejS0Wq1Re7du3bBnzx44OztbJjAiIqrcRLH0U284R5+KgSP6RHn88ssvePHFF/Ml+QEBAThw4ACTfCIiKrncxbilfRCZiIk+0f/7/PPPMWnSJBie2Ixk1KhR+PPPP2Fra2uhyIiIiIiKj4k+VXuiKOKjjz7CzJkz8517/fXXsXHjRlhbW1sgMiIiqlIMBvM8iEzEOfpUrRkMBrz99tv47rvv8p2bO3cuPv30UwiCYIHIiIioyhHNUF6TU3eoGDiiT6Vy6tQpLF682NJhlEh2djbGjx9fYJK/fPlyLFmyhEk+ERERVVpM9Cu5kJAQjB49Gk2aNIGtrS08PDzQqVMnLFu2DHFxcWXWr06nw7Jly9C7d+8SJfp6vR47duzA4MGD0bBhQ9jY2MDb2xvdu3fHt99+i7S0tDKI+n/UajWGDh2KTZs2GbULgoAff/wRs2fPLtP+iYio+hENBrM8iEwliCI/A6qMkpOTMWnSJOzYsaPQa7y8vLBx40Y8//zzZu37xIkTePPNN3Ht2jUAgFKpRFZWlsnPv3//PsaOHYvjx48Xek3jxo2xbds2tG3btkQxpqamwsnJCSkpKXB0dDQ6l5KSgkGDBuXrX6FQYOPGjXjxxRdL1CcREVFBcl+T+tiMgpVQujVfOlGLI+qtBb6+ET2Jc/QrIa1WixdeeAGnT58GkJNoDxw4EI0aNcLjx4+xa9cuJCcn4/HjxwgMDMSpU6fQrl27UvebO01n//79Jb5HcnIyevfujfDwcACAg4MDAgMDUbt2bdy7dw+7du2CWq1GeHg4+vXrh4sXL6JOnTqljj1XXFwc/P39cenSJaN2W1tb7NixA/379zdbX0RERESWxES/EpozZ46U5Ldp0wZBQUGoXbu2dD4lJQXDhg3DkSNHoFarMXr0aISFhUEmK9lMrW+//RY//vijNIIPAB4eHiWaGjRx4kQpye/bty9+//13uLi4SOcfPHgAf39/XLt2DXFxcZg4cSJCQkJKFPeToqOj4efnh1u3bhm1Ozs7Y+/evXj22WfN0g8REVGBDCIgcDEulR/O0a9k7t+/j9WrVwPISVD3799vlOQDgJOTE/7880/UqlULAHDr1i1s27atxH2uWrXKKMkPCAjAxYsXi32f8+fPY+fOnQCAhg0bYteuXUZJPgDUrFkTQUFBsLOzAwAcOnQIZ8+eLXHsuf79918899xz+ZJ8Ly8vHDt2jEk+ERGVPVEEREMpH0z0yXRM9CuZr7/+GhqNBkDOyH6NGjUKvM7BwQEffPCB9PWaNWtK3fezzz6L4OBg7Nu3r0TTaVauXCkdL1mypNANqOrWrYs333xT+rq0sYeGhqJbt26Ijo42aq9Xrx5OnDiB1q1bl+r+REREphANolkeRKbiYtxKpmnTprh9+zbkcjliYmLg5eVV6LVJSUnw8vJCdnY2lEolEhMTS7S768qVK9GnTx+0b9/eqD239KQpi3G1Wi3c3NyQnp4OV1dXPHz4sMhNqG7cuIFnnnkGQE7iHxUVVayYcxc+BQcHY9SoUUhNTTU636JFC4SEhEifehAREZWV3Nek3lYjYCUoSnUvnZiNo7o/uBiXTMIR/UokIiICt2/fBgC0bt26yCQfAFxcXNCmTRsAgEajwblz50rU76xZs/Il+cV1/PhxpKenAwB69uz51J1mW7VqBQ8PDwDAvXv3cPfu3RL1O2TIkHxJfseOHXH8+HEm+UREVL5KPW3n/x9EJmKiX4mEhoZKx126dDHpOR07dpSOc98kWMLly5elY1Nj79Chg3Rc0thzpznl6t27Nw4fPgx3d/cS3Y+IiKikOHWHyhsT/Urk33//lY4bNWpk0nPq168vHVsy0a8IsQ8ePBj79u2Dg4NDqe9FREREVNGxvGYlEhkZKR2buhg27/SU+Ph4s8dkqrKOXaPRGI3ep6SkGJ1/6aWX8N1330Gr1UKr1ZrUPxERVS8ODg7S+rOyoBM1pZ56o0O2maKh6oCJfiWSd665k5OTSc/JO3qdkZFh9phMVdaxL126FAsXLiz0/JYtW7BlyxaT+iUiouopNjZWWh9mTtbW1qhRowZOPtpnlvvVqFHjqWvdiAAm+pVK3mRXpVKZ9Jy812VmZpo9JlOVdexz587FjBkzpK+Tk5NRr1493Lt3z+Q3FkRVXWpqKurUqYPo6GhW6yDKI/d3o6ySZ5VKhTt37pjtE2Vra2uTX0upemOiX4nkLWGpUJhWnksulxd4XN7KOnalUgmlUpmv3cnJiQkN0RMcHR35e0FUgLKctqNSqZicU7njYtwyUr9+fQiCUOLHwIED893TxsZGOn6ymkxh1Gq1dGzJRaiVOXYiIiKiyoiJfiVib28vHZs6DSfvdZZMlitz7ERERESVEafulJEvv/xS2iCqJGrXrp2vzc3NTTp+9OiRSfeJiYmRjuvVq1fieErrydhbtWr11OeUJnalUon58+cXOJ2HqLri7wVRwfi7QVUVE/0yMmTIELPfs1mzZtKxqTvFRkVFScctW7Y0d0gma9asGfbty6k2UB6xK5VKLFiwoFjPIarq+HtBVDD+blBVxak7lUjeZPfSpUsmPefChQvScZs2bcwek6lKE7tKpTJ6k0NERERET8dEvxLp2rWrtGL/1KlTTy3TlZ6eLiXLPj4+qFu3bpnHWJg+ffpIx0eOHHnq9bdv35am7vj5+bFeMBEREVExMdGvROzs7PD8888DyNn5dfv27UVev3nzZqnCzbBhw8o8vqI0bNhQmpf/zz//4MyZM0Vev27dOunY0rETERERVUaCKIqipYMg0+3ZsweDBg0CADRu3BhXrlyBra1tvuvS0tLQqlUrREdHw87ODpGRkfD09DRrLLn1hpVKpVGd/MJ88803ePvttwEA3bp1w7FjxyCT5X+vGR0djVatWiEtLQ21a9dGeHg4F0gRERERFRNH9CuZwMBAdOrUCQAQHh6OYcOGISUlxeiapKQkDBkyBNHR0QCAmTNnFpjkR0ZGon379nBxccGyZcvKPPapU6eiTp06AICTJ09i4sSJ+WrqR0dHY+DAgUhLSwMALFq0qMIn+adOncLixYstHQYREVnA/fv3sXDhQty/f9/SoRDlwxH9SigyMhIdO3ZEYmIigJxdLgcNGoRatWohJiYGu3btkhJlPz8/BAcHF7iz7Lhx47Bx40bp6/DwcDRq1MjkOIo7og8AZ8+eRc+ePaUE39PTEwMHDoSHhwciIyOxe/du6dyrr76KX3755an3DAkJwS+//IILFy4gJiYGdnZ2aNCgAYYNG4ZJkybBw8PD5H9Tceh0OqxatQoff/wxZDKZyd8DopK6ceMGfv75Zxw6dAjR0dEwGAyoU6cO/Pz8MHXqVLNV1kpNTcWGDRuwdetWREREICEhATVq1EDr1q0xYcIEDBs2rEx3ECUqrvL63XjSnj17MHnyZMTGxuLMmTPo0qVLmfRDVGIiVUqXLl0SGzVqJAIo9DF27FgxLS2t0HuMHTvW6Prw8PBixZD7PKVSWaznhYSEiJ6enoXGLQiCOGPGDFGr1RZ5n6SkJHHYsGFFfg+8vLzEQ4cOFSs+Uxw/flz08fEp8feAqDj0er24cOFCUS6XF/qzrlAoxM8++6zUfZ08eVKsU6dOkb9X/fv3F+Pj483wLyMqnfL83cjr7t274pAhQ4z6OXPmjFn7IDIHJvqVWGpqqvjVV1+JXbt2Fd3d3UUbGxuxUaNG4pgxY8TDhw8/9fkRERGir6+v6OTkJC5durTY/ZcmyY2NjRUXL14s+vr6ii4uLqKdnZ3YrFkzcerUqeL58+ef+nyNRiM+++yzRjEMHz5cnD17tjhhwgTR2dlZOmdjYyNeunSp2DEW5OTJk6K/v3++FxIm+lSWZs6cafTz1qtXL3HGjBni66+/nu8N/3//+98S93P+/HlRpVJJ96pXr544ZcoU8b333hP9/PxEQRCkc927d3/qm3GislZevxu57ty5I7722muitbV1vtcBJvpUETHRp0rp3Xfflf64tmnTRoyOjjY6n5ycLPbp00e6plmzZqJery9xf998843RCD4A0cPDg4k+lbldu3ZJP2cuLi7isWPHjM7rdDpx9uzZ0jXW1tZiZGRksftJT083GsmfPXu2mJ2dbXTNiRMnjN5EL168uFT/NqLSKK/fDVEUxQMHDoh9+/YVZTKZdD8rKyvRxcWFiT5VaEz0qdKJjo4WlUqlCEB0dnYWHz58WOB1qampYq1ataQ/wlu2bClxn/Xq1TNK8gMCAsR79+4x0acyZTAYxGeeeUb6Odu/f3+h1wYGBkrXvf7668Xua8WKFdLzX3rppUKv2759u3Sdm5ubmJ6eXuy+iEqrPH83RFEUJ0yYYPQa0KJFC/H48eNiz549mehThcaqO1TpfP3119KC3Tlz5qBGjRoFXufg4IAPPvhA+nrNmjWl7vvZZ59FcHAw9u3bJ1UQIiorwcHBuH79OgDA398f/fv3L/Ta5cuXS8cbNmx46oZ6eRkMBnz++ecAALlcjlWrVhV67bBhw6TKXwkJCdi1a5fJ/RCZS3n9bjypfv36+O6773DlyhV07969xPchKi9M9KnS+fPPPwHkJCSvvPJKkde+9NJLUCgUAIDjx48jMzOzRH2++eabuHDhAk6dOgV/f/8S3YOouHJ/1gFg8uTJRV7bokULdOjQAQCQkZGBkydPmtzP33//jUePHgEAAgICUKtWrSKvf/nll6Xj/fv3m9wPkbmU1+9Grn79+mHv3r24ffs23njjDel1haiiY6JPlUpERARu374NAGjdujW8vLyKvN7FxQVt2rQBAGg0Gpw7d65E/c6aNQvt27cv0XOJSmrfvn0AckrZ5u6KXZRevXpJx8ePHy92P0BOSd6y6ofIXMrrdyPXmDFjMGDAAFhZWRX7uUSWxESfKpXQ0FDp2NR6xR07dpSOc98kEFV08fHxiImJAQA0b94czs7OT31OSX/WL1++LB2b8nvVsmVL2NnZAcjZ5O7Jje+IylJ5/m4QVXZM9KlS+ffff6VjUzf3ql+/vnTMP/BUWZTnz3px+xIEAXXr1gWQM78/IiLC5L6ISouvA0SmY6JPlUpkZKR0bOpi2LzzjePj480eE1FZKM+f9Tt37gAAbGxs4ObmVqZ9EZUWXweITMdEnyqV1NRU6djJycmk5zg4OEjHGRkZZo+JqCyU1896ZmYmdDpdsfopaV9E5sDXASLTMdGnSiXvH2iVSmXSc/JeV9KqO0Tlrbx+1kvST0n7IjIHvg4QmY6JPlUqWVlZ0rGp5c3kcnmBx0QVWXn9rJekn5L2RWQOfB0gMh0TfSoz9evXhyAIJX4MHDgw3z1tbGykY1MrfajVauk478e3RBVZef2sl6SfkvZFZA58HSAyHRN9qlTs7e2lY1M/fs17Hf/AU2VRXj/rJemnpH0RmQNfB4hMx50fqMx8+eWXSE9PL/Hza9euna8tb0WQ3J08nya33jIA1KtXr8TxEJWn8vpZV6lUsLW1RWZmJhITE5GdnW3SdAj+XpGl8HWAyHRM9KnMDBkyxOz3bNasmXR89+5dk54TFRUlHbds2dLcIRGVifL8WW/WrBlCQ0NhMBhw7949k2qT37t3DwDg6ur61B2qicyJrwNEpuPUHapU8v6BvnTpkknPuXDhgnTcpk0bs8dEVBaaNm0qLRq8cuUK9Hr9U59T0p/14v5ehYeHIzk5udj9EJlDef5uEFV2TPSpUunatatUJu3UqVPQarVFXp+eni79gffx8ZF28ySq6FQqFbp27QoASEtLM0pUCnP06FEAgEwmQ0BAgMl99e7dWzo+cuSIyf0AKHDRPFFZKs/fDaLKjok+VSp2dnZ4/vnnAQApKSnYvn17kddv3rxZqsowbNiwMo+PyJwGDx4sHf/yyy9FXnv79m2cPn0aANC9e3d4eHiY3M/AgQMhk+W8HGzZsuWpCxzXrVsHABAEAUOHDjW5HyJzKa/fDaLKjok+VTqvvfaadPzxxx8XmpSkpaXhk08+AZDzBuGNN94ol/iIzGX8+PGwtbUFkJNcX79+vdBrZ82aJR3Pnj27WP14eXlJa2qSk5Px6aefFnrtn3/+KSVNI0aMQIMGDYrVF5E5lNfvBlFlx0SfKp3AwEB06tQJQM5c4WHDhiElJcXomqSkJAwZMgTR0dEAgJkzZ8LT0zPfvSIjI9G+fXu4uLhg2bJlZR88UTF4eXlh2rRpAACtVovBgwcjLCzM6Bq9Xo9Zs2Zh165dAIAePXpgwIABRtdoNBoMHz4cDg4OGDlyZIFT3hYsWCDNe16+fDlWr16d75q//voLr776KgBAqVRi4cKFpf9HEpVAef5uEFVmgiiKoqWDICquyMhIdOzYEYmJiQAAR0dHDBo0CLVq1UJMTAx27dqFtLQ0AICfnx+Cg4ML3A1x3Lhx2Lhxo/R1eHi4SRVHcgmCACAn6cm7WyORuWg0GvTs2RNnz54FkLOrZ0BAAFq0aIHU1FTs379fqihSs2ZNXLhwAd7e3kb3+PnnnzFlyhSjrydNmpSvr6+++grvvPOO9HWrVq3Qq1cvqFQqhIaGGs3fX79+PV5++WVz/lOJiqU8fzcK06tXLxw7dgwAcObMGXTp0qW0/ywis2J5TaqUGjZsiEOHDuHFF19EREQEUlNT8dtvv+W7buzYsfj++++55TlVWkqlEkFBQRg7diwOHjwIvV6PoKAgBAUFGV3n6+uLrVu35ktkCpL7BvVJ06dPh06nw9y5c5GdnY0bN27gxo0bRtfY29tj9erVGD9+fMn/UURmUJ6/G0SVFUf0qVJLS0vD2rVrsWXLFty+fRsZGRmoWbMmOnfujEmTJqFPnz5FPj8yMlJ6szBnzhzMmTOnWP1zRJ/KiyiK2L59O9auXYurV68iNjYWnp6eaNmyJcaNG4dRo0bB2tq6wOdqNBqMGTMGBw8eREBAAH777bdCrwWAsLAwrF69GocOHcL9+/dhbW2NevXqITAwEFOmTEGdOnXK6p9JVGzl+bvxJI7oU0XHRJ+IiIiIqAriYlwiIiIioiqIiT4RERERURXERJ+IiIiIqApiok9EREREVAUx0SciIiIiqoKY6BMRERERVUFM9ImIiIiIqiAm+kREREREVRATfSIiIiKiKoiJPhERERFRFcREn4iIiIioCmKiT0RERERUBTHRJyIiIiKqgpjoExERERFVQUz0iYiIiIiqICb6REQV0PHjxyEIAuRyOdLT043OLVmyBIIgoFOnThaKjoiIKgMrSwdARET5Xbp0CQDQpEkT2NvbF3jO19e33ON6mvT0dGzcuBFBQUG4cuUK4uPjIZPJ4OXlBW9vb3Tu3Bk9e/ZEv379oFKpLB0uEVGVxkSfiKgCKiqZr6iJ/p49ezB16lQ8evRIarOzs4MgCIiMjERkZCROnTqFzz//HDExMahZs6YFoyUiqvo4dYeIqALKTebbt29v1J6UlIQ7d+4UeM6Sfv/9dwwdOhSPHj1C165dsWPHDiQkJCA9PR1paWmIi4vDzp07MW7cODRq1IhJPhFRORBEURQtHQQREf2PWq2Gg4MD9Ho9jhw5gt69e0vnDh8+jL59+0KhUCA9PR3W1tYWjDRHYmIiGjVqhOTkZIwcORKbN2+GTFb4OJJarYaNjU05RkhEVD1xRJ+IyAIuXryIcePGoVatWlCpVGjWrBmWLl0KnU6Hy5cvQ6/XAwDatWtn9Lzckf5WrVoVmuTfvn0bs2fPho+PD5ydnWFra4s2bdpg6dKlUKvVRcZ14sQJjBw5Et7e3rCxsUGzZs2wePFiaLVa7NmzB4IgwN7eHgaDQXrOjh07kJycDABYuHBhkUk+ACb5RETlhHP0iYjK2aJFi7BgwQLkfqDq6OiIf//9F/PmzcOpU6fg7+8PAGjUqBGcnZ2NnlvYlJ5cK1euxEcffQSNRgMAcHBwgEajwdWrV3H16lVs27YNR48ehZOTk9HzRFHEe++9h88//xwAIAiCFNdHH32E48ePo2/fvgCAtm3bGiXz//zzj3Ts7u5e0m8LERGZGUf0iYjK0YoVKzB//nxYWVnhww8/xMOHD5GSkoKkpCRMnz4de/fuxZIlSwAUvNj24sWLhZ776KOPMHv2bGRnZ2P27NmIjo5GamoqMjIysGHDBtjb2yM0NBTTpk3L99wFCxbg888/h0KhwCeffILY2FgkJycjKSkJb7/9NkJCQqQ3AU/2nfdNw5IlS6Q3GUREZGEiERGVi+PHj4symUwEIG7btq3Aa3r16iUCEAGIS5cuNTqXmpoqCoIgAhDPnDljdG779u0iAFEQBPH3338v8N4rVqwQAYhyuVxMTEyU2o8ePSrdt7C4nn32WSmutWvXGp27evWqaG1tLZ13c3MTX375ZXHdunVieHj4074tRERURjiiT0RUTmbNmgWDwYCXX34ZI0aMKPCaIUOGSMdPTs8JDQ2FKIqQy+Vo06aN1G4wGPDee+8BAKZNm4YXX3yxwHu/8MILAAC9Xo9r165J7e+//z5EUcQrr7xSaFwDBw6Ujp8c0ffx8cG2bdvQoEEDAEBCQgJ+/fVXvPLKK2jcuDGaNGmCRYsWSfP4iYiofDDRJyIqB6dPn8bZs2cBAPPmzSv0Om9vb+n4yYQ6d9pOixYtjBa0HjhwAHfu3IFcLsfcuXNNund2djYA4MyZMzh37hwEQcAHH3xQ6HNr1KgBAFCpVGjZsmW+84MGDUJ4eDgOHz6MmTNnol27dtI8/vDwcMyfPx+tWrXC3bt3C+2DiIjMi4k+EVE5CAoKApAz+t2sWbNCr4uLiwMA1K1bF25ubkbnCtsoa//+/QCAzp07GyXzT0pJSZGOPTw8jOJq3bo1Gjdu/NTn+vj4wMqq4DoOMpkMffr0wapVq3Dp0iUkJCRg06ZN0qcPDx48wPTp0wvtg4iIzIuJPhFROQgNDQUAdOrUqcjrckf9C6qqU1jFnStXrgDISdaLcvXqVQA5o/LNmzc3umeHDh2KfG7uVJ/ibNLl7OyM0aNH49ixY3B1dQUAHD9+3OTnExFR6TDRJyIqB48fPwYAKeEtiFqtlkbYnxy1z8zMxK1btwo8l5iYCCCnTGdRdu/eDQDo2bOnVIP/0aNHT41Lp9MhODi4wL5N4eTkhGeeeQZAzr9D5D6NRETlgok+EVE5iomJKfTct99+i6SkJAD5E+rcTbRkMhnatm1rdM7e3h5AztSYwkRGRmLTpk0AgMmTJ0vtufPocxP+gqxfvx4PHz4sMC5TGAwGREZGAshZXyAIQrHvQURExcdEn4ioHDRt2hQAEBISgvT09HznL1y4gAULFkhfP5lQ506xadq0qZTY58qdTnP06FFkZWXlu3daWhpGjx4NtVqNLl26YPjw4fniOnz4cIG75oaFhWHWrFkAAIVCAR8fH+nc9evXER0dXfg/+v99+umnuH//PgBg6tSpT72eiIjMg4k+EVE5yE2u4+LiMHLkSERFRQEAMjIy8OOPP6Jv377IzMwEANSsWVOqcpOrqI2yJk+eDJlMhpiYGIwdO1ZKqnU6Hfbu3YvOnTvj3LlzqFevHv744w+jEfXccpoPHjzAmDFjpOeq1WqsXbsWPXr0kN6YtGrVSpryAwC//PILmjRpgnHjxmHPnj3SFCIASE5OxoEDB9C/f398/PHHAHLKe77++usl/RYSEVFxWbiOPxFRtWAwGMQBAwZIm0oBEB0dHaUNtOrWrSsOHjxYBCAOHDgw3/Nbt24tAhBXrVpV4P0/++wzo3s7ODiIVlZW0tedOnUSIyIiCowrMDCw0Lj69u0rvvrqqyIA8T//+Y/Rc3v37m30PACivb29aG9vb9RmZWUlzpgxQ9Rqteb5ZhIRkUk4ok9EVA4EQcCOHTuwYMECNGrUCAqFAoIgwNfXFwsWLMDVq1el0ppPjtprNBqEhYUVeC7XjBkzcPjwYbzwwgtwc3ODRqOBl5cXAgIC8Ouvv+L06dNo2LBhgXH98ccfWLRoERo3bgyFQgFra2v4+flh8+bNOHDgAI4cOQIA6NOnj9Fz9+zZg23btuH1119Hp06d4OHhAY1GA61WC09PT/Ts2RMff/wxbt26hc8++wwKhaLU30ciIjKdIIosf0BERAULDg7GgAED4OLiggcPHkClUlk6JCIiMhFH9ImIqEB3797FhAkTAAAzZ85kkk9EVMkw0SciqsZeeeUVbNq0SZo2BADx8fH44Ycf0KVLF8TFxaFLly5S5R0iIqo8OHWHiKiaysjIgKOjIwwGAwDAxsYGSqUSycnJ0jX+/v7YuHFjkRtqERFRxcREn4iomkpPT8d3332HAwcOICIiAnFxcRBFETVq1ECXLl0wfvx4BAQEcIMrIqJKiok+EREREVEVxDn6RERERERVEBN9IiIiIqIqiIk+EREREVEVxESfiIiIiKgKYqJPRERERFQFWVk6ACKiqo7lKYvG4m9ERGWDI/pERERERFUQR/SJiMoYR6yJiMgSOKJPRERERFQFMdEnIiIiIqqCmOgTEVUDx48fhyAIkMvlSE9Pt3Q4RERUDpjoExFVA5cuXQIANGnSBPb29pg8eTIEQSjRw97eHnq93sL/IiIiehouxiUiqgZyE31fX18AwN27d+Hl5ZXvOrVajdTUVACAh4cHZLL840GdOnWCXC4vw2iJiMgcmOgTEVUDuYl++/btAQCHDh0q8Lp58+Zh6dKlUCqViImJgUKhKLcYiYjIvDh1h4ioilOr1fjnn38A/G9EvzC5bwh8fHyY5BMRVXJM9ImIqoCLFy9i3LhxqFWrFlQqFZo1a4alS5dCp9Ph8uXL0pz6du3aFXmfJ0f+iYio8uLUHSKiSm7RokVYsGCBtDGXo6Mj/v33X8ybNw+nTp2Cv78/AKBRo0ZwdnYu9D7R0dGIi4sD8PSRfyIiqvg4ok9EVImtWLEC8+fPh5WVFT788EM8fPgQKSkpSEpKwvTp07F3714sWbIEgOnTdgCO6BMRVQUc0SciqqROnDiBuXPnAgA2bdqEESNGSOecnZ3x5Zdf4sqVK/jrr78AmJ7oKxQK+Pj4lE3QRERUbjiiT0RUSc2aNQsGgwEvv/yyUZKf15AhQ6Tjp43S5yb6rVq1grW1tdniJCIiy2CiT0RUCZ0+fRpnz54FkFMSszDe3t7S8dNG9C9evAiA03aIiKoKJvpERJVQUFAQgJwymM2aNSv0utzFtXXr1oWbm1uh1z1+/BgPHz4EwIW4RERVBRN9IqJKKDQ0FEDOLrVFyR31f9oofe5ovinXEhFR5cBEn4ioEnr8+DEAwNXVtdBr1Gq1NPJv6kJcuVyO1q1bmylKIiKyJCb6RESVWExMTKHnvv32WyQlJQEwPdFv2bIlbGxszBcgERFZDBN9IqJKqGnTpgCAkJAQpKen5zt/4cIFLFiwQPra1IW4nJ9PRFR1MNEnIqqEhg8fDiBnse3IkSMRFRUFAMjIyMCPP/6Ivn37IjMzEwBQs2ZN1KhRo9B7JSQk4N69ewA4P5+IqCphok9EVAmNGDECAwYMAAAEBwejfv36cHJygqOjI1577TU4OTlh8ODBAIq3Iy5H9ImIqg4m+kRElZAgCNixYwcWLFiARo0aQaFQQBAE+Pr6YsGCBbh69apUWtPURF8mk6Ft27ZlHToREZUTQRRF0dJBEBERERGReXFEn4iIiIioCmKiT0RERERUBTHRJyIiIiKqgpjoExERERFVQUz0iYiIiIiqICb6RERERERVEBN9IiIiIqIqiIk+EREREVEVxESfiIiIiKgKYqJPRERERFQF/R+mWfrmueEHaAAAAABJRU5ErkJggg==", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "true_grads, pred_grads, mse, mae = gradient_analysis(fastprop_solprop_predictions)\n", + "gradient_parity_plot(true_grads, pred_grads)\n", + "ax1, true_grads_binned, pred_grads_binned, true_grad_bins_pdf, pred_grad_bins_pdf = pdf_plot(true_grads, pred_grads, bins =200)\n", + "ax2, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins_cdf, pred_grad_bins_cdf = cdf_plot(true_grads, pred_grads, bins = 200)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "chemprop predictions on SolProp dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"chemprop_5215_predictions\\solprop_chemprop_nonaq_predictions.csv\"))\n", + "\n", + "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: divide by zero encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: divide by zero encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: divide by zero encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1247: RuntimeWarning: invalid value encountered in add\n", + " out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: divide by zero encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: invalid value encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: invalid value encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: invalid value encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: invalid value encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "true_grads_chemprop, pred_grads_chemprop, mse_chemprop, mae_chemprop = gradient_analysis(chemprop_solprop_predictions)\n", + "gradient_parity_plot(true_grads_chemprop, pred_grads_chemprop)\n", + "ax1, true_grads_binned_chemprop, pred_grads_binned_chemprop, true_grad_bins_pdf_chemprop, pred_grad_bins_pdf_chemprop = pdf_plot(true_grads_chemprop, pred_grads_chemprop, bins =200)\n", + "ax2, true_grads_cdf_chemprop, pred_grads_cdf_chemprop, distance_chemprop, true_grad_bins_cdf_chemprop, pred_grad_bins_cdf_chemprop = cdf_plot(true_grads_chemprop, pred_grads_chemprop, bins = 200)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "SolProp predictions on SolProp dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_predictions/solprop_nonaq_vermeire_predictions.csv\"))\n", + "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent_smiles\",\"Solute\": \"solute_smiles\", \"Temp\" : \"temperature\"})\n", + "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute_smiles', 'solvent_smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n", + " on=['solute_smiles', 'solvent_smiles', 'temperature'], \n", + " how='left')\n", + "solprop_solprop_predictions.pop('logS_pred')\n", + "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n", + "\n", + "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: divide by zero encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: invalid value encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: divide by zero encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: invalid value encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: divide by zero encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: invalid value encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1247: RuntimeWarning: invalid value encountered in add\n", + " out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: divide by zero encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: invalid value encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "true_grads_solprop, pred_grads_solprop, mse_solprop, mae_solprop = gradient_analysis(solprop_solprop_predictions)\n", + "gradient_parity_plot(true_grads_solprop, pred_grads_solprop)\n", + "ax1, true_grads_binned_solprop, pred_grads_binned_solprop, true_grad_bins_pdf_solprop, pred_grad_bins_pdf_solprop = pdf_plot(true_grads_solprop, pred_grads_solprop, bins =100)\n", + "ax2, true_grads_cdf_solprop, pred_grads_cdf_solprop, distance_solprop, true_grad_bins_cdf_solprop, pred_grad_bins_cdf_solprop = cdf_plot(true_grads_solprop, pred_grads_solprop, bins = 100)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Residual Error" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"fastprop_5215_predictions/solprop_fastprop_nonaq.csv\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "merged_fastprop = solprop_features.merge(fastprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n", + "merged_chemprop = solprop_features.merge(chemprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n", + "\n", + "# Calculate residuals for each model\n", + "merged_fastprop['squared_residual'] = (merged_fastprop['logS_true'] - merged_fastprop['logS_pred'])**2\n", + "merged_chemprop['squared_residual'] = (merged_chemprop['logS_true'] - merged_chemprop['logS_pred'])**2" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "residual_cumsum(merged_fastprop, merged_chemprop, 'solute_nHetero')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below shows the results of the aleatoric error study, where we systematically reduced the training dataset size and recorded the test performance" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "def avg_leeds(acetone, benzene, ethanol):\n", + " # weight average of the three Leeds sets based on dataset size\n", + " return (acetone * 324 + benzene * 397 + ethanol * 573) / (324 + 397 + 573)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Mean-guessing Baseline" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "baseline_leeds_results_replicate_1 = [\n", + " [1.0320014081273676, 1.0875248176306136, 1.1091777679417225],\n", + " [1.0325258376586919, 1.0872600591835906, 1.1080953499322557],\n", + " [1.0308492419162676, 1.08816756822006, 1.111677189423604],\n", + " [1.02976675966675, 1.0888579361048114, 1.1141973522394397],\n", + " [1.021339399908061, 1.1010218023082272, 1.1473382826518777],\n", + " [1.0221185369543442, 1.0986609017501938, 1.141809300954433],\n", + " [1.0225019277406213, 1.0977239087490607, 1.1395370151783468],\n", + " [1.0220899620699544, 1.09873550081136, 1.1419881602473827],\n", + " [1.0222431378250945, 1.0983438074719059, 1.1410457325647723],\n", + "]\n", + "baseline_solprop_results_replicate_1 = [\n", + " 1.0596170222892463,\n", + " 1.0600764961470845,\n", + " 1.0586118474168256,\n", + " 1.0576735265309962,\n", + " 1.0508416197744765,\n", + " 1.0513873189637901,\n", + " 1.0516714444019486,\n", + " 1.0513664732849264,\n", + " 1.051478785662978,\n", + "]\n", + "baseline_leeds_results_replicate_1 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_1]\n", + "\n", + "baseline_leeds_results_replicate_2 = [\n", + " [1.052422398030413, 1.0842809409393421, 1.0810465219075338],\n", + " [1.0530486422663659, 1.0843236276176862, 1.0804654896196446],\n", + " [1.064468383274447, 1.0859364067664783, 1.071521257598125],\n", + " [1.0328480796606656, 1.0871053127936603, 1.1074460132232844],\n", + " [1.0230000912599797, 1.096652726348915, 1.1368763081943298],\n", + " [1.0245445481857451, 1.0940293523336977, 1.1300182016614662],\n", + " [1.0212861487880267, 1.1012153350103637, 1.1477803695122848],\n", + " [1.0208575132856128, 1.1030212994054933, 1.1518341570312916],\n", + " [1.0211629430491502, 1.1016853332714294, 1.148847573089719],\n", + "]\n", + "baseline_solprop_results_replicate_2 = [\n", + " 1.0780078824185026,\n", + " 1.0785820047588262,\n", + " 1.0891117763804756,\n", + " 1.0603593826020425,\n", + " 1.0520507888725492,\n", + " 1.053275357924502,\n", + " 1.0508065563047457,\n", + " 1.0505415374561158,\n", + " 1.0507269731853042,\n", + "]\n", + "baseline_leeds_results_replicate_2 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_2]\n", + "\n", + "baseline_leeds_results_replicate_3 = [\n", + " [1.0215166973430607, 1.1235512304471333, 1.1921542511221856],\n", + " [1.0217991646268632, 1.1249198031819254, 1.194595666675122],\n", + " [1.0239560724975518, 1.1333071672586001, 1.2091233289934629],\n", + " [1.0201727942507235, 1.1128534359527684, 1.1721816483048668],\n", + " [1.0233218227930796, 1.0960304872408182, 1.1352966556576847],\n", + " [1.0214832399933074, 1.1005243674424996, 1.1461946802387821],\n", + " [1.0206116043329145, 1.1043663903924588, 1.1547766387412624],\n", + " [1.0215336704417277, 1.1003579128415355, 1.1458095898675373],\n", + " [1.022129004370582, 1.0986337554292627, 1.1417441420503431],\n", + "]\n", + "baseline_solprop_results_replicate_3 = [\n", + " 1.052564988307435,\n", + " 1.0529169783353587,\n", + " 1.0554616734762352,\n", + " 1.050599969987862,\n", + " 1.052300616683013,\n", + " 1.0509380897379963,\n", + " 1.0504109322604087,\n", + " 1.0509724636700106,\n", + " 1.0513949675839962,\n", + "]\n", + "baseline_leeds_results_replicate_3 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_3]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Replicate 1" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "# fastprop-sobolev\n", + "fastprop_sobolev_solprop_results_replicate_1 = [\n", + " 1.0894436355257175,\n", + " 1.1721442132408688,\n", + " 1.0538208741900625,\n", + " 0.9496760013592687,\n", + " 0.9101050529427456,\n", + " 0.8612530334771499,\n", + " 0.8493672435150511,\n", + " 0.8206498066598069,\n", + " 0.8328533589756244,\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_1 = [\n", + " [1.098086998274878, 1.0831588153410066, 1.000226309321898],\n", + " [1.0933644479748381, 1.1135018525731564, 1.1959273540861242],\n", + " [1.0588475452115977, 1.1067116846734186, 1.104706888814891],\n", + " [0.9349734427543177, 1.121364118212081, 1.263639219792161],\n", + " [0.825132921531389, 1.2484484596897076, 1.0482427090523379],\n", + " [1.0321969058209788, 1.2057028634683329, 1.0318606682209734],\n", + " [0.8578904310454997, 0.9761579273014561, 1.0291637648604577],\n", + " [0.8927274052050455, 0.99315855296711, 0.9973063970262499],\n", + " [0.8626893212359744, 0.9686162822954524, 0.9891065764318182],\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_1]\n", + "# chemprop-sobolev\n", + "chemprop_sobolev_solprop_results_replicate_1 = [\n", + " 1.1497952565825045,\n", + " 1.0610892262698401,\n", + " 1.0555695600980208,\n", + " 0.9374059529391622,\n", + " 0.8831357715289297,\n", + " 0.8317885280848967,\n", + " 0.8224489219005123,\n", + " 0.8492062318078925,\n", + " 0.8306845218144837,\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_1 = [\n", + " [1.1758190063792793, 1.0677919484098555, 1.0455104638627213],\n", + " [1.0616109589273472, 1.086435521670648, 1.1309164613507312],\n", + " [1.0618566445211848, 1.0926023306937676, 1.0485130420264637],\n", + " [0.93367056236705, 1.1824316745577537, 1.2347912510551324],\n", + " [0.8534371233233713, 1.1636187169234722, 1.120517972566954],\n", + " [0.947122484604459, 1.132224499491962, 1.0214675389763208],\n", + " [0.8733751637142293, 1.1091703852100927, 1.1400552829009736],\n", + " [0.8327461279572382, 1.0850306511995536, 1.0545368211279638],\n", + " [0.8181557795150924, 1.0234250400881229, 1.0474381772041559],\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Replicate 2" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "fastprop_sobolev_solprop_results_replicate_2 = [\n", + " 1.0530312142392055,\n", + " 1.01082443776922,\n", + " 1.0604352741699203,\n", + " 1.056171392349218,\n", + " 0.8838042929417375,\n", + " 0.8696819698320853,\n", + " 0.8263247385013266,\n", + " 0.8137702015159498,\n", + " 0.829800696975973,\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_2 = [\n", + " [1.085687409051615, 1.0636411676026372, 1.0678980626063548],\n", + " [0.9476257526131346, 1.1851077791567282, 1.0255855590307759],\n", + " [1.1549872998006494, 1.107313039641634, 1.0242152715325532],\n", + " [1.2250952651112454, 1.1985834949035263, 1.0317518597542947],\n", + " [0.8459161637467256, 1.0548880421668188, 0.9910356989046806],\n", + " [1.0189643692170085, 1.0691211427703733, 1.0185920870063536],\n", + " [0.9509314040069956, 1.0156656771062087, 1.0221064792619077],\n", + " [0.8548666252987315, 0.9626886334954792, 1.015161101069122],\n", + " [0.8910725199883144, 0.9587493247998533, 1.0447551559335],\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_2]\n", + "chemprop_sobolev_solprop_results_replicate_2 = [\n", + " 1.097217560426087,\n", + " 1.0027572632525492,\n", + " 0.974258844934736,\n", + " 0.942819322026133,\n", + " 0.8180057143683156,\n", + " 0.8585457222845644,\n", + " 0.8587530424030824,\n", + " 0.8351084920718321,\n", + " 0.8584380850342703,\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_2 = [\n", + " [1.0948089576398645, 1.077160170903479, 1.045944752477498],\n", + " [0.9868853446127274, 1.141529806875666, 1.20830475262909],\n", + " [0.9657469213687935, 1.0704294403163352, 1.0492885576991346],\n", + " [0.9825528047328009, 1.0375153400990733, 0.9874875500589523],\n", + " [0.8873905789101989, 1.2196964707687488, 1.1730644397528451],\n", + " [0.8914024685518382, 1.2216040906015468, 1.1472590780801453],\n", + " [0.8736265845603066, 1.1441671532568576, 1.0690269169248159],\n", + " [0.844797981584856, 1.0255509599186377, 1.010303946468873],\n", + " [0.8397956559092257, 1.0187280808409849, 1.069262249982172],\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_2]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Replicate 3" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "fastprop_sobolev_solprop_results_replicate_3 = [\n", + " 1.0735340463533358,\n", + " 1.0748311478358001,\n", + " 1.0005034004413407,\n", + " 1.0015664696436568,\n", + " 0.9373605942603657,\n", + " 0.8792684981171591,\n", + " 0.8522644201935042,\n", + " 0.8327109661841252,\n", + " 0.8314312929420118,\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_3 = [\n", + " [1.0997668004928243, 1.1509695437844811, 1.0773525566319218],\n", + " [1.0310579134991291, 1.1174735053890554, 1.1733326824641266],\n", + " [0.9885269522900566, 1.2216113430153293, 1.131348827163996],\n", + " [1.6732090777177318, 1.258854927727087, 1.0944202313065068],\n", + " [1.0955278415997785, 1.0006046134422104, 1.0785887128891136],\n", + " [0.9530448266136291, 0.9926829361254309, 1.1106648019774872],\n", + " [0.8644083682827283, 1.004185154087811, 1.0850326519747846],\n", + " [0.8534027812395503, 0.9583454248238386, 1.0429539736295064],\n", + " [0.8530558009887815, 0.9777246405907664, 1.0544064910957893],\n", + "]\n", + "fastprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_3]\n", + "chemprop_sobolev_solprop_results_replicate_3 = [\n", + " 1.0432325749568507,\n", + " 1.0154006949148053,\n", + " 0.9487669818636513,\n", + " 0.9817818163851326,\n", + " 0.9013256254989784,\n", + " 0.892905237528099,\n", + " 0.8461729991998993,\n", + " 0.8096142296422029,\n", + " 0.8490784299941238,\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_3 = [\n", + " [1.0146586359977483, 1.0865769341874074, 1.1269892770592103],\n", + " [1.024397294822305, 1.1751097975592188, 1.124628703213362],\n", + " [0.9602975242743451, 1.2405920524636158, 1.1533060193313955],\n", + " [0.9964318042149054, 1.2029450025157578, 1.08050080122522],\n", + " [1.021758501189939, 1.1387094584511106, 1.1744960252898953],\n", + " [0.9219943510549928, 1.0952324992343274, 1.1841192113492767],\n", + " [0.8657208570376359, 1.0233809403496643, 1.0788230710135829],\n", + " [0.8397682880017594, 1.0064802116554226, 1.0910553235957072],\n", + " [0.7815839660728953, 0.9857042623579297, 0.990922539361896],\n", + "]\n", + "chemprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_3]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "# average across the replicates\n", + "baseline_solprop_results = np.mean(\n", + " [\n", + " baseline_solprop_results_replicate_1,\n", + " baseline_solprop_results_replicate_2,\n", + " baseline_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "baseline_solprop_results_stdev = np.std(\n", + " [\n", + " baseline_solprop_results_replicate_1,\n", + " baseline_solprop_results_replicate_2,\n", + " baseline_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "baseline_leeds_results = np.mean(\n", + " [\n", + " baseline_leeds_results_replicate_1,\n", + " baseline_leeds_results_replicate_2,\n", + " baseline_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "baseline_leeds_results_stdev = np.std(\n", + " [\n", + " baseline_leeds_results_replicate_1,\n", + " baseline_leeds_results_replicate_2,\n", + " baseline_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "chemprop_sobolev_solprop_results = np.mean(\n", + " [\n", + " chemprop_sobolev_solprop_results_replicate_1,\n", + " chemprop_sobolev_solprop_results_replicate_2,\n", + " chemprop_sobolev_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "chemprop_sobolev_solprop_results_stdev = np.std(\n", + " [\n", + " chemprop_sobolev_solprop_results_replicate_1,\n", + " chemprop_sobolev_solprop_results_replicate_2,\n", + " chemprop_sobolev_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "chemprop_sobolev_leeds_results = np.mean(\n", + " [\n", + " chemprop_sobolev_leeds_results_replicate_1,\n", + " chemprop_sobolev_leeds_results_replicate_2,\n", + " chemprop_sobolev_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "chemprop_sobolev_leeds_results_stdev = np.std(\n", + " [\n", + " chemprop_sobolev_leeds_results_replicate_1,\n", + " chemprop_sobolev_leeds_results_replicate_2,\n", + " chemprop_sobolev_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "fastprop_sobolev_solprop_results = np.mean(\n", + " [\n", + " fastprop_sobolev_solprop_results_replicate_1,\n", + " fastprop_sobolev_solprop_results_replicate_2,\n", + " fastprop_sobolev_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "fastprop_sobolev_solprop_results_stdev = np.std(\n", + " [\n", + " fastprop_sobolev_solprop_results_replicate_1,\n", + " fastprop_sobolev_solprop_results_replicate_2,\n", + " fastprop_sobolev_solprop_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "fastprop_sobolev_leeds_results = np.mean(\n", + " [\n", + " fastprop_sobolev_leeds_results_replicate_1,\n", + " fastprop_sobolev_leeds_results_replicate_2,\n", + " fastprop_sobolev_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "fastprop_sobolev_leeds_results_stdev = np.std(\n", + " [\n", + " fastprop_sobolev_leeds_results_replicate_1,\n", + " fastprop_sobolev_leeds_results_replicate_2,\n", + " fastprop_sobolev_leeds_results_replicate_3,\n", + " ],\n", + " axis=0,\n", + ")\n", + "# other lines for the plot\n", + "training_size = [\n", + " 20,\n", + " 50,\n", + " 100,\n", + " 200,\n", + " 500,\n", + " 1000,\n", + " 2000,\n", + " 3500,\n", + " 5215,\n", + "]\n", + "lower_experimental_limit = [0.7] * len(training_size)\n", + "upper_experimental_limit = [1.0] * len(training_size)\n", + "vermeire_leeds = [avg_leeds(2.1720, 1.9709, 2.1013)] * len(training_size)\n", + "vermeire_solprop = [1.4775] * len(training_size)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[6.4,4.8])\n", + "fig, ax1 = plt.subplots()\n", + "\n", + "# aleatoric limit lines\n", + "ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", + "ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", + "\n", + "\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", + " chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n", + " linestyle=\"none\",\n", + " linewidth = 1,\n", + " color='black',\n", + " marker=\"o\",\n", + " markersize=10,\n", + " yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n", + " markeredgecolor = 'black',\n", + " capsize = 5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]*10 , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", + " chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", + " linestyle=\"-\",\n", + " linewidth = 1,\n", + " color='black',\n", + " marker=\"d\",\n", + " markersize=10,\n", + " yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] *10,\n", + " fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n", + " linestyle=\"-\",\n", + " linewidth = 1,\n", + " color='black',\n", + " marker='o',\n", + " markersize=10,\n", + " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10, fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", + " linestyle=\"-\",\n", + " linewidth = 1,\n", + " color='black',\n", + " marker=\"d\",\n", + " markersize=10,\n", + " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10 , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.fill_between([0, 52500], 0.7, 1.0, label=\"Aleatoric range\", color='lightgray',alpha = 0.6)\n", + "ax1.set_xlabel(\"# training datapoints\")\n", + "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n", + "ax1.set_ylabel(\"Test RMSE (logS)\")\n", + "ax1.set_xticks([0, 25000, 50000])\n", + "ax1.spines[['right', 'top']].set_visible(False)\n", + "\n", + "ax1.legend(prop={'size': 16}, loc=\"upper right\", bbox_to_anchor=(1.1, 1.1), frameon = False)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Figure 4" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "plt.figure(figsize=[6.4*4,4.8*2])\n", + "\n", + "ax1 = plt.subplot2grid(shape=(2,4), loc=(0,0), colspan=2, rowspan = 2)\n", + "\n", + "# hypothesized limit lines\n", + "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", + "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n", + " linestyle=\"none\",\n", + " linewidth = 2,\n", + " color='black',\n", + " marker=\"o\",\n", + " markersize=20,\n", + " yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n", + " markeredgecolor = 'black',\n", + " capsize = 5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", + " linestyle=\"-\",\n", + " linewidth = 2,\n", + " color='black',\n", + " marker=\"d\",\n", + " markersize=20,\n", + " yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n", + " linestyle=\"-\",\n", + " linewidth = 2,\n", + " color='black',\n", + " marker='o',\n", + " markersize=20,\n", + " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", + "ax1.errorbar(\n", + " np.array(training_size)[np.r_[0, 3:9]] ,\n", + " fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", + " linestyle=\"-\",\n", + " linewidth = 1,\n", + " color='black',\n", + " marker=\"d\",\n", + " markersize=20,\n", + " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", + " markeredgecolor = 'black',\n", + " capsize=5, \n", + " fmt='none'\n", + ")\n", + "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", + "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", + "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", + "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[-1],alpha = 0.3)\n", + "ax1.set_xlabel(\"Training experiments\")\n", + "ax1.set_yticks([0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3])\n", + "ax1.set_ylabel(\"Test RMSE (logS)\")\n", + "ax1.set_xticks([0, 2500, 5000])\n", + "ax1.spines[['right', 'top']].set_visible(False)\n", + "#ax1.title(\"Approaching Aleatoric Limit\")\n", + "ax1.legend(prop={'size': 20}, loc=\"upper right\", frameon = False)\n", + "ax1.text(-600, 1.33, \"a\", weight = 'bold', fontsize = 35)\n", + "\n", + "plt.subplots_adjust(hspace=0.45)\n", + "\n", + "\n", + "ax2 = plt.subplot2grid(shape=(2,4), loc=(0,2), colspan=1, rowspan = 1)\n", + "\n", + "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n", + "ax2.text(-5, 3, \"b\", weight='bold', fontsize = 35)\n", + "ax2.text(-1, -4, r'$R$' + f\" = {r[0]:.2f}\", fontsize = 25)\n", + "ax2.plot([-5, 1.5], [-5,1.5], linestyle = '--', linewidth = 2, color = 'black')\n", + "\n", + "ax2.scatter(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'], color=colors[2], s = 15, edgecolors ='black', alpha = 0.4)\n", + "ax2.set_xlabel('fastprop predictions')\n", + "ax2.set_ylabel('chemprop predictions')\n", + "ax2.set_ylim([-5, 2])\n", + "ax2.set_xlim([-5, 2])\n", + "\n", + "ax2.set_yticks([-5, -3, -1, 1])\n", + "\n", + "ax2.set_xticks([-5, -3, -1, 1])\n", + "ax2.spines[['right', 'top']].set_visible(False)\n", + "\n", + "# Plot the CDFs as step plots\n", + "# ax2.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n", + "\n", + "# ax2.text(-0.06, 1.15, \"b\", weight='bold', fontsize = 35)\n", + "# # Set axis limits\n", + "# ax2.set_ylim([0, 1.01])\n", + "# ax2.set_yticks([0,0.5 ,1])\n", + "\n", + "# ax2.set_ylabel(\"Cumulative Probability\")\n", + "# ax2.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", + "# ax2.legend(prop={'size': 20}, loc='upper left', frameon=False)\n", + "# ax2.spines[['right', 'top']].set_visible(False)\n", + "# #ax1.set_title(\"Solprop\", fontsize = 25)\n", + "\n", + "\n", + "\n", + "ax3 = plt.subplot2grid(shape=(2,4), loc=(0,3), colspan=1, rowspan = 1)\n", + "ax3.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n", + "ax3.step(pred_grad_bins_cdf_solprop[:-1], pred_grads_cdf_solprop, linewidth = 3,color = colors[0], where='post', label=r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\")\n", + "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf, where='post', linewidth = 3,color = colors[6], label= r'$EMD_{fastprop}$' + f\" = {distance:.2f}\")\n", + "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf_chemprop, where='post', linewidth = 3,color = colors[4], label=r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\")\n", + "\n", + "# ax3.text(0.02, 0.3, r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\", fontsize = 18)\n", + "# ax3.text(0.02, 0.2, r'$EMD_{fastprop}$' + f\" = {distance:.2f}\", fontsize = 18)\n", + "# ax3.text(0.02, 0.1, r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\", fontsize = 18)\n", + "\n", + "# Set axis limits\n", + "ax3.set_ylim([0, 1.01])\n", + "ax3.set_yticks([0,0.5 ,1])\n", + "ax3.text(-0.005, 1.15, \"c\", weight = 'bold', fontsize = 35)\n", + "ax3.set_xlim([-0.003, 0.06])\n", + "ax3.set_xticks([0,0.02, 0.04, 0.06])\n", + "\n", + "ax3.set_ylabel(\"Cumulative Probability\")\n", + "ax3.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", + "ax3.legend(prop={'size': 16}, loc='lower right', frameon=False)\n", + "ax3.spines[['right', 'top']].set_visible(False)\n", + "#ax2.set_title(\"Fastsolv\", fontsize = 25)\n", + "\n", + "\n", + "\n", + "ax4= plt.subplot2grid(shape=(2,4), loc=(1,2), colspan=1, rowspan = 1)\n", + "feature = 'solute_MW'\n", + "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", + "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", + "\n", + "# Calculate cumulative residuals\n", + "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", + "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", + "\n", + "ax4.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n", + "ax4.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n", + "#ax4.set_title('Cumulative Residuals vs ' + feature )\n", + "ax4.set_xlabel(\"Solute weight (g/mol)\")\n", + "ax4.set_xlim([0, 600])\n", + "ax4.set_xticks([0, 200, 400, 600])\n", + "ax4.set_xticklabels([0, 200, 400, 600])\n", + "ax4.set_ylabel(r'Cumulative Residual $\\cdot 10^{-3}$')\n", + "ax4.legend(prop={'size': 24}, loc='lower right', frameon=False)\n", + "ax4.spines[['right', 'top']].set_visible(False)\n", + "ax4.text(-0.8,4.5, \"d\", weight='bold', fontsize = 35)\n", + "\n", + "\n", + "ax5= plt.subplot2grid(shape=(2,4), loc=(1,3), colspan=1, rowspan = 1)\n", + "ax5 = plt.gca()\n", + "\n", + "feature = 'solvent_SLogP'\n", + "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", + "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", + "\n", + "# Calculate cumulative residuals\n", + "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", + "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", + "\n", + "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n", + "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n", + "#ax4.set_title('Cumulative Residuals vs ' + feature )\n", + "ax5.set_xlabel(\"Solvent Wildman-Crippen logP\")\n", + "ax5.set_yticklabels([])\n", + "ax5.set_xlim([-1.2, 5.1])\n", + "ax5.set_xticks([-1, 1, 3,5])\n", + "ax5.set_xticklabels([-1, 1, 3, 5])\n", + "\n", + "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n", + "ax5.spines[['right', 'top']].set_visible(False)\n", + "ax5.text(-1.55,4.5, \"e\", weight='bold', fontsize = 35)\n", + "\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "PythonDeepChemENV2", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/figures/appendixB.png b/paper/analysis/figures/appendixB.png similarity index 100% rename from paper/figures/appendixB.png rename to paper/analysis/figures/appendixB.png diff --git a/paper/figures/figure1.png b/paper/analysis/figures/figure1.png similarity index 100% rename from paper/figures/figure1.png rename to paper/analysis/figures/figure1.png diff --git a/paper/figures/figure2.png b/paper/analysis/figures/figure2.png similarity index 100% rename from paper/figures/figure2.png rename to paper/analysis/figures/figure2.png diff --git a/paper/figures/figure3.png b/paper/analysis/figures/figure3.png similarity index 100% rename from paper/figures/figure3.png rename to paper/analysis/figures/figure3.png diff --git a/paper/figures/figure4.png b/paper/analysis/figures/figure4.png similarity index 100% rename from paper/figures/figure4.png rename to paper/analysis/figures/figure4.png diff --git a/paper/analysis/temperature_gradients.ipynb b/paper/analysis/temperature_gradients.ipynb new file mode 100644 index 0000000..0faf737 --- /dev/null +++ b/paper/analysis/temperature_gradients.ipynb @@ -0,0 +1,623 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "import pandas as pd\n", + "import numpy as np\n", + "import fastprop\n", + "import os\n", + "from rdkit import Chem\n", + "import seaborn as sns\n", + "from fastsolv_analysis.gradient_analysis import parity_plot, pdf_plot, cdf_plot, gradient_parity_plot, gradient_analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "matplotlib.rcParams.update({'font.style': 'normal'})\n", + "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", + "matplotlib.rcParams.update({'font.size': 26})\n", + "\n", + "colors = sns.color_palette(palette='Accent').as_hex()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set source directory" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\")" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "fastprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"fastprop_5215_predictions/solprop_fastprop_nonaq_predictions.csv\"))\n", + "fastprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_predictions['smiles'].str.split('.', n=1, expand=True)\n", + "solute_smiles = fastprop_predictions.pop('solute_smiles') \n", + "solvent_smiles = fastprop_predictions.pop('solvent_smiles') \n", + "\n", + "both = fastprop_predictions.pop('smiles') \n", + "\n", + "fastprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n", + "fastprop_predictions.insert(0, 'solute_smiles', solute_smiles) " + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "grouped_predictions = fastprop_predictions.groupby(['solvent_smiles', 'solute_smiles'])\n", + "\n", + "# Create a list of smaller dataframes\n", + "sub_dfs = [group for _, group in grouped_predictions]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Analysis of temperature gradients" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The example solution below demonstrates a case where the model predicts the temperature gradients well, despite being a off on magnitude of solubility" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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solute_smilessolvent_smileslogS_truetemperaturelogS_predstdev
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" + ], + "text/plain": [ + " solute_smiles solvent_smiles logS_true \\\n", + "570 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.409773 \n", + "571 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.525527 \n", + "576 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.483910 \n", + "577 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.588374 \n", + "579 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.447964 \n", + "581 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.643832 \n", + "582 CC(C1=CC(=CC=C1)C(=O)C2=CC=CC=C2)C(=O)O C1COCCO1 0.613395 \n", + "\n", + " temperature logS_pred stdev \n", + "570 273.15 -1.123495 0.204374 \n", + "571 288.15 -0.923270 0.166006 \n", + "576 283.15 -0.988443 0.177813 \n", + "577 293.15 -0.858800 0.155761 \n", + "579 278.15 -1.054524 0.190485 \n", + "581 303.15 -0.729239 0.136293 \n", + "582 298.15 -0.793575 0.145835 " + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sub_dfs[100]" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[6.4,4.8])\n", + "ax1 = plt.gca()\n", + "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", + "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", + "\n", + "ax1.set_xlim([290, 340])\n", + "ax1.set_ylim([-2, 2])\n", + "ax1.set_ylabel(\"logS (mol/L)\")\n", + "ax1.set_xlabel(\"Temperature (K)\")\n", + "ax1.legend(prop={'size': 22}, frameon = False) \n", + "ax1.spines[['right', 'top']].set_visible(False)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grads_true = np.gradient(sub_dfs[0]['logS_true'], sub_dfs[0]['temperature'])\n", + "grads_predicted = np.gradient(sub_dfs[0]['logS_pred'], sub_dfs[0]['temperature'])\n", + "\n", + "plt.figure(figsize=[6.4,4.8])\n", + "ax1 = plt.gca()\n", + "ax1.plot(sub_dfs[0]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", + "ax1.plot(sub_dfs[0]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", + "\n", + "ax1.set_xlim([290, 340])\n", + "#ax1.set_ylim([-1.5, 0])\n", + "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", + "ax1.set_xlabel(\"Temperature (K)\")\n", + "ax1.legend(prop={'size': 22}, frameon = False) \n", + "ax1.spines[['right', 'top']].set_visible(False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "But here, the slope is a bit off, even though magnitudes are reasonable. " + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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solute_smilessolvent_smileslogS_truetemperaturelogS_predstdev
3519CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N-0.171652283.12-0.2199520.239547
3524CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N-0.035505288.15-0.1348440.223862
3528CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.110085293.15-0.0518960.211739
3533CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.275007298.170.0306440.202705
3537CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.375269303.150.1110360.197053
3543CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.470264308.130.1903420.193590
3547CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.561481313.100.2674470.191858
3552CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.647513318.170.3448690.192859
3557CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3CC#N0.726064323.160.4197190.195652
\n", + "
" + ], + "text/plain": [ + " solute_smiles solvent_smiles logS_true \\\n", + "3519 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N -0.171652 \n", + "3524 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N -0.035505 \n", + "3528 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.110085 \n", + "3533 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.275007 \n", + "3537 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.375269 \n", + "3543 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.470264 \n", + "3547 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.561481 \n", + "3552 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.647513 \n", + "3557 CCCCC1C(=O)N(N(C1=O)C2=CC=CC=C2)C3=CC=CC=C3 CC#N 0.726064 \n", + "\n", + " temperature logS_pred stdev \n", + "3519 283.12 -0.219952 0.239547 \n", + "3524 288.15 -0.134844 0.223862 \n", + "3528 293.15 -0.051896 0.211739 \n", + "3533 298.17 0.030644 0.202705 \n", + "3537 303.15 0.111036 0.197053 \n", + "3543 308.13 0.190342 0.193590 \n", + "3547 313.10 0.267447 0.191858 \n", + "3552 318.17 0.344869 0.192859 \n", + "3557 323.16 0.419719 0.195652 " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sub_dfs[151]" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[6.4,4.8])\n", + "ax1 = plt.gca()\n", + "ax1.plot(sub_dfs[151]['temperature'],sub_dfs[151]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", + "ax1.plot(sub_dfs[151]['temperature'],sub_dfs[151]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", + "\n", + "ax1.set_xlim([290, 340])\n", + "#ax1.set_ylim([-1.5, 0])\n", + "ax1.set_ylabel(\"logS (mol/L)\")\n", + "ax1.set_xlabel(\"Temperature (K)\")\n", + "ax1.legend(prop={'size': 22}, frameon = False) \n", + "ax1.spines[['right', 'top']].set_visible(False)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grads_true = np.gradient(sub_dfs[151]['logS_true'], sub_dfs[151]['temperature'])\n", + "grads_predicted = np.gradient(sub_dfs[151]['logS_pred'], sub_dfs[151]['temperature'])\n", + "\n", + "plt.figure(figsize=[6.4,4.8])\n", + "ax1 = plt.gca()\n", + "ax1.plot(sub_dfs[151]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", + "ax1.plot(sub_dfs[151]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", + "\n", + "ax1.set_xlim([290, 340])\n", + "#ax1.set_ylim([-1.5, 0])\n", + "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", + "ax1.set_xlabel(\"Temperature (K)\")\n", + "ax1.legend(prop={'size': 22}, frameon = False) \n", + "ax1.spines[['right', 'top']].set_visible(False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we look quantitatively at how the errors in the gradients are distributed across the datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: divide by zero encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: divide by zero encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: divide by zero encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1247: RuntimeWarning: invalid value encountered in add\n", + " out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: divide by zero encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: invalid value encountered in double_scalars\n", + " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: divide by zero encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1235: RuntimeWarning: invalid value encountered in divide\n", + " out[tuple(slice1)] = (f[tuple(slice4)] - f[tuple(slice2)]) / (2. * ax_dx)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: invalid value encountered in divide\n", + " a = -(dx2)/(dx1 * (dx1 + dx2))\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: invalid value encountered in divide\n", + " b = (dx2 - dx1) / (dx1 * dx2)\n", + "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV2\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: invalid value encountered in divide\n", + " c = dx1 / (dx2 * (dx1 + dx2))\n", + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "text/plain": [ + "
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", 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "true_grads, pred_grads, mse, mae = gradient_analysis(fastprop_predictions)\n", + "gradient_parity_plot(true_grads, pred_grads)\n", + "ax1, true_grads_binned, pred_grads_binned, true_grad_bins_pdf, pred_grad_bins_pdf = pdf_plot(true_grads, pred_grads, bins =200)\n", + "ax2, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins_cdf, pred_grad_bins_cdf = cdf_plot(true_grads, pred_grads, bins = 200)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "PythonDeepChemENV2", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git 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a/paper/figures/aleatoric_limit.ipynb +++ /dev/null @@ -1,671 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from functools import partial\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "from matplotlib.axes import Axes\n", - "import scienceplots\n", - "\n", - "plt.style.use(\"science\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def avg_leeds(acetone, benzene, ethanol):\n", - " # weight average of the three Leeds sets based on dataset size\n", - " return (acetone * 324 + benzene * 397 + ethanol * 573) / (324 + 397 + 573)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Mean-guessing Baseline" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "baseline_leeds_results_replicate_1 = [\n", - " [1.0320014081273676, 1.0875248176306136, 1.1091777679417225],\n", - " [1.0325258376586919, 1.0872600591835906, 1.1080953499322557],\n", - " [1.0308492419162676, 1.08816756822006, 1.111677189423604],\n", - " [1.02976675966675, 1.0888579361048114, 1.1141973522394397],\n", - " [1.021339399908061, 1.1010218023082272, 1.1473382826518777],\n", - " [1.0221185369543442, 1.0986609017501938, 1.141809300954433],\n", - " [1.0225019277406213, 1.0977239087490607, 1.1395370151783468],\n", - " [1.0220899620699544, 1.09873550081136, 1.1419881602473827],\n", - " [1.0222431378250945, 1.0983438074719059, 1.1410457325647723],\n", - "]\n", - "baseline_solprop_results_replicate_1 = [\n", - " 1.0596170222892463,\n", - " 1.0600764961470845,\n", - " 1.0586118474168256,\n", - " 1.0576735265309962,\n", - " 1.0508416197744765,\n", - " 1.0513873189637901,\n", - " 1.0516714444019486,\n", - " 1.0513664732849264,\n", - " 1.051478785662978,\n", - "]\n", - "baseline_leeds_results_replicate_1 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_1]\n", - "\n", - "baseline_leeds_results_replicate_2 = [\n", - " [1.052422398030413, 1.0842809409393421, 1.0810465219075338],\n", - " [1.0530486422663659, 1.0843236276176862, 1.0804654896196446],\n", - " [1.064468383274447, 1.0859364067664783, 1.071521257598125],\n", - " [1.0328480796606656, 1.0871053127936603, 1.1074460132232844],\n", - " [1.0230000912599797, 1.096652726348915, 1.1368763081943298],\n", - " [1.0245445481857451, 1.0940293523336977, 1.1300182016614662],\n", - " [1.0212861487880267, 1.1012153350103637, 1.1477803695122848],\n", - " [1.0208575132856128, 1.1030212994054933, 1.1518341570312916],\n", - " [1.0211629430491502, 1.1016853332714294, 1.148847573089719],\n", - "]\n", - "baseline_solprop_results_replicate_2 = [\n", - " 1.0780078824185026,\n", - " 1.0785820047588262,\n", - " 1.0891117763804756,\n", - " 1.0603593826020425,\n", - " 1.0520507888725492,\n", - " 1.053275357924502,\n", - " 1.0508065563047457,\n", - " 1.0505415374561158,\n", - " 1.0507269731853042,\n", - "]\n", - "baseline_leeds_results_replicate_2 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_2]\n", - "\n", - "baseline_leeds_results_replicate_3 = [\n", - " [1.0215166973430607, 1.1235512304471333, 1.1921542511221856],\n", - " [1.0217991646268632, 1.1249198031819254, 1.194595666675122],\n", - " [1.0239560724975518, 1.1333071672586001, 1.2091233289934629],\n", - " [1.0201727942507235, 1.1128534359527684, 1.1721816483048668],\n", - " [1.0233218227930796, 1.0960304872408182, 1.1352966556576847],\n", - " [1.0214832399933074, 1.1005243674424996, 1.1461946802387821],\n", - " [1.0206116043329145, 1.1043663903924588, 1.1547766387412624],\n", - " [1.0215336704417277, 1.1003579128415355, 1.1458095898675373],\n", - " [1.022129004370582, 1.0986337554292627, 1.1417441420503431],\n", - "]\n", - "baseline_solprop_results_replicate_3 = [\n", - " 1.052564988307435,\n", - " 1.0529169783353587,\n", - " 1.0554616734762352,\n", - " 1.050599969987862,\n", - " 1.052300616683013,\n", - " 1.0509380897379963,\n", - " 1.0504109322604087,\n", - " 1.0509724636700106,\n", - " 1.0513949675839962,\n", - "]\n", - "baseline_leeds_results_replicate_3 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_3]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# fastprop-sobolev\n", - "fastprop_sobolev_solprop_results_replicate_1 = [\n", - " 1.0894436355257175,\n", - " 1.1721442132408688,\n", - " 1.0538208741900625,\n", - " 0.9496760013592687,\n", - " 0.9101050529427456,\n", - " 0.8612530334771499,\n", - " 0.8493672435150511,\n", - " 0.8206498066598069,\n", - " 0.8328533589756244,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_1 = [\n", - " [1.098086998274878, 1.0831588153410066, 1.000226309321898],\n", - " [1.0933644479748381, 1.1135018525731564, 1.1959273540861242],\n", - " [1.0588475452115977, 1.1067116846734186, 1.104706888814891],\n", - " [0.9349734427543177, 1.121364118212081, 1.263639219792161],\n", - " [0.825132921531389, 1.2484484596897076, 1.0482427090523379],\n", - " [1.0321969058209788, 1.2057028634683329, 1.0318606682209734],\n", - " [0.8578904310454997, 0.9761579273014561, 1.0291637648604577],\n", - " [0.8927274052050455, 0.99315855296711, 0.9973063970262499],\n", - " [0.8626893212359744, 0.9686162822954524, 0.9891065764318182],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_1]\n", - "# chemprop-sobolev\n", - "chemprop_sobolev_solprop_results_replicate_1 = [\n", - " 1.1497952565825045,\n", - " 1.0610892262698401,\n", - " 1.0555695600980208,\n", - " 0.9374059529391622,\n", - " 0.8831357715289297,\n", - " 0.8317885280848967,\n", - " 0.8224489219005123,\n", - " 0.8492062318078925,\n", - " 0.8306845218144837,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_1 = [\n", - " [1.1758190063792793, 1.0677919484098555, 1.0455104638627213],\n", - " [1.0616109589273472, 1.086435521670648, 1.1309164613507312],\n", - " [1.0618566445211848, 1.0926023306937676, 1.0485130420264637],\n", - " [0.93367056236705, 1.1824316745577537, 1.2347912510551324],\n", - " [0.8534371233233713, 1.1636187169234722, 1.120517972566954],\n", - " [0.947122484604459, 1.132224499491962, 1.0214675389763208],\n", - " [0.8733751637142293, 1.1091703852100927, 1.1400552829009736],\n", - " [0.8327461279572382, 1.0850306511995536, 1.0545368211279638],\n", - " [0.8181557795150924, 1.0234250400881229, 1.0474381772041559],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_1]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 2" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fastprop_sobolev_solprop_results_replicate_2 = [\n", - " 1.0530312142392055,\n", - " 1.01082443776922,\n", - " 1.0604352741699203,\n", - " 1.056171392349218,\n", - " 0.8838042929417375,\n", - " 0.8696819698320853,\n", - " 0.8263247385013266,\n", - " 0.8137702015159498,\n", - " 0.829800696975973,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_2 = [\n", - " [1.085687409051615, 1.0636411676026372, 1.0678980626063548],\n", - " [0.9476257526131346, 1.1851077791567282, 1.0255855590307759],\n", - " [1.1549872998006494, 1.107313039641634, 1.0242152715325532],\n", - " [1.2250952651112454, 1.1985834949035263, 1.0317518597542947],\n", - " [0.8459161637467256, 1.0548880421668188, 0.9910356989046806],\n", - " [1.0189643692170085, 1.0691211427703733, 1.0185920870063536],\n", - " [0.9509314040069956, 1.0156656771062087, 1.0221064792619077],\n", - " [0.8548666252987315, 0.9626886334954792, 1.015161101069122],\n", - " [0.8910725199883144, 0.9587493247998533, 1.0447551559335],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_2]\n", - "chemprop_sobolev_solprop_results_replicate_2 = [\n", - " 1.097217560426087,\n", - " 1.0027572632525492,\n", - " 0.974258844934736,\n", - " 0.942819322026133,\n", - " 0.8180057143683156,\n", - " 0.8585457222845644,\n", - " 0.8587530424030824,\n", - " 0.8351084920718321,\n", - " 0.8584380850342703,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_2 = [\n", - " [1.0948089576398645, 1.077160170903479, 1.045944752477498],\n", - " [0.9868853446127274, 1.141529806875666, 1.20830475262909],\n", - " [0.9657469213687935, 1.0704294403163352, 1.0492885576991346],\n", - " [0.9825528047328009, 1.0375153400990733, 0.9874875500589523],\n", - " [0.8873905789101989, 1.2196964707687488, 1.1730644397528451],\n", - " [0.8914024685518382, 1.2216040906015468, 1.1472590780801453],\n", - " [0.8736265845603066, 1.1441671532568576, 1.0690269169248159],\n", - " [0.844797981584856, 1.0255509599186377, 1.010303946468873],\n", - " [0.8397956559092257, 1.0187280808409849, 1.069262249982172],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_2]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 3" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fastprop_sobolev_solprop_results_replicate_3 = [\n", - " 1.0735340463533358,\n", - " 1.0748311478358001,\n", - " 1.0005034004413407,\n", - " 1.0015664696436568,\n", - " 0.9373605942603657,\n", - " 0.8792684981171591,\n", - " 0.8522644201935042,\n", - " 0.8327109661841252,\n", - " 0.8314312929420118,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_3 = [\n", - " [1.0997668004928243, 1.1509695437844811, 1.0773525566319218],\n", - " [1.0310579134991291, 1.1174735053890554, 1.1733326824641266],\n", - " [0.9885269522900566, 1.2216113430153293, 1.131348827163996],\n", - " [1.6732090777177318, 1.258854927727087, 1.0944202313065068],\n", - " [1.0955278415997785, 1.0006046134422104, 1.0785887128891136],\n", - " [0.9530448266136291, 0.9926829361254309, 1.1106648019774872],\n", - " [0.8644083682827283, 1.004185154087811, 1.0850326519747846],\n", - " [0.8534027812395503, 0.9583454248238386, 1.0429539736295064],\n", - " [0.8530558009887815, 0.9777246405907664, 1.0544064910957893],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_3]\n", - "chemprop_sobolev_solprop_results_replicate_3 = [\n", - " 1.0432325749568507,\n", - " 1.0154006949148053,\n", - " 0.9487669818636513,\n", - " 0.9817818163851326,\n", - " 0.9013256254989784,\n", - " 0.892905237528099,\n", - " 0.8461729991998993,\n", - " 0.8096142296422029,\n", - " 0.8490784299941238,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_3 = [\n", - " [1.0146586359977483, 1.0865769341874074, 1.1269892770592103],\n", - " [1.024397294822305, 1.1751097975592188, 1.124628703213362],\n", - " [0.9602975242743451, 1.2405920524636158, 1.1533060193313955],\n", - " [0.9964318042149054, 1.2029450025157578, 1.08050080122522],\n", - " [1.021758501189939, 1.1387094584511106, 1.1744960252898953],\n", - " [0.9219943510549928, 1.0952324992343274, 1.1841192113492767],\n", - " [0.8657208570376359, 1.0233809403496643, 1.0788230710135829],\n", - " [0.8397682880017594, 1.0064802116554226, 1.0910553235957072],\n", - " [0.7815839660728953, 0.9857042623579297, 0.990922539361896],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_3]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# average across the replicates\n", - "baseline_solprop_results = np.mean(\n", - " [\n", - " baseline_solprop_results_replicate_1,\n", - " baseline_solprop_results_replicate_2,\n", - " baseline_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_solprop_results_stdev = np.std(\n", - " [\n", - " baseline_solprop_results_replicate_1,\n", - " baseline_solprop_results_replicate_2,\n", - " baseline_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_leeds_results = np.mean(\n", - " [\n", - " baseline_leeds_results_replicate_1,\n", - " baseline_leeds_results_replicate_2,\n", - " baseline_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_leeds_results_stdev = np.std(\n", - " [\n", - " baseline_leeds_results_replicate_1,\n", - " baseline_leeds_results_replicate_2,\n", - " baseline_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_solprop_results = np.mean(\n", - " [\n", - " chemprop_sobolev_solprop_results_replicate_1,\n", - " chemprop_sobolev_solprop_results_replicate_2,\n", - " chemprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_solprop_results_stdev = np.std(\n", - " [\n", - " chemprop_sobolev_solprop_results_replicate_1,\n", - " chemprop_sobolev_solprop_results_replicate_2,\n", - " chemprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_leeds_results = np.mean(\n", - " [\n", - " chemprop_sobolev_leeds_results_replicate_1,\n", - " chemprop_sobolev_leeds_results_replicate_2,\n", - " chemprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_leeds_results_stdev = np.std(\n", - " [\n", - " chemprop_sobolev_leeds_results_replicate_1,\n", - " chemprop_sobolev_leeds_results_replicate_2,\n", - " chemprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_solprop_results = np.mean(\n", - " [\n", - " fastprop_sobolev_solprop_results_replicate_1,\n", - " fastprop_sobolev_solprop_results_replicate_2,\n", - " fastprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_solprop_results_stdev = np.std(\n", - " [\n", - " fastprop_sobolev_solprop_results_replicate_1,\n", - " fastprop_sobolev_solprop_results_replicate_2,\n", - " fastprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_leeds_results = np.mean(\n", - " [\n", - " fastprop_sobolev_leeds_results_replicate_1,\n", - " fastprop_sobolev_leeds_results_replicate_2,\n", - " fastprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_leeds_results_stdev = np.std(\n", - " [\n", - " fastprop_sobolev_leeds_results_replicate_1,\n", - " fastprop_sobolev_leeds_results_replicate_2,\n", - " fastprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "# other lines for the plot\n", - "training_size = [\n", - " 20,\n", - " 50,\n", - " 100,\n", - " 200,\n", - " 500,\n", - " 1000,\n", - " 2000,\n", - " 3500,\n", - " 5215,\n", - "]\n", - "lower_experimental_limit = [0.7] * len(training_size)\n", - "upper_experimental_limit = [1.0] * len(training_size)\n", - "vermeire_leeds = [avg_leeds(2.1720, 1.9709, 2.1013)] * len(training_size)\n", - "vermeire_solprop = [1.4775] * len(training_size)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1.07200297, 1.08593327, 1.03825318, 1.00247129, 0.91042331,\n", - " 0.87006783, 0.84265213, 0.82237699, 0.83136178])" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fastprop_sobolev_solprop_results" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0.02283491, 0.03798357, 0.01720247, 0.07324024, 0.03874124,\n", - " 0.02389542, 0.01589155, 0.00507622, 0.01367735])" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fastprop_sobolev_leeds_results_stdev" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def convolve(arr):\n", - " return list(reversed(np.convolve(list(reversed(arr)), np.ones(3) / 3, mode=\"valid\")))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(5, 4))\n", - "# hypothesized limit lines\n", - "plt.plot(training_size, lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "plt.plot(training_size, upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "# actual data\n", - "# plt.plot(\n", - "# # training_size,\n", - "# pd.Series(fastprop_sobolev_solprop_results, index=training_size).rolling(window=2).mean(),\n", - "# label=\"_fastprop SolProp\",\n", - "# linestyle=\"--\",\n", - "# color=\"#0087FF\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# )\n", - "# plt.plot(\n", - "# # training_size,\n", - "# pd.Series(fastprop_sobolev_leeds_results, index=training_size).rolling(window=2).mean(),\n", - "# label=\"_fastprop Leeds\",\n", - "# linestyle=\"--\",\n", - "# color=\"#FF7800\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# )\n", - "# plt.plot(\n", - "# pd.Series(chemprop_sobolev_solprop_results, index=training_size).rolling(window=2).mean(),\n", - "# label=\"_chemprop SolProp\",\n", - "# linestyle=\"-\",\n", - "# color=\"#0087FF\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# )\n", - "# plt.plot(\n", - "# pd.Series(chemprop_sobolev_leeds_results, index=training_size).rolling(window=2).mean(),\n", - "# label=\"_chemprop Leeds\",\n", - "# linestyle=\"-\",\n", - "# color=\"#FF7800\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# )\n", - "plt.errorbar(\n", - " training_size,\n", - " chemprop_sobolev_solprop_results,\n", - " label=\"_chemprop SolProp\",\n", - " linestyle=\"-\",\n", - " color=\"#0087FF\",\n", - " marker=\"o\",\n", - " markersize=4,\n", - " yerr=chemprop_sobolev_solprop_results_stdev,\n", - ")\n", - "plt.errorbar(\n", - " training_size,\n", - " chemprop_sobolev_leeds_results,\n", - " label=\"_chemprop Leeds\",\n", - " linestyle=\"-\",\n", - " color=\"#FF7800\",\n", - " marker=\"o\",\n", - " markersize=4,\n", - " yerr=chemprop_sobolev_leeds_results_stdev,\n", - ")\n", - "plt.errorbar(\n", - " training_size,\n", - " fastprop_sobolev_solprop_results,\n", - " label=\"_fastprop SolProp\",\n", - " linestyle=\"--\",\n", - " color=\"#0087FF\",\n", - " marker=\"o\",\n", - " markersize=4,\n", - " yerr=fastprop_sobolev_solprop_results_stdev,\n", - ")\n", - "plt.errorbar(\n", - " training_size,\n", - " fastprop_sobolev_leeds_results,\n", - " label=\"_fastprop Leeds\",\n", - " linestyle=\"--\",\n", - " color=\"#FF7800\",\n", - " marker=\"o\",\n", - " markersize=4,\n", - " yerr=fastprop_sobolev_solprop_results_stdev,\n", - ")\n", - "# plt.errorbar(\n", - "# training_size,\n", - "# baseline_solprop_results,\n", - "# label=\"_baseline SolProp\",\n", - "# linestyle=\"-.\",\n", - "# color=\"#0087FF\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# yerr=baseline_solprop_results_stdev,\n", - "# alpha=0.25,\n", - "# )\n", - "# plt.errorbar(\n", - "# training_size,\n", - "# baseline_leeds_results,\n", - "# label=\"_baseline Leeds\",\n", - "# linestyle=\"-.\",\n", - "# color=\"#FF7800\",\n", - "# marker=\"o\",\n", - "# markersize=4,\n", - "# yerr=baseline_solprop_results_stdev,\n", - "# alpha=0.25,\n", - "# )\n", - "# moving average\n", - "# plt.plot(convolve(training_size), convolve(chemprop_sobolev_solprop_results), label=\"_chemprop SolProp Moving Average\", linestyle=\"-\", color=\"#0087FF\", marker=\"\")\n", - "# plt.plot(convolve(training_size), convolve(chemprop_sobolev_leeds_results), label=\"_chemprop Leeds Moving Average\", linestyle=\"-\", color=\"#FF7800\", marker=\"\")\n", - "# plt.plot(convolve(training_size), convolve(fastprop_sobolev_solprop_results), label=\"_fastprop SolProp Moving Average\", linestyle=\"--\", color=\"#0087FF\", marker=\"\")\n", - "# plt.plot(convolve(training_size), convolve(fastprop_sobolev_leeds_results), label=\"_fastprop Leeds Moving Average\", linestyle=\"--\", color=\"#FF7800\", marker=\"\")\n", - "# legend entries\n", - "plt.plot([], [], label=\"Leeds\", color=\"#FF7800\", marker=\"o\", linestyle=\"\")\n", - "plt.plot([], [], label=\"SolProp\", color=\"#0087FF\", marker=\"o\", linestyle=\"\")\n", - "plt.plot([], [], label=\"fastprop+Sobolev\", color=\"k\", marker=\"\", linestyle=\"--\")\n", - "plt.plot([], [], label=\"ChemProp+Sobolev\", color=\"k\", marker=\"\", linestyle=\"-\")\n", - "# plt.plot([], [], label=\"Mean-Guessing Baseline\", color=\"k\", marker=\"\", linestyle=\"-.\")\n", - "plt.plot([], [], label=\"Experimental Accuracy Range\", color=\"#7f7f80\", marker=\"\", linestyle=\":\")\n", - "# vermeire\n", - "# plt.plot(training_size, vermeire_leeds, label=\"_Vermeire et al. leeds\", linestyle=\"-.\", color=\"#FF7800\")\n", - "# plt.plot(training_size, vermeire_solprop, label=\"_Vermeire et al. solprop\", linestyle=\"-.\", color=\"#0087FF\")\n", - "# plt.plot([], [], label=\"Vermeire $\\it{et\\ al.}$\", color=\"k\", marker=\"\", linestyle=\"-.\")\n", - "# labels and etc.\n", - "plt.xlabel(\"Number Experiments for Training\")\n", - "plt.ylabel(\"Test RMSE (logS)\")\n", - "plt.title(\"Approaching Aleatoric Limit\")\n", - "plt.legend(loc=\"center right\", bbox_to_anchor=(1.65, 0.5))\n", - "\n", - "plt.savefig(\"aleatoric_limit.svg\")\n", - "plt.show()\n", - "# show vermeire?\n", - "# TODO: ADD A LINE TO THE PLOT WHICH SHOWS THE RESULT OF JUST PREDICTING THE MEAN (ACROSS ALL TRAINING DATA)\n", - "# COSMO can do this" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0.728218315301391" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "avg_leeds(0.7920, 0.7078, 0.7063)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "fprop", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/challenging.ipynb b/paper/figures/challenging.ipynb deleted file mode 100644 index 41471db..0000000 --- a/paper/figures/challenging.ipynb +++ /dev/null @@ -1,640 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Downloading model files from Zenodo: 100%|██████████| 4/4 [1:02:45<00:00, 941.27s/it]\n", - "C:\\Users\\ChemeGrad2021\\AppData\\Roaming\\Python\\Python39\\site-packages\\pytorch_lightning\\utilities\\migration\\utils.py:56: The loaded checkpoint was produced with Lightning v2.3.1, which is newer than your current Lightning version: v2.2.4\n" - ] - } - ], - "source": [ - "from pathlib import Path\n", - "\n", - "import numpy as np\n", - "import pandas as pd\n", - "import polars as pl\n", - "from rdkit import Chem\n", - "from rdkit.Chem import Draw\n", - "import matplotlib\n", - "from matplotlib import pyplot as plt\n", - "from fastsolv import fastsolv\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "df = pl.read_csv(Path(\"../data/krasnov/bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n", - "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n", - "df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "df.loc['10.1016/j.jct.2018.09.017']" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# pre-selected interesting example\n", - "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", - "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", - "logS_i, temperature_i = df.loc[row_i]\n", - "logS_j, temperature_j = df.loc[row_j]\n", - "fig, axes_dict = plt.subplot_mosaic(\n", - " \"\"\"\n", - "AABC\n", - "AABD\n", - "\"\"\",\n", - " figsize=(11, 5),\n", - ")\n", - "axes_dict['A'].scatter(x=temperature_i, y=logS_i, color='b', label='Train')\n", - "axes_dict['A'].scatter(x=temperature_j, y=logS_j, color='r', label=\"Test\")\n", - "axes_dict[\"A\"].set_xlabel(\"Temperature (K)\")\n", - "axes_dict[\"A\"].set_ylabel(\"logS\")\n", - "rectangle = plt.Rectangle((temperature_i[0]-2, logS_i[0]+0.25), 50, 1, edgecolor='k', facecolor='none', linewidth=2, angle=2, rotation_point='center')\n", - "axes_dict[\"A\"].add_patch(rectangle)\n", - "rectangle = plt.Rectangle((temperature_j[0]-2, logS_j[0]+0.2), 42, 0.4, edgecolor='0.8', facecolor='none', linewidth=2, angle=1, rotation_point='center')\n", - "axes_dict[\"A\"].add_patch(rectangle)\n", - "axes_dict[\"A\"].plot((310, 320), (-1.3, 0.2), color='0.8', linestyle=':', linewidth=2)\n", - "axes_dict[\"B\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[1]), size=(400, 400)))\n", - "axes_dict[\"B\"].set_title(\"Solvent\", color='k')\n", - "axes_dict[\"B\"].set_axis_off()\n", - "axes_dict[\"D\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(400, 400)))\n", - "axes_dict[\"D\"].set_title(\"Solute\", color='b')\n", - "axes_dict[\"D\"].set_axis_off()\n", - "axes_dict[\"C\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_j[2]), size=(400, 400)))\n", - "axes_dict[\"C\"].set_title(\"Solute\", color='r')\n", - "axes_dict[\"C\"].set_axis_off()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "fig, ax1 = plt.subplots()\n", - "\n", - "\n", - "ax1.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.set_ylabel(\"logS\")\n", - "ax1.set_xticks([280, 310, 340])\n", - "ax1.set_ylim([-3.2, 0])\n", - "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "#ax1.text(304, 1, 'Solute')\n", - "#ax1.set_title(\"Solute\", color='b')\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.image as mpimg\n", - "import matplotlib.transforms as mtransforms" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "img = Draw.MolToImage(Chem.MolFromSmiles(row_j[2]), size=(400, 200))\n", - "img" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# pre-selected interesting example\n", - "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", - "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", - "logS_i, temperature_i = df.loc[row_i]\n", - "logS_j, temperature_j = df.loc[row_j]\n", - "\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "fig, ax1 = plt.subplots()\n", - "# #ax1.imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 500)), extent=[280, 340, -3, 2], aspect='auto',)\n", - "\n", - "# img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n", - "\n", - "# # Calculate the desired scale factor\n", - "# scale_factor = 0.5\n", - "\n", - "# # Get the image aspect ratio\n", - "# img_aspect = 21\n", - "# # Calculate the extent with the scaling factor\n", - "# x_center = (340 + 280) / 2\n", - "# y_center = (1 + -3) / 2\n", - "# width = (340 - 280) * scale_factor\n", - "# height = width / img_aspect\n", - "\n", - "# extent = [x_center - width / 2, x_center + width / 2, y_center - height / 2, y_center + height / 2]\n", - "\n", - "# #ax1.imshow(img, extent=extent, aspect='auto', alpha=0.5)\n", - "\n", - "\n", - "ax1.scatter(x=temperature_i, y=logS_i, color='b', label='Train')\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.set_ylabel(\"logS\")\n", - "ax1.set_xticks([280, 310, 340])\n", - "ax1.set_ylim([-3.2, 1])\n", - "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "ax1.text(304, 1, 'Solute')\n", - "#ax1.set_title(\"Solute\", color='b')\n", - "# axes_dict[\"D\"].set_axis_off()\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# pre-selected interesting example\n", - "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", - "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", - "logS_i, temperature_i = df.loc[row_i]\n", - "logS_j, temperature_j = df.loc[row_j]\n", - "\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "fig, ax1 = plt.subplots()\n", - "# #ax1.imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 500)), extent=[280, 340, -3, 2], aspect='auto',)\n", - "\n", - "# img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n", - "\n", - "# # Calculate the desired scale factor\n", - "# scale_factor = 0.5\n", - "\n", - "# # Get the image aspect ratio\n", - "# img_aspect = 21\n", - "# # Calculate the extent with the scaling factor\n", - "# x_center = (340 + 280) / 2\n", - "# y_center = (1 + -3) / 2\n", - "# width = (340 - 280) * scale_factor\n", - "# height = width / img_aspect\n", - "\n", - "# extent = [x_center - width / 2, x_center + width / 2, y_center - height / 2, y_center + height / 2]\n", - "\n", - "# #ax1.imshow(img, extent=extent, aspect='auto', alpha=0.5)\n", - "\n", - "\n", - "#ax1.scatter(x=temperature_j, y=logS_j, color='r', label='Train')\n", - "ax1.set_xlim([280, 340])\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.set_ylabel(\"logS\")\n", - "ax1.set_xticks([280, 310, 340])\n", - "ax1.set_ylim([-3.2, 1])\n", - "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "ax1.text(304, -1, 'Solute')\n", - "#ax1.set_title(\"Solute\", color='b')\n", - "# axes_dict[\"D\"].set_axis_off()\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ax1.scatter(x=temperature_j, y=logS_j, color='r', label=\"Test\")\n", - "\n", - "axes_dict[\"C\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_j[2]), size=(400, 400)))\n", - "axes_dict[\"C\"].set_title(\"Solute\", color='r')\n", - "axes_dict[\"C\"].set_axis_off()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Below code was used to find the above interesting example - it does not run on its own in this state, and was just hacked at until something interesting came out." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def _f(r):\n", - " try:\n", - " grads = np.gradient(r[\"logS\"], r[\"temperature\"])\n", - " mean_grad = np.mean(grads)\n", - " if any(grads > mean_grad*3):\n", - " return np.nan\n", - " return mean_grad\n", - " except:\n", - " return np.nan" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jackson/miniconda3/envs/fprop/lib/python3.11/site-packages/numpy/lib/function_base.py:1259: RuntimeWarning: divide by zero encountered in scalar divide\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", - "/home/jackson/miniconda3/envs/fprop/lib/python3.11/site-packages/numpy/lib/function_base.py:1266: RuntimeWarning: divide by zero encountered in scalar divide\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n" - ] - }, - { - "data": { - "text/html": [ - "
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5215 rows × 3 columns

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" - ], - "text/plain": [ - " logS \\\n", - "source solvent_smiles solute_smiles \n", - "10.1016/j.fluid.2013.05.014 CCCO O=C(O)CC(O)(CC(=O)O)C(=O)O [0.5642874348024691, 0.5678008492197518, 0.572... \n", - " CCO O=C(O)CC(O)(CC(=O)O)C(=O)O [0.6284647588895469, 0.660454253969981, 0.6722... \n", - "10.1016/j.fluid.2013.06.037 C1CCOC1 COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [-1.2274696735411672, -1.1348955395095144, -1.... \n", - " CC#N COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [-1.8363982824293008, -1.7057014984837877, -1.... \n", - " CC(C)=O COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [-1.621708875671629, -1.5099385316467029, -1.4... \n", - "... ... \n", - "10.1021/je901024t C1CCCCC1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [-2.3827196750473583, -1.8798711516740736, -1.... \n", - " CC#N CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [-0.675198316534807, -0.6006174955632744, -0.5... \n", - " CCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [-2.694918644714379, -2.3845835868909986, -2.1... \n", - " CCCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [-2.053597950437436, -1.855577513699243, -1.66... \n", - " Cc1ccccc1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [-0.06242951816616407, 0.04867951745563479, 0.... \n", - "\n", - " temperature \\\n", - "source solvent_smiles solute_smiles \n", - "10.1016/j.fluid.2013.05.014 CCCO O=C(O)CC(O)(CC(=O)O)C(=O)O [293.7, 303.3, 313.4] \n", - " CCO O=C(O)CC(O)(CC(=O)O)C(=O)O [293.7, 303.3, 313.4] \n", - "10.1016/j.fluid.2013.06.037 C1CCOC1 COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [278.15, 283.15, 288.15, 293.15, 298.15, 303.1... \n", - " CC#N COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [278.15, 283.15, 288.15, 293.15, 298.15, 303.1... \n", - " CC(C)=O COC(=O)C1CC(=O)C(C(=O)OC)CC1=O [278.15, 283.15, 288.15, 293.15, 298.15, 303.1... \n", - "... ... \n", - "10.1021/je901024t C1CCCCC1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [288.15, 293.15, 298.15, 303.15, 308.15, 313.1... \n", - " CC#N CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [288.15, 293.15, 298.15, 303.15, 308.15, 313.1... \n", - " CCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [288.15, 293.15, 298.15, 303.15, 308.15, 313.1... \n", - " CCCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [288.15, 293.15, 298.15, 303.15, 308.15, 313.1... \n", - " Cc1ccccc1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 [288.15, 293.15, 298.15, 303.15, 308.15, 313.1... \n", - "\n", - " mean_grad \n", - "source solvent_smiles solute_smiles \n", - "10.1016/j.fluid.2013.05.014 CCCO O=C(O)CC(O)(CC(=O)O)C(=O)O 0.000435 \n", - " CCO O=C(O)CC(O)(CC(=O)O)C(=O)O 0.002259 \n", - "10.1016/j.fluid.2013.06.037 C1CCOC1 COC(=O)C1CC(=O)C(C(=O)OC)CC1=O 0.016681 \n", - " CC#N COC(=O)C1CC(=O)C(C(=O)OC)CC1=O 0.019982 \n", - " CC(C)=O COC(=O)C1CC(=O)C(C(=O)OC)CC1=O 0.018826 \n", - "... ... \n", - "10.1021/je901024t C1CCCCC1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 0.051970 \n", - " CC#N CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 0.015182 \n", - " CCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 0.046942 \n", - " CCCCCCC CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 0.034669 \n", - " Cc1ccccc1 CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1 0.017902 \n", - "\n", - "[5215 rows x 3 columns]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[\"mean_grad\"] = df.apply(_f, axis=1)\n", - "df" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "df = df[np.isfinite(df[\"mean_grad\"])]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "149" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "count = 0\n", - "seen = set()\n", - "# for (i, row_i) in df.itertuples(index=True):\n", - "for idx_i, (row_i, logS_i, temperature_i, mean_grad_i) in enumerate(df.itertuples(index=True)):\n", - " for idx_j, (row_j, logS_j, temperature_j, mean_grad_j) in enumerate(df.itertuples(index=True)):\n", - " if row_i == row_j:\n", - " continue\n", - " if row_i[1] != row_j[1]: # skip different solvent\n", - " continue\n", - " if row_i[2] == row_j[2]: # skip same solute\n", - " continue\n", - " seen.add((idx_i, idx_j))\n", - " if (idx_j, idx_i) in seen:\n", - " continue\n", - " if len(logS_i) < 10 or len(logS_j) < 10:\n", - " continue\n", - " # mistmatched gradients\n", - " if np.abs(mean_grad_j - mean_grad_i) < 0.04:\n", - " continue\n", - " if np.abs(logS_i[0] - logS_j[1]) < 1:\n", - " continue\n", - " count += 1\n", - " print(row_i, row_j)\n", - " fig, axes_dict = plt.subplot_mosaic(\n", - " \"\"\"\n", - " AABC\n", - " AADE\n", - " \"\"\",\n", - " figsize=(14, 7),\n", - " )\n", - " axes_dict['A'].scatter(x=temperature_i, y=logS_i, color='b')\n", - " axes_dict['A'].scatter(x=temperature_j, y=logS_j, color='r')\n", - " axes_dict[\"A\"].set_xlabel(\"Temperature (K)\")\n", - " axes_dict[\"A\"].set_ylabel(\"logS\")\n", - " axes_dict[\"B\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[1]), size=(400, 400)))\n", - " axes_dict[\"B\"].set_title(\"Solvent\", color='b')\n", - " axes_dict[\"B\"].set_axis_off()\n", - " axes_dict[\"C\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(400, 400)))\n", - " axes_dict[\"C\"].set_title(\"Solute\", color='b')\n", - " axes_dict[\"C\"].set_axis_off()\n", - " axes_dict[\"D\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_j[1]), size=(400, 400)))\n", - " axes_dict[\"D\"].set_title(\"Solvent\", color='r')\n", - " axes_dict[\"D\"].set_axis_off()\n", - " axes_dict[\"E\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(row_j[2]), size=(400, 400)))\n", - " axes_dict[\"E\"].set_title(\"Solute\", color='r')\n", - " axes_dict[\"E\"].set_axis_off()\n", - " plt.show()\n", - " # break\n", - " # else:\n", - " # continue\n", - " # break\n", - "count" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "PythonDeepChemENV2", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/exploration.ipynb b/paper/figures/exploration.ipynb deleted file mode 100644 index e8e7f97..0000000 --- a/paper/figures/exploration.ipynb +++ /dev/null @@ -1,366 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 117, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib\n", - "from matplotlib import pyplot as plt\n", - "import pandas as pd\n", - "import numpy as np\n", - "import fastprop\n", - "import os\n", - "from rdkit import Chem\n", - "from fastprop.data import (\n", - " clean_dataset,\n", - " fastpropDataLoader,\n", - " fastpropDataset,\n", - " split,\n", - " standard_scale,\n", - ")\n", - "from fastprop.defaults import DESCRIPTOR_SET_LOOKUP, _init_loggers, init_logger\n", - "from fastprop.descriptors import get_descriptors\n", - "from fastprop.io import load_saved_descriptors, read_input_csv\n", - "from fastprop.model import fastprop, train_and_test\n", - "import torch\n", - "from models.fastprop_custom.model import fastpropSolubility\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Vermeire Dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Dropbox (MIT)\\Graduate\\Third Year\\6.C51\\SolProp_v1.2\", \"Data\")\n", - "room_T_data: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"CombiSolu-Exp-HighT.csv\"))\n", - "high_T_data: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"CombiSolu-Exp.csv\"))\n", - "all_data: pd.DataFrame = pd.concat((room_T_data, high_T_data))\n", - "# drop those missing the solubility\n", - "all_data: pd.DataFrame = all_data[all_data['experimental_logS [mol/L]'].notna()]\n", - "# drop not-very-soluble species (must be at least 1 mol/L)\n", - "#all_data: pd.DataFrame = all_data[all_data['experimental_logS [mol/L]'] > 0]\n", - "\n", - "# find all the unique molecules in the dataset and calculate their descriptors\n", - "unique_smiles: np.ndarray = np.hstack((pd.unique(all_data[\"solvent_smiles\"]), pd.unique(all_data[\"solute_smiles\"])))" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "6236" - ] - }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(all_data)" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "([,\n", - " ,\n", - " ,\n", - " ],\n", - " [Text(0, 0, '0'),\n", - " Text(0, 400, '400'),\n", - " Text(0, 800, '800'),\n", - " Text(0, 1200, '1200')])" - ] - }, - "execution_count": 71, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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tW6tx48aKiYnR6tWrdfz4cfO1qVOnatiwYdl674RHAHAswuPfCI8Fi9PCo72zZ89qwYIF+vbbb7Vjx46/T26zyc3NTe3atdOgQYP00EMPycvLy9nl5NjIkSP1wQcfSJICAgK0YMECtW7d2nw9MTFRkyZN0tixY80/W7Nmjdq1a5dmHMMw1LRpU+3atUuS1K9fP33xxRcqWrSo2ScsLEydOnUynxkdPHiwpk+fnm5dS5cuVc+ePSVJpUqV0uLFixUcHGy+npSUpLFjx+q9996TJHl6eurw4cOqVq2a5fdOeAQAxyI8/o3wWLDkSXi0d+LECc2fP1/z5883n8FLvRrp5+enxx57TAMGDFDz5s3zsqwsxcfHKyAgQNeuXZMkLVmyRD169Ei37+DBgzVjxgxJUu/evfXDDz+keX3hwoV69NFHJUktW7bUpk2b0r29vXPnTjVv3lzJycny8PDQ8ePHVbly5TR9DMNQw4YNzVvfoaGh6tixY7p19ejRQ8uWLZOU+VXR9BAeAcCxCI9/IzwWLHm+zmP16tX16quv6sCBA9q7d6/GjBmjqlWryjAMXb16VZ9//rlatmypunXratKkSTp37lxel5iuI0eOmMHx7rvvzjA4StLo0aPN9m+//Xbb65MmTTLbH3zwQYbPRTZp0kSPPPKIJCkhIUFz5869rc/KlSvN4NipU6cMg6MkTZw40WzPnTs325NxAAAAXLpIeIMGDfTf//5XJ06c0LZt2/Tiiy/K09NThmHoyJEjZrDs2rWrlixZojy+SJpGXFyc2a5SpUqmfe0nt9w6w/zs2bPauXOnJKlevXpZXmF98sknzXZoaOhtry9evNhsDx48ONOxgoKC1KRJE0nSjRs3WI8TAABkm8t3mDl9+rQ+/PBDDR8+XFOmTDGvhhmGIcMwlJiYqNDQUPXu3Vs1a9bU/PnzXVLn3XffbbZPnTqVad8TJ06Y7Vq1aqV57aeffjJDcIcOHbI8b3BwsHllcuvWreYMdvvxpJRb/7c+W5ke+2c0N27cmGV/AAAAey4Jj3/++ac++OADtWjRQoGBgfr3v/+t7du3KykpSYZhqHnz5poyZYrmzZunkJAQM0ieOHFC/fr1U69evRQTE5OnNZcsWVLdunWTJB0/flyLFi3KsO+4cePM9sCBA9O8tmfPHrN93333ZXneEiVKqHbt2pJSJuSEh4ebr0VGRioiIkKSVKdOHZUsWTLL8Zo2bWq27WeGAwAAWFEkr0506tQpff/991q4cGGaGdepV+GqVKmifv36acCAAapZs6b5+mOPPaajR49q2rRpmj59uq5fv66lS5eqa9euWrNmjdzd3fPqLWjChAnasGGDoqOj9a9//UvFihVLc/UwISFB7777rr7++mtJUvPmzW8Lj/YLiNeoUcPSeQMDA3Xo0CFJKYEv9fPJ6VipCI8AACC7nBoeT506pYULF2rhwoXmc37S34GxePHievjhh/Xkk0+qTZs2GY5Ts2ZNTZ48WWPHjlW/fv20atUqbdy4UZ9++qleeuklZ76FNOrVq6fFixerd+/eunTpkjp27Kh27dqpSZMmiomJ0cqVK3Xs2DFJ0j333KPly5fLw8MjzRj2t7RvnTmdEft1MCMjI50yFgAAgBUOD4/h4eFmYExdx1D6OzCmruv45JNPqnfv3vLx8bE8dpkyZbRkyRIFBQXp5MmTmjlzZp6GR0lq27attm3bppYtW+rKlStau3at1q5dm6ZPcHCwfv7553TXrIyKijLbfn5+ls5ZokQJs33jxg2njHWruLi4NJOE7M8FAADuXA5/5rF69eoaM2aMdu3aZT6raBiGgoKCNH78eJ06dUo///yz+vXrl63gmMrT01Pdu3eXpGztIe0oy5YtU0hIiK5cuZJhn40bN6pDhw46c+bMba+lBjabzWZ5QXRvb2+zbf+sp334s++Tk7FuNX78ePn5+ZlfVq9sAgCAws0pE2ZSA2OZMmX0/PPP67ffftPBgwf1yiuvOHQrwltvCTvbV199pYceekgXL16Uh4eHRowYoT179ig2NlaXL1/WsmXLzD27N27cqFatWunPP/9MM0bq0j1Fili/6Gv/XKd9234ZIKufRUZj3eo///mPrl27Zn6l7nQDAADubA6/be3p6akuXbpowIAB6tq1a7ZCklV33XWXBgwYoEqVKjl87Izs27dPQ4YMUXJysry8vBQaGppm2Rtvb29169ZNXbp00ZAhQzRjxgz9+eefeuyxx/Trr7+au+gULVpUN27cUEJCgpKTkzNcINxebGys2ba/7Wy/naH9LeacjHUrLy+vfL1VJAAAcA2HJ7uzZ8+qdOnSjh42jVdeecWp46dnzJgx5hqUb7/9dprgaM/NzU1Tp07V1q1bFRYWpq1bt+qHH34wd4opXry4ebs5NjZWxYoVy/Lc9reX7QNf8eLF0+2Tk7EAAACscPht69KlSysqKkpRUVG6fv16to5NPc7+6lh+cOHCBa1atUpSyu3hZ555JtP+Hh4eev75583v58yZY7bLlCljts+fP2/p/KlrOUpS1apVnTIWAACAFQ4Pj6GhoSpVqpRKlSql119/PVvH9u/fX6VKlVKlSpXMfaTzg507dyo5OVlSyhZ/vr6+WR5jvwD4tm3bzHbqgt+S0iz4nRn7HW2CgoIcNlbdunUtHQMAAJDK4eFx/vz5MgxDnp6eGjt2bLaOnThxoiTp6tWraa7WuZp9kLW/VZwZ+9vR9sfbB7bdu3dnOU5sbKzCwsIkSdWqVUsTXGvVqmVOetm7d6+SkpKyHM9+vc1GjRpl2R8AAMCew8Pjrl27ZLPZ9MADD8jf3z9bx9apU0fNmjWTJC1fvtzRpeVY2bJlzbb9bd/M2M9Otj/efjH0X375JctxNm/ebO5nnbo9Yipvb2+1aNFCkhQdHZ0mGGZk3bp1klKezezcuXOW/QEAAOw5PDyePXtWktSgQYMcHd+0aVMZhqH9+/c7sqxcueeee8xZ0adOnTK3CsyMffi99957zXZwcLC5B/Xq1auzXAJn9uzZZrt37963vd6zZ0+zPXPmzEzHOnr0qLZs2SJJOQr3AAAADg+PqWsPWl20+lapt2UvX77ssJpyy9/fP80Vw1dffTXT/keOHNEXX3xhfv/oo4+abQ8PDz311FOSpKSkJI0ZMybDcXbt2qUFCxZISgnV6c3w7t+/v7nY+uzZs3XgwIEMxxs1apTZHj16dKbvAQAAID0OD4+pV7Nyuqh06n7L+W2NwQkTJpjPFy5atEhDhgxRdHT0bf02b96s9u3bm0viNGzYUI8//niaPqNHjzaXyZk3b55effXV255X3L9/v3r16qWkpCTZbDaNHz8+3brKlStnzuyOj49Xz549zWckUyUlJWnUqFFasmSJpJSrn126dMnuRwAAACCbkbrptIN06tRJP//8s8qVK6eIiAhLi2Dbq1evng4dOqRatWrp8OHDjiwt16ZOnapnn33W/L5UqVLq2LGjqlWrppiYGG3btk3bt283X/f399fWrVtVo0aN28ZatGiRHn74YXPP78DAQHXs2FF+fn4KCwvTypUrzUD59ttv64033siwrri4OIWEhJjndnd3V+fOnRUUFKSoqCiFhoaas6wrVKignTt36q677srWe4+KipKfn5+uXbtmabY5ACBzgWNWuLqEfCN8QldXl4BscHh4/PDDDzVy5EjZbDb973//0wsvvGD52DVr1qhDhw6y2WwaOHCgZsyY4cjSHGLx4sUaMmSI/vrrr0z73X///fr6668zXUtx3rx5Gjp0aIbrYXp4eOjdd9/VqFGjzB1qMhIZGaknnnhCP//8c4Z9GjdurAULFujuu+/OdKz0EB4BwLEIj38jPBYsDg+PkZGRqlGjhq5fvy5PT08tW7ZMDz74YJbHRUREqEWLFjpz5oxsNptWrlypDh06OLI0h7lx44Zmz56tFStWaO/evYqMjJSnp6cqVKigVq1a6fHHH1f79u0tjXXq1ClNmzZNy5cv16lTp2Sz2VS5cmV16NBBQ4YMUZ06dSzXZRiGfvjhB82aNUv79u3TxYsXFRAQoLp166pfv37q06ePPD09c/SeCY8A4FiEx78RHgsWh4dHSXrvvfc0ZswY2Ww2ubu765VXXtHIkSPNWca3+uGHH/TCCy/o/Pnz5jI/69evd3RZyAXCIwA4FuHxb4THgsUp4VGS+vbtq2+//da83Vq0aFG1atVKDRs2VKlSpRQbG6vw8HBt2LDBXDvRMAxVrFhR27ZtU8WKFZ1RFnKI8AgAjkV4/BvhsWAp4qyB586dq8qVK+v999+XYRiKiYnRmjVrtGbNmtv6pubX+vXr64cffiA4AgAA5FMOX6onlbu7uyZOnKht27apV69e8vDwkGEY6X5VqFBB7733nrZv366aNWs6qyQAAADkktNuW98qNjZWW7Zs0cmTJ3Xp0iW5u7vL399f99xzjxo2bJgXJSAXuG0NAI7FbWvn43a4czjttvWtihYtqnbt2uXV6QAAAOAETrttDQAAgMKH8AgAAADL8uS29ZUrV3TmzBlFR0crMTHR8nHBwcFOrAoAAADZ5bTwGBkZqQ8++EDfffedTp48me3jbTZbtoImAAAAnM8p4XHDhg16+OGHdeXKFUl/r+MIAACAgs3h4fH06dPq1q2bbty4IZvNJsMwZLPZVLVqVVWqVEk+Pj7mrjMAAAAoWBweHidOnGgGx6JFi+q1117TU089pYCAAEefCgAAAHnM4eFx1apVkiQ3NzctX75crVu3dvQpAAAA4CIOX6onIiJCNptN7du3JzgCAAAUMg4PjyVKlJAkNWrUyNFDAwAAwMUcHh5r1qwpKWUvawAAABQuDg+Pffv2lWEYWrdunaOHBgAAgIs5PDwOHDhQderU0YEDBzRnzhxHDw8AAAAXcnh49PHx0dKlS1WhQgUNGTJEM2bMcPQpAAAA4CI2w8Hbv/z222+SUrYnfOGFFxQeHq6GDRuqb9++atiwoUqWLGl5kfBmzZo5sjTkQlRUlPz8/HTt2jX5+vq6uhwAKPACx6xwdQmFXviErq4uoVBy+DqP9913X5pwaBiG9u3bp3379mVrHPa2BgAAyH+csrf1rRcz2dsaAACgcHB4eAwODmbvagAAgELK4eFx/fr1jh4SAAAA+YRTblsDAFAYMKkFuJ3Dl+oBAABA4UV4BAAAgGVOv229a9cuLV26VDt37tT58+cVFRWl5ORkHT9+3NmnBgAAgIM5LTweP35cTz/9tDZt2pTmzw3DSHc29rZt2/TFF19IkgYMGKCQkBBnlQYAAIAcckp43L17t9q2bavo6GjLazw2a9ZML7zwgnbv3q1Nmzbp8OHDcnd3d0Z5AAAAyCGHP/MYGxurnj17KioqSoZhqGHDhpo+fbr27dunESNGZFyIm5vefvttGYahEydOaPny5Y4uDQAAALnk8PD4+eefKyIiQjabTX379tXOnTv19NNPq379+lnuidylSxfdddddkqQlS5Y4ujQAAADkksPD49KlSyVJ/v7++uKLL1SkSPbujIeEhMgwDO3atcvRpQEAACCXHB4ew8LCZLPZ1KlTJ/n4+GT7+EqVKkmSIiIiHF0aAAAAcsnh4fHKlSuS/g6B2eXmllJSdHS0w2oCAACAYzg8PJYpU0bS3yEyu8LDwyVJJUqUcFRJAAAAcBCHh8egoCAZhqE1a9Zk+9i4uDitXbtWNptNlStXdnRpAAAAyCWHh8devXpJko4dO6YZM2Zk69iJEyfq0qVLkqR27do5ujQAAADkksPD49NPP60qVapIkl544QV9//33lo77+OOP9fbbb0uS3N3d9fTTTzu6NAAAAOSSw3eYKVq0qGbNmqUuXbooLi5Offr0UZcuXfTUU0/p8uXLZr/Tp0/r/Pnz2r59u2bPnq3ff//d3Lrw+eefV1BQkKNLAwAAQC7ZDKv7B2bT0qVL1b9/f0VHR6e7l/WtUsvo06eP5s2bZ+kY5J2oqCj5+fnp2rVrWS72DgCFReCYFa4uAbkQPqGrq0solBx+2zpVjx49tHv3bnXu3FmGYaT5knTbn5UvX15Tp07V/PnzCY4AAAD5lMNvW9urUaOGVqxYoUOHDmnZsmX69ddfdfbsWV27dk0+Pj4qU6aMGjZsqODgYHXv3j3bu9EAAAAgb+VJWgsKCuIZRgAAgELAabetAQAAUPgQHgEAAGAZ4REAAACWOfyZx3feecdhY73xxhsOGwsAAAC55/B1Ht3c3By21E5SUpJDxkHusc4jgDsR6zwWbKzz6BxOmW2d3Txqs9luO4a1HgEAAPIfh4fH8ePHW+4bFRWlQ4cOac2aNbp+/brKlCmjF154QV5eXo4uCwAAAA7g8PD4yiuvZPuY6OhovfHGG/roo4/0/fffa9myZapataqjSwMAAEAu5YvZ1iVKlNCHH36od955RwcOHFD37t0VExPj6rIAAABwi3wRHlONHTtWNWrU0MGDB/Xll1+6uhwAAADcIl+FRzc3N3Xs2FGGYeibb75xdTkAAAC4Rb4Kj5Lk5+cnSTp+/LiLKwEAAMCt8l14TA2NsbGxLq4EAAAAt8pX4TEiIkIrVqyQzWbTXXfd5epyAAAAcIt8Ex4PHTqkzp0768aNG5Kk1q1bu7YgAAAA3Mbh6zzOmTPHct+YmBidOXNGW7du1caNG5WcnCwpZeLM8OHDHV0aAAAAcsnh4XHgwIE52lowdXtCm82mTz/9VPXr13d0aQAAAMglp9y2Ngwj2182m00hISHauHGjhg4d6oyyAAAAkEsOv/L45ptvWu7r6empEiVKKDAwUE2aNFH58uUdXQ4AAAAcyKXhEQAAAAVLvpltDQAAgPyP8AgAAADLCI8AAACwzOHPPF68eNHRQ2YqICAgT88HAABwJ3N4eCxfvnyO1nnMCZvNpsTExDw5FwAAAJwQHlOlLvoNAACAwsPh4TEgIEA2m02GYejixYtm293dXQEBAfL09JQkJSUlKTIyUjdv3pSUchWxdOnSKl68uKNLAgAAgIM4PDyeP39ekZGR6t+/v1atWqVKlSpp3Lhx6tWrl4oVK3Zb/3379mn69On6/PPPVaRIEX366afq2rWro8sCAACAAzh8tnViYqJ69uypn3/+WfXr19fu3bvVr1+/dIOjJDVs2FCffPKJ1q9fr5s3b6pHjx769ttvHV0WAAAAHMDh4XHGjBnaunWr3N3dtXDhQpUpU8bScS1bttTs2bNlGIYGDx6sU6dOObo0AAAA5JLDb1t/8803kqQ2bdqodu3a2Tq2Z8+eqlevnsLCwvTFF19o3Lhxji4PAADcIQLHrHDKuOET7uzH6xx+5fHIkSOy2Wxq1KhRjo4PCQmRYRj66aefHFwZAAAAcsvh4TEqKipXx5csWVKS9OeffzqgGgAAADiSw8Nj6o4vYWFhOTr+zJkzkqS4uDiH1QQAAADHcHh4bNSokQzD0Nq1a80gaFVMTIx++ukn2Ww2VahQwdGlAQAAIJccHh579+4tSYqPj9eTTz5pLgJuxYgRIxQZGSkpZcINAAAA8heHh8f+/fsrKChIkrRhwwbdf//9+u233zI9JjIyUv369dOXX34pKWW3maFDhzq6NAAAAOSSw5fqcXd317x589S2bVtdvXpVv//+u1q0aKEGDRooJCREtWvXlp+fnxITE3Xu3Dlt375doaGhio+Pl2EYstlsGj58uBo3buzo0gAAAJBLDg+PUspzj6tXr1afPn10/PhxSdL+/fu1f//+dPsbhmG2n3nmGb3//vvOKAsAAAC55PDb1qkaN26sffv26e2331bFihVlGEaGX5J03333acWKFfr000+dVRIAAAByyWbYX/ZzkuTkZO3Zs0fbtm3T6dOndeXKFbm5ualUqVKqVauWWrVqpbvvvtvZZSAXoqKi5Ofnp2vXrsnX19fV5QBAnnDWDiUo2O70HWacctv6Vm5ubmrcuDHPMQIAABRwTrttDQAAgMInT648poqOjlZUVJSSkpJUpUqVvDw1AAAAHMCp4fHq1auaOXOmlixZol27dik2NlZSyjqOiYmJzjw1AAAAnMBpt60XLFigGjVqaNSoUdq8ebNiYmJum2Ftb9OmTapRo4aqV6+uqVOnOqssAAAA5IJTwuPs2bPVt29fXb161QyLZcqUUalSpTI85oEHHlCTJk0UHh6uMWPGKCoqyhmlAQAAIBccHh4jIiL03HPPmVcXn3nmGR09elR//fWXXnzxxUyPff311yVJ169f17fffuvo0gAAAJBLDg+Pn376qWJjY2Wz2fTBBx9oypQpqlGjhqVj69evb+6L/fPPPzu6NAAAAOSSw8PjqlWrJEm1a9fWSy+9lO3jW7RoIcMwtHfvXkeXBgAAgFxyeHg8deqUbDab2rZtm6PjAwICJEl//fWXI8sCAACAAzg8PMbExEiSSpYsmaPj4+LiJMlc1qegmD9/vmw2m/llxc2bNzVnzhx16NBBVapUkbe3typVqqT27dtr9uzZio+Pz1YNBw8e1IgRI9SgQQOVLFlSvr6+qlevnoYPH66wsLCcvC0AAIA0HL7OY7ly5XT69GmdPn06R8enhpzSpUs7siynmzhxYrb6h4WFqU+fPjpw4ECaP4+IiFBERITWrFmjKVOmaOHChQoMDMx0rOTkZL377rt65513lJSUdNt5wsLC9Nlnn2nChAl6+eWXs1UnAACAPYeHx2bNmunPP//UypUrFRsbq6JFi1o+9vz589qwYYNsNptq1qzp6NKcZtGiRdl6RjM8PFzBwcG6dOmSJMnf31/dunWTv7+/jhw5ohUrVigxMVE7d+5Ux44dtWPHDvn6+mY43ujRozV58mTz+9atW6tx48aKiYnR6tWrdfz4cSUkJGjkyJHy8fHRsGHDcv5mAQDAHc3ht60ff/xxSdKlS5f0yiuvZOvY559/Xjdv3pQkdenSxdGlOUViYqLGjBljub9hGHrkkUfM4NivXz+dOnVKM2fO1MSJE7V48WLt3btXlStXliT98ccfGjlyZIbjLV261AyOpUqV0oYNG7Ru3TpNnjxZU6dO1ZEjRzR69Giz/0svvaSTJ0/m5K0CAAA4Pjz26tVLLVu2lGEYmjJlip5//vksn1/866+/9M9//lOLFi2SzWaTr6+vhgwZ4ujSnGLKlCn6448/5OXlpRIlSmTZ//vvv9euXbskSS1bttRXX31129XZunXr6scff5SbW8qP56uvvkr3MQDDMPTqq6+a38+fP1/BwcFp+ri7u2vixInq3r27JCk+Pl7vvfde9t4kAADA/+eUHWbmz5+vihUryjAMTZ06VdWqVdNLL72k33//3ewzZ84cTZo0SY888oiqVq2qH3/80VxY/OOPPy4QzzyePn1ar732mqSUK3pWap40aZLZ/uCDD8yAeKsmTZrokUcekSQlJCRo7ty5t/VZuXKl+cxkp06d1LFjxwzPa/9M5ty5c7M9GQcAAEByUnisXLmy1q1bp0aNGskwDF28eFGffvqpli1bZs5EHjRokMaMGaNFixbp5s2bMgxDnp6e+uSTT9S/f39nlOVwzz33nK5fv65y5cqluQKYkbNnz2rnzp2SpHr16ql58+aZ9n/yySfNdmho6G2vL1682GwPHjw407GCgoLUpEkTSdKNGze0efPmLOsFAAC4lVPCoyTdfffd2r59uyZOnKgKFSqYe1yn9+Xu7q5evXppx44devbZZ51VkkMtXLhQy5Ytk5RyNTGzCS2pfvrpJ/PqaocOHbLsHxwcbF6Z3Lp1qxISEm4bT5JsNpvatWuX5XitW7c22xs3bsyyPwAAwK0cPtvanqenp0aNGqWXX35Zu3bt0q+//qqzZ8/q2rVr8vHxUZkyZdSwYUO1atVKZcuWdWYpDnX16lVz95zg4GDLV0r37Nljtu+7774s+5coUUK1a9fWoUOHlJiYqPDwcHMWemRkpCIiIiRJderUsbSuZtOmTc320aNHLdUMAABgz6nhMZW7u7uaNWumZs2a5cXpnG7YsGE6d+6cvLy89Pnnn1s+7o8//jDbVvf7DgwM1KFDhySlBL7U8JjTsVIRHgEAQE44PDymThqpVq2adu7caXm3lYJi5syZWrBggSTptddeU506dSwfe+LECbOduhRPVipWrGi2IyMjnTIWABR0gWNWuLoE4I7h8PB49epV2Ww23XfffYUuOP7xxx968cUXJUn33ntvttZ3lKSoqCiz7efnZ+kY++V/bty44ZSx0hMXF2duFXnr+QAAwJ3L4RNm/P39JUnFixd39NAuFR8fr8cff1w3btxQ0aJFNWfOHBUpkr3snRrYbDabvLy8LB3j7e1ttlP3Dbcf69Y+ORkrPePHj5efn5/5ZfXqJgAAKNwcHh67desmwzC0adMmRw/tUiNHjtTu3bslSZMnT1bdunWzPUbq7jnZCZ3u7u7ptlPHkiQPD49cjZWe//znP7p27Zr5ldO9ygEAQOHi8PA4btw4VapUSdu3b9dHH33k6OFdYtasWfr0008lSY8++qieeeaZHI2TupNMQkKCkpOTLR1jvzuP/W1n+11p7G8v52Ss9Hh5ecnX1zfNFwAAgMPDY/ny5bVt2zY1b95cL7/8sgYPHqwzZ844+jR5Ztu2bWZYrF27tr788sscj2V/Kz+rLRtT2d9etg989mNldQs6q7EAAACscviEmdR9kx966CEVK1ZMM2fO1OzZs3XvvffqnnvuUfny5eXj42NprNGjRzu6vGw5e/asevfurbi4OBUrVkw//vhjrkJXmTJldOHCBUnS+fPnLS2xk7qWoyRVrVo1zVipzp8/b+n8GY0FAABglcPD45gxY9LMsrbZbEpOTtbOnTvNrfmscnV4fOGFF3Tu3DlJUsmSJfXyyy9n2j81GEope02neu+999SwYUPVrl1bYWFhkqTw8HBL4fHUqVNmOygoyGzXrl3bbIeHh2c5zq1j5eSZTQAAAKcsEp66BV9Wf5aZ/LDMz6VLl8x2REREmit3WVm1apXZTl3Sp27dulq0aJEkaffu3VluKRgbG2uGzWrVqqV57rBWrVpyd3dXUlKS9u7dq6SkpCwnwdiH90aNGll+LwAAAKkcHh7ffPNNRw9ZaLRp00bjxo2TJP3yyy8aNWpUpv03b95s7mfdrVu3NK95e3urRYsW2rx5s6Kjo7Vz5041b9480/HWrVsnSXJzc1Pnzp1z+jYAAMAdjPCYifXr12erf2BgoHlrOL0rrcHBwSpZsqSuXr2q1atX6/Tp05munzh79myz3bt379te79mzpzZv3iwpZeebzMLj0aNHtWXLFknSAw88YK7HCQAAkB0On22NjHl4eOipp56SJCUlJWW6Q82uXbvMbRCbNm2q1q1b39anf//+5uSj2bNn68CBAxmOZ3+V09XPkgIAgIIrR+Fx37592rdvny5evOjoegq90aNHmzO2582bp1dffVVJSUlp+uzfv1+9evVSUlKSbDabxo8fn+5Y5cqV0/PPPy8pZQecnj17ms9IpkpKStKoUaO0ZMkSSSlXP7t06eLotwUAAO4QNiO7M1mU8syczWbTm2++qTfeeCPL/u+8844kqXXr1goODs5+lQVEVretUy1atEgPP/yw2ScwMFAdO3aUn5+fwsLCtHLlSjNQvv3225l+xnFxcQoJCdH27dslpewc07lzZwUFBSkqKkqhoaFmTRUqVNDOnTt11113Zfu9RUVFyc/PT9euXWPBcAD5TuCYFa4uAXeQ8AldXV2CSzlltvWt3nrrLXP2dGEOj1b16tVLX3/9tYYOHarr168rPDxcn3/+eZo+Hh4eevfdd7OcVOPl5aXly5friSee0M8//6ykpCQtX75cy5cvT9OvcePGWrBgQY6CIwAAQKo8CY+4Xd++fdWqVStNmzZNy5cv16lTp2Sz2VS5cmV16NBBQ4YMUZ06dSyNVbZsWYWGhuqHH37QrFmzzEcKAgICVLduXfXr1099+vSRp6enk98VAAAo7AiPDmR1se5UVatW1fjx4zN8pjE7bDabHnnkET3yyCO5HgsAACAjzLYGAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBluZptfeDAAX333XdO6//oo4/mpCwAAAA4Sa52mHEmm82mxMREp54D1rHDDID8jB1mkJfYYSaHcpA5AQAAUMDlKDwOGDDA0XUAAACgAMhReJw1a5aj6wAAAEABwGxrAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWFbE1QUAAO4cgWNWuLoEALnElUcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZYRHAAAAWEZ4BAAAgGWERwAAAFhGeAQAAIBlhEcAAABYRngEAACAZUVcXQAAAEBBEjhmhdPGDp/Q1WljOwpXHgEAAGAZVx4BAGk486oKgIKPK48AAACwjPAIAAAAywiPAAAAsIzwCAAAAMsIjwAAALCM8AgAAADLCI8AAACwjPAIAAAAy1gkHAAKKBbzBuAKXHkEAACAZYRHAAAAWMZtawBwMm4vAyhMuPIIAAAAywiPAAAAsIzwCAAAAMsIjwAAALCM8AgAAADLCI8AAACwjPAIAAAAywiPhdDBgwc1YsQINWjQQCVLlpSvr6/q1aun4cOHKywszNXlAQCAAoxFwguR5ORkvfvuu3rnnXeUlJSU5rWwsDCFhYXps88+04QJE/Tyyy+7qErcKZy1MHb4hK5OGRcAYA3hsRAZPXq0Jk+ebH7funVrNW7cWDExMVq9erWOHz+uhIQEjRw5Uj4+Pho2bJgLqwXyH3aCAYCsER4LiaVLl5rBsVSpUlq8eLGCg4PN15OSkjR27Fi99957kqSXXnpJHTt2VLVq1VxSLwAAKJhshmEYri4CuWMYhho2bKgDBw5IkkJDQ9WxY8d0+/bo0UPLli2TJA0bNkxTp061dI6oqCj5+fnp2rVr8vX1dUzhKNS4igcA2VcQHs0hPBYCP/30k7p2TfnL1qlTJ61cuTLDvocOHVLdunUlScWKFdPly5fl6emZ5TkIj4UXIQ8A8o+CEB65bV0ILF682GwPHjw4075BQUFq0qSJdu7cqRs3bmjz5s1q27atkytEbhHwAAD5BUv1FAI//fSTJMlms6ldu3ZZ9m/durXZ3rhxo7PKAgAAhRBXHgu4yMhIRURESJLq1KmjkiVLZnlM06ZNzfbRo0edVdodiSuEAIDCjiuPBdwff/xhtmvUqGHpmMDAQLNNeAQAANnBlccC7sSJE2a7cuXKlo6pWLGi2Y6MjHR4TQAAIGeccQfL0ZNwCI8FXFRUlNn28/OzdEyJEiXM9o0bN9LtExcXp7i4uHTPUxhwexkAgJwhPBZw9uHP29vb0jH2/WJiYtLtM378eL399tu5Ky4fKwhLIQAAkB/xzGMBd/PmTbPt4eFh6Rh3d/d02/b+85//6Nq1a+bX6dOnc1coAAAoFLjyWMAVLVrUbNvfZs5MbGys2ba/hW3Py8tLXl5e5vepa8kXttvXAADcCUqUKCGbzeaQsQiPBVzx4sXNdka3oG9l3y+j8HirS5cuSbI+KQcAAOQfFy9elL+/v0PGIjwWcGXKlDHb58+ft3RM6rqQklS1alVLx5QuXVqS9Oeff1qemIP0RUVFqXLlyjp9+jRbPeYSn6Vj8Dk6Dp+l4/BZOkbq52hlK2KrCI8FXO3atc12eHi4pWNOnTpltlP3uc6Km1vK47F+fn78R+wgvr6+fJYOwmfpGHyOjsNn6Th8lo7hqFvWEhNmCrxatWqZk1727t2rpKSkLI/ZuXOn2W7UqJHTagMAAIUP4bGA8/b2VosWLSRJ0dHRaYJhRtatWycp5Wpi586dnVofAAAoXAiPhUDPnj3N9syZMzPte/ToUW3ZskWS9MADD1h+eNbLy0tvvvlmmhnYyBk+S8fhs3QMPkfH4bN0HD5Lx3DG52gzUtdgQYF14cIFVa9eXTExMfL09NSuXbtUv379dPs+9NBDWrJkiSRpxYoV6tKlS16WCgAACjiuPBYC5cqV0/PPPy9Jio+PV8+ePRUWFpamT1JSkkaNGmUGx+DgYIIjAADINq48FhJxcXEKCQnR9u3bJaXsHNO5c2cFBQUpKipKoaGh5izrChUqaOfOnbrrrrtcWTIAACiACI+FSGRkpJ544gn9/PPPGfZp3LixFixYoLvvvjsPKwMAAIUF4bGQMQxDP/zwg2bNmqV9+/bp4sWLCggIUN26ddWvXz/16dPHIQuFJicn6/PPP1flypXVrVs3B1QOAAAKAp55LGRsNpseeeQRrVixQqdPn1ZcXJxOnz6tVatWqX///g4JjmfOnFGnTp307LPPavny5dk+/uLFi5o4caKaN2+ucuXKqWjRoqpRo4Yef/xxrV69Otf1FXRxcXGaPn26OnfurPLly8vT01Nly5bV/fffr4kTJ+ry5cuuLrFAWrt2rQYOHKhatWrJx8dHHh4eKlOmjJo1a6ZRo0bp4sWLri6xwBk6dKhsNptsNptat27t6nLyvZs3b+qLL75Qjx49VLVqVRUrVkw+Pj6qUaOG+vfvr7Vr17q6RJc7ePCgRowYoQYNGqhkyZLy9fVVvXr1NHz48Nue5UfGli1bZv57V7JkSXl5ealChQrq0aOHvvrqK8XHx+fuBAZgUXx8vPHee+8ZxYoVMyQZkoyhQ4dma4zFixcbpUuXNo9P76t///5GTEyMk95F/rZjxw6jRo0amX4+fn5+xoIFC1xdaoFx7tw5o1OnTpl+ppKMlStXurrUAuXcuXOGl5eX+fmFhIS4uqR8LTQ01KhcuXKWfw979OhhXLlyxdXl5rmkpCTj7bffNtzd3TP8bDw8PIzJkye7utR87fjx48Z9992X5d+zoKAg48CBAzk+D9sTIktxcXGaOXOmJkyYoD///DPH4yxbtky9evWS8f+flKhbt65CQkLk7e2t7du3m+tPzp07VwkJCZo/f75D6i8o9u3bp3bt2ikqKkqSVKxYMfXo0UOBgYE6f/68li5dqkuXLunatWt67LHHlJSUpMcff9zFVedve/fu1YMPPqjIyEhJUpEiRdS2bVvVqlVL3t7eOnPmjPbv36+DBw+6uNKCZ/z48YqLi3N1GQXCqlWr1LVrV3MHsICAAIWEhKh69eq6fv26Nm3apH379kmSli5dqh49emjt2rXy8PBwZdl5avTo0Zo8ebL5fevWrdW4cWPFxMRo9erVOn78uBISEjRy5Ej5+Pho2LBhLqw2f7pw4YKaNWumS5cuSUrZRKRdu3aqVauW3NzctGfPHq1bt07Jyck6dOiQ2rVrp+3bt6tq1arZP5nj8i4Km/PnzxtDhgwxSpUqleb/WAICArJ95fH06dOGr6+vIclwc3MzPvroIyM5OTlNn++//97w9PQ0x/7666+d8bbyrXvvvdd8782bNzdOnjyZ5vVLly4Z//znP80+JUuWNCIjI11TbAFw6tQpo0KFCmmuaF+4cCHdvvv27TP+/PPPPK6w4Dp27Jjh4eGR5t8FrjxmbOrUqea/nbNnzzbi4uJu6/Pdd9+luZL70UcfuaBS11iyZIn5vkuVKmVs2LAhzeuJiYnG6NGjzT6enp7GiRMnXFRt/nXo0CHzCu3rr7+e7u+HvXv3GoGBgeZn2atXrxydi/CIDK1bty7NLwcfHx9j3Lhxxpdffpnt8Pjss8+ax4wZMybDfpMnTzb71a1b97aAWVht27bNfN++vr4ZBpmbN28a9erVM/t+/PHHeVxpwdG2bVvzc5o4caKryylUHnroIUOSUbZsWcKjBVOnTjXatGlj/PXXX5n2mzJlivl51qpVK4+qc63k5GSjfv365vsODQ3NsG/37t3NfsOGDcvDKguGQ4cOGZUqVTL27NmTab+9e/eajwfYbDYjIiIi2+ciPCJDqeHRy8vLGDp0qHHq1CnDMAxj1qxZ2QqPly9fNv+PulSpUpk+z5iYmJjmatGvv/7qsPeTn3388cfmex48eHCmfT///HOzb79+/fKowoJl0aJFfEZOYv/ZfvbZZ4RHC/bu3WvExsZm2S8+Pt4oUaKE+ZmeOXMmD6pzrRUrVpjvt1OnTpn2DQsLM/sWK1Ys3Su4d7ILFy7cdscqI/bPgefkLh+zrZGh8uXL69NPP9Xp06c1bdo0ValSJUfjrFy50nw26oknnlDRokUz7Ovu7q6+ffua34eGhubonAWN/bNjWX3OgYGBZvvmzZvOKqlAGz9+vCSpePHimjRpkourKTyioqLM3aw6d+6szp07u7iigqFhw4by9vbOsp+Hh0earWXPnj3rzLLyhcWLF5vtwYMHZ9o3KChITZo0kSTduHFDmzdvdmZpBU5AQECa3w+Zueeee8x2Tv6eER6RoTp16ui5556Tv79/rsb56aefzHb79u2z7G+/5MfGjRtzde6CombNmmY7dSegjJw4ccJs16pVy2k1FVRHjx7Vb7/9Jknq06ePypcv7+KKCo///Oc/ioiIkJeXlz766CNXl1Moubu7m23jDliGOfX3g81mU7t27bLsfyf+fnCG3P49IzzC6fbs2WO277vvviz7N23a1GwfPXrUGSXlO+3bt1dAQIAkaeHChRkGyJiYGP3vf/+TJLm5ualfv355VWKB8d1335ltZqM7ztatWzVt2jRJKTNj7f+HB45jv6JF6r8JhVVkZKQiIiIkpVysKFmyZJbH3Im/H5wht3/PCI9wquTkZB0/flxSyi1EK39JAwIC5OPjIynlcvqNGzecWmN+4OPjY95ejYqKUu/evW/7h/Gvv/7SY489piNHjkiShg8frqCgoDyvNb/bunWrpJQrGc2aNTP/fMeOHZo5c6bGjx+vzz77TBs2bFBiYqKryixQrl+/rieffFLJycmqVauWXn31VVeXVChdvHhRZ86ckSSVKlUqZ0uoFCB//PGH2a5Ro4alY+xvyxIec2737t1m2/4WtlWs8winOnv2rPlcXuXKlS0fV6FCBR07dkySdOnSJRUrVswp9eUnTz75pC5cuKAxY8Zo9+7datiwoXr27KkaNWro3LlzWrJkibm7zIABA3iWLwOp/yhWq1ZNJUqU0MaNGzV06FAdPnz4tr7lypXTW2+9xZpxWXj22Wd17Ngx2Ww2TZ8+XV5eXq4uqVCaNm2akpOTJUm9e/eWzWZzcUXOZf8IjtXfDxUrVjTbqeu3Ins2btyoAwcOSJLuvvtuNWrUKNtjEB7hVKkLXkuSn5+f5eNKlChhtu+EK4+pRo0apcqVK6tv3766efOmFixYcFuf0aNHa+LEiS6oLv+7evWqzp07J0kqW7asfvjhB/Xp08dcnPlWFy5c0DPPPKPt27dr5syZhf6XdU7MmzdPc+fOlSS9+OKLCg4OdnFFhdPhw4fN/66LFCmiUaNGubgi58vJ74c79XeDo8TGxuqZZ54xvx8zZkyOxuG2NZzK/j9uK7MN0+sbExPj0JryK8MwNG7cOA0YMCDTB5gnTZqkZ555ht090mG/7/e1a9f09NNPKykpSX379tWWLVt0/fp1Xbt2TevXr9dDDz1k9p09e7Y++OADF1Scv504ccL8RRMUFGTOYodjnT9/Xt26dTP/rXvttddUu3ZtF1flfDn5/XAn/m5wlMTERD3++OPmHuFt27bVoEGDcjQW4RFOZb+UTHa22rKfCWbfLsz+9a9/6bXXXlN8fLz8/f314Ycf6uTJk4qLi9OZM2c0ffp0ValSRYZhaNq0aerevbsSEhJcXXa+cu3aNbN95MgRXbt2TdOmTdM333yjFi1aqFixYvL19VVISIgWLVqU5v+633777TTH3+lu3rypxx57TFFRUfLy8tK8efMyXWYLOXP06FHdf//95rPhjzzyiF5//XUXV5U3cvL74U783eAI169fV8+ePbVkyRJJUu3atfXtt9/KzS1nMZDwWMAFBgbKZrPl+Ktbt25Orc/+l012rpTFxsaabfvbFK7mrM972rRpmjFjhqSUB8d3796t4cOHKzAwUJ6enqpYsaIGDx6s33//Xffee68kafXq1XrjjTfy7L07mjM+y1tvYz355JMaOnRohjW8++67qlu3riQpOjo63ccE8jtn/Z0cOnSoduzYIUn68MMP9Y9//CMP35Vr5PW/pz/++KOaNGliBscnnnhC8+bNy/Ev9IImJ78f8uvvhvzswIEDatKkibksUqNGjfTLL7/kahm+O+NvKFymePHiZjs7txjs+xb2fyBiY2P12muvmd9//fXXqlSpUrp9S5curYULF8rT01OS9MEHH9wRCwlbdeuVsayeG3N3d09z22bdunVOqaug+fDDDzVnzhxJUt++fdM8I4XcS0hI0IgRI/Twww8rKipK7u7u+u9//6u5c+dm6w5NQZeT3w930u8GR5gzZ46aN29urtLxz3/+U5s2bVKFChVyNS4TZgq4//3vf7p+/XqOj88opDhKmTJlzPb58+ctH5e69pePj0+uFyl3JGd83suXL9elS5ckSc2bN89yLcxq1arpoYce0nfffaf4+Hh9++23evnll3Nck6s447P09fU128WLF0+zW0dGWrRoYbazWqA9P3L057hmzRozdNevX19ffPFFruorSPLi39OLFy/q4YcfNndHqVSpkr7++muFhITk+LwFVU5+P6T+bpBU6Jcyyo3ExES99NJL+uyzzySlPCv6/vvv67nnnnPI+ITHAs7+of/8yN/fX6VKldKVK1d09uxZJSQkZPl/1teuXTNn4dWpUydfzYB1xueduhuKlBIerbjvvvvMxbC3bdvm8JrygjM+y4oVK8rNzU3JycmWn8+zX3s0N8HBVRz9OdrPTrfZbHr44Ycz7Gt/C3Hfvn3q1KmT+X1B3FrU2f+eHj16VO3btzf/J6Vr166aM2eOSpcu7dTz5lf2k4LCw8MtHWP/P3ipj5wgrRs3bqhXr15avXq1pJSdyL7//ns1aNDAYecgPMLp6tatq19//VXJycnas2dPmh0C0pP6nJWkHK0/VdDYT9Kwv42TGft1L5nk8TcfHx9Vr15dx44d0+XLlxUXF5flmoT2D+3fqb/E7dnPWN+/f7/2799v6bgrV65o1apVziqrwAsPD1dwcLB5he3NN9/Um2++ma/+5ziv1apVS+7u7kpKStLevXuVlJSU5SSYnTt3mu074fdDdsXHx6tLly7m1o3du3fXN9984/Bb/DzzCKdr06aN2f7ll1+y7G//3JmzJ/TkB2XLljXb9rdkMnP69Ol0j8ffW2AmJSVp+/btWfY/dOiQ2WavcDhDfHy8evbsqfPnz8tms+nLL7/UW2+9dUcHRynlVmrqYyPR0dFpgmFGUn8/uLm5qXPnzk6tryB66aWXzOA4aNAgLV682CnPhhIe4XQ9e/Y027Nmzcq0b3JysrkgsY+Pjzp27OjU2vKD1NnTUsrzZla2zFu+fHm6xyPlgfBUX375ZZb9Fy1aZLY7dOjglJoKEsMwLH+dPHnSPC4kJCTNa/jbRx99pH379klKWcPx6aefdnFF+Yf974eZM2dm2vfo0aPasmWLJOmBBx7IV8/D5we//fabPv/8c0kp/z1++eWXTpu5T3iE0zVp0sQMOEeOHNH06dMz7Pvxxx+bV9Wee+65O2Jbwo4dO5q7K0RERGjKlCmZ9p87d6727NkjKWUnit69ezu7xAKlU6dO5sSFb775Rps2bcqw744dO/T9999LStkSs3v37nlSI+4chmHo008/lZRyl2Ds2LEurih/6d+/v3x8fCSlLNafum1eeuxXTxg9erTTaytoPvnkE/N/3CZPnuzcJZ8MIJtmzZplSDIkGUOHDrV0zIoVK8xjihYtavzwww+39VmwYIHh5eVlSDJKly5t/PXXX44uPd/64IMPzM/Hw8PDmDJlipGUlJSmT1JSkjF9+nTD29vb7Pvcc8+5qOL8bc6cOeZnVKpUKWP16tW39dm4caMREBBg9ps5c6YLKi3YTp48aX5+ISEhri4nXzp06JD5GT300EOuLidfGj16tPkZVa9e3Th48GCa1xMTE41///vfZp/g4GAXVZq/lS9f3vw3z9lshsH9BWTP7NmzzbXxhg4dqmnTplk6bsSIEfrf//5nfp+6LI3NZtOWLVvMWcdFihTRqlWr1LZtW4fXnl8ZhqEnnnhC8+fPN/+sWrVqateunQICAhQZGak1a9boxIkT5ustW7bU2rVrs7Xt453k6aefTnMbrFWrVuZs9h07dmjz5s3m/6U/9dRT5iLtsC48PFzVqlWTlHKbbP369a4tKB9atmyZevToIUm65557zLZVAwcOVGBgoBMqyz/i4uIUEhJiPqPs7u6uzp07KygoSFFRUQoNDTVnWVeoUEE7d+7UXXfd5cqS853o6GhzqbJSpUrpxRdfzNbxrVu3VuvWra0f4PR4ikInJ1ceDSPl/x5Hjhxp2Gw28/hbvwICAozQ0FAnVp9/JSUlGW+99Zbh6emZ4ecjybDZbMbgwYONGzduuLrkfC0hIcEYMWJEpn/fPDw8jNdff91ITk52dbkFElceszZ37txM/3vO6mvdunWufgt54q+//jI6dOiQ6WfRuHFj4+jRo64uNV86ffp0rv6evfnmm9k6H888Is+4u7vr/fff19atWzVw4EDVqFFD3t7e8vf3V/PmzfXee+/p4MGDd8QkmfS4ubnpzTff1PHjx/XGG2+oZcuWKlu2rIoUKaLSpUurcePGGjlypA4ePKjp06ebzwkhfUWKFNEHH3yg7du3a8iQIapVq5Z8fHzk6+urBg0a6N///rfCwsL0zjvv3PGzXuE8VibAIeV50NDQUC1cuFBdunRRpUqV5OnpqUqVKqlDhw6aM2eOtm7dqrvvvtvVpeZLef33jNvWAAAAsIwrjwAAALCM8AgAAADLCI8AAACwjPAIAAAAywiPAAAAsIzwCAAAAMsIjwAAALCM8AgAAADLCI8AAACwjPAIAAAAywiPAAAAsIzwCAAAAMsIjwAAALCM8Agg3wgPD5fNZpPNZlOdOnVcXQ4KmNmzZ5t/f4YNG+bqcoBCi/AIAHng+vXr+vrrr/X4448rKChIfn5+KlKkiHx8fHTXXXepWbNmeuaZZ7RhwwZXl3pHO3v2rIoUKSKbzaZ+/fqleS01mHp7e7uoOiB/IDwCgJN99tlnCgwMVP/+/fXtt9/q8OHDioqKUlJSkmJjY3X+/Hnt2LFD06ZN00svveTQc1+6dElVqlSRzWZT3759HTp2YTRjxgwlJSVJkv71r385ZMwxY8bIZrPJz89Pf/zxh0PGBFypiKsLAIDCbPDgwZoxY4b5fYUKFdSyZUtVrFhRPj4+unr1qg4fPqydO3cqOjra4ed/4okndPr0adWqVUtffPGFw8cvTJKTk82fVe3atRUSEuKQcceNG6dff/1VmzdvVu/evbVjxw4VLVrUIWMDrkB4BAAn+eSTT8wwUrx4cX388ccaMGCA3Nxuv+lz8+ZN/fjjj/rxxx8ddv4ZM2Zo1apVstls+vLLL1W8eHGHjV0Y/fzzzzp16pQkx111lCR3d3fNnDlTDRs21MGDB/XGG29o0qRJDhsfyGvctgYAJ0hISNC4cePM7+fPn69BgwalGxwlydvbW3379tX333/vkPNfuXJFo0ePliQNGjRIDzzwgEPGLcxSr8x6enpqwIABDh27Zs2aGjNmjCTpww8/1N69ex06PpCXCI8A4AQ7duzQhQsXJEnVqlVTt27d8vT8kydP1uXLl+Xp6am33norT89dEF24cEHLli2TJPXu3Vtly5Z1+DlGjhypsmXLKikpSa+++qrDxwfyCuERAJzgzJkzZrtcuXJ5eu7r16/rk08+kSQNHDhQlStXztPzF0QzZ85UYmKiJGnIkCFOOUfx4sU1YsQISdKKFSv0+++/O+U8gLMRHgEUaIcPH9brr7+uli1bqkKFCvLy8lLp0qVVv359Pffcc9q0aVO2x9y8ebOGDh2q2rVry9fXVyVKlFD9+vU1duxYRURESPp7Bq3NZtOECRNuG8PLy8tsHz161AwmeWH+/PmKioqSJD377LMZ9mvdurX5HrZt2yZJOn/+vF5//XU1aNBAJUqUkK+vr9q0aaPFixffdvylS5f03//+V/fee69Kly6t4sWLq169enrllVcUGRmZrZrXrl2r5557Tg0bNpS/v788PT1Vvnx53XfffXrttdd0/PjxbI2XHYZh6Msvv5SUcnu5devWTjvX4MGD5enpKUmaOnWq084DOJUBAPnEyZMnDUmGJKN27dqZ9r1+/brx1FNPGW5ubuYxGX11797duHz5cpbnv3HjhtG3b99MxypdurSxZs0a45VXXjH/bPz48beNFR4enua4SZMm5fhzya7g4GBDknHPPfdk2i8kJMSsb+vWrcbGjRsNf3//DN/72LFjzWN37NhhlCtXLsO+5cqVMw4ePJhlrceOHTMeeOCBLH+GHh4expgxY4ykpKQMx5o1a5bZf+jQoZY/r9WrV5vHvffeexn2S+3j5eVleez0PPTQQ4Yko0SJEkZcXFyuxgJcgdnWAAqcS5cu6cEHH9SePXvMP2vQoIFatmyp0qVL6/Lly/r111914MABSdKyZcvUsmVLbd68WWXKlEl3zJs3b6pr165av369+Wd16tRRSEiISpcurYiICK1cuVJ//fWXevfurfbt22daY9WqVdW+fXutXr1akjR69GglJSVp1KhRGU6acYQrV67o119/lST16NHD8nHHjx/XM888o7i4OPXu3Vu1atXSxYsXtXz5cl28eFGS9N///lcNGjRQkyZN1KZNG12/fl01a9ZUly5d5OHhoV27dmndunWSUp4hfPTRR7Vnzx4VKZL+r5odO3aoc+fOunTpkiSpSJEiuv/++9WwYUP5+PgoIiJCa9eu1dmzZ5WQkKAJEyboxIkT+vbbb2Wz2XLzMaVhP1Fm4MCBDhs3Iz169NDixYsVHR2t9evXq0OHDk4/J+BQrk6vAJDKypXHpKQko2PHjma/KlWqGL/88ku6fUNDQ42AgACzb8+ePTM89+jRo81+JUqUMBYuXHhbnxs3bhgvvPDCbVfF0rvyaBiG8ccffxilSpVK07dJkybG+vXrs/4wcmjRokVpriZmxv7KY+nSpY0KFSoYBw4cSNMnKirKaN++vdmvXr16xv33329IMp5//nkjISHhtvO7u7ub/X/44Yd0z33x4kWjYsWKZr+QkBDj2LFjt/VLTEw0PvzwwzRjfvjhh+mOmZMrjxcvXjQ8PT0NScajjz6aad/UsXN75TEiIsIc69///neuxgJcgfAIIN+wEh7nz59v9vH39zf+/PPPTMfcv3+/4e3tbR6zYcOGdM+bGk7c3NyyDHfPPPOMpfBoGCm3d8uXL39b4HzwwQeN7du3Z3qenBg7dqx5m/fmzZuZ9rUPjzabzfj111/T7Xf+/HnDx8cnTf0dOnQwkpOT0+0/YMAAs9+TTz6Zbp+hQ4eafYKDg7Osdfr06WZ/Pz8/Iyoq6rY+OQmP7733nnnM6tWrM+3rqPBoGIYZnENCQnI9FpDXmDADoEB5//33zfbkyZOznElcv359c4arlLJV4K2mT59ubkk3aNCgLHcWmThxokqVKmWp3iZNmmjfvn3q06dPmj9fs2aNmjdvrj59+ujEiROWxrJi//79kqSgoKA0k3ay0r59e7Vs2TLd18qVK6dOnTql+bNJkyZleOv40UcfNdv2jxakioyM1FdffSUp5Vb17Nmzs6x18ODBZn3Xrl3TN998k2l/q1InytSoUUPt2rVzyJhW3HPPPZLEeo8okAiPAAqMCxcuaNeuXZKksmXL6rHHHrN03ODBg8126jN59pYvX262hw0bluV4JUqUUMeOHS2dW5L8/f317bffasuWLWrRokWa17777jsFBQVp4sSJMgzD8pgZSd0hJTAwMFvHZbUOZePGjc12nTp11LBhwwz71q9f32yfP3/+ttfXrl2rmzdvSpK6du2qatWqWarx6aefNtvp/Ryza/369eZe04MHD3boc5RZSf35XL161ZwZDxQUhEcABcbWrVvN9gMPPCAPDw9Lx1WvXl3ly5eXJF28eNFcbkeSYmJidPDgQUkpofDee++1NKbVwGOvRYsW2rJlixYvXpwmfMXHx2vMmDF67LHHcr2kz7lz5yRJFStWzNZxtWvXzvR1f39/s92oUSPLfa9fv37b6/Y/x7Zt21otUa1atTLbu3fvtnxcRlInynh4eGjQoEG5Hi87KlWqZLbPnj2bp+cGcovwCKDAsP8lW7NmzWwdW7VqVbNtvwbh6dOnzVvWtWrVsnz1KXWtvpzo2bOn9uzZozlz5qRZQPy7777TCy+8kONxpb/DWnb3sS5RokSmr9u/Xz8/v0z7Fi1a1Gynfrb2cvpzzOhnmBOXLl0y9xHv0aNHni/kXqxYMbOdXsAG8jPCI4AC4+rVq2bb19c3W8fahyn7X9b2Y2YVihzJZrOpf//+2r9/v+6//37zz6dNm6YtW7bkeNy4uDhJKXtlZ7ceZ/RNT05/jt7e3nJ3d5eU+8A1Z84c87Ny1o4ymbEP2LGxsXl+fiA3CI8ACgz7X7g3btzI1rH2/UuWLGm2k5OTzXZ2bhk7ascYf39/rVy5UtWrVzf/bPr06TkeL/VWfmowyo9y+nOMi4szr2Ta/wxzIvUzrlatWpZrdjqD/c8nOxObgPyA8AigwLB/li67M5RPnz5ttlOff5TShpDU5wWt+Ouvv7J1/swUL15cw4cPN7/PzQxcHx8fSSnPcuZXOf052v8M77rrrhyff9OmTTp06JCkvJ8ok8r+55P6MwMKCsIjgAKjSZMmZnvjxo3pPk+Xnj///NOcJFO7du00u8wEBgaaV+uOHTtm+Vm63377zWrZltSqVctsp85EzomAgABJ+XsShv3PMTuzpu1v52e0rJAVqVcdixQpkucTZVLZ/3zy+nlLILcIjwAKjDp16piTJs6dO2dOeMjKzJkzzXbXrl3TvFa0aFFzzT3DMDR79uwsx9u5c2e66xfmhv2SNtmdKW2vSpUqkv5esic/6tChg3m1b/HixTpz5oyl4zL7OVp19epVff/995Kk7t275+oKZm6k/nx8fHzSXIkFCgLCI4ACxf727osvvpjlFbYjR45o0qRJklKuNL300ku39enfv7/ZHjduXJrbo7e6efOmhg4dmmWdoaGh2rdvX5b9pJTQah+McvMMXt26dSVJYWFhDnsu09GqV69u7rsdHx+vQYMGKSEhIdNj5s6dqw0bNkhKuXqc1bqUGZkzZ445QeVf//pXjsZwhNS/G0FBQS6rAcgpwiOAAmXYsGHmOoPnz59Xq1atzFBxq7Vr16pNmzbm82VvvfWWeWXO3sCBA82daq5evaq2bdum+9zhqVOn1LFjR+3evTvNBJf0HD58WE2bNtVTTz2l7du3Z7gA+JUrVzRgwABt3LhRklS6dGkNHDgw07Ez07RpU0kpM3gPHDiQ43GcbdKkSebyQGvWrFHnzp118uTJ2/olJSVpypQp5gLh7u7u+vzzz3P8nGLqLeuqVatma6F3R7p8+bKOHTsmSWrWrJlLagByo4irCwCA7PD29tb333+vNm3a6MyZMwoPD1fr1q3VqFEjtWzZUqVKldLly5e1ZcuWNFf++vbtq7Fjx6Y7ZvHixTVnzhx17NhR8fHxOnbsmO699161bt1a//jHP+Tm5qaDBw9q7dq1iouL0yOPPKJ69erp7bffzrTW+Ph4zZo1S7NmzVLZsmXVsmVLVa1aVX5+foqOjtbhw4e1YcMG8xlHb29vff311+Zzizlhv7Xi6tWr9Y9//CPHYzlTzZo1NXfuXPXp00dxcXFau3atatWqpeDgYDVo0EA+Pj46e/as1q5da97WdnNz08cff5zl9pEZ2bp1qxmon376abm55ez6SXx8vFq3bm2p77fffptmgpaUEpZTtWnTJkc1AC7l2q21AeBvJ0+eNCQZkozatWtn2jciIsJo27at2T+jLx8fH+P//u//jOTk5CzPHxoaapQpUybT8QYOHGjExMQYb775pvlnEydOvG2shQsXGkWKFMmyvtSvxo0bG9u3b8/xZ2fvnnvuMSQZrVq1yrRfSEiIef6tW7dm2nfWrFlm36FDh2ZZQ2pfLy+vTPtt2rTJqFGjRpafT8WKFY0lS5bkqsZBgwYZkgx3d3fjzJkzWb6HjN5Tdr5Onjx52zh9+/Y1JBmenp5GVFRUtusAXI0rjwAKpAoVKmjt2rVau3atFixYoE2bNuncuXOKjY1VmTJlVLNmTXXs2FGDBg2yPCmiY8eO+uOPPzRlyhQtWbJEx48fV1xcnCpWrKhmzZpp8ODB5pUi+0Wq01vo+pFHHtEDDzyg0NBQbd68WQcPHtTx48d16dIlFSlSRH5+fqpRo4aaNGmihx56SG3atHHYkjF9+/bV77//ri1btujo0aPZ3o0nL91///06fPiw5s+fryVLlmjXrl26ePGiDMOQv7+//vGPf6hbt27q379/thc+txcVFaUFCxZISplsk5tJSblx7do1LVmyRFLKTkNZ7ewD5Ec2w8jgQRwAQIYGDRpkzsyeP3++HnvsMdcWZCcyMlKVKlVSXFycXn75ZU2ePNnVJbncZ599pueee06StHz58hzP1s6tTz75RC+++KKklGWKrN7+BvITJswAQA7YP0959913u7CS25UtW1aDBw+WJH3++ecOXdC8oEqdKFO5cmV17tzZJTXExcXpvffekyS1atWK4IgCi/AIANl04cIFMzx6eXmpYcOGLq7odq+99pqKFSumGzdu6N1333V1OS61Y8cOc13O3EyUya0pU6bozJkzstlsmjhxoktqAByB8AgA2TR16lRzDcUHH3xQnp6eLq7oduXLl9e4ceMkpYSWXbt2ubgi1/niiy8kpSzzk7rkT147ffq03nrrLUnSkCFD1KpVK5fUATgCzzwCgKQ9e/ZYWtZmx44deuCBBxQXFydJ+umnn1x2GzQrycnJateundavX6+GDRtq+/btuZp0UlBNnjxZ0dHRqlChgoYMGZLn5zcMQ507d9aqVatUs2ZN7dq1i4kyKNAIjwCglNvPffr00fDhw9W4cePbXk9KStJXX32l4cOHKzo6WlLK9nZLly7N61Kz5eLFi7r33nt15swZPfXUU5oxY4arS7rjvPPOO3rzzTdVokQJbd++nV1lUOARHgFAKVsXJiUlSZJq1KihVq1aqUKFCkpISNDp06e1fv16Xbx40ezfoEEDrV27ln2JAdxxCI8AIKlSpUqKiIjIsp+bm5v69eunTz/9lFuPAO5IhEcAUMqWc8uXL9fKlSu1e/duhYeHKzo6Wh4eHipdurTuvvtutW7dWo899phq167t6nIBwGUIjwAAALCMpXoAAABgGeERAAAAlhEeAQAAYBnhEQAAAJYRHgEAAGAZ4REAAACWER4BAABgGeERAAAAlhEeAQAAYNn/A3hBjhs06LC3AAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_data['experimental_logS [mol/L]'].plot(kind='hist', bins=20)\n", - "plt.gca().spines[['top', 'right',]].set_visible(False)\n", - "plt.xlabel(\"logS (mol/L)\")\n", - "plt.xlim([-10, 2])\n", - "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n", - "plt.ylim([-10, 1200])\n", - "plt.yticks([0, 400, 800, 1200])" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "2.01435" - ] - }, - "execution_count": 90, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "all_data['experimental_logS [mol/L]'].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(-10.0, 1000.0)" - ] - }, - "execution_count": 72, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_data['mol_fraction_solubility'].plot(kind='hist', bins=20)\n", - "plt.gca().spines[['top', 'right',]].set_visible(False)\n", - "plt.xlabel(\"Solubility (mol fraction)\")\n", - "plt.ylim([-10, 1000])" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "99 165\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 99/99 [00:04<00:00, 22.58it/s]\n", - "100%|██████████| 165/165 [00:13<00:00, 12.01it/s]\n" - ] - } - ], - "source": [ - "unique_solvents = pd.unique(all_data[\"solvent_smiles\"])\n", - "unique_solutes = pd.unique(all_data[\"solute_smiles\"])\n", - "print(len(unique_solvents), len(unique_solutes))\n", - "\n", - "rdkit_mols_solvent = np.array(list(Chem.MolFromSmiles(i) for i in unique_solvents))\n", - "rdkit_mols_solute = np.array(list(Chem.MolFromSmiles(i) for i in unique_solutes))\n", - "\n", - "\n", - "cache_filepath = \"solvent_descriptors.csv\"\n", - "solvent_descriptors = get_descriptors(cache_filepath, DESCRIPTOR_SET_LOOKUP[\"all\"], rdkit_mols_solvent)\n", - "solvent_descriptors = solvent_descriptors.to_numpy(dtype=float)\n", - "\n", - "cache_filepath = \"solute_descriptors.csv\"\n", - "solute_descriptors = get_descriptors(cache_filepath, DESCRIPTOR_SET_LOOKUP[\"all\"], rdkit_mols_solute)\n", - "solute_descriptors = solute_descriptors.to_numpy(dtype=float)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Boobier Dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "425\n", - "405\n", - "639\n", - "1440\n" - ] - } - ], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\", \"highsol\")\n", - "benzene_data: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"benzene_solubility_data_features.csv\"))\n", - "acetone_data: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"acetone_solubility_data_features.csv\"))\n", - "ethanol_data: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"ethanol_solubility_data_features.csv\"))\n", - "\n", - "# find all the unique molecules in the dataset and calculate their descriptors\n", - "print(len(pd.unique(benzene_data[\"solute_smiles\"])))\n", - "print(len(pd.unique(acetone_data[\"solute_smiles\"])))\n", - "print(len(pd.unique(ethanol_data[\"solute_smiles\"])))\n", - "\n", - "all_solutes = pd.concat([benzene_data, acetone_data, ethanol_data], axis = 0)\n", - "unique_solutes = pd.unique(all_solutes[\"solute_smiles\"])\n", - "print(len(unique_solutes))" - ] - }, - { - "cell_type": "code", - "execution_count": 111, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "([,\n", - " ,\n", - " ,\n", - " ],\n", - " [Text(0, 0, '0'), Text(0, 25, '25'), Text(0, 50, '50'), Text(0, 75, '75')])" - ] - }, - "execution_count": 111, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "benzene_data['logS'].plot(kind='hist', bins=20, alpha = 0.5, label = 'benzene')\n", - "ethanol_data['logS'].plot(kind='hist', bins=20, alpha = 0.5, label = 'ethanol')\n", - "acetone_data['logS'].plot(kind='hist', bins=20, alpha = 0.5, label = 'acetone')\n", - "plt.legend(prop={'size': 20}, frameon = False)\n", - "plt.gca().spines[['top', 'right',]].set_visible(False)\n", - "plt.xlabel(\"logS (mol/L)\")\n", - "plt.xlim([-6, 2])\n", - "plt.xticks([ -6, -4, -2, 0, 2 ])\n", - "plt.ylim([0, 75])\n", - "plt.yticks([0, 25, 50, 75])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Exploring Model Performance" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "metadata": {}, - "outputs": [], - "source": [ - "df = pd.read_csv(\"prepared_data.csv\", index_col=0)\n", - "solute_df = df[[\"solute_smiles\"]]\n", - "solubilities = torch.tensor(df.iloc[:, 2].to_numpy(), dtype=torch.float32).unsqueeze(-1) # keep everything 2D\n", - "temperatures = torch.tensor(df.iloc[:, 3].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "solute_features = torch.tensor(df.iloc[:, 4 : (4 + 1_613)].to_numpy(), dtype=torch.float32)\n", - "solvent_features = torch.tensor(df.iloc[:, (4 + 1_613) :].to_numpy(), dtype=torch.float32)" - ] - }, - { - "cell_type": "code", - "execution_count": 127, - "metadata": {}, - "outputs": [], - "source": [ - "from pathlib import Path\n", - "\n", - "df = pd.read_csv(Path(\"acetone_solubility_data_features.csv\"), index_col=0)\n", - "acetone_solubilities = torch.tensor(df.iloc[:, 3].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "acetone_temperatures = torch.tensor(df.iloc[:, 2].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "acetone_solute_features = torch.tensor(df.iloc[:, 4 : (4 + 1_613)].to_numpy(), dtype=torch.float32)\n", - "acetone_solvent_features = torch.tensor(df.iloc[:, (4 + 1_613) :].to_numpy(), dtype=torch.float32)\n", - "df = pd.read_csv(Path(\"benzene_solubility_data_features.csv\"), index_col=0)\n", - "benzene_solubilities = torch.tensor(df.iloc[:, 3].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "benzene_temperatures = torch.tensor(df.iloc[:, 2].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "benzene_solute_features = torch.tensor(df.iloc[:, 4 : (4 + 1_613)].to_numpy(), dtype=torch.float32)\n", - "benzene_solvent_features = torch.tensor(df.iloc[:, (4 + 1_613) :].to_numpy(), dtype=torch.float32)\n", - "df = pd.read_csv(Path(\"ethanol_solubility_data_features.csv\"), index_col=0)\n", - "ethanol_solubilities = torch.tensor(df.iloc[:, 3].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "ethanol_temperatures = torch.tensor(df.iloc[:, 2].to_numpy(), dtype=torch.float32).unsqueeze(-1)\n", - "ethanol_solute_features = torch.tensor(df.iloc[:, 4 : (4 + 1_613)].to_numpy(), dtype=torch.float32)\n", - "ethanol_solvent_features = torch.tensor(df.iloc[:, (4 + 1_613) :].to_numpy(), dtype=torch.float32)\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "PythonDeepChemENV", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/figure_2.ipynb b/paper/figures/figure_2.ipynb deleted file mode 100644 index acfb2fe..0000000 --- a/paper/figures/figure_2.ipynb +++ /dev/null @@ -1,47351 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib\n", - "from matplotlib import pyplot as plt\n", - "import pandas as pd\n", - "import numpy as np\n", - "import fastprop\n", - "import os\n", - "from rdkit import Chem\n", - "import scipy\n", - "from matplotlib import cm\n", - "from matplotlib.colors import Normalize \n", - "import seaborn as sns\n", - "from sklearn.metrics import mean_squared_error\n", - "from pathlib import Path\n", - "from matplotlib_venn import venn2\n", - "from matplotlib_venn import venn2_circles\n", - "import polars as pl\n", - "import matplotlib.image as mpimg\n", - "import matplotlib.transforms as mtransforms\n", - "from rdkit import Chem\n", - "from rdkit.Chem import Draw\n", - "from scipy.stats import gaussian_kde\n", - "import matplotlib.cm as cm\n", - "from matplotlib.colors import LinearSegmentedColormap,LogNorm\n", - "\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})\n", - "\n", - "colors = sns.color_palette(palette='Accent').as_hex()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "def stats(true, predicted): \n", - " mse = mean_squared_error(true, predicted)\n", - "\n", - " differences = np.abs(true - predicted)\n", - " within_1_unit = differences <= 1\n", - " percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n", - " \n", - " return mse, percentage_within_1_unit\n", - "\n", - "def inchify(smi):\n", - " return Chem.MolToInchi(Chem.MolFromSmiles(smi))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Fastprop Krasnov performance" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE Krasnov training= 0.21805961604156238 \n", - "Percentage within 1 logS for Training = 99.28817946505607\n" - ] - } - ], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n", - "training_performance: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsoldb_fastprop_nonaq_predictions.csv\"))\n", - "mse_training, percentage_within_1_unit_training = stats(training_performance['logS_true'], training_performance['logS_pred'])\n", - "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training)}\", \n", - " \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Chemprop Krasnov performance" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE Krasnov training= 0.28261579793973973 \n", - "Percentage within 1 logS for Training = 99.18512127312817\n" - ] - } - ], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n", - "training_performance_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsoldb_chemprop_nonaq_predictions.csv\"))\n", - "mse_training_chemprop, percentage_within_1_unit_training_chemprop = stats(training_performance_chemprop['logS_true'], training_performance_chemprop['logS_pred'])\n", - "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training_chemprop)}\", \n", - " \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training_chemprop}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Label distributions" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n", - "solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n", - "training_performance['logS_true'].plot(kind='hist', bins=120, color = colors[5], alpha = 0.4, label = 'Krasnov')\n", - "solprop['logS_true'].plot(kind='hist', bins=20, alpha = 0.4, color = colors[1], label = 'Solprop')\n", - "\n", - "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n", - "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n", - "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n", - "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) \n", - "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha = 0.4, color = colors[6], label = 'Leeds')\n", - "\n", - "plt.gca().spines[['top', 'right',]].set_visible(False)\n", - "plt.xlabel(\"logS (mol/L)\")\n", - "plt.xlim([-10, 2])\n", - "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n", - "plt.legend(prop={'size': 20}, loc = 'upper left', frameon = False) \n", - "#plt.ylim([-10, 1200])\n", - "#plt.yticks([0, 400, 800, 1200])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Venn Diagram of solute overlap" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were 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WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:26] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Charges were rearranged\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:28] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:29] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:30] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:31] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Charges were rearranged\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Charges were rearranged\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Charges were rearranged\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Charges were rearranged\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:36] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:37] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:39] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:43] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Charges were rearranged\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:44] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:45] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Charges were rearranged\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:46] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:47] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:48] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:49] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:50] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Charges were rearranged\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:51] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Charges were rearranged\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:52] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:53] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Charges were rearranged\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:54] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:55] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Charges were rearranged\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:56] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Charges were rearranged\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:57] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Charges were rearranged\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:58] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Charges were rearranged\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:28:59] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Charges were rearranged\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:00] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:01] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Charges were rearranged\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:02] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:03] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:04] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", 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stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Charges were rearranged\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:05] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] 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"\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:06] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "642\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:07] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:08] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Charges were rearranged\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:09] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] 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"\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:10] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", 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"\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "101\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Charges were rearranged\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:11] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges neutralized\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", 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undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Charges were rearranged\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:12] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1016\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n", - "[13:29:13] WARNING: Charges were rearranged\n", - "\n" - ] - } - ], - "source": [ - "training_performance[['solvent', 'solute']] = training_performance['smiles'].str.split('.', expand=True)\n", - "unique_solutes_krasnov = set(inchify(s) for s in training_performance[\"solute\"])\n", - "print(len(unique_solutes_krasnov))\n", - "\n", - "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n", - "unique_solutes_solprop = set(inchify(s) for s in solprop[\"solute\"])\n", - "print(len(unique_solutes_solprop))\n", - "\n", - "leeds_all[['solvent', 'solute']] = leeds_all['smiles'].str.split('.', expand=True)\n", - "unique_solutes_leeds = set(inchify(s) for s in leeds_all[\"solute\"])\n", - "print(len(unique_solutes_leeds))" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Salt was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Charges were rearranged\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:18] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Metal was disconnected\n", - "\n", - "[13:29:19] WARNING: Metal was disconnected\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Metal was disconnected\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:19] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): N(2)\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Charges were rearranged\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:20] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(2)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Metal was disconnected\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Charges were rearranged\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:21] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): N(2); Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:22] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Salt was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:23] WARNING: Charges were rearranged\n", - "\n", - "[13:29:23] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Metal was disconnected\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Charges were rearranged\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:24] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Charges were rearranged\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:25] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: not removing hydrogen atom without neighbors\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Charges were rearranged\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:26] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Metal was disconnected\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:27] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:28] WARNING: Charges were rearranged\n", - "\n", - "[13:29:28] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Charges were rearranged\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:29] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Charges were rearranged\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:30] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Charges were rearranged\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:31] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Metal was disconnected\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged\n", - "\n", - "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:32] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Charges were rearranged\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:33] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Metal was disconnected\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:34] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Metal was disconnected; Proton(s) added/removed\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(3)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Charges were rearranged\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:35] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Metal was disconnected\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Charges were rearranged\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:36] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): O(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Charges were rearranged\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:37] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Charges were rearranged\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:38] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Charges were rearranged\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:39] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Charges were rearranged\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:40] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:41] WARNING: Metal was disconnected\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Charges were rearranged\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:41] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Metal was disconnected\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Proton(s) added/removed\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): N(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): N(2)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:42] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Metal was disconnected\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Vemeire training data includes 1536 solvents and 20194 solutes.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - 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undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] 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"\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:43] WARNING: Charges were rearranged\n", - "\n" - ] - } - ], - "source": [ - "vermeire_training_solutes = []\n", - "vermeire_training_solvents = []\n", - "for training_set in (\n", - " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\AqueousSolu.csv\"),\n", - " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-Exp.csv\"),\n", - " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-QM.txt\"),\n", - " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-Exp.csv\"),\n", - " Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-QM.txt\"),\n", - "):\n", - " if training_set.suffix == \"xlsx\":\n", - " df = pd.read_excel(training_set)\n", - " else:\n", - " df = pd.read_csv(training_set)\n", - " if \"Aqueous\" in training_set.name:\n", - " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", - " elif \"QM\" in training_set.name:\n", - " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", - " vermeire_training_solvents.extend(df[\"smiles solvent\"])\n", - " else:\n", - " vermeire_training_solutes.extend(df[\"smiles_solute\"])\n", - " vermeire_training_solvents.extend(df[\"smiles_solvent\"])\n", - "\n", - "# cast to set twice - once to remove immediate dupes, again to remove\n", - "# multiple identical representations\n", - "vermeire_training_solvents = set(inchify(s) for s in set(vermeire_training_solvents))\n", - "vermeire_training_solutes = set(inchify(s) for s in set(vermeire_training_solutes))\n", - "print(f\"Vemeire training data includes {len(vermeire_training_solvents):d} solvents and {len(vermeire_training_solutes):d} solutes.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - 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WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:45] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:46] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:47] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Charges were rearranged\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:48] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - 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stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Solprop Testing data includes 97 solvents and 101 solutes.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n", - "[13:29:49] WARNING: Omitted undefined stereo\n", - "\n" - ] - } - ], - "source": [ - "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n", - "vermeire_testing_solutes = set(inchify(s) for s in solprop['solute'])\n", - "vermeire_testing_solvents = set(inchify(s) for s in solprop['solvent'])\n", - "print(f\"Solprop Testing data includes {len(vermeire_testing_solvents):d} solvents and {len(vermeire_testing_solutes):d} solutes.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Overlap of Krasnov and Leeds solutes is 9, or 0.89% of test set.\n", - "Overlap of Solprop training and Leeds solutes is 344, or 33.86% of test set.\n", - "Overlap of Solprop training and Krasnov solutes is 315, or 1.56% of test set.\n", - "Overlap of Solprop testing and Krasnov solutes is 0, or 0.00% of test set.\n", - "Overlap of Solprop training and Solprop testing solutes is 77, or 76.24% of test set.\n" - ] - } - ], - "source": [ - "unique_solutes_solprop_training = set(np.array(list(vermeire_training_solutes)).flatten())\n", - "unique_solutes_solprop = set(np.array(list(vermeire_testing_solutes)).flatten())\n", - "\n", - "\n", - "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_leeds)\n", - "\n", - "print(f\"Overlap of Krasnov and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n", - "\n", - "overlapping_solutes = unique_solutes_leeds.intersection(unique_solutes_solprop_training)\n", - "print(f\"Overlap of Solprop training and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n", - "\n", - "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop_training)\n", - "print(f\"Overlap of Solprop training and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop_training):.2%} of test set.\")\n", - "\n", - "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop)\n", - "print(f\"Overlap of Solprop testing and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")\n", - "\n", - "overlapping_solutes = unique_solutes_solprop_training.intersection(unique_solutes_solprop)\n", - "print(f\"Overlap of Solprop training and Solprop testing solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from matplotlib_venn import venn3, venn3_unweighted, venn3_circles\n", - "\n", - "vermiere_venn = venn3_unweighted(\n", - " [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n", - " (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n", - " subset_areas = (1000, 4*10, 23*10, 675, 309, 50, 60),\n", - " set_colors = (colors[1], colors[2], colors[0]),\n", - " # first set, second set, overlap 1/2, 3rd, overlap 1/3, overlap 2/3, total overlap\n", - ")\n", - "#venn3_circles((1000, 4*10, 23*10, 675, 309, 50, 60))\n", - "\n", - "for set_label in vermiere_venn.set_labels:\n", - " if set_label: # Check if the label exists\n", - " set_label.set_fontsize(22) # Set the desired font size\n", - "\n", - "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n", - "for subset_label in vermiere_venn.subset_labels:\n", - " if subset_label: # Check if the label exists\n", - " subset_label.set_fontsize(22) # Set the desired font size\n", - "\n", - "plt.show()\n", - "\n", - "our_venn = venn3_unweighted(\n", - " [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n", - " (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n", - " subset_areas=(704, 270, 0, 984, 0, 130, 0),\n", - " # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n", - " set_colors = (colors[5], colors[0], colors[2]),\n", - " alpha = 0.4,\n", - ")\n", - "# venn3_circles([set(unique_solutes_krasnov), set(unique_solutes_leeds), set(unique_solutes_solprop)], linewidth=2)\n", - "\n", - "\n", - "for set_label in our_venn.set_labels:\n", - " if set_label: # Check if the label exists\n", - " set_label.set_fontsize(22) # Set the desired font size\n", - "\n", - "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n", - "for subset_label in our_venn.subset_labels:\n", - " if subset_label: # Check if the label exists\n", - " subset_label.set_fontsize(22) # Set the desired font size\n", - "\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plotting all together for Figure 1" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df = pl.read_csv(Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\krasnov\\bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n", - "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n", - "\n", - "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", - "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", - "logS_i, temperature_i = df.loc[row_i]\n", - "logS_j, temperature_j = df.loc[row_j]\n", - "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n", - "img\n", - "#width, length = img.size\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[1]), size=(400, 200))\n", - "img" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "fig, ax1 = plt.subplots()\n", - "\n", - "\n", - "ax1.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.set_ylabel(\"logS\")\n", - "ax1.set_xticks([280, 310, 340])\n", - "ax1.set_ylim([-3.2, 0])\n", - "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "#ax1.text(304, 1, 'Solute')\n", - "#ax1.set_title(\"Solute\", color='b')\n", - "\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'#f0027f'" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "colors[2]\n", - "colors[5]" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_21412\\3230745913.py:24: UserWarning: FixedFormatter should only be used together with FixedLocator\n", - " h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'FASTSOLV train')" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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+8lS9/PLLd+i8J598Ms8//zyHH344zc3NdHR08POf/7xkYtPuRNd1Lr30UqZNm8bHPvYxhBC8+OKLPPHEE3HJA8Cxxx4bG9M/++yzOyVU//Wvf5Ucd1dw7rnn8l//9V+xWX2xUI3S/oZh8OlPf3qXnH976Ks2uiff+c53SuqsDznkEI4++mgOOOAApk6dyrRp05g4cSL77bdfWYcoKBQKxfaiUv8KxU7yyiuv7JQZ/2BHqvbHlClT+MEPfhA/fuqpp3bqeOXgjDPOKJlz33NNH/zgB+P78+bN2+HzdHV1xeUOlmVx3HHH7fCxBmLy5MkcddRRALz11lu88847AKxcuZKXXnoJgA9/+MOMGjVql5y/nLz66quxSJ02bRovvfQSr776Kj//+c/54he/yIc+9CGmTJmCYRgqqqlQKIYcJVQVip2kWGj+4he/2GZ9qxACz/MYM2YMIFPXr7zyyk6toVigFXfVDyUDrenTn/503Pj05ptv8te//nWHzvF///d/8XSsT3/60zQ2Nu7gardNX01VUVQY4IILLthl5y4nd911V3z/pptuYs6cOf1uW267L4VCodhelFBVKHYCx3FKUr/FUcSBMAxjp5qqelJsyzRy5MidOla5GGhNlZWVfOUrX4kff+lLXyppihoMy5cv57vf/S4gSw6++c1v7sRqt82nPvWpOK3eU6hWVlaWWHWVg2KLq3I0M0VEk9OAkua3nrz11lvD5kuPQqF476KEqkKxExTPUj/xxBO3SyReeOGF8f27774bx3FKXn/yyScHfawHHnggvj+Q48DOsHHjxjjlPRi2taYrr7ySgw46CID169dz0kknDVqsrly5klNOOSXuDP/ud7/LgQceOOi17QgjRoyI62wXL17M3/72N9566y1Ajsvtyzh/Zygev7urrJrWrl3b72vF5SQKhUIxVCihugt5+OGH+exnP8vMmTOpra3Ftm3Gjh3LGWecwe9+97tewkSx51EcCS02hh8M+++/PwcffDAgU+M9raU+8YlPcPbZZ/PCCy8MeJx77rmHG2+8EZDWWl/84he3ax2DZfPmzRxyyCF861vfGnD6lOu6XHHFFTz77LMAzJw5s09vz2Qyyb333hun61955RUOPfRQ5s+f3++xfd/n1ltv5YgjjojnwZ966qlxZHVXU5z+j6457Jpu/2I7p4cffrhs9aL77bdffP/qq6/u9XPI932+/e1vc//99w+qMUuhUCh2Jeqn0C5g5cqVnHfeeSXdyBEbN27k4Ycf5uGHH+aGG27gvvvuK/nFodhzaGpq4pFHHgHkyMltTQPqi8985jO89tprgBS9Z511Vvxa1GF+7733MmXKFI477jj23XdfGhoacByHVatW8cQTT/D6668DMlV8yy23MH369J1/c/2Qz+e58cYb+fGPf8xBBx3EMcccw+TJk6mpqaGrq4t33nmHv/71r6xbtw6Qgwr++Mc/YhhGn8ebOXMmzz//PKeeeiorVqxg1apVnH766UydOpWPfOQjTJ48mcrKSpqbm3nnnXd45JFH4gg2yOt322239Xv8nvz5z39m+fLl29zu8ssv79Pq6mMf+xjpdJpsNhtHvEePHl3SHFYujj/++Phc//znPznhhBP42Mc+huu6rF27lp///Oc7dNzPfe5z3Hzzzfi+z5NPPsns2bM599xzGT9+POvWreO+++5j8eLFXHTRRTz//POq61+hUAwtQlFWNm3aJBoaGgQgAJFMJsVHPvIRcemll4rLLrtMfPCDHxS6rsevjxo1SqxevXqol60QQkyaNEkAwrbtQW3/k5/8JP4c586du0Pn3Lx5szBNUwDCNE2xcePG+LWZM2fGx9/WbeLEieLBBx/crnMff/zx8f7F5+2PZcuWiXQ6Peg1HXnkkeKdd94Z1FpaW1vFZZddJmzbHtSxp02bJv74xz8O6tjz5s0b9Jqj21NPPdXv8c4+++ySbS+99NJBrWNHuOmmm/pc3/HHH1+y3dVXXx2/dvfdd2/zuLfeeqswDKPf93/GGWeITCYjZs2aFT/XF9v6O/TUU0/Fr3/pS1/a5rouvPDCePsXXnhhm9srFIq9HxVRLTNtbW20tLRgWRbf/va3+drXvlYybQVkl/PcuXNZvXo1mzdv5tJLL+XPf/7zEK1YsaMUd/vvqH/myJEjOeWUU5g/fz6e5/H73/8+bgpauHAhTzzxBH//+9/597//zfLly9m8eTNBEFBZWcnEiRM56KCD+OhHP8rcuXNLRpPuCqZPn866detYsGABTz/9NG+99RYrVqygtbUVwzCoqalh+vTpzJkzhzPPPJMTTjhh0Meuq6vjxz/+Md/4xjd48MEHeeSRR1i8eDFNTU3kcjkaGxsZNWoURx99NKeeeionnXRSiTn87uS8884rGaW6K03+v/GNbzB27Fh+9rOf8dZbb+H7PhMmTNjpxq0vfvGLHHzwwdx8880888wzNDU1UVtby/7778/nP/95zj333JJmLoVCoRgqNCGUUV45Wbx4MR/+8IeZP39+3CjSF2+++SaHHHIIvu+jaRrr1q1j7Nixu3GlCoVCoVAoFMMb1UxVZurr63n22WcHFKkg54dHHcRCiGFh0q5QKBQKhUIxnFBCtcyMHDmypFt3IKKOb4ANGzbsohUpFAqFQqFQ7JkooTqEFHcqqwoMhUKhUCgUilKUUB1C1qxZE98fLtOEFAqFQqFQKIYLSqgOIf/+97/j+8VlAAqFQqFQKBQKJVSHjGeeeYaFCxcC0vZnW81XCoVCoVAoFO81lI/qEJDL5fjyl78cP/72t7894PaFQoFCoRA/FkLgOA6NjY3K61ChUCgUw4J8Pl+W0eCJRIJkMlmGFSn2BpRQ3c14nsc555zDokWLADjxxBO56KKLBtznuuuu4/vf/36v59vb26murt4l61QoFArFwHiex8KFC/F9H4BUKsWMGTOGbBhFMUIIFixYwGmnnbZbAhr5fJ7JqRFspmunjzV69GhWrVqlxKoCUIb/u5Wuri7OPvtsFixYAMCsWbN49tlnGTFixID79YyodnR0MGHCBCVUFQqFYojZvHkz69ato6KigunTp2OaQx//EUJw2WWXcfPNN/Ptb3+b6667bpefs6Ojg5qaGt7WLqWKHZ+S10mB/cTN6vebImbo/0W9R1i4cCFnnXUWS5YsAeCggw5iwYIF2xSpALZt7/LxmAqFQqHYfkaNGoVpmtTW1pZYDg4VnufxxS9+kXnz5gFw/fXXc+aZZ3L44YfvlvNXajZV2o7/vhICUOEzRRGqmWo3cMcdd3DEEUfEIvWTn/wkzz77rBqZqlAoFHsYxdmtiIaGhmEhUguFAmeffXYsUnVd5//+7/92m0gFqTF39qZQFKOE6i7E8zwuueQSLrzwQrLZLMlkkl/84hfce++9VFVVDfXyFAqFQrEdbNq0ibfffpv29vahXkovurq6+OhHP8qf//xnACzL4p577uELX/jC7l2IVoabQlGESv3vIjKZDGeeeSaPP/44ADNnzuT+++/ngAMOGOKVKRQKhWJ7Wb9+PZs2bQJgxYoV7LfffsOmJKu1tZXTTjuNF198EYB0Os1f/vIXTjrppCFemUKx8yihugtwHIfTTjuNZ555BoDTTz+du+66S0VRFQqFYg9DCMGaNWtobm6OnxszZsywEakbN27kpJNOin25a2tr+etf/8rRRx89JOvZ2fS9Sv0reqJS/7uAr33ta7FIveiii3jggQeUSFUoFIo9DCEEq1atKhGpEydOZMyYMUO4qlI+//nPxyJ11KhRPP3000MmUgHQBGInbmh7p1QNgoBbb72Vww8/nOrqamprazn++OP505/+NNRLG/YooVpmXnrpJW699VYAjj/+eG677TZ0XV1mhUKh2JMIgoDly5fT1tYGgKZpTJkyZVBOLbuTX//610yYMIHJkyfz3HPPceCBBw71khQ98H2fuXPncvHFF/PWW29xwAEHMH78eJ555hnOOussrr766qFe4rBGKagy8/Of/5zImvamm25SIlWhUCj2MHzfZ9myZXR0dABSpE6bNo36+vohXllvJk6cyBNPPMFzzz3H9OnTh3o5CG3nb3sb1157LfPnz2fOnDmsWrWKf/7znyxcuJAHHniARCLBD37wA5577rmhXuawRamoMvPEE08AUFdXx6GHHjrEq1EoFArF9rJ8+XK6uuSEJcMwmDlzJjU1NUO8KskLL7xANpsteW7mzJmMGzduiFZUirKnKqWtrY2bbrqJRCLBvffey+jRo+PX5s6dy9e//nUAbrzxxiFa4fBHNVOVkc7OzrgrFOCaa67Zrv1POOEETjjhhPIuSqFQKBTbxZgxY1i+fDmGYTBjxgzS6fRQLwmAP//5z5xzzjl86EMf4oEHHhgWo1r3JP7617+yatUqvvKVr+y2cz788MN0dXXx8Y9/nMmTJ/d6/Utf+hI33ngjjz/+OLlcjlQqtdvWtqeghGoZKfbWa2tr4/vf//52H0MJVYVCoRhaqqurmTp1KslkctjMm//tb3/L//t//48gCFiwYAG33HJLHI0bVgxDL9RcLseVV17Jz372M2bOnLndQvXtt9/mtttu44knnmDt2rUEQcCECRP48Ic/zBe/+EVmz57d775RlvWDH/xgn69PnTqV8ePHs27dOt544w2OPPLI7VrbewGV+i8jnucN9RIUCoVCsZ04jtPrudra2mEjUn/yk5/w+c9/niAIAPjMZz6zW6OC28Nwq1F98MEHmT17Nj/96U/j/pHBEgQBP/jBDzjooIP46U9/ysKFC2lvb6ezs5NFixbxs5/9jPe973385Cc/6fcYixYtAmC//fbrd5tZs2YBsuRE0RsVUS0jkydP3u5/CAqFQqEYOjo7O1m+fDljxowpqR8cDggh+O53v8uPfvSj+LmvfvWr3HzzzapRdxssWLCAa6+9ln/96187fIwrrriCm266KX58wgkncMghh5DNZnn88cdZsWIFruty2WWXkU6nufjii3sdY82aNQADjkyP7M5aWlp2eK17M0qoKhQKheI9SXt7OytWrEAIwfr167Ftm7q6uqFeFiCjeV/96le55ZZb4ue+//3v893vfhdNG2a59SKG2vD/e9/7HnfddRcrV66Mnxs5ciRNTU3bdZyHHnooFql1dXU88MADHHfccfHrvu9z5ZVXxk1QX/va1zj55JOZMmVKyXE6OzsBqKio6PdcUQ10JpPZrjW+V1BfyRQKhULxnqO1tZXly5fHWbCampph09nvui4XXHBBiUj92c9+xve+971hLVJh6FP/1157bYlIveCCC3j00Ue37z0IwVVXXRU/vvvuu0tEKkg3iBtuuIHTTz8dkOUjfXXuR2Ulptl/XDCKjqsoed+oq6JQKBSK9xRNTU2sWrUqflxfX8+0adOGjVC48cYb+cMf/gBIQXTHHXfw1a9+dYhXNTiGiz3VKaecwgsvvMAdd9yx3VHyRx55JJ72dcopp3DyySf3u+0NN9wQ37/zzjt71TtH0dJ8Pt/vMXK5HICaYNkPw+NfpUKhUCgUu4GNGzeydu3a+PGIESOYPHnysIpUXnrppbz//e/Htm3+9Kc/ccEFFwz1kvYYrr76at555x0eeeSRHe6gf+CBB+L7X/jCFwbcdt999+Wwww4DZOq+p3F/Q0MDwIClBxs3bgRg/PjxO7LcvR4lVBUKhUKx1yOEYO3atWzYsCF+bvTo0UycOHFYiVSQUbj58+fz97//nblz5w71crYLoYmdvu0M11xzDfvss89OHWPBggWAnEjWn61UMcW2ks8880zJazNnzgRg6dKl/e4fvbb//vtv71LfEyihqlAoFIq9ng0bNpREtcaPHz9spjmtXbu2JMoL0h7r/e9//xCtaCfQynAbQpqbm1m/fj0A++yzD7W1tdvcZ86cOfH9ZcuWlbx2zDHHAPDUU0/1ue+7777L6tWrmTx5MtOmTdvBVe/dKKGqUCgUir2ehoaGuKFl0qRJjBo1aohXJFm6dCnHHHMMJ510Elu2bBnq5bznKY58DlY4Fk+c6ilUzzrrLDRN495776W5ubnXvr/+9a8BOO+883Zgte8NlFBVKBQKxV5PMplkxowZTJ06lcbGxt16biEEuWwOz3VLnn/99dc59thjWbNmDYsXLx62Jv7bw3BpptpRih0DJkyYMKh9iiPzPcXo7NmzOeuss+jo6OCcc85h69at8WsPPvggN910E42NjXzjG9/YuYXvxSgfVYVCoVDsdXieh2EYJfWn6XQ67sLeHQRBwNN/f4qnH/s7W9va0XSN6VOnU5VI8dobr3PrPbeTK8hu8IMOOoj//d//3W1r21XsrMXUUAvVjo6O+P5g7cqKu/X78kL99a9/zcKFC3niiSeYMGECBx98MC0tLSxatIjKykruv/9+6uvrd37xeylKqCoUCoVir8J1XZYuXUoqlWLKlClD0iwlhOCX19/MmsWr0NFIogOCDQtXsHz9av787KN4vhy7PXXCZB579G+MHCblCMOBYsEIYNs2tm3v8vMWC83BjtAt3i6bzfZ6vb6+npdeeokf/vCH3H///bz00ks0NDRw4YUXctVVVzFjxoydX/hejEr9KxQKhWKvoVAosHjxYvL5PG1tbSVd/ruT+357F5veXk1FQY9vqYLOkpVLuf/pBd0idcxEPnHMKbz0+LNDss5yU67U/4QJE+IhDDU1NVx33XW7Zf3FfqeWZQ1qH8Mw+rxfTGVlJddffz3Lly8nn8+zfv16br/9diVSB4GKqCoUCoViryCXy7Fs2TLcsBY0kUjs9npUgK0tbSx67CVSno5AIMKQ0L+Xv8XDr/8jFmOzJ0zn40d+GKEZvPKPFzjpU2eQsBO7fb3lpFyp/7Vr11JdXR0/vzuiqQCpVCq+XygUBrVPZNgPyrR/V6CEqkKhUCj2eDKZDMuWLcP3faC7eSqR2L3C751/vsaCm39PTU5HRwMhHZeWtqzhodf/EW83Z/J+fOSwExCGBgG4BYeO1q00jhm5W9c7XKmuri4RqruLysrK+H5fafy+KN5OCdXyo4SqQqFQKPZoOjo6WLFiBUEQAFBRUcH06dMHnK9ebjzX45k7HubfDzxNwtUwhBSgQpfG8bNqJ3DU+P15Yd1Cjp9+KKft934CX+Do4TZCkEwPriZyWDMMvFB3hmiSFMCmTZsGtU/kuwrS+kxRXpRQVSgUCsUeS1tbG6tWrUIImTSuqqpi2rRp/dYK7goybR3ce9UttK9uosrRAQ2NMI0dyHX5ms6n9z2R/Rons8+4afgIdKFheAIvAaPGj6GyZvdHEMvNzlpMDXXX/6xZs+L7q1evHtQ+7777bnx/9uzZ5V7Sex4lVBUKhUKxR9Le3l7ie1lbW8uUKVPQ9V3XJyyEYMXbS1i9dCWGaTDroNn8/b9/j7tsC9WehpSp4AY+m/JtjKlsxDcFJho6BgeNnI4fCAg0Ah0MIfCAE848ZZeteXdSrhrVOXPmYBgGl1xyCZdccklZ1jYYZs6ciWEY+L7PG2+8ge/72/zS88orr8T3DzrooF29xPccSqgqFAqFYo+ksrKSVCpFLpejoaGBSZMm7VIrqrbmVv6/635O2+ZmNDQsT+Ptnz9KVUEniRbGUaHgu/xs0YOs7NzEtw/8FOOrR+LrAgwNXQhEoKEVxQ5HTx7PAUcessvWvSfy8ssvD0mNajKZ5KijjuK5556js7OTV155hSOOOGLAfaLxqLquc+qpp+6OZb6nUEJVoVAoFHskhmEwY8YMWlpaGDVq1C4RqUIIli5ZylMLHmfjy0vRBNieRl2XQSqvY7mQ8DV0oYEGXV6eG5f8iWVdGwH4+aKH+NFhF2GaBr4eYKARRCJVCPRkgrO/8YWyr3uoEOF/O7P/UDN37lyee+45AH77298OKFSXLVvG888/D8Cxxx7LiBEjdssa30soH1WFQqFQ7BEIIeKu/gjLshg9evQuEalBEHDrr37Nrdf/jKYXlpLMw4gWg/FbTGo6dKoyGmlHx/J1zECjo5DhB4v+GIvUtGHz5emnYmsGIDB8ucYgOoGmcf41X6F2xN4zlShK/e/Mbai54IIL4glmt99+OwsXLux328svvzy+f8UVV+zytb0XUUJVoVAoFMMeIQSrV69m6dKlvcTqrqClpYWrv/s9lv3rLRrbTSoyGnVtBtUZnXRWpyKnY3s6CVfD8qAlt5XvvXM3a3Jy1nuNmebqfc9mn+rxaEK2V2lhsDDQZdzwo5dfyNiZk3f5e1FsH6NGjeIrX/kKAI7jMHfuXBYtWlSyje/7XH755Tz44IMAHHfccZx22mm7fa3vBVTqX6FQKBTDmiAIWLlyJe3t7QCsWLGCmTNn7rLz5XI5brr2euz1eUbmLKqzOklPJ1HQSDgati+bpvSwJnV1vpnvrrqXVq8LgBGJav5r5qcYXVFHEAh0IJLWQhP4Buxz4mHs+/6Dd9l7GDL2cHuqiB/84Ac8/fTTvPjii6xcuZIDDzyQU089lX333ZeOjg4effTRuNt/7Nix/PGPfxziFe+9KKGqUCgUimGL7/ssX76cri4pAjVNY+TIXWeKL4TgV9f+BHtdnupOg6q8TsLTSBZ0bEfDDMAQ3Y1TS3Ib+K8199Hpy9Gb4+16rplxNnWJSjwBmtat2wQCTwPPgPEHTN9l72EoKZc91VB1/UfYts38+fM577zzeOyxx/B9n/nz5zN//vyS7Q455BDuuecexowZs9vX+F5BCVWFQqFQDEs8z2PZsmXx5B9d15k+ffounf7z+P3zyS/aTH3WIN2pU+FJoWq7GmYgm6aimrmtXpbvvHsP2cABYHpyNNdMOYsqKy1FaQCEzkYCgacLXEuApTP90P122XuIaGtro7a2dpc6Iewqhqrrv5jGxkYeffRR/vSnPzFv3jzefPNNmpqaGDlyJLNnz+b888/n7LPP3u3Tz95rKKGqUCgUimGH4zgsW7aMfF5GKk3TZPr06VRUVOyyc7Ztbubfd/6d2pxBVYdO0tFJetKGyhIaegDFee06vYIvNB7P/zY9zoHpCXxv4sdJmXYoUKUVlU93lNG1ZNr/sI8cR0XtrhPbQgjWrl3Lli1bGDlyJBMmTNhl5+p17jL5qJaTyZMnxwMhthdN0zjrrLM466yzyrwqxWBRQlWhUCgUw4p8Ps+yZctwHBmptCyLmTNnkkzuuhGjuc4Mt/+/6xjRrpPq0kh5OklXD0Uq0n4qRGjdgupjNYdSa6Y5vHIapmYRCDkOVQhAEwgNXE3gaYLA0Hjf6cfygQvO2GXvQwjBqlWraGtrA6CpqYn6+vpdKvB7rWFnArhD706lGGYooapQKBSKYUOhUGDJkiV4ngfIWsGZM2fu0vTqomdf5bEf/Z6ajEZlVieZ17FdjYSvYYpo2lTYOOU0M9FukFFSHXQNjq/YVzZJhcfTgSB0BA0Q+AlwEoL6Q6fwoS98fJe9jyAIWLFiBR0dHfFzU6ZM2a0iVaEoN0qoKhQKhWLYkEgkqKqqoq2tjVQqxYwZM7Asq+znaW1p4Zknn+btJ/5F1UqHui6DqoxO0tWwPQ3LD2tSQ4EqhOC37c/x2/Z/cu3Ij3F8xT4EgYBQrAZ0N7xLgQqeBnlD4OuCbDJg3bvLWLdqDeOnTCz7++mr6WzatGnU1NSU/VwDUa5mKoUiQglVhUKhUAwbNE1jypQp2LbN6NGjtzlnfXtobW3l9ddfZ/3adbz+4qvgBExda1K71aSyoJPMa7Im1dcw0NAj31Mh+OnWJ7inS850v6bpIe4aP4qxiToCIdAidYpsmgoQ+JrANwICG/KmoLUmQDd0Xn3uxbILVdd1WbZsGblcDtg9TWf9sdM1quG+Q931rxg+KKGqUCgUiiHF9/0SQappGuPGjSvb8YUQPPTQQ7zyyisIIchsbsdwAyast2hsNajI66QKGglPIxF39kvF5ImAa9v+yl+zb8XH+4+6Exhv1tGzP6c4kurp4CWk8MolBWgyNd+xtb1s7wtk09nSpUspFAqAbDqbMWNGPFlp91OemOpw6PpXDA+UUFUoFArFkLFlyxY2bty4y5ql8vk8t9xyC62trQg/INiSwXZgylqbhq26FKmOtKCyAg1DdNejFoTHd9oe4B/5pYA0+L+q7jQ+WnUggZAiVAMQsl5VhE1TviHwTRE2XYnYKEDXdeoayzsu9d13341F6u5oOlModjdKqCoUCoViSNi4cSMbNmwAYNmyZey7776YZvl+LS1ZsoQ777yTIAgQQiC2ZKAgmLnGoq7NIF3QSYWTpsww3R9lrTNBga+33c/Ljpw+ZGHw3w0f44T0LIIw6hdl/IUGgS4jqb4Jvi4f+5q875gBICOqc447qmzvD6T10pIlSwB2edPZYChX6l+hiFBCVaFQKPYAfN/HcRyCIEDXdRKJRFnrN3c369atY/PmzfHj+vr6sorUp556isceeyx+rG91SbdrTNhgUbtVJ+2EkVRfRlL1okjq1iDLf7T9kYXeRgBSmsXN9WcxJzlF2k+FYkoAaOAjI6meEUZTDUGgh/d1QcGSwvYDZ5zMqHHlnWBkWRYzZsxA1/Vd0nS2vSihqig3SqgqFArFMCefz8eNMsXPJZNJUqnUEK1qxxBCsGbNGpqbm+Pnxo0bx+jRo8t2jtdee40FCxbEJu9WPmDk6oDGJpPajEHa0UlGkdSwsz8ecyoE/9l2byxSq7Ukt9Sfzf72uNAbtei9RE1TJgQGUphqIAxZoyp0Qc4UCFOjZspIFq1ZRvrZZznmmGN2eFpUZ2cn6XS65EuKbds7dCyFYk9A3/YmCoVCoRgqXNftJVIj8vl8bIq/JxAEAStXriwRqZMmTSqrSG1qauLOO+/E932E45Pa5DJxkWB0KFIrcjoVBY2UKxunTCGjqboATcg61K9VfoAEBiP0SubVX8CB1ni0sD8oFrRAEDZNRRHVQAdhROJVUAAKSemoalenEULw8ssv8+KLL+7Qe2ttbWXp0qWsWLGCIAjKcbnKjijDTaEoRkVUFQqFYhgTjRAd6PWhrkscDL7vs3LlytiMPrKhqqur26njBkFAS0sL2WwW13X55S9/KcsjXEFtk2BEq0FNq05N1qCioJF0dWxPwxAaPQsnoprTI6xJ/Lzmk0wyGxhn1lIsCaX9FPiawNPlSNT4poMPeIbA1QWZSh8nIdCM0pjQyy+/zKGHHrpdqfqmpibWrl0LyKhqc3MzI0eO3IErtmtR9lSKcqOEqkKhUAxjoglN/eH7PkKIHU4l7w6EECxbtoxMJgPI7vepU6futBl9W1sbb731Fq7rAvDII4/gex5BENDQpNPQajByi0lVRpeNU173tCl5teT/1/itTNDr0CI9KeCYxLR4VKomugWUoLtJytfprkkN61JdU5CzA7ZWCnxLRl3thtLJUK7rsnHjRiZOHJyfanHTGcCIESMYMWLEDl+3PQFlT6WIUEJVoVAoFLsUTdOora0lk8lgGAbTp0+nsrJyu4/j+z5NTU20t7fjeR5NTU1xHerKFSvJZ3IYvqCh3WDUZpMRrSbVGY0KV06csnwZSdVFd03qs+4KLum6j8+njuI/08ejRXZSRfZTUUpaGvlDoMvGKS9K8+vgIXAMQS4V0FUp0AxpVxUg0Kt720WJnias/dCz6Wz06NFl9ZhVKIY7SqgqFArFMCaRSAxYh2pZ1rCOpkaMHj0aIQQ1NTU7ZEafyWRKoqee55WIvUVvvklVl0YqrzNhU4LGFp3qjGyaSnl67JGqF8VS/+os4puZB3AJuCX3LDONkZxs74sm3U/RIPRLlY8DPRSpuiiKqCI7+01BJhmQs+WaBAIf6EoHeJ2dpKu6hblhGIwaNWrA9yuE4N1336WlpSV+rtxNZ7sC1fWvKDdKqCoUCsUwJplMDihUh6u5e2SjVcyYMYO3ZspmsyXuAL7vA8THLG4mynZlqGwR1LUb1HeajNhiUJWVFlTJ2MhfRlEjHfTHwr/5r9yCuHnnZGsfTrRmyAehSo3spwKtuyZVRlJlyt8LRWvBDMinBG5CbivCbXN2gNDBKZR+fgceeOCAn1sQBKxatYqtW7fGz02aNInGxsZBXz+FYm9BCVWFQqEYxhiGQVVVFZlMpkSc6bpOOp0uq/douchkMqxYsYLJkyfvUJ1hS0sLr732mjTp75EiL/aPdRyHtWvWsP6lxYxoMalrN2ls0akqSI/UniI14jeFF7gh//f48VmJg7g2/REMTe/VeR4gCKL0vg6uQXfa3xTkjYBcutszVSBwdEEmKaSvjgCjqJmqvr6eiooKstlsv5HlzZs3xyK1XE1nuwsVUVWUm+H3E06hUCgUJZimSXV1Nb7vEwQBmqZhmuawTPl3dnayfPlygiBgxYoVzJo1a7tS/b7v88Ybb/Rrv+Q4DslkkqbNm/nX8y+Q6hSM3Wgyqtmktt2gMq9TEXqkSiP/IpEq4EbnSX5deD4+3uftI/l28oOgabFPanFNamRB5RoCzxTSjsqQjwuGIF8hSwDccISqYwVkUgJNJ3YLGD12DGPHjqW+vp5UKkWhUODNN9/ksMMO6/OLxqhRo+js7CSTyTBt2rQ9qqloZy2mlD2VoidKqCoUCsUeQCROhzNbt25l5cqVcRS0oqJiu83oN2/evE2ng86ODl745/OYecHYzRZjNkqP1KqCTqqgYfuyJlVHTpvSAF8EfDf/CH9w/x0f5zL7BL5svx9N03r5eMp0P7hFjVNRyt8JbwVbRls9XXb8OwYUkoRiVzZe6YZOXV1drwYo13XZvHlzn41Ruq4zbdo0CoXCDtXzDiVCEwhtx+Xmzuyr2DtRhv8KhUKh2GlaWlpYsWJFLFJramqYPn36do95zWQy24wUL1++HCEEU9dajNto0dBlUJ2TFlRJTycRNU6FZv6agBvyT8YiVQOuTZ7KJcneE6JEGEUNtG6B6hjgmWEU1RQ4phyL6pngGRAY8jnPEnHqOwCECRV11WzYuLHP99Ha2gpAoVCgUCiUvGYYxh4nUsvJnDlzmD17NrfccstQL0UxxAzvr+cKhUKhGPYUm9GDrMOcPHlyLAI9z6OlpYWtW7cihKCqqooRI0b0OaggkUj0qksVQuB5XhxVbm7awtRlJuPWW9RmDCoLGilHlyNRe9hPAaDBBYlDecB7i1aR5abUXM6w9g97+8NzIMWpQHbxu7pM87sm+KYUrK5RJFIt8MwAz4ScKQgSAtcM4mYqX4fKEbXouh47FfRFLpdj2bJl6LrOrFmztmsIwN6M8lFVRCihqlAoFEOIEALHcfB9H03TsG27V7f8cGb9+vW8++67ZDIZ1q1bR3NzM4ZhMGPGDKZNm0ZbWxtbt26Nm8KSySSZTIbNmzczY8YMqqqqSo43atQolixZEj+ORHA2mwWgsqKCac871G+yqcnqVBZ0OQ7V1zADrcR+CsJUvoCJWh13pc5jnWjnA9aM+PnimlQRdfdrMlrqmtLA3zHDSGpC4Fqyico3Ba4OeSsgsMDVBIGh4eoBvgbJhqr4c0ylUn1eO9u2WbJkSexosHbtWqZOnVqWz2WoUM1UinKjhKpCodjjiSJuUW2jZVnDvp4TZJ1iR0dHSQQxk8lg2zaGYaDrOolEYtgK13/+85/8+9//pqOjo1fU8NVXX+XVV19lzJgx1NTUYJommUyGmpoa6urqEEKwYsUKDjjggJLygGQyybRp01ixYgVr165l9erV3QcVgjEPtlDfrlGV0alyQpHqRdOmui2oWkSGNDZJTf49EMBMfSQzte6xo6LozwApUF0DnDDN75rdUVQnFK1Rraqrh4LVAFcLcC1wwseBAWai++/fhAkTel276LOPos7pdHrQk6oUivcSw/8nuUKhUAyA7/t0dXWVdInn83lM06SysnJYdsaDXHd7e3ufrxUKBTRNQ9d1crkc6XR6u5uSdiVNTU0sWLCA9evXEwRBHBHsi82bN2NZFpZlkUqlaG9vx7ZtUqkUHR0dPPnkk2zduhVd15kyZQr77rsvU6dOxfd9nn322fg4RsZl1jM+NV1SpFbmuyOpBqXp/nXBVs7N38UMvZFbk5/E0PR4whQQT50K78YNUZ7R3d0fCVPHCutPE93p/8iayg2nVLkW5BIBwpBNWGgQeD6GZTJmzJhYgGqahhAC13VJJpPx382qqiqmTZu23fW8wxEVUVWUGyVUdyFvv/02t912G0888QRr164lCAImTJjAhz/8Yb74xS8ye/bsoV6iQrFHI4ToJVIjPM8jk8ns0KjO3UE+nx/w9chDVNM0stksuq4Pef2i4zg88cQTvPzyy/HaioWqpmnxLXocBAHZbJaKigocx8GyLFatWkVXV1fJfgCbNm3ijTfe4Pjjj2fhwoXSikvAiCUOY1cLqjp1qrOyaSoWqUIPu/sly4NmzsnfxUbRwSq/leudJ7nK/lDJ+4hmR3Ub+Ut/1CiK6kRRVFtaULmWFLGeCYEl//R0gZeAXDKgYBGXEGgaCAGe46KbBlOmTGHOnDm0tLTg+z6O45REUmtra5kyZcqwjZpvL8qeSlFulFDdBQRBwA9/+EN+8IMf9Io0LFq0iEWLFvHLX/6S66+/nm984xtDtEqFYs/Hdd1+/Taj133fH5aRqoGmTfVFPp8fMqHqOA7/+te/ePLJJ3EcB03T8H2fQqFQcv1N0ySRSJR4vGqaRj6fJ51O09HRgeM4sciNXg+CAM/z6OrqYvny5bz++usAVHTC5BUGNZ0GVe061XmDioJGytXjSGrxtKk3/Y2cn/8Drch61qlaPReZc0qjqUSp/iiSCk6U5g8jqY4lbwU9bJoKTf59Q+ASyOcTkDcDCmE/mNBKzyIQBEHAP//5T6ZMmcI+++zD5s2baWlpid97Q0MDkyZNGrZRf4ViOKCE6i7giiuu4Kabboofn3DCCRxyyCFks1kef/xxVqxYgeu6XHbZZaTTaS6++OIhXK1CseeyLb/NaJvhKFS3l2i2/e4WNYsXL+buu+8mm81imiZBEFAoFHp15kdr9H2fZDKJZVnxWl3XLRkHWhx5dV2XTCZDLpeTDVOBwPBg1Cadxs0aNQWd6q0a1QWDirxG0g3tp3qI1Bf8d/ls/o90Ib8A7K+P5vfJc2nQKkrWKJumRCxSe9ahOpYgb0nR6idk5NTXpUj1DEHBBt8CRxcUkiJuyIrfW/TY0ONr9K9//Ytx48axbt26eLuRI0cyfvz4vU6kqtS/otwooVpmHnrooVik1tXV8cADD3DcccfFr/u+z5VXXsmNN94IwNe+9jVOPvlkpkyZMiTrVSgUQ4NlWQPWdg41W7Zs4e677+bdd98FZLTU9/24JKG/dH/U2GaaZiyse35REEJGG4tLN3IdGYxCgF2AkS0mDS3SwL+qXY5ETed1UtFIVDQ00a0PH/eXcnHhT+SRX1yO0CcyL3k21VqyVypZGvHLjn0nrDl1Q2FasMLO/oQUsZFI9QzwtPB1q7t2NdDlGgK61xIAui3fb3SNNm/eTFVVFSNHjqSpqYmxY8cyZsyYMn5awwclVBXlZu8oihkmCCG46qqr4sd33313iUgFaeJ8ww03cPrppwMypRaJVoVCsX0MJhU+1HWd/dGfZVFEsfgDduvI1EceeYT//u//ZtWqVQRBEAvNIAjiW0Sx6IzwPC/epjiyGm2fy+Xo6Oigo6ODIAjId2axOwMqMxqNzQYjmkyqszo17QY1+aLGqSDySe0Whn/23uLzhXtjkXqiMZ27kudSrSW7z0l305RfNBLVNbsN/POWFKyOJTv/pf2UiFP+TkJQSIR/mgGu2b2I7nenIXTQEmbJ9Ugm5VrGjx/PjBkz9lqRqlDsCpRQLSOPPPIICxcuBOCUU07h5JNP7nfbG264Ib5/5513bne9mkKhkOJtoLT+rrZ2ijxQs9lsnA7v6upixYoVLF68mDVr1vRr9m4YBjU1NX2Kz6jjv5hI7OxK8vk8P/7xj/nb3/4WCy3LsuIoqe/75PP5kshqRE/xGr2WSCTi9xgEAZlMJj5G4Pu47RkSmwvUdumM2WgyrsWiOqdT22lQmdOoyOskQ5Fq9DDyf9RbzH86D+CHcdO5xn78f/anSGm9v5xEI03daASq1Z3qjyKlBVOK1MCQEVcRTp5y9IBcUlBIBHFJgKaVZPzjc2gpM74GEQcffDAgP1dlYq9QbB8q9V9GHnjggfj+F77whQG33XfffTnssMN45ZVXyGQyPPfcc5x44om7eIUKxd6FpmlUVlaSyWR61asmEoldOoLScRza2tri9K4QgtbW1pIvnZlMhi1btvSb6rUsi/r6+tjwPwiCPoVtRUXFLo8Mv/HGG9xxxx3xdYymQEXR0qg2NaJYiBWn/YsjwdGaI1umzs5OcrmcFLJeAFsLVGQ1ajp1qnI61e0GlXmdyqyMoqYLGrYv0/19TZs61pjKwfo4XgvWc4F5KD+yTsHQugV+HElFxFFUx+iOnBaKhKprgmeBMOS2gSFwtADXEGTTAicR4CQI0/0aAoEoqk8VCERaRzPlF6foS1Q6nWbOnDll/ayGM0ITCG3He/ejfefMmYNhGFxyySVccskl5VqeYg9ECdUysmDBAkD+UP7gBz+4ze1POOEEXnnlFQCeeeYZJVQVih1A13Wqqqpiw/9IYO3KBqpoJGixWGtra+s3M7JhwwZSqRS1tbW9XoumUUVEPptBEMSWVLsy5R8EAb///e957bXXZKQ0EOi6jmmZcWS0p0jdFoZhYBhGHNHWNI2tW7dKkRoEiLyHnvFJZzUathpU53WqOnVSPUWqp2EJPa5HjaSqQDYxVZDgTvsc/uy9xefMOfI6lYjH7s5+Vw+bpqzudL9jR/dlqj8IRaqvS19V14J8QpBJB/hmWD8Zp/sjuRqep8pEM7pFavT38KSTTtot0fDhQrnsqdQIVUWEEqplorm5mfXr1wOwzz779PkLqSfF37KXLVu2q5amULwnME1zt02j6urqKhGpkVXTQKxbt25QPxc0TSORSOzsEgfF0qVLueuuu2hvb8d1HBCgG7pshArk+/N9H8ftvzSppxNBJLyrq6vjzyOfz5PpyuDlCmiOwPLB8DRGbDWleX9Op6JLpvkr8zppR9pPWYEWeqTK43sioJ08DZqMlAsEdaT4vHV46ZoonjYVitSwHrUQNk25iTDVb8pxqVKkitiKyjVlqn9rlRyRKt9c8Tm6Rapb2d0wFkWRbdtm7ty5zJo1a6/r7FcodidKqJaJpUuXxvenTZs2qH0mT54c31dCVaHYc+hp1t9fHWoxUQ1rcb2m53kyejkE414XL17Mb37zG+lr6hfVlwZCOtaHXqmO4/QuxuwHTdOoq6srmQgmhKCtuRWvI4/pg+FDVZdOQ5tJddagMq+RzupUZDUqCjppt1ukRlFUDcgLj/9w/swq0cqf7Aup01JFMc1SBOAj8PVSkRr5ozqJcPJUgjjN7+rIcahhaUAuIf8MQjP/vs4hNHArNAjriSORWlFREYvU91I0FZCDD3ZGlytNr+iBEqplYuXKlfH9vuY698W4cePi+83NzWVfk0Kh2DX05SE6GLq6umhrayOXy5U8n06nGTFixG4TNcuWLeNXv/qVrEcNSt+LEIJCoYBhmniuK83ye3iF9kV1dTUjR47sNYAhn83ht+VIehqa0Khr16lvN6jK66RyOhV5jVRWp7KgkXJ0bL+4s1+etEsU+Jx7L88GqwD4nHMPf05c2B2pLFpfoHWLVEcP61Ejf9REGE0NLaY8A+kCYISi1hC4iSAWqbmizv6SaxROtfKSIEy9ZGpYRUUFZ555JjNnzhxWY293F8qeSlFulFAtEx0dHfH9mpqaQe1TVVUV389kMv1uVygUStKKxedSKBS7n0QiUfJvcjCpesuy2LBhQ5+vZbNZ1qxZw6RJk3a5uFmyZAm//OUv+xSpEUIIvDBKvC1JbhgGEydOjO22okhxRPuqzaQcDTPQSOU16tsMqrMGqbxGRUEjndNlJNWJRqJq6EVm/q0iy3nOH3hNyGuXwuJS89juyVZFUdVo4pTfM91vd6f8nUSU3g9rUY3uRivXEuRNcKzw+R7fG6Lz+EjT/8A2Sko1kskkH//4x5k1a9awtUVTKPY0lD1VmSgWmoONihRvl81m+93uuuuuo6amJr4NNmKrUCh2DZWVlSWPdV3f5r/7bTV3CSHYsmXLTq9tIN5++20ZSXWlSBVIAW0l+hdVAwW4EokE06dP7+UJm8lkaGlpoXn5euy8wHI0KjI6o5pNarrkhKmqnE5VRqc6r1PhaHEk1SCqS4VNopMznd/FIrWGJPcmzud4o7u8qlik+po05i9umipYgrwhPVDdhMA3wTMFXjiRytUFjhnE3f8FWzoDFBL0qkkFKVIDHfyUjKRGXyyqq6v51Kc+xb777qtEqkJRRpRQLRPFNWuD/SFV/ItroF9i3/nOd2hvb49va9eu3fGFKhSKnca27V6Zk9ra2n4jq7W1tYOqQ81kMrtsWtWSJUu49dZbcQpOicepYZoYhok5wM+tvnqB6urqOOigg0recyaTYfny5TRt2Iyzvh2zpUBlp86IDpNRzSbVHVKkVmR16ZHq6CSLRWqU8hfwbtDKGYV5LBFSvI+kkgcSF3KY3vuLutB6iNSiSGo+Ibv7o1S/G02b0qVnqmeBmwDHDMjaAa4Z4FkQGL2jyQFyGpWoNjHCzn7f96mqqopF6t4wrndniFL/O3NTKIpRqf8yURxRGKyNS3GdWnEZQE9s235P1jopFLubqD4z+jecSCRIJpN9dm1XVFSQTCbJZrN4nodhGIwaNQrP89i0aROu65JOpxk1ahSbN2+mq6trUGsongRVLtauXcutt95aIoITiQR60XlEj9rSEjQNPfRCBTjzzDPZuHEjQgiSySSZTAbHcVi3bh1mQWDnIZnXqO7QqXAMUhmoyuvYeVmLWpGT9lNJryjdL6JUPiwSm/mUexdNyGs2UavlXut8Juv1JeIx6rz3NeRY1GKRaslpU44tn/dMmd73Qi/VICFT/3ldCtN8QuCbAseQIrXY4kqE/3ka6FUJNEsPL4tGOp3mM5/5DBMmTFDd/QrFLkAJ1TJRnAocKI1fTPF2AwlVhUKx6/F9n9bW1pIO/kwmg2EYNDQ09BkRNQyj179d0zRLHD2i5waDpmllFant7e0sWLCA559/vmRalG3bRZOvBE7B6dUEFaN3G/hrmsZ5553HwQcfzH333QfIa5BOpdi8aTNGPiCZ1zA8qO8wSOd10lmddE4jlZeNU+m8rEdNejpWoGEG3Z39AKtFGx9zf8dWZJZqljaCe6zzGKNX9ylSg1CkOpFILWqaKoQi1TeQE6V0WRLgm1KwFkxZEuCZ8vW8BRil55B/gqeBljKwq7qDEg0NDXzuc58blO3Ye4Vy+agqFBFKqJaJhoaG+P6mTZsGtU/kuwowadKksq9JoVAMnra2tj5tpiIBO2LEiB2OmNXU1LB169ZtbldbW1u2ka9bt27l5z//OS0tLSXPb69IjbbVdZ2jjz4a3/fZunUrmqbR1dXF1uZWmtdvxsgFVPqyBWpkqyE7+bM6qYIuG6dyUqCmCzpJT9pPmT2nTQETqeVkfRb3BG9wiDaWP1jnUqeVThiLfVI18PRukZq3pPDMJ6QgleJUilA3dADwTLmPq0M2GXqo6oKcLTv8S4YKxOcR2DUppu43k/aODurr6znqqKPYZ599VBS1B6rrX1FulFAtE7NmzYrvr169elD7vPvuu/H92bNnl3tJCoVikDiO0+9UKZCTqAqFwg7bRyWTSerq6mhraxtwm8bGxvix7/ssW7aM5cuX09raSj6fx/O82Is1kUgwYcIE3v/+9/dq7nIchzvuuIOOjo6SdL9t2+jRiNGwzKHYaqvYhUo3jViEGYbBhz70Iaqqqli2bBn/+Mc/CIKArtZ2Cpk8yYKG5QNoNLbIRqmKjE7KCUVqOGkqXdDltKlANk1FE6eKMTSNm43TmazV8SX9CCqxe0RSQ3soukVqFBktWAH5BN0i1ZSC1EsEsh417PJ3DSgkAgIjEqkBQpNrKfZl9REIXTZP7bv/PtipJOMnTKCxsZGpU6cqkapQ7AaUUC0TM2fOxDAMfN/njTfewPf9babwovGpAAcddNCuXqJCoeiHgURq8TY743M6YsQIbNumtbU1Pl8kOOvq6qiqqoqjl4VCgSeffJL29nY6OjpwHKdXk5XruixevJglS5Zw2GGHcfTRRyOE4MUXX+Tpp58u8WaOpkVFolQEAqdQIBAiFoqRSNVNIx57CrKbfdq0aVRXV7Ns2TLWrFlDLpOlkM0jHJ90XiPhStHZ0GpQldVJ53TS+UikaqTzGmm3SKSKUpHaRo46LSUlogBL07nMOK7k/Qq6RaoPca1pIZwglU/I1L2b6G6c8nRwLSlSHUMQmIKCAb7V3fWft2SDFFpp2jlAIHSNAMHIaePI5nM4nksmkyGXy7Hvvvuq3oE+UBFVRblRQrVMJJNJjjrqKJ577jk6Ozt55ZVXOOKIIwbc56mnngJkSu3UU0/dHctUKBR9MJjI2M5GzzRNiy3mIsHY3zFffvllurq66OzsxPf9/lPzyAawV199FdM0Wbp0KWvWrOk1OSuqT4261Is7/6FboNmpJIZhIISgpqaGuro6LMuirq6OQqHAqpWr2NrSBoHAdGSDlBFoGD40NhtUZgxSQiOV00gVwmlTjk7K0UpFanRN0PhV8AI/CZ7lIeNC9tFHxmJ1QKP9SKRagrwlRWohQYmRv2vICKtngW8IAkNQMASeJTv88wkpVgOT2P8mOm1UVhBoAVZdmoRtx18Uampq8DyPl156iQ984AMqqtqL8lSpzpkzB8MwuOSSS7jkkkvKsjLFnokSqmVk7ty5PPfccwD89re/HVCoLlu2jOeffx6AY489lhEjRuyWNSoUit4MJjJWzujZQOIml8vR1NRENpsln88TBEGJqOxr3yAIeOmll+js7ARKJ2eZponneTiOg2VZuK4r09tRV7uclkpNaK8lhCCRSMRlCIZhkE6nWfjGm7RvaUXzoTKvYboaeoD0Q+3QqMgbJNFIZTSSOZ2qnByJmnS1knQ/hCb9QvDfwZPcJJ4F4Cz/Lp7mSzTo6RLBCJGRv4iN/AuhT2rOCqSZf0LgWFLAemE9qhyVCsKUEdiCLsgmA4Sh4STkNl4oUouvaAD4BASGhpG2qa2ri69pVN8rhKCjo4Pm5mb1s7sH0WjZndkf5Je16urqcixJsYejfFTLyAUXXEA6LYv+b7/9dhYuXNjvtpdffnl8/4orrtjla1MoFP1jmmYv0/pibNse1PSpctDZ2Uk+n6e9vR3f93uNay3u3i+meNvihiwz9PsEWS4QOQvoujSsN0yD2rq6+P0VT1oyDAMtgL/e+wDvvrMCqwA1nTq2q2MIjeqMQU27TmXeIJnXSLXrVOZ1anI6lQWdtKOH3f16WJMqbaiEEHw7eCQWqQAX6YdRT/dn0K9INWWkNBKpuYQUpJGJv2MI8mHNamAKPE3WpeZSAmHK2tSCIXBtEEbxOaKhATLqalXZNI4aEftiW5aFrutxZDUIAjZv3rwjH7FCodgOlFAtI6NGjeIrX/kKIOvZ5s6dy6JFi0q28X2fyy+/nAcffBCA4447jtNOO223r1WhUJRSW1sbf9EsJmqE2hmEEHieh+d5sQjtz29Z13VaW1sHTPf3d44I0zRLauQjkVUcjdV1HdM0qamp6TWkZMKECUyYMAFdaCx88TU0R5AMO/fNABKORk2nTk2XQWVW1qNWFKSJf2VG1qWmnLAm1dcwBehhyt8VPhcHf+E28XJ8vuv1U/mmfpxcX5EGjzrufR0cPaBgBnGqP28LckmBm5BpfqdoGpWbBN8I/VV16Ej7OHZAxg7CRqtS54BAEwhN4GkBbkKQrq1kxKhRschPJBJ99hwIIfp0ingvI8pwUyiKUan/MvODH/yAp59+mhdffJGVK1dy4IEHcuqpp7LvvvvS0dHBo48+Gnf7jx07lj/+8Y9DvGKFQgEyklhVVYUQIq7xjISd7/sD2ka5rkt7ezudnZ3xnHvDkF3zHR0dFAqFPmtNU6kUM2bMKPFijepSt0VUcxqtM1pf9Lxt2/F5dV3HsiyEEARBEI/+tCyrVylBY2MjnR0dvPHSv3FaM9i+jIKaDti+hu1qJAoalZ0yYppyNZI5jYpc2N3vaCTDxilTRONQ5TlywuWi4D4eY5m8Rmjcon+MT+kHhul+rdQWChkRdfQiE/+EtJIqJGX3vl9kPVXQBV4qmiAlBW7GDuiqlseMoqboxOUP8pxyH9eChpGN1NXVxdHnSOT3vM6GYVBbW4vrumpkahGqmUpRbpRQLTO2bTN//nzOO+88HnvsMXzfZ/78+cyfP79ku0MOOYR77rmHMWPGDNFKFQpFMUEQxJHMYlHqui7Nzc1xfaemaVRUVFBRUYGu6+RyOTZs2FCSeo/EruM4eJ5HEAR9RkhzuRxvvfUWBxxwQCxWu7q6+kztD4SmaZimia7rsVCOhGmhUCAIglhkpVKpPgcQVFVVUVNTg6ZpLHr5DYxsQCLQ0QOwHbACHdPVqMxq2AUZQU06snEqndOpKHR7pEYiNTLy14B2kefc4I88j/yibmMwT/8kp2jd1n6RiX8sUvXipikpUvMJaeTvhNOmPLN7OzdJGBmVU6dcA7IVQdGxZYe/TzQWNpw4ZUgLqnETxlNRWRFfv+iaFf9pWRamaTJ27NiSsgqFQrFrUEJ1F9DY2Mijjz7Kn/70J+bNm8ebb75JU1MTI0eOZPbs2Zx//vmcffbZu63mTaFQbJtsNtunmPR9n0KhUNJJn8vl2Lp1K6NHj2bTpk29Gp6i6Gnke7qtrv3ly5eTTqdZuXIlHR0d27XuSCjlcjk0TU6RitYSiariNfQlrOrr66mtraWzrZ1331hKwhXogfRGNTzZOGU7GpU5nYSrUZmVf6Zz3eNQ0wUZXU34GibdIhXAET4fC+7gdTYCUEmCP+jncIw2uff1CFPxrl40DjUhyBWZ+bumTN97loi9UR0rEqECPywFyFTK0gCQ0dRAlxOmMKQQBvAM0EydSRMnljTMFUdOo4h0FIWur69n3LhxceRa0Y2KqCrKjRKquwhN0zjrrLM466yzhnopCoViEPS0dALiiGRfeJ7Hpk2bejU8RaJwoPR98fae57Fo0aLYWzVK3W8rqmoYBqZpEgRBnOKPIqvFzVNRNDU6Zs/jmqbJfvvtxxsv/ZtN77yL5clUvyHAdCDhath5jaqCjh1GUZMFORI1XTwStVik9pg4lcDgU9qBvC42Uk+K+/XzeZ82tvSaxCNRZaq/eBxqFE0tJERsQeWaYdrfCMekmlKI+uG0qo7KQEZYI0Gqy1GqaGEZgA6BoZGwE4wcObLPGtRI6CeTSSoqKkgkEjQ0NDB58mQ0TaOysrJsk8T2FtQIVUW5UUJVoVAooE9hGKXR+6NYXPZ3vJ6v9Yy+bt68uWTggKZpJJNJcrlcv+eN0vy+7/caBlDcSGWaJtlsNha/PQWwZVnU1dby76f/xZaVG2U9KhpamO5PhPWn6bwhBaqrYRc0kgVd1qQWdFIFjaQnRaohwv17Xgvgy9qRBAg+pE1nljaij2lTsuM+qkfNW6EFlV0kUo1IpAp8S7oAuKYUoL4Rpv11QT4pEEa3SHV0gZsQaGhxZFXTNWpra+NBC5HQr6ys5LDDDuN973sfQgiamppoamoiCAJqa2tJJpNxPXNfzXcKhaK8KKGqUCgUSFHXc0LV9nbeF1Pc6FR8vJ7R1Gw222vfqCyoL7EaNWkFQYDrur1EanGET9d10uk0hUIhFt2RYLUsi66tHbQsW0/CgURUVyogkYekr2MVwqlSeQ3b1bEdjVT8nKxLtT2NRKBjCErS/R2iQLUm0+KRJ+ol2lG9jPy77aeKJk2Faf5cIiBvQSEUrd0RVGni7xqRSC0aBGAGFBICXxfd4teS19zXBOjdTWyR76xlWYwbN46TTz65l3fnmDFjGDNmTHy9o89H1ab2Q1SUvDP7KxRFKKGqUCgUQDqd7iVUtyVGogilruslNaCR9VPUfAV9+58ONLo1kUhgWVYcMS3u8o8Eb/GEq6j5p6e4jhqoiqdT5XI5Nqxcg+4JUq6O7kuhqntg+aFBv6NRndGxPSlQY5EaRVLD7v5EIKOoxQnw58W7nC/u4RfM5bSwWarYwD+ipLPfkOn+uGnKFuRscKxAmvmHItUzQ2P/EpEqG6IcQ+DYslbVNSAIjf+FDpouRb5t23z2s5+Nm900TWPs2LFMnDhxwM87ckpQDIyqUVWUG1Vco1AoFEjHjoqKipLn+qpb7Pl6Q0NDn8/3NM7vi23VN0bNOpWVlfHaigVxlOYv9knt75iRiG3esoVNq9ZjuIJ0Qcd0IOnoJHwZGU25OhVZnZpOg5Sjk8xrsrs/Ly2oKgu67O4PRarRQ6Q+JpbxcfF7WslxkbiPV8S6Xmvps7M/Ic37s8mArB2QswMKiYC81V2XGotVSwpT35Ci1NNlDapryWhrPiFCgStfNxMWdipFKpXijDPOoFAoxNd20qRJTJo0SUVIFYphioqoKhQKRUhlZSWJRIJcLofv+7HQ7K+hqq6ujurqakzTpKWlBcdx4qhl1CVumiaFQqHP7v/o9b5qYaMIqBAC3/f79GGNztPzub7wPI+WlhYyzR3YBUh5BoYDptAxAjAdWWtq56AiH0ZRXU3WqeY1aT+Vl96pxSNRi892v3iLi8UDeMh1HssUZjOq93ujW6QWQvupghWQSQicsB41Svd7Znea3zEEgSWtp3wdhB5OrDKkSPXC+tVAFwhDQ7M0Kisq4uvUc9zp+PHjGTWq9/oUO46I2+J2fH+FohglVBUKhaKIRCJRYh1XU1NDW1sbnZ2dcardMAzq6upi79OqqioqKyvjFL0QAsMwSiKphUKBF198seRcmqbR2NjIpk2bSp7vKWoj94HIXH5Hon+dHZ04LV0k85DO65ho6AJ0X8MqCFK+NPJP56TNlBU2TyXD59IFjZQrfVKtoHfT1P8nXuabYkEsMz7OfvxaO5OEVhpNjs319e5Uf8EKyNkybR+NP3UscC3Zze9poWA1pUgVRvfEKlcX+JYsBXAtOf7Uq9DRdJ2qqipSqRQVFRVxB3/UADV58uQ+o+GKnUOl/hXlRglVhUKhGABd12loaKCuri6uaeyrmSZKxfeHbds0NjbS3Nxc8nxFRQWjR4+mpaUlbtbp2YAV1VMKIXAch0QigRCCXC6H53mYphnXoUY1rZH3J4CTL9C1vgXTgcqcgYEGnvwFYHiQcnVSWZnSt30pUm1HpvzT+XAkajhtyurR2S+E4Cc8x7XiyXjNF3EoP9ZOw9C6iwLizv5QpEZNU7lEQC4hRWoujKS6YU2qFwpTzyDu7he6bIqKRGrkpeomBPmUhp+W9cGjRo2irq4uLocIgoDJkyej6zpTp06ltrZ2u/8uKLaNsqdSlBslVBUKhWIQ6LpOMpncqWPMmDGDfD5PV1dXyfOVlZUcfvjhcRnA448/TldXF0EQkMvletlXZbNZ2tragNImLdM0S0R0LpcjkUiwddVGklnCxikNPQBDSDP/VJEnqh10i1T5vBSpyTCSavYhUr8nHufnvBCv71Lez/e0D5aIbSleZJo+8kjNWYEch5qQ41AjY39ZjyobpuR0KYGfkEb9Ikz5B0YUZZW3XELg2kClSUUqFfucRmu0bZvDDz+cCRMm4LpuychahUIxvFFCVaFQ7HUEQUA2myWfz8dCJZ1Ox1Oaurq6KBQKmKZJdXX1bjNttyyL973vfbS0tNDc3Izv+1RWVgLw5ptv0tnZSSqVIpfL4bpuHDGNiEa2Njc3y6lXfnd5gKZrGGE9bCKRwLZtNE0js7GVRAZsV8f0pf2U4Yd+qI4WTpgKI6meTP+n3O7u/qSjYfu9RSrAt8Sj/IaX4sff1z7E17T3l7znSKR6GmEkNRSodreZfyG0ofISMoUfR1J1GV0NdEFgyOlSvi7wEThGgGtC3g4oJAUiZWLqOqNGjYobx6Io98c//nFSqRTATn/ZUGwDZU+lKDNKqCoUir0Kz/Nobm4uqfF0XZeuri5SqRTr1q0rmUJlmiaTJk2ivr5+t6xP13VGjBjBiBEjEELw0ksvsWzZstjqqqOjg0Kh0EukappGa2urrJUNBKJHY5UIBJ7jIszQM9T3SbhgbnKkkX8gb6YPdi5snHI0Uo4uBaqnkQjrUtMZjQpHWlAlfJnu1/ow8j9Vm8k88QoeAT/VPsqF2qGlayISqd0eqflwDGouEQrUhKBgy9S+F06Y8vSwMUqHwAgbp7QwiqoLgjDq2pWWnqkYGinbZuzYsaTT6bhcIoqCb968mcmTJ++CT1PRE1Wjqig3SqgqFIq9BiEEbW1tfRr1u67Lhg0benmZep7HihUrMAyDmpqa3bVUAFavXs1rr71GZ2cn+Xwez/PwPK/ENUDXdXRdZ8uWLWTau9AC0BBoyAgjOiVRKN/z0HUNq9PDboWEL0ei6gJMF+zQvD/pydGoUSTVcmR3f2VeC+2nwpGo/YhUgA9o07iNTxAgOFPbr+S1nkb+kT9qzhIU7NDM3xY4ibD+1IxS/bLL3wlFq9BkFDUwwCUUqRoyEmvLz7KyuoqpU6fGkdQokh6Nso1qfxUKxZ6HEqoKhWKvwXXdXqIkCALa29v7nABVzPr163eJUPU8j6VLl7Jy5UqCIGD8+PHMnj0b0zR5+OGHaW9vx/O8Xo1U0XupqKigtbmF7NbOotS7/L8OBIGcyhSbmQpItgVUZDQsX8MIZLrfdCGV17GjMaieRsLXMT05KjWVCydOOVKk2n2I1KxwSWGW1J/O1Wb3es89jfxjkZoQFGzZPJVPSJHqRSNQQ5HqGd3G/sIQ+MgGKk8TBKaMrjoJQS4ZoOkaFdVV1NbWomkavu/HVmCappEKvVN3pHGqeJiCYvCUq5lqzpw5GIbBJZdcwiWXXFKGlSn2VJRQVSgUew09/UiDIIhrQbdFJpPBdd14olRXVxe5XA5N00in03EDTjabjX1Vo9rX/gz9Ozs7ue+++9i6dWuc2l++fDkvvPACkyZNYsOGDXH0L4qiFttPua7LhnXrEI6IA6clE540ObZUF0JGVwVUdepU5zQMXwvHmsqa1HROI+VpGHmNlK9j+Rqmq5FwCJumpAWVFLC9Reom0cnHxe/5uLYf3+S4fq9jsUgtRJOmLEE+GchoalJOnSqYyCiqIfB08I3QtN+UgjUIzfwDvXv6VMEUuAkoJAJStRXY6VTswhCJVF3XMQyDRCJBZWUlVVVVNDY2bvPzB2LXhHw+H0flLcsilUptc/iDQlKu1P/LL7/ca5yt4r2JEqoKhWK3EwRBXG8Z1WxG/pY7Q8/oVzabHZRIjdi0aROapvWKyhYKBdra2kqmQEXHz2az1NXVlXivRvvcddddtLa2AtJ71TRlNLKrq4vHHnusZKyppmmxtZRt2ziOg5svgCMwkYI0Eqg6YeRKQPyWBVRmdKozuqwpDZCjTT2o6NJI+jpWQSPpywYq0y8SqTmddGjwbwd6KHC7Repq0caZ4k5W0cYi0cRIKvmMdkiv6xd7pGrdHqm5KM2fDB8nBF5CilI/7Oz3DBlZdXQZZQ10GSUODNnpHyDI2tIv1TEFWmUCOy2bo6KxplHdsWEYJJNJKkKj/zlz5gw6KprNZnuNtY0i21VVVQPajykUil2D+lenUCh2K52dnbz++uslAnLVqlWMHDmSffbZZ6c68KNO9yhtm8vlBr1vNPZ0oHrGaEJUMpksWWd7ezuNjY2xIGpqauJ3v/tdSdNWVCtp2zbr1q0rqZUtFqwgBZMoeAhf2khRnPAv0lwaUqzqQiOVg7oOQ9pOBVKo2nkZIbVc2Rhl+WE5gK+RKEiRWhlGUm1PkyNRhVbSuP2OaOJMcSebkJZaE6jh/UzqdW2KjfwLpjTuzyWDWKxGTVRuImyYMqQYdfVQpBoCJymkTyryz0CTx/V0yFYKhKmhJyxSlRVx9NmyrNg3FmRXfyQqR4wYwciRIwfx6ctofE+RWkw2m1URvkGivFAV5UQJVYVCsdtwHId///vfvRqaQIo7y7KYMWPGDh9f13Wqq6tpb28HKGmqKhawfVFVVTXg68U4jlNicxQEAYVCgWQyieu63H777bFXqqZpJSJ406ZNJeuybVtaTUUjU4MAnAD86Ad0kW9p/L8wkirACOSkqYqMjhnIdL8ejkNNON0Tpiyhdaf7XUIj/yjdr5eMRI3O96pYz1niLtqQgn8WjfxZu4BxWqlgi0Sqo3en+3O2nDaVL7Khci0ZPQ3C0ae+LvDMAMcSZBMCjFCchnUOASA0QVedhl4lI6eWZVFVVRU3mfm+H6flq6qqGDFiRHzNDzzwwEF9ntD/mNyI6EuKKgHYBsqeSlFmlFBVKBS7jWXLlg0oBtevX8+UKVN2KsUapXw7OzuxLCsWIMUG8D2prKwknU4PukwgCAKCIMDzPJqamnBdl8bGRkaPHs0vfvELOjo64nNGTT65XK5XhDfq6rcsS0698gW4gkgK9fydXVKfKsDywM7pVOR1zAAMV8PyIRFomAWkWHVDgeprmJ6GXZBNVRV5jbTTQ6QWXZqnxSrOE3+kCxllPJix3K+dR4NWWqJRPG0qbwry4aSpXFiLKm2opEj1w45+X5P3HUP6pOYTgiDRfTwpUmXEtWAEBJXyRcuyqK+vj0Vq9JlGjg1RVDuZTHLggQduVwR0MF9SgiBQQlWh2M0ooapQKHYbUb3mQLS3t+/0DPZ0Ok0qlcI0TVavXh0/XzItSQgqKiriOfDby+rVq1m+fHmcsn/zzTfjzv7oXFEUty9P1EQi0V0+IEDzBYbbLU77CyxFz+s+pHI6FTkdQ2iYHpi+tKMyC5B0dBJeKFIDDcvVsB1IF7q7+21PwwpKjfw1YL5YzOfE/ThI4X4Mk/mD9mmqNbtkLZFIdfRwHKolo6hZW1pP5ZOyptRJyHpTXxexkb9nSCHrmwLf6j5e1Ezjh5OnstUadnitqqurMQwjFqrFo2MPOugghBCxgN3eLzuDKTnZXYMh9mSEJhDajif/d2Zfxd6JEqoKhWK30Ze/6a5C0zTq6+vJ5XJs3ry55HmA6upqpk6dSlNTU/xalEreFps3b2bJkiVxTaPjOLz77rsl20QRunw+X3JMTdPiWloA4QvcfAHNj/xRt5371H2o6tJJFnQMX8MUYLky1W+7YeTUC6Oofpj+d7ojqSm3b5EK8BfxNl8Qf8IPY7enMot52lkkte5fFz1HohbMMIpaJFJzSdnB71gQWBBoMpLq6aFlVTp8bMp0v3QwkEf3AccUdFUK7KpU3MQWXbfIISGKntfU1PQSkdsrVBOJxIDpf8MwVDR1EJTLnkqhiFBCVaFQ7DYi66eBKKeXqaZpjB8/nurqarZs2UI+n8eyLBobG6mrq4vTxFHTUxSpG0hQ+77Pq6++SltbW2xnVJzSLy4xKLY5il4rFqmBH+DlHbRAoA+muE9AsgAVGQMrnDJlRtOjwtrThK9jeXQ3TTkaybyMsPYnUuOzanCgGEMDaZrIcDYHcos2F1PTi5fQPW0qiqQmpEDN2VKsFhICx5av+5bs3I9qUl1TRlJds3viFFr3cQMdOpM+ngUkdMyEFYtS3/cRQlBdXU0ymYxFa3V1dUkzmmEY8WjawWKaZsnfhZ5UVFRs1/Heq6jJVIpyo4SqQqEoO0IIWltb4/rNZDLJqFGjGDduXEkqvie7ygKourq633rFmpoaXNeNo56maeJ5Xr9i9cUXX6S5uRkgHnVaXFIQ3Xccp+QYuq6TSCS6RWoQ4GQLmBQptYEQkMrJ6VGWJ31OLUfWoCY8GUVNhFOmTF/D8CDhaaTyGumCRqqgkXR0kqFHas9IasRUrZ77OZ+/iIV8V/sgenG5BKVG/oWwCSqXCMimQo9USzZURUb+QgdfA1cXeJbc1rWRRQVG93FBesFmEwGerSFSBpVVsna4WPxblkUQBHHDVENDQ69I5/jx43coTR/5pUZR8KhEw7ZtFU1VKIYIJVQVCkVZCYKAJUuWxJ33IK19WltbGTlyJBUVFWQymV77mabJAQccsDuXCsjoW2NjI5lMRtpCCRHXuDqOQyaTietLN2zYwJtvvhkL22IhGnX2R6M7i5tzeolUP8DNFkLrqUEgoDKjYYV1pSYaZl6m+a1QnCbCZinLl/WqiYJGsiBFatrVSLp6PG2qeOpqIAQeAbYWCjENDmA0B2ijo1PHfwpKp01lE4JsMpw0FYpUx5b1p7FI1QWuHuAlIGeGIrVoAfE6kGNRnToTzdIxQz/U6NpBd21v9IWmuBY5mkQ1evTonYrKJxKJXp64isGjUv+KcqOEqkKhKCsbNmwoEanFNDU1MX36dDo7O1m/fj2e56HrOg0NDYwfPx6gJIW7uzAMo9+oa319PUEQ8NZbb3Hvvff2EqjFnf3R/b6Invc9Hy/n9PJHFXRPQS0hgIqsLq2mwmhpsoCMoIYpfDN8XtpPIUekOkWRVFfHDqJpU92GV67w+ap4iJzw+K3+CYwoxV/8FkSYzkXgUmzkH5BJCLKpgEIC8rbAsaJIauiHqgnpk5qAgh6QT9LLvigII6m5hMCtN9ASshY0lUpRVVVVIvpN06S6upp0Oh2LVE3TqKqqYp999tmhpjhFeVGpf0W5UUJVoVCUDSEEmzZtGnCbpqYmZs+ezYQJE+js7IyfD4KATCYTjyw1TXNIu6yz2SwLFy5k5cqVbN26lYULF/ZZDhD5nxavtadYDYIAx3EwDAO34GCKIgP/eJ9w0hRStGoCDBdsR8cOzfoTnoZdkKLUDr1RdU9aUlmehuVCwpHiNFXQSDk6SVfDDjQ5BIBukZoXHp8P7ucRlgDwTZHiZu2jvd+f1mMkqinrUbPJbq9UWZMamviHzVEBAscAzwpwdSikoCSUS9iQhaBQpeHX2Zjh9C7LsqipqYlFqq7rpFIpJk2aVFIrqmla/FiJVIVi70QJVYVCUTZ83y+xYeqLKL0eGeJHBEGA67oEQUA2mwVkzWBfHd19EUXdyhGNbWlp4S9/+QuFQoFMJsPqVav73rBYdIWR4OhPXddjEQsykhq4Prrfa9fuY4Q3LQDLBdvTZR1qIIWqXQibpkSY5o+iqYEUqbYj0/2pgrSfSrrd06akRpRn7RAFzg/+yHPI95XA4IPa9F5p1+Ka1IIp60tzCUEm2W0/lY9Eqi7kyFNNNkS5GvimoGCAk5QCtvTY4ajVtIZfl0AL/WSTySQjRowgCAIsy4prUWtqahg1ahQg/65E9lTRtVYME5Th/27B933++7//mx//+Mf9ZrD2FpRQVSgUZWMwgiHq/C+u4YwmO/Ukl8vFZvr9HTsy0y/u3E+lUnFX+PYihODRRx8ln8/T2trKpo0yQlwyHYqiB1r3fpFIjRpv4rS1AD1UodpABlRhONXyZPe+FkjzfsPXSOTCKGqgYXjdYtX0IOGEItXpFqnRtrooPV+LyHK2fxevsQGACix+r3+a47WppdchTMlHI1Ejj9RMKrSfssJIakKm94UpRaqvyelTri5wbUHBCBBmjwhz6L2aT4NWn8BOJpk4cWI8AKF4qpdlWVRXV1NVVdVv1LSurq6/K6rYzaga1V3Pk08+yWWXXcbrr7/+nnCjUEJVoVCUDV3Xqa+vH9DYf8SIEb2irgNZVnmeRzab7dNuyPd9tm7d2kv0ZjIZXNelqqoqrh/NZDLxCMyKioo+u7g7Ozt57LHHWL16Ne3t7XR1dvU5HQr6/4VqWVbsXCCEkDWteX9QgSY9AMMHIxagOoarUZmXo09NX8fwkWLV1bAcafBvO/KWKmikC7Jpqq+RqOtFB2f5d7IU6VpQR4p79fM4VBtXso7II9XVpdDMJQQZW5BLBnLiVDhtStakgjDk9oEu8HTwjADXgoIZ4FvSHzb+zJANWE4CzCqbmtpaJk6cWPJ5RJ39UeNUOp1mxIgRfV4z0zT7fU2h2FvI5XLceeed3Hbbbbz88svYtr3tnfYSlFBVKBRlZcKECbS3t/dpnG/bNqNGjSoRplGX/ED0J1QzmUy/oy8dx8FxHFzXpbm5uWS71tZWGhoaqKqqip/r7Oxk3rx5dHR00NTUhOcOXMJQMs40JBKppmnK9yQE5H2MHjtGS4mFaxhxNXwZGbVcDdvTMT2ozIei1A99UyMrqtA31Xa7radSBa1fkbpCtHCW/3vWItOEY6jifuN89tVGxmuQk6FEPBJVRlJlw1TWFtKCKiHrVN2EwAs9UgNNjjsNwslTTrGIjSLOCATSfspJwHEnncA+++/HW2+91euLy8iRck0VFRUkk0lM02TatGk0NzfH42lB2o6NGTNG1acOI1Qz1a5hyZIlfOlLXwLggx/8IN/5znf40Ic+NMSr2j0ooapQKMpKKpViv/324913341rp6IpUZMmTYqjjf0Zq/dFX0I2alAaiM7OzpKGrQghBM3NzfEIzo6ODh555BFaW1tpaWnpHoM66BVKW6NIqEZDA4KsO+AxonpUI5BCNelomJ5OypFNUlU5PbScQk6ZKrKjsr3udH+yoJNyi0Rqj3T/UrGFj/l30IS0BZtCHX8yLmCSVtcttrXu5ibHkCI1W2zkn5KRVSfq7rfCRqtQ2AoT8ggK6QDfAM/ovoCyzhUcW4rUmtGNnHr6R0mlUqTTad5555042l1ZWdlLeFZXV8fjbj3Pw/O8+AuBYnihRqjuGpLJJOeeey5f+tKXOO644wb0o97bUP/KFQpF2Umn0+y77744joPneSQSiRJRYYTd3dtqvIroK2I2mHGsxROj+mL9+vW8/vrrrFy5ktbW1rjRK6KoBLUXxb9ObdvGtu34PXqeR66tq3fIVSv6UwA+JALQhIYeTpdKFqQQTeWjKGoYSQ1FahxJjWtSw85+L3QB6KMGdjTVjKaaJjLMZiT3GeczWuuOJkfRTr9o2lQ2EUZR7YBcWgrXQkL+6SciyyrZ4e8b4BtSxPoGuAagy7cZiVQvESAqLaobqjFMg9bWVsaNG8fKlSvJZrOMGDGiX//SyZMnx/eVQFXsKH/9619ZtWoVX/nKV4Z6KdvNPvvsw1133TXUyxgSVKukQqHYKYQQFAoFOjo6ZF1nV1ec2k8kErHVVDGaplFZWRmb4G9LePTVMDCYxq2BhHChUOBvf/sby5Yto7m5uc9mrsFEVG3bJpVKxWI635Uj39KJFoiSY2hQ2mmige1r6ELHCDTSeSlSk3mNdE4n4evovoYREBv5J8JJVHYoUGP7KW+AaVMaVGk295rncrZ2IA8ZFzJKqwzFqYh9TD1NUDBkqj9jB2SSgkxKpvtzliCflkI1jqQSpvl1afCfMyORKhC69NnytdB3NRUQ1CZI1HZ/jrZts27dujiC3dzc3Ge5CMgovWLPQJThVm5yuRyXXnopp59+Or/4xS+2e/+3336bSy+9lAMOOIDa2lqqq6vZb7/9+PrXv86iRYt2wYoVxaivpQrFEFHcJb67De7LhRCCzs7OEoER2Uwlk8kBBUbkgZlKpXBdl46Ojj6bqioqKvpsHIgmFm0r/d8T3/dpampi+fLltLa2xk1WxVZSmqbFUUboLVhFuI1tJ0iHjVlBEJBt7cR3vVJxSu9AKgIsR9akRnWn0bjTRNTZH5r3W0FoSeXKrn/b0Ui6Ycq/p0gV3efyRICp6eFaoYEKfmF+rFczWEAoKA1B3pRR1JwtxWpkP1VIBnimTOcLvbu739chMAU5Q+AlBK4pLark8WVkNqg2MZIJdEOPr21tbS0dHR0sXbo0vqZVVVV9NripKVF7GMPMnurBBx/k61//+g6lyoMg4Ic//CE/+MEPen2JWrRoEYsWLeKXv/wl119/Pd/4xjfKtGJFT5RQVSh2M67rks/n42ifruskk8mSEZt7Crlcrt8oWD6fj83bB0LXdWzbprGxkVwuRzabxfd9LMsinU5j23a/1yWqWeyrDMC2bZmCL0r/t7S08O9//5uOjg7y+Ty5XK7XlKlYrOoaIoim0Jd2+2vImrF0hZxDH/gBXc1bEX6wzZpUAkg50oDfDEALNBIepLt0EoGGKZAi1QtFqiMFaiIUp3ZBI+VKkWr5cpxqz0jqHf6r3BH8mz+ZF1CjJWOxGjVMRWsRGnhhTWpkP5VNhun+pCBvS/HpWEiPVCOcJKUhvVINgWsGOLZM/fuhSBGawDUgaEhghl6o0fXVNI2DDz6YpUuXxvXDdXV1fTbLQXdjlWLPYLjYUy1YsIBrr72Wf/3rXzt8jCuuuIKbbropfnzCCSdwyCGHkM1mefzxx1mxYgWu63LZZZeRTqe5+OKLy7F0RQ+UUFUodiPR7PhiIoN73/dJp9NDtLLtJ0r5D0ShUBh0R3Y0kWp7roFhGNTW1sY+qkKIePymbdtYlhUL1Uwmw8svv0xnZ2fckNPz/MWCWNM0WRwlBKJI4Om6TsJOkEp3R4u7trTFonbA94js0jeCKJoqhWg6I6dHmYGG4SFFqiujrIk+RKodiVQho6jF/K/3T37o/x2A87y7ud+8gKRmUjSxNRQTYYOTEZCzBLlkd11qPimtqFwDXFtGToUReqtq0oLK1+Wo1IIlfVN9DbRQyOYtgZuAdNFnHxnzH3300SQSCTZt2hQ32fX3mafTacaMGbPN66pQRHzve9/jrrvuYuXKlfFzI0eOpKmpabuO89BDD8Uita6ujgceeIDjjjsuft33fa688kpuvPFGAL72ta9x8sknM2XKlDK8C0UxqkZVodhNCCHiiUt9USgU+o1ODkcG08y0O96PrutUVFTQ0NBAY2MjdXV1sdm/YRjkcjlee+01/vnPf8bNXcWWWMXRvuh4EZqmoek6uiFvCTuBnbRJJpMAeHmHzKY2NE+gBfQfTgqQYjMvI6lGOAI1ldOpyOrYQkcXoIevWa5GIvzT9qPOfo1UmO6Xkdfukaga8u/Xtd4TsUgFOEwbj11qjhVPm5L2UwHZcNJUxg7IpGVdaq4iIG8KnKQUpYEhwppUpEg1Ba4hBaljymYqYQg6Uj6dlbKpKlGZLDlvfX09n/jEJ2hoaCCXy6FpGo2Njf2K1MrKSvbbb78+ywEUw5fInmpnbjvDtddeWyJSL7jgAh599NHtew9CcNVVV8WP77777hKRCvJL8g033MDpp58OyCBEJFp7snr16viL8GBu119//Xatd29HRVQVit1EJJAGwnGcPaZxZDBlCkNZytDR0cGzzz5LU1MTjuPg+348ESufz8ciOhKmkbD1fb/X+FNN02LnAiEEXsHF68ihBTLKGEpFdKERRLWtYapd96Upv+5rGKEYtfPSzD8ZjkHVfbprUl1kJNUrqkkthHWp0djUoFukAvgi4NveAu70/x2//6uME/mq8f6SooCos797JKoci5oN0/xZW1BIBRR02TQVGNJ+KrKhCnSBBzimoGAFuCb4lrwGXckAYYCua9jpVInAPPLII2loaCCbzWIYBp7n0dDQQCKRIAiCXl8WomY7JVL3PKKSkp3ZvxyccsopXH311Rx55JHbXZ/6yCOPsHDhwvg4J598cr/b3nDDDTz88MMA3HnnnfzsZz/rVVdtWRazZs0a9PkbGhq2a717O0qoKhS7icFEIAezzXAhmrXeV2e953l0dnZSKBTYsGED1dXVNDY27pLGGM/zePfdd3n33XdxHIeamhqmTZvGa6+9RkdHR0mzVVSu0LMuNXof0f1ikRr5okaiycnm8boKciRq0UDU6E+dUKwGchSq7kvzfZ0w9Z+DlKPL1L0rRacZhPZTYSQ14coO/9iCKrKf6hFJBXCEz3+6f+GhYFG4DrjBPI0LjcPke47eO1KkumHjVNQwVQi9UvOhWHV0mbYPwpGoApnmF5qMpuYScttAQ5YEAKLeJp3s/eukpqaGY445hkQiQVdXF5s2bYqnl5mmie/7JZGk6PMQQlBdXb2TfzMU70WuvvpqPv3pT7PPPvvs8DEeeOCB+P4XvvCFAbfdd999Oeyww3jllVfIZDI899xznHjiiSXbjBs3jsWLF+/wet7rKKGqUOwmBhMd2tMiSKlUqpehfqFQYOPGjSXR42w2S1NTEzNmzCjrbGrHcXj66adpb2+PxWdHRwfr1q1D13VyuRye58XNa67rxpHU4sapSIj2dGKI6ip1XZfOAL6P5gYYPiUd9nHKUgMRCHQBZqDJkajSSV9GVnMaKVePTfvNIDLyl1FUyw3N/CMLqvBP25c1qQalTVNZ4fL/3Ht5KlgBgInOL6yP8TFj/3ibqB7VBzxdkDcC8gkRd/fnk9LIv2DLKKtny0Yp2dnfberv6eBastlKGKFI1YERSTB6V5HNmTOH8ePHx48rKysJggDDMOKxtsWYphn//bdtm7q6uh3+e6EYOoa6meqaa67ZySPIRiyQPyM++MEPbnP7E044gVdeeQWAZ555ppdQVewcSqgqFLsJwzDiiUX9sadZ8ZimSVVVVSwIhRBs3ry5zxKHIAhYuXIl+++/f9lKAt588022bt3a63xCCHzfJ5PJxGNW+2ugKk7v91yXrutomobnumiuQMt5kHMxQ7kokGJNE/IWaGAIDT18bEQ+qC5YvhSoCS+MokZG/j7dTVPhn8lC2DzlaCSLR6IWvc2McDjXuYuXg7UAJDG5zfokHzJmdK+NsAEKpJG/GYRNUzLln7dlE5VjybGnnlUsTuV7CwjI64LAhi47IDCkX2pgahiNadC1kuufSqU4/vjj+/y7bNt2v+Uv0d+fyspKZs2atcc5YChChpk91fbS3NzM+vXrAWmyX1tbu8195syZE99ftmzZrlraexYlVBWK3UTkG9rXSE+QHc6DMbEfbkRiNQgCtm7dOmADleu6tLe3D+qHf19E9lWJRALbtlm9enVJjWMxkcNCJFL7E0jFYrWYSKT6vo/uCMh6aAUPDT22qBIIgqA7oqoHYEQC1QMTDc2RNaomMmJq+hqmp5VEUouFairs7k96YUNVoKHH6f5ukpiM02p4mbVUYXNH4tMcqU8qtZ8Ku/QdXZA3pSdqNhSo+XDqlGMRilQZSY2sp6JRmI4uKKRkxFVossM/SGhQnUA3jTgCbRgGBxxwAPvuuy+tra1s2rSJurq6uFmquJyiP4QQjBgxIm4srKio2CP/TSj2XIq9fadNmzaofYonpymhWn6UUFUodiOmaVJdXU2hUIhrJ03TJJlM7vFjIXVd36ZdFUixGQlVx3Ho6uqK90ulUlRWVva6FrlcjoULF9Lc3BzXmebz+XhAQFQvq2kauVyOTCZDV1cX0F33GwmqvugrkgogfB895yOyLroTIOJ61HhPdASRM5UuZCrfcKUfqu7LEgBTaFge2C7hpClIhBZUVtQ45UhxmiyEqf8eIrV0wbIW9mfWXBIYfN48nAN0aePUbeQvO/WdsDs/Z4Vpfls2UWUtgZuU9aieDoEuTfyFEUZTtWj0KeQiM38dtAoTkmacIQCYPn06Bx98MLqu09XVFX9Ora2tGIYRe9puCyEEW7dujf1xOzs7qa6uVtHVPYho4tnO7D+UFDsGTJgwYVD7jBs3Lr7f3Nxc9jW919mzfzMqFHsghmFst1/onsJgxHZUh5jNZmltbS15rauri0wmUzL3vVAo8MILL8TCPpPJlJj4gxSjhUKBXC6H67pxBLXYhipioAhqFJ0NfB/cAMMFkXXRXJ+4falIM8moqmyUCgIRRkplVNX0NAxkl3/C1eQkqlCUmmEjleXJJqlEoXvaVCRSZWd/aSTVJ8AochU0NZ2bE2fElatRFDVqnHJ0KVBzdncdaj4hx6K6VoATpvp9PbSY0qPxqHKkqmsLOpMyAoumoVcn0Cz5+SUSCcaOHcvkyZOZMGFCPKWs+Bd1NMgiCIJBNwrm8/mSz9V13T2uJOa9zM5aTO2sPdXO0tHREd+vqakZ1D5VVVXx/Z4+2XsquVxu2DjQqJyKQqEoG4NJ6dfV1REEQS+RGiGEoKWlJRaTa9asie2kXNftJVIjomap6H5fx+1PLBXXp/qRSC0AGQfcoLSFqYfG1QTgC5IFKUjN0P/UEEAgu/cThTByGtamRib+dpTmd4pEavFI1KLzvOFv4IO5W1kehEKwSMGKkv9k01TBDA38UwG5lCCfkvWouaTAMWXK3zVkg5RvSOupqDbVj1wBkjKSKgwBVVYsUlOpFMceeyyHHHII9fX1FAoF2tvbY5FqmmbsbRtd08HamfVsKOxrrK5i76ejo6PkNphsTTkoFpqRX/K2KN5uIK/scjJ58mSEEHHmqNyMHj2aL3zhCzz33HO75PjbgxKqCoWibFiWNeAkodGjR2NZ1jZ/mPu+H5dHLFq0qOQXVn9EEdfi6F1f4qivpqn4vJ5H0JHHzAWQdcETffd2RJ1KAWg+JKPa0yj1L2T6P92FFLC+huXpWI4ubadCT9Sk221BFUdShYbWI6z0vL+aT+XvZJlo5pzCXawP2oveEOHYUiky3bCzP2tJf9RcMkz1hw1UuYQceeqZUqAKXUZUCaOpnhawNe2TTwVS0CYFQcokXVVBOp1m3LhxjB8/viQq3d7eXvLFo7a2ltGjR8d+tP19Fn3R88vOtupaFcOLchn+T5gwgZqamvh23XXX7Zb1F0f0BztVr/jL1Z7m3NIfnZ2dzJs3j+OPP54ZM2bwox/9iLVr1w7JWlTqX6FQlJXRo0djmiabNm2Ko2GWZTF69GgaGxuBviOeINP8W7duJQgCMpkMy5YtKxG1fYmWqMPf932CIIgFa5Ti35bTQoSmadDhkMiDYBBRPAGGC2ZRd78htLCRSsN2QuupIEzzB7JONY6mhrekEzZThQK3Z7r/MW8J/1H4EwVkk9oErZYq3S4ZhwoyXe9qgfRITchb3g7T/aagkA5wTIFnyIYoTxcEBkSDq3zkIICtVT6+AY4l99Utg5kzZ8RlHdGfiUQiriktbqCrra2NraVM08RxnDgKPtBnoes66XS6V7p1T6/dVuwYa9euLfHStW17t5y3ON092ChucZanuAxgT6aioiKOLq9cuZLvfe97XH311XzgAx/gc5/7HGeeeeagI847i/oJoFAoBk0QBGzevJmuri4sy2LUqFG96pg0TWPEiBE0NjbG0YlopGlEz05uIQQbN24sSfmvX7++V5q/uL406ub3fR/HcWLB2nO74qhe9FrxeWNPz+YcVp7BEdpKmaEwjbr99bBBKuGD6emyccrXsHw5ccqOjPwjGyq3W6T2le7/k/sm3yw8hB/K0Q8aM/i1/QlSmlXS3R8QGvlH06ZsOTmqYMumqUJapvAdXVpQeYbs7EePnAGkcO2yAwoVGoWkAE3H1HWqq6t7iUXbtkmlUrS1tZHJZBg1alTskVosNDVNY+TIkbz77rvx42K/2uLPo6GhgdGjR5d8Ppqm7TaBoigP5apRra6uHpKhD5WVlfH9wabxi7fbW4Tqli1bmD9/PnfffTcLFiygUCgghODJJ5/kySefpKqqirPPPpvPfvazHHXUUbt0LUqoKhSKQbFx40befvvtEtG3bNkyJk6cyMyZM3uldjVNKxGxQgiy2WzsuVpMc3MzTU1NJc/3Fc0ojsh5nlcSQQV6WWMVp/kjcdTTN1V4PlpbAZH3t23hKEALwApHnuoCDF9291uuhiW6LaiMIGyeCoWr5egkXHqJ1G4j/9Kz/9Z5iWucv8WPP2bsz0/sM7A0o7dI1btHohYsQT4hJ07lwmiqZwgKusC3ZIe/Z4KmxdULuIYglwwoVGsElQZWeM1s2y4RqdE1mzBhApqmkU6nEUKQTqeZPHkyVVVVtLW14TgOlmVRV1eHbdu0traW2LL1LL+YNWtWrzRrNEZVdfwrdifF40s3bdo0qH0i31WASZMmlX1NQ0EymeSss87irLPOoqOjg7/85S/cfffd/P3vf8f3fTo6Orjtttu47bbbmDFjBhdddBEXXHABY8eOLftaVI3qLmD58uX813/9F4cffjijR48mkUhQX1/P4YcfzlVXXcW6deuGeokKxXaxZcsWFi5c2Gfqfc2aNXHErD+CIKC5uZmOjg5c1y2xioqiqT3Fa1/niiZFBUEw6OYokALXsqw4khuLVNdHdEalAgO+BSlShbSWMsOGJyPs3rfD+tTYJzUI0/9RxNTRSXjEE6d6iVTR3RslhOBnzjMlIvUz1mH8NPkxLN0oqUf1o3GoZliDmgzIhV36MqoqcEKx6ibktl4C0OW0KV+Tnf9bq326Rpq4VWZ8IQzDwDTNkghTZWUlY8eOJZ1OYxgGU6ZM4aijjmLatGk0NDSQSCQYNWoUEyZMYPTo0XE0dObMmf3W+02bNo0RI0ZQVVWFbdvYth2XAKi0/56HKMNtKJk1a1Z8f/Xq1YPap/jn3+zZs8u9pCGnurqaCy+8kEcffZSNGzdyyy23cMwxxwDy59XSpUu58sormTRpEqeccgr33ntvSQBhZ1FCtYx4nsfll1/O7Nmz+dGPfsTLL7/M5s2bcV2XtrY2Xn75Zf77v/+b6dOn86tf/Wqol6tQDAohBG+//faA26xatWrAOtCurq4+p0JpmkY+n+/1Q60/E38obVYoPmckYnsev/ixbdvdIzw7coguB+ELRMZlwJ4dEZr5u0hxKTTwwHLC2lJHIxmORpU1qWA7GpbTLVaTYU1qZOxvBVFNamx8RSAE1xYe5yfO0/Gp/9M6hmsTp6BrWhwBFcia0th+qkig5qNIqi1FqmOGE6cMCMzQyB8h97cEnRUBmXSAnjTjcbGGYWBZFolEIo6Kjxw5khEjRpBKpTjwwAM55JBDmDhxInV1ddt0e0in0xxyyCFMmDAhtqxqbGzkwAMPZOzYsWiahmmasW2bbdsqkrqnsrONVOHHPmfOHGbPns0tt9yyW5c/c+bM+GfMG2+8MeAAk4hofCrAQQcdtMvWNhxobGzky1/+Ms888wzvvvsuN954IwcffHBcevX4449zzjnnMHr0aP7jP/6Dl156aafPqb6ulpGLLrqI3//+9/HjQw45hIMPPpiRI0eyZs0aHnnkEVpbWykUCvzHf/wHmqZx8cUXD+GKFYpt09XVtU2LIM/zyGQyfdZnRSn/YiJxappmr9ei9PxAjTeRiOkpZizLKikZ6OmZKoRAR8PZmgVfgBcgcvK99SuLAuSUKQF6OP5UD8WoFWjdtaqRP6oPZlHtacLRZDTV646imiUitfR9jdS7I5hX2R/ii5as/+pO94vQIxUKVkA+IQ3988nQ3D8hBWjODPCS4CHwTYEX1qSCNPfPGwHZtDyGblslwt6yrNheqqqqipqaGgzDoLW1NRar20sikWDy5MklU3wUiv54+eWXh6RGNZlMctRRR/Hcc8/R2dnJK6+8whFHHDHgPk899RQgMzennnrq7ljmsGD8+PF885vf5Jvf/CZLly7lD3/4A/feey+LFy9m69at3Hrrrdx6663MmjWLz33uc5x//vmMHj16u8+jhGoZiUannXjiifzP//wPhxxySMnrmUyGL3/5y9x5550AfPOb32Tu3LkD2vkoFLsTIQRtbW2xH2ZFRcWg7Vb6i4BFaXqQAnXdunUlFjA9U/zF1lL9idUoctqzKStK8RcL66iZyvM8clu78LKOFIeej8hte1qS4YejUANIBLJxynTDJqnQF9XwwolTrhyXGk+cCn1RrXBUquXLOlajD1kcjWX9kn00HSLPJL2es6339dhGdua74UjUXCJM7YditZCQtaqFREA+JRC6wAOEKQ8eIO2oCob0SHVMgZOClJ2IP7/KykpSqRQjR44kkUjQ0NCA53m0trbi+z6mabJlyxZGjBixzWuneO8Rjd7dmf2Hmrlz58b+ob/97W8HFKrLli3j+eefB+DYY499z/67mDlzJtdccw3nnHMOv/nNb/jlL38ZN7kuWbKEb33rW1x55ZV85CMf4etf/zrHH3/8oI+tUv9lRNd1fvzjH/PEE0/0Eqkgf+nPmzePI488EpDC9fbbb9/Nq1Qo+mbLli288MILvPnmm2zYsIENGzawbNkyFi9evM19dV2noqKiz9ciAeQ4DitXriwRqdC/T2bUId4z1V8oFOKoaZSqLsY0TWzbRtf1+BiVlZXkWzvxcqFIdQchUgVoRSNPbVfDiAz8owlTXihkfY2Eq2NHZv5+9zZWGE2NIql6j0iqEL1/sV+ePJGzE+8rSaMGmuzsL4Rm/NmkTO/nQpHqxJ3+Adl0gK/LqKufkPWsAdIvNZcIaK/wyaUDqLaora8jnU5TWVnJuHHjGDNmDKNHj8YwDFKpVFy65Ps+jY2NNDY2Dnpij0KxJ3LBBRfEkwNvv/12Fi5c2O+2l19+eXz/iiuu2OVrG44sWbKEH/7whxx00EHMnj2bn/70p7FLgG3bVFdXx8GChx56iBNPPJGTTz550DXASqiWkZtvvpnLLrtswNoqwzD4+te/Hj9+8sknd8PKFIqB2bx5M0uWLNnhAviJEyf2+/de13WSySQtLS39Rkd7is2IKKpqGEY8TrNnratlWb2ivnpoq1RTU8OoUaN4d9Ey3IKMsgaOh5/vUcqg9WjkiMSpCAWmp2H4YBeQNah+1NkfpvzDCGpJJNXV4gYqqx/7qbYgy6cyv+Npd0WvNXQ3l8h60kik5i1Zlxo1TOVDv9ScFcjHSYEwNVwThBWKXB08Q26TtQOoMGkYO4oxE8ZRU1NDZWUl1dXVNDQ0kEql0HWdqqoqRo0aRaFQoKqqismTJzNp0iRmzZqlRpoq9mpGjRrFV77yFUB+wZ47dy6LFi0q2cb3fS6//HIefPBBAI477jhOO+203b7WoWLx4sVce+21HHjggcyePZurr76at956Ky7dOvLII/nVr37Fxo0b2bhxI/PmzeOoo46KX48Cev/85z+3eS5NqLEfu52lS5fGnYWzZ8/eZqNKTzo6OqipqaG9vX1IangUexe+7/Pqq68O6BkYFcr39eOirq6OQw89dMAvaJ7n8eyzz/Zr9C+EIJfLxZ38xV6p0XkLhUJs6t/fMaLXdF3H8zzefmshVl4a8ZvJBPg+QcFHD+ViyYqjt+aD5cm6Uy0AOxyNaoUTowwv9FCNRKoHCU/HCigRqjLVD1ZU1woymhp2+Df5nVzY9QeWBVtIYvK7inOZY04smUolkGNNPWSavmCF9ah2QNYCPxSojiUFq5cISwMMme4XYbrf12XdasESpCbVk67tXUs8cuRITNMkkUgwffp0JkyYwJo1a+JfLKZpMmrUqDjSqqyjFMVEv5d+ffRXSJk77n2b8wpc/Pwv4qamSy65hEsuuWSn1rZ69WqmTJkCyK7+wWSJCoUCxx9/PC+++CIgg0ynnnoq++67Lx0dHTz66KNxt//YsWN55ZVX9voyvnfeeYf77ruP++67r0S4Rz+vJ02axAUXXMBnPvMZpk+f3ucxFi5cyI9+9CPuueceQA4Ief3115k4cWK/51U1qkNAcfRHfU9QlIsotRKlXKIud9M0BxQUPScL9UXkaVlTU8PGjRsJgoBUKsWUKVMG5Zu3LZuhyHN15syZbNiwgY0bN8bvCbrrVgdyFojS/L7vk81mWb10BYlCt+1TkOuOFgvkaFRRHOGUT0j7KRFGS52we19oaKE3qulrmIBeZDFlCuKoaiKKrvoURVIpiaW+67dyYdddrAtHoVZpSao0OeUlKgOIIqpeaEGVN6UYLSQCCpYUpflwelTWEgSWbLJyTQgM2TAlkJFUz5RRWLdGp6GHSI38UM8999z/n73zjo+jOtf/c6ZsV++ukmW5F7AxvRgTML0ZYjrcACGhJYQkN0AIBG4CXEJIchP40UIPPTTTA9hgwDQbY9zlKlu9a+uUc35/zJ6jXWnVJUs255vPxqvZmdmzKzH77FueV/yumpqasG3bNkQiERiGAUVRUFRUJCbVtLa2oqGhAaNHjxa2U5ZlIRwOi/pgt9sNj8cjLaa+ZwzUYoofO1zNVBy3240lS5bg/PPPx7vvvgvbtrFkyRIsWbIkab85c+bgueee22dF6rp164Q4Xb9+vdjOr81paWlYtGgRLr744l7Vnc6YMQPPPPMMjj/+ePzXf/0XWlpacPvtt+Ohhx7q8hh5BRkGdu7cKe7n5+cP40ok+wq8s75j6t40TbhcLvh8vi7FaldRzo4QQjBhwgRMnTq1X2vMzMwUTVqp8Pl8GD9+PIqLi7Fx40Z89913QpgmmvR39eWOj/NsaW5BpC0IxGgnE33nJBBWVCTewsQAgDK4jLhApYBiM/hiCnRKoNhOp7/KnAlUxOJi1BGimhFvluJiNS5SeT1qYux2g1WDHwWfQR0LAgDGKpl4wn8+xilZyWl/wkUqdaKoOkPM46T/Yy7nFtUZDBcDVZ1IqqHzSCoDBWBoTrQ16GFgOpCTm9357SAEuq4Li6jdu3dj3bp1CIVCoJTC7/cjNzcXoVAIXq83SZhWVlZi3LhxMAwjydAfcBrnotEo0tPTZanA94jBmkw1EsjNzcXbb7+Nl156CY8++ii+/fZb1NbWIj8/H9OmTcMFF1yAxYsX75N/37feeiteeOGFpOhz4rS/H/zgB7j44otxxhln9MsF5OKLL8YzzzyDd999F2+++Wa3+0qhOgysXLlS3N9///2HcSWSfQXDMLqsL+U2UF2NovR6ve0G+N1E+NPT08Xo1K5qSrtj3Lhx3QrV4uJiIaZDoRB0XRdp/0Q7qq7W2NTUhLq6OtCoBVVRoXkVmJEYCCNCACZGT/lpGBgIczxR9biJv8d0ftbiIlWlTlOVQokw/HfZzn2dT6Wy401U8bIAhTmTqxJZZe7C5cFn0cqchrIyJQ+Pp52HApIWX4sDJY7wjKnxdL/b6eaPxrv6DZcTSTU0xwHA0ngklYl0f9jnRF8pcWpV07Iz4Pf7O31h4Wn9xsZGMR43FArBtm0EAgFkZ7eL20gkIgQt4HwRCoVCnRrkEmlra0N2drYsE5AMG8XFxf3OXhJCxISm7xO33XZbp+vt9OnTceGFF+KCCy4YlAlU+++/P959991uPxcAKVT3OJZl4YEHHhA/L1q0aBhXI9lXSDVuNJFoNNqlUE1LS4PX6+00jjQRVVWFYDEMAx6Pp8vnCgaD2LBhAyoqKmBZFlwuFzIzM+H1epGWlobW1tZOwnPs2LEYPXp00nl4I5Vt20l2VInpf16XahgGmhqbQGMWVFWJez0RKEQRdZ6EtVtAOU8QF4YM0GOOrZRqOSLVZShOup8CKnUEJxepXJRqttPRr9txkWo66X61Q2c/f77lxhZc3fYiInBS47PUUXg4cA6yFV/SVB4KBktx0v1CnMbrS2MadfxSdecxy+X4o5oqg6U7L4YqQJuXgmoMtgIoaS7kZWVBVVWYpilKQRKFYyQSEfWomqYhPz8f4XBYdPcnflmIxWJJ6fxwONztFxfGGAzD6PLvT7KP0dEcuD/HS0YEjDHk5eXhnHPOwcUXX5zSzWgg8NGziWNrUyGF6h7mj3/8o/BbPfzww8UYsu5ItOMBnPowiSSRnmpMeYNSqqgWIQRlZWVYv349GGOdzP1dLhfGjx8vxEl3z7V79258/PHHSX+v4XAYzc3NUFVVTB0KBAJQFAU5OTkYM2ZMp1q0nJwc7Nq1C5qmwbZtkZ7mQsu2bdi2DdM00dbWhtbWVhixGFQumBhgRWJgNP6aGYRYjT/s1KNSQI17nbqo0yjljimicUqxnVS/mmDkr1OnPIDXoOqW092v8warFEb+78TW45fBl2HCEdmHaMW4L+2HCMCVLFLjkVRu3M/N+2PueMe/myHmZTAVwNLgTJ1SAVt3IsOUABGdIuZyBKvq05GZnS2EJP/98vQ9/6KQ2MAGOE4KiRZUvKGKENIpyt2bSFV3tcWSfYvBqlGVDC9nnnkmLrroIpx44olDVmf+85//HJdeemmPtch7RKj+9Kc/RU5ODubNm4fDDjsMubm5e+JpRxzPP/88fv/73wNw6vESI6vdcccdd4jjJJJU9JS25/t0hc/nw6xZs1BZWYnGxkYhCLOyspCWlpZ0bFfRs2g0ik8//bTL6K5t24jFYmJsam5uLgghKadZ8RRzooE/H31qWRYYY4hGo6ipqUFbWxsInCgmADDKYEYMEMpEd7+wfoo3TBHmTJoiFHDzSVE24I06QpSn7RUKqBaBTp10v7CmSois6pYjYtUE+6nEd5oB8Cia+AA+1jUZfw6cARc0ULGPE/U1uUjl4jT+b1SjTn2qiznR03gXv6U5TVN23ILKVJ39mALoPheycrJT/r4opVBVVYhUTdO6/CLTE263O+nLTapz9KdURPL9Zt68eYPW9S/pOy+++OKQP0dvI7RDfvWorKzEAw88gDvuuANnnnkmPv744z6fozezdkc6Dz74IM477zzxAfHUU09h2rRpvTr2hhtuQEtLi7hVVFQM8Wolexs9FfP3pthf13WMGzcO48ePR2lpKcaPH4/09PROwqOrFO7WrVt7LEHgk0rC4bDoEued5In71NTUwO/3Q1EUYZnE/VRdLhds20Zra6tTRgAChTgCkVEGM2qAx2VY/H8AktQjoQyaCXiMuD9qlCAQUqFTNUmkalaCGE2wo9LjNapOVDXuEsBSZC3jG45yTcRdaafiLPd+uDewCDrRkoz8KQEMxUnnR9wMEQ9FxEUdf1SNIuRtj64aGkPYy2C6GGzVMfG3FQZTccapkjQ3ckbnIycvt0uByKOi3O4rLS0NjY2N3f7uOHyQAuD8XfHfaeKtI/tis4kkNXwy1UBugNP1v27dOilShwlVVaFpGm677bY+H0spxbRp06Cq6qCMiR/yiCo3tGeMobS0FGeccUavjuNeW++//z4aGhrg8XhQXFyM008/HZdffvmQzoteunQpli5d2uN+P//5z5GZmdntPtFoFNdccw0efvhhAM4c4aeeeqrX7wPgCANZ3yXpDo/HIwRDV4/3BkII/H4/gsFgyse5eEyEUoqvv/5alA70BP+yxpu8gsEgAoH2+fZNTU1gjIlpV5ZlIRKJAHCarJqammAYBpqbmx3RBB5JpTAjMXAjKBZvmFLA7agcD1PVAtyGIupMfSFHdKpxgUpoPNUf/5fXnfL7utUeRdUSj0vwGHDeh/Z+fwbgJPd0nOSezvcQ/28DsBTeOEURcTkiNBYfiRpxMVg6g6kzGAqLj0Z1jqMqhalQmBpgegjSR+WKDv7u4CIVAAoLCxEIBMQknp7g1yKXy5XyupTo0ABA+q1+z5Cp/32DgVhnKoqCE044ARs2bMA777wz4LUMuVDlZrmEEJxzzjm9Ouadd97BmWeeiWg0Kt6sSCSC9evXY8OGDfjrX/+KP/7xj7j22muHZM1Lly7tVar9kksu6VaolpeX46yzzsLq1asBOF3PL7zwAg488MDBWqpEAgBikhCPVHI0TYPP5+s0uak7+PjRSCQiUrqapsHr9aaMjH388cfC+Lo3JDZSJf7bkcQIHfdGraurQ2trK0KhEEzThEKc5D6lNgzDgNrRF5UAjMIpAWBO574nHiVVKYG/jcDNFChxQ37CxWe8iUpLEKk8kqrHBatmtxv5J9pgUcbwh+DbGK1k4jLfIUmNXOK1xf+1CRMilaf7+ThUbtBvuKioRY14mYjA0rgjgKU59ar+vIxOTVLdva8AkJeXh7y8POTn5/d4HCEEubm5yMrKAiGkxwERmqbB7/fLaKpE8j2EBzuqq6sHfK4hF6qJU5d6E0VsamrC+eefLyIoqS6e4XAY1113HZqamnDLLbcM3mIHkbfeegvnnnsuWlocQ+/TTjsN//znP5OsXiSSwURVVaSlpYFSCkqpMMDvD7quQ9f1TtGxjjQ2NvZJpPK0MR9GAKDT3Pj09HTR3MMYQzAYhGEYaGxsREtLixDjlmVBIQoUQmDG3QooYSK6yRic+/GbQgGXQaDFvVIDbQRuqohUP4n7p6o2F6ntUVXNQlI9qkZTG/mbzMZNba/jzahz3UtXPDjbs78jVuP7JFpQmcRJ98dc7c1Tpssx94+5GGJuLlLjo1EVwIbT6R/zApaHQPd6kO73Qomn6rqDv6d8bG1hYSEKCwvhdru7dH1wu93Iy8tDTk6OEJ1NTU09/q7T0tKk2f/3kH3JR1XSP6qqqvDKK68AQL88Vjsy5FeRbdu2AXAWu99++/W4/7333ovGxsakjlJ+QW1sbEQ0GhWNI7fddhtmzZrVpzR6b7j11ltx66239vv4+++/H1dffTUopXC5XPjTn/6Ea665ZvAWKJF0Axchg0FPUTb+33dvcbvdIIQgPT0diqIgMzOzU1nC7t27RXd6Y2MjKKWIxWIIBoOIRqMiZU0IcaKqYrEAUwBKAYUyqDQeRY1/8ik24DGdzv5AWHG6/OMWVMLM34pHUCmBCkCJd/sLc38bouufdMiMRZiJ65tfwsfGFgCACgIP0YRCZUk3x/80pvGRqM59U4tbUOl8AhVg6wwRjYEpDFRhsBQCqgOeMZmi4Yx/Kenu95XYua8oCiZOnIgjjzwSVVVVYvoUF6z8d5OTkwO/35/yXD0hp+59T5H2VHsVK1eu7DRtK5HelEFyTNPEjh078OabbwodN2/evAGvcciFKl9sWVlZjx+ejDH885//FEKUEIJf//rX+N3vfgefzwdKKV5//XX87Gc/Q0VFBRhjuOaaa3DcccelvJgOB/fffz+uvPJKAEBBQQFeffVVHHTQQcO8KolkaOCZD0537gMejwculwvp6elIT09HdnY2xo8fn7SPaZrYuXMnKKVCpLa0tKChoSGpaQdwIsiWaXUy8yfxDnwSj5IqDNANwGco0E0Cb0SBmybWowIqnGlTKnWOdSZTtdehcpEqjPzBP4+deGobjeKapuex0nQaHd3QcE/mGZjvmtQp5S/S/ZpTfxrRnSiqk+p3JklF3XGPVA0Iuhmo5nRqUQWwQKGPctL8vMmsJ1GYKFI9Hg+mTp2KY489Fi6XC2lpaWhra0MoFBIuDN1NMuPR+p7obzRfIpHsOXw+H2699daU/00zxrBs2TIsW7asX+fmGm6gDLlQ5XVMPRm6Ak49a2VlpUgNnnzyybjzzjvF44qi4LTTTsO8efNwyCGHoKKiAlVVVXjyyScHpbNsoCxfvlzUzY4fPx5Lly4d0qYviWS4ycrK6rSto78mIQSZmZmYPXu2mP2elpbWqXbRsixs2LAB4XAYsVgMlFIEg0HU19cLL1VVVYU9FSEELrcLRsxwRCoDNMOJZBJKoFjOBU6zCHwxBe6YIzjddtxGitefxgWtFhepit2e7tdsAt1EeyRVNE61U2+HcGXjM9hg1QAA/MSFv2f+EPNc7SKcR1FtwImk6hQR3fFENVRn9KmhUadG1eU0TsU0hpgbYLrzPprEqU8lmW6ouiYcEbrqtO+IoiiYMWMGJk2ahLKyMpGW5xHu3sxVD4fDiEQiPT6f1+uVllTfU2Qz1d7FlClTMHnyZGzcuDHl4/3NjOTl5eFvf/sbjjnmmIEsD8AeEKp+vx9tbW29mif+9ttvA2ifgtJVs9SoUaNw33334ZRTTgEAPPLII8MuVBlj+OlPfwrLsuDxePDGG29IkSrZ5yktLcWqVatSGrpzwarrOmbMmNEpeppIW1sbPvnkEzGKMxqNJqX+EyO1ifcVRYHb44ZlGFCjDBoUgDopfI0BCiPwRglchjM5SrN4up9ApU49qxiRKiZRxY8XRv7xpinWOatZZbfgioZ/YYftWDtlER/uzzoH0/Ui8YHLRSol8a593Ymk8ulSpubcj7oYDDdtb6KKj0qlBLAIA3MR6FkBuLxuqKoqyih6g6IoGDNmDPbff3+MHj26X9HOWCyW1DvQVfRc1/UkFwfJ94vBqlGVPqp7jr/85S/45ptvkrbdcMMNIITgmGOO6bXY5E29U6ZMwWGHHSYGiwyUIReq2dnZaG1tRV1dXY/7JoaXMzIycPTRR3e570knnYRp06Zh3bp1WLVqFVpbW3sVERgqPvjgA3z33XcAgMsuuwzTp0/v4QiJZO/H4/HgiCOO6DI1xGshS0pKujwHYwwrVqxALBYDYwxtbW2IxWIwTTPJQ5mPU00UZ4wxwLCgR52oKOLpfJ0BxCbwRQlchgKv4TRHKdSZOKWK6GncMzUuUjWbe6e2T5rSUthPAcB2uwE/qX8G1dSZFFegpOHB7PNQouV2Eql2XKTG4mn9qM5gxqdNma549FSnwpLKiP+L+HhU4tFQUOyMmFVVFZmZmWI+No80d/Sb5l/4ebf+iSee2O9hK9z7NhFecsBvqqoiEAjA5XJJO6rvMYMVUf3yyy+H9TP9+8TChQuxcOHCpG033HADAGeC5n//938Px7IEQ56bKSsrAwBs3rxZREtSEYvF8Pnnn4sL6/z583tMHZ122mkAnIvoV199NXiL7gfvvfeeuP+DH/xgGFcikbTDbZ1aW1uFABzsJpfx48fj1FNPxahRo0RDj67rGDVqFI499lgccMAB3QqXmpoahEIh0eHP19jRF5aLIVVV2+syIyaUCI3bSzm1o1o8de+NEnhMBT6DQLOVeJMUxI1bUvGuf82OT6FKbJ6iqUUqX08Mjn3XODUbj+VcjGI912nqIo7xOR+JGouPRA17KMJu5kyZiovTiNsx94/4GCIehpDXKQGgCmDoDMSjI7MwFy6XCy6XC6qqIjc3FxdccAHKysoQCASgaRp0XU8alcpLLubOnYtDDz005QSw3sInWHWEN2bx30lforwSiUTSG4Y8onrwwQfjvffeg23bWLJkCc4666yU+y1dulR09APAEUcc0eO5Z8+eLe73xSJnKNi8ebO4/+qrr2LVqlW9PjYzMxM///nPh2BVku8Ttm2L+kFe/9kxCmZZFqLRKNLS0ga1hjAzM7PfX9Cam5vFaFTuncy/1PIoamLaX9d1KERBNBwEMZgYiUqoU6PqthW4LSfd7zEUYTOl2I4o5Y1W3JJK4Q1V3B+VT6FKsJ9K1chcoufiH9nn4J7W/+B/M89AruoIQZpg5m/xkahavLPfBZguKlL+Ea/T/R/xMEesehiI4pzD0gBXmhcZuVmdbJ6am5tRUFCAM888E4wxbNy4UQjJpqYmYR/ldrtRVFTUpTm/RDLocD+4gRwvGXa49edRRx01zCvZA0L11FNPxe233w4A+J//+R8sWrQo5TduPleWRwIWLFjQ47nz8vLE/ebm5sFZcD/hfqkA8Oijj/bp2PHjx0uhKuk3jDE0Nzd3GkXKI1ypJkmFQqEBRdgGEz5zPhqNCisqLrrcbjds205Ka9uGhUh9GxTGQJgjIlUb0E0CnRJ4YsRpnLIIdB49tZ2mKSWFSFV4ut9KFUltp33WVPv9aa4iPJxzQVK9JoMTUXUiqdQRqV4GQ3MipIYeF6kuhqhGEfI7k6diGgVUAhvOaFQt4EZadoYQ54kwxrB+/XrMnDkTzc3Nwne2oaEBra2tYj+fzzcodmU8atrdOGtp7C8BpI/qvsJI8qgf8tT/3LlzMW/ePDDGsGbNmpRF0XV1dXj22WeFgC0sLEyKlnZFYpSho03OnqY3zWISyVDAJzV1hFKaNN0tEcuyuhUdgwFjDC0tLdi+fTu2b98uRqN2pKioCACEQOUilVslpaenQ1VVIWKjdckiFdQRqS5KoMcAb8xpnHLReA1qR5EaP8ZJ+8cnTFntk6a0+Hk7mvm/HV6L3zW+DjshYsqQ4HIQ/4CmhMFUKKIaRcTNEPIyhFwMMQ+FoTvR1DYvRXOmjdZ0ioiXIqpT2KrjCGCpgJ7hhcvnEU1TiUJTURS4XC5s3rwZTU1NqKmpAWNMTO3i5OTkCFeGwbCK6mnEam/H9EokEklf2CNjQ/70pz9h/vz5AIAHHngAq1evxpVXXomysjLs2rULt912m/igJYRg0aJFvTpvY2OjuD8Y0w8GQl9McSWSwYJSira2ti4f5+NHU00Ism17yLwuTdPE+vXrEQwGRbRx+/btoJSKCVrjxo1Dbm4uAoEAxo8fj7q6OmG3ZFlWkkCLRCIwDQOsxRD+pRwXF6YWgTdMoDMFGnNS+Wo8MspHqHIbKwICYsGZOGXGp07ZBBpD+34JvBj8Gnc1vwMGwKvo+E3GQqeeHgBLGI9qE6dxKqbGI6Yep4HK1hlM1dke9lOEPRSW6kRRqUpgE4CqgOLWoHld0HQdmZmZ0HU9KQPF604JIYjFYqiurgZjDDU1NUllHnl5eUkR88GInrtcLvj9/k5fivgXCumbKgGkPdXexPvvvw8Ag2IhNZTsEaF6xBFH4Prrr8ef/vQnEEKwYsUKrFixQjzO0/383yuuuKJX502cipPKz1Ei2deJxWI97tOVUB3KppeNGzeKWc+U0iTvTdu20dDQgIaGBpSUlGDixImYPXs2Vq1aBdu2oes6NE0Tdas1NTUwQlEgbAqRCcTFpA14TQJ3lMBjKdATzPpV3iyFuPk/IIYAqDY6pfpVBhGlFSl+xvBo66e4v6Xd1YCCiZGoPM3P4ERSLcWpSY1oDBEvhakDlsYQVRmiboqYlyHkobA0hrBOYbqdpitGAF92GnS3C16vVxjuJ3qkKoqC7OxsIQh5lLmmpiYpo1RQUJA0AEXTtEG7Pno8HrjdbhiGIb50dBTTku83MvW/d3DZZZeJMsUf/ehHeOihh5Ie7ymD0lsIISkzfn1hjw1i/t///V+0tbXhgQce6OS/xy9yhBCcd955vbZ2+uyzz8T97uxvJJK9FdM0EQqFYBgGbNsWqXFFUeD3+/vtU0cIGbI57MFgMCkF3Z3TwIYNG0AIQUlJCQoLC7F7926xPsCpPY8GQyAR6ohMO56Wj58uECZwRQm8VIFqxUeb2nCap3jkNDHEE2+c0sx2kSpM/9FZpP6t+UM83fa5WO8laYfgqvT5zjUMCR6pcNL2huZ090fdFNH4+NOoQhHyUxjxrv+o22msYvFsPgOQN6YQGdmZnd6fRAHo9XqFSCWEoLCwENXV1aK217Zt5OY67gD8S7+maSguLh7UaCchRDZmSYYc6aM6tLzwwgsAnOvc888/30moJo6r7w+JwceBsseEKuCMF50/fz5+/etfo6KiQmznb8SCBQtw33339epcpmnigw8+ED9PmjRpcBcrkQwzkUgEra2tIhWeWFPKR4vyRqTuLgapGmm8Xu+QRcESRSovPUhFNBpFS0sLVq1ahe3btyddEG3bxs6dO9Ha1ALddMRjYq0pwOANK/BFnXGoxIhPlhJjTuOR1Pj5CNA+icpOEUntYD9lM4o7Gt/C66FvxbZrMo7GRemHgDCAGzUx0i5SYxpDVKeIuOLpfjcQIxQxH0XMw5x6VY/jnyp0MwG8mX5k5mR1+4FACBHlTfw+nybT1NQE27aRk5Mj/i40TUNmZqbo+JdI9hTSR3Xv4PTTT8eTTz4JoN3qsyMDsTIcTBvEPSpUAWDx4sVYvHgxli9fjq+//hrV1dXw+Xw47LDDetXpz3n11VfR0NAAQgjGjBkjGjIkkn0BSqkQfDxalgqe1u/qotAxcqooCrxe75CKl0QBnMp7E3Bss9ra2kS3Px/YkZ+fj+rqapRvLofRFoFGISKpCmuPpHqiBIGYAt0mUBjv7m9P93dyPRXd/YDLIvFxqICKziLVgIVb6l/Dh2FnpCABcEP2CTgjsD+A9igqI4ANJkRqxOV095sac9L9CkMozUY4vs1QndGovBXLBgFxq9DiUfGuoheapiEQCIjO+5KSEsyYMQMulwvbt28XtaOJ0XXLstDS0oLJkyf3+vcmkQwKqbzc+nq8ZMh5/PHHccEFF4AxhmOPPbbT411du4eDPS5UOYcffjgOP/zwfh9/7733ivu98VyVSPYmEodj9NSdb1kW/H5/p4Ea3Bhe0zQx0UlRlCGvJ8zMzBT3Uz1XKBRKagDz+XxIS0sTnetbtmyB0RZpT9lTOKIyruFcBpAWVqBbTvOTasLp1LeJIzwT60z58fFRqLrlTKgSI1M7NE6FqIEba1/CF9HtAAANCm7LPRU/8E2FkJgJNalGXKRyE39TpTA1wNQoWtKdNL+lOrWqhtb+ZDYA6ABRSFKjk3AQYAy6rgt7qYMOOgjjxo2DpmkijR+JRBCLxZLe70RM00Rra6us35dIJClJJVBHIsMmVAfCa6+9llSfeuqppw7jaiSSwSfR7qw3KZT09HRkZGQkGf57PB4hfIaqHjUVXq8XOTk5aGhoEB6e/Nt5W1tbUmG93+9HTk4OLMvCxo0bsWnjRlhRK97Y5ERQXXGLKY0CegzwR1XoNC44bUekKlykdjTnp46Q5SJVp3DEbYpJU87uFI220z3vITruzDsTh3gnJKUzKbgFFUM0btIfVR0jf1N1oqchL4PhYqAqg6EClgYwJe4K4IR8oWqO9VSqpgWe3ldVFV6vFyUlJYhGo9i8eTNKS0vh9Xp79I4mhKCpqUkKVckehTcYDuR4iSSRvVKoHn744XjjjTfw1VdfYdWqVTj55JOHe0kSyaCSWFfam4J2Plq0v81Vg83EiRNBCEF9fT1cLhcikQja2tqSLJQCgYCIpAaDQaxbuxawWdzyiUC1ALfliFGXBegGgdd0RqEqlpO612i7BVWnhH9iJDWhHlVhifslHEGAgOrBX4vOwS+rX8DPs3+AWe4xSSKVG/mbSoJZvxo38VcYYm7HkiqqU8fcX3XM/G3FaZ6yHRsCKJojQLOzs7usIVZVFRkZGZg/fz5CoRC2bt0KSik2b94sU/qSEQuL/28gx0skiQxIqH744Yc4+uijB2stvSY7OxsnnHACTjjhhD3+3BLJnsDr9YrII7ch6gqPx7PHPCybm5tRX18PxhhycnJEvauiKEk2SqqqYtKkSRg3bhyam5uxbds2YVcFOBFgv98PQggopVi5ciWYzUBofJSpCaeO1CaOSLWccai8GUoDRJd/4phTgR2vSbXhjEW14xOqWMdIKgPrIFuzVD8eHnUxFOLk+Gn8AQoGmwCGQhHVGcKueN1pvCbVMfK3YbqBqIuBKU70NEmkxsO9aWlpSEtLS7Kh4kyfPh2FhYXIyclBXl4eGhsbsXr1arS0tCAWi0FRFOzYscPxcSUELpcLLperU5kFY6zLsgCJZMgYoD2VrFHd+2hsbMRzzz2HzZs3IzMzE8ceeywOOeSQQTt/v4RqKBTC9ddfj4ceeqjf023+/ve/Y86cOdhvv/0Gza9LItlXUFVVmKt3TJ8nQgjZI6ndUCiEr776CqFQCKZpdrKXU1UVmqZB13UEAgEUFxcjPz8fHo8HmZmZ8Hq9GD9+PEzTRFNTU5KwqqqqQn1tHQhFvIYU0KgClcIx8o85Zv4aJVCok+JXLeLUmKK9JlUQb5zSLec43XbqUblOTGSbUYcHGpbh5vxTEVDcwh8VIEkpTEoYbMTtpzSGsM+5b+pOTWpUo4h6GEwPENMdYWoBoAoDTRCpRAH8aWnIyclJKs3g/x522GFJU/mqq6uxfPlyUdKhaZoQ+IAjRmOxGGzb7uTk4Pf7ZdpfIpH0ixUrVuDXv/41AOCMM87Addddl3K/ZcuWYdGiRWhqahLbfv/732Px4sV4/PHHByXL12eh+v777+Oyyy7Dzp07BxTFufbaa0Vzx6RJkzB37lzMmTMHc+fOxf77749AINDvc0sk+wKBQACqqorIKp95z0Wiz+cT04uGEtM08dlnn8EwDBiG0elxbp/F19Xa2ioM/0tLS+HxeDBx4kSUl5fD7XYjHA6LTv+NGzagrqYWAG+YctLzuuVMnPKYCWNNGYFCEW+GInGf1A5QOBOnbC54HZsq7qmayLpoJX5d+TxaaRS/qX4R9xT+EG5FR7yKIMkj1U4w8o8FGCKEwnY722I6g+mKp/11Z9IUhSNQTY2Bxi+TRFMxZuwYYbnTsZxj+vTpnUTqV199Jcz8+ZeAVA1qlmXBMAzhb+pyuTBjxgxpxC+RSPrFs88+i+XLl4MQgocffjjlPjt37sTpp5+OlpaWTo8999xzyMjIwP333z/gtfRaqAaDQVx//fV4+OGHwRhDUVERnnnmmQEvwLZtrF+/Hhs2bMDTTz8NwIkuTJw4EXPmzBHidc6cOcjIyBjw80kkexNerxcejyfJK5Ub/u8pEbJt2zaYpgnTNLvdj3umKooixnvm5+cjLS0NgUAAM2fOxKeffor169ejubnZGf9p2WBwGqdUm0AzGTyGAi0GeC0iuvkVIVIR90jlWfSE94ACiuWk+vV4barC2utXE/k6vB03Vb6ECHNeU5QZiMKCi3DRz+Kd/U5NqqE6NalRrxNRtTQnosr/DbsoLN2JnFLi1KRSFaDxhWq6hrSMDGRlZYFSmvT7VBQFM2fOxMEHHyzWt3v3buzevVs0THk8nh7HRHNnB7/fj4yMjEH1MZRIeoucTLVvsGyZM41v9uzZXfrU/+Y3v0FLSwsIIZgwYQKuuuoqtLa24qGHHsLu3bvx0EMP4corr8TMmTMHtJZeCdUVK1bgnHPOQUVFBRhjOO644/Dkk08iLy+v3088c+ZMlJeXi2hB4kWVMYbNmzdj8+bNeO6558T2kpKSJOF64IEHSvEq2efhtYicPT1Tnc+T70n4cAFtWRZisRjcbjdqa2uF/VIwGMQXX3whPD5ZvJSBMMAbJXDHiDDid3GRKkabQjRQKak+yVh7TaoWPzaxs5+074blwY24rfo1mMwpW9rfOw53FC2CX3GDC1QGxyPVJo6tVESnCLsYLA+DqTri1FAdSypDZzBdcDxSeS2r4nT5gwAujxtujwf5+fmijIO/n5mZmTjttNOSJj3t3LkTdXV1osQiLS0Nbre7xzIr/vvhIjgcDsPj8XR7jEQyUpGTqYaXqqoqEEJwwAEHpHx8586deOGFF0AIwbhx47B8+XIUFBQAAC688EJMmTIFlmXhsccewz333DOgtfRKqL7zzjvYuXMnNE3DrbfeihtuuGHA0ZzVq1eDMYaPPvoIF1xwASorKzuJ1Y5s3boV27Ztw0svvQTAiUTst99+WLhwIX70ox9hwoQJA1qTRCLpTF+Mny3LQjAYFPWUiV9mv/jiC1G6EA6Hhbj0xhToJuA2FafxySTQmAISrzVV4/vpSGE/BTjnsRwzf90i0Fl8lCrrHHV9u+Vb/KnmLdB4Z/Hh/jL8rvA0uImWMG3KEamWwhBTnZR+WGMw4yLV1JxUf9jt2E9F49FUp+HKicJSlQEKQVpWBjRNE41nHP7lY+bMmZ3GkXJxqSgK0tPT4fP5et0LkPilRqb9JcPBYEVU5WSq4YXXnObn56d8/P/+7/9EFueOO+4QIhVwgooLFy7EkiVL8PHHHw94LX2qUVVVFdnZ2YN2Afz0009xyimnIBQKQVVVnHzyyTjssMOQm5uLcDiMhoYGfPPNN/j0009RXV0tjuMi1rZtrFy5EitXrsSdd96Jk08+GX/+85+lYJVIBpH09HSR+egO27YRDAaFWIpGo2Jq1vr16/Gf//wH0WjUEV0U0A1AM5V4PaozZUrjI1DhpPjVuOjkY047wiiDGq9J1cXEqc6RVAB4sfFL3Ff3vvj5uLQZ+HXBidCI0i5S4TRAWQpDVGWIuimiLidqGnMxWDpgKRQxzRGjMY2Cxq+idrwulRInsur2exAIBKDrOvx+f6e1c2cEwLmm1dTUYPv27QgGgzAMA2PGjEF+fj6CwWBKC6tU51NVVQjfnkoFJJKhYLBGqEqGl/T0dDQ2Nqb0azYMA4899hgIIRg7diwWL17caZ/S0lIAwJYtWwa8ll4J1aOPPhr3338/amtrcdVVV2Hp0qV4+OGHB9TwVFNTg9NOOw3BYBDjx4/HG2+8gWnTpqXcl1KKt956C//zP/+Dzz//PGnCDjdGZ4zh9ddfx7vvvou//e1vuOyyy/q9NolE0s7kyZNRW1vbpfMA4DRc8aYvRVGg6zoKCgpQVFSEp556Cl9//bXz3yoDGKVwxQjchjNZyhVT4LYdKyqVxqOmFMLkXzRNdWyeEul+R6S6GIGCxEiqA2UUj9cvx1MNn4pDz8ici6vzfgCFkIRIqtPZb6pATKVOc5Q7ntrXGQy301hlqAzU5fxradz833lCqrJ4RBUiZc877xOzRIqi4IADDhDWY9999x127tyZZFW1c+dOIXC5s0JXkVVN0+D1eqFpGjweDzweT6dIrUQikfSWadOm4eOPP8ZXX33V6bHHH39cjLC//PLLUwYvuZtT4hTC/tLz13QARx55JNauXYuzzz4bjDG88MILmDt3LlavXt3vJ77//vvR2NgIQgj+9a9/dSlSAeeiftJJJ+Gzzz7DvffeKz4w7777bixbtgzXX389srKyxNzwK664An/+85/7vTaJRNKO3+/H1KlTu3QXMAxDpPsVRYHL5UJhYSFKSkrw7rvv4ptvvnFS/hYFLArNALym0+Tkjipwm443qsIcqymFIT5xKjHV39EjNC5SuQVVQqo/aT84QnKn0SC2XZxzOK7O/wGIQkDjaUpKnCiqoTpWUxE3Q9jLEHU5TVQRD4NN4iNSXY6QtTTmRF9VAKpTk8oAMJUgJycHY8aMQV5eHjRN63QrLS3F9OnTYZomVqxYgc2bN8dfV3I8KRQKITs7G2lpaeLYxA8F7qPq9/uFHZXX60VBQYFM/UuGBZ76H8hNMvwsXLgQgFOC8fzzz4vt5eXluPnmmwE47iKXX355yuNrax03l8Gokyesj62hL730Eq666irU1tYmmZL3lf333x+rV6/GhAkTUF5e3qdjX3jhBSxevBiqquKdd97BggULEAwG8bOf/QyPPvooACcNtnTpUhx22GH9Wt9IprW1FRkZGWhpaZE1PJI9RigUwvr161FfXw/DMEAphWEYCIVCIsvh9/tRXFyMkpIS8WUyGo3CiprCKsoVc1L+PpNAM4kw4lfiKX413jSlsnhkFY6A5RFVXruqGQTuFBOnCG0XrFy8GtTCzbtewkH+UizKnifyi4w4EVBRk6o5k6UMl5PeN+K1qVa8kz+qM9i6sx8UwFadmlTnXIAn049AICDEZUd8Ph8OOeQQjB49GoZhYOPGjVizZg0ikQjS09PF8ITEVL+qqli4cCFisRhM0xR+qaFQCNFoNOkLgtfrlZFUybDAP5f+cPxP4NH7/zcYNWO46e3/Jz/fhpmqqiqUlZUhEolAURQcc8wx8Pl8+PDDD0Wn/5VXXon/+7//S3n87NmzsWbNGkydOhVr164d0Fr67KO6aNEizJ8/H1deeSVefPHFfj/x9u3bQQhBcXFxn489++yzsXTpUtx///24+uqr8e233yIQCOCRRx5BdnY27rnnHti2jauuugrffPNNv9cokUja8fv9SR2gdXV12Llzp/g5KysLJSUlIpL3+uuvwzRNWLG4SLUBj+F09bsNHkWNe5wmiFQlLjqZiJA65vvOaNW4SDUJ3HF/1U71qwRJhW4MgK5ouGPsD6EQ4vT1x31SKeBEShWGmJsiqgMxncLUGWIqYLkpLOIIUkNjsFyApcUnTXWIAPkzA/ClBRAIBFKWRXm9Xpx44onw+/2IRqNYv3491q9fLz4IuBsAbzjj7g62bcMwDHi93qS604yMDOl6IpFIhoSioiLceeeduPbaa0EpxXvvvZf0+NixY3H77benPHbdunVYs2YNCCE48MADB7yWXqX+O5KTk4PnnntuQEKV17q1trb26/j//u//BiEEGzduxMsvvyy233XXXZg7dy4AYM2aNfjggw/6vUaJRJIaSilqamrEz3l5eSgpKUFVVRXeeecdPPLII/js088QC0ehWoDbIPBFVcd6KsZHnypQKKDQ+HhTO95EJeRpB+Ld/boJuGxAodwjNZmQHcMfdr2K3UZTkpAkhAhxyrvzTcWxmgq5nHR/xOOk+WMeBsNNYaqApcc7/VUGU6PxsagA4ql+QoCs/GzkFxVi9OjRKCgoSJq85XK5UFZWhiOOOAIejwehUAgbN27Ezp07EYlEoKoq0tPTk2zHKKXiGkkIgaYNaNq1RLLHkKn/fYerr74af/3rX+Hz+YSlHmMM++23H957770uRzT/4Q9/EPcXLVo04HUM6Op3xhln9PvYMWPGYP369Vi7di0ikUifO1THjRuHyZMnY+PGjXjppZdw9tlnA3DqWW+44QacddZZAIAlS5ZgwYIF/V6nRCLpDJ8ot2HDBuTk5CAjIwOPPfYYtm3bJqZXBVvaoFmA2yTQTQWqBbhsx98U3BuVQaT8U02PEsQjsi4L0OPjVVV0tp9qtsK4efsL2BytxoZIFe4tPh+5elrSh58jVh2vUyPeuR/zOBFVQwMMjcJWASuhWcpQnJIAEMfEn59PUQimzZkJ3eUSaXvuesCF5wEHHCAu6E1NTaioqIBpmqivr4eqqkhLS0vZ1U8phaqqKCwslEJVstcgDf/3La655hpccskl+OSTT9Dc3IzS0lLMmzevy/3D4TAOOuggHHjggdA0DSeffPKA1zBsV7+jjz4a69evRzQaxRNPPIErrriiz+coKirChg0bsHLlyqTtJ598Mlwulxj9KJFIBh+Xy4XJkydj+fLl+Pzzz8WIVUopoq0huEwGxSRwWwqIReCmEGNQFUagWIlTprqQqARgNoNKCXTTmTalxmtdO+5fZ7bipu3PoSLWCAAI0xga7RBydadWlNvmUIXBQty4X3capiJuipjGYLodAWurTjmAHR+DarqchdIEOwGiEJRMmQgt3mTGBWpiE5PP5xPp+dbWVtTV1UFVVTQ2NkLTNAQCgS6tp7gX7ZQpU/r1+5FIhgNpT7XvkZaWhuOPP75X+/p8Plx77bWD+vz9Sv0PBueee664f/PNN2PHjh19Pgc3pK2qqkra7nK5MGXKFDDGkmroJBJJ/6CUorKyMsmeyjRNvPjii/j666+dWlTLAmMMkZYQNJNBZQo8JoFiE7jiIpXEo6aqFe/qp6RjSWmHJ3YM/3UDcFEFKiNifGoiu2ONuH7r00Kk5mgB/KnkfJR5Cx27KOIIVFthMIjjiRrxOCI17KOI6U6631KdiVMRt/NzzMNguRhsNaEmFYDL48K0OTPhT3NqUXmNaaJI1TQNM2fOBCEEzc3NqKioEONlo9Fol5FUjtvtxmGHHZbSg1UikUi+LwybUD3ssMNwwgkngDGG+vp6zJ8/H59//nmvj6+qqsKaNWsAIOXFPicnB0C7mJVIJP3Dtm2Ul5ejqqoKW7duBWMMFRUVuO+++5LEK6UURjgKzYp34FtwzPq5SEU83W8iPhaVdB9NZQCxAS1K4KLtTVaJMpURoDxSjV9tfRp1plPvXuTKxD0TLsA4T26y/RSJp/p15+YIUoqghyLqc6ZM2QoQ9THYOmArvC41LlAVBha3EZg4fQqUeGpfURRhH8XtooqLi3HwwQfD4/GgpqYGNTU1aGtrg2maoJQiNzcXLper2/d92rRpA/KqlkiGBTIIN4kkgWEtfHrwwQdx4IEHorq6Gjt27MARRxyBa6+9Ftdffz2Kioq6PI5SiiuvvFKM70o1iYobY/dl/KNEIknGsiyUl5cLG7q2tjbU1dXhpZdegmVZoJSKLnVKKVjYghZvdPLESDwC6oQhFUqgWc5FJ8kfNZ4rTPp8ijdZeWKOSFUZiYvU5P3WBXfh99teQojGAAAlnjzcXvxDZOsBEaVlcIz6ebTU0BgiGoXhZggH4s1RcGpPI14GpjjG/4YLnT40GYDMghyomiNS3W430tPTkyKpM2bMQEZGBurr60VGhxAiotKFhYUAgEAg0OUX6fT0dIwdO7YPvymJZGQgU//7Lk1NTdi1axfa2trEsKXecOSRRw7oeYdVqI4ePRpvv/02Tj75ZFRUVMCyLNx77734xz/+gZNOOgnHHXccDjroIBQUFCA9PR319fX45JNP8Oc//zmpLvXUU0/tdO66ujoASOllKJFIesY0TWzevLnT+NS33noL0WhU1KMCTj2lXR+C2yQglMBtQQhUwg3842l8rv7ahWSH1I4NqCbgtgE9LlBTGfl/3boVd2x/BTHmXDCn+kbjluJFSFe98X0YGBD3QAVM1THvj/kYoipF1OuIVqYSUFBE3U7U1ILTRJX4pPxcxKWgsMgRmn6/Hz6fL0mkut1uFBcXo6mpKansiDEmJkaFw2G4XC7ouo6srCwEg0GYpin29Xq9OOigg5JcACQSiWQ4qK+vx5///Gc8//zz2LZtW5+PT5wg2l+GvZV05syZWLlyJc455xy8//77YIwhFovh5ZdfTrKd6oq8vDxcd911SdtisRg2b94s5tBKJJLOxGIxNDU1wTRNuFwuZGdni+lTsVgMq1evxtatW1FXVyeiprZtOwb+HS48sbpWqAaDQp2GJyWxq59PmYqL1ETRyUWq2MYYVJPAbRFoNhFNU4lHcUuoLZEaIVL3DxTjt8Wnw6O4hKhkcDxSnYlTTkNUzMsQUSjCfgpLc6ZJUVBEdQZLY05kNZVIJYDiUjFm3DgUFhZ2MuXnTVQHHHAACCFYuXIlWltb4fV6U9avmqYJTdOEWOV2VKqqdunDKpHsDQxW1/+8efOgqiquuuoqXHXVVYOzOEmfWLZsGRYtWiQyP32cDzVoDLtQBZx60nfffRdPPvkkbr/9dmzZsgWMsaS51xx+sWeMIS8vD0uWLOnk5fXee+/BsiwQQjBjxow99TIkkr2GmpqaTk2IVVVVGDt2LHw+H1atWoUvv/wStm2DUir+u4vFYp3+m6SUggVNqIxAtZ1pUojXoKqW45HanuqPC01uR5WQ8mcAtCjgjo9EVdHefJUI/+msgoPRakVQb7bhl+NOgq5o4IU+FM7UKTNeZ2poDBGdIqIxhLwUts7itatAxE1huNvXwJ+DlwwoGoE34MeECRNQVlYm0viGYcC2bei6jjFjxqCkpARerxcrVqzAzp07wRiDYRjweDxQFEX8C0D4EfL3NVH49mcIikQyUhgsofrll1/KyVTDSEVFBU4++WQxeZBfr8aPH48xY8Z0yiYNJSNCqAKOAL3oootw/vnn49lnn8UzzzyDZcuWdRrRyhhDRkYGLrjgAtx8883Iz8/vdK4HHnhA3J8/f/5QL10yguGRKj7ic1+Zf04pRW1tLWpqamCaJjweDwoLC5GTk9Pja2xqauokUjnl5eWglGLlypWIxWJJfqA8ippY922FYzBqgmLcKWHMaZJicEQqSEJanwilStq3COGqGoDHjovUFOl+vkFMrCIE/zX6aDAwqFDi4rRdYNpxgWqoDCE3RcTvmPrbarxmVXOmTBkuntp3VkNAYMcXmVeYj1n7ze7Uoc+FJ+BkhfLy8mDbNr744oukcYH8GEopIpFI0sU9Pz8f9fX1Qvj7fD6UlJR0aaItkUgke4q77rpLiFSv14vf/va3+NGPfpRScw01I0aoclRVxfnnn4/zzz8ftm1j06ZN2LFjB0KhEHw+H8aMGYPp06d3a+tywQUXYOrUqVi1atWAhhJI9l4opQiHw0m1f4qiwOfzifT23opt21i7di2CwaDYZhgGWltbkZeXh4kTJ3YrVmtra5N+5il9AGhoaMCWLVsQDoeFSOXRP57+NwzDiawGDSgRCo0mpPrjdamqxUebJpvyMx5FTYyUUkekeg0CzVacgQBxSMIan678GDMD4zA7rVg87oxEJUmNUzZxGqdMlcFQKSJ+hqDPRtTtdPKDOCUBhssRsSIC5NQmgIKBEKBozGj88pe/xKefftplykvXdeTk5MCyLGzatAmbN2921k0IAoFAUmc/Y0yUWeTk5GDSpEmYMGECIpEINE2Dx+PZZ75ISb7PyHaqfYF33nkHgPO5uWTJkmEN+o04oZqIqqqYOnUqpk6d2qfjFi9ejMWLFw/RqiQjHcYY2traOjk+UEoRDAYRCAT2arG6a9euJJGaSF1dHTIzM5GXl5fycR7Z47S2tqK+vh6GYSAUCqGtrQ2xmNNBz0Up7+wPh8MIBoNgNoUaH2WqMgLCGBAXq4wx6LTddqr9I4s5WzpMoGIANBPwGAo0SqCJdH+7SLWYjQd3vof3Gr7Fkrqv8fuJizHFP8o5b/wzjUdSuUg1FAZTpwj5KJrTbBg6F6OOSI3GI6uWmvBEaK81HT3aEam6rmPKlClYv3590vvIBeW0adMQCoWwfPly1NTUiJKj9PT0lNOkLMuCy+USTiWapsmGT8k+hZxMtW+we/duEEJw7LHHDntmekQLVYmkPyR2o6eCR7D2xugVYwyVlZVoaWlBOBwGpRSKokDTNLhcLni9XlRUVCA3Nzepnru+vh41NTWIRCLimPr6ejQ3NwuRyt83RVGE9Ztt2zBNE7FYDMG2NjCLioipYsdFJXWmTaksvg1xIUqcICVDvKmKtXf3M+J4pLpMwB0jorsfSK5ZtZiNv25/A582bQQAxKiJimg9JgdGifPwVL9Tk+oI1ZhGEfI7ItXSHOspEMCE01BlqQwsRVJGVVWcdtppWLBggXj/ioqK4PF4sHPnTjQ1NYEQgpycHIwfPx6UUixZskTU7iZ6qnbFfvvtJ9P7EolkRJOWloZYLIbZs2cP91JGllBdvXo11q9fj+bmZqSnpyMnJwczZ87EqFGjhntpkr0IPmu+K3iD0N5o/1NXV4ddu3bBNE2RigccgUUIQUtLC5qbmxGNRjFz5kwEAgFs2bIF9fX14hyWZaG2thaRSASRSESILNu2RR0qbxjizxONRMBM2j7+lEdN4x3+WuK2xAXz6ChtrzklhAAWoMcAl0HgYopzzg7HRm0Dd295Fd+0bndeIxT8rPgkHJE9JSnVzw39TcJgas7UqTa/jdYAhaEyR6QCsFXA8AK2RsS6Et8/btSfKgWflZWFrKyspG2RSAQffPBBkkj1+/3d/l2NHz++y2h3b+Fr3hu/aEn2fWTif9+grKwM9fX1newJh4MRIVTvv/9+3HHHHdi9e3fKx8eMGYPjjz8e//Vf/4WDDz54D69OsrfRGwuN4bLZ6A5ew8jFoqZpCAaDaGpqQjQaRV1dHWpra1N23vMIKOAIqNraWnz99deYPHmyEKmMMUSjUTQ2NsKyLEQiEbS1tYlzJVpOJab9LcuCFTXjUVOAxM34eXq+vfGJJaT7nfskvj+J/8zPrVuOBZUr3nglmqrg/F/QjOKPm1/CxlAlAMBFNPyq9DTMzZggSgmEBZXiWFBZGkNUZ2jx22jOpLDiJ2ZwGqeoTwVRCRRKk8SeqqpQVRVerxf5+fmoq6tDU1MTAoFAt5H3cDiMhoYGMMagaRoyMjLE4INUEEJQWlraq7+FjjDGEAwGxXQrwGm+ysjI6HHClUSyJ5Gp/32D8847D59++ik+/PDD4V7K8I1QBZzI1xlnnIGrr74au3btEh8evHmD36+oqMDDDz+Mww47DIceeii++uqr4Vy2ZITTm0jpSIum2raN1tZWhEIhMQt+x44dqKysRDgcRkVFBerq6lKKVE6iSOINTzt27ADgiNCmpia0traKWt1oNOpYS8UFciJcpDLGYJmWI07jPqiKHfc+ZSRu4I94hDL+CcO78ykTP4rH4m4AnhiJ17K2P8o/n5rNEH638VkhUn2qCzdPOhtzMyeID0E+GpWLVENzOvub02w0ZtkwVQZKAEsFWI4bSpYHiq5C13X4fD4EAgF4vV74/X5xmzBhAtxux6eqvr4ewWAQLS0tKSP0FRUV+O6775Ceng6Xy4WMjIyUfqkcRVFw4IEH9qkelTGGUCiEuro67N69G42NjUm/p3A4jOrqalFTLJGMBPh/owO5SYafSy65BFOmTMF3332HJ554YljXMqxC9aqrrsKrr76atI0QgqysLAQCgaQPZC5eV6xYgYMPPhh//OMf9/RyJXsJXGx09/hISpvyaFliJC4YDAoBEg6H0dra2q1I5fBz8LQ9r0ltbW0V6X1ej5qY9ub/fTHGEIlE2lP+oTBirWFHqIpmqLgrqt3ujypeCxDf3h5pTXxcMwBfWBFjUTseXxtrwU3r/4UdEWeyXLrmw+8nn4NpaWOSJlnxiVOmwhDVGMJuiraAjYYMC4YWF68uCmS6ANURj263G7quCzHp8/ng9/vh9XoxevTopNQ+rzHlYjFRIDY3N4sJLbquC5EKONcvTdOgaRoURYHb7cbMmTNx/PHH96mEiVKK6upq1NfXIxwOC1eGjjDG0NDQ0OvzSiQSSW/w+Xx47bXXMGrUKPz4xz/GI488MmxrGbbU/1dffYVHHnlEGMkee+yxuOGGG3DIIYcIoWHbNjZs2IAVK1bg2WefxQcffCCiRjfffDNqamrw17/+dbhegmSEomkafD4fwuFwyse8Xu8wrKprTNPslC5O9A/mUb2+livw/fmxXBAnRggty0qKyEWjUVGrGm4NAtTphlJYvK5TRFMBFQn1ZIQn49s7/oH2aVSMAXoU8BmOSFU6SFSe9t8ZqUdtrAUAkOtKxy2Tz8Yod7bYB3DqUSkBTIXB0BlCbhtBH0NTJu/ud0amqroKJZ7W13VdXGv4z7yuNycnBxkZGWItPEKaSCQSQUtLC1pbW8XfFSEEuq6njLjykoLp06dj/Pjxvf+lxWlsbOyx1ppjmiYMw5AlABKJZND44osvADi+9Ndccw1+/OMf4+9//zvOO+88zJo1C5mZmb0O+Bx44IEDWsuwCdWHHnpI3L/gggtShpb5hX769Om49NJLsXbtWvzkJz/BJ598AsYY/v73v2PChAn42c9+tieXLtkLcLvd0DQNsVhM1G/y+eojKZoKoNM40kRfUwBoa2vr8zm5iAoEAmhubhZR1cRmqVAolCSQY7EYLMuCbdkItbU5E6YQj6DGa001RoRXqqg55QWmAJS4yb94hwnAbAaPQeCxlJRRVF6gyggwN7MUV5Ycj5ervsDNk85Crjs9qTmDwmmOshTHgqrZbyHop2jItJ1xqPEQru52weVxw+VyQdM0uN1uYdDP32MAIu2f+D6k8qGtqalBS0sLCCGoqamB3+8XUVrbtlNGPAsKCvo1wplHvft6jEQyEpA1qvsGBx98cNJ1kDGGb7/9Ft9++22fzkMI6fQZ11eGLfW/bNkyAE6E69577+3VMdOnT8fHH3+Mn//85wCcN+43v/kNysvLh2qZkr0YVVXh8/mQlpYmzNdHmkhNBffyBJxaSR7x7M3aeQqaz5EvLS2FqqpoaWmBaZpiQhef2MXhZQKxWAzhBJHEG6IU1j4tSkyGcnYQQpJQgkRbUgaAmIDHJHDHCDQ7cQhAF6+FAEfmzsDd0y9GToJIZXD8T20FMBWKmErR5LcQDDA0ZlEhUjW3jozsTGRkZcLr9Sal4Du+x6qqIhAIiG26rqOoqKhTV35NTQ2qq6vFz4nWU7yEgI9H5eedMWMGDjjggG4Hk3RFx3rh3tCdHZZEIpH0h8SSsI4/9+U2UIbt6lZZWQlCCGbOnImcnJw+HfvnP/8ZwWAQDz/8MAzDwO23347HH398iFYqkQwtuq53aojx+Xxobm7uNEWKp6+7gnuqpqenIxAIwOfzITc3Fzt37hSPp6eniwlKQPuABC6QGKUiFc/A4jWp8S7+uMQUnf3x0akKBTTbqWPlxxIbcFMCl0GgU8URsR3CJV82bkaD0YYTCuc4UVU4B2uqmlyTShgonJrUmMbQmE4RHq3BzNAR0FWQhBpRLhj5/UAgAEVRkt43VVWRlpYmxH9eXh6ys7Ph8/mS3peqqio0NjaKbaNGjUJubq5oUuPP6XK5ROo9KysLxcXFXf6OeqKvX6Z47a1EMhLg14aBHC8Zfo488sgRE9gZNqHK66861oL1lr/85S9YsmQJqqur8eKLL+KBBx5ISu1JJHsLmqZBVdWk9G1aWpoQl6qqiuhnool/IqqqwuPxwOv1wufzQdM0WJaFNWvWYPbs2diyZQsqKirQ0tIinkdRFKiqCsMw2kUqY+0ilcStpZiYLursA4DEI6mK7VhWaXaCTyoA2IDHIlANApdNnHIA1v44A8NH9Wvx/7a8DQoGr+rC/LwZSc/B7/FoqqkwxHTm+KNOCYD5lE4XMJfLJaKY3Hzf5XIlOSJwAcvFndvtRlZWFgghoiufMYZdu3ahpcWpl9V1HePGjUN+fj5M00RVVVWXtakDEan8NXT8e+gKRVGQnZ09oOeTSAYTmfrfN1i6dOlwL0EwbKl/fnGtrKzs1/E+nw8XXHABAKcB5LPPPhu0tUkkexI+Fz4xfauqqviZp5MT9+dRQ0VRMG7cOBQXF6OwsBAZGRlJdbiGYaCyshI1NTVoaGhIEj/cGYDXQ4raWAYw2i5SE6FgopOfwfmmSzqk85kNeGKAHiHwmk7JgFh7/Li3qlbivi1vgcYl6XetO5PS/ED7xCmbMJgqQ9RFUZNrIzQrHUqWVwg6/l7xCLLH44HH40FmZqaIcib6pSqKIspA0tPTUVxcDEVRkJubC4/HA0opduzYIUSqpmkoKytDfn4+AEe07rfffp0GAPj9fsyaNWvAI1G580lP+6SlpaGoqEg2UUkkkn2aYYuoTp8+HdXV1di6dSvq6ur6Na0l0fx/w4YNOProowdziRLJHoNH/xKnQyUKHt6hnjiNSlEUzJ49WwgqDi8jaG5uxqZNm5LcDxhjIi3O64dM02yPONrtQlThRv7x8CqPtFLCoFAC1XZS+QpLMOu3AV+MwB0B3Ky9u59LVQqGf+/6DC/t+lSsaWHB/rik+Jik18DgdPZTOFZTEZWivNRCzAvkedoFPI9G81pU/r4EAgExXSsRfkxpaSlycnKgKAo8Hg9ycnIQCARgmibWr18vxuzquo6JEyd2Gnnq8Xgwc+ZMRKNRRKNR4c86WKkyv98PAGhqakr6cuH3+5Gdnd2v2leJZI/Q0ZOuP8dLJAkMm1A97rjj8P7778OyLDzwwAP47W9/2+dz8AgH4HwoSyR7OzzqB6BTZI4bynOhqus6CgoKkoRqNBpFQ0MDamtrUVdXl7KelUdODcNIEkGMUuczgrVHSYF4CUBCh5RKAcUEXIk5OgYQFu/ujxLoIE79asKnDgXDU9s/xNvVK8W2M0cfjLPHHBYvJeAzpxJ9Uilibob1kywwDaKLH3CyKjxCatu2aJpKjEwnCjoehfZ6vTj44INTNiDxkgC32w1FUTBx4sRuI6Q8ejsU+P1++Hw+YS/GLbUkkpGOrDOVDCbD9rX8wgsvFCmrP/zhD/jyyy/7fI7E+eWyPlWyr6GqKoqKijpt5yn/3Nxc1NfXCzEWDodRW1uLyspKMdozFbZtC9suLlot0wJo+weM8EFFvOYMDIwyqDagWgq0BBHKGKBRp07VHSXOYyy5r99mFA+Wv50kUi8cPx8/HHt4e91t/EbBHJGqMkTcDNUFjkjlqXrerc9T/16vF2lpafD7/T12v6enp2PhwoVd7qeqKsrKyhAIBDB58uQBp/EHCrfA8ng8UqRKJJJh4+uvv8Ytt9yCk046CXPnzkVZWVm/R0L3lWGLqBYWFuKaa67BPffcg1gshpNOOgnPPvssFixY0OtzvP322+L+mDFjhmKZEsmw4XK5RJ1lQ0ODSOF7PB4EAgGoqio60oPBIJqamrBr1y5EIpEuG3F4XSofjxqLxcSoU6CLrBsBKACdEmjUSfXzhijCCHQD0CzAFSVwMSWe7m8/m0Et/H3TEnzdWB7fSnB56XE4Om9mp2lTjDCnJlUDwpqNliyKxmwgEAiIGtLE9DqPfPZkgZKfn485c+agsLCwx/S8pmmYPHlyt/tIJJLUDFYz1bx586CqKq666ipcddVVg7M4SZ/ZsmULLr30Unz88cdJ23kZWUdWrFiBBx98EABw8cUX46ijjhrwGggbDJOrfhKNRnHwwQdjzZo1YIxB0zRce+21uPHGG3vsZP34449x7LHHwjAMKIqCysrKpFKAfZnW1lZkZGSgpaUF6enpw70cyRBhGAY2btwofqaUIhgMdtqvra0Nzc3NqKioQCgU6tK7jtejWpYlBCtvngIS0v0MUOI3wKlF1U0CxQZ0pkBJcAJwhwl8lgLNJHDbTiSVT67iVlS14SbcsuZpBK0oNKLi6kkn4cDsSe3r4q8vLlINhSHipWgJUPj2H42sUXlQFAWWZYn63Y51qR1rUTty+umnp2xQCofD2LVrFyZMmCC9SCWSAcA/l3591hVw6/1v8IuZBv73xQfk59sIYOXKlViwYAHa2tpSfqbwvolEKKU46KCDsHLlSkyYMAEbNmwYcDZoWCvyPR4P3njjDUyYMAGAM6Hn3nvvxdixY7F48WI8+uijWL16NWpraxGJRFBfX4+PP/4YP/vZz4RIJYTg1FNP/d6IVMn3B5fLhdGjR4ufO3qtAs54VT57PhgMdmuwzBiDZVlCsCZeYBJN+kF4up84/qimE0VN7N5nzImg+gxHpOoUommq/VxOY1aBLwu/mroImbofv5p6Jg7MmSQaLpzoCwMlDCaJ20+lUTSnUzQUANmj80Ujma7r8Hq98Hq9STZUQGrvUb7tkEMOSSlS29rasGnTJrS1taG8vLxHsSuRSHqGkYHfJMNPJBLBaaedhtbWVjDGMGvWLDz00EP49ttvcd1113V5nKIo+P3vfw/GGLZu3YolS5YMeC3DHkIYPXo0Pv30UyxatAjLly8H4LxBL774Il588cUuj+MfxpmZmfjTn/60R9Y6UEKhEMaNGyfStY8++iguueSS4V2UZESTnZ0Nj8eD+vr6pFGqjDE0NzejpaUFW7ZsSXID6AgXr4ZhOCNSuxj5KfYHHBHJGBTLmTbFZSiBY13ljRH4ogS6TRyLqo5FA4Q/t3O3NL0If55zGdyq3iHd73T3W4TBdDM0e2zEfAx1ORSFo4t63d3ecdSfpmmYMGECpkyZknKgCH/f+HvW0yAFiUQi+T7xwAMPYPfu3SCE4Nxzz8Vjjz0msk49RbpPPPFEFBUVobq6Gq+++ipOO+20Aa1lRHic5OXlYdmyZbjvvvvEh0pvxnEVFBTg9ddfFxHZkc6DDz6YNOVGIukNPp8P2dnZSX/70WgU1dXVKC8v71Gk8uapWCwmhGqn/QAhLokNMU1Ko85GpwyAATbgjxJ4IwpcVHGM/BNlKgGqI014ftvHoE4LVvxfQNd0UOIIUzue5qcKYCkMYRdFU8BG2EdRn21j1LjRmDZtWqfIKdD15KbEaVTz5s3DYYcdllKkNjY2JonU9PR0lJWVyWYliWQw4HVBA7lJhp3XXnsNgKPPHnzwwT6XRh111FFgjOHrr78e8FpGhFAFnA+Zn/zkJ9i1axeefvppnHzyyZ28CzlZWVm47rrrsHr1ahx66KF7dqH9JBQK4e677x7uZUhGMJRShEIhNDU1oampCeFwWIipYDAoBJpt29iyZQvq6upEU1RX8DR/RyuqjoipUjbgik+ZInaCkX/888MXJPBYClxx/9SOJ9kZrMP/rH4WS3Z9gX9tXQoWL3xlhMVlK4RYZQqDoVC0eWwEMyhCHoqWTIaSyROx//77i273xJGoPTVCEUKQmZnZZTdqXV0dtm3bJt6zrKwsTJw4UfqSSiSDBBuEm2T4WbduHQghOP7445NGS/cW3uC+e/fuAa9l2FP/HXG5XDj33HNx7rnngjGGTZs2oaqqCk1NTfD5fBg7diymTZs23MvsM/fccw+qqqqGexmSEYphGGhubk4SnYZhIBQKCYN3np7etWsXQqGQMOrvCkppUrq/S0g8Rc8A3Y4LUwrw+CJjgE4Bf5vimPjb8YaphEgqA1Desht/+e5lhC2nlnZd805EbRNezWmsYKQ93c8IYIIh6KdoSbMR1RlMN5AzJh+TJk2CaZqicayrIv6O2xVFQUlJCebNmyfGoyZSVVWVNAkvLy8PY8eOHTHzrCUSiWSk0NTUBKD/jkr8y39iyVp/GXFCNRFCCCZPnrzXW8Xs2rVLRFO596VEwuH1pqkEmWmaqK6uhsfjQTQahcvlQk1NDWzb7rb5h1KKcDgMSmnK6UziuRKM/TULUOLGUypI3AWAQLMBb1iB21biTVXJNakMwNrG7fjH2tdgUKcrf0JaEX4x/Qy4NRcoEsaixsWqpTKEdYr6LAu2BphuguIZji+foihobW1NWm8qhP8qYzjiiCMwZsyYLseJ7tq1CzU1NeLnwsLCpEY1iUQyODg2cwM7XjL85OTkoKamRgjWvrJ9+3YAnQfX9IchFarz58/H3LlzMXfuXMyZMwdTpkwZyqcbsVx99dUIBoMYP348zjnnHNx1113DvSTJCCIajXYSqbZto6WlBbFYDKZpoqamBqZpAoCIkHYl4BhjQqSmQgg8i8VHpQKExv8VXVBob5yKEngMZxyq2qGEjAH4unYTHlr3JmzmPN+0zHG4Zvpp8KiupFQe90i1FIaYxtCaThF1M8CrYlzZBEyaNEl4u6Zab1evJS8vr9s6dV7+wBk9ejQKCwu73F8ikfSfgabvpVAdGUydOhXV1dX4z3/+0+djY7EY3n//fRBCMHbs2AGvZUiF6kcffZRkEuv3+7Hffvthzpw5QsBOnTp1n069vfTSS3j11VcBAP/7v/+LdevWDfOKJEMNpRRtbW0IhUIAAK/Xi4yMjC7rIBNFFD++oaFBjDnlEVTGGMrLy8V+fHRoIry7vyerJQJHcDqRU5bcEEWdqKlmEPjDCrwGgYp2o3/xXARYvnsNntz4HzH+dE7uRFwx9SToiibS/ABEA5WpMcR0iqCfoSkHcPv9KJ00EWVlZQgGg7Asq9P7QQiBpmnCQzWRtLS0Hg2lCSEoLi4GpRQZGRnIzc3tdn+JRCL5vnPGGWfgww8/RHl5OR555BFceumlvT72rrvuQkNDAwghOOaYYwa8liFP/SdGioLBID755BN88sknYpvX68Xs2bNF1HXu3LmYPn36PtHc0NLSgmuvvRYAsGDBAvzwhz/ErbfeOryLkgwppmmioqIiSWy1tbWhoaEBY8eOhdvt7nRMxy9q4XBYdOrX1NQI0cnT4byzHXCM77lY5Sb+qYReEowBFoMaN+dPytMxBo0SqCYQCCvwmER09ieWCTAA7+38Ci+WfyQOPaxwOi6adCxURRGNU2LaFBgsjSHsZmjzUez/w6ORlZ2FSZMmoaCgAMuWLROvoytPVE3TwBgDpRT5+fmYPHkyxo0b16trBSFkj437k0i+1ySaKff3eMmwc+mll+JPf/oTKioqcM011yAjIwNnnXVWj8f97W9/w+9//3sAzudTXwRuVwypUL311luxatUqfP3119i1axeAzo0R4XAYK1aswIoVK8Q2t9uNWbNmJZUNzJgxY6+bHPOb3/wGlZWVcLlc+Mc//jHcy5H0AZ4uZoyJKUi9OWb37t2dhCLgpPL5BKSOQszj8YjxqIDjIxyJRFBbW5v030tzc7M4lhAi7JQIIWJqU6pIKu+WF+eigEqTLT9IfLtTAkCQFlag2yQ+DjXZyB8EiFkGPq1aK44/duxcnF16pPM8SB6JahEnimp4gDaPjYxpo3HmojPFseXl5Uk1qV0JT/46dF3HggULUjZMAU5pxPbt2zFmzBh4PJ6U+0gkkqFhsEaoSoYXr9eLRx99FCeeeCJisRgWL16ME088ET/60Y+SbDYrKipQXV2Nzz//HI899hhWrVolxqteffXVmDp16oDXMqTK73e/+524X19fj6+//lrcVq5ciR07dgDoLF6j0Si+/PJLfPnll2Kby+XCzJkzk8oGZs6c2eWH1XDz1ltv4YEHHgDgCNbva33u3kgsFkMkEkn6u1RVFX6/v1uvzWg0ilAoBMMwHLN8RYHL5RLHWJaFYDDYqbhc13W43W7EYjFQSlFXVycaf3Rdh9/vR0NDQ6fnS4ww8rR4Vy4APPLKGINCWbxpKo7d3iBFGBBoI9AtkjSJCoh/AMVP79J0XLv/mfjTV8/jsFEzcFLxgQBIPJIa/1cBLDhG/i0eipCPgXkUXHP5f4n3o66uLqmcAXCEqqIoXZYvzJ49u8v/7k3TxObNmxGJRBAOhzF58uSUUWyJRCKRdM/RRx+N5557DhdeeCHa2trw5ptv4s033wTQnvkqLi5OOoZ/Bv3whz/EPffcMyjr2GMhytzcXCxcuBALFy4U2xobG4Vo5QJ227ZtADp/4MZiMbHPQw89BMD5EJ8+fTrmzp2LBx98cE+9lB6prq7GJZdcAsYYpk2bhptuumm4lyTpJYZhJEU3ObZto62tDenp6Skjfowx7Ny5s5MVRzQahdfrFZG9aDSasgsyIyMDu3fvxldffYWWlpak8wYCAbS2tkLTtKRoLS8B6FiT2imCGj+PQgGYDISRuJwkIFykUqdhyhsjTnd/p3Go8eYqAEr8TqYngN8edAG8mrtT0xQFg6kwWC4g5LIRCjDkjM7H5dddhZzcHFRWVmLjxo2glCIajXZ6P3Rdh23bSXWpPp8PM2fO7LJxKhaLYfPmzaIZi4t4iUSy55DNVEPHK6+8goceeghffvklmpubkZWVhcMPPxy//OUvccghhwzJc5566qlYuXIlrr32Wrz11ltJj6WyCSwsLMQtt9yCK664YtDWMKy59OzsbBx77LE49thjxbbm5mYhXPm/fIpMxzfEMAysWrUK33zzzYgRqowxXHzxxaitrYWmaXjssce6tMzpLXyqECcxTSoZPBhjiEQi3T5uGEbKdHJdXV2XNh6RSASqqkLX9S4bB7dv345169Yl/W49Hg/S0tLEmhRFSapJNQwDsVgs6b8LfuFIvIBQmwJRO+59KvYEmFMCQGyCQMRJ9esWAaHJA1EZANM28Wb5Cpww4SB4VRdIXKx6dJeoRwUYKCGgxBGphovBcANHXXIaDj76cLi9zvtWX1+P9evXi/OnagrjNamqqkJRFMyfPx8ZGRldvn+RSASbN28WQt7lcqGsrEym/iWSPQwjzBn0MYDjJZ256KKL8OSTT4IQgilTpmDy5MlYv349/v3vf+OVV17Bgw8+OCj1oKkoLS3FG2+8gfXr1+P111/HJ598gsrKSrS0tMDn8yEnJwezZs3CkUceiVNOOWXQyzRHXNFnZmYmFixYgAULFohtbW1tSVHXlStXYvPmzSMyWnLPPffg3XffBQDcdNNNmDdv3oDPeccdd4jiZMnQkcpztCOphCpjDBUVFSK1ziOdiaIqGo1C1/WU0dTdu3dj06ZNUBQFGRkZaGlpgcfjQSAQ6FSL6vF4hGUV//KSGEFNrGFVFAXUtsGiNpIKFuIWU4oNaBaBN+qIVC1u5A8kC9qoFcP/W/kqtjTtxq7WWvxkzmlwEY1rXX5KMN7Zr1LEXAwhH8Mx552Co078QdLr5VkTjsvl6vILAiEEEydO7HJKHeBMfdu8ebMQux6PB2VlZQP+giiRSPqOjKgODa+99hrOOuss3HHHHZg4cSIA5/PolltuwZ133omrrroKxx133KDYQXXF1KlTB6XmtK+MOKGaCm5Bk2hDEwwGsWrVKiFgRwKfffYZbrzxRgDAoYceiptvvnlQznvDDTfgF7/4hfi5tbV1SP8YJb2HMYbNmzcnlQvwlDOPgAJO6UBaWlqneknGWNLceZfLhaysrKRvpJqmwePxiLpZQkinhi0elVQURTw/IQTUsIRIJYAQqWCA23AiqJpNnMgqc/biKX4CoDUWwv1fvYxdbXUAgO2t1agJN2F0IK/9NcQnTVE4Rv4xF0NTBoXqc2H+Ccki1bKsThkBTdOg63rKJrTs7Oxu67tbW1uxZcsW8QXD5/OhrKxsr2u8lEgkku744x//iCuvvDJpm8vlwh133IGlS5dixYoVeO655/DLX/5ymFY4dOy1V/NAIIAjjjgCRxxxxKCfe+nSpVi6dGmP+/385z8XkZ7KykosWrQIpmkiJycHzz77bLeNN33B7XbLhpA9QOKY0q7oKICqqqqSJh4lwsUibw4qKipKepxHYjsa3Hd8DtM0EY1GQSlFMBhMap5KXHuiQLYNC3bEgJoYII7bSxEb8MQU6AxQbSKM/kVNalypNkZbcf8XL6M25JQ0BHQvrjzgDIxOy4ufLm5BpTDYAEyVwdAYWtIpqFvBVb++ttfWUR6PB7qui3rbrKwsjB8/HmPHju3yHM3Nzdi6dav4faWlpaG0tHTQ/ruTSCT9YATbU73xxhvYtm0brr766qF7kiGio0hN5KijjsKKFSuwZcuWQXs+wzDw+eefY/ny5aioqEBjYyOam5uRlpaG3NxcjBo1CkcddRQOPfTQIQ8M7LVCdShZunRpr1Ltl1xyCTIzMxGLxXDGGWegqqoKiqLg6aeflhHPvRBCCNxud8rmHk7iFwbeQNXVLHoAQjjm5eUllQJQSrF161ZUV1cjGAzC5/N1OUJ19+7dYIwhFAqJyGHHWs1EU/xIa1Ck+0UTVNySSjOJ45Mab6DSKEmqXeUrqA024v4v/o3maBAAkOlJw1UHnIGCQDYoF6hxGxobgKE76f5ogIBkezGpbGKnblDAEeGBQADBYDDl+nVdR0FBAaZPn97Fb6CdxPrczMxMlJSU7BP+yxLJ3sxItKeKRCK48cYb8de//hWTJk3qs1Bdu3YtHn74YfznP/9BRUUFKKUYO3Ysjj32WPz4xz/GtGnTBn/RfYBf97orkeotW7duxR133IGnn366UxAlFT6fD+eeey5++9vfYty4cQN+/lTIq/ogcMUVV+CLL74AANxyyy1JzgaSvQse2UtFIBBIitbt2LEDhmGk3JcLKO7DmpGRgXA4LMaflpeXo7a2Fo2NjWhtbRWRRNu2xc0wDFRWVgpP18SGo66ihlbMBI03TgHxWlQLcNsEuqVAY3wMKoFu80iq433K1erOlhr8bcULQqTm+7Pws0PORn56NqgC2AoDVQCqMNiEIualaPVTtGUBJN+HzOwsLF68uMv3OJWATaS3F7uCggIUFhYiJycHEyZMkCJVIpF04tVXX8W0adPwl7/8pdtsWSoopbjtttswe/Zs/OUvf8F3332HlpYWtLW1Yd26dfjrX/+K/fbbD3/+85+HaPW9Y9WqVQAgalf7y2233YYpU6bgn//8pxjt3dMtFArhkUcewaRJk3DjjTf2+T3uDYQNxVm/R7z++us49dRTAThRoWOPPbbbkbDl5eUiPD9jxgyMHj0aAHDsscfi+uuv79Vztra2iqab9PT0Ab4CSSosyxJ+qKqqwuVyJQmhpqYmrFmzpttz8CanMWPGiMYey7JQW1uLaDSKbdu2gTEGr9eb5GpBCIHL5UJrayva2tpgGAZM0+yU7rdtO6mu04oZiDS0QTTNUkBhgGY7/qgKdWpRFUag2oDGAIUqUOI1q4QB2+p34ZEvX0fMcgT46PQ8/GTeGUhz+5LtpwhAwWDoDGEPRVsaQ+HYUUjLSEdJSQlOPvnkbt+bnTt3ory8PMmhQFVVTJ8+HXl5ed0e25HEJjKJRDI88M+lq8+/HO4BNDLGDAN/f/qhAX++vfnmm7j99tuThgkBwOTJk7Fhw4ZeneOXv/xlkhfo/PnzMWfOHITDYbz33ntJqfb7778fP/nJT/q93v6yYcMGTJ8+HbquY/v27SgsLOzzOSilOPfcc/Hiiy8mCc1AIICDDjoIc+fORU5ODrKyshCJRNDQ0IBt27bho48+En74gPPZtXDhQjz77LODqk1k6n+AJBqxM8ZEx39v+O677/Ddd98BQL/+uCRDh6ZpXdbd2LaNrVu39ngOxhgyMzOFSOXjVRNHo/ImIi5quWiLRqMIBoNCLKcSYqqqiqlUkeYgzLYIlLjZPjfxV6lTg6rE82mEOT+rrL1pynnAMfP/dMcaIVJLskfh0gNOg093d0r3UzDEFIaQn8LK1DBmdBH8aQF4PJ5ezXYeN24cCgsLUVNTA8Mw4PV6kZ+f3+V7zhjDrl27kJ6ejoyMjKTHpEiVSEYOw536/93vfoenn3466Rqdn5+P2traPp3ntddeEyI1KysLr7zyCo488kjxuG3buPHGG/G///u/AICf/exnWLhwIUpKSgb2AvpAU1MTFi9eDEopfvOb3/RbR9x+++144YUXxLV06tSp+O///m+cd955Pdafrl27FnfeeSeee+45WJaFd955B6eddhref//9QctyyVyZZNDgBu0j0TZssDBNE+vWrUMoFOpxX243BTiF6Tt27EAsFoNhGIhEIkKU8iYobm8FJI9w5edKhDEm3u9YWwRmW7u9E6HOVCkt/i9hjo+UIupRk11ShVhVgLP3OxalOWMwJX88fnzQ6fC63U6KX0H8xmApDFEPg13iR+GcUkycPgUFRYXIyMjA3Llz4fV6e/VeulwujB07FqWlpRg1alS3InX79u2ora3Fli1bOg1VkEgkEs7tt9+eJFIvvPBCvP322306B2MsaVDPM888kyRSASdQcNddd+GUU04B4FzjuWjdE2zduhVHHHEEvv32W/zwhz/st8vQ119/jf/5n/8RIvXSSy/FypUrcdFFF/WqSWr69Ol48skn8cEHH6CoqAiMMXz00Ue9zhD3BilUBwifQNXb2y233CKOffTRR8X2xx57bPhexADhlkM8Vd3S0iK60/c1tm/fjmg02qsoHhdf0WgUO3bsgGmaoJSivr4+abRqIoZhoLm5GdXV1Uk1qbzZCGgXscHmNjTvqoPRFASJ152Cxv1RKcSYVP4Y4V3/ib+W+OvgYlXXNVxy8Cm46MBToOm6E0lVABavSTUVhpibIeQH8iaMhtfnE/ZZs2fPxuzZs/v1vnYFpRRbtmwRs6X50AWJRCLpjuOPPx6fffYZnnjiCWRlZfXp2LfeektkO48//vhu+07uuusucf/JJ59MeX3avn17Utasp9udd97Z7fpefvllzJkzB2vXrsUvfvELPPPMM/12O/nTn/4kPmvOP/98PPTQQ/1yGTr88MPx2WefIT8/H4wx/O1vfxO1swNFpv4lvYJSiubmZhHNCgQCyMrKAqU0ZYTLNE0xcnRfSc3GYjE0NzcDcL5Nd6wZTSQ9PV0MBqiqqoJlWYhGo6iqqoLb7U6ZErFtG42NjV0KfH4hikQiaGtohh0xhf0UgSNSCXVqTxO9UAGIzn5it9tQMcbwSfkqTC+ciBxfez2RW3NKFahz4njK3/FKjWgMdrqKUVOLobmcprM5c+Zg1qxZg25RwpvOuEMAIQQTJkwYlM5WiUQyNAz3ZKpbbrkF55xzTrf+yz3xyiuviPuXXXZZt/tOnToVBxxwAL766iuEQiEsX748aWAR4IyEnjx5cq+fPycnJ+V2SiluvPFG3HXXXcjKysKLL76IRYsW9fq8HamqqsJLL70EQgjGjh2LBx54oN/nApySrhdeeAHz588H4ES3//3vfw/onIAUqpIeoJSiqqoKdXV1SdubmppQXV2NoqKiLoUopRSxWGyfGWOZaFvFraBSQQjBuHHjxP6jR4/Gli1bUF1dDY/Hk/L94l8EuotCc0/WYGMrrIgJLVGk2oCK9lpUZ3v8X27yT5EkUt9asxzLy1fhs63f4qdHnI10j7/TWBinaoDBIgyhfBV5JWPgy0gTryErKwv777//oH8ZsSwraZCCoiiYOHFiysleEolEwrn11lsHfI4333wTgHPN7U3N/fz58/HVV18BAD766KNOQnX06NG9buDqCtu2cd555+H555/HgQceiBdeeGHAdlDvv/8+LMsCIQQ/+9nPel221R1HHHEEzjzzTLz00kt47bXXsGPHDowfP35A55Spf0mXUEpRXl7eSaRyTNMU9kldsS+laRNTK9xztWNkVNM0zJo1C1lZWcLmyuVyweVywev1poykhsNh1NfXdxuhBRxxGWptgxWMQqPt1lJgcZHKU/18f8ARp3GRqsYfsynFv1e+j+XlTlqmMdSCjbU7QNHeCMEI2jv7NYaWLIr08fnwZ6aL9JTb7cZBBx006CLVMAxs3LhRiFRVVTFp0iQpUiWSvYDEa0h/b8NJfX09du/eDQCYMmVKrzI4iaPSN2/ePCTr+s1vfoPnn38ep59+Oj766KNB8SzljgiEEFxyySUDPh/nV7/6FQDnM+u9994b8PmkUJV0SX19fdJo0FTwlHZX7A3uZ4wxBINBMXkj1ShPAPD7/Unz4xVFEVPDXC4X3G43pk2bJuqOs7OzRTo8FAqlFHThcLjHxizGGOpqa7Ft8xa07KoXk6ScB510f1fXdsLtqOAcY9kWnvv8LXy9Y53zOAjOnHMM5hZPBeK1qI5IZaCEIqpTNGdSRH0Eo0ePRlpamrh5vd5BH2wRjUaxceNG8TfFU2Z+v39Qn0cikQwNbBBuw8mmTZvE/dLS0l4dk+gNPRRCdcuWLbj33ntRUlKCf/3rX4M2qZKPn588eXKf63i7Y968eeJ8H3zwwYDPJ4WqpEsSrbe6o7vpFSN9nCVvdKqtrUVzczMaGxtRUVGB+vr6TiKbp/Q7oigKVFVFZmYmIpEItmzZgm3btomJVImClUcjAQiz5O5gjGH3rl1oa2yFbvDUfYJIZR22IeFCT3k5gPN4zDLwxCevY22l4/2nEgXnHHQ8DiieLo5kcOrLbMIQ1Rka8hkMN1BWVgZd15MK/nNycgbdZJ97xgLOFLDJkycPSjpKIpHsGfb2iGqiY0Bvv4hzP3TACfAMNm+//TZs28Ypp5wyqNfDuro6EEKw3377Ddo5Aedz7tBDDwVjDOvXrx/w+WSN6h7m1ltvHZQamj1BV5HFjnSX+h3J9amWZaGqqipl1Le1tRWapnVK+2RlZaGsrAwVFRUi6pc4IrWyshKAM4e+ubkZWVlZ8Hg8GD9+fFIJhW3bSQKfW1V1JBQKwWqLwU1FdanzAK87FVuZI1ZJ+3bNjjsBAAgZUTz18avY1VgDANBVDecffBLKCsbz0wkoGEyNoTXLaZrLyclBUVGRqJ9VFAWKomDChAk9vcV9Jj3dGRhQVVUlxLFEIpHsKVpbW8X9jp7NXZFYltQb68K+wsXzW2+9hY0bN3a77y233IJDDjmkV+flzcFdNW8NhFGjRgEYHOEuhaqkS3Rd79Ws365qB71e76B3gg8mfOpTKBRCLBYDIQRerxd+vx+KoqC5uRkZGRmdhHhmZiYyMjIQi8VAKYXL5cLu3btRV1cHy7IQDAaRk5OTlJ4pLi7G2rVr0dLSgkgkAsZYp5rUjmKV2jaaKuugUydqmVyBCvETQ3t9KvjPdvu2tkgIT3z0CmpbHYsnj+7GRYedivE5RWJ//i8Dg6EytPop8seOgsfrFbW4idFTt9s9ZHOds7KykJmZuc+4RUgkkr2HRKHZ20BL4n49lcv1B27Pt3nz5h5LC/oyHaulpQUAhsRJhYvf3mZmu2PkqgjJsJOTkyMihF2RlZWF7OxsmKYppijx2s2RLFIBJ+1RU1OTtM0wDASDQeTl5UHTNBiGkbIeiBACj8cDxhi2bduGxsZGVFZWora2Fl6vF83NzdiyZQvGjh2LOXPmQNd1TJkyBR9++GGX6+FClVKKproGBBtb4/ZTnQUb6fCDGL8Kxy9VTYi2rqnYJERqwO3DJUecjsLMXCQGcJ1+KyeSGvJR+PPSocZ/f6nqQ6dMmTIov9/GxkYYhtFpoooUqRLJXspA0/fxYxMjmwBEP8BQk9hz0duMTmKJ21CUuz366KN49NFHB/28tm0neXQPJvx31ZtgV0/IGlVJl+Tm5nbbxJKdnY1x48aJ2fSBQABpaWnw+/0jXqQahoHq6mrR+JQI9zPtCe6K0NTUhN27d6OmpgY+ny/p2/WuXbvw2WefgVKK1atXJx3f8YJmWRYMw0BNRSXaGlud9H7KOGqKtQCisUphyZ3/h0zaDweWzkKmLx2XLTgLBZm5SeNQGWEwVArDTRH0U7izA/BnpEFRFOi63ulvgBCS1DzQX+rq6rBt2zYRjZZIJBLO2LFjkZGRIW533HHHHnnexBrQ3oqsSKR9MqB0Jxl8RraakAwriqKgtLQUdXV1qK+vh2maUBQF6enpKCoq2iPfbocCSinWrVuXVINLCIGqqiKSZxiGSOunItGM3jRN1NXVIRAIdNqfMYaamhosX768k/jlz8lHoRqGgVBbEEY4JvxOu6Pj44Q5IpU/ygAoxLl/4v5H4ejpByLg9olUP69tjREKpgMRD0DS3EjLdsod0tPTkZWV1alhikebB0J1dbWwgAGGJl0mkUj2PANtiOLHVlRUID09YRDJHvq8CQQC4n5vr0uJ+0mhOvhIoSrpFkVRUFBQgIKCguFeyqDAGMOaNWs61c3wmlFN04RY5V3uqdi9e7eYmBQMBhEIBFKmiSilCIVCohaoI6qqgjGGlpYWGIaBaGMwSYDyJqnEKVNA/GKeMIEq0Ud1W3UFNKgoyRvdLkoVwOfxinS/098PWGCwNCDmJ2BeFZkZ6VAUBRkZGSgtLYVpmkLQa5oGl8s14NrUXbt2JZVcFBQUYMyYMQM6p0QiGRkwcXXp//GA01iZKFT3FImNRdXV1b06JvFL90DN7YeD7777Ds8///ygn3OwkEJV8r2CR4e7wrZtES3s7pvx6NGjEQ6HEQ6HYZpml7VM0WgUjLEuBS8hBA0NDSKCCySMPo2r0K7FKmsvD4jvt7FiK1755B2oioqLFpyBUVkFIATtAjVuCcDgeKVGdAY7S4PL6xblG263Gz6fT5R08CgxjwDzbs6+whjDzp07k97/0aNHd6pPlUgkkuEicdTp9u3be3XMjh07xP1p06YN9pKGnJdeegkvvfTScC+jS2SNquR7g2VZPVp78JpVXde77YRUVRUTJ05Ea2trlwMPKKWis5+LvI7EYjFEo1GYpolIyEkfJYrR5F6q9kgFAwNFsn/qt1vW49/L34ZNKQzLxJeb17Q3NohpUwy2AlgKQ8hNYWVpCGSmw+12w+/3C0HdVW3y2LFj+2UZxZvOEkXquHHjpEiVSPY1yCDchpFJkyaJa/Xq1ath23aPx/DxqQAwe/bsIVvbUMA/84biNljIiKrkewFP+fd2pOuECROSajPD4TB0XU8SaW1tbWhqauryHDxCytE0DZRSIYhiCwAAe5xJREFU8R+waZpoaGgQjglirUi4VisAZU7FKYk/yOWqCm5NBXy5/ht88NUn4hwzS6bgpIMWgMZ9VRNrxiyFos1HwVwK0gM+aJoGVVWhaZqI/qZKuWma1q8UPaUUW7ZsEV28vBkrOzu7z+eSSCQjm4FOl+LHzps3D6qq4qqrrsJVV101CCvrHR6PB4cccgiWL1+OtrY2fPXVVzjooIO6PYa7uSiKghNOOGFPLHNQuPjii4d7Cb1CClXJ94LGxsZedfIDTuonsSa3ubkZ5eXl8Hq9mDRpkphEVVNTIyylUhn2p0r3833a2trQ2NgISml7UxdpF57JJ0q4+BMIwQrmnO/jb77AZ9+2f6M/YPIsHDfnCGdNYEKkMsJgKQxhDwNTgEBaQERRE0Vqfn5+yujvtGnTumwu6w7TNEWzASEEpaWlvTbSlkgk30++/PLLYalRBYDTTjsNy5cvBwD885//7Faobt68GZ9++ikA4IgjjkBeXt4eWeNgMBSWV0OBFKqSfZ62trZeF3bn5eWJdHQ4HMaGDRuwbds2WJaF1tZWvP/++8JDNS8vD5TSpLGoQLsYVVUViqKIyCpPIcViMSGak1IkhIARluRvKmymEvymxIwqxvDhF8uxasMasf8Rsw7E4TPntTdRMUegUgCmwhBzMyi6ipyCPLhcLiiKkrR2n8+XckrJuHHjkJub26v3sCNutxtlZWXYsmULSkpKkrpqJRLJvsVgdf0PJxdeeCFuueUWhMNhPPbYY7jmmmswY8aMlPv+6le/Evd//etf76klfq+QNaqSfRpKKdauXdspDZ8KTdNEIX0oFMIXX3yBrVu3wrIs7N69Gy0tLUJURqNRVFRUoLa2VpybC1Y+xYkQklQqwI9NjOx2jMIyvXPqrGMajQCwqY03P/5Pkkg95sDDccjseaBJ9agMpgJEXQymF8gsyMGY4nHwer1Jdlx8/almW2uaNuBOVp/PhxkzZkiRKpHs4/Dr30Buw01BQQGuvvpqAI5V4WmnnYZ169Yl7WPbNn71q1/h1VdfBQAceeSROPHEE/f4Wr8PyIiqZJ+G14DyyGaiMOyYmp81a5bw6lu9ejXq6+sRCoWElRL3PKWUCpFnmiZCoVBKhwDGGFRVhdvthmmaIs2fWI/aKcVOCKiLgVAAdnu3Pomn/+NN+6iqrcHGbeXidZxw2DGYXuqIbGfKlHPPVpzmKaoTeNL8SEvv2smgtLQUPp+v0/b99tuvTyn/SCSC+vp6jBkzppMQlkgk+zYdM0z9OX4kcNttt2HZsmX4/PPPsXXrVsyaNQsnnHACpk6ditbWVrz99tui23/UqFF49tlnh3nF+y7D/9VFIhlCQqGQuPBZloVoNCpusVhMREMDgQA0TYNlWdixYwcqKyvR1taGqqqqTvZS3HOVi97E2dCJJIriUCgk7KwS4RZQHTaCqQTURUDdBMTrfJ9MnDY1unAUfnDoUVBVFacefQKmJYhU7mMY1RliLgBeHZ40P7xeb5cfAkVFRSnrRvPy8vpUTxoKhbBp0ybU1tZi586dvT5OIpFIEpk3bx6mTZuGf/zjH8Py/G63G0uWLMFxxx0HwImgLlmyBHfffTceeOABIVLnzJmDZcuWoaioaFjW+X1ARlQl+zSqqoJSKiygEqGUIhaLIRAIYPz48YhGo9ixYweam5vR0tKC2tpa0TgFtNeT8ogBj6xSSpGdnY2WlpZOViaUUtTV1YntqRqvdF1PsrJKfC5FUUANK971TwAFYNSJsE6fPA3Fo8chzR8Q5QLcvsp0AarHBY/uAlGccoRU0VIAyM/PFxfZRCHrcrlQVlbW6/e6ra0N5eXlQvyHw2HYtj0ks68lEsnIhJc/DeR4YHibqTi5ubl4++238dJLL+HRRx/Ft99+i9raWuTn52PatGm44IILsHjx4n41mUp6jxSqkj2OaZoIBoOwLAuqqqYcPTpY5ObmYv369YhEIkIkdqzNZIxB0zQ0Nzdj+/bt2Lp1K9ra2oSgpJSmvPByoepyuYQPaTgc7hRtTRSvqUaP8uYsPkqV/yuegwFtwSCqqqsweeKk9qlUJD7uj7ULVAbAdANEV6G7XKKjPyMjQ7yGRJGclZWFiRMnwrZt2LYtHsvJycGUKVN6PbawubkZW7duFccHAgFMnDhRilSJ5HvGSEz9FxcX99vXkxCCs846C2edddYgr0rSW6RQlexRWlpa0NzcnLStra0N6enpyMzMHPBFilIKwzCEL+jatWvR1taWtA+fPsVFVCgUQjQaRXNzM7799lshaLmw4xHCjkKPrzU/Pz/p/JZlwTAMMMY6pfq5sOWPd3wsUaRymlqa8dobr6MtGARAMHlimSNL44arvEuWKoCtA26PB36/H4qiiLGniUKbr9vr9WLy5MlCzHIRrWkaZsyY0WuR2dDQkDTBJSMjo5MPrUQikUgk/UEKVckeIxwOdxKpnNbWVui63u+ucEoptm7dioqKCiH0FEXp8vksy0oSo3V1dcJ6KlVEIJUNFSEEaWlpyMvLQygUQkNDg4hMclJ9i09LSxNlAomPM8Y6Tbmqr6/HkiVLEIlEAABfrPoKEydMgKqo8aYppyTAn5MOVdeg63pS1Jb/zCPDfN1+vx+TJ09Oii7zyPK0adN6LVJra2tRUVEhfs7OzkZxcfGIaYiQSCR7loF27ssvuJKOSKEq2WNwccYFGq//5Bem1tbWfglVxhi++eYbNDQ0iG2UUjEJqSu4oG1oaBA+q90JrI5NVaNHj8bo0aMRjUbR0NAAxliSSOUlAx3rVhVFQWZmJgzDEA1djDEEg8Gk/aqqqvDmm28Kl4Cc7BycdsLJUBQFDO1r8WWmIZDQzc8/KNxut6ilTbTNCgQCmDp1Kg466CC0traKwQNpaWnIzc3ttUitrKxEVVWV+DkvLw9jx46VIlUi+R4zElP/kr0bKVQlewTbttHW1pYUQeSiVdd1qKoK0zQ7icHeUFtbK4QiP39P85kppWhubhbH9eY5E9c+b948eDwe1NfXi/R+oleraZritXVs4gLaL+bcQaDje7Njxw68++67QkwXFhTipBNOhMflFr6qDAyeNB8CGcki1eVyQdM08QWAv7ZAIIDJkydj4sSJyMvLAyEEmZmZyMzM7PG1d4RSipaWFvFzUVERRo0a1efzSCQSSSqGa4SqZOQhhapkj1BTU9NlMbtpmgPqFOVm/MFgUIhFj8cDXddTntO2bdTX16OpqUls600UkQu+k08+GV6vF6tXrwaATsMETNNMsr7itleJxGIxNDc3IxaLdRLV5eXleP/998XxY8eOxcKFC6FrOigAVVHg8/vg8/mgJzSh8QEDJSUlSEtLw6ZNm0ApRUZGBmbPno2ZM2cOWlpNURRMnDgRmzZtQm5ubtLIWYlE8v1lsFL/I6HrXzIykEJVMuTw8aMdU+OJE5xs20YgEOhTNNWyLGzYsAGrV6/uJIK5T2ogEEi6aJqmibq6uqQ0e28vqn6/H4ceeigCgQC+/fbbTo/zNDuvJ+Xw6CYveTBNEw0NDUnuAPz4tWvX4qOPPhLbSktLccwxxyQJ6aycbHg8nqQPhPT0dOTl5eHAAw8U06WOOeYY4UwwFOi6jqlTp8qaMolEIpA1qpLBRgpVyZDDo4YdxSSvzVRVFYyxPhnLG4aBt956K6kutSOMMUQiEfj9fgBOM1dDQ0OSkOw4674rpkyZgry8PASDQTQ1NSVFSHm3PiFE2GBx+LkTL961tbXi+MR9I5EIPv/8c/HztGnTcMQRRyRduDMyMlBQUCDOSwhBVlYWFi9e3Ol1cCuuwcC2bezevRujR49OOqf8UJFIJBLJUCI/ZSRDTltbmxCliXWkAEQ3usfj6ZOX6pdffonGxsYe9+NRS940lDi+tLcitbi4GDk5OSIVn8pWCnCEpmEYoJQm3RL3DwaDnSKuHK/Xi5NPPhmapmH//ffHkUcemVRnOmrUqKSxpFyILliwYEgbECzLwqZNm1BXV5dk6D/Y3HrrraJ2d86cOZ3KJVKxfft2ccyGDRuGZF1DSVVVFXw+HwghuOSSS3p9XDAYxGWXXdbtNJxLLrkkycWip9v8+fM7nWPHjh34xS9+gRkzZiA9PR1utxslJSW49NJLsXbt2j32eiV7D335m+vqJpEkIiOqkiEnsRaUk+hFSintdUOPaZr44osvsGnTpl4/fywWE40/iR3w/Ofu2H///YX9FCfR/okL7Ugk0smvlT/OHQ5isRiampo6RVwTfy4qKsK5556bFF1WFAWFhYUYNWoUotGoSOeXlpZizpw5yMrK6vV70VcMw8DmzZuFbVYkEkEsFoPX6x2y5wSAVatW4e6778YNN9wwpM8z3Pz+97/v8otLKizLwlNPPYWbbroJlZWV3dYGFxUVYfLkyT2es7y8HLZtY86cOUnb//Wvf+HSSy9FNBoFIQSFhYXQNA3bt2/HP//5Tzz11FN47LHHcO655/Z6/X19vZK9D5n6lww2UqhKhpT6+vpeRcZ4er47mpqa8Pbbb3fyGu0OSinq6+vFz/wimiiUUzV5+Xw+LF68GDk5Ofjss8+SHlMUBbquIxgMCuHY0tKSdM5Eb9JYLCYavWKxmDgPr7GdOnVq0vk7lkCkp6dj3LhxUBQFXq8XZ5xxBnRd7/V70F9isRg2bdokotC6rqOsrGzIRarb7UYsFsNtt92GM888s1dia2/kq6++wkMPPdSrfbdt24Znn30W/+///T/s3LmzV8fccccduOOOO7rdZ9myZZg/fz6ys7Nx8803Jz324IMPQtd1/O53v8Oll14qBlusW7cOP/3pT/HRRx/hkksuwYEHHojS0tIe19OX1yvZe5H2VJLBRn51kQwZtm2jurq62314tLGnb9G2beO9995LEnq9wev1ClGXakpTqueeNGkSrrjiChQUFHTpVGDbNiKRCGzbRktLS1JpQ2LKn4tUy7KSDPdN08Trr7+O999/H5999lnKi7Oqqhg/fjymTZsm1jhr1qw9IlIjkQg2bNggRKrb7cbkyZOHXKQCwH777YdDDz0U0WgUl112Wb9HH45kYrEYfvSjH0HXdRx88ME97n/00UfjxhtvxM6dO3HiiSfi9ttvH/AaGGP45S9/CQD47W9/2ykyP2PGDHz33Xe44YYbkqavTZs2Da+88gqKiopgGAYeeOCBHp+rr69XIpk3bx6mTZuGf/zjH8O9FMkwI4WqZMhobm7ulcjoKXXNp051bFTqCa/Xi/z8fOi6DrfbDZfLJWbXJ9an8lpPVVVx6KGH4swzzxT7aZrWSZxxD1Ze+5qqfIA7HPCIK0dRFESjUbz88ssiMrZ69Wq0tbUJ0ez1ekU9Kvcm9fv9OOiggzBlypRev/7+EgwGsXHjRhEJ56NW+XuyJ7jvvvug6zqWL1+O++67b489757ipptuwpo1a3DDDTf0KmLs8Xhwxhln4OOPP8Ybb7yBMWPGDHgNL7zwAr766iuMGzcOV155ZafH//a3v2HcuHEpj83KysIZZ5wBAPjmm296fK6+vl7J3gu/jg3kBjh9COvWrZMeqhKZ+pcMHYl1nV2hKAry8vJSPhaLxbB+/Xrs3Lmzy3N1TN3z+3PnzsX06dPFHPrEOfYej0fU3fH9VVXF8ccf30kIEkIwduzYpJrYtrY2RCIRRCKRJIupjs0A3PQ/UahGo1G8+OKLohzB5XLh1FNPFel+j8eDrKwsaJqGRYsWISsrS4xq3RMpsdbWVmzZskWs2e/3Y+LEiUl1uXuC2bNn4ze/+Q1uv/123HDDDTjllFO6FE17G8uWLcO9996LWbNm4cYbb8Tll1/e4zGrV68e1C8Ktm3jd7/7HQAnmprq3D1lOXi5TmKDYir683oley8y9S8ZbKRQlQwJlNKUE5k6whs0OhKLxbB06dJeRVET60EZY5g1axZKSkqg6zoKCgqQnp6eNE5V13VomiYmYRUWFoqIYUtLC9LT05Mulvn5+di1axeamprQ2NiI+vp62Lbd6QM6UfTy9yCR5uZmPPPMM6K5zOfz4fTTTxdp1ezsbOTn56O0tBRz584d0iaprmhoaBDrTktLQ2lp6ZD5sPbEb3/7W7z88sv47rvv8JOf/ARvvvnmsKxjMKmtrcUFF1wAl8uFp556qtdlHIMdzX7mmWewceNGjBkzBhdffHG/zrF161YAwPjx47vcp7+vVyKRSDhSqEqGhFgsBk3TumxWAto9QFOxadOmJJGq6zoMw+jyfIwxRKNRTJw4EaqqYuvWrZg5cyY0TcOCBQuwZMmSpKYuQghcLhfGjRsnDPIjkQh2796NSCSCwsLCpH1N00R1dTVCoZCoPe0KHkXlDgMAUFdXh2eeeUYMGkhPT8fZZ5+NrKws+P1+XHPNNcjJyenuLd0jFBcXw7IsKIqCkpKSYe3Adblc+Oc//4lDDjkEb731Fp588klceOGFg/ocf//73/H3v/+9T8c88cQTOPDAA/v8XKZp4qyzzsKuXbtw//33Y+bMmX0+x2DAGBNNVtdff32fbOE4TU1NeO+99wAAxx9/fMp9RsrrlexZZNe/ZLCRQlUyJDDGQAiBz+cTaXs+154LOJ7WTsWOHTuSBKmqqkmjSDum+2OxGEpKSpCTkwNCCEpKSkSkNi8vD4sWLcKaNWuwfft22LaN9PR0FBYWIi0trdNzNzY2Ij09HT6fD4CT2ty2bRts20YsFksajwp0TvnzRipe+1pdXY1nnnlG2PLk5OTg3HPPFeMBjznmmBEhUgHntZSWlo4YP8N58+bhF7/4Be6++25cd911WLhwYVJjz0Cpr6/Hxo0b+3RMOBzu13P9/Oc/x8cff4zFixfjJz/5Sb/OMRgsWbIE69atQ05ODn784x/3+XjGGH7yk5+gtbUVU6dOxdlnn51yv5HyeiV7npFw7ZDsO8ivLpIhIbEZiYvBUCgkfDhjsRhqa2uxefPmTilyPma0I7yDv6M5dFpaGubOnYv8/HwoioKysrJOvqzp6ek47LDDcP755+PMM8/ExIkT4ff7QSkVEdBE8VtTUyOipjt27IBlWWhubu7UHMXXm3h8Ys0qALzzzjtCpBYWFuKCCy4QItXn8w1rF3RVVVUnu6/eDkLYU9x2222YNGkSGhoacM011wzquW+99dakQRS9uaUyxu+J+++/H/fddx9mzZqFRx55ZFBfQ1/561//CsAZCMC/jPUWy7Jw+eWX4/nnn0d6ejqeffbZlKU7I+n1SiSSvRspVCVDgqqqotnCsqxO3fG8K76hoQG7du1KOpYQktIGiW8PBALIzs7GUUcdhf333x8TJkwQEddJkyaljJJyotFop2gtX0+i2IxEIti2bRt27dqFYDCIcDiMWCzWbb1sx8d4RJUb+I8fPx7nn3++eF90Xcd55503LHV7jDHs3LkTlZWV2Lx5c48NMcOJx+PBP//5TyiKgueffx6vvvrqcC+pT7z88su4+uqrkZeXh1deeaVXnsFDxcaNG/HBBx+AEIIrrriiT8dWVFTg6KOPxiOPPIKioiK8//77mDVrVqf9RtLrlex5BqvrXyLhyL8IyZCRnZ0Nn8/X7ahTSimqqqpg23bS9pKSki6P4VFT7k8KOKJv8uTJPX4oVlZW9mkEKB95yoV2qjGwnFTbeInDZZddhksuuQRZWVnw+Xzw+Xw46aSTun2dQwVjDNu3b0ddXR0Ap7SB186OVA477DBcffXVAIArr7xSTBob6SxfvhznnXce3G43XnvttWH5fSdy3333gTGGBQsWoKysrNfH/fvf/8bs2bOxfPly/OAHP8DKlStxwAEHdNpvpL1eyZ5HClXJYCP/IiRDBiEEGRkZMAwDlmWJlD/vtudwv9FEJk6ciNzc3JTnzcvLg2maSWb0U6ZMgcfj6XY9hmH0aJmVaMoPOBHYzz//vJOQBlILU8YYvvvuO7E2Pq41NzcXLpcLhBBkZ2fjpz/9KebNm9ftWoYCSim2bNkivjzwet7s7Ow9vpa+8sc//hETJkxAZWUlrr/++uFeTq/43e9+h2g0ikgkgkMOOSTlXPPHH38cAPD444+Lbdu3bx/0tViWhaeffhoAcNFFF/XqGEopfvGLX2DRokWIRCL4y1/+gnfffTep2TCRkfR6JXs30vBfwpHNVJIhJXHMaCKGYcDj8UBVVdF4lIiqqjjssMOwfft2bN++HZFIBD6fD8XFxRg/fjyCwSDKy8vh8XhQVlbWq/R5b0a5JsIYw2effdZth3/i2hlj+OCDD/D2229jypQpuOCCC4TzAX9NiqLg3HPP7VRDuyewbRvl5eUiesobpzqObB2p+P1+PPTQQ/jBD36ARx55BOedd16vRnd2x1B3/fclej/UfPDBB2hoaICmaTjllFN63J9SivPOOw/PPfccJk6ciH//+989du6PpNcrGR4Gy0f1yy+/FLX8ku83UqhKhpRE8/iORKNR+Hy+lNOfACeFNGHCBEyYMKHTY+np6aIhqrc+n70Rs4mRn2+//bbXKWZKKd566y18/PHHAIANGzZg8+bNmD59unA50DQNs2fPHhaRapomNm/eLJq6FEXBxIkTu63nHYksWLAAl19+OR588EFcfvnleOuttwZ0vqHu+l+6dGmP+1xyySV4/PHHcfHFF+Oxxx7r01r6wosvvgjAGcfaG4/eP/zhD3juuecwc+ZMfPjhh71yphhJr1cyPEh7KslgI/8iJEOCbdvYvn076uvrO3XUJ2JZFgoKCnr8Bp5KHKSnp/fJjF7XdQQCgW734RfJzz//XBia94Rt23jxxReFSAWAM888E3PnzoXH44HP54PX68WMGTP61TE+UAzDwMaNG4VI1TQNkydP3utEKufuu+/G2LFjsXXrVtx9990DOtee6vofbhhjeOWVVwAAp59+eo/7NzY24o477gAhBM8+++yIsU+TjHxSlXv09SaRJCKFqmTQqa6uxgcffID169eLD/euxCohpNvJNoBjlr9+/XpUV1cPeG2jRo3qUtzyi+T69etRVVXVq/OZpolnnnkGK1euFOe45JJLsHDhQjEBS9M0lJSU4LjjjhuWKU/Nzc2ifMHlcmHy5Ml9tiUaSaSnp+OBBx4AABmR6yVr1qwRzXNHHXVUj/v/5z//QSQSwdixYzFt2rShXp5EIpF0iUz9SwaVpqYmrFq1KuVjlNJOHp25ubndpnqqq6uxe/duAMDu3bvh9/sHFAl0u92YOHEi6uvr0dzcDEop3G43srOz0draioaGBmzatKlX54rFYnjiiSdE5FXTNFx++eXYf//9AbSPUlUUBQsWLOj3mgdKfn4+DMNAc3MzJk2a1K9JRCONE044ARdddBGeeOKJ4V7KXsGnn34KwBmL2xvhuW3bNgDOCNQpU6b0uP/VV18tXBkk329k6l8y2EihKhlUysvLu32cUpoUVeyqexgAdu3ahZqaGgBO6pKnH1tbW6GqKtxud0qz8Z5wuVwYNWoURo0albS9oqICy5Yt69U5QqEQHn30USGi3W43rrvuuk71tC6XC6effvqwRzDHjBmDoqKiYYnoDhV/+ctf8N577/U6+v195ttvvwUATJ06tVepVe7CEY1Ge1XDW19fP7AFSvYZBquZSiLhENadg7lkRNLa2oqMjAy0tLSMmK5ISinWr1+PnTt39rgvF0uZmZmYN29epwsTN6PnH36MMWRmZqask/N6vT3aUvWGDRs24M033wSltFfuAK+//rqIUvn9ftx0000oKysTY2IZY1BVFQcddBCKi4sHvL6+0NLSAkLIiPnbkEgk+z78c+n2228f0DU5Go3i5ptvHlGfb5LhRUZUJYPCt99+26fIVkFBAaZNm9ZJpFJKsX37djQ1NYlt+fn5Xab7I5GIqAPtD7zp67333gPQ+2/z1113HVpbW1FZWYmbbroJ48aNE8dzdwFd1zF27Nh+rau/NDY2Ytu2bWIoQk/NYxKJRDKYyNS/ZLCRQlUyYFpaWlBdXQ1CSLcjRgGnEWbOnDkp7ai4GX1raysAR/QVFxf3KB5jsVi/hGp5eTk+/PBDRKNRmKYpnlNV1ZQG/5yysjLk5+fjzjvvRF1dHXJzc2EYRpINl67rmDlz5h5NtdfV1YmINqUUDQ0NUqhKJJI9ihSqksFG/kVI+g1jDJWVlV02T6Vi6tSpKUUqAGzfvl2IVEVRUFpa2qvUT3eisit27dqFt99+O6WZf6oL7Y4dO9Dc3Izx48cjPz8fgCO6i4uLoes6vF6vsKHy+/2YMmXKHh0fWVVVlVR2kZeXJ6K8EolEsrchJ1NJODKiKuk327Ztw+7du5OEYldRVUIIZs6c2e2ozlGjRqGtrQ2MMUycOBGBQKBXIrQvxfeMMdTV1XXbNMXN+bmt1saNG/HEE08gOztb2CJxVFVFTk6OiKiOHj0ahYWFXYrxoSCx6QxwGtRGjx69x55fIpFIOHIylWSwkUJV0i/C4bDoeO8YfUwlVufNm9ejaTgfhwpAdMmrqtpjKr63dksNDQ345JNP0Nraiubm5qT1pnoOQgjWrFmDf/3rX7BtGzU1NXjqqadw7bXXisfdbjcURYHH44Hb7d6jUVTGGHbs2IGGhgaxjQtliUQiGQ4IIQNK38uuf0lHZOp/iAmFQrjvvvtw3HHHoaCgALquw+PxYNy4cTjxxBPx8MMPD/cS+0Vtba24r6pqp4sL/1atKEqXHfuxWKyToPX5fJ2snLqLTqqq2iuhGgwG8Z///EfMue9IqnT/ihUr8NRTTwkBu3DhQlx77bXQdR1utxterzepBrW7aPFgQynF1q1bk0Tq+PHjpUiVSCQSyT6FjKgOIW+99RZ+9KMfdZqoZFkWKioqUFFRgZUrV+Kyyy4bphX2H8uyROSURxa592IiHo/n/7d332FNXu0fwL8hkLCnDBFkCRRx70mpOHGvuuuota6qrbNVi9pa66i2zurrK+466sA6cCEo1j1rVWQqGxkyZSR5fn/kl/MmsgIEEuD+XFeu60k458mdx5jcOROtWrUq9nhubi7Cw8NhbGwMJyenMn9Fy7Y+ff/+vUKrp0AggL6+fql1RSIR23r15cuXEIvFLDHW0tJSmPz0YXd/UFAQzpw5w/4+ZcoU/Prrr4iMjFSoJx+jpaVlqa9B1fLy8lirMI/Hg5OTk1L7txNCSHWidVSJqlGiWk1Wr16NZcuWsfvW1tbw8fGBnZ0dcnJyEBsbi9DQUDVGWDV6enoKraF8Ph/6+voQiUQsmXRycoKTk1Oxme9ZWVks4cvIyIC+vn65LYE6OjrQ0dFhyWZZM0slEgmSk5ORmZnJHouJiWHx8ng86OrqsiT2Q2fPnsWVK1fY/fnz52P9+vXg8Xhwc3NDbGwscnNz2d9NTU1hZ2dX6SWyKsPQ0BBOTk54/fq10pPOCCGkutGsf6JqlKhWg927d7Mk1djYGL/++ismTJhQLJEpLCzEjRs31BFilVlZWSE6OlohWZWtISqbBe/i4lLs1/G7d+8QFRXF6hkaGlaoJVKZ5Z6SkpLY6gEyHw4xEAqFkEgkCq3AEokEx48fV/gBsXr1anz77bfsdejr68Pd3R0FBQUQiUQQCARs3dSaZm5uDmNj4xpNkAkhpCzUokpUjb7hVCwiIgKzZs0CIE0kQkND4eHhUWJZgUAAHx+fmgxPZXR0dODu7o6XL18WmzzF5/Ph4uKC/Px8aGlpQSAQgMfjIS0tDTExMayciYkJnJ2dVfoLuqCgoFiSCkj3OJffRACQtgoLBAIUFhZCR0cHCQkJLEnl8XjYunUrZs6cWeLzCIVCCIVClcVdnoKCAmRnZ6NBgwYKj1OSSgghpC6jbzkVW7BgAQoLCwEAR48eLTVJrQssLS2hp6eHhIQEvHv3jk2cknVDy1or8/LykJeXpzBW19zcXKnF/CuqtMlS1tbWxRJVQJpU6+npoVOnTnB2dkZ0dDT8/f2xb98+jB07VqWxVdb79+8RHh7ONiX4MFklhBBNQV3/RNUoUVWhFy9eICAgAAAwYsQI9OzZU80RVT9DQ0O4ubkBkE5eys7OLlYmJSUFKSkpEAqF4PP5sLKygp2dXbV08ZS2M5aBgQEcHR3x+vVrNgFMVt7T0xPOzs7g8XjYsWMHvvjiC7Rv317lsVWGbNKZbNxvSkoKLCwsqHuMEKKRKFElqkaJqgodPHiQHc+dO1eNkajH+/fviz2WlpbGlrIqKiqCnZ0dbG1tqy2GspaysrCwgLGxMcRiMQoKCthkKvlVCfh8vsYkqfKTzgDp+FhXV1dKUgkhhNQblKiq0LFjxwAA9vb26Natm5qjqXkikajYY6ampsjIyEB+fj6sra3RsGHDao1BX1+fjTstiaGhIRwdHfHmzRv06tULKSkpCAkJQcuWLas1rorKyMhQmKxmZGQEFxcXpSaTEUKIutBkKqJqlKiqSGpqKiIiIgAAHTt2ZI/n5eUhKCgIMTExyM3NhbW1Nby8vODs7KyuUGsUn8+Ho6MjcnNzYWJiUu3Px+PxYGdnh9jYWDamU0ZHRwd2dnYICwtDr169EBcXBwD44osvcOfOHY35gPxw0pmpqSmcnJyoS4wQovGo65+oGiWqKvLw4UN23KJFC0gkEqxatQobN24scdzmxx9/jE2bNqF169Y1GWa10tbWZrtNyc9G19bWhomJCbS1tWskGRQIBHB2dkZ2djZb79TAwABGRkZ4+PAh+vbti9TUVACAm5sb/vzzT41JUpOTk1kCDUiHKzg4OGhMfIQQUhPat28PPp+PWbNmsZV0SP1EP11U5Pnz5+zYwsICI0aMwMqVK0tMUgEgJCQEXbt2xfnz58s9t2zJJfmbJtLR0UFMTAxiYmIUdpCS0dXVrbFYeDwejI2N0bBhQzRs2BDGxsYICQnBJ598wpLU1q1b48aNG2jcuHGNxVUWkUiksDKClZVVvUpSV6xYwboN5W86OjqwsbGBr68vDh8+XOqEOQBsJQkej4c//vijwjHExcWx5dTKuu4ikQiHDx/G8OHD4ejoCD09PWhra8PU1BTNmzfHF198obC9LSDddKKk1/fhzdvbu8Jx17QTJ06gT58+sLa2Zmsmf/XVV4iPj6/U+c6fP48RI0bAzs4OQqEQRkZGaN++PX7++WeFzTVUXZeonjLv8fJuAHDv3j08f/6cklRCiaqqpKens+P9+/fj1KlTMDMzw7p16xAVFYWCggIkJCRgz549cHR0BCCdfDRmzBhERUWVee41a9bAxMSE3ezt7avzpVRKYWEhIiMjIRaLkZ+fr9AqCEhbNNW1MD4A/PXXX+jbty/74eDl5YVr167ByspKbTF9SFtbG02aNIGWlhZsbW1hb29fb5JUebq6unB3d2c3ExMTJCcn48KFCxg3bhx69+6tVALyyy+/VPi5N27cWGzIyIdevnyJli1bYty4cTh58iRSUlJgY2ODhg0bIi8vD8+ePcPu3bsRGxtb6jmcnJwUXqP8TVN+OJVEIpFg/PjxGDFiBC5duoTCwkJYWFggOjoaW7duRYsWLfDgwQOlz1dQUIBPP/0U/fv3x4kTJ/D27VvY2NigsLAQ9+/fx7fffou2bdsiISFBpXVJ9ZF1/VflRog8ekeoiPx2nXfu3IGdnR3u3buHhQsXwsnJCQKBAA0bNsTkyZPx4MEDeHp6ApDO7F6xYkWZ5/7222+RmZnJbmV9AapDfn4+wsLCkJ+fD21tbRgbG8PJyQm6urrQ19eHqakpBAKB2uI7ePAghg4dioKCAgBA//79ERgYWCNjZivKwMAAnp6e1T7pTJO1bNkSL1++ZLfU1FS8ffsW8+fPB4/Hw5UrV7Bo0aIyzyEQCPDgwQMEBwcr/bwZGRn4z3/+A319/VLLpKamomfPnnj+/DlatWqFy5cvIycnB9HR0Wxr3Zs3b2LSpEllbsZw/vx5hdcof9u/f7/SMdc0Pz8/HDp0CKampjh9+jTS09MRFxeHFy9eoFWrVkhPT8eQIUNK3Z74Q4mJiTh+/DhatWqFgIAA5Obm4vXr13j//j17nrCwMEyYMEGldQkhtQeNUS1BcHCwUl9w8+bNg6mpKQAUa+HZv38/XFxcSqxnbm6O3bt3o3PnzgCAI0eOYPv27TA0NCyxvKp3QeI4DmKxmM2M5/P5rLuzovLy8hAeHs5m/AuFQri6utbork1liYiIwKRJk9hQhDFjxmDfvn1qbd2VkUgkSE1NhaWlpcK1V2dSr6kaNGiADRs2QCKRYNOmTdizZw/WrVsHAwODEst36tQJ169fx4YNG5TuSt++fTtycnLg7e1d6v//HTt2ID4+HnZ2dggODi72Y0dHRwddunRBly5dKvLyaoX4+Hhs2LABAHDo0CH4+vqyv7m7u+Ps2bPw8PBAXFwcdu7cia+//lqp886bNw8bNmxQWNFCS0sLY8eOBZ/Px+jRoxEUFITnz5+jadOmKqtLqgfN+ieqRi2qJQgODsbKlSvLvb17947VkV+/s23btvjkk0/KfI5OnTqxVtWioiLcvHmzWl7LhziOQ25uLrKzs1FQUMDWE83MzCxxeamy5OTk4NWrV6yenp4e3N3dNSZJBYAmTZpgy5YtAIAZM2bg4MGDGpGkisVihIeHIzY2ttgwCVK6MWPGAPhfK35pPv30UwDSlssXL16Ue978/Hz2Phk0aFCp5e7duwcA6Nq1q0a2yFenffv2IT8/H+3atVNIUmUaNWrEWi+PHDmi1DkbN26MTZs2lbrs2siRI9kP+MePH6usLqk+1PVPVI3eESoi2zYUAGspLY98udevX6s8ppLk5eWVOAaP4zjk5OSwxeXLk5mZqbBjkoGBAdzc3DQiCfzQjBkzEBwcjG3btmnEh6BIJMKrV6/Ydq+pqalsWAIpm5GRETsu64eVp6cnevfuDY7jsHHjxnLPu3fvXiQnJ6Nbt25o0aJFqeVkrT3ljSuvi86cOQMAGDp0aKll+vfvD0Ca0Jc2kVReef8ftbS0WCPAh2sjV6UuqV5VnUhFiDz1f2troBUrVoDjuHJvsklRABQmOJW1O5I8+Yk8pe1Rr0oSiaTMD2yO45T6QM/NzVXYMcnY2Bhubm5ljsmrKSKRCCEhIcUe//jjjzXiQ7CwsBBhYWFsDJ+2tjbc3Nw0qhVak8laxrS1tfHRRx+VWVY2jvXAgQNITk4utZxEImETrxYsWFBmAiwbRnDv3j2sWbOmApHXbhKJBE+fPgWAMndua9u2LQDpZ8mrV6+q/LzZ2dl4+/YtAMDBwaHG6hJCNAclqirSvHlzdpyYmKhUnfz8fHZsbm6u8pg+VNKSUR9SpvtfNkEKAMzMzODi4qIRLZUFBQUYNWoUevTogT///FPd4RQjP+kMkI5ndHNzK3WcJVGUk5ODpUuXApAOAZDvxSiJj48P2rRpg4KCAmzbtq3UcidOnEBERATc3d0xaNCgMpe/mj59Ohvr+N1338HX11epoQXVzcfHBx999JHSNx8fnwqdPy4ujm2R7OTkVGo5Kysr9qPrzZs3lX9B/0+225+JiQk6depUY3VJ5VHXP1E19TeB1RGtWrWCrq4u8vPz8ffffytVR/4Lzs3NrbpCUzkejwcnJycYGhoWmwikLjk5ORgyZAiuXr0KAJg8eTI++eQTWFhYqDkyKU2fdKbJsrKyEBQUhCVLliAqKgrt2rXDpk2blKq7cOFCjBkzBtu3b8eSJUtKnNG/fv16AGCrCpRFT08PQUFBmDBhAi5fvowLFy7g4sWLGD58OPz8/Ni48/L4+vqWOmnu9OnT5bYWfygyMrJCw4fkfyQrQ375vbJ+VMvWL3779m2Ve4lev36NJUuWAJD+OyrbU1XVuqRqaGcqomr0jlARAwMD9OvXD4B0/FpQUFCZ5TMyMlgXtYmJCTp06FDtMSrTNV/aGNMPhwTweDxYWVlpRJKanp6Onj17siRVX18fJ0+e1JgktTZMOtMksu1sZTcTExMMHToUaWlp+Pbbb3Hjxg2l/21HjhwJJycnpKWlYe/evcX+HhQUhHv37sHa2lrpZYysra1x8eJF7N69G/b29pBIJDh+/DhatGiBzz77jG0oUZbo6GiEhYWVeKtoEglINxNQZriS7Ca/Ra8y5Fc1KW/jDtnfqzLuOiIiAj4+Pmw5sMWLF9dIXUKI5qFEVYW++OILdvz111+zrrKSrFixgo1TnDp1ao2M7+TxeGW2LGhpaRVr5eE4Dq9fv8aLFy8q9QVa3RISEuDl5YU7d+4AAExNTXHlyhX06tVLzZH9T1xcXK2YdKYpZAv+u7q6smERPB4PCxYswE8//VShHc74fD6++eYbAMCmTZuKTRZct24dAGD27NkVOi+Px8Pnn3+O8PBwbNmyBXZ2dpBIJDhw4ABatGhR4jhpeS9evCg1iWzVqpXScdQU+Zn15Q0PkiWolR3ScvLkSXTo0AGRkZEYPHgwAgIClP58rEpdohqq2pmKEBlKVFWoX79+bOzX06dPMXDgQKSkpCiUKSoqgp+fHzZv3gwAsLS0xMKFC2ssRqFQWOIXsra2NoyMjBQ+JDiOQ3R0NFJTUyESiRAeHq70qgA1ITIyEt26dcO///4LALCxscH169eVXnWhpri4uEAoFGrUpDNNJlvw/9WrV8jKysL+/fuhq6uLJUuWsKSzIqZMmQILCwtEREQgICCAPf706VNcvHgRBgYGmDlzZqViFQqFmD17NiIjI7F69Wro6ekhMTERvr6+7H1ZF8ivtlBel77s7xVdvuv9+/eYPn06hg8fjpycHPz88884depUmRswqKIuUS0ao0pUjd4RKrZ37162AsDVq1fh4uKC0aNH49tvv8W0adPg4uKCVatWAZB+yR06dAjW1tY1Fp+sVdXU1BQGBgbQ19eHkZERjIyMFD4gJBIJIiIikJGRweo1atRIYz5E/vnnH3Tr1g3R0dEApBM8QkNDFSa1aQrZpCnZ9qhEeVpaWpgwYQL+/PNP8Hg8bNq0SSHZVIa+vj7bL1y2YD0ArF27FoA0ka3qZEaBQIDvvvsON2/ehJGREfLy8tjEr7pAflWTsiZJpaamsp6iioy7j4mJQefOnbFz5054eHjg9u3bWLx4sVKta1WpSwjRfNS0o2J2dnYICgrC6NGj8eDBA+Tk5ODo0aPFyjk4OODgwYPo1q2bGqKUJp6lTeYQi8WIiIhgLSM8Hg8uLi4as8B5YWEhBg4ciKSkJADSNTMvXboEW1tbNUcmlZaWBlNTU4XuUtptqmp8fX0xY8YMbN++HTNnzoS3t3eF3o9fffUV1q9fj7///ht3796Fra0tjh07Bj6fr/QOSspo3bo1Zs+ejTVr1uDatWsqO295fHx8EB8fr3T5Ro0asTHdyjA2Noa9vT1iY2Px+PHjUmfRP3r0iJV3dnZW6twRERHw8vJCYmIiJk2ahG3btindElqVuqR60M5URNWoeacaNGnSBLdu3cLevXvRu3dv2NraQiAQwNraGj4+Pti2bRtevnyptiS1LEVFRQgLC2NJKp/Ph5ubm8YkqYA06du7dy+EQiE6dOiAkJAQjUlS4+LiEBMTo7DOLFGNNWvWwMbGBgkJCRWeINOgQQNMmjQJALB161bs2rULIpEIw4cPL3O5pcpo3LixSs+njMjIyFInZ5V0i4yMrPBz9O7dGwBw9uzZUsucO3cOADBw4ECleg8KCgowaNAgJCYm4rvvvoO/v7/SiWZV6pLqQ13/RNXoHVFNdHR0MHHiRFy8eBHx8fEoKChAUlISrly5gpkzZ1Zo4kZNKSgoQFhYGJsEJluMXrYNoSbx9vbG5cuXceXKFY2Y3S+bdCZbWD47OxuZmZlqjqpuMTY2Zl33u3btwo0bNypUf/78+eDz+Th16hT++9//AkCFx4ffv3+/3DKyFT9qclJUdc/6B4CJEycCAC5cuFDidUhISGArK0yfPl2pc+7ZswcvXrxAp06d8OOPP1YonqrUJYTUHpSoEgDS7v6wsDA2Y1cgEMDd3V1jWihu3bpVbCH27t27K0zyUBeJRMImnck0btwYZmZmaoyqbho3bhy8vb3BcRymTZtWoSWQXFxcMGzYMOTk5CAhIQHe3t5o165dhZ5/wYIF6N69Ow4cOMCGnsgkJibim2++wfHjxwGgzi2L1L17dwwYMAASiQRDhgxBcHAw+9uLFy/Qv39/ZGZmYtSoUcV6i37//XcYGxuzVm2Zv/76C4C0tbaiXb5VqUuqD836J6pGY1QJAGkXv5WVFeLj46GrqwtXV1eNGVe5ceNGzJ8/H8uXL2cT0TSFRCJBZGQksrKyAEg/pB0dHWtkp7H6atu2bWjVqhVevnyJ1atXV+g9sXDhQpZIVna1jdDQUISGhgIALCwsYGZmhuzsbNaaLhQK8dtvv8HX17fUc5S14D9QuUX/a8KBAwfg4+ODhw8f4pNPPkGDBg0gFArZ+Fhvb2/s2bOnWL1t27YhOzsb+/btwy+//MJ6QWSTIXfu3FniWP4PXb16FY0aNapyXVJ9aMF/omqUqBLGxsYGWlpaMDMz04h1PjmOw/Lly7F69WoAwA8//IAePXqw/dbVTSQSISIigi2GrqWlBWdnZ40az1sXNW3aFPPmzcP69evx888/Y9SoUUrvCNW+fXt4e3sjJSWFbdBREfv378ehQ4dw8+ZNPH/+HAkJCcjMzISZmRm6deuGnj17YurUqeUmRLIkqzSauGYxIF2n+NatW/jtt99w6NAhREREoKioCJ07d8bEiRPxxRdflJhozJgxA4sXL8aQIUMUhurIXmdycjJL9MtSVFSkkrqk+qgqUW3fvj34fD5mzZrFVu0g9ROPK2tja6KRsrKyYGJigszMzHL3Oy9LUVGRRiSkJZFIJPjqq6+wfft29tiqVauwbNkyjegaKioqQnh4OBvPy+fz0aRJE40cz0sIIdVN9r109OjRKg0Zy8vLw6hRo6r8/UbqDmpRrafS0tLw5s0buLi4aNyHQVFRESZNmoTDhw+zxzZv3oyvvvpKjVEpSkpKUph05urqqjHjeQkhRF1oeSqiapSo1kMpKSmIjY0FIF3WxsPDQ2NWIXj//j1GjhzJlrnh8/nYu3cvxo8fr+bIFDVq1Ajv379HQUEBXF1dNeb6EUKIOtEYVaJqlKjWM4mJiUhISGD3LSwsIBQK1RjR/2RlZWHgwIG4fv06AOmklOPHj2PgwIFqjqw4LS0tuLi4QCwWa8ykM0IIIaSuoUS1nuA4DnFxcUhJSWGPNWzYUGMWygeAqVOnsiTVyMgIZ86c0ZiJU9nZ2RAIBApJPZ/PV9h9ihBCCHXfE9WiRLUekC1Gn5aWxh6zs7ODtbW1GqMqbt26dbh58yYKCgoQGBhY4TUuq8u7d+8QFRXF1pbV1AlohBCibtT1T1SNEtU6TrYY/bt379hjDg4OaNCggfqCKoWjoyMuX74MHo8HDw8PdYcDQDrpTLaLj2x3MXt7e/UGRQghhNQTlKjWcVFRUWwrTx6PBycnJ43ZMen58+dwdnZWmIjUtGlTNUakSH7SGQCYm5vDzs5OjRERQohmo1n/RNWojb2Os7S0BI/Hg5aWFpo0aaIxSer169fRuXNnjBo1CiKRSN3hFJOQkKCQpFpaWsLR0ZE+RAkhpAyyrv+q3AiRR++IOs7ExAROTk5wc3PTmPVSz58/jz59+iArKwtnzpzB+vXr1R0Sw3EcYmNjkZiYyB5r2LAhGjduTEkqIYQQUsOo67+OEYlE0NZW/GfVlFZUAPjjjz/w2WefsVbUvn37Ys6cOWqOSqq2TDojhBBNRV3/RNWoRbUOef/+PZ4/f67UvtfqsGPHDowbN44lqZ9++ikCAgJgYGCg5sikMjIyFJJUR0dHSlIJIaQCqOufqBq9I+qI3NxchIWFoaioCHFxccjIyFB3SAzHcfjpp58wc+ZMcBwHAJg2bRoOHz6sUYvlm5ubw8rKCjweDy4uLrCwsFB3SIQQUqtQokpUjd4RdUBWVhZevXoFsVgMADAwMICRkZGao5LiOA6LFi3C0qVL2WOLFy/G77//rpGL5dvZ2cHDwwOmpqbqDoUQQggBALx8+RJz5syBp6cnDAwMIBQK0aRJE8yZMwdxcXHqDq9aUaJay2VkZCAiIgISiQSAdEcnV1fXYuNU1WXLli3YsGEDu//zzz/j559/1ohxSIWFhcjJyVF4jMfjQU9PT00REUJI7SYbo1qVGylu5MiR2LJlCwoLC9GxY0d4eHggLi4OW7ZsQYsWLfD48WN1h1htKFGtxdLS0hAVFcW6001NTdGkSRONaqmcMmUKOnXqBB6Ph127dmHx4sXqDgmAdPH+sLAwhIeHIzc3V93hEEJInUBd/9Vj1KhRePXqFcLDwxEUFITHjx8jJiYG3t7eyMjIwKxZs9QdYrXhcbIsh9QaWVlZMDExQXBwMAwNDQEAFhYWcHBw0Mhfo+np6fj7778xYMAAdYcCQDrp7NWrV2xSl4GBAT766CM1R0UIIbWX7Hvp4sWLVZogm5ubiz59+iAzM1NjllTUZM+ePUPz5s0BAHl5eXWyR5B+utQBVlZWGpOkZmRkKKxBCkgnKWlKkpqTk4OwsDCWpOrp6cHFxUXNURF18/b2Bo/Hw5IlS9QdCiG1miZ3/Z87dw5bt26ttvOrQ5MmTQAAQqFQoyYnqxIlqrWcra0t7O3tNSJJTUxMxMcff4yePXsqLPOkKbKyshAeHq4w6czNzQ06OjpqjozIiEQirF+/Hp6entDV1YW5uTkGDx6Mp0+fllmvV69e0NLSQnBwcM0EqgYPHz7EnDlz0KpVKxgbG4PP50NfXx+Ojo7o378/rly5ou4QkZOTg6lTp6Jhw4bqDqVCzp07hyFDhsDGxgZCoRCNGjXCmDFjcP/+/Wqt+6GcnBxs3boVvXr1go2NDQQCAYyMjNC+fXusXr0a2dnZlXl5NUoTu/7fv3+Pr7/+GgMHDqxUovrvv//i66+/RvPmzWFqagpjY2N4enpi3rx5eP78ucrjrYh79+4BALp06aJRw/5UiiO1TmZmJgeAi4yMVHcoTFRUFOfi4sIB4ABwAwcOVHdICtLT07kHDx5w9+/f5+7fv8+9evWKE4lE6g6LyJFIJNyQIUPYe8jW1pYTCAQcAM7AwIB7+vRpifV27drFAeBmzJhR6ef++OOPOQDc4sWLK32O6lJQUMBNmzaN4/F4HABOS0uLs7a25pydnTkTExN2vebOnVvhc/v7+3MAOAcHhyrFWFRUxPn7+3O2trYcAM7a2rpK56sp79+/54YPH86uoYmJCefo6Mhpa2tzADg+n8/t3LlT5XVLM2XKFHY+GxsbrnHjxux8ADgnJycuJiZGFS9d5WTfS1euXOFu3bpV6duVK1c4AFxmZqZK4jp9+jTn6OjIrqG7u7vSdcViMbdy5UqOz+ez+h/edHR0uF9++UUlsVbU9evXOScnJ87U1JR7+PChWmKoCdSiWos1aNBA3SEAkP7a7Nq1KyIjIwEADg4O+OWXX9Qc1f+kpqYWm3Tm4uJSd3991lLHjh3D6dOn0bp1a0RGRiI+Ph5ZWVmYMWMGcnNzS+yWj4uLw4IFC+Dg4IC1a9eqIerqN2fOHOzatQtCoRCbN29GWloakpKSEBkZiXfv3iE6Ohrr16+HjY1NjccWHR2NNWvWwMXFBZMnT0ZCQkKNx1AVM2fOxIkTJ2BiYoJ9+/YhPT0d0dHRSEhIwJQpUyAWizFjxgzcuXNHpXVLY2pqirVr1yIxMRGJiYl4/fo13r9/jwMHDsDQ0BDR0dGYPn26Ki+BymlK1//58+fRuXNnDBkyBDExMZU6x6JFi+Dn58d64by9vfHNN99g+vTpbMhYUVER5s+fj99//10lcZfl22+/Rd++feHl5YWGDRuid+/e6Ny5M+7evYvWrVtX+/OrjbozZVJxsl+uqvrFWRV37tzhzM3N2a9LDw8PLjY2Vt1hMfn5+awV9f79+1x0dDQnkUjUHRYpgaw19cmTJwqPFxYWco0bN+aEQiFXWFio8DdfX18OAHfp0qUqPbemtqjGxMRwWlpaHADuxIkTKj9/VVtUHRwc2P99X19f7ocffqg1LaqPHj1isZ8/f77EMiNHjuQAcJ988onK6palrM+mzZs3cwA4Ho/HZWRkKH3OmiL7XgoKCuLu3r1b6VtQUFCVvt+WL1/OOTs7K7R6WllZVbhFNSAggNUxMzPjQkJCFP4uEom4RYsWsTICgYCLioqqVMzK8vHxUXhdhoaGXK9evar8+afpqEWVVFpQUBB8fHyQnp4OAGjXrh2uX78OOzs7NUf2P0KhEA4ODgAAa2trODo6asR4XlJcWFgYjI2N0aJFC4XHdXR00LZtWxQUFCA1NZU9vm/fPpw/fx5Tp05Fr169ajrcGvHgwQO2RrKvr6+aoylOV1cXQ4cOxY0bN3Du3DmN+r9fnqNHjwIAunfvjn79+pVYZuXKlQCA4OBghUXVq1K3LGV9Nnl5eQGQbqLy4frP5H9++OEHREVFsfsTJkxAYGBghc7BcZzCJjV//PEHu/4yfD4fa9euxcCBAwFI1+Vet25dFSIv35UrV8BxHHJzc/Hs2TN8//33ePToEfr06YMff/yxWp9bnShRJZVy+vRp9OvXj31gent74+rVqxozHEFegwYN8NFHH9WqL9H6SCKRsOEZH3r//j0A6Q8PAEhKSsLXX38NOzs7hQ0lqlNcXByWLFmCtm3bwszMDAKBALa2thg8eDBOnjxZauwyt2/fxrhx42Bvbw+hUAgbGxuMHDkSjx49wsuXL1m358uXL1kd+cRF/stXUzx58gQnT55Et27d1B1Khf37778AgDZt2pRaxsPDAw0bNgTHcbh586ZK6lZWXl4eAEBfXx+NGjWq8vmqi6ZMpurbty9u3bqF/fv3w8zMrEJ1L1y4gGfPnrHz9OnTp9Sy8kOODhw4gMLCwmJlYmJiKjT04eeffy4zPn19fXh6emLhwoW4e/cujI2N4efnh7t371boddYWmrF9EalV7t69i+HDh7OWnoEDB+Lo0aMasX4bx3FsPT95VVnXj9QMFxcXhIWF4c6dO+jYsSN7/N27d7hz5w4aNWoEc3NzAMCMGTOQkZGBgwcPFvu3rg7+/v6YOXMm8vPzAQA2NjYwMTFBQkICzpw5gzNnzmDgwIH4448/SnyvrVq1CitWrADHcdDS0oKtrS3EYjH+/PNPnDlzptQvpi5dukBHRwdFRUWYOHEirl69WuG1JWVfuCWJj48HIB1nV1Y5Ozu7ErcVlv1wqI2KiooAgC1VVxpLS0skJiYqzO6uSt3K2rJlCwBg+vTpGt0rVNVxplV9bX5+fhg9enSV1sY+ffo0O546dWqZZT08PNCuXTvcv38fubm5CA0NRY8ePRTK6OjowN3dXennt7CwULqsk5MTPv/8c2zcuBH79u1Dhw4dlK5bW1CiSiqsXbt2+Oyzz7B3716MHz8ee/bs0YglniQSCSIjI5GVlQVHR8cK/Wcn6jdmzBicP38e48ePx86dO9GxY0e8fv0ac+fORUZGBubOnQtA2g13+vRpfPbZZzXSHX78+HFMmTIFAPDZZ59h5cqVcHR0BCBdTmjPnj1YtGgR/vrrL3zxxRc4fPiwQn1/f3/4+fkBkE7A+f7772FtbQ0AePHiBWbOnIlFixaV+NzW1tZYtmwZ/Pz8cP/+fTRt2hTr16/HqFGjlG55ki0GXpaEhIQyy/n7+2PSpElKPZ+q+Pj4sERaGY0aNcLVq1eVLu/k5AQAuHXrVqllCgsL8fr1awBgQ5yqWldZIpEIaWlpuH//PrZs2YKLFy9i4MCBbEiBpqpqq2hVW1RXrFhRpfqAdCIWIE2afXx8yi3v7e3NliO7fv16sUS1UaNGCj0lqiZLgpOSkqrtOdSJuv5JhWlpaeE///kPdu/ejX379mlEkioWixEeHo6srCwAwJs3b8pt7SCaZdy4cRg2bBgiIiLg4+MDQ0NDeHp64sqVK+jRowe+/fZbvH37FnPmzIGNjQ1+/fXXao8pLy+PbU04Y8YM7Nu3jyWpAGBoaIg5c+Zg//79AKRJ9O3bt9nf8/PzsXDhQgDAV199hW3btrEkFZC2xgQGBpaZJH7//fdYu3YtdHR0EB8fj7Fjx8LT0xOHDx9mvRp1UWRkJMLCwpS+yVYdUdbgwYMBSNen/eOPP0oss3z5cmRmZgL43/CTqtYtz6+//goejwcdHR3Y2NhgwIABSE5OxqlTpxAQEMB2IyTVIzU1lf1A+uijj0rsSfhQ+/bt2XF4eHh1hVaqlJQUANLNf+oiSlRJuSQSSbHxcdra2vj88881Yl/moqIihIWFsfGyfD4fTZo0gbY2dRjUJjweD8eOHcPOnTvRs2dPNG/eHL169cK2bdsQGBgIgUCAWbNmITU1FTt27ICZmRni4uIwZcoU2NraQiAQwNnZGcuWLUNBQYFKYjp58iTevn0LQ0PDMseNffrpp2y84sGDB9njAQEBSEtLg76+Pn744YcS6wqFQoWJGyVZtGgR7t27x8bKvXz5EuPGjUPLli1x7dq1MutyHFfqzd/fH4B0SbmyytV0ayogHddXVkwf3iq6BFGfPn1Yy9ekSZOwcuVKxMfHs8+TiRMnYv369bC1tQUAhQSxKnXLY25uDnd3d7i4uLBeocePH2PWrFn49ddfNf7HiaYsT1VZr169YsfK7loo/+O1OhLVsj7PcnJy2P/jssbS1mbqzzKIRisqKsKkSZPQvn37MsewqUthYSHCwsJYi4W2tjbc3NxgZGSk5shIZfD5fEybNg2XL1/G06dPcenSJcycORM6Ojo4efIkjh8/jjFjxrC1Edu1a4cDBw6ge/fumD17NkxNTbF69WoMHTq03MlNyrhx4wYAaddeeWNDZV8Ssp1iALBJNF5eXmWOpf1wpYOStGzZEoGBgbh+/Tp69uwJQDr+tGfPnvjuu+9U8nrrm6NHj6Jr164oLCzEihUrYGdnB4FAgI8++gj79+/HsmXL0LJlSwAo9u9Xlbpl+eyzz/Dy5UtEREQgNTUVKSkp2LlzJwDgm2++QZ8+fUqcsKMpNGUyVWXJN8rY29srVUd+cpv8yiSqsmHDBixZsgTJyckKj4eHh2Pw4MGIiopChw4dMGjQIJU/tyagJidSqvz8fIwaNQpnzpwBIF0eJywsTCMmTQHS+F69esUmNggEAri6ukJXV1fNkRFVS09Px8yZM2FlZYXNmzcDAObNm4fk5GRcvnyZJW5isRgjR47EqVOncObMGdZFW1myLkBnZ+dyy8q+1GTdcADYGEXZftylqcjwme7du+Py5csIDg7GzJkz8eLFC6xZswYCgUAl4/PqkwYNGuD69es4duwYTp48iYiICGhra8Pd3R2TJ09Gjx490LZtWwCAm5ubyupWhKWlJaZNm4a+ffuiVatWuHLlCrZu3Ypvvvmm8i+clEo2fAxQ/geGfMNIbm6uymMqKirC2rVr2fbSDRo0QGxsLKKjoyEWi9GmTRucPn1a7Ul+daFElZQoKysLgwcPZnunCwQCbN68WWOS1Ly8PISHh7NxqEKhEG5ubhAIBGqOjFSHOXPmIDk5GceOHUODBg2QnZ2Ns2fPolevXixJBaQtssuXL8epU6dw7ty5Kieqsh9BynwByLos5cvKlhQqb3Z8ZVpDvb298fDhQwwaNAiXL1/GTz/9hFmzZsHS0rLC56rPtLS0MHr0aIwePbrY30QiEZuxX9LOP1WpW1GNGzfGZ599ht9++w1//vmnxiaqqpr1L58wAtL/QzWxyoR8oqlso4d8Odn/eVWaOXMmRCIRLly4gPDwcDx//hympqbw9vbGmDFj8Nlnn2nEXJHqQokqKSY1NRX9+vVjsxgNDQ0REBBQbCajunAch8jISJak6uvro0mTJnX6P2p9dvbsWRw6dAjDhw/HyJEjAUjHkYnF4hInIclmwL5586bKzy2b+KTM+MfY2FgAit2AsuECiYmJZdZ9+/ZtpeLT1dXF1q1b4e7ujqKiIoSGhmLo0KGVOpemqe5Z/8q4fPky8vPz4eTkhKZNm9ZY3dLIWvYrs4pATVHVrP8Pu939/PxqpMdAtgQdoHxPh/x23NWxNbeVlRV+/PHHOr2of1koUSUK4uLi0KtXL7aUhrm5OS5cuKBRa7PxeDw4OTkhPDycJanV8eFA1O/du3f48ssvYWFhgW3btrHHZZMLSppkIGuJUcVkus6dO+PAgQO4du0acnJyypwUc+nSJQBQ2MGmWbNmOHnyJK5duwaRSFRqTFVJsBo3blzpupMmTVLLRCllREZGsqETypBPMFRFtpnEZ599VqN1SxMdHQ1A+bGTtVlsbKzCuPCaWrNXvtdQ2UmZ8qs60PwI1aubAxpIpYSHh6Nbt24sSbW1tcX169c1KkmVMTQ0hJubG1xdXSlJrcO++eYbJCQkYPPmzQrLOsm2xb1x40axbnPZLPiqLPgtM2rUKBgaGiIzMxPfffddqeVOnDiB+/fvQ1tbW2GBcFnrZmJiIrZu3Vpi3YSEBGzcuLHEv8kvuVaaoKAgANIfcMpMyqotqnvWf3k2bNiAoKAgWFtb4+uvv672um/fvi1zRn98fDxbBm3YsGEViqcmqWoylbGxscKtphJV+R+jynbjy5ejRFX1KFElAIDMzEx4eXmxFgwXFxeEhobC09NTzZFJlfRlbWBgUGcHjxNpC6W/vz8GDRqEsWPHKvytUaNGaN++PZ4+fYpvv/2WjSV9/PgxFi9eDB6Ph3HjxlU5BnNzc7ZF4pYtWzB58mSFVr7c3Fxs3boV48ePByBdbFx+qZpWrVph+PDhAIAFCxZg3bp17EuN4zhcvXoVXl5eCkm4vJs3b8Ld3R1+fn54+vSpQiJTUFCA48ePsxbRkSNHlriczrNnz6p8e/fuXaWvoSbbvXs3bty4AbFYzB4LDw/H559/joULF0JbWxt79uwpcVJNZetGRUXB1dUVbm5uCjPMz507hy5duuDEiRNsqT1A2lq3b98+dOnSBenp6WjZsmW5uyWpU21fnkp+oxhlF9CXH6Ii+xFNVIgjtU5mZiYHgMvMzFTpeX/99VcOANe8eXMuISFBpeeuioSEBO7+/ftcbGysukMhNSQrK4tr3LgxZ2pqWup78fbt25yenh4HgNPV1eVsbGw4ABwA7rvvvqvQ83388cccAG7x4sUl/n3NmjWclpYWO3/Dhg05R0dHTiAQcAA4Ho/HLV26lJNIJMXqpqencx06dGB1hUIh5+TkxJmamrL/b/fu3WN/f/XqFavr7+/PHgfA6enpcY6OjpyjoyOno6PDHh8wYACXlZVVYuzy9St78/f3V+o6yuK1trZWqry6DR48mAPAaWtrc40bN+YaNGjAXrO5uTl36tQpldfdsGEDK7dhwwb2+N69e9njfD6fs7Oz42xtbTkej8ce79atG5eUlKTiq6Aasu+l+/fvcy9fvqz07f79+yr/fouOjmbX0N3dvcyyT548Ubjeyjh16hSr880336giZCKHxqgSZu7cuTAyMsLQoUNhZmam7nDAcRzi4uLYcj/JyckwMTGhrpV6YOHChXjz5g38/f3RsGHDEst07NgRoaGhWL58OUJDQ/Hu3Tu0bdsWc+bMUem4QABYsmQJBg4ciM2bN+PatWuIi4sDIB0f6u3tjdmzZ7M1Mz9kZmaG69evY/v27Th06BBevnyJt2/fwsXFBYsXL8bcuXMVWtbkW+DGjBkDHR0dXL58GY8ePUJMTAzevHkDAwMDuLm5oVOnThg7dqzGTHSsbSZPnozCwkI8ffoUSUlJMDIyQrt27TBo0CB8+eWXZe70U9m6gwcPxvbt28Hj8RRWpRgzZgyKiopw8uRJPHnyBMnJyeDz+WjcuDE6dOiAcePGYdCgQWpvcSyPqiZTtW/fHnw+H7NmzWK7w9UENzc38Pl8iMViPHnyBGKxuNzhZbKJxwBK/RwglcfjOFolurbJysqCiYkJMjMzy12EvCyxsbEaOyif4zi8fv0aaWlp7DE7O7tSu0gJqc3OnTuHAQMGQE9PD1lZWbSrGql1ZN9LDx8+rFJjQnZ2Ntq0aVPl7zd5MTExcHJyAiBdFUQ2D6M03bt3R2hoKADg9u3b6NixY5nlu3btir///htaWlpISkqiJeJUjAb41VO7du1CkyZNEBAQoO5QipFt2SqfpDo4OFCSSuqss2fPAgA6dOhASSqp1Wr7zlQAFFq69+zZU2bZ8PBw/P333wCkCS4lqaqn/ncEqXFr167Fl19+icLCQowaNYotSq0JxGIxIiIi2OQNHo8HZ2dnNGjQQL2BEVJJ5e3N/vDhQ7ZX9+TJk2siJEJIGSZMmAB9fX0AwN69e8vcPnzhwoXseNGiRdUeW31EiWo9wnEclixZgiVLlrDHvvrqK3h4eKgxqv8RiUQIDw9HdnY2AOkv8yZNmmjEeFlCKmvYsGFYtmwZ/vnnH4WltDIyMrBt2zZ88sknKCgoQJcuXVSyUgEh6lTbZ/0D0o0+Zs+eDQAoLCzE4MGDizXoiMViLFy4kPVKenl5wdfXt8ZjrQ+oj6meEIvFmDlzJnbt2sUe++mnn7BkyRKN+GAApDsJybav4/P5aNKkSZkLrBNSG6SmpmL16tVYvXo1DA0NYWVlhfz8fCQmJrLE1dvbG8eOHaNuf1LrqWoylbqtWrUKISEhuHPnDqKiotCiRQv069cPHh4eyMrKQmBgIFuqztbWFkeOHFFzxHUXfSrWA4WFhZgwYQKOHTsGQPqLd/v27Zg+fbqaI1NkZ2eH3NxccBwHV1dXhR1CCKmt9u/fjyNHjuDChQuIjY1FfHw8tLW14eTkhI4dO2L06NEYOHCgxvxgJEQTqGvWv4xQKMTZs2cxbtw4XLp0CWKxGGfPnmXjyWXatGmDo0ePlro6Cak6mvVfTWJiYrBjxw5cvnwZUVFRyM/Ph5WVFVtOZvDgwZX+YqrIrP+8vDwMHz4cgYGBAKTbSh44cACjR4+u1HNXt/z8fPB4vBrbhYQQQkjVyb6Xnj17VuVZ/82aNVPrrH95HMfhxIkT8Pf3x9OnT5GSkgIrKys0bdoU48ePx6hRoyAQCFQSJykZJarVYN26dVi2bBnbLacknTp1wpEjRyq1i4WyiSrHcejXrx8uXrwIANDV1cWJEyc0ZhxNXl4edHV1NaarhxBCSOXIvpeeP39e5US1adOmKk1USe1GGYKKrVixAosXL2ZJqqurK2bPno0lS5agX79+rBX19u3b8Pb2RnJycrXFwuPxsGDBAggEAhgbG+PSpUsak6RmZWUhLCwMkZGRxfZqJ4QQQggBaIyqSj1+/Bg//PADu7906VL4+flBR0eHPfb3339j9OjRiI2NRUxMDBYsWIADBw5UW0w9e/bE8ePHYW9vj9atW1fb81RERkYGoqOjwXEcsrKykJSURON7CCGkDqgrk6mI5qB3hArt3LmTrZk4ZMgQ/PjjjwpJKgB06dIFBw8eZC2rR48eRXp6uspiSEpKKtZCOWjQII1JUlNTUxEVFcViNDU1pYX8CSGkjqgLy1MRzUKJqgrdvXuXHS9YsKDUcl5eXujUqRMAoKioCI8ePVLJ89+/fx/NmjXD6tWrVXI+VUtOTmbLeQCAhYUFnJ2d6Rc0IYQQBe3bt0fTpk2xbds2dYdC1Iy6/lWooKCAHTdu3LjMso6Ojrh16xYA6Uz3qgoODsbAgQORk5OD5cuXw8XFBWPGjKnyeVUlPj4eSUlJ7L6VlRXs7Ozo1zMhhNQhqur6v3fvHk2mIgCoRVWlXF1d2bF8y2FJoqKi2LGbm1uVnvfMmTPo27cvcnJyAGjWDhkcx+HNmzcKSaqtrS3s7e0pSSWEkDqGuv6JqlGiqkLjx49nxxs2bCi13JUrV9gwgS5duigkuBV18OBBDBs2jLXm9u/fH4GBgTAxMan0OVUpJSUFb9++Zfft7e1p4hQhhNRRshbVqtwIkUfvCBUaNmwYfHx8AAABAQFYuHChwnAAQNpFP2HCBHAcB11dXWzatKnSz7dz505MmDABYrEYADB27FicOnVKo3Z0srS0ZNugOjo6wsrKSs0REUIIIaS2oAX/VSwrKwu+vr64efMmAMDJyQm+vr4wMjLC48ePcfHiRXAcBwMDAxw+fBiDBg2q1HN82GI6c+ZMbNmyRSN/jYrFYuTm5tJ4I0IIqaNk30vR0dFVXvDfycmJFvwnDCWq1UAsFmPo0KH466+/Svy7vr4+rl+/jrZt21bq/B8mqsuWLcOqVas0YmyPSCSCRCKhLeUIIaQekX0vxcTEVCnBzMrKgqOjIyWqhKFZ/yqWkJCAiRMn4sqVK6WWycvLQ58+ffCf//wHQ4cOLfecBQUFCkMIMjMz2fHq1asxe/ZsZGdnVy1wFSgsLGQ7Tbm6uhZbQ5YQQoj6GBkZVXuDRlW/i2T127dvDz6fj1mzZmHWrFmqCI3UVhxRmTdv3nAODg4cAA4A1717d+7s2bNceno6l5eXxz1+/JibO3cup62tzQHgeDwet2fPnnLP6+fnx85JN7rRjW50o1tlbikpKdX2/ff+/XvOxsZGJXHa2Nhw79+/r7ZYSe1CXf8lCA4ORnBwcLnl5s2bB1NTUwAAx3Ho2rUrWxt1xowZ2Lp1a4ljRi9fvowBAwagsLAQAoEA9+7dQ4sWLUp9ng9bVN+9ewcHBwe8efNGY2b31yZZWVmwt7dHbGwsdS1VEF27yqNrVzV0/SpPdu3evXtXrd8Z+fn5KCwsrPJ5BAIBdHV1VRARqQuo678EwcHBWLlyZbnlJk2axBLV48ePsyS1WbNmZU5s6tWrF/z8/LB06VIUFhbiu+++w9mzZ0t9HqFQCKFQWOxxExMT+sCuAmNjY7p+lUTXrvLo2lUNXb/Kq+5uf11dXUowicpp3hTxWmrfvn3seNasWeDz+WWWnz17NhvDeeHCBaSmplZrfIQQQgghtQ0lqiVYsWIFOI4r9+bo6MjqyBbwB4COHTuW+xzGxsbw8PAAAEgkEoX6hBBCCCGEElWVkZ+JL1vgvjwGBgYl1i+PUCiEn59ficMBSPno+lUeXbvKo2tXNXT9Ko+uHanNaDKVitja2iIxMREAcO3aNXh7e5dbx97eHnFxcQCAS5cuoVevXtUZIiGEEEJIrUItqioiv3h/YGBgueWfPHnCklQtLS20atWqukIjhBBCCKmVKFFVkVGjRrHj33//HW/evCm1rEQiwcKFC9n9Tz75BJaWltUaHyGEEEJIbUOJqoqMHTuWtYpmZmaid+/eePr0abFyqampGD16NC5fvgxA2pq6evXqmgyVEEIIIaRWoDGqKhQdHY0uXbogKSkJgDQJ7d69O9q0aQOhUIjw8HAEBgYiNzeX1fntt98wZ84cdYVMCCGEEKKxqEVVhZycnHDv3j02kUoikSAkJASbNm3Czz//jBMnTrAk1dzcHEePHlVJkhoTE4PFixejTZs2MDU1ha6uLho3boxPP/0Up0+fBv0WKV9ubi62b9+O3r17w9raGjo6Ouw6+vr6Yvfu3eoOsVbIzc2FhYUFeDweeDwe9u7dq+6QNFJERASWLVuGDh06wMbGBgKBAObm5ujQoQOWLl3Kxq/Xd//++y++/vprNG/eHKampjA2NoanpyfmzZuH58+fqzs8jfbXX39h0qRJcHNzg6mpKYRCIWxtbTFo0CDs27dPJTtIEVIjanzT1nriypUr3JQpUzh3d3fOyMiIEwgEnK2tLde3b19u8+bNXHZ2tkqeZ+3atZyOjk6Z+yZ36tSJi4mJUcnz1UXnz58vd49qa2trdYdZK2zcuFHhuvn7+6s7JI1SVFTELViwoNz/s0KhkNu+fbu6w1UbsVjMrVy5kuPz+aVeIx0dHe6XX35Rd6gaJzIykuvUqVOZ7y8AnIeHB/fs2TN1h0tIuajrvxZbsWKFwlavrq6u6NOnDwwNDfHkyRMEBgay1lRHR0fcvn0b1tbW6gpXI61evRrLli1j962treHj4wM7Ozvk5OQgNjYWoaGhEAgEbEgHKVlubi5cXV3ZMm0A4O/vj0mTJqkvKA0zYcIEHDx4kN1v06YNWrduDSsrK7x58wYXLlxAeno6+/uOHTswffp0dYSqVgsWLMAvv/zC7nt7e6NNmzbIy8vD5cuXERkZyf5WX69RSZKTk+Hp6Ym0tDQA0i1NfXx84ObmBi0tLTx+/BjXrl2DRCIBIP28u3PnDhwcHNQZNiFlU3OiTCrp0aNHnJaWFvt1vHTpUq6wsFChzM2bNzl7e3tWZvz48WqKVjP95z//YdfG2NiY27NnD1dUVFSsXEFBAXflyhU1RFi7rFy5slirDbWoKurYsSMHgOvRowf34MGDYn/PycnhJkyYwK6fgYEBl5CQoIZI1ScgIIC9fjMzMy4kJETh7yKRiFu0aBErIxAIuKioKDVFq1levHjBWpuXL1/OpaamFivz5MkTztHRkV2/oUOHqiFSQpRHiWotNX36dPZBM2TIkFLLhYSEcDwej314paWl1WCUmis8PJwTCAQcAM7c3Jx7/vy5ukOq1WJjYzlDQ0MOANegQQNKVEvRuXNnbsOGDZxEIim1jEgkUui6/emnn2owQvWSSCRcs2bN2GsPDAwstezAgQNZuenTp9dglJrrxYsXnJ2dHff48eMyyz158oQNq+DxeFx8fHwNRUhIxdFkqlrq7t277HjBggWllvPy8kKnTp0AAEVFRXj06FG1x1YbLFiwgE0mOHr0KDw8PNQcUe02e/Zs5OTkwMHBAZ9//rm6w9FYmzZtwvz588Hj8Uotw+fzMW/ePHY/KCioBiLTDBcuXMCzZ88AAH379kWfPn1KLbt27Vp2fODAAZocBOkk3Rs3bqBly5ZllmvRogXbCZHjOFy7dq0mwiOkUihRraUKCgrYcePGjcss6+joyI7z8/OrK6Ra48WLFwgICAAAjBgxAj179lRzRLXbiRMn2PVct24ddHV11RyR5urYsaNS5Vq3bs2OExISqiscjXP69Gl2PHXq1DLLenh4oF27dgCk46NDQ0OrM7RawcrKSuHzviz19T1Gah9KVGspV1dXdvz69esyy0ZFRbFjNze3aouptpCfzDJ37lw1RlL7ZWZmsiXWevTogU8//VTNEdUNfD6fHXP1aL7r+fPnAQA8Hg8+Pj7llpctBQgA169fr66w6qT6+h4jtQ8lqrXU+PHj2fGGDRtKLXflyhU2TKBLly4KCW59dezYMQCAvb09unXrpuZoarclS5YgISEBAoEA27ZtU3c4dYb8FsxWVlZqjKTmpKamIj4+HgDw0UcfwdTUtNw67du3Z8fh4eHVFVqdVB/fY6R20lZ3AKRyhg0bBh8fH1y9ehUBAQFYuHAhfvzxRwiFQlYmODgYEyZMAMdx0NXVxaZNm9QYsWZITU1FREQEAMVu2Ly8PAQFBSEmJga5ubmwtraGl5cXnJ2d1RWqxrtw4QJ27twJQJqwfvTRR2qOqO54+PAhO5bvoq3LXr16xY5dXFyUqiPfzU2JasXUx/cYqZ0oUa2leDweTp48CV9fX9y8eRMbNmzAiRMn4OvrCyMjIzx+/BgXL14Ex3EwMDDA4cOH0aFDB3WHrXbyH84tWrSARCLBqlWrsHHjRmRnZxcr//HHH2PTpk30Qf6BpKQkTJo0CRzHoWnTpli6dKm6Q6ozRCIR+wEAAMOHD1djNDVHfoiSvb29UnUaNWrEjlNTU1UeU111/fp1NmmtSZMm5U6+IkSdKFGtxYyNjRESEoKhQ4fir7/+QnR0dLHuV319fYSEhKBt27ZqilKzyG+7aGFhgREjRuDUqVOllg8JCUHXrl3x559/wtfXtyZC1Hgcx2HixIlISUmBtrY29u7dC4FAoO6w6oyffvqJtQ5269at3gxPycrKYscmJiZK1TEyMmLHsu2pSdnev3+PGTNmsPtLlixRYzSElI/GqNZiCQkJ6Nu3L/76669Sy+Tl5aFPnz5lJmP1ifyuP/v378epU6dgZmaGdevWISoqCgUFBUhISMCePXtYt+L79+8xZswYhRaf+uyXX37BpUuXAABLly5VGCdIqubYsWNstzl9fX2FltW6Tj7RVHblCPlyeXl5Ko+prhGJRBgzZgz7wd6jRw9MnjxZzVERUjZKVGup2NhYdOnSBVeuXAEAdO/eHWfPnkV6ejry8vLw+PFjzJ07F9ra2khLS8Pw4cPh7++v5qjVLzMzkx3fuXMHdnZ2uHfvHhYuXAgnJycIBAI0bNgQkydPxoMHD+Dp6QlA2tqzYsUKNUWtOW7duoXvvvsOgHRy3vLly9UcUd2xa9cujB07FhKJBHw+HwcPHkTTpk3VHVaNkV86T0dHR6k68jPX5Y9JcTk5ORg8eDBbSs7d3R1HjhyBlhalAUSzUde/mgUHByM4OLjccvPmzWOzYDmOw6hRo9iyVDNmzMDWrVsVPnBatmyJX3/9Ff3798eAAQNQWFiI6dOno23btmjRokV1vJQaV5lr92H34P79+0uduGFubo7du3ejc+fOAIAjR45g+/btMDQ0rFLcmqAy1y4hIQHDhw9HUVERLCwscOTIkXqbHFTm+pUmPz8fX331FXbv3g1A2kp48OBBDB06VAWR1h56enrsWH6d6LK8f/+eHcsPAyCKnj17hhEjRiAsLAyA9Pvh/PnzsLS0VHNkhChBfZtiEY7jOD8/v2L7o5d0i46OZnWOHj3KHm/WrBknEonKfI7Vq1ez8v3796/mV1RzKnPtZs+ezR5v27atUs/j6emp1JaOtUlFr11+fj7XoUMHDgCnpaVV5nWQP3dd3UK1Mu+9koSHh3MtW7Zk5Rs3bszduXOnZl6EhtmxYwe7DgsWLFCqTnJyMqvj4eFRzRHWTvv27eP09fXZdRo5ciSXlZWl7rAIURq1+ddC+/btY8ezZs0qt1Vr9uzZrCvtwoUL9Xp2rLGxMTuWtZSWR75ceZsr1FVffvklW4/Xz8+vzK0tiXIuXLiAdu3a4cmTJwCAwYMH49GjR/V2dQ4LCwt2nJSUpFQd2bqrAODg4KDymGozkUiEWbNmYeLEicjLy4Ouri62bt2KY8eOUeszqVWo61/NVqxYUeGxj7KEAVBuS0ZjY2N4eHjg6dOnkEgkuHv3bp2YwV6Zaye/7I18V2NZ5BfDzsnJqdDzaaqKXLu//vqL/Tji8Xi4efMm+vbtW2p52Tq1gHTi1ZEjRwAAvXr1wvz58ysftAapzHtP3o4dOzB79mxIJBIIBAJs2LABX331leoCrIXc3d3ZcUxMjFJ15H841qfxvOXJzc3F0KFDcfnyZQDSHQn//PNPNG/eXM2REVJxlKjWQvITgpQdL2lgYFBi/fpG/oM6MTFRqTrykzzMzc1VHpOmS0tLY8ccx7EZ/8p49uwZW6/RxsZG5bHVRjt27MDMmTMBANbW1ggICFDqB2dd5+bmBj6fD7FYjCdPnkAsFpfbW3T//n12TGuBShUWFsLX15dtKTtw4EAcOnSIWlFJrUVd/7VQgwYN2LF811dZYmNjS6xf37Rq1YotafP3338rVefFixfs2M3NrVriIvVDaGgo5syZA0DaVX379m1KUv+frq4uG2aTnZ2tkISW5tq1awAALS0t9OvXr1rjqy3mzp3LktTJkyfj9OnTlKSSWo0S1VpIfvH+wMDAcss/efIEcXFxAKQf6K1ataqu0DSegYEB+0KLiopCUFBQmeUzMjIQEhICQLoIeX0cPyjbgUrZm5+fH6vr7+/PHt+7d6/6XoQG4DgOM2bMgEgkgq6uLs6dO6ewBSiRjtOV2bNnT5llw8PD2Y/N7t270wx2SIeFydbe/fjjj7F7925aforUevQOroVGjRrFjn///Xe8efOm1LISiQQLFy5k9z/55JN6/4H+xRdfsOOvv/5aYYmbD61YsYItJD516lRoa9NoGVI5QUFBbBjE1KlT2Rq95H8mTJgAfX19AMDevXvZ9SqJ/OfaokWLqj222mDLli3gOA6AdHw4JamkLqB3cS00duxY1iqamZmJ3r174+nTp8XKpaamYvTo0WxAvZaWFlavXl2ToWqkfv36wcfHBwDw9OlTDBw4ECkpKQplioqK4Ofnh82bNwMALC0tFb4YCako2f9DAOjZs6caI9Fc1tbWmD17NgDpWMvBgwcrbHsMAGKxGAsXLmQL13t5edWJyaGqINsAxszMjLbNJnUGNQ/VQlpaWjh58iS6dOmCpKQkhIWFoXXr1ujevTvatGkDoVCI8PBwBAYGKixwv2nTJhoP9//27t2LLl26IDY2FlevXoWLiwv69+8PJycnpKWlITAwkI3rFQqFOHToEKytrdUcNanNwsPD2XFAQAAePXqkdF1TU1PMmzevGqLSPKtWrUJISAju3LmDqKgotGjRAv369YOHhweysrIQGBjIZvvb2tqyVSXqu+zsbIVlvSq6KoW3tze8vb1VGxQhqlDzS7cSVYmNjeW8vb3LXXTc3NycO3r0qLrD1Tjh4eFc27Zty7x2Dg4O3I0bN9Qdaq1SHxb8rwwfHx+lNgko7X1Yn7x9+5br3bt3mdekTZs2XHh4uLpD1RixsbGVfn8B4Pz8/NT9EggpEbWo1mJ2dna4du0arl69isOHD+PmzZtISEhAQUEBGjRogBYtWsDX1xeTJ0+uE9t+qlqTJk1w69YtHD58GIcPH8azZ8+QmpoKMzMzNGvWDMOGDcOUKVPYKgGEVIVIJFJ3CLVGgwYNEBgYiBMnTsDf3x9Pnz5FSkoKrKys0LRpU4wfPx6jRo2CQCBQd6gag95fpK7icdz/j7wmhBBCCCFEg9BkKkIIIYQQopEoUSWEEEIIIRqJElVCCCGEEKKRKFElhBBCCCEaiRJVQgghhBCikShRJYQQQgghGokSVUIIIYQQopEoUSWEEEIIIRqJElVCCCGEEKKRKFElhBBCCCEaiRJVQgghhBCikShRJYQQQgghGokSVUIIIYQQopEoUSWEEEIIIRqJElVCCCGEEKKRKFElhNQbq1atAo/HA4/Hg5eXl7rDIYQQUg5tdQdACCkuODgYn3zySZXPc+3aNXh7e1c9oDri4cOH7Lht27ZqjKR63b9/H2fOnMHt27cRHh6O9PR05ObmQl9fH+bm5nBycoKnpyc6duyIHj16oFGjRuoOmRBCSkSJKiGk3njw4AE7rouJ6o0bN7BgwQLcvXu3xL9nZ2cjOzsbr1+/RnBwMLZt2wYAmDZtGnbu3FmToRJCiFIoUSVEAzk6OsLPz6/Uv//4448Qi8UAUGY5R0dHVYdWa719+xZxcXHsfps2bdQYjWpxHIfFixdjw4YN4DiOPc7n8+Hq6gpLS0toa2sjLS0N4eHheP/+vUJ9CwuLmg6ZEEKUwuPkP9UIIbWCrq4uCgoKAAD0X1g5gYGB6NevHwDAwMAAWVlZ0NKqG8P0Z8yYgd9//53db968OZYuXYqBAwdCX19foaxIJMLjx49x6tQpHDlyBFFRUTh58iSGDh1a02ETQki5qEWVEFIvyHf7t2rVqs4kqUePHlVIUqdNm4bt27eDz+eXWF5bWxvt2rVDu3bt8MMPP+DUqVPo2rVrTYVLCCEVQokqIaRekE9U60q3P8dxWLhwIbvfqVMn7NixQ+kkXEtLC8OHD6+u8AghpMrqRpMCIYSUozIz/hMTE7Fu3Tr07NkTDRs2hFAohJGREdzd3TFt2jTcu3evUrGEhoZi1qxZaNq0KYyNjWFqaopWrVrBz88PSUlJrFzLli3ZclqbN28u8TyxsbHs/syZM+tMSzEhhAAAOEJIrSMUCjkAnLL/haOjo1l5d3d3juM4TiwWc1u3buU8PDw4bW1tDgB36tQpVsfPz4/V8ff3L/c51qxZw8r7+fmVW/7Fixfc/PnzuWbNmnHGxsacnp4e5+joyI0bN467ePGiUq9LWampqSw2ANw///xTZvm8vDxuwYIFnEAgUKhX0u3zzz/n8vPzlYojNjaW8/X1LfN85ubm3PXr1zmxWMzp6emxx2/cuFHsfJs2bVKoe+vWrUpdH0II0VTU9U9IPfXFF19gz549Nf68EokEy5cvx/r161FUVKTwt5iYGMTExODQoUMYOnQoDh06BD09vSo/p3y3v56eHjw8PEotGx8fj/79++PJkyfsMW1tbTg7O8PW1haZmZn4559/IBKJAAD//e9/8fbtW5w+fRo8Hq/U8/7zzz/o27cvEhIS2GO6urrw9PSEsbExYmJiEB0djfT0dPTr1w9nz55ls/O1tLTQqlWrYueUb30FoLCqASGE1AWUqBJSD+3atQt79uyBpaUlhg0bBiMjIzx69KjMREsVOI7DhAkTcPjwYQDSBKxHjx6si/vp06e4evUqxGIxTp06hWHDhuH8+fNVjku+279ly5alTjRKSUmBt7c3IiIiAAACgQDfffcdpk+fDmtra1bu7du3+Prrr3Ho0CEAwJkzZ7B9+3bMmjWrxPOmpqZiwIABLEm1sLDAqlWrMHHiRBgYGLByN2/exNixY/HmzRuMHz+ePe7m5gZDQ8Ni5/1wRv+qVavg5eUFKyurMq8HIYTUFpSoElLPiEQirFmzBl5eXggICICpqSn7m2xt1uqybt06lqQ2bdoUR48eRbNmzRTKPH78GIMGDUJsbCwCAwPh7++PKVOmVOl5lVnoXyKRYMSIESxJtbCwwNmzZ9GpU6diZS0tLXHgwAGkpKTg8uXLAIA1a9Zg5syZxZJqiUSCMWPG4M2bNwCAxo0b49q1a3B2di523q5du+L8+fNo1aoV4uPjy435w9n6//zzD5ydnTF69GiMGDEC3t7e0NXVLbEuIYTUBjTqnpB6JjIyEtnZ2Th58qRCkgqg1JZGVYiPj8f3338P4H/J2odJKiBdOur48ePs/saNG6v83MrM+N+1axdu3LgBQHod/vjjjxKTVBkej4dvv/2W3Y+Pj8fjx4+LlTt48CCuXLmicN6SklQZT09PDBgwQOGx0mL28fFBjx49FB7Lzc3Ff//7X/Tr1w9mZmbw9vaGn58fbt26BYlEUurzEkKIJqJElZB6aO7cuTW+G9HmzZtRWFgIAFi/fn2Z3dMdO3ZkrYX//vsvIiMjK/28GRkZiI6OZvdLap0sKCjA8uXL2f2vvvoKvXr1KvfcnTt3Vphl/+LFC4W/i0QirFq1SuG8Xbp0Kfe8H7aUlrVKwalTpzBu3LgSh0fk5+cjJCQEq1atQpcuXWBvb4/ly5cjPT293BgIIUQTUKJKSD00bNiwGn/OM2fOAADMzMyUev6OHTuy4/v371f6eeXHpwqFQnh6ehYrc/LkSaSmpgKQTnBaunSpUufW1dWFiYkJu//u3TuFvx89epQl2QKBAAsWLFDqvA0aNGDHPB4PrVu3LrWssbExDh48iCdPnmDWrFmwsbEptWxCQgJ+/PFHuLq6IjAwUKlYCCFEnWiMKiH1jK6ubpmz3qtDeno6Xr58CQAwNDTEjz/+WG6dR48eseMPZ7dXhHy3f4sWLaCtXfxjTzZuFgAGDBigkCiWR37lAmNj41LP279/fzRq1Eipc+bl5bHjJk2aFDtvSZo3b46tW7diy5YtePz4MYKCgnDjxg0EBwcjMzNToWx6ejqGDh2KO3fuoEWLFkrFRAgh6kCJKiH1jKWlZY0vCi+/JFNsbCxWrlxZofpZWVmVfu7yFvqXSCQIDQ1l9/v27av0uUUiEXJycth9+eEUIpEIISEh7H7v3r2VPm9aWho7ruguWrIW2NatW2P+/PkQiUS4du0aNm/ejLNnz7Jy+fn5WL16NY4ePVqh8xNCSE2irn9C6pkPlzSqCR+26FVUVVYjKG/G/6tXrxS67CuSGMpaiWWaN2+ucN7c3Fx2X34oQ3nkJ2VVdbtXbW1t9OrVC3/99RcWLVqk8LerV69W6dyEEFLdKFElhFQ7+eT4448/BsdxFbqtWLGiUs+blZWlMBGrpKQvMTFR4X7Dhg2VPv/t27fZsZ2dHezs7Nj9169fK5SVX4e1LGKxGH///Te7r+x2r8r4/vvvFVrT09LSim26QAghmoQSVUJIiQQCATuWHzNZmrK65+W7xJOTk6sWWAU8fPgQHMcBkL6ekpbDysjIULhvZGSk9PmPHDnCjj8cMiDfmgoUH79amsDAQIUxuVVtUZVnYGCgMNlKV1cXOjo6Kjs/IYSoGiWqhJASySdsymzN+eHSTPLs7e1hZmYGoHhXe3WS7/Zv3ry5QvIt8+FQiA8TzNL8+++/CAoKYvcnT55c5nllqwqUheM4hYlmTk5O7LqpglgsVliaytHRUWXnJoSQ6kCJKiGkRPJJzK1bt8osm5WVxRa1LwmPx0O3bt0ASCcv7du3TyUxlkeZhf7t7e0V7peVcMtwHIfp06ez1toOHToUWx9VfhgAIN0etTybN29WGE6gytZUADh79izy8/PZ/cGDB6v0/IQQomqUqBJCStSuXTu2iPz169fx77//llrWz89PYfZ7SaZOncqOV65ciZiYmHJjePPmTbGxnhVR3ox/QLqVq7m5Obv/559/lnve+fPns5UCeDweNm/eXKyMp6enwhqrGzduhEgkKvWcx48fx/z58xUeKynmtLQ0BAQElBvjhxISEjBnzhx2X09PD9OmTavweQghpCZRokoIKVHDhg3h5eUFQNoKOmrUqGJDAMRiMX788Uf8+uuvCsleSQYMGIDOnTsDkI4L7datm0LXubysrCysXbsWzZs3V9hVqiKys7MRHh7O7peWqPJ4PEycOJHd37lzJ65fv15i2dzcXEybNg2bNm1ij61cubLEGf18Ph/jx49n9x8+fIgRI0YoLNUFSCddzZo1C59++inEYrHCZKeSWlTv3LmDIUOGoEuXLjh+/Djb7ass586dQ6dOnfDmzRv22OrVq8vcypUQQjQBj5P1XRFCag1dXV0UFBQAAJT5LxwTEwMnJycAgLu7e7FllUoTGhoKLy8v9hwGBgbo378/XFxckJmZiYsXLyIyMhKenp4YMWIEWx/Vz8+vxJn6UVFR6NKli8KEqmbNmqFr166wsLBAVlYWXrx4gdDQUPb6rl27Bm9vb6XilXf9+nV8/PHHAAAdHR1kZ2dDKBSWWDY5ORktW7ZkcQkEAkyaNAl9+/ZFgwYNkJKSgtu3b+PgwYMKE51mzZqFrVu3lhpDcnIymjdvjrdv37LH+Hw+mjdvDjMzMyQmJiIsLAwcx0FLSwsbNmzAokWLIBKJoKWlhdTU1GJjVFetWgU/Pz9238LCAj169EDnzp3h5OQEc3NziEQivH37Fk+ePEFAQACeP3+ucI7ly5crbO1KCCEaiyOE1DpCoZADwCn7Xzg6OpqVd3d3r9Bz7dixg9PS0mL1P7w1bdqUi4qK4tasWcMe8/PzK/V8kZGRXOvWrUs9n/xt2LBhXFpaWoXildm0aRM7T6tWrcotHxoaypmamioVl0Ag4H755Rel4rh79y5naWlZ5vnc3Ny4S5cucSEhIeyxNm3alHi+IUOGKBVjSbeGDRtyx48fr9B1JIQQdaKuf0JImaZPn45Hjx5h8uTJcHJygq6uLszMzNCuXTts3LgRd+7cYa21ynB2dsaDBw9w9OhRjBw5Eg4ODtDT04NQKIS1tTW8vLywZMkS/PPPPzhx4kS5QwpKo8xEKnldu3bFvXv3MHjwYDY290O6uroYN24c/vnnH3zzzTdKxdG+fXu8fPkSy5YtQ4sWLWBoaAh9fX24uLhg5MiROHLkCP755x+2KL9Mnz59SjzfgQMH8Mcff2DMmDHFJmyVhMfjoU2bNti6dSvCwsIwYsQIpeImhBBNQF3/hBDygaSkJISEhCAuLg75+fkwNTXFRx99hM6dO1fbzl7Z2dlwcHBARkYGeDweXr16hSZNmpRbLz4+Hq9evUJ0dDQyMjLw/v176OnpwdTUFA4ODmjXrh1MTU2rJWZCCKlulKgSQogG+Pzzz7Fnzx4A0oln8q2rhBBSX1GiSggh1YDjuFKHEMgTi8VYsmQJNmzYAAAQCoV49uyZUq2phBBS19EYVUIIqQZHjx5lLaPyi+zLFBQU4OTJk+jYsSNLUgHgt99+oySVEEL+n7a6AyCEkLrowYMHOHfuHM6dOwdtbW24urrC0tISfD4faWlpePnypcIaqFpaWvj555/x5ZdfqjFqQgjRLJSoEkJINXj06BE7FolEePHiRanbszZr1gzbtm1jGywQQgiRojGqhBBSDdLS0nDq1CkEBwfj2bNniI2NRXZ2NrS0tGBmZobGjRujc+fOGDBgAHr27KnucAkhRCNRokoIIYQQQjQSTaYihBBCCCEaiRJVQgghhBCikShRJYQQQgghGokSVUIIIYQQopEoUSWEEEIIIRqJElVCCCGEEKKRKFElhBBCCCEaiRJVQgghhBCikShRJYQQQgghGokSVUIIIYQQopEoUSWEEEIIIRrp/wCVfZunutN1UAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "h_parity = plt.subplot2grid(shape=(1, 1), loc=(0, 0), colspan=1)\n", - "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n", - "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n", - "\n", - "# Calculate the point density\n", - "xy = np.vstack([training_performance['logS_true'],training_performance['logS_pred']])\n", - "z = gaussian_kde(xy)(xy)\n", - "\n", - "# Sort the points by density, so that the densest points are plotted last\n", - "idx = z.argsort()\n", - "x, y, z = training_performance['logS_true'][idx], training_performance['logS_pred'][idx], z[idx]\n", - "\n", - "\n", - "sc = h_parity.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n", - "cbar = plt.colorbar(sc, ax=h_parity)\n", - "cbar.set_label('Density')\n", - "\n", - "h_parity.set_xlim([-8, 2])\n", - "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n", - "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n", - "h_parity.set_ylim([-8,2])\n", - "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n", - "\n", - "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n", - "h_parity.set_xlabel(r\"True $logS$\")\n", - "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "h_parity.spines[['right', 'top']].set_visible(False)\n", - "h_parity.text(-3.5,-5.5, 'N = ' + f\"{len(training_performance)}\", fontsize = 20)\n", - "h_parity.text(-3.5,-6.5, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n", - "h_parity.text(-3.5,-7.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n", - "\n", - "h_parity.set_title(\"FASTSOLV train\", fontsize = 25)" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_21412\\137401042.py:91: UserWarning: FixedFormatter should only be used together with FixedLocator\n", - " h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(6.4*3, 4.8*2.5)) # Adjust the figure size \n", - "\n", - "# Top row: Venn diagrams and histogram\n", - "a_fastsolv_solutes = plt.subplot2grid(shape=(2, 3), loc=(0, 0), colspan=1)\n", - "vermiere_venn = venn3_unweighted(\n", - " [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n", - " (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n", - " subset_areas=(1000, 4*10, 23*10, 675, 309, 50, 60),\n", - " set_colors=(colors[1], colors[0], colors[2]),\n", - " alpha = 0.6\n", - ")\n", - "vermiere_venn.get_patch_by_id('110').set_color('#9FBCAA') # Overlap between Vermiere-train and SolProp\n", - "vermiere_venn.get_patch_by_id('101').set_color('#DEB7AD') # Overlap between Vermiere-train and Leeds\n", - "vermiere_venn.get_patch_by_id('011').set_color('#BEC583') # overlap between Solprop and leeds\n", - "vermiere_venn.get_patch_by_id('111').set_color('#bebd9e') # overlap between all\n", - "\n", - "\n", - "\n", - "# Adjust the position of the Venn labels to move them inside the plot\n", - "vermiere_venn.get_label_by_id(\"A\").set_position((0.2, 0.62)) # Manually adjust position\n", - "\n", - "a_fastsolv_solutes.text(-0.1, 1.05, \"a\", weight='bold', fontsize=30, transform=a_fastsolv_solutes.transAxes) # Adjusted panel label position\n", - "\n", - "b_venn = plt.subplot2grid(shape=(2, 3), loc=(0, 1), colspan=1)\n", - "our_venn = venn3_unweighted(\n", - " [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n", - " (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n", - " subset_areas=(704, 270, 0, 984, 0, 130, 0),\n", - " set_colors=(colors[5], colors[0], colors[2]),\n", - " alpha = 0.6\n", - ")\n", - "our_venn.get_patch_by_id('011').set_color('#BEC583')\n", - "\n", - "# Raised the panel label for \"e\" slightly higher\n", - "b_venn.text(-0.1, 1.6, \"b\", weight='bold', fontsize=30, transform=b_venn.transAxes) # Adjusted panel label position\n", - "\n", - "e_hist = plt.subplot2grid(shape=(2, 3), loc=(0, 2), colspan=1)\n", - "training_performance['logS_true'].plot(kind='hist', bins=120, color=colors[5], label='BigSolDB', ax=e_hist)\n", - "solprop['logS_true'].plot(kind='hist', bins=20, color=colors[0], label='Solprop', ax=e_hist)\n", - "leeds_all['logS_true'].plot(kind='hist', bins=10, color=colors[2], label='Leeds', ax=e_hist)\n", - "e_hist.spines[['top', 'right']].set_visible(False)\n", - "e_hist.set_xlabel(\"logS (mol/L)\")\n", - "e_hist.set_xlim([-10, 2])\n", - "e_hist.set_xticks([-10, -8, -6, -4, -2, 0, 2])\n", - "e_hist.legend(prop={'size': 20}, loc='upper left', frameon=False)\n", - "e_hist.text(-0.1, 1.09, \"c\", weight='bold', fontsize=30, transform=e_hist.transAxes) # Adjusted panel label position\n", - "\n", - "# Bottom ror\n", - "f_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 0), colspan=1)\n", - "\n", - "f_panel.text(-0.1, 1.08, \"d\", weight='bold', fontsize=30, transform=f_panel.transAxes) # Adjusted panel label position\n", - "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n", - "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n", - "logS_i, temperature_i = df.loc[row_i]\n", - "logS_j, temperature_j = df.loc[row_j]\n", - "\n", - "f_panel.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n", - "f_panel.set_xlabel(\"Temperature (K)\")\n", - "f_panel.set_ylabel(\"logS\")\n", - "f_panel.set_xticks([280, 310, 340])\n", - "f_panel.set_ylim([-3.2, 0])\n", - "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "f_panel.spines[['right', 'top']].set_visible(False)\n", - "\n", - "g_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 1), colspan=1)\n", - "g_panel.axis('off')\n", - "g_panel.text(-0.1, 1.1, \"e\", weight='bold', fontsize=30, transform=g_panel.transAxes) # Adjusted panel label position\n", - "\n", - "h_parity = plt.subplot2grid(shape=(2, 3), loc=(1, 2), colspan=1)\n", - "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n", - "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n", - "\n", - "# # Calculate the point density\n", - "# xy = np.vstack([training_performance['logS_true'],training_performance['logS_pred']])\n", - "# z = gaussian_kde(xy)(xy)\n", - "\n", - "# # Sort the points by density, so that the densest points are plotted last\n", - "# idx = z.argsort()\n", - "# x, y, z = training_performance['logS_true'][idx], training_performance['logS_pred'][idx], z[idx]\n", - "\n", - "\n", - "sc = h_parity.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n", - "cbar = plt.colorbar(sc, ax=h_parity)\n", - "cbar.set_label('Density')\n", - "h_parity.set_xlim([-8, 2])\n", - "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n", - "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n", - "h_parity.set_ylim([-8,2])\n", - "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n", - "\n", - "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n", - "h_parity.set_xlabel(r\"True $logS$\")\n", - "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - "h_parity.spines[['right', 'top']].set_visible(False)\n", - "h_parity.text(-4.2,-5.75, 'N = ' + f\"{len(training_performance)}\", fontsize = 20)\n", - "h_parity.text(-4.2,-6.75, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n", - "h_parity.text(-4.2,-7.75, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n", - "\n", - "h_parity.set_title(\"FASTSOLV train\", fontsize = 25)\n", - "# Move the panel label \"i\" outside and aligned at the top\n", - "h_parity.text(-0.2, 1.1, \"f\", weight='bold', fontsize=30, transform=h_parity.transAxes) # Moved label outside and higher\n", - "\n", - "# Adjust layout\n", - "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "PythonDeepChemENV", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/figure_4.ipynb b/paper/figures/figure_4.ipynb deleted file mode 100644 index 0775e10..0000000 --- a/paper/figures/figure_4.ipynb +++ /dev/null @@ -1,1314 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib\n", - "from matplotlib import pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "import numpy as np\n", - "import fastprop\n", - "import os\n", - "from rdkit import Chem\n", - "import scipy\n", - "from matplotlib import cm\n", - "from matplotlib.colors import Normalize \n", - "from scipy.stats import wasserstein_distance\n", - "from sklearn.metrics import mean_squared_error \n", - "from sklearn.metrics import mean_absolute_error\n", - "import seaborn as sns\n", - "import warnings\n", - "warnings.filterwarnings('ignore', category=RuntimeWarning)\n", - "from scipy.stats import pearsonr\n", - "\n", - "colors = sns.color_palette(palette='Accent').as_hex()\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "def gradient_analysis(df):\n", - " grouped_predictions = df.groupby(['solvent_smiles', 'solute_smiles'])\n", - " # Create a list of smaller dataframes\n", - " sub_dfs = [group for _, group in grouped_predictions]\n", - "\n", - " total_predicted_gradients = []\n", - " total_true_gradients = []\n", - " for df in sub_dfs:\n", - " if(len(df) > 1):\n", - " total_true_gradients.append(np.gradient(df['logS_true'], df['temperature']).flatten())\n", - " total_predicted_gradients.append(np.gradient(df['logS_pred'], df['temperature']).flatten())\n", - " \n", - " true_grads = np.concatenate(total_true_gradients).ravel()\n", - " pred_grads = np.concatenate(total_predicted_gradients).ravel()\n", - " mask = np.isfinite(true_grads) & np.isfinite(pred_grads) \n", - " true_grads = true_grads[mask]\n", - " pred_grads = pred_grads[mask]\n", - " \n", - " mse = mean_squared_error(true_grads, pred_grads)\n", - " mae = mean_absolute_error(true_grads, pred_grads)\n", - "\n", - " return true_grads, pred_grads, mse, mae\n", - "\n", - "def gradient_parity_plot(true_grads, pred_grads):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - "\n", - " bins = [100, 100] # number of bins\n", - " hh, locx, locy = np.histogram2d(true_grads, pred_grads, bins=bins, density = True)\n", - "\n", - " # Sort the points by density, so that the densest points are plotted last\n", - " z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads, pred_grads)])\n", - " idx = z.argsort()\n", - " x2, y2, z2 = true_grads[idx], pred_grads[idx], z[idx]\n", - "\n", - "\n", - " ax1.scatter(true_grads,pred_grads, c = z2, alpha =0.4, edgecolors = 'black')\n", - " ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n", - "\n", - " norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n", - " cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax1)\n", - " cbar.ax.set_ylabel('Density')\n", - "\n", - "\n", - " ax1.set_xlim([-0.1, 0.1])\n", - " ax1.set_ylim([-0.1, 0.1])\n", - " ax1.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n", - " ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - " ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1\n", - "\n", - "def pdf_plot(true_grads, pred_grads, bins):\n", - " true_grads_binned, true_grad_bins = np.histogram(true_grads, bins = bins, range = (-0.05, 0.05))\n", - " pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins = bins, range = (-0.05, 0.05))\n", - "\n", - " plt.figure(figsize=[6.4,4.8])\n", - " ax1 = plt.gca()\n", - "\n", - " ax1.stairs(true_grads_binned, true_grad_bins, label = r'ground truth')\n", - " ax1.stairs(pred_grads_binned,pred_grad_bins, label = r'predictions')\n", - " #ax1.set_xlim([-0.05, 0.05])\n", - " #ax1.set_ylim([-500, 22000])\n", - " ax1.set_ylabel(r\"Count\")\n", - " ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - " ax1.legend(prop={'size': 22}, loc = 'upper right', frameon = False) \n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1, true_grads_binned, pred_grads_binned, true_grad_bins, pred_grad_bins\n", - "\n", - "def cdf_plot(true_grads, pred_grads, bins): \n", - " # Compute histograms\n", - " true_grads_binned, true_grad_bins = np.histogram(true_grads, bins=bins, range = (-0.05, 0.05))\n", - " pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins=bins, range = (-0.05, 0.05))\n", - "\n", - " # Compute the CDF\n", - " true_grads_cdf = np.cumsum(true_grads_binned) / np.sum(true_grads_binned)\n", - " pred_grads_cdf = np.cumsum(pred_grads_binned) / np.sum(pred_grads_binned)\n", - "\n", - " distance = wasserstein_distance(true_grads_cdf, pred_grads_cdf)\n", - "\n", - " # Create the plot\n", - " plt.figure(figsize=[6.4, 4.8])\n", - " ax1 = plt.gca()\n", - "\n", - " # Plot the CDFs as step plots\n", - " ax1.step(true_grad_bins[:-1], true_grads_cdf, where='post', label='ground truth')\n", - " ax1.step(pred_grad_bins[:-1], pred_grads_cdf, where='post', label='predictions') \n", - " ax1.text(0.02, 0.2, f\"EMD = {distance:.2f}\", color = 'orange')\n", - " # Set axis limits\n", - " ax1.set_ylim([0, 1])\n", - " ax1.set_yticks([0,0.5 ,1])\n", - "\n", - " ax1.set_ylabel(\"Cumulative Probability\")\n", - " ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - " ax1.legend(prop={'size': 22}, loc='upper left', frameon=False)\n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins, pred_grad_bins\n", - "def stats(true, predicted): \n", - " mse = mean_squared_error(true, predicted)\n", - "\n", - " differences = np.abs(true - predicted)\n", - " within_1_unit = differences <= 1\n", - " percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n", - " return mse, percentage_within_1_unit\n", - "\n", - "def parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n", - " plt.figure(figsize=[6.4,4.8])\n", - " fig, ax1 = plt.subplots()\n", - " ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n", - " ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n", - " ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label)\n", - " ax1.set_xlim([-6,3])\n", - " ax1.set_xticks([-6, -3, 0, 3])\n", - " ax1.set_ylim([-6,3])\n", - " ax1.set_yticks([-6, -3, 0, 3])\n", - " ax1.set_ylabel(r\"$\\hat{logS}$\")\n", - " ax1.set_xlabel(r\"True $logS$\")\n", - " ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n", - " ax1.text(-2,-4.5, f\"RMSE = {np.sqrt(mse):.2f}\", fontsize = 20)\n", - " ax1.text(-2,-5.5, '% logS' + r'$\\pm$' + f\"1 = {percentage_within_1_unit:.1f}\", fontsize = 20)\n", - " ax1.spines[['right', 'top']].set_visible(False)\n", - " return ax1" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Fastprop performance on SolProp dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n", - "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n", - "fastprop_solprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n", - "fastprop_solprop_predictions\n", - "solute_smiles = fastprop_solprop_predictions.pop('solute_smiles') \n", - "solvent_smiles = fastprop_solprop_predictions.pop('solvent_smiles') \n", - "\n", - "both = fastprop_solprop_predictions.pop('smiles') \n", - "\n", - "fastprop_solprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n", - "fastprop_solprop_predictions.insert(0, 'solute_smiles', solute_smiles) \n", - "\n", - "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "text/plain": [ - "
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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "true_grads, pred_grads, mse, mae = gradient_analysis(fastprop_solprop_predictions)\n", - "gradient_parity_plot(true_grads, pred_grads)\n", - "ax1, true_grads_binned, pred_grads_binned, true_grad_bins_pdf, pred_grad_bins_pdf = pdf_plot(true_grads, pred_grads, bins =200)\n", - "ax2, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins_cdf, pred_grad_bins_cdf = cdf_plot(true_grads, pred_grads, bins = 200)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "chemprop predictions on SolProp dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n", - "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))\n", - "\n", - "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "true_grads_chemprop, pred_grads_chemprop, mse_chemprop, mae_chemprop = gradient_analysis(chemprop_solprop_predictions)\n", - "gradient_parity_plot(true_grads_chemprop, pred_grads_chemprop)\n", - "ax1, true_grads_binned_chemprop, pred_grads_binned_chemprop, true_grad_bins_pdf_chemprop, pred_grad_bins_pdf_chemprop = pdf_plot(true_grads_chemprop, pred_grads_chemprop, bins =200)\n", - "ax2, true_grads_cdf_chemprop, pred_grads_cdf_chemprop, distance_chemprop, true_grad_bins_cdf_chemprop, pred_grad_bins_cdf_chemprop = cdf_plot(true_grads_chemprop, pred_grads_chemprop, bins = 200)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "SolProp predictions on SolProp dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n", - "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n", - "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent_smiles\",\"Solute\": \"solute_smiles\", \"Temp\" : \"temperature\"})\n", - "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute_smiles', 'solvent_smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n", - " on=['solute_smiles', 'solvent_smiles', 'temperature'], \n", - " how='left')\n", - "solprop_solprop_predictions.pop('logS_pred')\n", - "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n", - "\n", - "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "true_grads_solprop, pred_grads_solprop, mse_solprop, mae_solprop = gradient_analysis(solprop_solprop_predictions)\n", - "gradient_parity_plot(true_grads_solprop, pred_grads_solprop)\n", - "ax1, true_grads_binned_solprop, pred_grads_binned_solprop, true_grad_bins_pdf_solprop, pred_grad_bins_pdf_solprop = pdf_plot(true_grads_solprop, pred_grads_solprop, bins =100)\n", - "ax2, true_grads_cdf_solprop, pred_grads_cdf_solprop, distance_solprop, true_grad_bins_cdf_solprop, pred_grad_bins_cdf_solprop = cdf_plot(true_grads_solprop, pred_grads_solprop, bins = 100)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Residual Error" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n", - "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "merged_fastprop = solprop_features.merge(fastprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n", - "merged_chemprop = solprop_features.merge(chemprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n", - "\n", - "# Calculate residuals for each model\n", - "merged_fastprop['squared_residual'] = (merged_fastprop['logS_true'] - merged_fastprop['logS_pred'])**2\n", - "merged_chemprop['squared_residual'] = (merged_chemprop['logS_true'] - merged_chemprop['logS_pred'])**2" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "def residual_cumsum(merged_fastprop, merged_chemprop, feature):\n", - " \n", - " #sort\n", - " merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", - " merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", - "\n", - " # Calculate cumulative residuals\n", - " merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", - " merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", - "\n", - " plt.figure(figsize=(12, 6))\n", - " plt.subplot(1, 2, 1)\n", - " plt.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'], label='Fastprop', color='blue')\n", - " plt.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'], label='Chemprop', color='red')\n", - " plt.title('Cumulative Residuals vs ' + feature)\n", - " plt.xlabel(feature)\n", - " plt.ylabel('Cumulative Residual')\n", - " plt.legend()\n", - " plt.tight_layout()\n", - " plt.show()\n", - " return" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "residual_cumsum(merged_fastprop, merged_chemprop, 'solute_nHetero')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "def avg_leeds(acetone, benzene, ethanol):\n", - " # weight average of the three Leeds sets based on dataset size\n", - " return (acetone * 324 + benzene * 397 + ethanol * 573) / (324 + 397 + 573)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Mean-guessing Baseline" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "baseline_leeds_results_replicate_1 = [\n", - " [1.0320014081273676, 1.0875248176306136, 1.1091777679417225],\n", - " [1.0325258376586919, 1.0872600591835906, 1.1080953499322557],\n", - " [1.0308492419162676, 1.08816756822006, 1.111677189423604],\n", - " [1.02976675966675, 1.0888579361048114, 1.1141973522394397],\n", - " [1.021339399908061, 1.1010218023082272, 1.1473382826518777],\n", - " [1.0221185369543442, 1.0986609017501938, 1.141809300954433],\n", - " [1.0225019277406213, 1.0977239087490607, 1.1395370151783468],\n", - " [1.0220899620699544, 1.09873550081136, 1.1419881602473827],\n", - " [1.0222431378250945, 1.0983438074719059, 1.1410457325647723],\n", - "]\n", - "baseline_solprop_results_replicate_1 = [\n", - " 1.0596170222892463,\n", - " 1.0600764961470845,\n", - " 1.0586118474168256,\n", - " 1.0576735265309962,\n", - " 1.0508416197744765,\n", - " 1.0513873189637901,\n", - " 1.0516714444019486,\n", - " 1.0513664732849264,\n", - " 1.051478785662978,\n", - "]\n", - "baseline_leeds_results_replicate_1 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_1]\n", - "\n", - "baseline_leeds_results_replicate_2 = [\n", - " [1.052422398030413, 1.0842809409393421, 1.0810465219075338],\n", - " [1.0530486422663659, 1.0843236276176862, 1.0804654896196446],\n", - " [1.064468383274447, 1.0859364067664783, 1.071521257598125],\n", - " [1.0328480796606656, 1.0871053127936603, 1.1074460132232844],\n", - " [1.0230000912599797, 1.096652726348915, 1.1368763081943298],\n", - " [1.0245445481857451, 1.0940293523336977, 1.1300182016614662],\n", - " [1.0212861487880267, 1.1012153350103637, 1.1477803695122848],\n", - " [1.0208575132856128, 1.1030212994054933, 1.1518341570312916],\n", - " [1.0211629430491502, 1.1016853332714294, 1.148847573089719],\n", - "]\n", - "baseline_solprop_results_replicate_2 = [\n", - " 1.0780078824185026,\n", - " 1.0785820047588262,\n", - " 1.0891117763804756,\n", - " 1.0603593826020425,\n", - " 1.0520507888725492,\n", - " 1.053275357924502,\n", - " 1.0508065563047457,\n", - " 1.0505415374561158,\n", - " 1.0507269731853042,\n", - "]\n", - "baseline_leeds_results_replicate_2 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_2]\n", - "\n", - "baseline_leeds_results_replicate_3 = [\n", - " [1.0215166973430607, 1.1235512304471333, 1.1921542511221856],\n", - " [1.0217991646268632, 1.1249198031819254, 1.194595666675122],\n", - " [1.0239560724975518, 1.1333071672586001, 1.2091233289934629],\n", - " [1.0201727942507235, 1.1128534359527684, 1.1721816483048668],\n", - " [1.0233218227930796, 1.0960304872408182, 1.1352966556576847],\n", - " [1.0214832399933074, 1.1005243674424996, 1.1461946802387821],\n", - " [1.0206116043329145, 1.1043663903924588, 1.1547766387412624],\n", - " [1.0215336704417277, 1.1003579128415355, 1.1458095898675373],\n", - " [1.022129004370582, 1.0986337554292627, 1.1417441420503431],\n", - "]\n", - "baseline_solprop_results_replicate_3 = [\n", - " 1.052564988307435,\n", - " 1.0529169783353587,\n", - " 1.0554616734762352,\n", - " 1.050599969987862,\n", - " 1.052300616683013,\n", - " 1.0509380897379963,\n", - " 1.0504109322604087,\n", - " 1.0509724636700106,\n", - " 1.0513949675839962,\n", - "]\n", - "baseline_leeds_results_replicate_3 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_3]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 1" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# fastprop-sobolev\n", - "fastprop_sobolev_solprop_results_replicate_1 = [\n", - " 1.0894436355257175,\n", - " 1.1721442132408688,\n", - " 1.0538208741900625,\n", - " 0.9496760013592687,\n", - " 0.9101050529427456,\n", - " 0.8612530334771499,\n", - " 0.8493672435150511,\n", - " 0.8206498066598069,\n", - " 0.8328533589756244,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_1 = [\n", - " [1.098086998274878, 1.0831588153410066, 1.000226309321898],\n", - " [1.0933644479748381, 1.1135018525731564, 1.1959273540861242],\n", - " [1.0588475452115977, 1.1067116846734186, 1.104706888814891],\n", - " [0.9349734427543177, 1.121364118212081, 1.263639219792161],\n", - " [0.825132921531389, 1.2484484596897076, 1.0482427090523379],\n", - " [1.0321969058209788, 1.2057028634683329, 1.0318606682209734],\n", - " [0.8578904310454997, 0.9761579273014561, 1.0291637648604577],\n", - " [0.8927274052050455, 0.99315855296711, 0.9973063970262499],\n", - " [0.8626893212359744, 0.9686162822954524, 0.9891065764318182],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_1]\n", - "# chemprop-sobolev\n", - "chemprop_sobolev_solprop_results_replicate_1 = [\n", - " 1.1497952565825045,\n", - " 1.0610892262698401,\n", - " 1.0555695600980208,\n", - " 0.9374059529391622,\n", - " 0.8831357715289297,\n", - " 0.8317885280848967,\n", - " 0.8224489219005123,\n", - " 0.8492062318078925,\n", - " 0.8306845218144837,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_1 = [\n", - " [1.1758190063792793, 1.0677919484098555, 1.0455104638627213],\n", - " [1.0616109589273472, 1.086435521670648, 1.1309164613507312],\n", - " [1.0618566445211848, 1.0926023306937676, 1.0485130420264637],\n", - " [0.93367056236705, 1.1824316745577537, 1.2347912510551324],\n", - " [0.8534371233233713, 1.1636187169234722, 1.120517972566954],\n", - " [0.947122484604459, 1.132224499491962, 1.0214675389763208],\n", - " [0.8733751637142293, 1.1091703852100927, 1.1400552829009736],\n", - " [0.8327461279572382, 1.0850306511995536, 1.0545368211279638],\n", - " [0.8181557795150924, 1.0234250400881229, 1.0474381772041559],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_1]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 2" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "fastprop_sobolev_solprop_results_replicate_2 = [\n", - " 1.0530312142392055,\n", - " 1.01082443776922,\n", - " 1.0604352741699203,\n", - " 1.056171392349218,\n", - " 0.8838042929417375,\n", - " 0.8696819698320853,\n", - " 0.8263247385013266,\n", - " 0.8137702015159498,\n", - " 0.829800696975973,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_2 = [\n", - " [1.085687409051615, 1.0636411676026372, 1.0678980626063548],\n", - " [0.9476257526131346, 1.1851077791567282, 1.0255855590307759],\n", - " [1.1549872998006494, 1.107313039641634, 1.0242152715325532],\n", - " [1.2250952651112454, 1.1985834949035263, 1.0317518597542947],\n", - " [0.8459161637467256, 1.0548880421668188, 0.9910356989046806],\n", - " [1.0189643692170085, 1.0691211427703733, 1.0185920870063536],\n", - " [0.9509314040069956, 1.0156656771062087, 1.0221064792619077],\n", - " [0.8548666252987315, 0.9626886334954792, 1.015161101069122],\n", - " [0.8910725199883144, 0.9587493247998533, 1.0447551559335],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_2]\n", - "chemprop_sobolev_solprop_results_replicate_2 = [\n", - " 1.097217560426087,\n", - " 1.0027572632525492,\n", - " 0.974258844934736,\n", - " 0.942819322026133,\n", - " 0.8180057143683156,\n", - " 0.8585457222845644,\n", - " 0.8587530424030824,\n", - " 0.8351084920718321,\n", - " 0.8584380850342703,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_2 = [\n", - " [1.0948089576398645, 1.077160170903479, 1.045944752477498],\n", - " [0.9868853446127274, 1.141529806875666, 1.20830475262909],\n", - " [0.9657469213687935, 1.0704294403163352, 1.0492885576991346],\n", - " [0.9825528047328009, 1.0375153400990733, 0.9874875500589523],\n", - " [0.8873905789101989, 1.2196964707687488, 1.1730644397528451],\n", - " [0.8914024685518382, 1.2216040906015468, 1.1472590780801453],\n", - " [0.8736265845603066, 1.1441671532568576, 1.0690269169248159],\n", - " [0.844797981584856, 1.0255509599186377, 1.010303946468873],\n", - " [0.8397956559092257, 1.0187280808409849, 1.069262249982172],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_2]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Replicate 3" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "fastprop_sobolev_solprop_results_replicate_3 = [\n", - " 1.0735340463533358,\n", - " 1.0748311478358001,\n", - " 1.0005034004413407,\n", - " 1.0015664696436568,\n", - " 0.9373605942603657,\n", - " 0.8792684981171591,\n", - " 0.8522644201935042,\n", - " 0.8327109661841252,\n", - " 0.8314312929420118,\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_3 = [\n", - " [1.0997668004928243, 1.1509695437844811, 1.0773525566319218],\n", - " [1.0310579134991291, 1.1174735053890554, 1.1733326824641266],\n", - " [0.9885269522900566, 1.2216113430153293, 1.131348827163996],\n", - " [1.6732090777177318, 1.258854927727087, 1.0944202313065068],\n", - " [1.0955278415997785, 1.0006046134422104, 1.0785887128891136],\n", - " [0.9530448266136291, 0.9926829361254309, 1.1106648019774872],\n", - " [0.8644083682827283, 1.004185154087811, 1.0850326519747846],\n", - " [0.8534027812395503, 0.9583454248238386, 1.0429539736295064],\n", - " [0.8530558009887815, 0.9777246405907664, 1.0544064910957893],\n", - "]\n", - "fastprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_3]\n", - "chemprop_sobolev_solprop_results_replicate_3 = [\n", - " 1.0432325749568507,\n", - " 1.0154006949148053,\n", - " 0.9487669818636513,\n", - " 0.9817818163851326,\n", - " 0.9013256254989784,\n", - " 0.892905237528099,\n", - " 0.8461729991998993,\n", - " 0.8096142296422029,\n", - " 0.8490784299941238,\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_3 = [\n", - " [1.0146586359977483, 1.0865769341874074, 1.1269892770592103],\n", - " [1.024397294822305, 1.1751097975592188, 1.124628703213362],\n", - " [0.9602975242743451, 1.2405920524636158, 1.1533060193313955],\n", - " [0.9964318042149054, 1.2029450025157578, 1.08050080122522],\n", - " [1.021758501189939, 1.1387094584511106, 1.1744960252898953],\n", - " [0.9219943510549928, 1.0952324992343274, 1.1841192113492767],\n", - " [0.8657208570376359, 1.0233809403496643, 1.0788230710135829],\n", - " [0.8397682880017594, 1.0064802116554226, 1.0910553235957072],\n", - " [0.7815839660728953, 0.9857042623579297, 0.990922539361896],\n", - "]\n", - "chemprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_3]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "# average across the replicates\n", - "baseline_solprop_results = np.mean(\n", - " [\n", - " baseline_solprop_results_replicate_1,\n", - " baseline_solprop_results_replicate_2,\n", - " baseline_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_solprop_results_stdev = np.std(\n", - " [\n", - " baseline_solprop_results_replicate_1,\n", - " baseline_solprop_results_replicate_2,\n", - " baseline_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_leeds_results = np.mean(\n", - " [\n", - " baseline_leeds_results_replicate_1,\n", - " baseline_leeds_results_replicate_2,\n", - " baseline_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "baseline_leeds_results_stdev = np.std(\n", - " [\n", - " baseline_leeds_results_replicate_1,\n", - " baseline_leeds_results_replicate_2,\n", - " baseline_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_solprop_results = np.mean(\n", - " [\n", - " chemprop_sobolev_solprop_results_replicate_1,\n", - " chemprop_sobolev_solprop_results_replicate_2,\n", - " chemprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_solprop_results_stdev = np.std(\n", - " [\n", - " chemprop_sobolev_solprop_results_replicate_1,\n", - " chemprop_sobolev_solprop_results_replicate_2,\n", - " chemprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_leeds_results = np.mean(\n", - " [\n", - " chemprop_sobolev_leeds_results_replicate_1,\n", - " chemprop_sobolev_leeds_results_replicate_2,\n", - " chemprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "chemprop_sobolev_leeds_results_stdev = np.std(\n", - " [\n", - " chemprop_sobolev_leeds_results_replicate_1,\n", - " chemprop_sobolev_leeds_results_replicate_2,\n", - " chemprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_solprop_results = np.mean(\n", - " [\n", - " fastprop_sobolev_solprop_results_replicate_1,\n", - " fastprop_sobolev_solprop_results_replicate_2,\n", - " fastprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_solprop_results_stdev = np.std(\n", - " [\n", - " fastprop_sobolev_solprop_results_replicate_1,\n", - " fastprop_sobolev_solprop_results_replicate_2,\n", - " fastprop_sobolev_solprop_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_leeds_results = np.mean(\n", - " [\n", - " fastprop_sobolev_leeds_results_replicate_1,\n", - " fastprop_sobolev_leeds_results_replicate_2,\n", - " fastprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "fastprop_sobolev_leeds_results_stdev = np.std(\n", - " [\n", - " fastprop_sobolev_leeds_results_replicate_1,\n", - " fastprop_sobolev_leeds_results_replicate_2,\n", - " fastprop_sobolev_leeds_results_replicate_3,\n", - " ],\n", - " axis=0,\n", - ")\n", - "# other lines for the plot\n", - "training_size = [\n", - " 20,\n", - " 50,\n", - " 100,\n", - " 200,\n", - " 500,\n", - " 1000,\n", - " 2000,\n", - " 3500,\n", - " 5215,\n", - "]\n", - "lower_experimental_limit = [0.7] * len(training_size)\n", - "upper_experimental_limit = [1.0] * len(training_size)\n", - "vermeire_leeds = [avg_leeds(2.1720, 1.9709, 2.1013)] * len(training_size)\n", - "vermeire_solprop = [1.4775] * len(training_size)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "fig, ax1 = plt.subplots()\n", - "\n", - "# hypothesized limit lines\n", - "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "\n", - "\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", - " chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n", - " linestyle=\"none\",\n", - " linewidth = 1,\n", - " color='black',\n", - " marker=\"o\",\n", - " markersize=10,\n", - " yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n", - " markeredgecolor = 'black',\n", - " capsize = 5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]*10 , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "\n", - "# ax1.errorbar(\n", - "# np.array(training_size)[np.r_[0, 3:9]]*10 ,\n", - "# chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", - "# linestyle=\"-\",\n", - "# linewidth = 1,\n", - "# color='black',\n", - "# marker=\"d\",\n", - "# markersize=10,\n", - "# yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", - "# markeredgecolor = 'black',\n", - "# capsize=5, \n", - "# fmt='none'\n", - "# )\n", - "#ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] *10,\n", - " fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n", - " linestyle=\"-\",\n", - " linewidth = 1,\n", - " color='black',\n", - " marker='o',\n", - " markersize=10,\n", - " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10, fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "# ax1.errorbar(\n", - "# np.array(training_size)[np.r_[0, 3:9]] ,\n", - "# fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", - "# linestyle=\"-\",\n", - "# linewidth = 1,\n", - "# color='black',\n", - "# marker=\"d\",\n", - "# markersize=10,\n", - "# yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", - "# markeredgecolor = 'black',\n", - "# capsize=5, \n", - "# fmt='none'\n", - "# )\n", - "#ax1.plot(np.array(training_size)[np.r_[0, 3:9]] *10 , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", - "ax1.plot([], [], label=\"Descriptor model\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "#ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Graph model\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "#ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.fill_between([0, 52500], 0.7, 1.0, label=\"Aleatoric range\", color='lightgray',alpha = 0.6)\n", - "ax1.set_xlabel(\"# training datapoints\")\n", - "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n", - "ax1.set_ylabel(\"Test RMSE (logS)\")\n", - "ax1.set_xticks([0, 25000, 50000])\n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "#ax1.title(\"Approaching Aleatoric Limit\")\n", - "ax1.legend(prop={'size': 16}, loc=\"upper right\", bbox_to_anchor=(1.1, 1.1), frameon = False)\n", - "#ax1.text(10, 0.72, \"Lower aleatoric limit\", fontsize = 16)\n", - "\n", - "plt.show()\n", - "# show vermeire?\n", - "# TODO: ADD A LINE TO THE PLOT WHICH SHOWS THE RESULT OF JUST PREDICTING THE MEAN (ACROSS ALL TRAINING DATA)\n", - "# COSMO can do this" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'#666666'" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "colors[-1]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Figure 4" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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zmD17NqdOnQL+ClkYjUa6d+/OI488wl133YWzs3MFVioiIiJyJYUrRERERERERERERESkXG3evJlZs2bx448/Eh0dDfwVtPD09GTw4ME8/PDDdOjQoSLLFBEREcmlcIWIiIiIiIiIlCmLxcKZM2cAcHFxoUaNGgWu/fbbb5kyZQpHjx7F29ub2267jTfffJPg4ODyKldERETKkd1u548//mDWrFn88ssvxMfHA38FLerXr88jjzzC0KFDC/0dQkRERKSsKVwhIiIiIiIiImVq2rRpPPLIIwB89NFHPP/88/mue+GFF5gwYQJw6UZLzk0Vf39/1qxZQ4MGDcqnYBEREakQ2dnZLF++nFmzZrFo0SJSU1OBS0ELo9FIr169eOSRRxg4cCBOTk4VXK2IiIhUNQpXiIiIiIiIiEiZuvvuu5k3bx5ubm5ER0fj5uZ2xZpFixYxcOBADAYD+b1U0bRpU3bv3p0buBAREZHKLT09nUWLFrFkyRLmzp1LZmZm7u8B3t7ePPDAAzz++OO0bNmyYgsVERGRKsNY0QWIiIiIiIiISOW2b98+DAYDnTp1yjdYATB69Ojcz0eMGMHFixc5deoUw4YNA2D//v38/PPP5VKviIiIVKyMjAyWL1/O/PnzWbZsGVlZWbkBTLvdTnx8PJMnT6ZNmzZ069aNjRs3VnTJIiIiUgWoc4WIiIiIiIiIlCkvLy9SUlL45z//ySeffHLF/hUrVtC7d28MBgO33347CxYsyN1ntVqpVasW0dHR3HPPPcyZM6c8SxcREZFykpGRwdKlS/nxxx9ZsmRJ7kiQnFsYQUFBPPjgg/j4+PC///2PEydOAJdGhhgMBkaNGsXHH3+M0aj3lIqIiEjZMFV0ASIiIiIiIiJSuWVlZQHg6uqa7/6JEyfmfj5u3Lg8+xwcHLjtttv4/vvv2bFjR9kVKSIiIuUuIyODJUuW5AYq0tLSgL8CFa6urtx5550MGzaMXr165Y4FefXVV1mxYgVTpkxhwYIF2Gw2Jk6cSHR0NLNmzaqwxyMiIiKVm8IVIiIiIiIiIlKmAgMDOXPmDBEREVfsi4iIYPny5RgMBrp160ajRo3yPR7g3LlzZV6riIiIlK309PTcQMXSpUuvCFQYDAa6dOnCsGHDuPfee3F3d8/3PL169aJXr14cPHiQBx98kF27djF37lz69u2bO1ZMREREpDQpXCEiIiIiIiIiZapt27acPn2a5cuXk5mZibOzc+6+d999F6vVisFg4Omnn873eIvFAvzVAUNERERuLOnp6SxevDg3UJGeng78FagACA8PZ+jQoQwdOpTQ0NAin7tRo0asWrWKhg0bEhMTwxdffKFwhYiIiJSJKh2uWLJkCSdPnmTkyJEVXYqIiIiIiIhIpXXPPffw888/ExMTw7Bhw5gwYQKurq5MnTqVr7/+GoPBQK1atbjrrrvyPf7UqVMAeHl5lWPVIiIiUlr8/PzIyMgA8gYqvL29uf/++xk2bBg333xzic/v7e3N3XffzeTJk9m3b9811ysiIiKSH2NFF1AR0tPTef755xkwYACTJk0qtfNeuHCBSZMmMWDAAGrXro27uzvOzs4EBQUxYMAAvvnmm9xfIEVERERERESqinvuuYeGDRsC8NNPPxEcHIyPjw+vvvpq7g2Wd999F6PxypcpbDYba9euxWAw0KBBg3KtW0RERErH5Z0qTCYTt99+O3PnziU6OprJkydfU7Aih4uLC3BprIiIiIhIWahynSsWLFjAc889l/uul9Iyc+ZMnnjiidz5cJc7d+4cixcvZvHixYwdO5bZs2fTpk2bUr2+iIiIiIiIyPXKwcGBH3/8kVtvvZX4+Pgr9g8ZMoShQ4fme+yCBQuIiYnBYDDQtWvXMq5UREREykqLFi14+OGHGTJkCP7+/mVyjS5dulCrVq0yObeIiIiIwX55D65KbOnSpbz33nts3rw5z/YGDRpw6NChaz7/q6++yvjx43FwcKBdu3a0atUKX19fkpKS2LVrF+vXr899N46Pjw9btmyhXr1613xdERERERERkRvFmTNneP3111mxYgUJCQmEhYXxxBNP8M9//jPfd5lmZWXRvHlzjhw5gsFg4NChQ4SHh1dA5SIiInIt9u3bR9OmTSu6jGLRWHERERH5u0ofrnjrrbeYMWMGJ06cyN0WEBDAhQsXgNILV7zxxhskJSXx0ksvUbNmzSv279u3j4EDB+bWceeddzJv3rxrvq6IiIiIiIhIZWWz2UhOTgbAaDTi4eFRwRWJiIhISbz77rsAdO3alVtvvbVYx9psNj788EOysrLo0qULXbp0KYsSc6WnpzN69GgmTJhA/fr1S+X+weWSkpL44YcfmDNnDsePHycuLo7AwECaN2/Oww8/zKBBgzTaRERE5DpV6cMVf/8lZOjQoTz//PO0bt0aKL1wRUZGBmazudA1W7du5aabbgLA0dGR2NhYPD09r/naIiIiIiIiIiIiIiLXK6PRiMFg4O233+att94q9vEPPPAAc+fOpWPHjqxbt64MKrzk72PFS+v+QY4NGzbwwAMPcPbs2QLX9O7dmxkzZlCtWrVSu66IiIiUDmNFF1Be+vTpw6ZNm5g2bRo+Pj6lfv6rBSsA2rVrR+3atQHIzs7O/QVNRERERERERERERETyV6tWLex2OwcOHCiT8y9dupSbb76ZO++8s8xet9+2bRs9e/bMDVaEhobyxBNP8K9//YtevXrlvlH0119/5a677iI7O7tM6hAREZGSM1V0AWXt7bffZvDgwTRs2LCiSwEgKCgo95czo7HKZFtEREREREREREREREpkx44dAKSmppbqea82Vry0pKamMmjQIDIyMgB4+eWXef/99zGZ/rpFs379egYMGEBCQgLr1q3jww8/5PXXXy/VOkREROTaVPpwxZgxYyq6hDxiYmIAMJlM1K1bt4KrERERERERESlfdrudDRs2sG3bNs6ePUtycjIWi6VIxxoMBr7++usyrlBERESuB1arldOnT/O///2PlStXYjAYqFWrVqle47333svz57+PFS8tX375ZW7HisGDBzN+/Pgr1nTq1Imvv/6au+++G4BPP/2U5557Djc3t1KtRURERErOYLfb7RVdRHk7deoUderUAUp/Zlph9u3bR7NmzQDo168fS5YsKZfrioiIiIiIiFwPvvnmG95++22ioqJKfA6r1VqKFYmIiEhpmjdvHvfcc88V23NuQ+SMviguu92OwWDgpZdeYty4cddU4+Vy6unTpw9vv/02HTp0KPX7BzabjeDgYKKjo3FwcOD06dMEBwcXuL59+/Zs2bIFgBkzZjBkyJBrur6IiIiUHs2lKCcXLlxg6NChADg5OfHBBx9UcEUiIiIiIiIi5efZZ5/liSeeIDIyErvdXqIPERERub716dMHFxcXgHz/H34tvwO0bNmy1MdkvP322xw8eJBly5bRoUOHUj13js2bNxMdHQ1A3759Cw1WAAwbNiz38+XLl5dJTSIiIlIylX4sSEXJzs4mISGBw4cPs2zZMiZPnkx8fDyenp7MnDmTFi1aVHSJIiIiIiIiIuViyZIlTJo0KffdoU5OTvTs2ZObbrqJkJAQXF1dS/xOVhEREbl+uLi40K9fPxYtWpRne2ZmJgaDAaPRiMlUtNsSRqMRDw8PGjZsyJ133snTTz+Ns7NzqdZbHmPFly5dmvt5r169rrq+a9euuZ+vXbu2LEoSERGRElK4opSZTKZ8W5T6+PgwYsQIXn31VUJCQop0rszMTDIzM3P/bLfbycrKws/PTy86iYiIiIiIyA1jypQpuZ937NiRmTNnlvrM9KrKbreTnJyMh4eHXisQEZHrwty5c6/YZjReaqL95ptv8tZbb5V3SRVq165duZ8XpTtG48aNcXNzIzU1lbNnz5KZmVnkUIl+LxARESlbCleUkxo1amC1Wjlz5kyRwxVjx47lnXfeuWJ7YmIinp6epV2iiIiIiIiISJnYunUrANWqVWPx4sV4e3tXbEGVSHJyMl5eXnqtQERE5Dp15MiR3M/DwsKuut5gMFCrVi0OHjyIzWbj+PHjNG7cuEjX0u8FcqOwWG0kp2WX6jltNgvWtKRSPadUDVaLlcSkxFI5l91uJ8uWlWebk9EpN/AWFl4fRyfHUrmWVAyFK0rZW2+9hc1mIzs7m+TkZE6cOMG2bds4cOAABw4cYMqUKQwaNIhvv/32qr/cvPbaa7zwwgu5f05KSqJmzZpl/RBERERERERESlViYiIGg4EBAwYoWCEiIlJF2e32ii6hQpw8eRK4NDKlWrVqRTomODiYgwcPAhAbG1tmtYmUp5xAxfKtEUyct6+iyxGpEN/+Axo2aVLRZcg1ULiilOXX0sxms/Hbb7/xr3/9i/379/PLL79w/vx5Vq1ahZOTU4HncnZ2LvUZciIiIiIiIiLlLSgoiFOnTlGjRo2KLkVEREQqgM1mq+gSKkRaWhoWiwUALy+vIh/n4eGR+3lqamqB6/4+WjwpSe/al+vT8q1n+fjHPaSkWyq6FBGRa2Ks6AKqAqPRSJ8+fdi4cSMtW7YEYMOGDXzxxRcVW5iIiIiIiIhIOWjbti0AERERFVyJiIiISPm5PBhhNpuLfNzla9PS0gpcN3bsWLy8vHI/1PlaricWq4345ExiEzN4Z9oOBStEpFJQuKIceXp68umnn+b+eerUqRVYjYiIiIiIiEj5eOqpp7Db7SxevFjvqBQREZEqIyMjI/dzR0fHIh/n4OCQ7+d/99prr5GYmJj7cfbs2ZIVKlLKlm89S9/XltFv9HIGvPFrRZcjIlJqNBaknN166624u7uTkpLC4cOHSU5OztPiS0RERERERKSy6d69O//4xz+YMmUKTzzxBLNnz8ZgMFR0WSIiIlJK/vzzT/71r39hMBj46KOPuOmmm/Ls//DDD0vtWi+//HKpnausubi45H5++fiOq0lPT8/9vLD7BxotLtcbi9VGQkoW70zbUaT1z97VlD7tQnL/fOHPRZyY+z7W9OQS11Dn7pfxbz+gxMdXdVaLlcSkRBYtXMS48eMqupxyYXAw4Oxm5tlRo+jTuw8ANruNedHzrum8jkZH2nq3pY5rndxtYeH1r+mcUvEUrihnRqMRf39/UlJSgEttwRSuEBERERERkcpu4sSJ2O12pk6dyvnz55kwYQItWrSo6LJERESkFDzwwAOcPn0au93OAw88wPHjx/Psf/XVV0stWHkjhSvc3d1zPy9svMffXb5W9w/kRrF861k+/nFPkcZ/LPp3b7zdnTA5/NVg32a1sG/uaFzSitfpLuzBd6h+y90AmNy8MTro1uffWSwW4uPjr7pu+vTpvPDCC+VQUen45JNPeOihh67pHIdTDrM2bi1ZtizSyWJexsLcfUafonccerHlixgNeQdGmE1mHAwFdx+SG5OeYcqZ3W4nNjYW+CtoISIiIiIiIlKZPfPMMwAYDAbq1KnD2rVrad26NQ0bNqR58+Z4e3sX6YaLwWDgiy++KOtyRUREpJisVit2uz338/zk7L8WN1rnK7PZjKurK2lpaVy8eJHs7OwijQeJjIzM/Tw0NLQsSxS5JharjeS0bKw2e5G6Vbi7mHjx3ub4eZlzt9msFiypCWQnX8RaxGBFTqBCYYq88gtR3AiBiZKEJHx8fDCZru3v3mq3su7MOrJsWSU+h7ODM/1C++HhpCBcVaFnnHK2Zs0akpMvtTNq165dofPSRERERERERCqDKVOm5LkZYjAYsNvtHDp0iEOHDhXrXApXiIiIXH9mzJjBK6+8gt1uZ/z48Vfsf/vttyugqutDgwYN2LlzJzabjTNnzhAWFnbVY86cOQOAr68v1atXL+sSRUqkuJ0qHIwGPFwd83SriF7/E0enjb5qqELdKf5SUBeK6yFEUVEhiaKw2q1kWDLybEuzpJFpLfrIJnWnEFC4olTs2rWLhg0bYjabC12XlpbGiy++mPvnoUOHlnVpIiIiIiIiIteF/N6tWtx3sN5o71YVERGpKjp16sSGDRsK3F+VwxWNGzdm586dAOzYseOq4Ypjx46RkJAAoBFqct2yWG1FClbk16kih81quWqwot34tbgE1lWY4v/DFBUVoChKaKK8QhIlsTt2N0tPLy1WkOJy6k4hl7s+v8uvM5mZmQwZMoTffvuNvn37Mn36dJycnHL3z58/n7lz5/L2229z99135/vksXfvXp544gl27LjUFqlJkyY8+eST5fYYRERERERERCrKt99+W9EliIiIiFSIbt26MWPGDABWrVrFvffeW+j6P/74I/fz22+/vUxrEykJi9VGREzqVYMVi/7dG293pzydKnLYrBbSo08UGqxwcPWsMsGK67EbRU6g4noOTeTn7x0qbHYb807MK/LxI5qNwNXkmmebulPI5W6cn4YK9MMPP/DLL78A8OOPP9K7d28ee+yxPGsOHjzI4MGD8fb25tZbb6VOnTq4u7sTFxfHtm3b2LZtW+7akJAQFi9eXKTZaiIiIiIiIiI3uocffriiSxARERGpELfffjtGoxGbzcbs2bP5+OOPcXV1LXD9d999B1zq2HXXXXeVU5UiRVOUUSCFdauAoo0CcXD1JHzYB5U6WJETqCjPAEVRx3bcaIGKHKXRocLX7KsghRTqxvvJuA78vQ1pnTp1cHBwwGq1kpCQwMKFCws8dtCgQUyZMgV/f/+yLlNERERERERERERERCpQ9erVufPOO/nll19ISEjg/fff5/3338937fz589m4cSMA99xzD3Xq1CnPUkUKdbVRILNe746XmxMero75dquAq48CaTd+LY4evpjcvCtFsKKiOlLkF6K4UQMT+fl7dwoofoeKv8sZ/aFghVxN5fgpKmNDhw5l2bJluWNB/v6E9PDDD9OpUydmzpzJmjVrOHjwIPHx8VgsFnx8fAgLC6Nz584MHTqUpk2bVtCjEBERERERERERERGR0nS1seIAY8aMYcGCBVitVsaPH09wcDDPPPNMnjWrV6/mkUceAcDZ2Zl33nmn3B6DSFEkp2UXGKxwdzER4u9WYKgihyU1ocBgRWUZA1JeHSkK6kJRmUIU+bnW7hQAL7Z8EaMh7/eqRn9IUVXen65C1K5dG7vdXuT1zs7O/Pzzz4WuCQsL48033+TNN9+81vJERERERERERERERG4Y/fr1K5frGAwGlixZUi7XKqqijBVv1qwZH3/8Mc899xxWq5URI0bw5Zdf0rVrV8xmMzt37mTVqlW56//73//SqFGjcn0cIiWVMwbkasGKwtzIY0Au705RloGKy8MUlT1AAWXbncLDyeNay5MqrHL/5ImIiIiIiIjIdSc1NZUZM2bwxx9/sGPHDmJjY0lJScHb25saNWrQsWNH+vfvT//+/Su6VBERESmC5cuXXzFOu7TZ7fYyv0ZpKKjGf/7zn1gsFl577TWys7PZv38/+/fvz7PG3d2dL7/8kqFDh5ZHqSJFYrHaSE7LJjE164p9s17vXqSOFXBpJEh28sUrtrcbv/aG7Vgxffp0Ro4cSWJiYqmcr6p2o/i70uhOAVd2qFB3CikNVecnUUREREREREQq3MSJExkzZswVL0Da7XZiY2OJjY1l7969TJ06lYYNGzJ16lQ6depUQdWKiIhIURWnW3RlcrWx4pd78cUX6du3L19++SW///47ERERODk5ERoayoABA3jiiSeoWbNmOVYvUrjlW8/y8Y97ChwH4uXmVKRgRfT6nzg6bXS+I0EcPXxvuGCFxWIhJiamVIJQOYGKqhaggLLpTgHqUCFlq2r9lIqIiIiIiIhIhbDb7QwZMoS5c+fm/vlyDg4OWK3WPNsOHjxI9+7d+fzzz3nqqafKrVYREREpnj/++KOiSyg1ZTFW/HKNGzdm0qRJJSlNpFxZrLZCgxVFZbNaCgxW3Ehyxn+UZPSHOlJcqay6U4A6VEjZqpo/sSIiIiIiIiJSrl5//XXmzJmDwWDAbrfTsWNHHnvsMW655RZCQ0NxdnYmKyuLs2fPsnHjRr755hvWrFmDxWJh5MiRhISEaEyIiIjIdapLly4VXYKIlLLktOxCgxXuLiY8XB2veh5LakKBwQoHV09Mbt4lLbFM5YQpgGsKVFTlAEVBrHbrNQcr1J1CKop+mkVERERERESkTJ04cYKPP/4YuNShYvLkyTz22GNXrHNyciIsLIywsDCGDh3KDz/8wOOPP052djZPP/00x44dw8nJqbzLFxERqXRsNhsGgwGDwVDRpYjIDcjdxcSL9zYv0kiQgji4ehI+7IPraiTItXSnAIiKisJkMilQcZn8Rn+kWdKKFaxQdwq5nugnW0RERESqNLvdTnJyMllZWTg5OeHh4aEXGEVEStm3335LdnY2BoOBjz76KN9gRX6GDh1KUlISo0aNIjIykunTp/Poo4+WcbUiIiKVW2RkJI888ggPPPAAjzzySEWXIyLXIYvVRmJq1hXbZ73eHS83JzxcHa8pWNFu/FpcAutWeLDiWrtT5PDy8mLSpEnUqFGjNMu74V3r6A91p5DrkcIVIiIiIlLl7Nu3j5kzZ7Llzz/ZsWM78QmJuft8vL1o3boNN7Vvz5AhQ2jatGkFVioiUjn8/vvvAAQFBTFq1KhiHfv0008zfvx4IiMjWbRokcIVIiIi12Dfvn3ceuutxMfHs2nTJrp06ULdunUruiwRuY4s33qWj3/ck+9IEC83J3w8nIt0HpvVgiU1gezki1fsc/TwrfBgxfTp0xk5ciSJiYlXX1wAjf4oWHFHf4xoNgJXk2uebepOIdcj/aSLiIiISJWxZMkSxo8by7r1G/B2daRJNQfurOVASBMvnBwgywoRyRaOHN3I5M3rGDt2LJ073cKrr42mX79+FV2+iMgN69SpUxgMBnr06FHs7kBGo5EePXrw/fffs2vXrrIpUEREpIpo0KAB4eHhbNmyBU9PT86fP18q4YqsrCx++OEH4FLnqb+P8bpw4cI1XyNHQEBAqZ1LRPKyWG0FBiuKI3r9TxydNhprWlIpVVZ6LBYLMTExDB06tETHK1BxpWsd/eHs4Iyv2VdBCrkh6KdeRERERCq9uLg4nh01ipmzZtG8upm3OnnRKcQZR4eCb/BlW+2sj8hk/tHt9O/fnweHDGHi55/j6+tbjpWLiFQOFy9eerdacHBwiY4PCgoCICYmptRqEhERqYocHR2ZPn067733Hp999lmp/fvmnnvuYcmSJQAsXLiQBQsW5NkfGBhYKuMXDQYDFsu13fQVkYIlp2UXGKxwdzHh4ep41XPYrJbrNlhRkm4VOWEKQIGKfJTW6A8FK+RGoWcAEREREanU9uzZQ5/et5GSEMdrN3vSq465SC/qOToY6BZqpmstZ1acdGLSL3NZtWolv/62gmbNmpVD5SIilYeXlxdxcXGkpaWV6Pic40rjpoyIiEhVkZmZydtvv80999xD27Ztc7eHh4czbdq0Ur3WmjVrALDb7axevbrAdXa7vVSvKyLlw93FxIv3NsfkYLzqWktqQqHBCgdXT0xu3qVY3VXqsViIj4/HYrEUuVuFulMUjUZ/SFWkZwQRERERqbT27NlDl1s74++YycS+3vi5Fv8fawaDgdvqutA60InRaxO4tXMn1q5br4CFSAVavXo13bp1AyA9PR2z2VzBFcnV1KhRg7i4OPbs2VOi4/fu3QuoDbiIiEhR7d+/nwcffJDdu3czf/58duzYgaur69UPLKFnnnmG8ePHA/D0009fsb9WrVoKSYpc5yxWG4mpWVdsn/V6d0L83YoUrLgaB1dPwod9gNGhfG5PFqdTRVRUFCaTSYGKYsiwZGj0h1Q5enYQERERkUopLi6OPr1vw98xk0+6eeLudG0vAvi5OvBJd09eWJVE79t6sW//get6RMiYMWN45513rrru22+/Zfjw4WVfkFRa6enpTJs2jQULFrBnzx5iYmKw2Wx4enoSGhpK586d+c9//nPF3O2ycnnw4nLOzs74+fnRunVrHnjgAe677z4cHPSiTnnp3Lkze/fuZf369Zw6dYratWsX+dhTp06xdu1aDAYDbdq0KbsiRUREKgGbzcbnn3/OK6+8QmbmpRteJ06cYMOGDfTq1avMrjt27FgeffRR7HY79evXv2L/qVOnyuzaInLtlm89y8c/7sl3JIiXm1ORgxU2q4Xs5ItXbG83fi2OHr6Y3LzLJVhhsViIiYkpUqcKLy8vJk2aRI0aNcq8rhud1W4lw5KR++c0S9E6E2r0h1QmCleIiIiISKX07KhRpCTEMbGv9zUHK3K4Oxn54FYPHl0Wx7OjRjF9xoxSOW9ZMpvNhIaGFrjfy8urHKu5ZNOmTUyYMIH09PQrZjHLjWXjxo3cd999REZGAuDu7k5wcDCZmZmcP3+enTt3snPnTt55551yC1dcrn79+rnvkExOTiYqKorIyEgWLVrEF198wcKFC6/rkFRlMmjQIL788kssFguPPfYYy5cvx9Hx6vOaLRYLTzzxBBaLBYPBwMCBA8uhWhERkRtTZGQkw4cP5/fff8/d1qRJE6ZPn07Lli3L/Prh4eFlfg0RKX0Wq63AYEVxRK//iaPTRuc7EsTRwxcnT79rOv/V5Iz/mD59Oi+88EKRjomKisLf31+dKopgd+zuIo0A0egPqexK51VmEREREZHryJIlS5g5axYjW7mWaBRIYfxcHRjRypUZM2eydOnSUj13WWjRogWHDh0q8OOuu+4q95oWLFjAnDlzitSWU65fR44coU+fPkRGRtK9e3c2bdpEcnIyJ06cIDIykpSUFFasWMGdd95ZYS2gd+/enfu9HhkZSVxcHB9//DEuLi5s2LCB++67r0Lqqoq6d+9Op06dcuew9+7dmzNnzhR6TFRUFP3792flypUYDAbCwsJ44IEHyqliERGRG8vcuXNp1qxZnmDFc889x7Zt28olWCEiN67ktOwCgxXuLiY8XK8eirZZLQUGK8rD9OnT8fPzIyAgoEjBCi8vL3744Qdq1KihYEURWO3WIgUrAFxNrrg5uuX5ULBCKhM9Y4iIiIhIpTN+3FiaVzfTq465TM5/Wx0zS09kMX7cWPr161cm1xC53o0fP57k5GTatGnDsmXLruhMYTab6dmzJz179qygCq/k4+PDCy+8QPXq1XnooYdYuXIla9eu5dZbb63o0qqEb7/9lg4dOnDx4kXWrFlDeHg4/fv3p3v37oSHh+Pp6UlqaionTpzgjz/+YP78+WRlXZr57OzszHfffYfRqPeIiIiIXC4xMZGRI0cyffr03G3BwcF8991319XvYSJy43F3MfHivc2LNBLEkppQYLDCwdUTk5t3KVd32bUtFkaOHFmkN3BERUVhMpnw8fFRqKIYMiwZRQpWODs4YzaVzWtxItcLPXOIiIiISKWyb98+1q3fwFudvMrs3fIGg4GB9Zx5b9169u/fT5MmTcrkOlI2srKyKmRERWWzdetWAHr27HnDfT2HDBnC888/T0xMDCtXrixSuMJqtQLg4KB33JRUWFgYS5cu5a677iIqKors7GwWLFhQ4Hggu90OgIeHBz/88AMdO3Ysz3LLxZIlSzh58iQjR46s6FJEROQGdeLECWbPnp375/vuu4/JkyffEKPPUlJS2Lp1K8eOHSM+Ph6j0Yi3tzehoaG0a9cOb2/vii5RpMqa9Xp3QvzdihSsKIyDqyfhwz7A6FD6tyNzxoDExsZeNVjh5eXFpEmTqFGjRqnXIZc4OzjTL7SfulRIpae3fIiIiIhIpTJz5ky8XR3pFOJcptfpXNMZb1dHZs6cWabXKU8ZGRl8/fXX9O/fn+DgYJydnfHw8KBdu3ZMnDgx9+by31ksFubOnUvv3r0JDQ3F2dmZoKAgevXqleemae3atTEYDIwfPx6ANWvWYDAYcj9Wr16du7Zr164YDAbGjBkDwNq1axk0aBBBQUE4OzsTGhrK448/zokTJ/Kt6bvvvsNgMBAYGAjAqlWr6NChA87OztSvX/+K9b///jsPPvggdevWxdXVFXd3dxo1asSIESM4evRogV+znMf03XffAbBw4UJ69+5NQEAAZrOZ8PBwnn/+ec6fP1/gOYri0KFDjBo1iqZNm+Ll5YXZbKZWrVoMHjyYVatWFXjc8OHDMRgMDB48GLj0dbzjjjuoXr06ZrOZxo0b88EHH+R2ByiOnPBSQX8HRZGamspnn31G9+7dCQgIwMnJCT8/P2699VYmTJhAenp6ic9dmJwREwDR0dFX7DMYDCxfvpwLFy4wfPhw/Pz8MJlMrFu3Ls/aiIgIXn31Vdq0aYOPjw9OTk4EBQUxcOBAfvnll9xwwN+NGTMGg8FA165dATh58iTPPPMMdevWxWw2ExAQwMCBA/P8TFQW7dq1Y9euXTz55JOYzWbsdnuBHwaDgYEDB7J9+3buuOOOii69VKWnp/P8888zYMAAJk2aVNHliIjIDaxVq1a89957eHp68sMPPzB79uzrPlixZcsWBg0ahK+vLz179uQf//gHr732Gq+88gpPPfUUffr0oVq1anTu3LlS/XtL5Ebi5eZ0zcGKduPXcsvkAwR2uqeUqvrL5WNAGjduXOC6Tz75hAsXLhAbG8tDDz1U6nVURla7ldTs1DwfaZa0K9aNaDaCl1q9lPvxcuuXaeHXogIqFilf6lwhIiIiIpXKlj//pImvA44OZdO1Ioejg4Emvg5s+fPPMr1OeerQoQO7d+8GLr1TPCgoiKioKLZt28a2bdtYv349c+fOzXNMSkoKvXr1YvPmzQBUq1YNf39/oqKiOHfuHNWrV2fgwIHApXetm81mYmJiuHjxIi4uLtSqVSv3XK6urvnW9cknn/DSSy/h4OBAcHAwHh4enDlzhq+//prZs2ezaNEiunXrVuDjWrFiBf369cPFxYXq1avn6TyQkpLC8OHD+fnnnwFyb46np6dz6NAhDh06xFdffcXkyZN57LHHCv36Pffcc0yYMAGz2UyNGjXIysri2LFjfPbZZ8ycOZOVK1fStGnTQs+Rn/fff5+33noLm82GwWAgKCgILy8voqKimDNnDnPmzOGJJ55g8uTJhXZV+PLLLxk1ahRms5nq1auTmJjIwYMHef3119myZQvz588vVl1du3Zlz549/PTTT8yYMYMHH3ywWMdv3bqVQYMGERERAYC3tzc1a9bk/PnzrFu3jnXr1vHll1+yZMkS6tWrV6xzF0Va2qUXhzw8PPLdn5KSQo8ePTh48CAhISFXBD2+/fZbnnnmGTIyMgAIDAzM/XtZuHAhCxcuZMCAAcyaNQs3N7cC61i9ejV33nkniYmJBAcH4+/vT0RERO45xo8fz8svv1xKj/r64Ofnx5QpU3j//fdZuXIlmzZtIioqioSEBFxcXPD396dt27bcdttt1KlTp6LLLXULFizgueee49SpUxVdioiI3IAOHz5M3bp1cXR0zN320ksvMXToUIKDgyuwsqJ57bXX+Oijj7DZbAUGUXNs3LiRjRs38sUXXzBt2rTccKyIlA6L1UZyWjaJqcUP2+ewWS1YUhPITr54xT5HD99S71hhsViIiYlh6NChha47cOAA4eHhGv1RTLtjd7P09NIijQBxNbni5ljwv3VFKit1rhARERGR64rdbseakVqiD0t6Cju2b6O+b/m0IAz3dWD7tq1Y0lNKVO/VXkwsbwkJCTz55JPs3LmTxMRETp48SUpKSu6N3R9//JHffvstzzFvvfUWmzdvpkaNGmzcuJHY2FgiIiJIT09n4cKF3HzzzblrV65cyaFDh3jiiScAuOmmm3IDDIcOHeKmm266oqYVK1bw6quv8s477xAbG8vJkyeJjY1l3bp11KtXj9TUVO6//35iY2PzfUw2m41//vOfvPzyy8TGxnLmzBk2btwIXPpee+CBB/j555/x8PDgv//9L/Hx8Zw8eZLo6GiOHj3KnXfeSXZ2Nk888QTLly8v8Gv3v//9j//+979MmTKF+Ph4Tpw4wcWLF1m8eDEBAQFcuHCBe++9l8zMq79Acbn//Oc/vPHGG9jtdl588UWio6OJiIjgzJkzXLhwgTfeeAODwcBXX33Fm2++WeB5duzYwYsvvsjHH3/MxYsXOXHiBLGxsTz++OMAhY5mKMhrr71GjRo1sNvtPPTQQwwdOpSzZ88W6dijR49y2223ERERQfv27dm0aRPx8fEcP36chIQEFi5cSM2aNTly5Aj9+/cnJSWlWLVdTUxMDAcOHAAudVLIz+eff46zszPHjx/n1KlTxMXF0apVK+DSz8Kjjz5KRkYGw4YN4+TJk5w7d45Tp05x8eJFJkyYgLOzM4sWLcr9fs9PdHQ09957L3369OH06dNERERw9uxZTp48Sd++fQF49dVXK2UHC7gUxrrvvvv49NNPmTNnDr/++ivz58/nq6++4qmnnqp0wYqlS5dy8803c+eddypYISIixWaz2fjss89o0aIF//73v/PsywkhX+9eeuklxo8fj9VqxW63YzQa6dixIyNHjuSdd97hrbfe4tlnn6Vnz554eHjkdrPatGkTXbp04dixYxX9EEQqjeVbz9L3tWX0G72cB94vuBtiYaLX/8SGpxuz8ZmmbH3l6qMWr1VOt4qgoKBC13l5eSlYUQJWu7XIwQqRqkzPLCIiIiJyXbFlprHu8ZK9Iyk120Z8YhIhHl6lXFX+anqYiE9M5LfhdXF1LH5uufP/juNgvn5S/suXL6dhw4Z5tjk6OjJu3DgWLVrEwYMHWbhwIbfddlvu/pywxciRI/MEKZydnRkwYMA117Rx40YmT57MP/7xjzzbO3XqxO+//06zZs2IiYlh8uTJ+YYLYmJiaN26Ne+//37uturVqwPw008/sXjxYkwmE8uXL6djx455jq1Xrx6//PILAwYMYMmSJbzwwgv07t07dxzG5TZs2MDSpUtzb4gDGI1G+vfvz+LFi7n55ps5dOgQc+fOveo7bHJERETwxhtvADBu3Lgruhf4+vry3nvv4eHhwSuvvMJHH33E008/Tc2aNa8419GjR/nkk0947rnncre5u7szZcoUVq9ezbFjx5g9e3Zul5GiCAwMZO3atQwePJjt27czffp05s6dy8MPP8wbb7yRpyvJ3z333HMkJCTQunVrVq9ejdlszt1nMpkYMGAAjRs3pmXLlhw5coRJkybx6quvFrm2wtjtdp577jksFgtBQUEFfp9u2rSJ48eP5349zWYzZrOZtLQ0RowYAcDTTz/Nl19+mec4d3d3nn32WQIDA7n//vuZNWsWzz77LB06dLjiGocPH2bw4MHMmjUrz/batWuzYMECbr75ZrZv3857772XO0JEbjxvvfUWM2bMyDNCJyd0JSIiUhQREREMHz6clStXApc6mw0YMIC2bdtWcGVFt3XrVj755BMMBgN2u50777yTTz/9lNDQ0HzXZ2RkMHPmTN58803OnTtHVFQUgwcPZuvWrfn+Pi4iRWex2vj4xz2kpFtKfA6b1cLRaaOxpiWVYmUFs1gsjBw5ksTExELXeXl5MWnSJAUrSiDDklHkYIWzgzNmk/nqC0UqIXWuEBEREZFKw2K99F+n8mlcgeP/XyfbVj7XK4ndu3fTsGHDfD/uuuuuPGv/HqzIYTAYcm8Mnzx5Ms8+Hx8f4NJN4rLQoEEDnnrqqXz3hYaG8vDDDwOwePHiAs/x/PPP57t96tSpAAwZMuSKYEUOg8HA2LFjATh48CDbt2/Pd12vXr3yBCsu165du9x9hdX5d9999x1ZWVnUrl2bf/3rXwWue/7556levTrZ2dnMmTMn3zV+fn6MHDnyiu0ODg65gYq9e/cWubYc9erVY+PGjXz44Yf4+vqSlZXFV199RXh4OM899xypqalXHBMREcHSpUsB+Oijj/IEKy4XFhbGk08+CVx6h9K1sNlsxMTE5I6QmTlzJiaTiW+++abAcTR33313vkGVX375hZiYGNzd3Rk3blyB17zvvvto3bp1ofUbjUb+85//5LvP0dGR1157DYA1a9aUevcOKT/vvfdenmDF0KFDC+2EIyIicrk5c+bQrFmz3GAFwLPPPlvouLno6GiWLVvKzB++Z9mypURHR5dHqYX673//m9u574knnuCXX34pMFgBl4Ktjz76KNu3b6dJkyYA7Ny584pQqogUX3JadqHBCncXEx6ujgXuB7CkJhQarHBw9cTk5l3SEv+6zv+PATl69GihwYqoqCguXLhAbGwsDz300DVft7Kz2q2kZqfm+UizpBXpWGcHZ/qF9sPBUE4vvolcZxTdEhEREZHritHZlc7/O16iY5OSkuDnILKspVxUAbL//zpdvtyDh4dHsY83Oud/U7c0ZWRkFBh8KOimdkJCAnv37uX48eMcP36cEydOsG7dOgDS0vL+Y/v+++9n/fr1TJs2DUdHR15//fVSbeXfs2fPQt+Z1qlTJyZNmsT+/fsLXJNfxwCbzZY7HuSOO+4otIZmzZpRo0YNzp07x9atW/N9h+Dl3TwKqnPx4sWF1vl3OV/z22+/HaOx4Fy8o6Mj3bt3Z9asWWzdujXfNe3atcszl/tyObOrExISilzb5ZycnHjppZd46qmnmDhxIp999hlxcXFMmDCB5cuX89NPP+V58T/ncXl5edGlS5dCz927d28++eQTDhw4QGpqKm5uxev04uLiku/2wMBAvv/++0L/3vL7voG/6u/atSuenp6FXr93797s2LGjwL+XRo0aERISUuDxnTp1AsBqtXLo0KHr/t2pGRkZ2O32Ar/uVV2fPn14++236dChg8aCiIjIVSUkJDBy5EhmzJiRuy04OJjvv/+eHj16FHhcdHQ0M6d9gz35PN5uTpw7ksXBvbsYMuxRAgMDy6P0fP3xxx8A+Pv7M2HChCIfFxgYyJw5c2jRogU2m425c+cyZMiQsipTpMpzdzHx4r3NMTmU/L3ZDq6ehA/7AKPDtd2CnD59+lW7VeR0qqhRo8Y1Xasq2R27u8jjP0Y0G4GrKe9rV2aTWcEKqdIUrhARERGR64rBYCjxqAxvZ1d8vL2ISC55a8viOJtswcfbCy+/6tdta9r27duzefPmIq1dsWIF7777Lhs2bMh9V1mOnBvzf98+YsQIzp07x/jx4/n666/55ptv6N69O6NGjeKOO+645q9LtWrVirQ/NTUVq9WKg0Pef+C7u7vj5XXlmJiLFy+Snp4OQN26da9aR82aNTl37lyBbfyLWufVWpheLjIyslj1AQXWV1gIIOdGuMVybT83np6evPHGG/zzn//k7bffZuLEiRw+fJgePXqwZ8+e3HEsOY8rNDS00NAI/PW47HY7sbGxxQ5X1K9fH4PBgNFoxNPTk7p169KrVy8GDx581QBAQaGH0vx7Ker3DRTve6ci/Pe//+XZZ58F4PPPP+eJJ57Is79fv36lch2DwcCSJUtK5Vzl5e2332bw4MEFdgcSERH5u9WrVzNs2DDOnj2bu23w4MF8+eWXuZ3jCrJq1UriTu2jc9OauJkdSc0wsm7fPlatWsmQIQ+WdekFOnfuHAaDgT59+hQY8i5I48aN6datG7///js7d+4sowpFqrZZr3fHy80JD1fHEgcr2o1fi6OHLyY372sOVhRlDMiBAwcIDw/XCJBisNqtRQ5WALiaXHFzvH7G2YpcD/SMIyIiIiKVhsFgoHXrNhw5srFcrnf0opU2bTpct8GK4vj+++955JFHsNvt3HTTTfTt25eWLVtSp04d6taty/vvv8/48eOvOM5gMPD+++8zfPhwPvvsM6ZPn87KlStZuXIlt956K9OnT893tEJRXe1rmzN2wtnZ+YpgBVDgzfjs7Ozcz692g//yOgpaW9Q6ixMOyKmxNOorTx4eHnzyySf07t2b22+/nQsXLjB27Fg+++wzoGSPq6jr/2737t3FfvE+x9W+d8rz+6aweq4Xr776KtnZ2djtdl599dUrwhXLly+/5udKu91+Qz7fjhkzpqJLEJFKLjo6mp07dxAfG4OPnz+tWrWu0A4Fcm2WLFnCgAEDckPNXl5efPnll0Xu1rBl03qCna3UD/bB3c1MSmoGe4+eYsum9RUarnB1dSUjI6PQrl2FadasGb///jsxMTGlXJmIAHi5OeHj4XxN53D08MXJ0++aa7FYLFcdA+Ll5aVgRQlkWDKKHKxwdnDGbCrZv6dFKrOKf+VNRERERKQU3dS+PfsvWsm22q+++BpkW+3sv2jlpvbty/Q65SErK4sXXngBu93OmDFj+PPPPxkzZgx33nknLVq0wMPDg6ysrELPER4ezhdffMG5c+eYNGkS3t7erF27lkGDBmGz2a6ptsIcOXIEoNB5zfmpVq1abhijKO35c941GBwcnO/+sqgzp9NDadRXEXr37s29994L/NUGGv56XKdPn76iE8rf5Twuk8lEQEBAGVVaPKX591LU7xuAWrVqFbHCitGgQYPcv8/69evnu8Zut1/Th4iIXCk6OppF834kNfIQdX0MpEYeYtG8H4mOjq7o0qSEevbsSbNmzYBLY8j27NlTrDEY0dEXSEtNw8PVCawWPFydSEtNIzo6/05a5aV27dpAyUfR5dxAza8rnYiUL5vVQnbyxTI59/Tp0/Hz86Nx48YFrskZBaJgRdlxdnCmX2g/jf8QyYeeeURERESkUhkyZAhjx45lfUQm3ULLLmG/7mwmCWnZlWLe7759+7h48dILI48//niBa4rC1dWVESNG0KBBA3r16sW2bdvYsWMHbdu2zV2T887zooQurtb2d/HixQDccsstRaovh5OTE23atGHLli0sWrSIgQMHFrh2//79REVFAXDrrbcWu06bzcbSpUuLXefNN9/MunXrWLx4MZ988kmB79i3WCy54YWC6qso+QUCbr75ZgDi4+PZsGEDnTp1KvD43377Dbg03sbZ+dreRVVabr75Zn744Qf++OMPUlJScHd3L3BtTv0F/b0cOHCArKwsnJyc8t2f8/1dp04dgoKCrrHysrVgwQImTJiA3W7PHQ9yucsDNiIiUnp27tyBj2M2d/XpgtFopJ3Nxrzla9i5cwd9+5bOSCYpX87OzkyfPp3ffvuN559/vtjdu9zc3dh3/BQ//76ZWv7enIlJYN/xKLxqNSmjiovmzjvvZPv27axdu7ZEx+/duxeg0BuuInJ1FquNxNTCQ96FiV7/E0enjcaallSKVV1ytVEgBw4cwM/PDx8fHwUrStGIZiNwNbnm2WY2mRWsECmAnn1EREREpFJp2rQpnTvdwvyj2+lay7lMWsjb7XbmH8vk1s6daNKkYl+kLA2Xj8i4fAxBji1btrBy5cp8j7VarfmO42jdunXu55mZeVtO5syJvnDh6u+e++2339i0aVPuDfnLLVmyJPfF2ccee+yq5/q7xx57jC1btjBt2jSeeOIJ2ufThcRutzN69Gjg0rsI69Wrl++5fvjhB1566SXq1q17xb7Jkydz6tQpHBwcePjhh4tc3yOPPMJHH33EsWPH+PTTT3nhhRfyXTdhwgTOnTuHj48P999/f5HPf622bduWJzTzd3a7PfeGesuWLXO3N2rUiJtvvplNmzbxwgsvsG7dunyDEydPnmTq1KkAPP3006Vb/DW4//77efnll0lMTGT06NFMnDgx33U///wz27Ztw2QyFRhaSkxM5NNPP+WVV165Yl9kZGTuuUvy/V3eAgICeP/99wvc36VLl3KsRkSk6oiPjaFuoF/uDXij0UhIoB8nYjU64UYQERHBU089xfjx42natGnu9mbNmuV2ryguF1d3ItPTOXAimjNRF0nJyCI5PZ1AN4/SKrtEnnjiCT7++GP279/P4sWLuf3224t87NGjR1m5ciUGg4FHH320DKsUqdyWbz3Lxz/uISXdUqLjbVZLmQQrLBYL8fHxxMbGFhis0BiQ4rParWRYMvJsS7OkXbHO1eSKm+P1PYZS5HqisSAiIiIiUum88upr7DmfwYqTGVdfXAK/ncxg7/kMXnn1tTI5f3lr0qQJrq6X3qUwYsQIzp8/D1y6Ob5o0SJuv/32Akcy9O7dm++++y7PCyBJSUm88cYbwKXxG61atcpzTHh4OACHDx/OfWd/ZmYmSUlXvkDj5ORE//79mTt3LlarFbg0SuG7775j8ODBAAwePLjYnSvgUnihY8eOZGdnc9ttt/H111+Tnp6eu//48ePce++9LFy4EA8PjwJvosOlkEm3bt1YsWJF7viC1NRUPv74Y5577jkAXnrppWKNBWnYsCEvvvgiAP/61794+eWX8wRS4uPjGTNmDC+//DIAEydOxMOj/F40v/fee7n99tv5+eefczuf5Dhx4gRDhw5ly5YtODk58fzzz+fZP2nSJMxmM1u3bqVbt278+eefufusVitLliyha9euJCcnc9ttt/HAAw+Uy2MqCl9fX8aPHw/A559/ziOPPMLp06dz96empjJp0iQeeughAMaMGZPbBvvvzGYzo0eP5t133yUlJSV3+5o1a+jWrRsJCQmEhYXlfg+JwF/Pl5d/iEjV5ePnz5ETp9mzZw9bNm9iz549HDlxGh8//zK/dnR0NMuWLWXmD9+zbNlSjSIpptmzZ9OsWTOWLl3KQw89dEUg+XLF+VonxsdhdnQEux0M4GA04ubiQkZ6SoHHlIeAgABmzZqFwWDg4YcfZvv27UU6LiEhgfvuuy/3d/YHH3ywjCsVqZwsVts1BSsALKkJBQYrHFw9Mbl5F/ucOWNAAgICCuxMozEgxbc7djcf7viQ/+z8T56PL/Z+UdGlidzw9EwkIiIiIpVO//79GfLAA0ya9yOtA53wcy29VoaxaVa+2JnGg0OG0K9f5Wi17O7uznvvvceLL77I77//TnBwMMHBwSQlJZGQkMC9995LnTp1+PDDD6849tixYzzyyCM89thjBAcHYzAYOHfuHNnZ2bi5uTFjxozc4EaO22+/nXr16nHs2DF69+5NUFAQycnJLFy4kK5du+ZZ++STT7Jlyxbuv/9+PDw88Pf3Jzo6mrS0S++26NGjB//73/9K9LgdHR1ZsGABgwYNYt26dTz++OOMGDGCoKAg0tPTc1+0DggI4JdffqFRo0YFnmv06NFMmzaN2267DW9vb3x8fIiKisp9kfyhhx7ivffeK3aNY8eOJT09nUmTJvGf//yHjz76iJCQEAwGA5GRkVitVhwdHfn8889zb+aXF7vdzpIlS1iyZAkGgwF/f388PT2Jj48nLi4OAE9PT6ZNm5ancwVc6myyYMEC7r//fjZt2kSHDh3w8fHBx8eHCxcu5AYN+vbty+zZs4vdDrusPfPMMyQlJfH666/z3Xff8d1331GjRg2cnZ2JiooiKysLg8HA66+/ntv5JD8tWrSgQ4cOvP3227z//vsEBweTmJiYG1apVasWS5cuxc1N7yKSv4wdO5Z33nmnossQketEcHAI82ZPI+rUUcJDAzl6OpoTcVmM6nZngcdER0ezc+cO4mNj8PHzp1Wr1gQGBhbrutHR0Sya9yM+jtnUDfQjIvIQi04dZ8Bd9xb7XFVNQkICI0aMYObMmbnb4uLiOHXqFA0aNLhifXR0NDOnfYM9+Tzebk6cO5LFwb27GDLs0Su+1nv27GH3zp10aRJAh6ahJKVl4e7miuloFGeTKjZcAZeC2atWrWLIkCHccsstPPvsszz++OPUr1//irWZmZnMnz+f1157jdOnT3P33Xfz7bffVkDVIpVDclp2gcEKdxcTHq6OJT63g6sn4cM+wOhQvFuOVxsDApdGgahjRfFY7VaWnl5KprXg0J6IlNz19QqViIiIiEgpmfj557h7V2P02mRSsmylcs6ULBuj1ybj7l2NiZ9/XirnvF688MIL/Pjjj9xyyy2YzWZiY2OpU6cOX3zxBXPmzClwvMrnn3/O3XffTWhoKLGxsaSmptK0aVPefPNNDh8+TO/eva84xtHRkZUrV3LPPfdQo0YNLl68SO3atalRo8YVa11cXFi9ejXvvvsuQUFBREZGYjab6dq1K9988w2//fbbNd149vPzY/Xq1cycOZP+/fvj7e1NREQEGRkZdOjQgQ8++IAjR45ctTOGv78/27Zt48UXX8Tb25vIyEg8PT3p27cv8+bN44cffijRi0EODg58/vnnbNiwgYceeohatWpx4cIF4uLiaNCgAc8++ywHDx7kmWeeKemXoMSWLVvGm2++Sc+ePQkODiYhIYHTp0/j5OREjx49+M9//sPJkycZOHBgvsffdtttHDlyhDfffJPWrVtjtVqJiIjA09OTu+66i/nz57N06VI8PT3L+ZEVzauvvsqePXt48sknCQ8PJyEhgfPnz1OrVi0ef/xxdu7cyb///e+rjib67LPPmD59Oq1btyYmJoasrCxatmzJO++8w759+/K92XAjMhqNODg48O677xb7WJvNRuPGjXFwcOAf//hHGVR3Y3nttddITEzM/Th79mxFlyQiFSgyMoJ2zRvSrFVbMhw8aNaqLTe1aERERP7PDTmhiNTIQ9T1MZAaeYhF837MtxNCYd0Sdu7cgY9jNnf16UL71s24q08XfByz2blzR5k91or21FNP4ePlSWh1H3y8PHnqqaeKfY4//viD5s2b5wlWPPDAA+zZsyffYAXAqlUrSY46QucmQXRtVZfOTYJIjjrCqlV/je2Ljo5mxozpvP7KC7g6WolPycBitVEvxI+MjEwi4pLw9y/bbiaNGzcu0sc//vEPbDYbWVlZfPzxxzRq1AhfX18aNGiQuyYsLAxvb2+GDBnCqVOnANi+fTvNmzcnLCysTB+HSFXj7mLixXubY3Io2e3CduPXcsvkAwR2uqfYx8bHxxcarNAokJLJsGQUOVjh7OCM2WQu44pEKheDPadnrVz3kpKS8PLyIjEx8bp9gVFERETkerJ3715u7dwJf1MmH9zqcU0dLGLTrIxem0yMxZm169aXeAayFE3Xrl1Zs2YNr7zyCuPGjavocgpUu3ZtTp8+zeTJk3XTV4pszJgxvPPOO7Rv357NmzdXdDnlwmg0YjAYePvtt3nrrbeKffyLL77Ip59+SmhoKCdPniyDCsvXqVOnqFOnDgANGjTg0KFDJT6XXisQqdpm/vA9dX0MtG/91++mf+7Yy4l4O0OGPnzF+mXLlpIaeYi7+nTBaDRis9mYt3wNbsEN6dv3r65sl3emCAn0IyI6lvhsx9zOFMW97o3uqaeeYs3yX+jdrj4Navpx+Gwsv249Qpc+g5g6depVj8/MzOT111/nk08+yR0h5+XlxeTJk686/mz0K/+ijksyvW9pgSUrC5OTE79u2M3JdA+eff5frFz5OxtXryA7NQFLehJeLg7EXEwkpLoPRgMkpGRyLimbe4ePYMiQshupkfP/+uLK+Xr8/Vi73V7gtpxxgXIl/V4gBYlPzqTf6OV5ts16vTsh/m5FDlZkJcWy8ZmmebZ1/HIfTp5+xa7HYrFw9OjRq44CKe8OjTcaq91KhiXvSNw0S1qRxn84OzjTL7QfLfxalFV5IpWS4l4iIiIiUmk1a9aMtevW0/u2Xjy6LI6RrVzpVcdcrBf97HY7v53M4Iudabh7V2PtHysUrBARKWc5o2IKmzEvIlIV+fj5c+TodlxMdjLSUjG7unHkxBn8w9vkuz4+Noa6gX65I7eMRiMhgX6ciI3Jsy6nM8XNrZuw+8BRMtNSOHXiLCtX+vDggw/h4+dPROQh2tlsuSGNiOhYfIIblvljrghzZ89iWK9mjH+qN05OjmRlZQMwbfasq4Yr9u3bx5AhQ9i7d2/utm7duvH9999Ts2bNq147JSWFM3HnSIzxx9nRRGqihTMR57hgzWDRvB85dXgPjao7k5jkQmqanZoB3rg5O5GeZcHZyYG45AwCQxvTo0fPa/siFMG1vI8zv2P1vlCRsuXl5lTijhXXYvr06QWOAzlw4AB+fn74+PioY8VV7I7dXeTxHyOajcDVlHdkq9lkxsFQemN0RaoKPTOJiIiISKXWrFkz9u0/wLOjRjF25kyWnMhiYD1nOtd0xtGh4JBFttXOurOZzD+Wyd7zGTz04INMmDgRX1/fcqxeRETOnTvH/PnzgUujgkRE5C/BwSHMmz2NqFNHCQ8N5OjpaE7EZTGq2535ri9qGCM+NgYvZxNLVvyBj4uBugG+xF8wsHH1Cnr06EmrVq2ZuXcXn02dhrebEwmpWRg8qvPggPxDHTc6T7MDDWr64eTkCICTkyMNavrhab76Tank5GT279///8c5MXbsWJ577rncgMvV2DCy7/hZQgPcqRPkx8moWPYeO010RjR1/JzxMhtpGl6T1Iws9uzdT0p6Nr4+nsQlp3M2Oh6rSwAj/vki1atXL/kXoAgqQ2cpEcmfzWrBkppAdvLFaz6XxWIpMFgBl0Z3lvUYo8rAarcWOVgB4Gpyxc2x5CNVReQvCleIiIiISKXn6+vL9BkzGPLgg4wfN5b31q3H29WRJr4OhPs6UNPDhKMDZFvhbLKFoxet7L9oJSEtm1s7d2LJN6/Rr1+/q19IRKSK27FjB4sXLy5w/+rVq4t8ruzsbE6fPs3SpUu5ePEiBoOBdu3alUKVIiKVR2RkBO2aNyQowJeExESatQrBLyaeiIiz+XZbK2oYw8fPn1ULVxLmb6ZV44Y4mc1Y64eQaYhj584dtGrVGpvNTnxyGukZmaRnW/F1t1faTgNJGVYOn40lKys7t3PF4bOxJGVcfTzFzTffzOjRo1mwYAEzZswodhc8I3bcXFw4eDqG4xGxJKVlYLdayUiMISzAjQvxSew5cIR+3W5m38HjZFssRCelE5eajW9oE17+xwiaNm169Qtdo9DQ0DK/hogUn8VqIzktm8TUrBIdH73+J45OG401LalU6omPjy8wWOHl5YWPj0+pXKeyy7BkFDlY4ezgjNlkLuOKRKoOhStEREREpMro168f/fr1Y//+/cycOZMtf/7Jgu3biE/46x/2Pt5etGnTgWfat2fIkCE0adKkAisWEbmxuLq6MmbMmHzHL9ntdtasWcOaNWtKdG6DwcDLL798rSWKiFQq8bExNGtQl/at/7ph/+eOvVeM+chR1DBGcHAI+w4fJ8gcTGLiRS6cSCIm1UL9umHEx8awc+cOavu58PxD/8gdCzJv+Rp27txB376VL5R83+AH+HX5LwA0qOnH4bOx/Lr1CEMeGnrF2uXLl9OrVy8cHP7qavHWW2/xxhtv4OzsXIKr2/H3dqd2oDcpKcn4uLmTnZ1JYrqVC7Fx9O3agRkLV/H7xp2Yzc7sP5OCg6sPvQf1pnuPHmXesUJErl/Lt57l4x/3kJJuKdHxNqulVIMVFouF2NjYfPd5eXkxadIkjQLJh9VuJcOSkWdbmiWtSMc6OzjTL7Sfxn+IlCI9S4mIiIhIldOkSRPef/994NLNvpSUFLKysnBycsLd3T3fm4IiInJ1DRs2pEGDBhw+fDjf/SV9R7O/vz8TJ06kR48e11KeiEil4+PnT0TkIdrZbLkhh4joWHyCG+a7vqhhjMjICBqE1SHNZuN4VCImBwOORiN7Dh6hdbdGxMfGUDfQL3e0hdFoJCTQr8BQR1n66aefmDplMmmJsbh6+fHUP57mnnvuKdXzTZ06laeegmmzZ+FpdiApw8qQh4byxRdf5B4XHx/PM888w+zZsxk3bhyvvPJK7r64uEsdP+JjY/Dx86dVq9YEBgZetZbo6GgOHTmGKSWS0GrONK4dQMSFRKJjk/H1utS1YuXmXYQEBbB+90lcvAPodvv9ClWICBar7ZqCFQCW1IRCgxUOrp6Y3LyLdK7p06cXOA7kwIEDhIeHK1iRj92xu4s8/mNEsxG4mlzzbDObzApWiJQyPVOJiIiISJVmMBjw8PCo6DLkb4ozOqAinTp1qqJLkBvQmDFjGDNmTEWXUWY+++wzdu3alWfba6+9hsFgoEePHkUOSBiNRjw8PGjYsCG33HILjo6OZVCtiMiNrVWr1szcu4vPpk7D282JhNQsDB7VeXBAm3zXFzWMER8bQ9vmDVmzfiNGezbhNQM4eOwM20/Fc8fQkQDFCnWUlZ9++omP//06HRsF0bBtIw6dPs/H/34doEQBi8LON3XqVKZOnZrvcatWreLhhx8mIiICgDfffJP777+f2rVrEx0dzaJ5P+LjmE3dQD8iIg+x6NRxBtx1b4EBi+joaFau/J1lC34m5swRQgM8OHImhoiYRLIsVpydTbi7OnFz83COnEshIjqJsBY38+STTylUISIAJKdlFxqscHcx4eFa8t+vHVw9CR/2AUaHq99mtFgsBQYrAPz8/BSsyIfVbi1ysALA1eSKm6NbGVclInq2EhEREREREZFS07t3b3r37p1n22uvvQZAp06d8ryTV0RErp3NZic+OY30jEzSs634utsL7BRU1DCGj58/qzaupF6wL/6eLkTHp+Ll7U27ZoFERJwtdqijtOV0l9izYzt33FKf5wZ3Jbi6P9kWC6O/mMfUKZNLFK6YOmUyHRsF8cGIu3A0ma56voyMDEaPHs2nn36au83b25tx48Zx8OABNq5bw/FTpwn1MnDXgH4YjUbaXWWESk4Y48ierQSb00mv4U2dQG8a165OTGIKnq4uODg4cDQqgcMnI7G7+tOwZXvuGHTfDROssNvt7Nmzh71793Lx4kUyMjKuftBlNCZM5Nq4u5h48d7mmByMxT623fi1OHr4YnLzvmqwwmKxEB8fT2xsbIHBCi8vL3x8fIpdR1WQYckocrDC2cEZs8lcxhWJCChcISIiIiIiIiIiInJD2rlzB7X9XHj+oX/kdpAo7MY9FC2MERwcwr7Dx7mtRTAt6tXmQlwSMakW6tcII/7/R38UJ9RRmi7vLmGr40ejUH+On47CZDJRvZoPDUOrs/nYwRKdOy0xloZtG+H4/++gdjSZCjzfnj17ePDBB9m3b1/utk6dOnHvvfeyee1Kttszqe7vy+HjZ/BsGU5ySgoAZ8+cITH2HL9u2sOa1avJSEmkWmAwt9zSiczMDNasWomHMQVrehL1Aj0JqubK9oOnqZ2ZRa0AH45FxnHuYgopGVbWHY7lviG331BjQP73v//x73//m7Nnz5b4HApXiJTMrNe74+XmhIerY4mCFQCOHr44efpddV1hY0ByeHl5MWnSJHWtuEbODs70C+2n8R8i5UTPWCIiIiIiIiJSpt5++20AunTpUsGViIhULvGxMdQN9MNovHSTzGg0EhLox4n/D0D8XVHDGJGRETQIq0OazcbxqERMDgYcjUb2HDxC626NShTquBbR0dFMnDiBxQsXEBVxljs7N+K5wV0ZN+13ElMzcTc7cSbyPL5eHhw6fR5Xr6vf+MuPq5cfh06fJ9tiye1c8ffz2Ww2PvnkE15//XWysrIAcHZ25rXXXiPQz5sDu/6E1Au0aBCCv587maleHD9+gu3bt2HNysSWnsihg/vZsnk/tzSrTViIP6f2HeWNebPpfmtHkmIv4OpqIzUhnlizN52ahnLmXBxbD0Vgt0NUXDLZOFG/WVv++cJLNG3atFS+xuXh+eefZ+LEiQAlDuIYDIbSLEmkSvFyc8LHw7nMr3O1MSAABw4cIDw8XMGKYhrRbASuJtc828wms4IVIuVIz1oiIiIiUuUtWrSI5/85ik8nfM6AAQMquhwRkUonJ1whIiKly8fPn4jIQ7Sz2XJDDhHRsfgEN8x3fVHDGPGxMbRt3pA16zditGcTXjOAg8fOsP1UPHcMHcneXTuKFeooqejoaFatWsn333xF5MnD9GgVxl7nLBrXutStoneHhkxb8iep6Zl4u7sw94+9bDwYxUtvjS3RtW5q34GFP07j1Bv/4+amdTgXl3TF+SZOnMhLL72U++fGjRszcuQITp84TorlIkabhTYNQnjynu5ERMdQt2YQX8z+lRk/LaZBzWo4GmDHgRO0CQvgns4N8PJwJb1BINkZaWzetIFmYSG4m924qVEIWw6eZYezI25mR05EZxMRk4LB2Y1Hn3iGuwYNumG6VQCsWbOGCRMmYDAYsNvt+Pr60qtXL2rXrs3UqVNJTEykb9++tGvXjszMTE6dOsWKFSuIi4vDy8uLZ555Bicnp4p+GCJVhs1qITv5YomOjY+Pv2rHCgUr8rLarWRY8o5ISrOkXbHO1eSKm6NbeZUlIvnQM5eIiIiIVGlpaWmMHPE0ERGRjBzxND169MDV1fXqB4qISJGlp6ezYsUK4NKLqcXpYLF06VIsFgve3t7ceuutZVWiiMgNqVWr1iw6dZx5y9cQEuhHRHQs8dmOdG7dJt/1Pn7+HDm6HReTnYy0VMyubhw5cQb/8DZXrFu/fT03NalLUIAPCUkpVPPzo51HIBERZ4sd6oBL4YWdO3cQHxuDj58/rVq1JjAwsMD1X331FZMmfIKzPYPomHgG3NKIR/vfxOT5G0lMzcDd7IiL2cgz93Th1S8WcD4xjfqNW/DSW2MZNGhQkb+G0dHRrFz5OxtXr6BuoDcjHr6P9Zu3MnPVPtyr1bjifE8++SRTpkzhyJEjPP300zRpEIYp7QLnTh4kxdHGsbPnqefXGIPRgJuLM1aDjZYN6/LVgrVYsjJoUieQ+KQUerWuTYifB85OJjLNJsKCfdh3IprQAA/iU9KxGww4OZrYfPAs52JTsBscadm+8w3XrSLH1KlTcz9//PHHmThxImazGYANGzawYcMGmjdvnieQmZ6ezrvvvsv48eNZtmwZixYtIjg4uNxrF6lqotf/xNFpo7GmJZX6uTUK5Eq7Y3ez9PRSMq2ZFV2KiBSBnr1EREREpEobO3Ys56LO8UEXb95cd45x48bx7rvvVnRZIiKVyo8//sjw4cMxGAx8/vnnxQpXrF69mo8//hiTycSBAwcICwsrw0rLR+3atUvcDl1E5HKBgYEMuOtedu7cwYnYGHyCG9K5dZsCOxoEB4cwb/Y0ok4dJTw0kKOnozkRl8WobnfmWdeqVWvmzvie6s7OeDp54+jpjL9/OA5uPhw+dhTvan6sWP0nv61aQ8M6wdiNjhg8qvPggPxDHXv27OGb/07GITuZkKDqpF7wIOLUcQbcde8VAYvo6Gg+nziRBXO+p1vL2rSoV4Pvlm4j2M8Tm91Cz7ZhzP59NykZWfi4uxCfmo2DswufTvqsWKGKnGstmvcjpw7voVF1Z25qEkSG3ZH77rqdVRt34hbckN69++Q5xtXVlYkTJ7Jr104uxlzg/MkD+Hq506xOAH5uRrIy0th56BTrtx3A0cFIchYkZNhwdfXA290JRwdIz8jmfHwy7i5OODqaMDlYiYpNIik9k+Dq1Qj2t7D5QASpFiPevoH4VDcTXL8FTz751A3VreJymzZtAiA8PJypU6fmGe9Rr1491q9fz7Fjx/Ic4+LiwtixY3FxcWHMmDEMHDiQDRs24Oxc9mMNRG5kFquNxNSsEh1rs1quKVhhsViIjY29YvuBAwfw8/PDx8dHwYrLWO1WBStEbjB6BhMRERGRKuvYsWN8OH48gxu50D7YmcGNXPhw/DiGDRtGvXr1Kro8EZFKY+7cuQD4+Pjw2GOPFevYV155hUmTJpGZmcm3337Lv//977IoUUTkhhUYGEjfvv2KtDYyMoJ2zRsSFOBLQmIizVqF4BcTT0TEWZo1a5ZnrcnRzPGI87g6O2C1WHF2S+V8+nliUiw0tyfRsrYPZyIi2LrnIAGBQdRyD8g3OBYdHc20b6YS6JTKrZ1aEHnhIvFp6RjS4ti5c0ee2nO6VcSdP0fvm+rxcO/WBPi6s+doJOfjU7hwMYVa1X0Y0rMFY2eu5UJieom6VeTU9dVX/yUh4ghOJiN1QmoRWM2DvYeOs3FDKt6efqxas4bnn3+BxYsX5/77YM+ePfy2dAE+jtnEnokkLvYCNXzdqebjw7a9kVizLZw9H89XCzYQXicEu6M7selG7HYra7YfxatTE8xODqzcdozoiymEVvfGarWz/XAkqWmZHD17gd1HI4hPziAsNISAGjUIqd+COwbdd8MGKwDOnz+PwWCgT58+eYIVQO7X9u/hihyjR4/mm2++YefOnXzzzTc8/fTTZV6vyI1q+dazfPzjHlLSLSU63pKaUGCwwsHVE5Obd4HHTp8+nZEjR+Y7EsTPzw9/f/8S1VSZZVgyihyscHZwxmwyl3FFInI1CleIiIiISJVkt9sZNXIkvmYDQ5pcmlc5pIkbK85k8+yoUSxZuvSKF/1ERKRkDh8+jMFgoFu3bsV+t2m1atXo0qULv/76K6tWrSqjCkVEqob42BiaNahL+9Z/BSn+3LGXE7ExwF+jO9asWomnYzZxiVZiElIIrxnA9v3HWHvgHEPv6U+L+rXIDjTzzODezF+1BVefGqRnWq4ISwDs3LkDH8ds7u7enrDaNbHZbMxb+ScR8cnEX3bdy7tVHHWz0qR2AAmp6bi5ONK1dRhTFm4hLSOLsGBfTp6LJzXDwqeT/lvsUEXO9RbN+xFjUgQdGwexZe8xfl+7GQ9DcxztWRw6cpDpv+1g657DADz00EOsX7+e2NhYvvnv5EtBkZaNOHbkMBcvxhMdfR4vdxea1g3Ez9sNT1cnDkSlYPA2kBh/hjYN69C1eW127k/jwsVE7HY7zcNqEFjNg5iEVI5ExIId0jItrNx2hEa1AgirGUhSho24NBv3dOp6QwcrgNx/W7m5uV2xLzw8HIDjx4/ne6zJZKJ379589dVX/PDDDwpXiBTAYrVdU7CiMA6unoQP+wCjQ/63FS0WS4HBCrl2zg7O9Avth4PBoaJLEanyFK4QERERkSpp4cKFLP/1V9671Quz6dILfWaTgREtXXhz+XIWLVrEHXfcUcFViohUDufOnQMo8UiPJk2a8Ouvv3LkyJHSLEtEpMrx8fPnyNHtuJjsZKSlYnZ148iJM5j86jJjxnQ2rl5B3UBvHLOSyM5MoV4NbxrUq0t6Zhb1wupw7HwqHmZHMtJS8fNyx8HBgZAAX07EJhJWOzQ3pHG5+NgYatcMIjE5DbvdjtFoJDjAl5VbN7P5wFk++OADrJkpJCWnMaBjfZ65qyP/XbCJ5PQs3M1OnD6fQK0AbwK83Viy8RANa1cnLimVNIuBjh07lujrkBP4aHpzK5IvnKZTk2B+WHyCXzftw2az89XCTcQlpuaud3R05JdffmbH1i2cO3WYGg1qMmPJWuLiE4iOTaRhqB892tSjY5PaxKdlEhxQjdSsw1w8d4ZeNzWiRf0arN0UQTVPV/Ycj6ZuDV9aNwimuo87JqMDLk6ObD5wFm8PdxrUDuKmVo1p0Kgp9RvUZ+WGnfl2FrnRVKtWjcjISM6fP3/FvpzOFSkpKZw8eZI6derkezzA0aNHy7ZQkRtYclp2gcEKdxcTHq6OJTpvu/FrcQmsW2CwAiA+Pr7AYIWXlxc+Pj4lunZVNKLZCFxNrnm2mU1mBStErhMKV4iIiIhIlZOWlsazo0bQPtjMLSF530F9S4gzNwWbGTXyGXr27Imrq2sBZxERkaJycLj0QqDVai3R8U5OTgAkJyeXWk0iIpVFTreJ+NgYfPz8adWqNYGBgfmuDQ4O4Zspn7Ns2VK8XJ2JT0knOtlC9erBONizaFbbj85NglizK42kOCs1fFzJSEnAwWDAmpVJgJ8Pew8dIzEpmcSYczRrGMa5uASCQsOJiI7FJ7jhFdf08fMnJv4MKdkGdu47gpeHK0v+2MKOfYcxWdPo2rgGYUH1+Xn1XoL8PMm2Wuh/S2OmzNtIbGIaXm5mzsUlcfhsDG892pOurcJYtf04S7adzrdTxtW+RnajA1s3b6C+nyMZcUbITsVky6JxLX9mrtrF8bOx2P5/vInRaKRP79swOzqwbtlPnI+5SGpCHMePZXI8Ko709HQahQYQFuRLWHA1Qmv4YImMJTI7kzrVvTkbl0qgtzPO9kxslmxi4lNwcXIkwMcdAwasNjsORjsBvh5YrDYyrXaCatSgQaOmNGjYEC9PT0IC/fINrdxomjZtSkREBH/++ecV+xo1aoSDgwM2m43169fnG644deoUcCmAISLF4+5i4sV7m2NyMJboeEcP30I7VsTHxxMbG5vvfi8vLyZNmoTJpNuRAFa7lQxLRu6f0yxpV6xxNbni5nhllx8RuT7o2UxEREREqpyxY8dyLuocH/T3uWL0h8FgYFRrNx5deo5x48bx7rvvVlCVIiKVR0BAACkpKSV+t+nZs2cB8PT0LM2yRERueDnjLXwcs6kb6EdE5CEWnTrOgLvuzTdgsX79OrJT46lf0wdvD2eiztuJiY3CMcuFxmEhpGdkEFyjOs2SUvlt/XbOR0dye8dG+Pt6QbaNC+ejOXY2BneTFV83Rzb8uY1j51PoYHHGs3oonVu3ueKarVq1Zvrunew9uIesjFR2HTjOoRNnMWFl4C2NeKRvO4Kre3H2fAJxiWlExSThanYiwNeDbYciyMy2YrfbqV/Tj7BgPxKSMzh3MYlqPt65Y0Vyvhb5hUwu/xp5OZv49ff1xMfHczbNlU5NaxFYM4SVm3bzvyVbiYz5613XNfy8qB9WBz8XG56mTFztNqLPncXN0ci+4wm0Cg8m+mIytQI8sdhsnItLJi09C7OTIxlZ2cTEJ5OYksH8lZvxdTWz61gkbRqGUM3ThfPxyZidTWRbrGRaLByLuoiTiws3NaqJt4crhowE9uzcTtMWrQoMrdxounXrxvLlyzlw4ABHjx7NHQUCYDabadWqFdu2bWPSpEkMHTo0z7FRUVEsWrQIg8FAjRo1yrt0kRvarNe7E+LvVuJgRWGmT59e6CiQAwcOEB4ermDF/9sdu5ulp5eSac2s6FJE5BroGU1EREREqpRjx47x4fjxDG7kQrBH/r8Oh3iaGNzIhQ/Hj2PYsGG5bWpFRKRk2rZty/Hjx1m5ciUJCQl4e3sX+Vir1crKlSsxGAzUrFmz7IoUEbkB5Yy3uKtPF4xGI+1sNuYtX1NgR4e1f6yiVV1/Hr/jZixZmRixM2X+BrYciuKfD/Vj5aad7Dp4nGpebiQmJeOCIylp2Xh5WEhIzSImPommDcMZ0K8P8RdjCamdgtOBE6Q5ePLQoPuoXr16vnUajQYC/XzYsy+a2AvnuaNDGKejLxIeUo345BScHI3c0bkpH0z7nYysbKw2O86OJnrf3BhXN28y0xI4H5fE7JW78HB15kTURTx8/PHx8+enn35i4oTPSIk7R+OwYHp27UxqZlxuyOTyr9GvqzfRuUVd3M0mZizdyInoeNbuOsqEWSvJzL7USt9ggNs7tyDY3wfPgFoYshIh20BaShKujgYuxCcT4u/FLc1qsWbXSezYcTU7sXHfac7HpWDHzq5j0WRZLHRrFc6eYxEcOBONn7crzcOq4+VqJjI2ieORcVTzdOXU+WQSLc70urkl3bveyvGz5zgdHU9qaipbD5zGM6hevqGVG82QIUMYPXo0NpuNsWPH8s033+TZ/8ADD7Bt2za2bdvGsGHDePbZZwkICGD37t289NJLpKamYjAY6NKlSwU9ApEbk5ebU5kEKywWS6HBCgA/Pz8FK/6f1W5VsEKkktCzmoiIiIhUGXa7nVEjR+JrNjCkSeEtFoc0cWPFmWyeHTWKJUuXXtHhQkREiq5///7MmTOHtLQ0Xn31VaZMmVLkY6dOnUp0dDQGg4GePXuWYZUiIjee+NgY6gb6YTReunFmNBpzx0j8vZNDcHAI0eciaenvh92ShbOTCbOjA/7e7mRbsnF3ccbb04NVm/eA3Y6Lo4FubRsRHBxEUlomZhczdYL8CfRxp3nz5rk1BATv5US8vcBgxcSJE1gy/0fMDkaOno7igR7NeKz/TXy1aDNJaRl4uZmJvpgEdgPZVjtLNh/BZDLRr1MLBtx1H0cOHSDhnIWIC/EcPhNDy3pBVPd2Z/eZaH7++Re2b/id2v7udO8QRsNa/pw8tocefe/g2Kad9O/bh6zUBFIzspj89XRMRhutG4XSp3Mb6oeFEp2URnKmPTdY4eLsSPsmdcnMsnAhMZP6TXw4ejiatKSLdG1VF5ODkVPOjtTy9yIhNZOBnRrzzdJtVPdxJyMzm0UbDxKXnEq9kAC6tQ4Du5Wureri6uzI6fPxpKZn07xuDdo3qsmyrUc4cDqW6kEhBNXwombNYNq2aUnjxo3Zue8whyP3kYJboaGVG0lwcDCPPvooX331FdOmTeP++++nd+/eufv/8Y9/MGHCBM6ePcuMGTOYMWPGFedwcHDgn//8Z3mWLVKl2KwWspMvFmltfHx8ocEKLy8vfHx8Squ0G16GJaNIwQpnB2fMJnM5VCQiJaVwhYiIiIhUGQsXLmT5r7/y3q1emE2FhyXMJgMjWrrw5vLlLFq0iDvuuKOcqhSRitC1a1fWrFnDK6+8wrhx4yq6nErn/vvv56233uL06dN89dVXBAYGMmbMmKset2LFCl588UXg0g3D4cOHl22hIiI3GB8/fyIiD9HOZsNoNGKz2dh7+ATHzqeybs0q3B3t1PDzYNOvZ9h99AwJiSms2hZPSkoG1XzcCKrmybGoi7i5ujJ3+QZOnYvjVEwKJpMT1fwDScu207tTC0wODkRfiGPZpgOcS0hl6cp1JCQm4u3lRdSFi4Q0vinf+r766isWzpnGrc1rUau6NwtsGQT7eeLr5Uq3NvX4adVektIyMWBg/8nzVPN0pe/we4hJzsbd2UCdOnU4fOgg8cmpuLs406NNOPVCqnHg1AX8kyysX/UbfduG0qROIPVC/OnQvA4L1+xm2dIlnL8QS00PC23bNWTL/tM4OWVTq7ovGckJ/LRkNe073kJcQjJYMmkcFkLMxUR6tG1A43o1OR+fzM6Dp1n82xrOx8TSvWUobeoHk5CSgd1uw+xk4nT0RSwWKy3r1WDJpkOkZmbTKDQAB5MDzesGUru6FxcSUvByd6GGnyeRsUlsORTB7uPncHF2wtVsJiIxg243dSMjy4KrtxF3N3c8PYz07upLWkYWbsENK0WwIsfEiRN56623AHBxccmzz8XFhYULF9K3b1/OnTt3xbEODg588cUXtGzZsjxKFalyotf/xNFpo7GmJV3zuby8vJg0aZK6VhSTs4Mz/UL74WBwqOhSRKQQemYTERERkSohLS2NZ0eNoEOIC7eEOBfpmFtCnGkfbGbUyGfo2bMnrq6uZVxl6RkzZgzvvPPOVdd9++23ulkpJZbT0WXZsmX06dOngquR65mjoyOff/45AwcOxG6389577/HHH3/w+uuv06NHDxwc8r6AePToUSZOnMiUKVOwWq0YDAYee+wxGjduXEGPQETk+tSqVWsWnTrON3MWkZKSzOFjp4iKiadVw9rUCzGTlJTEicMHaRkehEO2N7uOpePj4YKDg4FzMQks3XiQ2MR0PD3ciE1IpE5IdcIbNuRcQja+7s6cOnuKj39YTnjNALbvP8GFVDvGFAt7d24jPDSQvTuPciIuiw633Z1vp4yJn3xIj1a1GXX3LRw6c4G1u07w54GzmJ0d6dexCTGJ6XwyazVxyek0rxdCt+4dGXr/3dhsNsZ//jXfzppPUtw5jp44h90OfW5qiJPJREp6Fo1D/YiOjadRnUBqBPgQFZuI1WIlsJonO45E4WQy8GDvdtitFmoHeOHgYODA6VgOnLqAt7uZ3/7YgI+PF7sPnyEtI5P+HRrQp2MTsu0OnIqIBmsWgR7uuJs88fUws/NIBKnpmbg4OZKYmo7VaicuKY1zsck4OppoGxqI0QEuJqYSm5CCu4uZbCs4OjiQZbERn5JBw9DqmBwMnL2QxNkEO6+++S6DBg0iOjqaRfN+ZN7yNYQE+hERHUt8tmOlGAdyOWdnZ4KDgwvc37x5c/bv38+XX37JihUriIqKwtXVlbZt2zJy5EhatGhRjtWKVB02q6VYwQqLxUJsbOwV2w8cOICfnx8+Pj5VOlhhtVvJsGTk2ZZmSbti3YhmI3A1/fU6k9lkVrBC5AZQdZ/dRERERKRKGTt2LOeizvFBf58ij/gwGAyMauPGI0vOMW7cON59990yrrL0mc1mQkNDC9zv5eVVjtVcsmnTJiZMmEB6ejoLFiwo9+uLSMXo378/n376Kc899xwA69evp2/fvri4uNCoUSN8fHxIT0/n1KlTREVFAZfGOQF07tyZzz//vKJKFxG5bgUGBtL+li5M+2YqPo7ZeLm7EOLrTA1fZ2p4O9Ogupm0lET2H48i+mIyTWsH0L5pXc6cj8dkcsDfx520bDvNw2rQvmVTuvboRY0aNZjxy1J2HImiQaMmHD1+gi2H94KTB33vuJtAcxYt6tci/mIsjmY30g+c4IcfphHo50MtXzNLFi9n2aoNuDqbMAChgQ0AO/tORNOpWW0uxKdwPDKOMV8v58CpC/h4uHJrm4a0blgLuy2NnxYs4Z6B/endvRPr9pxm854zWFNTaBBSjbV7TpCZbSXiQgLtmtTB2ezC4dMXuK19I5Zu2M+81Xs4ff4iO49EEhroQ8v6IazZfogGNf05fPo8U+ZvJjYxle6tw0hIPY+njy91a9YgwM1A19ZhODsY+OPPg9isWfRsE0a9mv5sOxRJRlY22RYrVouFuKQ0UjOySMvIwmqzEx2XBBiIuBBPYDUPavi6k5Kexc7j0YQG+rLszyPsORZFi/AgwmsHkZppo0fv24m4mIaLizn373HAXfeyc+cOTsTG4BPckM6t21SqrhVF5e3tzejRoxk9enRFlyJyQ7FYbSSmZpXs2NSEAoMVDq6emNy8c/88ffp0Ro4cme9IED8/P/z9/UtUQ2WxO3Y3S08vLdIIEFeTK26OhY+sFZHrj8IVIiIiIlLpHTt2jA/Hj2dwIxeCPYr3K3Cwh4nBjVz4cPw4hg0bRr169cqoyrLRokULNm/eXNFl5LFgwQLmzJlDly5dKroUESlno0aNIiwsjEcffZQLFy4AlzoL7dixI8+6nFAFwKOPPsqkSZNwdHQs11pFRG4UkZERdGgaRveOrfj6h7nU9DJy8kwEBw4k4ujowInIWGpV98bD7EjdIF8cTQaCAqvj5mSnZnAwq/ecZVD/W/FwcSY+Pp7g4GDq1w0lzcGL0Lr1CKrXDB8/f1q3bsPK35ZT18dAaO1QEuPjCPJxJbtudWb+ug1bsD+rT5/l6OGjDL2tJXWCfPhx1V4OnIwmK9uCwWAgPKQa2RYL8SnppKZn4mgyclf31rRuWJuEpBQah9Vk0+Fz7Nh7kPRMC1269yAmNoaju+LYf+IcHZuFElajGstT0jgZGcM9t/fkhznzyMzKJsDHlXlrT3PkTBwGJzMmRwesVhseLk58+csGfly9D6vNBsCm/acZ2qctF5MzMGSl4OFq5tc/D2PEQDUvFwJ9vAkL9uWmxrUxGY38tuUwyWlZGA0G0jKzOBl1kSZ1A7HZbNSvWY3z8amci0vGYAQ/bzfMTiZSMywcO5eMh6c3aZZIzG5eBNZuSMtWrQkOCuLPHXs5ERuT+/cYGBhI3779KurbSERuYMu3nuXjH/eQkm4p1fM6uHoSPuwDjA6XXkexWCwFBivkUseKogYrROTGpXCFiIiIiFRqdrudUSNHUs3FwJAmJXtHwJAmbqw4k82okSNZumxZkTtfiIjIlfr168fJkyf53//+x5w5c9i6dSvZ2dl51lSrVo1evXrxwgsv0LZt2wqqVETk+vT38RunTxyjnp8La9as4cSJE2y7GIvdaiE00IfMrCxC/DwJ9vMkPdNCemYWmZmZRF9MoH2LhpxLtlC3nhOxiamEBPhwMSUZm81GRHQsoXUbXnGz38fPn70HtrBj124SY87RrGEY9zz3HxwdjVT3dud8Qgo+7mbef7wXKZnZBHq7M+a73/nz4Fnu7docq81GrUAf3JPMuDg74+TkSPOwINq3CGf9tv3sO3YGW5aFHxcsw80ngFu6VceGkfMXk+jVJoz+HRoBdtxcnPhx7QGWr95IXEIKSzYcxNnZAYvVTvN6gbRp1ZJDhw7x1LhZHDx9gZiE1NzHUKOaB3d2akL/Lq2Z8uMfnImKw8PdTO1AbzIys/H3ciMyNgFHRxO9bnImwMedukG+rN97Ck83V5wdjXRqXpsOTWrhZr70tVu14zhgp15QNTzcnImMSeZM9EVaN22A2c1InfrNaN6uPX379sVoNOZ+jX2CG5bvN891KCsri9OnTxMfH4/RaMTb25vg4GBcXFwqujSRG4LFaiuTYEW78WtxCaybG6wAiI+PLzBY4eXlhY+PT6nWcKPJsGQUOVjh7OCM2WQu44pEpCwoXCEiIiIildqCBQtY/uuvvHerF2ZTyUIRZpOBES1dePPXX1m4cCEDBw4s5SqlPGVlZfF/7N15eFT12f/x9+x7ZiaZJJN9B8IqYVXBBUUWBZdWbX1sq9Vq3dpa21pr68+n1lprtbXS2kVbte4bIoi4sO9bAiFkIfs+yayZfZ/fHzykpYAiggh8X9eV6yIz53vmnskhDHM+576VSuXJLkMQzmgajYa77rqLu+66i3A4TE9PD06nE5lMRmZm5ieOMxIEQThT2Ww2Vq1ayfpVH5KuV3LOpHHYm7t4b8V6dKkAaWopY0pz2R0cwqjRUpFvoaa5j4q8dHRqBXmZBhxDIQbdAZxDAbbvbafXE+aayy/FHUzy1kdbKSgupdu1FndMwcyqSYfUkJeXz+JXXyBdFqCy0MKC23/FiPwMLpk6glGFFhq7HLy/pYmpt/6J7yyYSnOPk7K8DBKJJJF4HIVMijHdgFqppGvQi1Qm44Mte+l3+UlJpAw4PdS32+hxBjlLp2XTh2+zdVMNiXicaCxOIpXCqFNTlCOjamQhf3p7E9dfNIaHbpnPut0dBIIhEskEtR0uhkIxNu7pIJH8dzcka7qemy+byvzplQRiKXocQ+RnpjFzfCkTynP4aHszgUiMXIuRlh4HLyzfRjASZV+3k2AkhlYdx+2LkGdJozw3g0QqSZZJx5tr9pCbnsaCsyvpc3kZXWzl7fWNvLO+jqopZ3PnD75Nc8MeFq9YS77VQo/NccTX+Ezg8/n45z//yUsvvcTu3bsPCVnKZDLGjBnDggULuPnmmyksLDxJlQrCl58vGDtisEKvkWPQHlv3N4Uh/aBgxScxGo0sWrQIuVyccjwaKpmK+UXzkUlkJ7sUQRCOgfRkFyAIgiAIgiAIJ0owGOT737uT6fkazs1Xfa59nZuvYlqemu/ddQfBYPA4VfjlEg6HefbZZ7n00kvJy8tDpVJhMBiYMmUKf/zjH0kkEoddF4/Hef3115kzZw5FRUWoVCpyc3OZPXs2S5YsGd6uuLgYiUTCo48+CsDatWuRSCTDX2vWrBne9oILLkAikfDggw8CsG7dOq666ipyc3NRqVQUFRVx880309bWdtiannvuOSQSCVarFYBVq1Yxffp0VCoVI0aMOGT7jz/+mP/5n/+htLQUrVaLXq+nsrKSO+64g+bm5iO+Zgee03PPPQfAu+++y5w5c8jKykKtVlNRUcHdd9/NwMDAEfdxNBobG7nrrrsYO3YsRqMRtVpNYWEhX/va11i1atUR191www1IJBK+9rWvAftfx4ULF5KdnY1arWb06NH8+te/Jho9ttm8xyoej/PXv/6VmTNnYjabUavVlJWVccstt3zi6w3Q1NTEzTffTElJCSqVivT0dM4//3yeffbZIx6jAKFQiN/+9rdMmTIFo9GIXq+nqqqKJ598kuT/tQj/pHqP5hgXjo1araa8vJxp06YxefJkEawQBEH4PzabjfffX87L/3qel156kZdf+Af9DduYVpLGWcUZ7Nq9h/q6WpI+G9V1LahkKSpy0zBolJTkpqNRK4klUriDMTKMegpysjhrzCh2tfTRYXORk65jfJGZV99czM76dmxRHT55Brq8USy86hqys7MPqam3tweFNMUHm/fy6HPLUSikXDJ1BL+99RJuXTiNH159DpVFWVgz0oglkpgNGgwaJdPGFCKTSGjpc9LS62RDbTtb6zuJROJ4fQG6evup2dvMio178PiCXDd7IqXpctyDfUwbYWHKqHz6nV7u/uO7XPv/XuTxl9ewo6ETs15FZYkVvU7HUCCMTqNid3Mf/1q+mRWb6oaDFWlaFfOnj2REQSY7mrp5Z0Mdj730EYXZJgqt6YwoymZMaS5VI/Oxuf30OryEo3E+2N7M66v2sKetn3PHFlFVkYdCLqOl18mba/ewqa6TbY3dhKNxzAYN+3odOIYCtPS6yMrOpmrq2dz3iwe54IILWHDl1ejyRtHmTn3ia3y6W758OaNGjeLuu+9mx44dRKNRUqnUQV/xeJza2loefvhhysvLue+++4hERJt9Qfgs9Bo591w9Hrns858GjMfj2O12HA7HIffV19fjcDi4/vrrP/fjnI7uGHcHP57444O+flL1EyZYJpzs0gRBOEYiRiYIgiAIgiCcth555BH6+/r59aXmzz3KQyKRcNckHTe+189vfvMbfvnLXx6nKr88pk+fzu7duwEwGAzk5ubS19fHjh072LFjBxs2bOD1118/aI3f72f27Nls2bIF2N/KPzMzk76+Pvr7+8nOzh7u9FFWVoZarcZut+NyudBoNAddhabVag9b1xNPPMGPf/xjZDIZeXl5GAwGurq6ePbZZ3n11VdZunQpF1544RGf10cffcT8+fPRaDRkZ2cjk/376hC/388NN9zAW2+9BYBSqSQ3N5dQKERjYyONjY38/e9/5+mnn+amm276xNfvBz/4AU8++SRqtZqcnByi0SgtLS384Q9/4OWXX2blypWMHTv2E/dxOA8//DAPPPAAyWQSiURCbm4uRqORvr4+XnvtNV577TW+853v8PTTTx/03P7bn//8Z+666y7UajXZ2dkMDQ3R0NDA/fffz7Zt23jnnXc+c23Hwm63s2DBArZu3Qr8u31sW1sbbW1tvPTSS7z11lvMnTv3kLXPPvsst912G7FYDKlUSl5eHna7nXXr1rFu3TrefPNNlixZckhnks7OTi655BL27ds3/JhZWVnU19fzgx/8gLVr15JKpQ55PPhsx7ggCIIgHC82m42li9/ArIhRarWw9OO1KIkxc/IYZIkQuxvaWLNuC8U5ZhZMH8mHMglGnQbnUIgUEpzeEGW5GUwckc/u5l42BMKMqRzJms21mPVqHrtzIZnmNFJI+N9n3mNVzV7uu+9+Uon9HQQO9++izWbjD7//Pd3Ne5gxrpBcSynPLtvOqEILCoUCm8vHvz7cRUG2EZVCRq99iDyLkUyTHlJw9YXj2bCnndZeN619Ttr73YwuzmLWpHKkEglufxiPP0S22cSkimwkUhWRaBjboIv8DD0jCjJp6hqkrn2A9n43aqWCYDRFY+cA0ViMVCrF0o17qdnXS5/DO1z3qKJMbpxbhVql5KPt+2jqcpCmVaGSyRhRmEk4mqJr0MvYcijMzSIvc4DVO5qJxOOUWM1YjBpc3hBpOhXxxP6T/x5/mLZ+F219LqRS8PjC9Dm97O0YIBpLotKlUT52CpnlVcMBCqvVesiYlTPN66+/zvXXX08ikRg+xuRyOaNGjSIzM5NEIoHH42Hfvn2Ew2Fg/0nd3/72t2zevJnly5cf8f8MgiD82yv3zyI/U/epwYpkIk484CHmcx1xmxdffJE777zziONALBbLGdmxIpFKEI6HD7otGD/0QhytXItOcWwjagVB+HISnSsEQRAEQRCEL5VUKkUiHPjcX017a/nto7/ha5Ua8gzH5z/6eQY5X6vU8NtHf0PT3trPXeORTuaeLB6Ph1tuuYWamhqGhoZob2/H7/fzk5/8BIA33niDDz/88KA1DzzwAFu2bCEnJ4dNmzbhcDjo6ekhFArx7rvvcvbZZw9vu3LlShobG/nOd74DwNSpU4cDDI2NjUydOvWQmj766CN++tOf8r//+784HA7a29txOBysX7+e8vJyAoEA11577WGvoAFIJpN8//vf5yc/+QkOh4Ouri42bdoE7D/Wvv71r/PWW29hMBj429/+htvtpr29HZvNRnNzM1dccQWxWIzvfOc7rFix4oiv3TPPPMPf/vY3/vKXv+B2u2lra8PlcrFs2TKysrIYHBzk6quv/sxX3D322GP8/Oc/J5VKcc8992Cz2ejp6aGrq4vBwUF+/vOfI5FI+Pvf/84vfvGLI+6nurqae+65h8cffxyXy0VbWxsOh4Obb74Z2D8+54vowBCNRrn00kvZunUrs2bNora2Fo/HQ39/P/39/Xz9618nGAzy9a9/ncHBwYPWLl68mJtvvhmVSsUf/vAHAoEAXV1dBAIB3n77bTIzM1mxYsVwt5MDwuEw8+fPZ9++fZSVlfHRRx8N/4zcbjePPfYYy5YtGz4u/ttnOcYFQRAE4XipqanGrIhx5dzzmVY1jtGlBRRlGmjr6mXJh+tp7+hkxrhCZp1VgkohYcKIQkLRKG5fAKNOyaDbz5rdHQx4QkRTsK62k4YeD7v29TBjQinZ6WnI5QqMaWlUluSQigZQBG2UmiUEehtZuvgNbDYbAG+++SbnzZzBxedNpaupljlTyrn98rOZOiqfAY+fmuZ+Xvygml//azWtfU6KrWbyMo3Y3H784SgTynMY9PjZWNdJKgnhaIxAKIJWJSc/00hRtgmLSUdpTgbjS610DTghmcDl9VJsTad7wEVlURaXTh/JhRNLuWRyBRecVUogHEepkPHP93Yw+cbf8Yu/vIfT4+ebcyeSk2FAq1ZwUVUZl0wqZ+b4Ety+EBlGLXOmjeDcccVoNUpkUjnleWbqWnt4e9VOPt5SR01TD/FEgsqibMrzLUyrLGBUURYbaztJJFPMmTaSkhwzvXYfLl8QjUpBeX46Ll+Ipi4HgXCUzkEvEbmRqjN07Mfh9PX1cfPNNxOPx0mlUhQWFvL8888zNDREbW0tK1euZM2aNezatQu/38/69eu5/vrrkUgkpFIp1q9fz7e//e2T/TQE4ZRg1Ck/NVhh2/AmG28bzabbx7L93vMOu008Hv/EYMWZardjN7+t/i2P1Tx20Nef9vzpZJcmCMIX4MyLkwmCIAiCIAhfaslIkPU3l32ufaRSKe5b4yFdmeS6Mcf3CoHrxuj4sD3Ety6ZwiMXmD5XR4yZz7QiU395rmBYsWIFo0aNOug2hULBb37zG5YuXUpDQwPvvvsul1xyyfD9B8IWd95550EnmVUqFQsWLPjcNW3atImnn36a7373uwfdPmPGDD7++GPGjRuH3W7n6aefPmy4wG63U1VVxcMPPzx824GrB998802WLVuGXC5nxYoVnHPOOQetLS8v5+2332bBggW89957/PCHP2TOnDmH/Zlv3LiR5cuXM2/evOHbpFIpl156KcuWLePss8+msbGR119/nW984xtH9dx7enr4+c9/DsBvfvOb4ZDLAenp6Tz00EMYDAbuvfdefve733HbbbdRUFBwyL6am5t54okn+MEPfjB8m16v5y9/+Qtr1qyhpaWFV1999YR3YFi0aBHbt29nxowZvP/++wd1mLBarfzrX/+ioaGBXbt28fe//537778f2D/S47bbbkMikfDaa68xf/6/r/qUSqVceeWVJJNJvvrVr/LUU0/xwAMPoFarAXjqqaeor6/HZDKxZs0a8vPzh9dqNBp+9KMfodfrue222w5b84k+xk8XDoeDJ598EtjfxSUjI+Og+7dt23bcHutwQSxBEITTjdthp9RqQSrdf3JMpVazZ3cXdc2dFGfpSdNqKbamk2NJo88+hF4lpXcgRkPHACa9Go8/SlO/n5HFuYwsK0Oj0tA3MIhCraFn0EMkFkev0jDk9VLf2kcwHOXsqjHkWrOYkkyyeMVaamqqCQSCPP6r+8kxKZkwroDOfhdjS7IpzjHhC4fJSzewobYDu8fPWeW56MJRBlx+Jo3KZcbYYuo6BvAGw+jUStbvbqepy4FaIaMw24QEKSlArVCgkElxDgUJhGNAkurGTtRqDbv2daNUyMhJN6CQSxl0B7CYdKRI8cbqWtJ0aq69aDwjCyysqm5DrZLj8AT5xpwqTAY1g04fwXCMtbvbgRQGrYpJI3IZWZhFMgnb9/WiVSuQSyWs29VGp82NyxvkvAnFVBZmEkskaOp2Yh/ykWHUkmFQY9CqGFeaTZ/Th9sXYWyxhrI8C2NKc9hQ287qmg7yyo7P2A+bzUZNTTVuhx2zJZOJE6uGx96dap566in8fj8SiYTp06ezYsUKDAbDYbeVSqWce+65nHvuuXz729/myiuvZGhoiDfeeIPbb7+d8847/IlgQRCOTjIRp/mFn5EIej9xO7fb/YnBigNdCM8kiVSC5Z3LiSTEqCJBOFOJcIUgCIIgCIJw2unyJtjaF+XWiXrU8s83DuS/qeUSLq/Q8rddfrq8CYqMX+631Lt37z4kMHFAZWUlixcvHv7+SNsd+AC0oaGB9vb2g+478EFKU1PTcar4YCNHjuTWW2897H1FRUV861vfYtGiRSxbtuyInRvuvvvuw97+17/+FYDrrrvukGDFARKJhEceeYT33nuPhoYGdu7cyeTJkw/Zbvbs2QcFK/7TlClTmDdvHsuWLWPZsmVHHa547rnniEajFBcX86Mf/eiI291999088cQTDAwM8Nprrx12W4vFwp133nnI7TKZjMsvv5zHH3+cPXv2HFVdn8ef//xnAB588MFDRnccqOfSSy9l165drF69ejhc8dZbbzEwMMCMGTMOClb8p8suuwyZTIbf72fHjh3MmDED2D9KBOD73//+QcGK/3TLLbfwy1/+kv7+/kPuO9HH+OniiiuuYPPmzQCsXbuWdevWHXT/9OnTP/d4Jtj/dzIej3/u/QiCIHxZ1NbWsmTJOzhtvWRY87j88isYP348Hp+ff7z/Ia+/tZh+u5tg0E937wDZ6ToqC0voGRyisXOADKOOZCqFSiElL9NIfZcTmVqJwx9lZtUofnHHdUgkEtZvreH9rY0E0bO+rp5fv/AxFXkZ7Ou2s662g1mTRvPeR6tZMOcirFkWNCo5a1etZOXHH1FoUnHu+FJ0KhmJRIKuAQ8d/W72dTuYUJ6DLxQlmkigUsjItWRQva+P+nY7WSYdoXCU6sY+gpEIWrWS9DQ1Y0usFOemU9PUy4DTz9pdbWjVcob8EXY19xJPJGjuHqSmuY/OgSEqcjNYsW0f729twu0LUVFgYeXOFvzhKCaDhrfX1rHt73eRYdDwwY4WcjMN5GUYcQwF2La3G28gTCSeoCw3g0yTHn84hkIuY1yZlUg8wY7GbtRKBRV56TjcATIKtGSadFiMGvRaNf1OL3VtA3zl/HGU5WUQiSXw+MNkmnR4A1GyLWnkZKShksuIxhIMehqpGDHquAQr/nM0TE9vI0s7Wllw5dWnZMBi+fLlAKjVal577bUjBiv+2wUXXMALL7wwHAJ+/vnnRbhCED6neMDzicEKmTYNuc4EEfcRtzEajSxatOiMGwkSjoePOlihkqlQy9UnuCJBEL5oZ9ZvPUEQBEEQBOFLT6rSMvOZ1s+1jxmpFK9efiVLtqzjihHa4xqwCMdTvNsaZd4ls/mf19/+XCcLpaoTPy84HA4f8aTwgSv7/5vH42HPnj20trbS2tpKW1sb69evByAYPHiG6LXXXsuGDRt44YUXUCgU3H///ZSUlBy3+i+++OJPfI1nzJjBokWL2Lt37xG3mT59+iG3JZPJ4TEQCxcu/MQaxo0bR05ODv39/Wzfvv2w4Yr/7OZxpDqXLVv2iXX+twOv+WWXXTZ81erhKBQKZs2axSuvvML27dsPu82UKVNQKBSHva+sbH+nGI/Hc9S1HYu+vj5aW/f/3b7tttuO+JwO1NHb2zt824ET9Xv37j1iCOg/HVhrt9uHj//LLrvsiNtLpVIqKysPG6440cf46eLAsZ1KpairqzvsNl+2UUiCIAgnW21tLYse/zWlGUpmjrDS3NnCosd/zSULvsrmNR8jCzux2UPkpGvpDkaZPrqAUDyB3RNkcmUB63a30dDlYMjnp9fhQ5uWzreuu5rxYyp56PE/oZSm6Ozpxz3kR6pO45JZ5zMhokWp0fHIw79i1a5OMjMz+ebXvsK5o3PptLlZuWE7pJK8+e77lBRYGZ+vRaOQsW5XC8VWExqVko+2N7N8SxP5mWl4g1GqRuTi8YcIhGPMqsolO93Aqp2tNHXZicRiZBg1FGuN5GcZCUZilOamU1mchS8QprXPxbaGLsLRBDIZxBMJRuRn4gtGiEQSJBNJ1te109zjYNrofKwZBtbWtJFKpVArFTR02gG4/pev8t3LpxGNxWnssBOPg8sbwBuM0DUwRCSeRC6TMWN8MQ2dg4RjHSQTcTr6XSQSSWZXlVHXPkCh1UjViDx0agU2d4DJmSZMeg3xeBKNSkF+5v7OdRKJhJ1NPXi8ASQkSSaTJJNS7J4ASoWCcMh/zMfFgW4Va1etJFMd5ytfvwKzyXRQR5F58w4fNv0y6+zsRCKRMGfOnCMGXo9kwYIFTJgwgd27dw+/RxaEM108kcQXjDEUiB7X/cq0aVR889dIZYc/fVhfX4/FYsFsNp9xwYrPQiVTMb9oPjKJ7GSXIgjCcSZ+8wmCIAiCIAhfKhKJ5LiMynjqz08zZvRoXt4b4NsT9Mehsv1e3hvAHUnx1J+fRq45fvs9UaZNm8aWLVuOatuPPvqIX/7yl2zcuPGQk6AHTsz/9+133HEH/f39PProozz77LP84x//YNasWdx1110sXLjwc1+p/t+jBY50fyAQIJFIIJMd/MGFXq/HaDQess7lchEKhQAoLS391DoKCgro7+9ncHDwc9X5WWbVHggIHG19wBHrS0tLO+JajUYDcMK7AfT09Az/ubm5+VO3P/Dz+c+1brcbt/vIV0/999ru7u7h2z7tdTxS+OREH+Oni1/96lfDXWJ++ctfHnL/eeedJ14rQRDOaIcb77BkyTuUZii559tXIpPJ6B1w8P/++BKPPPQgF0wsxmItQJYIcO7YIl76cAcjCixIJBI213ejVSsosaazuaEHhzeCJT2Nbyycz4XnzySZTJJmzsQbjzLoS6A3WSkryGflxhrMeUXMmzefaChAqVnCtKpxDHm91NbspM82yJa9W9EopFQWmKksNuNPh/wMPR/uaGZLXRfnjC0i12LAoFNTkZ9Br91LRpqWkfkWVtW0saqmFalEQiSWoM/hJRpPMKLAQkaalqmjCpBKpdiH/GiUCnIz0nD7wjR22glF4+Rm6LlixhhumHsWSzfv47LpI1myqYm31+1h+thCxpdZaewYJJZIsm53B5FYAgAJoNcoqdnXTSoJm/d2kUSKxaijJNeCXKGk0+Zk3e52FAo52el6Nta2EY7EkEghTatma2M3CrmMwiwT5fkZXDixjPc2N+LyhUgkksTiSQbdftbsaqMw20h9h51BT4BQNEZLjwu1QonN7SeWSDKywILD7jjm4+RAtwo9ATLUCup21zB+4iSMaWnkWy20OezH8cj84iQS+39eI0eOPKb1M2bMYPfu3dhstuNZliCcklZs7+bxN2rxh47f/+GmPLoOhSEduc50xGAF7O+KmJmZedwe98sskUoQjocPui0YDx6y3R3j7kArP/jiGbVcLYIVgnCaEuEKQRAEQRAE4bRUXl7OT+69l0cf+TVzStXkGT7/W98eb5xXG0L89Gf3D1/tf7p4/vnnufHGG0mlUkydOpV58+Zx1llnUVJSQmlpKQ8//DCPPvroIeskEgkPP/wwN9xwA3/4wx948cUXWblyJStXruS8887jxRdfHD7xfyw+7WRsIBAAQKVSHRKsANDpDh/UicViw3/+pK4Q/13HkbY92jqPVM/hHKjxeNT3ZZBMJof/7PF4Dht6+bS1P/jBD/j9739/1Ov+M6BxpPDEAUfqqnCij/HTxR133MGNN94IgFZ7aFeeNWvWfMEVCYIgfHkcabxDT0cLl4y3IpPJ6Oju5+0V6yhMV2O3Syiy6GntGeTsMfnEk3FyMvQEw1HOKs+le8CDJxClx+EnK7eY7991Ke9/vI7N1XVoDSZ6bA6yi0Yik0lo7nMj63Pw7kfrcccUfGvabADMlkx6ehspsA2yu76Zvj4HH2xtoCDbTFlxAdkGGaMLMxh0qti+p5lOm5tiqwmFTEo4muDssdkUZJnQKhW4fWHa+l0o5TI+3N6MxxcklYKLJlXQ2uskNyONAbcPty/EnCkVvLamlve37iMYjtAz6KWl14FJrwEMJFNJlm7eh9sX4tKzR/HOhgYKskyMLclmXImV59/fSWPXv4MLFqOWy84ZRV3bAH1OP2V5GZTlZ5BIQjAcITtdT2mOiW6rkQ+2NfPepkbKcs1kmbVkGNJweoPE4knW7+5gYkUuWWYddneAho5B5DIpG/Z0MODykUylyMk04fGH8AbCdA8OoVPLUcpl7GruI55MUmxNZ2RhJh9tb8YeifDyv54fDtIcaYzHf4du3G43ZkWMK+eezwdqJQFHD2pJjO6uLgyjR9Njc2DO+/QuXl9GRUVFNDQ0EI0e21X2B8LCh3vPLwhnkngiedyDFQAKQzrKNMtx3eepbLdjN8s7lx/VCBCtXItO8fkvEhIE4dTw5f3kTRAEQRAEQRA+p/vuu4+c3Bye2hn43O3oU6kUi6oD5Obm8tOf/vQ4VfjlEI1G+eEPf0gqleLBBx9k69atPPjgg1xxxRVMmDABg8HwqR+CVlRU8Kc//Yn+/n4WLVqEyWRi3bp1XHXVVQedVD+W2j7Jvn37gP0f1n4WGRkZwx/MdnR0fOr2Bzog5OXlHfb+E1HngTndx6O+L4P/vLqpq6vrmNZ+1nVms3n4z4cb+fGf7PZPvgr0RB3jpxOtVnvYYIUgCMKZrqameviE+bSqcVw593zMihgeb4jqun001O9l6QerSVMmmFBmJTvdSDgcJj1NS21zDwa1inGlOQQiMbY1dpNIJul3+Zg8dSr3//A2plVNoLComGRaPm3uFLq8UXzjxpu5aM5lVO/ro3pvC1q9gVGFWWzZsAabzcbEiVV0OEI8+tSz1O/ejrO/nUy9DH8ogt5opmfQTSSWoKnLTobJhEGnptBqQqGQotMo8QYiZJv0GPUa9DoVtW022m1uxhZnc87YYi6cWEZWuo6cDD2ZJi0TK/JYX9vBK6tqGXQH+GDbPjbs6USrUTCxPI9kMsXHO5v5cFsLSrmUy84eRbpBRVOXg9wMA102Dzc9+tZBwYo5U0fw9kPXY9KrMenUBCNxTAYNo4uz6B5w4fIGGV2cxbTRBZwzrpCJ5dmkkglc3iAuX4hoLEEylUIpl2Ix6QhFY0SiccLRON12Dzv39dLnGMIXjBJNgCumxuMP4/KF8IUiVBZZyTBqMehUqOQygpEYje0DuH1BRuUZKDVLCPQ2snTxG4fttnAgdBPobRzedv2qDzEZNEilUiaOHYk7AtvqWtlWXcviFWtxxxRUVU36Ig/f4+b8888nlUpRU1NzTOvb29uBo+vqJginM18w9onBCr1GjkH7ycHyoxGPx3E4jq0Lz6kukUocdbBCEIQzj+hcIQiCIAiCIJy2tFotT/5xEVdeeSUbe1TMKFAf87429kTY2hvmnXcWnXYnD+vq6nC5XADcfPPNR9zmaGi1Wu644w5GjhzJ7Nmz2bFjB9XV1UyePHl4mwNdFo7mhPSnffi6bNkyAM4999yjqu8ApVLJpEmT2LZtG0uXLuXyyy8/4rZ79+6lr68P2D/a4LPWmUwmWb58+Weu8+yzz2b9+vUsW7aMJ5544ojdMeLxOKtXr/7E+r4MSktLMZvNuN1u3n//fcaNG3fUaydNmsSLL77ImjVrCIfDqNVH93e5oqICtVpNOBzm448/ZsSIEYfdbnBwkD179hzVPo/mGBcEQRDOXDabjZUrP2bPrhqkUgljJ0zE43RQVWIZ7jAllUpRylLYbT3Yu3yEA16GfAHKcjOQKZR84ytzeGPZaqSSJM2dNqKxGLkZRlQKBY09DiQSOfv6vJx7oZmO7j42bK8FbQa3XH/NcDgT4OOPP0InjzN6xAjM6enkZGXw5vJVPPKreizZOXS0tZImSZBu0JKflcP0sWWsWL+T6l17SSTi/OZvv2P62CJGF2cy5A+SbdJSnm9BKZfR7/Lx7uYGkskkOxp7GQqEuaiqjHnTR7FyZzMVBZkkk0kMpVYG3AFC0SDxeIJ1u9tw+0JYjDrOn1BCepqWbLOOVTXt/HnxJnY09dA54CYcjSOXS+kZHCLPksaH21uGn5dcJuXSs0fy1fPHsrWhB38wwoQROWSa0hhXlkOXzUUgEiODFHIpuH1BfIEwZoOW2VMq0KoUaDUK9rYPoFbIOX9CKfahAO9ubCAciROJJ2joHKTf6UMul+D0BikuLWfSxV/l3nt+gIIEE8qtWDP02IcC6DSq4drsQ36Ksk0UWvR0NO1Gq08j4Y1SU1PNvHnzDzpW/jN0I5VKmZJMUlPXwO66Ri48dyrWLAuXzr6QP7/wJqlYipkTRjGzatJBP+NTye23385f//pXNmzYQENDA5WVlUe9dmhoiBUrViCRSLjmmmtOYJWCcGrTa+Tcc/V45LLPd131iy++yJ133vmZxlqeTsLx8FEHK1QyFWr5sX/WJAjCqUd0rhBOef39/VRXV3/mr0+7ck0QBEEQhNPD5Zdfztw5c/hTTYhw/Ni6V4TjKf60K8S8uXNZuHDhca7w5PvPERkHxlf8p23btrFy5crDrj0wO/m/VVVVDf85Ejn4Q4kD3QQGBwc/tbYPP/yQzZs3H/a+9957j3Xr1gFw0003feq+/tuBNS+88AJbt2497DapVIqf/exnAFx88cWUl5cfdrt//etftLW1Hfa+p59+mo6ODmQyGd/61reOur4bb7wRqVRKS0vLJ47CePLJJ+nv78dsNnPttdce9f6/aBKJhKuvvhqAxx9//BPnZdfX1x/0/Ve+8hXkcjkul4tf//rXR1wXjUZpafn3yReFQsH8+ftPZDz22GP4fL7Drrv//vuJxw9/9dexHOOCIAjCmclms/Hic8+y9eN3yVf5GJEWoXnbR+yt282eprbhYKnb42Hl6rUUZ2q5+5sLae33UL2vj91tNpRqLRNGlXHF7Bn0eGK0u6JsaezDG5dRUlbGL+++iXGVI5g151LyKqfQ5k4R0WShN2aw8sMVvP/+cmw2GzabjU1rPiJHL6E0S0NvRxN/fvZfaFMBjPFBwl3V9DXXokoGUUsj5GeZyc/JZOyIIgYH+nj3w7WML89h9uRypozM59wxRfhDUWpb+hn0BHD7Qry1eg9ratooyDYxvsxKkdWMNxBGp1HRPeAhNyON3Mw0zj+rhNrWftpsboqt6Vw+cwz3XDuTFFDXPsCkUQVY03XkZRmpKLCgUsqZPqaA2VMquGRKBaHov9+r5memMbUyj0Q8yb5uB+FolHSjFq8/Qk5GGsW5FkYXZ5NMpui0eei1DyGVSFDKZeRYDMydOoIJ5TmU5WVgTtMgk0nJNGnxBSOU5VnwBMLUttmobeknBcTiKSxmE+ecPY3rrvsfSssqyMkw4A1G+WBbM75AGNj/Pkcmk+ELRjBoVIzMM1KRrUERdtLf0UjdrpqDjpP331/OB8uWEAl68fn9wP7QzTmTxtFm87B4xVq2Vu9hc/VeikeO5/s//DHz5s0/ZYMVAGPGjOHhhx8mHo9z3XXXfaaTtrfffjsej4eysjJuv/32E1ilIJyaXrl/Fst/PZf3H5nH3Cmfb2RhPB4/o4MVn4VKpmJ+0XxkEjGuSBDOJKJzhXDK++tf/8r//u//fuZ1/+///T8efPDB41+QIAiCIAhfKhKJhKcWLWLM6NG8vDfAtyfoP/M+Xt4bwB1O8dSiRUfsHnAqGzNmDFqtlmAwyB133MGLL75IdnY2qVSKZcuWcdNNN5GVlXXYk+Fz5szh+uuv58orr8RoNALg9Xr5+c9/DuwfvzFx4sSD1lRUVADQ1NTEhx9+yCWXXEIkEiESiQzPUj5AqVRy6aWX8pe//IWvfOUryGQyotEoL7/8MnfddRcAX/va1z5z5wrYH154/vnn2bRpE5dccglPPPEE1113HRqNBoDW1lbuvfde3n33XQwGA3/84x+PuK9EIsGFF17IM888w8UXX4xEIiEQCPCXv/xleIzMj3/84880FmTUqFHcc889PPbYY/zoRz/CZrPxox/9iKysLADcbjdPPvkkDz30EAB//OMfMRgMn/l1OB5isRjhcPiI9x/oNHH//ffz+uuvMzg4yMyZM1m0aBEXX3zx8IiWhoYGnn76ad58883hbiEABQUFfO973+OJJ57goYcewu/3c++99w6fYAgEAixbtoxf/epX3Hrrrdx5553Da3/xi1+wdOlSOjo6uPjii/n73//O+PHjgf0Bn5///Oe88sorlJeXHxTMOOBYjnFBEAThzGKz2aipqWbtqpW4els4b2I5X5s/E4lEws7aRj6qbmN7fQfev76ASadkX0c3bT0D3HrNHPKzM9CoVeRk6HENBVi/bQ9Oj5+hUJzSyrO466e/4pXn/opaq0Sr1fHmB5tpc0b53o+/xdixY4cDHW5bBxqFjFAswd7dNeQWFlNqNTF1TC7lxblU1zVhUsSIBtyk6zSMLi/C6XQxYHeSNjqXeNiHSpakrrmHpo5+xpdbGVWYSSKRZGyJlfwsI8lUig+2NeMPR1DJ5GSadYwszOTSs0dR22ojnkiiVMjQqOTsbOzDMRTEZFDjD0bptfuoLLIwbXQBO5p6aNCqybOkkQJ2NHbz3uYmzDoNqVSKiRW5XHPhODQqJb12Dwq5jGA4Tk6GnsqiTLLTDTg9QZKpFIFwjNpWG502D4FIlK4BF6FIFLsnQDAcpbHLTrbZwJ42G4XZJuQyKXK5lFAkRppGxWDEz47GPiwmHYXWdHa19JGbkYY5TYc/HCeWhP6hONPPmQnsfw8wJiedqhG5JJJJ+uxDSCQQTybxBiK09LpQymUMBSKoZFKqKgtZs7OJjobG4WNl6eI3MCtiFGXp6e5oY9dOPWdNmoJBrycUiXPOBbPRpafT5rBjzju1u1X8t3vvvZd4PM6DDz7IpEmT+OMf/zgchD2cnp4e7rrrLpYsWUJZWdnw+3JBEA5m1CkxG1SfvuFRcLvdRwxWGI3Gg0YvnknuGHcHWvnBXUzVcrUIVgjCGUiEK4RT3q233nrYK0gbGhq4/vrrefHFFw/bZi4nJ+eLKE8QBEEQhC+B8vJyfnLvvTz6yK+ZU6omz3D0b4N7vHFebQjx05/dT1lZ2Qms8uTR6/U89NBD3HPPPXz88cfk5eWRl5eH1+vF4/Fw9dVXU1JSwm9/+9tD1ra0tHDjjTdy0003kZeXh0Qiob+/n1gshk6n46WXXjpkjMpll102fCJ7zpw55Obm4vP5ePfdd7ngggsO2vaWW25h27ZtXHvttRgMBjIzM7HZbASDQQAuuuginnnmmWN63gqFgiVLlnDVVVexfv16br75Zu644w5yc3MJhULDYZKsrCzefvvtT2xd/LOf/YwXXniBSy65BJPJhNlspq+vb7ijwfXXXz8cgvgsHnnkEUKhEIsWLeKxxx7jd7/7Hfn5+UgkEnp7e0kkEigUCp566imuv/76Y3odjodP6+jidrsxmUwUFhbyzjvvcMUVV9DS0sLcuXOHf65utxu32w1w2Nf6kUceoa+vj1dffZXf//73/OEPfyAvLw+pVDp8zEkkEjIzMw9ad9ZZZ/G3v/2Nm2++mW3btjFhwgSsVisqlYru7m4UCgUvvvgizzzzzGHDFcdyjJ+JfvnLX35hj/XAAw98YY8lCIJwJAcCFe0tzbS17mN8qRU9AfypCEqiRCIRNBoNGeY0zHoVzb1uXD4FoXCElq5BsjNMdPYNsvijjRCPMmfKCBLJJNUt/byzegea9Hwee+LnjB07loyMDJYseYf1+3rJsJbzvW9fxdixYwFYufJjupp2M3NCKfnWDHpsTlZs3sqGjZsYV5rFR1s97Kytp882QIFFB6kUaXolaoWEbLOeDbsH+Nu7m+kd9BCNJxhw/d9YiywT0yoLqW3rZ1VNKxIk7Ot2YtCqGFlgQSGXkQLyM424vCFmjCtmdU3r/lBDJEoiGefjHc2U5KaTk2Eg06QhFIlT19aPSa9mwO1j495OmrvtrEnTolEpKMw2U72vF7VCzqQReaQAo05FY6eD+s4BpBIJGpWSKZUFuL1BHJ4Q2xs7aOiwc+74IqRI2FDbTq99iHgiyZSR+Wyp66S+fQCAcDSOQaMiFI0x6A7Q6/TR1uskLzODaYVW9Fo1O5v76XKGkSs1SCUyfHEJRaPPYtZFFwHg9w0RTjehVMrIzTCjUsnp7HfT0u1ELpehUkjJNOsZcA7xz3fXYU1PY9DtI2nYHyD+z1Eggw4XS1d8zJadtfQ6/ai0abhjChYumH1Khik+S0eJsWPHsnv3bhYsWEBOTg5Tp04lMzNzOHAbiURoaWlhy5YtxONxJBIJ48eP57e//S0SiYRnn332RD0NQRCOwGg0smjRIuTy0+u0YiKVIBw/+EKBYDx4yHZauRadQvdFlSUIwpfY6fVbUDgj5eTkfGJQorKy8qCWvYIgCIIgnJnuu+8+Xnj+nzy108kj56cdVQeKVCrFouoAubm5w90HTlc//OEPKSws5A9/+AO7du3C4XAwcuRIbr75Zm677Tbuu+++w6576qmneP7556mursZms6HVahk7diyXXXYZt956K3l5eYesUSgUrFy5knvuuYeNGzficrmoqKg47Hs6jUbDmjVr+O1vf8tLL71ER0cHOp2OqVOn8s1vfpNvfetbw/PLj4XFYmHNmjW89tprvPTSS+zYsYOenh50Oh3Tp09n4cKF3H777cMdC44kMzOTHTt28NBDD/HWW2/R29uL0Whk8uTJ3HLLLVxxxRXHVJ9MJuOpp57i61//Ok8//TTr16/HZrMhl8sZOXIkF198Md/73vdOqeDP+eefT2NjI0888QTvvfceHR0d9PT0kJGRwSWXXMLll1/ODTfccMg6pVLJK6+8wrXXXsuzzz7Ltm3bsNlsaDQaRo0axYwZM/j2t7/N5MmTD1l7ww03MH78eB599FHWrl2Ly+UiKyuL6667jh//+MeMHz/+iCGdYznGz0QPPvjgF9bZR4QrBEE42f6z+0DE1YtF6qMwowStupSQ14Xd4cbpcJCXn4/T7aWzb5C8TCO3f/Or7K5vZsDhZM/eBhrbukjFolw+YzQLZ4wlnEhy3qRK3l7fgE+dPxygGD9+/HDXpf+2Z1cNI/JMXDl7OlKplIIcJ8vXbMGiklOWpccfCNDea8Og1TDg8TNzfDkyaRKpRIJzyEdjhw2lXMrYsmwy0nS4vEGq9/UyojCT/Mw0JBLY1tBNn9OHyxtgZEEW40qzSU/Tsq/bgUGjQqNWYB/yc1ZFLq+tqsXm9BJPJCnJTef+6y+godMOqRR7O+z02r2MKcmi3eam1z7EjPHFTCjPwReIsGZXG809Tpq6Hfz13W3Mmz6Stj4XLX0O/MEoZ5XnUJ6XQTyWIBJLUGQ14fJloVUrufqCsSSSsK/bzraGHpq77UhlEsaX5SCVSknTKWnpdeH2BdGolMTiSVzeEJXFOdS09KFWKRhdamXyxPEoDVmsWLMZVVoGCxZeyayLLiKVSvGnPy0i4PeRacxFJZezYU8Hg+4AGQYN08YUUWw10drrpKXXybljiuiyD9HSPYjNMUTIneL995fT2dbCWUUWpFIp1iwLC+ZezKtLVrC9qZ85l009pbtU/OUvf/lM7wUkEgmpVIq+vj6WLFly2G1SqdTwPt95553h20W4QhCOXTIRJ+ZzfaY19fX1VFRUnHbBit2O3SzvXE4kIcY8CoJw9CSpVOrYBk8LXziv14vRaGRoaOiQdsnCoaqrq5k0aRI7d+4U4QpBEARBEABYsmQJV1xxBQ+dZ2RGgfpTt9/QHeYX64ZYsmTJp16ZLxxfF1xwAWvXruXee+/lN7/5zcku54iKi4vp7Ozk6aef5rvf/e7JLkcQTprPE3I6kgMnXf77tkQicdwf61QmPisQhC/GgU4Vboed1o5OrNok3752Aa++s5wSixqlFHxJNTvqmqivq6MkN4PCvFw67T66nGEunDaWYMCPJBagpa2LaNBL14AbXzDM7EllXHHBRHJy8/AHw7z8wXYc8lx+/ejvDnn89pZmnJ4hMtNNFJWWs+K9pUzMkbPwoun09A/w/trtDA7ayM7KwmRMQyON0d7rpLXfTSKRZOroAohHqG7qYcDtY2dDN1MqC5h/9igKs0wMuH388a1NSJBQlmdGr1VhdwcIReNkpGmRSiR85fwxjC7OZltDD7Wt/SjkMnzBKG5/kF77EAaNiqYeOxeeVUbVyDw6+l2MK83B5QuwfPM+ugY8GHVqzhqRw2VnV+IPR/jT21vYvLdr+PkadWoWnDsKg0ZFQ9cAeRYTSrmUPEsa500oocPmoaPfRbfdi1Ip5azSXELRGFlmPf1OHzubemnvc1E1Ko8LJpbi9oZo7XPy3qYmiqxGRhdbMabp8AUi2Fx+WvucjB1RwhULLyMSZ38HiauuITs7m9raWv7xt6ep3r6ZiM9FQZaRivwMNu7pIhSOMGtSOTfMnYRUJsE5FOTlj3fh9oU4Z2wRr6/eQ35mGnmFRUw9+3w27GqmakQu/3PVfKRSKclkksUr1qLLG8W8eUcej3EqOBHvBQ5HvBf4ZOJ9wenP7Ysw/2crDrpt+a/nHtVYENuGN2l+4Wckgt5D7jvnz3Uo0yzY7fbhUZQHDA4OHtIh8FSXSCX4bfVvjzpY8eOJPxadKwRBAETnCkEQBEEQBOEMsnDhQubOmcOfNq1mco4KtfzIV1aF4yn+VBNi3ty5LFiw4AusUhAE4dTzyCOPHNV2u3bt4rXXXgP2h5MWLlxIcXExCoUCgHg8jsPhYOvWraxevZpkMkllZSW33XbbCatdEAThk9hsNlau/JhNaz6i1GpiwthRtHt76LJHGXS4MJvM9A72clZFPomQhOuuWsBvB9zU28O4ZHHU2iwk8gGeeXkx548vIctiYlyZlaqKibz04Q5au+30uYJ0DvqQqLw0tfXQ7Qww9ZKqg2pYuvgNCDrp7+xAJ08CZuyJIZxOF++19FJT10iWSYvN7ibbrCEU8OF2D9E76CIYDuMJxJg9fTyJlJR1Na14fEEyTXr0WhUjCiyY9Rq6Bj0kkymMejXRaAK3L0RBlolMo45ILIHdE6Cl18muln4y0nTI5VKUChm7W/qxewLo1EoGXH4G8NPv8OLyBenod2I26MhJ12Nz+hhVnInFpMXuCVKQZWJPWz9/eGMTTu+/W7CX5aZzwVklJFPQPehBJZczviybZBJaeh1s2NOJSiGjudfJjsZeKouzyLcEqMjPoNiaQXu/m9mTy6lu7sPtD9Jv9xKKxnD7Qkwbnc+c6ZWcfdZI5KT414rt9Dr9mLIKmTL7anwyLebsTDLUGn7/xOPU1+6iq6uDc8YWUmzR0RJw8/H2ZtbuamNMcTbpRh2VRZkYdCoisQQqpYzCbBMtvU7W7W4nPU3L7KkjcYRlXDn3fNxDXmrbbGhXrCXfaqHH5sAdUzCzatJJOLqPr3/+858nuwRBED5BMhE/YrDigAPvxc8E4Xj4qIMVKpkKtfzTL9ARBOHMIMIVgiAIgiAIwhlDIpHw1KJFjBk9mpf3Bvj2BP0Rt315bwB3JMVTixZ9Ya3uBUEQTlX33nvvp27z1ltv8eCDDyKVSvnlL3/JvffeOzxb/XDa29u55ZZbWLlyJcuXL+eNN95Aq9Uez7IFQRA+0YFQQ0dTLZXZKqaOySWcDDHr7Ims3bCZ6j0NVI2rZOmKbt76aCsFxaV0u8KMrZrOzTMuYMuGNRB0khqK41ZDmjJBX18P6twMkhIFl5w3lSWra7ANDLJ0Yz1ZGX0MeiNkloxj1kUXDddRU1ONWRFDk5WOSRHhillT2V3fwlBciZYQSo2C3HQt0Vichq4BYolMdGo5JbmZmPUK1u9qxeP1s7W2AYVchssXRqtSkG5Qo1YpsLn8RBMJyvLS+WDrPspzM9jX42DWpHJuXTCN+s4B9nU7qO8cpGvAw+rqNroGPJj0ahRyOeX5GVxYVUZ6mpb1u9v5YOs+zAYtnTYPjqEAlUVZ7Ou2o1MrUSvl5GeaaOtz8eaaPexpGxh+nnKZlHnTRvDYbfPZsKeDdIOGnft6Wbmzld0tNs4eU0h5XgZ2T4AdTQ4G3T5kMgmkUgy4/Bg0Ktr63bi8QUpzzORb0mjrcxJPJtGoFETiSazpBqKxON0DLmQSCWkGLRKlnhv+5xa+ft11AKxatYrf/foBSs1yqvLUlBiy6RoYZGtdB1KgJNeMNd1AaW46zb0OWnpdXDwJUqTw+iN02NzE4knc/jATynMIReIo5CqkUinjRpYSU5rR5VXQ5rBjzht1So8C+U/f+ta3TnYJgnDaiyeSDAWix7Y24DlisEKmTeP1d97jzu99n6Ghoc9T4mlHJVMxv2g+MsmR/98iCMKZRYQrBEEQBEEQhDNKeXk5P7n3Xh595NfMKVWTZzj0LXGPN86rDSF++rP7KSsrOwlVCoIgnF5aWlq44YYbiEaj/PKXv+RnP/vZp64pKSnhgw8+4KqrrmLp0qXccMMNvP76619AtYIgnOkOjOBYu2olmeo4JbmZjCk0M2n8CGrq9hGXSjCZzazasI0MswmJQoMtqsMkzyA9r4yZVZOort75H4GIQqZV5tHR0UZWejpDgQhKtQZdKsGlsy/g3dXbGPCESaUsaHMMWLKtfPzxR/sDvok4tbW1zBxfRFd3LwZZmI1bq+nuH6S2tZ+iTC1Z6TkU52bQ3z+Auc3GzqYeyvPMlOSk09Zjpzwvg/J8Cy09dmpb+kimUqjkUiaWWSGVQiIBrVKBWa8h3ajDoFXR0utEKZfhHAqgUsixphto6nbg9AYIRxP4Q1FyMgwY9Soqi7IZW5JNNJagNDeds8cWMq7USofNTUOXnZYeJxNH5JKRpiMYjlG9r4fGTju+0L9PEFqMWow6FRdWlZGXmYbFpCORSJKdbiCZTBGKxBhw+THq1ShkMtK0KjKNOrQaJZlGLS5vkNo2GwWZRsaVZpMiRbvNTVOXg4r8TBRyKR5fmFQSLCYdcpmMfGsWPXYv3miKsePGYbPZWPz22/zpj09wzshMvjF7EgNuP1v2tlPf2odGIafAamL66AK0aiXJZIpUEjbt7SQci5Nt0tHYZae2zcZZpbnodCqi0QSeQISKMZUkk0l6bA5Kyk/9ESCCIHzxVmzv5vE3avGH4sd1vzJtGmXXP8SChbee8cGKO8bdgVZ+cJhbLVeLYIUgCAcR4QpBEARBEAThjHPffffxwvP/5KmdTh45P+2gzhSpVIqnqgPk5uby05/+9CRWKQiCcPpYtGgRgUCAgoKCz/S7VSqV8swzz1BaWspbb73FBx98wJw5c05gpYIgnOkOdKswK2LoCZChVmB32WmTRpgyrgKzUc+gL47WaMFEBm3uFPmjp7Lw+oO7D7gddkqtFlo7OinNSqcoN4vm9l7C0TgDzgD/WLya4pJStKbMgzpdmBUxNKoUH3z8LhlGLeeePY1MdZxX3lqGwzNEugbGl1rJMKjxe90YlUnc7iQZJj0DQyFGFVggFcfjC/D4S6uZODKXedNHkmXWk5ehJxyJ0efw0e/08vyKnRRmmynJMeMLRdhc34Xd7UOllDOuNJuWHie1bQPoNAr8oSgDLh8jCixUVeSxc18v3YNDIIFplQVkmXU09zpJJFKcPaaIc8YV0ufwYfcESNOpmVCei1mvxhMI8+qq3cPBCplUgtmgwWrW4fKFqdnXxz+W7yAeT+IPRWjqtmMxafnqBWNp6XESisTwh6JolHLCsTiVWZmEY3G+ObeKt9fuJZZIsLvVxoDbz87GXkx6FdVNvRRkG8k063F6Q7R0O0mmZDT0BYgrzVw8o4AN69ezZ9d2ggOtWA1SynJN1Lf3saa6lT1tNopzzFQWZSEBCrJMVORnsKamDaNBTYZBwzvr9hKNJyjNtTBv+hgKswwEIzHW7urAGUgwdlo6i1esPW1GgAiC8MWKJ5InJFgx5dF1aKylOF3uIwYrjEYjZrP5uD7ul5VWrkWn0J3sMgRB+JIT4QpBEARBEAThjKPVavnjU3/iiiuuYGOPihkF/56dubEnwrbeMEuW/Em0nxcEQThOVqxYgUQi4ZJLLvnEUSCHY7FYmDNnDm+99RbPPPOMCFcIgnBCHRjBceXc8/lArSTg6CE7w8iOpl4Wf7SFQCCAMywlLbecW2655ojjHMyWTHp6GzEZjfQM9jN5bDkTRpfRNhigy92BJ66lOKOczJIyqv6j08WVc8/ngzWbmTmhlCKrGY1Zz/yLz2Pt+g3kG9WU5qbj9fnpG3Ay4PQikcDU0eksX72FbLMOj9dPXroeQ34GmUYdyRSYdGr6HV76HF7GllrJyzTS1GWnPN9CaY4ZuUyKTq1AqZDhD0b4eGcLKqWCUDhGMBLDbNDg9oUIR2NcP7uKQDhKMBwjO93Ayh0tfLyzhWKrmfrOASTAzAljSSXBrNcAMLLAwoj8DLQqBdZYgq/NGs8Tr2/AYtJx3oQSBl1+kIDbF2ZHUw8yKZTlWrC5/OxusVGRn0EoEqNqRB4atYJOm4d3N9STTKXY0tCNXCahqiKP3Mw0XvqwBpvTh0alQKdREorGGV1i5sKqMnQ6A05vmG172+l2hqisHMX8ORfz0ao1/PmPTzCxzEJpjomW9jgbdrejUsrZ12VnxoRSLGkaynLTcfnDBEIRQMLo4iw27ukiHE2QnqYnM91AYZaRyaNL6bQ58EXBYi1AZSnCJ8vAnJ152owAEQThi+ULxo4YrNBr5Bi0imPar8KQjlR25NOERqORRYsWIZef2qcSE6kE4Xj4oNuC8eBJqkYQhFPdqf0bURAEQRAEQRCO0cKFC5k7Zw5/2rSayTkq1HIJ4XiKP9WEmDd3LgsWLDjZJZ7R1qxZc7JLOCodHR0nuwRBOCX09PQAHPMJpfLycgBqamqOW02CIAiHc6DjhFQqZeLYkSz9oIcBxyA6rYZdHU5c/ijnzZrDrIsu+sTfaRMnVrG0oxX3kJOuzn5aOxZjMpvRmzKZdE4xC6/aH8yw2WxUV+/kg2VLKMrSM+hw0d7VRdTrpM82QErRRVZ2LhNHFjCyMItcSxo+r5et9R1og0mGQinq2vrxB4KEI2EMKjkpqYxILE6uJY1AOIbLF6ZrwINGpWBsaTYDLh8mvZpcSxqlOWba+93sbulHp1ZS3dKHWqEg35LGhj0dNHQOkpOehkwKC2ZUEo8ncA4FMerVRGIJ0tO0vL22DpNBg1wqZd70EZCCNbva8PhC9Ax4KMgykWXSgwQ0yRSJZIr8zDTGFmfT0e+iqiIPhVwKgFGnIsOoIxKPY9SpOXtMIR5/CLc/RCoFGpWC6n29tPW7mD6mEKNOTTgS55/vb2coEMEfjjC+LIcJ5Tmk6dXUNPfSZXOzq9nG7PMKSUuXo9aosXsjTJ80jtbGOqp3VpOhlWJQy/hgSwPBUIRBt5fCLBMlORlMGpnLkC9MNJ6ksjCTFdubcVW3EIklcPuDaDUqbjl/AiOK8/jTm2tYvrmekqJcMKQzedzY4Z+1cLBAIMBLL73E6tWrqa6uxuFw4Pf7MZlM5OTkcM4553DppZdy6aWXnuxSBeFLS6+Rc8/V45HLpMd93/X19VRUVJzywYrdjt0s71xOJBE52aUIgnCaOLV/KwqCIAiCIAjCMZJIJDy1aBFjRo/m5b0Bvj1Bz8t7A7gjKZ5atOigUSGCIAjC56NUKgmFQjgcjmNaHw7vv9Ksr6/veJYlCIJwiAMdJ6Ykk1izLFw6+0L+/MKbpFRaZs6ZRdVRdh6wWq0suPJqamqqiSnNOD1DDMll2D0JMjOgunoneXn5bN24FrMixpSROXR3tPHiG+/Q0NxOjj5FcbaZfruL9VurGV+ahUKlprS0FM9gD2qVktC2FqRKDV29ffQ6fMRjUUbkZ1CYncWowkxa+5y09vZgc3oBCXmWNPqdPhRyKaW56Xj8YeKJJBdMLGHxunqWbKwnFI5zw7wqEqkUta02Lp48gnFl2aytaaXX7sVi1OH2h8g06eja10uvfYhoIoFeqyQYjrK6ppW1u9vRa1T4giH63X7+9WENWWYdY0usdA962NNmIxJNEI4nmDIqH41SQa/Di16tpLIoi5GFmejVSjRqBR5fiFc+rsXuDuAcCtJp89De56IiP4OibBOkUvSEI7h9YRo67Uwbnc+cKSM4f2IpSpmM/Mw0lqyvJxxPgkRKQU42S9fsoNPmwu3xYrM7ae214/YG6R10Mb7USo89ydlji1DKZZCCIX+YMSVZbKnvwR+Kkogn+Gh3O0OBMNPHFnPX1Rfg8PiJRUNMKM9jdV0fknQl5806/1NDOGeqP/7xjzz44IOHjCFIpVI4HA4cDgd79uzhr3/9K6NGjeKvf/0rM2bMOEnVCsKX0yv3zyI/U/e5ghWJeAK73X7Y9+gWi+WUD1YkUgkRrBAE4bg7tX8zCoIgCIIgCMLnUF5ezk/uvZdHH/k1YywKXm0I8dOf3U9ZWdnJLk0QBOG0kp+fj8fjYeXKlce0ftu2bQDo9frjWZYgCMIhDnScWLxiLflWCz02B8Ujxx9T9wGr1cq8efMBsNlsLF38BmZFjHyrkZ7eRv7x3lKqRuRy5YL5+Px+du3U8+yrS1FIEhSU5GLSKSjItLKrsZ2m9j4MOg0yEkRDQdZWN7GrdYBwJI5Rr6LAYmBXcy9GvYZpowsw6tSU5KTTPehlw54OQuEY6WkaRhdl4fQG6bS52VrfTX3HABPLc+m2D+Hxh7ns7ErGl+fy3IodjCrK4ivnjaEg28i4Yiu/fWUtK6tbqSzMpKXHyaDLz8wJxRRbzQy4/Gyo7aDX4aMkx4w/FGF36wDBcAyAvyzZyiWTy7G5/PS7fGg1Ctr7XKgVcsaWZjNlVD7bGrqxufyYDFowQ05GGk3dDjKMGoLhGLFEkh67l4kj8yjPzaC5x8GooiwmZ6Shksvptg+hUytJN2pQyKQoFDJ0GhUqlQKnL8LetgE+2NrA9r2dFFrNdNvs7GrqxKRTk5+hIwXY3D5yM9K4cGIpA24/Hl8I51CAXS39yGUSPt7ZzL4eJ6V5mYwsziNNpyIUiWPUaWjqHmRfj4tJ58zi7h/eI0IVh5FKpbjuuut4/fXXh7//TzKZjEQicdBtDQ0NzJo1i6eeeopbb731C6tVEL7sjDrl5+5YMXLUSLrtQ5++4SkqHA8fdbBCJVOhlqs/fUNBEM54IlwhCIIgCIIgnNHuu+8+Xnj+n/xsbS8F+fn89Kc/PdklCYIgnHZmz55NXV0dbW1tPPfcc9xwww1HvXbdunVs3rwZiUTCyJEjT1yRgiAIHNxxos1hx5w3iplH0a3CZrNRU1ON22HHbMlk4sQqrFbr8P01NdWYFTHOrhrD7vpmIkE/fR37GFeYhlQqxZiWxlmTpiB7awVWo5bxoyrw+30Y9DpGFueypqaNTPMgXX129nX2sbfVRnaGgUAwxKSKLOZMHYGEJBJStPQ4UchlAKRIkUgkGVeWjUohp2vQQwoYcAfw+IOEIjHe3VhP96CX8rx0SvLMjCq0kGXSk23W4w1GGAqEcfqCWEw6lm1sYNDlwx+KMrWygIsmleP5v5EdF00uRwLsaOpjd2v/8HPXqhVkp+upax8gP8vI/OmjMBvULN3UQFa6ntmTKkiRIteSxrPvbaff6aM8L4Mdjb0EI1Gs6QbGl+XQ0e8imUziDYRZXdPKyMJMUqkUu5v78IYi6NRK9nU7ae52UlmUjS8UxR+KIZPKaO4aoM22lVg0zNmjC5h/7gT+tmQdqWQShVyCyxfCmq4nPU1LqTUdx1CQqZUFLN3UQDIFOxp76LH7CEYTfPOy8xhZkE4qmWTlzhbe39JEXpaR+o5BdLkjRLDiE9x///289tprSCQSUqkU55xzDjfddBPnnnsuRUVFqFQqotEo3d3dbNq0iX/84x+sXbuWeDzOnXfeSX5+vhgTIgjHkdfrPdklfCmoZCrmF81HJpGd7FIEQTgFiHCFIAiCIAiCcEbTarUs+tPT3P39u/j9k0+h1WpPdkmCIAinnZtuuomnnnqKRCLB7bffjsFg4Ctf+cqnrqutreXaa68d/v6qq646kWUKgiAAB3ecOBr/2ZWi1Gqhp7eRpR2tLLjy6uGAhdthx6iS895HqzFrJGTrNciTYdZv2ERleRGjR4/BoNeDVIFUoSHLkkF5QSbppjRWbW9Ap1Nj90awDThQyuHai8YTSyRp6XaQbdbj9oXQapSolApiiQSN3YN09Hvoc3qJxeNcMmUEwUiMve0DyOUyYvE4+ZkmZlWV8f6WJjJNeqpG5iGVSHlr7V6c3iBymZR+lxdvIIxcLiWVSjF1dAFTKwvoGvAQjMTosQ+xc18vhVkmrBkGnlm6nUFPYPi1mVCWw4gCC+FojHgiSU6GHp1KQUaalrPK80jTqnD7g+i1KhLJJAXZRt7f3MTulj6SiRSTK/Oxphv4eGcLg24/F0wsZVtDD7WtNqzpBryBMEa9hmKjlmQKNtV18vHOFryhKCa9BrsngMvrJxgOMT4/g8b2IXY2dLCuppl0vYZ4IondHeSCiSUY9WpSKTDqVdg9ATbXdWHQqlld3UqrzUu60cAPvzWbMRWFBL0u3J4hSvIyaOx20+8OEpQZefCuH4pgxRG0tbXx+OOPA/s7VDz99NPcdNNNh2ynVCopKyujrKyMb3zjG/zrX//i5ptvJhaLcdttt9HS0oJSqfyiyxeEM4rRaMRsNp/sMj6zRCpBOB4e/j4YDx6yzR3j7kArP/hzH7VcLYIVgiAcNRGuEARBEARBEM54CxYsYMGCBSe7DEEQhNPW6NGjufvuu3nssceIRCJcc801zJs3j1tuuYXzzjsPk8k0vG0ymWTXrl08//zz/PWvfyUW299SvqCggNtuu+0kPQNBEE53n9Z54pMc6Epx5dzz8fn9aOQplq3cyN//7uY737kFq9WK2ZLJhg82UJyuAqWGDdtqyE/X0dRt58VX3yI7cw1JuRb7UASf18viVdsoykoDmZK69gGMBj0kYygUYDFqyTbraeyyk52hx+MPIx1wc1ZZDo1dg2yu68LtD1GUbcaarmdP2wCrq1u5aEo5FXkWLCYda2rakMkk7GjqpiDLhFwmIZ5Ikpmmxe4NkmXSUb2vj06bmzHF2XgCYXzBKHdfPQO1SkF95wB1bQPs67ZjMWpp6XGydFMDieT+MQ8KuZT500ZSlpuOVCbB7vFjcwWoKMikONuEyxvCGwihUytw+oK4fWGc3iDxeIpEMoXZoKEgy8i+bgfeQBitWkFFQSbJZBK3L4gE6Oh3M67MypwpIzAbNDR0DeIPRmnpc1LTbEOjkpOepiaRTKGQQo/N8X8dPlI0dtlJpVKU5JqQAFNHF2B3B0imkoTCcWKJJN12GwOuIINDYSaOLCASS+B0OqEki1hKhlSmwOb0449JKSit5CffvYOxY8eeuIP0FPfPf/6TWCyGRCLhd7/73WGDFYfzjW98A6/Xy1133UVvby8vvvgi3/72t09wtYJw+kgm4sQDHmI+11FtbzQaWbRoEXL5qXX6cLdjN8s7l3/qGBCtXItOofuCqhIE4XR0av12FARBEARBEARBEAThlPSb3/yG/v5+XnzxRSQSCe+//z7vv/8+ABaLBaPRSDQaZXBwkEhk/4eiB2axG41GFi9ejFot5iALgnD8HU3niU/idtgptVrw+f3U1uxEK0swKt/Epvp9LF38BguuvJqJE6t49V/P4ex1MSLfTIVVjy+swekL4hwKEozE2dfjpKIoD6cnwMdb9iAhRTgax+WL4PP7UMqkyGRSTBoVoWiMjDQNnTYPXV4PmSYd6SYdQ4EIe9oHOHtMIZNG5ZFu0GAyaNhS18WyjY0o5VIc3hBDvhDjyqzE4inyLBokSOhz+pBJJShkMnrtXoYCYbpsbnrsQ6iUCi49eyTJVIqeQQ9DvhChSIyeQS/NPQ7a+t3Dr0dBlpGplflEYwn2tNsYVZRFa6+bigILkyryKMk1k0ik6LYPsWFPBzKZlIw0LT32IXrsXhRyGZNG5nFBVRk76rvJMOmoqsgjnkigVSl5e91einPS6XN6OXd8EWk6FTKZhPxMI2NKsukY9GE06CjMSsPjC9HW5yYaSzB9TCE3zqviqbc2giRFRb4FrVKBVqMkFkswrsTK2t1tpCTQOTCEyxtCqVRy8+VnU5abyQdb6ukc9LJtTwvp6elsr++g1y/jK9ffwEUXXSw6VnyKjz/+GIDc3Fzuuuuuz7T2tttu49FHH6W3t5elS5eKcIUgHCXbhjdpfuFnJIKfPv6jvr4ei8WC2Ww+5YIViVTiqIIVgiAIx8Op9RtSEARBEARBEARBEIRTkkQi4YUXXuDcc8/lpz/9KUNDQ8P3ORwOHA4H8O9AxQFTpkzh+eefZ9SoUV9ovYIgnDn+s/OEVCplSjLJ4hVrqampPqrxIGZLJj29jQS8bvbW7cVsNNDY0U9JYTEdTbX88fedzLxgFmnmTNKiUc4eV06WWYtWraR3wIknIiHPYsTtDUI8iCQRRSGTMuj0EEukiEWiGDRKyvMyGFtqpbIok+YeJ9kZegZcfurabMhkUjbs7kAulzG6KJPRJVmMKc5GIZPS3OMgTadGp1ZSmG2i19HOiEILF00uY2dDD4FIjPLcDHyhCL32IRo67PQ5vSycOYY0jZJBt39/B4lglGyzHpcvRCASo9cxxJA/xMhCC239biQSmDt1BGkaFU29dgLBGI4hPya9BotJR7ZZT5fdgy8YRiqTIpVIGPKFqW21EYsnSTeoKLIaUcol6NRKSrLNqOQy1u1uZ31tO0qFlJrmfixpOtRKBclkklQKkskULm8IhVxOPClBo1Gxp9VGe88gvlCY8rx0HB4Z0ViMxevraO1zY9ZrKM/LwDkUJBKN02nz4PKFSDPoqGkdpL7dwZRRBVw2YxzleWb0Oi1Wi4G6Thd9Hj2bGuqxFFTw4I9Et4qj1dHRgUQi4aKLLkIikXymtVKplIsuuojnn3+eXbt2nZgCBeFLKJ5I4gvGGApEP/PaZCJ+1MEK2B92zszM/MyP82UQjoePKlihkqlQy0VYWxCEz0eEKwRBEARBEARBEARB+MLceuutXH/99bz44ossW7aMrVu3DgcrDigqKuLcc8/l+uuvZ86cOZ/5JIwgCMLhHGn0x4HOE1KpFNh/IjffaqHNYT+q/U6cWMWLu2t4a+NHnFVsIU0JxMNs3b6TymIr2WYTgd5GfB47FSU5+KIpkk4/wVAQlUKGQQLRcBApcbp7B5g9ZQQVBZl09TvY1dLPii2NXDNrHHmWNCqLsyjLScfuDuALhglH41xYVYY1XU8qBbVt/bTb3Ng9QVRyGTv29bJqZyvWdANzpo1Ar1YxFAhRmGUilZQwriyHdbs7iMeTaFVyYvEEPY4hzhlbxLcumchQIMTm+m6C4Si79vUhAXQqBf0OL/Vtg2jUCsaUWDlvQjElVjPReIJe5xDJZIpQNEpuphGpVIoCiMcT+IMRBpx+jHoVrX1O+l1ezGlazh6Tj0QiYcDlxx+KUdvaz7fnTyYvM41zxhbx7Hs76Bn0ABKyzDoyzTpyLAZae53UNPcilUlp7nZS09JP3+AQORl6SCaQoKLEmk5FfibeQIhVO9uYPqYQi1FLIpFkdEkWW+q6UavkNHY56LL78MUVGE1GqkaXMqI4j3g0SJpGgUwmR6tLI5RSMXLyedxyy62iW8Vn4HLtH0mQl5d3TOtzc3MBsNuP7u+lIJzqVmzv5vE3avGH4se0Ph7wfGKwwh9N4oumjnj/6UYlUzG/aD4yiexklyIIwilOhCsEQRAEQRCEM1oqlcLn8xGNRlEqlRgMBnESTxAE4QTT6XTceuut3HrrrQBEIhHcbjdSqRSz2YxCoTjJFQqCcLr5pNEfBzpPTEkmkUqlJJNJemwOzHlH1zHHarWSW1iMvcNKUZ6F0SNKGFEeYu3WXWjVCsaMKkOj1kDER3tfgrLifHa37SMc9OEaChBOSFAoFKTr1ZRmG5hSWUiOxUBehoYt9Z2olDLC0RjRWIK1NW3sbuknnkji9YfJzTBw9pgizGkapBIJ5jQNi9ft5Z11dWzd20l5XgY6jZIcSxoDbj+D+LGk6YglkujUCrRqLedNKOHdjXvxBaMU55gZVZTFyMJMep1ezHoN1nQ9Dk+QfqefjbUdDHr8GHVqcjMNjCvLITcjDbVKTs/gEMFwlFQSRhVkoZBJMRk0SKUS4okkzb1O/KEo2WYdg544Hn8Yk05DZaEFvUZFdrqeC84qZcX2fXy0rZnF6/dSUWBhT6sNx1AAqVTK5JF5FGSb0GuU9NqH6Hf6WFXTikQiYdAdAAlMHZVDIpEiEo1QkZ/JWRU5yKRS3t/WhMWoY0S+BYNOxY7GHqLxJOY0DTWtAyRSMjItGWQptKRrZexu6kKvVROLRXhvYx2tfR5KR4whb8R4Fl51jQhWfEZGoxGn00kwGDym9QfWif+rCWeCeCL5uYIVn0ai0vHkxj6Sp3G24o5xd6CVa4e/V8vVIlghCMJxIcIVgiAIgiAIwhmnrq6Ol19+ma1bt7Gzupohz79nRBtNZiZVVTFt2lSuu+460eZXEAThC6BSqbBarSe7DEEQTmOfNPpj4sQqlna0snjFWvKtFnpsDtwxBTOrJh39AyTizL7wfJTJENF4ApfbQ4ZBQ6crgM/jQq5VMHlkLq+t2Ixz0EauJY19Hb10D7hJ0yoZVZyDzeGmMKuAQZebSCTE9oYeirJNJBNJFDIZ9R2DWC16tGolHl+ILQ3dTK0sIBiJ0tvhpa3HidsXIpWCjDQdY0usjCzMZMveLtRKOZlGHQ2ddnItBrbWdxMIRTEZ1OzrctDr8DFjfDFXzRjDRztbiETjBEJRvP4wsUQSlzeA0xekel8fAFMr87lwYikzxxcD0OfU0+/w0jHgZlRhFpUlWagVMs4qz6Wx0459KMD4smzW7W5ne1MPSrkcrUpOkdWMwxukJDedqaMKiMYTTBqRS8/AEOtr29ne2Mugx4dMKmFEgYVzxhdhSdNh0KrINuup7xjA5QvjGAqgVikYW5xFpllPn91Hc6+d888qxaBVEYnG0amVJJMp2m0uLju7ErVSQX3HIDXNNtKzcpl/9ihkMikf7WhlbEU+bR3d1Lb2o9VoqGnoQ6o1Mm/Khcy66CIRrDgGOTk5OJ1Oamtrj2n9nj17AMjKyjqeZQnCl5IvGPvEYIVeI8eg/exhZNuMH/OTBx6i1zFwygYrEqkE4Xj4oNuC8UNDW1q5Fp1C90WVJQjCGUSEKwRBEARBEIQzxnvvvccjv3mUjRvWo9IZ0WWPwjByLpnGXKRyBcl4jPBQH7s62ti49c888sgjnDtjJj+776fMn//p87YFQRAEQRCEL6dPGv1htVpZcOXV1NRU0+awY84bxcyqSZ/pBLrZkklf804q8i109fWwr91Gzd5mdAYjDftauejss3C6hyjMyUCSjLGrqZP2HgeleWZmVZWhU6twD/nZta+Xtl4n/U4vJr2GomwThdlG5DIZEokEs15DIplEIpEgSUEimcSgU7NzXx9pOhVOb5Apo/IIRmKMKcmmINtIKByltn2AcDRONJZgW0M3A24/4UiUtn4PZoOa8SXZlOdl0G0fwqRT09A5yPbGHgBaepx8sH0foci/T/T1OrzIpVIaOu1EY3Gqm/vodXixphsYX5ZDRZ4FbyCMxx8iP8tI96CHoUAEbyCKwxMgJ8NAdrqeSDSBwxNEIZcyFAghkUhJJEEqldDS6yQnw8DUygJi8QRF2WYUMhnJZBK7J0AwHMPtDxOMxCAFs6pKKMgyIZdK8XhDDPnD7O0Y4NyxxdS29dHYaUetUiCVSNm5rwe9Vo07EEat0ZBnkpGuhvYBNwWZafQNuDAaDHiCcWIyNZUTz+bm794hgtefw8yZM9mzZw8bNmygo6OD4uLio17b0dHBunXrkEgkTJr0GUJPgnAa0mvk3HP1eOQy6Wde+5MHHqLbPnQCqvpi7HbsZnnnciKJyMkuRRCEM5gIVwiCIAiCIAinPafTyV13fY9XXnkZY95oKub8CHPpNKSyI1/pkUzEcLdtpa5uOZdeeinXXfc/PPXUH0lPT/8CKxcEQTg9RaNRNm7cyI4dO7DZbHi9XpLJJM8+++zJLk0QhFOczWajpqYat8OO2ZLJxIlVWK3WTx39YbVamTfv2MO0eXn5LH71Bfo6lFjMenbVt6CSSynL1hPyDfGbv72OUqnk63PPpr+vB4tBxdtra9FrlEweVYDbG6CyKJPXV9di0msIhmOU52cwujgLpULGUCBCY5edrQ3dmPVqnN4geo2Sxs5BmrsdjC7OoiDLRGOXg1FFWQy4fDT3OMhI01Kcm45EImFDXQf7up14fCGkUgmkUkwamU9lUSbxZIpYPEE8mcTm8lGal87aXW3UtQ/QY/eS+r8rnGVSCYVZJrLTtWys62BMsRWjXk26QUsikcRi0pFMpajIz6Df6aO510H3gAf7UICWfhfBSJSyvHQmjchDq1aRTCZZsqGelh4XY4qtxBJReu0eeuxDlOZkMLIwk0smV9A16CGZhCyjjnA8QV6mgcYuOw0ddvocQ8ybPpKLJpYjkUoIR+NUN/eilMvZUt/Dxzta8AXCVBZn4Q1G0KoVbKrrJBhJ4grGqCy0EAlH2LCrGaVWx3ULZ9PU1sPidXuwFFQw84JZVH3GsI1wqKuuuoo///nPxONxbrrpJlasWHFUY8Di8Tjf+c53iMfjSCQSLr/88i+gWkH48nnl/lkYdUoMWsUxBSsAvF7vYW83Go2YzebPU94Jl0glRLBCEIQvBRGuEARBEARBEE5rtbW1XDJnLu4hH2UXfx/LyAuOak6vVKYgo2IG6eXn4mhaw5uLn2XlqlV89OEHjBs37guoXBAE4fQTi8V4+OGH+fOf/4zT6Ry+PZVKIZFIDglXNDQ0sH37dgAuuOACCgsLv9B6BUE4tdhsNpYufgOzIkap1UJPbyNLO1pZcOXVx2f0xyeoq9tDTroelUbBlrpOxpQXUWI10dzZRzQRI+jzElYoCIXDON1eynMKMOs1ZJm1tPQ4qW3pZcOeTkx6DaOLs6hrs9Hv9NPv8lOaY8akVxOJxnF4gpw3vgR/MMrejgHMaRpC4RhmvQanN0iuJQ2pVML4UiuratowaFVo1Uq6Bjwo5TL0GiXhaBS5VEZ6mpaxpdmMKsyiqcvOzqZedBoVkWiM1j4X63Z3EAjHhp9jQZaRa2eNoyLPwp/f2cK4slzGl1tRKxXkZabRM+glnkgw5A+xdHMDaRoVO5t66XP6MGiUJJIJKouykMuk9Lv8zJ6cw+7mXnQaBXXtNpKpFFq1nJU72sjPMqJWyMhJN2DUqylTZLBuVzuDHj/JJCRTKZp7HCBJMbYkm2Qqxc59vRRbzdS29dM96EWrVtJr9+L2BTlvQhEXTaqg3+UlEIwSDMcIB8Lc8fX5fLixhr6hGFkyDTk62NvURueAB4XOxPd/+GMRqjhOZs2axYwZM9iwYQNr1qxhzpw5PPfcc5/4b3tfXx833ngjK1euRCKRUFZWxte//vUvsGpB+PIw6pSYDarjv1+jkUWLFiGXf7lPF4bj4aMOVqhkKtRy9QmuSBCEM9WX+7flCfbee+/R3t7OnXfeebJLEQRBEARBEE6A2tpazjvvfJLqDMZe+zBK/WfvOiGRSMgcdSHG/Ak0L/8VM2eex/r1686IgMUNN9zA888/z7XXXsurr756sssRhC/MgQDW+++/z9y5c09yNacPp9PJ7Nmz2b17N7A/UPFprFYr9913HzabjQsvvJCPP/74RJcpCMIprKamGrMixpVzz0cqlTIlmWTxirXU1FQzb978zz3640hsNhvrV33IhFwVZoOCVf09+J0S6uqTRBNJirNMFGTqae1zs6+5hSFfkL1tfbiGArT02kklU2SkaSGVoiDLhMsbZkRhJiadmo5+F+t3t6OQS+m1eynLy+DsMYW8t7mRqpF5TCjLYWt9FyqlnCKrGb1GRUe/iyF/mAyjhl3NfUgkEuRyCd5AlHPHFpFIJZFKpOzrtuPwBNFUKCjNSycaj7OprouWXif9Lj+JRHL4OWYatRRkGQmEY6zZ1YZOrcBi1DIUCKPXqMgy64nFE/iCUQqyTGze24E3ECWaiDOhzIrDG+SbsydS226juddBv8PHproOorEEGpUKlUJGr92D3RNkTEkW00YXUNduY9DjxxuIUJJjZvKoPF5fvYeGTjtObxClTMqIQgsV+RYMOjWeQJh9PU5i8RTJZIrmHidWSxqZJg1TKwsozDISjydQymSU56bT5+igtqmdjOxcRhVmMm/mRD7csINdbYOEUwrOvfASEaw4zv75z38yffp0XC4Xa9eupaKigksvvZRZs2ZRUVFBWloagUCAtrY2Vq9ezTvvvEM0GgVApVLx3HPPDY/2EQTh86uvr6eiouJLH6z4LFQyFfOL5iOTyE52KYIgnKZOn9+Yn0EoFOJnP/sZTz75JCNGjDiu4YqWlhaee+45PvzwQ7q6unC5XOj1esrLy5k9eza33XYb+fn5x+3xBEEQBEEQhMNzOp1cMmcuSXUGIxf+L3KV/nPtT6lPZ+Tlv6RpyQPMvmQO9XvrTqkRIcFgkFdffZUPPviA6upqBgcHCYfDpKenY7FYmD59Ol/5ylfEiWThSyWVSrFs2TJeffVVtm3bRm9vL9FoFK1WS25uLpMmTeKhhx6itLT0C6vpcJ1vZDIZJpOJsWPHctlll/Gd73wHo9H4hdV0qrjiiivYtWsXAGq1mq985StMmzaN1atXs3jx4sOuMZvN/OIXv+D2229n9erVbN26lWnTpn2BVQuCcCpxO+yUWi3DJ1+lUin5VgttDjvw+Ud/HElNTTUqSYKWrj5UkiTlViNqpZRkMoXdE0CnUdLa52TQ5ad30INJr+bVlbuxOX0YNCoyjFqkMgn+cJSuATcXVpVx9phC7J4AQ8EwcrmMpk47wUgMjVKONxghCeSk60mmUqhVcpq67XiDEYw6NTK5lN0tfajkcryhCD+8ZgYrd7ZQnqdhemUBnkCYkQWZLNvUwKa9neRYDMilUva0DaBSyFAr5cPBCo1SzjnjCpk0Ig9fKEp1Ux9mg4ZMsx6PP4JMIsGo0zDWms3W+m6SySThWJx4Yn9d54wooiwnnX6nj3abG38oSmOnA7c3SNegB51KgUQqIZFIYc3Qce74YsaXWQmGoiw8Zwxvrt3Dh9v3UZhlxhOM4A1EyEjTMro4i8IsE9F4Ap1WhVIuIxZPklKl6BoYorXPg1IpZ3RxFhqFjGAkzoh8C4FwlEQqSV27DZvTy5sfbOLWG64jpdCwuaYJKVK0eiPW3HIuuuji436snOnKyspYvnw5V155JX19fcRiMZYsWcKSJUsOu/2BIKbBYOBf//oX55xzzhdZriCc9iwWyykdrLhj3B1o5dqDblPL1SJYIQjCCXXq/tY8RkuWLOEHP/gBHR0dx3W/8Xic++67jyeffJJYLHbQfW63m+3bt7N9+3Yef/xxfv/733Pbbbcd18cXBEEQBEEQDnbXXd/DPeRj7LUPf+5gxQFylZ6K+T+n7rXvcddd3+Oll148Lvs90f72t7/xwAMPMDAwAIBcLsdisWCxWHA4HNTV1VFXV0dzc7MIVwhfGn19fVxzzTVs3LgRAKVSidVqBWBwcJCmpiaampq4+uqrv9BwxQH5+fnodDoAwuEw/f39rF27lrVr1/Lkk0/yzjvvMGnS8Wk1fzp444032LhxIxKJhHHjxvHuu+8OtwF3Op1HDFcA3HjjjfzkJz8hEAjw2muviXCFIAjA/m4RNTXVuB12zJZMJk6swmzJpKe3kSnJJFKplGQySY/NgTlv1Amtxe2wYzbqqa5p4qxiC1UjcyGVothqYltDDx5/GLlMRiQeZ/PedvrtPnRaFeV56QRCMSaOyCEcTaBWypFKJeRajBg0Kox6NYNuP8FgDINGiWPITG2LjemDQwwFQrT1uwlF4viDUXItabT2ulAr5eRa0pgxvpiGzkFCsRh17QN024eYYNThDUbISNPg8gUZWWih3+UlHI2zr8tOz+AQEqkEi1FL54CHPEsaM8YVcUFVGXmWNOxuP1qVglQKLEYNrb0u7EMJvMEozT0OOm1uNEoFTd2d6DUqRhRkMLYkG41KweBQgI92tFCYbWJ0URZDgRBdNg/FOWYcQ0GKrGaC4SiWNC35FiO9Di+DHj9nlefy+qpaNtf3kSKFWa9kzvSRxGIJzhlbhMsbYO2udow6NW39Llp6ndjdfqaMLkIilVKUbUIll1LfYeOFD6vRKBXUtQ8QCMV46Dtz+HhnKy++/R6/vu97bNq5B5c/ynmz5jDrootE14oTZMqUKezatYuf//znvPDCC4TD4SNuK5FIWLhwIY899hjl5eVfYJWCIJwKtHItOoXuZJchCMIZ5owJVyxfvpyHHnqILVu2nJD933jjjbz44r8/XK+qqmLixIlkZWXR1dXF+++/j8vlIhKJcPvttyORSPjud797QmoRBEEQBEE407333nu88srLlF38/WMaBfJJlPp0Cs69iZdffpL/+Z/rmD//+F/9eLzEYjG+/e1vD79Pveyyy/je977HzJkzUav/PX+0o6ODZcuWUV9ff7JKFYSDRCIR5s2bR21tLUVFRTz55JPMnz8fhUIBQCKRoLa2lhdeeOGgY/mL9Pe///2gMFI0GmXZsmXcfffddHV1MW/ePBobG0+pDjcn0muvvQbsb+n9n8GKo6FSqTj//PN577332Lp164kqURCEU4jNZmPp4jcwK2KUWi309DaytKOVaeeez9aOVhavWEu+1UKPzYE7pmBm1ecLu/13kCMvL5+6uj3U7a4hmUzhDYRoq99FmhxkkhT+UJSiLCMSiQSFTEr3oId4PE4ykcSgU1JsNRNLJkmmUmSZdGhUSpxDQ4wosKDXqBh0+/BYDJj0GrQqJX1OL2aDhnGl2exq6WfHvl7KctPZVNdFQ+cgGWlaZNL9Y0OmVOZTnGOmrm2APW2DjC6ysL2xh7q2AXRqBSMLLHgDYfrdfho77bi8IaKxBIlUiuljCmntc6FRyblhbhXeQITinHSSiRSJRBJPIEyaTk17n4s0rYoZ40vYVNdJY5edUQWZ6LVKjFo1mSYdWrUSo05N5P+6WOxq7iMcjaHXKNCo5LT2OjHqNZQXWDCnBSnNSae524HN5SccjaNRKuhxeGjscOD2hSjJt2AxahlTnMWI/Ex2NvfS4/AxeUQefU4/ezsGsLkDeHwRLjt3DBdPrmD97g5C4SjFRRaisQw6+l00dDqQy6X88JqZVJZY6bB52bLPwRBGZsy5kqrjNCpG+GQWi4W//OUvPPzww6xcuZLNmzfT19eHx+NBo9GQmZnJ5MmTueSSSygpKTnZ5QqC8AVLpBKE4wcHr4Lx4EmqRhAE4WCnfbjigQce4KWXXqKtrW34tqysLAYHB4/r4zQ3NwMwa9YsHnvsMaqqqg66PxAIcNttt/Gvf/0LgB/96Edcfvnl5OTkHNc6BEEQBEEQBHjkN49izBuNZeQFJ2T/lpEX4Gj4iEd+8+iXOlxx++238+KLL6LVann++ef56le/etjtiouLj+uoPEH4vF5//XVqa2vRarWsX7+egoKCg+6XyWRMnDiRiRMnnqQKD6VUKrnqqquYMGECY8eOxW63s2jRIh544IGTXdqXwrZt25BIJMydO/czBSsOKCsrA6C1tfV4lyYIwimopqYasyLGlXPPRyqVMiWZZPGKtfT29rDgyqupqammzWHHnDeKmZ/zZLnNZuPlF/5ByjeASaekfY+X55t7yLfoKc8xUr23hVXb6iCVINOkpzBTQ7pByaDHTzKZpNs+RCAUIRiJM7bMSmFWGl0DXnY29WL3BDirPAeHJ0B2uo4skxalUk48kaS6uQ+DVsWAy89QIMzZYwpZu7udXEsaBdkmIrEEhVlGdrfaaO1x7g9flGWTZdLT3uckHI1RmG2kqcvJiCILJblm9nU7CYb3UJBlpM/hY2t9F30uHxIkLDhnJAMeP8lUktKcdC6cWMpH25vxBSM4vQEG3H4sJi1D/jApUnQPeijLy8CaoWcoGGbyqDycviBrqttw+8P0O3wEI1GSqRTeQITWPieji7PxB6O021zYPX5mTihlxpgitjf1olEpmDwqnw+2N7NyZytSqYT6zkF6Bocw6FWU5ZhJJlMM+cPkZOgZE81k094ealv68AbC+AIRtGo1F07O5pyxRYwvteIc8rO9oZsdjREi0TgSqRS1Ss6FZ5UypTKfAXeQ9n4XlpxCrvvGt47jESocrYyMDK655hquueaak12KIJx2EvHEyS7hmOx27GZ553IiicjJLkUQBOGwTvtwxUMPPXTQ99/4xje4++67Dwk/fF5SqZTf/e53/PCHPzzsDF6dTsc///lPmpub2bJlC4FAgOeee4777rvvuNYhCIIgCIJwpqurq2PjhvVUzPnRYd+XHQ8SiYTMsfPZ8MHv2Lt3L2PGjDkhj/N5vPbaazzzzDNIJBJeeeUVFi5ceLJLOiPE43FkMtkJO/bOFNu3bwdg3LhxhwQrvuzKysq47LLLePPNN1m5cuVRhStSqRTxeHy4M8fpyG63AzBq1LG15tfr9493GhoaOm41CYJw6nI77JRaLUilUmD/53L5VgttDjtWq5V5845f+HXVqpX4+vYxb3olGeY0du3dx2B3GKNKj0krR0GUheeMRCaV0NLrZE11KwVZJoqyTcSTKQZcPnodPnItBsaWZCGVSonFU1wxczRDgTDxeJJ2m4vpowsZXZTFvm4HUpmE9j4XTd0OkskUl8+oxOby0Wv3olbJkEskVBRnIi3JJj/LyK6Wfjz+EPmZRkx6FfFEgrJcC9F4nPW1nRh1KhQyGR39blRKOS5fCJvLR5d9iFTq/55nTRuXnzuanHQD6QYNy7c0saOxB6c3yFkjcplQloPHF8YXDFOWl4HLG2LJxr3kpKdRlG1ke0M33XYvHTY36QYt5SVm/JEYW+t7iMUTpJJJNtS2I5NKOas8B71GRX5mGp5AmNHF2exptRGOxVEq5OzrcdDr8FKQZeJb86ewvqYVg1ZJjsVIY+cgH+9oRoKE5u5BugY8FGYZiSVTVI3II5FI0t7vZFShhUyTlvzsNDbv7SUQjpKbrsdi1LKprgulUk5zj4sdrQ5++uBvjtvxIhzZgc/js7OzWb58uXi/LAgnmGfI84n3G41GzGbzF1PMUUqkEiJYIQjCl570ZBfwRZk7dy6bN2/mhRdeOCH/YPz+97/nnnvu+cQ3hTKZjB/84AfD369ateq41yEIgiAIgnCme/nll1HpjJhLp53Qx0kvnYZKZ+Tll18+oY9zLBKJBL/4xS8A+OY3v3ncghUbNmzg8ssvJzs7G7VazciRI/n5z39OIBD4xHXbt2/nuuuuIz8/H5VKRWZmJnPnzuWtt9467PbPPfccEokEq9UKQE1NDV/96lfJzs5Gr9czffp03nnnneHtI5EIjz76KOPGjUOn02E2m/n/7N15eFTl2fjx7+x7ZiaZSSb7QghhCRAWQQT3BXCp1KVqq69tba0Ktn3t69LVpRawi221r61vbW1r1dYdFEFcWAUUEgIhhOzLJJlkJrPv6+8PfqSigIBs4vO5Lq5rOOdZ7pk5DDPn3Od+5s2bx/vvv3/A8e+//34kEgnnnnsuAJ2dndx+++1UVFSgVqvJzc3lS1/6EmvWrDlg/66uLiQSCRKJhObmZtrb21mwYAFGoxGFQkF3d/d+7Zubm1m0aBETJkzAaDSiVqspKSnhuuuuO+RvgptvvhmJRMLNN98MQENDAzfeeCPFxcWoVCoKCgq4/vrr2b59+0HHOBxut5uf//znnHXWWVgsFpRKJXl5eVx88cX89a9/JZlMHrDfx9+nzs5Ovv3tb1NaWopKpaK4uJjbbruNwcHBI45p3++qnp4eUqmju+Mqk8nw0ksvcdVVV1FcXIxarcZoNDJp0iTuueceBgYGjmrcw7FvTXCHw7Hf9nPPPReJRMK9995LMpnkwQcfpLS0FKlUysMPP7xf21AoxG9/+1vOP/98cnNzUSqVWCwWzj77bH73u98RiUQOOPeaNWtGjk+AYDDIQw89RE1NDXq9HpPJxOzZs3nqqadIp9PH4dkfmE63dy3keDx+VP33vZancwKKIAif5HA4ePPNFTz7j7/x5psrRj4LzBYrdodr5HMsnU5jd7gwW6zHfN7Xl71KgUnF1InVlJcUUpibzah8M07XMO3dfVTkm5lTU4ZJr2FcqRWTXsOAy0+GDH0uL1KphEA4RnaWBq8/Sn1LH0qFjHFluZTmmbCYtERiSfb0upDLpBRZjUSiSXqGfMRiSfJzDAwMBwiEY+SadfQ7/aQBfzhG37AfXyiGSb93iayWHhfRRIryfDPjyvPwBqNMKM8l16zH7vRRUZCDQaOksXOQ3d3OkcSKLJ2KWRPKmFhpo9xmpq3fjcMdwOEOUlGQjT8UwxeMotMoufiMKnJNOmKxBF0DHlLpNDkGHUO+EJlMhitmj+XMCSUU55k5e1I5EyryCEbjuAIRcox6zplcwbyZ1ViMOiLxJOlMhlA0RrZRw4d77LT2eYgn04wvt/HtK2Zybm0Fk0cXkMlAodXErJoygtEEyzftpmvAzZVzxvHTr1/I3BlVWLI0jCrMJhhJsnJLC5t39dDQ6sBiNvLIPbdy2QVnEYilWb/Lzp9XNdI4LOPe+5fw5S9/+ZgcN8Khbd++nYaGBkpKSkRihSAcQjKVxhc6uu/Mh8toNPL4448jl59a919Hk9HDTqxQyVSo5SdniUhBEL7YTq1PzuPgZz/7Gdddd91R3x1zuGbMOLyT9x8tW9vf33+8whEEQRAEQfjC2rLlA3R51Uhlx/cCnFSmQJc7hi0ffHBc5zkamzZtGlm27u677z4mY/7pT3/ijjvuQKVSkZeXh8/no6WlhYcffph169bx3nvvIZPJPtHvgQce4IEHHiCTyaBQKLDZbDgcDlatWsWqVav4xje+wVNPPXXQed944w2uuuoqVCoVWq2WUCjEli1bWLBgAU888QQ33ngjF198Me+//z5WqxWz2UxfXx8rV67knXfeYdWqVZx33nkHHX/NmjVceeWV+Hw+CgsLsVqt2O12li1bxrJly1i6dOkhX8O+vj5uuukmXC4X+fn5xGL7nwh6+OGH+elPf0o6nUYikVBQUIDRaKS/v59//etf/Otf/+Jb3/oWTzzxxAFfv32ef/55br75ZhKJBEVFRZjNZgYGBnj++ed54YUX+Pvf/84NN9xw0P4H8+abb3LDDTfg9XqBvetfFxUVMTAwwOrVq1m9ejVPPvkkr732Grm5uQcdZ/PmzcyfP59AIEBRURFqtRq73c4f//hHVq1axdatW8nOzj7suM4991x+//vfMzAwwMKFC/nDH/4wcnfy4RgaGuLqq69m/fr1AGg0GgoKCvD7/ezYsYMdO3bwxBNP8Pzzzx+XpX3C4b3rARsMhoO2ueWWW/jb3/5GYWHhJ16bDz/8kC9/+cvY7XYATCYTxcXFDA4Osn79etavX8///u//8sYbb4wkchxIf38/F154Ibt37yY7Oxur1UpfXx8bN25k48aNLF++nBdeeOGEJCyUlZXhdrvZvHnzUfVfu3YtwEgyjyAIpz+Hw8HyV17ArEhQYbNg72tmeVc7ly+4htraKSzvaueVlWspslmwO1x4EgrmTJl6VPPU19fhcTkxW6wUFhaxZePakXlj/mF67FE6OzqIRMJ0dnXR3uPAHQiTTkQZVWjCF46iVsqRSSVUl1rJZODGS6YQisZ5d1s7sUSCIXeIcls2yXQavVqJNxihqthCMpVm0BNkw44uJMCUqgJUSjlKuYwsnZpZE0rRa5SolDIaOwfpHvRhH/KhkEnpHvSwo92BLdtAOg0D7gB6+zAyqYThPXYGXH7Gleai1Sh5Z2sr7kCE5q4hEqm9SSkSCVwwpZJck47ivKy9SRSBCHqNkjc372Hy6HwmVNiwZGkptBqZMa6YgWE//lAUXzjGpMp8srM0bNndSyyR5MwJJeSZDJTnm3m/sZs3N+9BKpVgydIyocKGQi6l1GaiONdIbVUh6xs6CIZjROIJPIEYwThYso2YNFKmjSkkkUjQ2e+m2GZm2x47b29txahT0dLjRCaVcvbEMs4YW4xJr2ZCWR4rt+xBIpGQSKbY1RnCF47j9ASYUKmkq2+QToePvLJxrPvDs0yYMOEYH7HCpzGZTPh8viP6TigIXzQrP+zl1y/sIBg5cIL74UqnkqRC3k9s37hhI7mllZjN5lMuseJIqGQq5pfORyY5+G9oQRCE4+W0r1xx//33H/fEiiPx0ROmmX3p4YIgCIIgCMKITCZDJJY8qj/haIJtdXVorRUnJFatdRRbt24jHE0cVbzH6/vg6tWrASguLmbcuHGfeby6ujq++93vsmTJEoaHh+no6MDlcvHtb38bgPXr1x+wgsejjz7K/fffj9Vq5e9//zvhcJienh7C4TBPPvkkWq2Wv/zlLzz55JMHnDcYDHLTTTfx8MMPMzw8zMDAAB0dHUyfPh2Ae+65h29961ts376dl156iaGhIex2Ozt27KC0tJREIsH3v//9gz4vh8PBNddcw9y5c+nu7sZut9Pb20tnZyfz5s0D4N577z1oBQuABx98kIkTJ9LX10dXVxeDg4MjF39/+ctf8uMf/5hMJsNdd92Fw+HAbrfT09PD0NAQP/7xj5FIJPzf//3fSKWRA2lsbOTrX/86t956Kw6Hg+7ubhwOBzt27GD69OmkUim++c1vsmfPnoOOcSAbN27kS1/6El6vl3nz5tHY2IjT6aSjowOv18s//vEPTCYTmzdv5uqrrz5oBYlwOMzVV1/NFVdcwcDAAJ2dnbjdbv74xz8ilUrp7Oz8xHKNn+bKK6/k/PPPB+CPf/wjs2bNYsuWLYfVNxqNMn/+fNavX09+fj7//ve/8Xq9I8dtXV0dc+bMIRAIcNVVV9HQ0HBEsR2OfYkA+47Vj9u0aROvv/46a9aswW63Mzw8zO233w5Aa2srF198MXa7nRkzZrBp0yY8Hg/t7e14vV6WLVtGcXExLS0tXHrppQSDwYPGce2116JWq9m0aRPDw8N0dnbicrlGEoZee+01Fi9efIyf/YFdeumlwN7nfrCqMgfz4osv0t7ejkQi4ayzzjoe4QmCcAqqr6/DrEiwYO45zJhSw4K552BWJKivr8Nms3H5gmvQFVbT4cmgK6zmii9fS15e3hHNsS+BI9TXTIVZQqivmb88+QSqhHdk3plTa/iwsZ1/vrqS9z+oo66pjfcbu3B6g7T3DdHS7SSVSnPG2CLyLQbCsQTeYJgeh5cPd9vZ0T6AyxvGbFBTnGtCLpOSAcps2chkUmzZBpRyGcFwjM4BDy29TsKRGGeMK8Zi1rJpVzdOb4jGjkFcvhATR9nI0qlwecNoVApysnR4AhGsJi0apZz36tpYW99BOJJgclUBcqWcTbu6aWh3sLPdMZJYUZJn4jtfmsHoomwUChlDnjDRWAJXIEypzYRUAqV5JpRyGdlZGkKROO/VdbCj3cH7jT30DnmpHV3IqIIc3IEwPYNeVmzaw6sbGlnX0EHngAe5VMqcieVUl+VSVZzDqMIcYvEk0VgSm1lPWb6ZnZ0O3ti0h94hH3lZasYUGLFl60lnMhRYskgm9r6eoUic1VtbeW71dgbdQWaMK8GgUxMMx9AoFViMWopyjdS12PlwTz/BJHz5knOYM30irlQW61t8JMyV3Pk/PxaJFSfJhRdeSCaTYdu2bSc7FEE4JSVT6WOSWOHY8CIbbxtH25IvfWJfds7ehOvPU2LFHTV38D+1/7Pfn7un3M0ky6STHZogCF9Qn59P0NNET0/PyOND3fklfHbr1q1DIpWxbt26kTX9BEEQBEE49UXjKc7/wRtH1TcZD+PzerAaC45xVAemNhVg93o497svIVNqjrj/u7+6FI3q2H8lb29vB2D8+PHHZLzW1lZ++ctf8oMf/GBkm16v53//939Zs2YNLS0tvPLKK9x4440j+wcGBrjvvvvQaDS8+eab+30fk8vlfOtb38Lv9/ODH/yAX/7ylyOJGh8VCoW45ppruOuuu0a2lZeX889//pPq6mr8fj/PPfccf/jDH/Yr51xTU8PSpUu57rrraGhooKenh5KSkk+Mv2fPHq677jqee+65/baXlZXx2muvceaZZ7Jt2zYeeuihkSVEPm7Xrl10d3ePLHlgNBoBsNvt/PjHPwZgyZIln6h+kZ2dzUMPPYTBYOCee+7hV7/6FbfddhvFxcWfmGPbtm3cc889LFmy/3rgNTU1rF69mpqaGnp7e3nkkUcOWQXkozKZDN/5zndIJBJcdtllvPbaa/tVhlCpVHzta1+joqKCs88+m/Xr1/PCCy9w3XXXfWKsQCDA+eefz9NPPz2yTSaTceutt7J582aefvppnn/+eR599NHDig32Lgvy6quvctttt/HPf/6TLVu2MHPmTC666CIeeOABzjzzzIP2feyxx9i2bRtZWVmsW7fuE5UdamtrWb16NTNnzmT79u3cc889rFy58rBj+zR/+tOfaGhoQCqV8q1vfeuAbdatW8dzzz3HOeecM7Jt3+/D733ve3i9XqZMmcKaNWtQq/9T6lYul3P5eMQTbQABAABJREFU5Zczbtw4Jk+eTEtLC48//jj33nvvAecZGhpi69atZGVljWzLyspi6dKlRKNRfv/73/PrX/+au+66a+QYPl6+/e1v85vf/IZwOMx1113He++9x6hRoz6137Zt2/Z7Ha+//vrjGaYgCKcQj8tJhc0y8v+TVCqlyGahw+UE9laymTfvs1Uf+mgCh1QqZXo6zaYP65CRQiqV4vP76bfbSaaSNLb3syOdJhJLggQCoRi9Q16CkThjy3LpGfLy7rY2mntcJJNpnlqxlapiC7ZsA/5QDJ1aRXv/MJFYEn/IRzSeQK1U7E2siMTIy9Zz1oRSDDolZr2GdCZDaZ6J7W0D9Ax6USvlpNJpJlXa+K+5UwlFE+zqdCCTyqhrsVOen0N1iYXdPU4aWgcIhKN4Q2Ha7W5WbN5DJP6fi3WzJpRw87yp2Ie8bN7Vi1qlwOULk2vWEYkl6Hb4iCVTyGUyjDoljZ1D5Jl1tNqHael1EU/sXc7jmVX1pDIZVAoZl5xRRUFOFk1dg7y8ronqUgsWk44iq5F0Jo03GGNihY0Pm+1s3WMnEI7R0OFg2Bfm4uljuHB6Fa+tb6TQmoVKIae5e4hkKk06neaD3Xa2t/Rj1KuQ65RMG1tISa4RXyjKhp3d9Ax6iSWStPd7yDYauGz2RNzBOHW725EbrDz6W5FQcSp4+OGHeeutt3jnnXd4+eWXxXIsgvAxgXDioIkVeo0cg/bTq82lU0la//5DUmH/sQ7vmEtlUkST0f22hZPhT7TTyrXoFMf3t4ogCMKROO0rV5xq6urqRh5/dIkQ4dgKh8MsWfIImUyaJUseGSnLKwiCIAjC6S2T2nsiQio//iXugZGlR9KpxAmZ73C5XC6AY1ZyNycnhzvvvPMT22UyGVdeeSUAzc3N++176qmniMViXHXVVQdNdP3Sl/beSdPW1jay/MHHfTShY5/Ro0czceJEAPLy8g54Afuiiy4aefzx2PaRSqX88pe/POA+hULBfffdB+ytQnCw6gDf+ta3DnhR+umnnyYej1NWVnbA57DP97//ffLy8kgkEvzrX/86YBuTycRPf/rTA+4zGo1897vfBeD1118/6Dwft3HjRhobG5FIJPz2t7896JIbs2bNGnmfnnnmmYOO97Of/eyA26+66ipg753B+47Lw2UwGHjmmWd4+eWXGTt2LLC3KsusWbO4/PLL6ezsPGC/P/3pT8DeJIWDLZmhUql48MEHAVi1ahVOp/OIYvu4QCDA+++/zze/+U1uu+02AH70ox8d9NgvKiri6quv/sR2u93OihUrAPjVr361X2LFR40aNWokIelQ78v999+/X2LFR/3oRz9CKpXi9/tZt27dwZ/cMVJYWMgvfvELMpkMfX19TJs2jV//+te43e4Dtm9sbOSuu+5i9uzZ+P1+JBIJF1xwARdffPFxj1UQhFOD2WLF7nCRTu+ttJBOp7E7XJgt1mM2h8flpMhmYcjl5s13N/L8qysIhsK0tHeSTqep376D7Y1NhCJxdnUO4fRFKLBmUVWUg0GrotCSRZZWRTia4K0PWinJM3NGdREWk5YsrYrKwmzGluWSbzWQTKdRyKWMKsymutRK75CXupY+5DIps8aXYcvW4wtFKLQayTHqqC62EgjH0SgV5OdkkWPUMuyLMOwN0z3gwekNEo0n6Xd5GVuax8XTRzOqKIdzJpVTYM1i7fZOVmzaw472ASZV5gOgVsq5/coZfO2iWgLhKHt6XGxq6qG524lMCht3duPxR9jeaoc0NLQN4A7svfD1Tl07mxq7aeocZMHZ4ynNM6PXKbEYtVw0rZJLZ47hjHFFzJpYxrgyK2qFnGyDmvZ+N7WjChgY9rNldw9IMqzb0cVL63aRTqc5t3YUcyZXMLrYQpnNRDAco8yWjdWkR6bS09zn48PmXmZNLOGMcSWY9BqSqTSpdBqjTo1erWDZxt389c1tGExmvnzJHGT6HBISJVFltqhUcQoZPXo0GzZsoLi4mOuuu46f//znRKPRT+8oCF9weo2cu66ZiFz26ZfzkiHvQRMrgvE0Ms2BfxucaA2uBh6pe4Rf1v9yvz9/2PmHkx2aIAjCpxKVK06gZDI5cqIP/nOiUTj2Fi9ejNPlYsxlP6Z1xRKWLFkycvJUEARBEIRTm1op491fXXpUff1+P7anIJ08MckO+5IqViy5DIPBcMT91crjsz6oQrE36SMSiRyT8aZPn45SqTzgvvLycgB8Pt9+2/ddrH3rrbcOukzfR5dF6evro6ioaL/9crmcMWPGHLBvcXEx27dvZ+LEiSPP96Oys7NRq9VEo9FPxLbP2LFjPzHnR82ePRuAVCpFc3Mz06ZN+0SbmTNnHrDv+vXrAbjssssOmrgAe9+r888/n+eee44PP/zwgG3OOusstFrtp8Y5NDSEy+XCYrEctO3H4xs/fvynVg+45JJLePnllw8an1arZfLkyQfc99GxvV7vYcX2cQsWLOCKK67g2Wef5Re/+AXNzc28/vrrrFu3jqeeemq/JIWBgYGRyi1XXHHFIce94IILkMlkpFIptm7dOrIUzOE6WHuVSsVDDz3E//zP/xy077Rp0w5Yinff+2I0GveranEgl1xyCb/5zW9oamoiFAodMMnnUIkIubm5VFVV0dzczK5du474+R+NRYsW0d/fz9KlS/H7/dx9993cc8896PX6kTYVFRU4nc6RBPl9nxPV1dU8//zzxz3GEyWdTvOnP/2J4uJiLrvsspMdjiCcVA6Hg/r6OjwuJ2aLldraKdhsNmprp7C8q51XVq6lyGbB7nDhSSiYM2XqMZvbbLGyYfO7PPfScuTEMeh19PV2s3W7n8bmDmLRENJMismV+eSZdcikEnb3DDFpVD7ReJJNu7rp6Hfj9IY4Y2wJpXkmYvEkWVo15flmJBIJRp2KM8eVsGFHN13pNDPHl7JpVzexeJpxZbk43AEUcilTqorY3NSLyaBBq1KQyYAEyDXrWLO9nbEluRi0ShyeIDs6HMhkMupb7XT2e6iZnU8ynYZkhr5hPwq5lHgySSKRZlZNKdUlVtyBCJUFOQQjMepa+gjH4nQ7PBTkZGHSqanIN5PJSPCFoowpzsXlDdM/7Gd9QxcqpZwhd5BIPIleq2T11jZK84yYDBrS6TRjS3NRqxQEwjEKcgyU52fT0e9mxvhSNu3q4f1d3SRTKd7e2kY4lsBq0lOcm8W8GdX0DHrp6HNyRnURcyaW8eqGJjY1diGTSdjd2skHjd1MGpXP+VNG4fFHMagVNPc6AQlymYTuAS8D7gCjinO5/tJzkKgM1Eyu5Z2N9UwtrBaJFaeQf//73wA89NBD/P3vf+dnP/sZv/rVr7jkkkuora3FZrMd8jvvR1177bXHM1RBOGU896PzKbLqDiux4lCC8TS/+zDAs7KTf0kwlUmxonsFsVTsZIciCIJwVE7+J+kXyC9+8QtaW1uBvSdA950EPZhYLEYs9p//YPz+U7+U06mgra2NpUsfIX/KAsylU8mvvZKlSx/hpptuOuida4IgCIIgnDokEslRL5WhtpgxmsxEff3HOKoDi3r7MZrMWHNMSCSSEzLn4bBa997R2dvbe0zG27fUxYHsu7M+lUrtt31fJYqhoSGGhoY+dY4DJYLk5OQcdC3YfSdeCwoOvgSMSqUiGo1+IraPjn8oH91/sASNgyVn9PX1AXsvFH+afUuBHOx1OtI4DyeB4Wjic7n23j388WQRg8Fw0ONfo/nPcjnJ5NGvHSyTybjxxhv56le/yp///GfuvfdePB4P1113HatWreKCCy4A/vO84NOfm1arJScn57CP0Y8rKipCp9MhkUjQarUUFhYye/ZsbrrpJmw226f2PZB98ZeWlh4yKQf+875kMhlcLtcBkysO99g52PF9PCxevJja2loWLlyIy+Uik8kQCARGjqHu7u79Eq8AvvKVr/DEE09gMplOWJzHk91u5xvf+AarV6/m1ltvFckVwheaw+Fg+SsvYFYkqLBZsPc1s7yrncsXXIPNZuPyBddQX19Hh8uJubCaOVOmkpeXd8zmLyws4oktdYy3qZg6rpy3Nm7H5XKhlcvYtrMJlUzKWTWlVBXnMKogh3g8STyRRCmXE4kmOGNsCRMr8qlr6UOlkOHyhagsykEmk5JKZ/AEIoQicWoqbLT0unC4A/QMeulz+ognUjh9ISRkuG3BTNrtbkrzjNS39JOlVVFbVcDM8SU0dQ0hk7nZ3TPEmBIrJTYz/nCMWDyJ0xOi2+Gld8jH+PI8fMEoz761nZ4hHxKJBINWiS1bT0muiQtqK+h1+rGa9CjkMroG4owqzqEgJ4tMBgY9Qa6/YBIrP9jDWx+0kpFIKLGZ6HfuPR9ZWZiDVCIhN1vPoCdIeX42Lm8YbyhCr9NHVZGFWCJJKBwnlc7gD+9N4lDIpLxb14EnECEQjpHK7E3GUCpktNpdFFiy2N01xOoP9wAS0kjZuKsLtVRK95CPklwj59WWY9KpUchkuHxBiixGGlr7SWZAJlNQPaqYpFTD1nY3k2tyeWdj/TFPxBE+u+uuu26/74yZTAa/38+LL77Iiy++eNjjSCQSkVwhfGEYdcojSqxIJT/52/e/lruwB1KkMwfocBJEk9HDTqxQyVSo5Qeu5icIgnCyiOSKE+Tf//43DzzwALD3JN5HK1gczOLFi0f6CIcnk8mwcNEiFFozBVP2VgYpmHo1ntZ1LLrzTla88cYpdeFDEARBEIRjSyKRMHXKFLZ3dZyQ+cLOdqZNm3rKfb+YNm0af/3rX6mvr8fn8x0yOeJ42VfC+7e//e3IshWnmk9730Kh0MjjA124PtT2RGJvVZNPu0D+0TgO1vZYxHms4jvZx7pUKuXb3/42l1xyCbNnz8Zut3PXXXexfft24D/Pa1/bT/Npr/2h/N///R9z58494n5wbI+bQ7U/3GPncI+bY+Xaa6/l8ssv529/+xvLli3j/fff3+9mAplMxoQJEzj77LO55ZZbqKmpOaHxHS+JRILf/va3PPDAA/v9uxWEL7L6+jrMigQL5p6DVCplejrNKyvXUl9fx7x587HZbMybN/+YzvnRShntXd1MKLdx2ZlVdPb2I5GkqR1dQI5Rw+bGHgKRGPkWA3KZlC6HG7VSQb4li4bWAUYVZjOhIp9MZu8SFbF4Eq1GiUmvxmzQsHZ7B7kmHTqNikFPCJcvTHGuCblMwuyJ5SjkUtr7hmnqGuLdbR1EYgnUqr3VuDJAIpnmxTU76XcFKLWZ6BxwI5VI0KuUaFRyLEYd0UQSu9PPjo4B7E4fH+zuZdCz9/PlrPHFZOk1dA14AQlqpZySPBOTKvNp7xtmfHku5iwtMomEmnIbb9e18cKaHSSSac4YV0wqnSaRSuMPxjivtoKcLC0ZYGyJlfcbu5BIJNRWFbC+oZP1DZ0MuoOoFDL6hwMoFTIunzWWnZ0O9vS4cAfCXDx9DIW5Bp5+Yxt1e/owZ2nZkXAw94wqsvQqVm9tJZ2WUFFkZdb4cnZ3DzK1Ws/4sjyytGoKLUYcniD5lizqW/tx+aOcM3MiVrMJZ1TGDV//DpFImEGXE3Nh6TFPxBGOjY8nUB5smyAIR8fr835imy+WJp3Ze9OE2Ww+8UEdJZVMxfzS+cgkx6fipyAIwtESyRUnwJNPPsntt99OOp1GJpPxzDPPMG7cuE/td9999/Hf//3fI3/3+/0jdycJB7Zs2TJWrVxJ1fz7kClUAMgUKorO+jorVyxh+fLln1oeWBAEQRCEz7cZM85g45b/JZ1KIJV9crmIYyWdShAa2sOM6+84bnMcrXnz5iGRSEilUvzf//0fP/jBD054DFarlT179tDT03PC5z5c8Xj8kPtbWlpGHpeUlBzR2Hl5ebS0tNDV1fWpbfdVGCksLDzg/sONU6PRjFQtOZz4gCOKLz8//6QnV+xTWlrKT37yE2699VYaGhrweDyYzeb9LqJ0dXUxadKkg44RiUQYHh4GDv7an2j74t9XveFQr/e+90Uul5Obm3vANvF4/KBL+mQyGdra2oC9r+eJptFo+M53vsN3vvMdYG+ih8/nQ6vVYjQaT5lj7ViIxWL85S9/YcmSJaf0Z6IgnAwel5MKm2UkSUwqlVJks9Dhch6X+T5eKWPbhhbMKglI5XT2u7Bm6ZgzqYytzXYKrFkoZFLUCjlWo4612zsY9ocJRuJEYwlGFeWQTqfxBCOMLszh7W3t+MMxpo8txB+KIpNI6Xb4CESi6DQqxpVa2d46wPjyPGaMKyYYjmHLNhCOJmnscDC+PA+NUo7VqGVXlxO704tcJmP2pDJsZj2pdIZMJoNeq8Ss16CQyxjyhDAb1Oi1at7c0kIytTe5VQKkMhLOn1KBUi6nZ8hLXdsAs2vKaO11YR/yMWN8CRajlkF3kFQmQ2meiW3NdmzZBixmPT0OD0PuIBajllKbiUA4zphiC4W5RiqLLWxq7MUdiKBRKbA7/Szf2ESOSYdMKuW82goi8SRqhRypVEJxronygmwa2vox6FTMnljGmGIL9S39rKnvwKhX0zvkZ/akcsgk6XMGkcrklOXnUJpvZsgdpL61n3gqzebGHjoGA0w76zy02UbUtkLuXPBlsfzH58B//dd/newQBOELy2g08vjjjx+0MuTJdkfNHWjl+y8LpJarRWKFIAinpFPzk/Q0EY1GWbRoEX/+85+BvSWTn3nmGRYsWHBY/VUqFSqV6niGeFoJh8MsXHQn5rKpmMvP2G+fuXwG5rIp3LFwERdeeOFhr98nCIIgCMLnzw033MDixYvxdGwhZ/Shl2H7LNwdW4iFfNxwww3HbY6jVV5eztVXX80LL7zAL37xC6666irKy8tPaAxTp05lw4YNrFy5kl//+tcndO7D1dTUdMiLz6+//jqw9/U81PIjB3LmmWeyfv16Xn/9dX7zm98c9EJxMpnkvffeA+Dss88+YJt9VRkOZl+cM2fORCY7vJNPZ555JgA7duygu7v7kBfX33rrrUPGd7IcKOGloqKCvLw8BgcHWb58+SGTK959912SySRKpZIZM2Ycz1AP2773xePxsHHjxkMuJbnvfZkxY8ZBfzfW19cf9LmtWbOGYDAIwKxZsz5L2Ifl97//PbC3KsXtt9/+iX8TOp3uhFfQON4GBwf56U9/ygsvvIDH4xnZnpube1RL0QjC6eLjlSOSHgnTJ49HKpWSTqexO1yYC6uPekyzxUphYRE7d+5g04b1DAz0k06nKSwqRqs3MDpPx4KvXE5jcxvOYTd13V3sbOtGkowyqcyKXCalrc/FxIp8airyWPZ+Mx39bqxmPVq1kt4hL4OeIH1OH2aDhmA4jlatQCaT0Ov0MnFUHmaDhm9dcQbv1bWzs8OB1aRnOBAhHIuTSCZp6hpEJpWSTKWRyyTkZevJNesozTPTPeQlnkwST8Ck0fl86axxKBUycrJ0LNvYxOamXs6ZVE5H5yCbd/UQisZx+cIjr4Veo2RUQTaXnTmG82orydKpeHtbK29vbWfDzi7yc/QYNCpiiSQKuYxEKkXngJttLf30Ov2EYwk6HR5qKmwYtCrCsQT2IR8Wkw53IEJlYQ4SJNhyDLT3DSOTSigvMFOcZ0KtlKFUyGnrG6Z3yEd+toHRRXvb97v87GjrpyTPTLnNzNSqIs6dXMGfln3Amu2dTB1bglKhYFfnII5hPzNqKtBptSCRUWoz097n5sNmO3v6/cw5fy4XnHcuZouV2topn7ocl3Bq+Otf/3qyQxCEL6SNGzYyZvL0UzaxAkAr16JTnF6/BQRBOH0dee1T4bC0tbUxc+bMkcSKkpIS1q5dy1VXXXWSIzt9LV68mIGBAUpn3/KJE3USiYSS2bcwMDDAkiVLTlKEgiAIgiCcCBMmTOCs2XMYalxx3ErMZjIZnI0rmD3nbMaPH39c5visHnnkEXJycvB4PMydO3fkDvVD2beUx7Hwla98BdibwPCXv/zloO0CgQB2u/2YzXskfD4fjz766AH39fX1jVwM/uY3v3nEY3/9619HKpXS1tZ20DkAfve73zEwMIDZbB55zT5u9+7d/Otf/zrgvu3bt/Pss88ecZwXXnghpaWlpNNpvvvd7x70vd+yZQuvvPIKwEiFgROhrq7uU4/Hd999F9j7W+uj5W2/8Y1vAPDrX/+ajo4DLxEUj8f52c9+BsBNN910ylzUHzt27EiCxX//938Tix14LeLOzs6RpSZvu+22g473wAMPHPBzMJlM8qMf/Qj4z7FwvH3ve9/j+9//Pm+//fZpVZXiUHbv3s2TTz45klih1Wp5+OGH+cUvfnGSIxOEk2df5YhQXzMVZgk2bZoN23bxz5dXsKVuJ6+sXIsnoWDKlKlHPaa96QMe+flPePuVfyL3dzHRkqQqK8pQ61Z2bHyb7Q07eH31Wn62+NeYpUEumFSMRZ2htdfJB829dA96icZTtPe5qGvpw+XxY9SrKco1kp2l4foLa5k+pogd7Q4+3N3LsD/Mzo5BWnpdjC3JJT/bQH5OFv5QDJ1GSVmemSvOGku2XoNcujf5oLIwhxyjFqcvhFwuo6Iwm3AswT/eqmd76wBjii2cN6WC0YUWPtjdiwSoKrFQYMli444unn5zG0+9sZXeId9+iRU1FXlcOXscCrmUbKMWhzvAzg4HjR2DTB9bSGmeCaVMTu+Qj3e3tfPWh62EYwleWtvIyi17cPvCZDIwa0Ip82aOwWrSk59jwB+OM+QJUtfSz19WbKOpewh/KEKWTsW1F0xk1vhSxhTl4A/F2NHuID/bQE1ZHudPG41eo8EfitMz6GF8hY2LpleSyWRYtrGJPpcfq0lHMp3h6gunc+GZNdz19SuZNKaYPT2D1Lf0sWZbK5t2ddMx6CecUTN6zBjOqR1FhVlCqK+Z5a+8gMPhOA5HqyAIwukhOyf7pCVWpDIpQonQfn/CyfCndxQEQTiFieSK4+DNN99k2rRpNDQ0APClL32J+vp6zjjjjE/pKRyttrY2li59BFvtAtSm/AO20ZgKsE2+kqVLHzmsiwuCIAiCIHx+3XfvPfj6mnDtWXNcxnftWYOvr4n77r3nuIx/LJSVlfHiiy9iMBhoaWmhtraWH//4x+zZs2e/dslkkrq6On784x9z7bXXHrP5zzzzTL785S8DcOutt7J48WK8Xu/Ifo/Hw5///Gdqamo+tTLD8aJWq/nhD3/Igw8+OHIHP8DatWs577zz8Hq9jBo1iu9973tHPHZ1dTV33XUXAD/4wQ+4++6797tT3ePxcP/993P33XcDe+/qNxgMB43z5ptv5oknnhi52J5Op1m2bBlz584lmUwya9Ysrr/++sOOT6FQ8PjjjyORSHjttde44ooraGpqGtkfi8V49tlnmTdvHqlUiltuueWQVRSOtd///vfU1tbyxBNP0N3dvd8+t9vN4sWL+c1vfgPAvffeu9/+e+65h8rKSrxeL3PmzOGll14ikUiM7G9oaODiiy9m27ZtFBYW8vOf//z4P6Ej8Pjjj6NWq/nwww8577zz2LJly8i+VCrFG2+8wbnnnksgEODiiy8+5Pv+3nvv8ZWvfGVkCRGA9vZ2rrjiCjZt2oRSqTxhlWX2VYiprj6yu9FPByqViltvvZXdu3fzwx/+8LArzAjC6ai+vg6zIsGCuecwY0oN3/jK5UyfWE23L0OHJ4OusJorvnztfss8HemYBbnZpIJu9PIE00bnMXf6aG69/Azm1JRCKsrOnTv44c8fJUueZHShGblMQkGOgdGF2ezocrPyww66HG5S6TQmgwaFQo5Bq0KSyWAxajHpVZw5voTqklwSqTTrGzrpd3mJxJL4Q1Ha+t209DrpG/ZhH/LR0j/M65ua8YdjnD25jHgiye5uJ+sbOlHKZYwuyiFbr8WoU2PUqSm3mbl01liqiq2MK89FKpWwtqGTzgEPw/4w5QVm7E4fg54g6f+fQJelVfHT/zqfGy6cjDcYIRpP0mYfJhpP8F5dO0q5jDElVs6qKWPKmAJs2Qa6B714A1F2dQ6RbzEweXQ+l8yoIseopSTXSJnNTHGekf7hACqljLa+YQaGfWzY0cmQO4A/FCXXpEOvUqJUyNBp1Ywvz0OvViCTSVGrFWzY0UkknmbQE8CoVzG+PI9cs55LzxxHUV42W5r7aetzk2vWYdJryM7JYdb0ScysHY9cZyUkM7N7WEKLV40yfwITZpzDly6azVcXzGPGlBoWzD0HsyJBfX3d8TpkBUEQhKPU4GrgkbpH+GX9L/f784edfzjZoQmCIHwmp24doM+pJ554goULF5JOp1EqlfzqV79i0aJFJzus01omk2HhokUotGYKphy6MkjB1KvxtK5j0Z13suKNN74wd0wJgiAIwhfNpZdeyvXX38BLrz6FsWgSSn32MRs7HnTTu/Epbrjhq8yfP/+YjXs8nHvuuWzevJmbb76ZDz/8kIcffpiHH36YrKwsLBYL8XicoaEh4vH4SPtj6S9/+Qsej4f33nuPH/7wh/zkJz+hqKiIZDLJwMAA6XQauVxOdvaxe3+OxKRJk5g5cyY/+9nPePjhhyksLMTn8+F2u4G9FRFWrFhx1FUNFi9eTCQS4fHHH+eXv/wlv/rVrygqKkIikdDX10cqlUKhUPDYY4/xta997aDjXH755SSTSW6//Xbuuusu8vPzcblc+P3+kefx8ssvj6xXf7guu+wynn76ab797W/zxhtv8MYbb2C1WjEYDAwMDBCJRIC9VTj+8IcTfwJsx44d3H777QCYTCZycnKIRqP09/eTyWSQSqX85Cc/+UTlBqPRyFtvvcXll1/Orl27uPrqq9FqtdhsNnw+H8PDwwBUVlaybNmyI7qAdyJMmTKF1157ja985Sts2rSJmTNnYjabMZvNDA0NjSQCzZs3j+eff/6Q7/uTTz7JN77xDV588UWKiopIpVL09/cDe5N2nnvuOSZOnHhCnteECROor69ncHDwhMx3KrDZbDz++ONce+21WK3Wkx2OIJwSPC4nFTbLyGeXVCqlZkwFOk+GG278r6Mas7OtlZi7j+dfXYHZZGZn0x7C4RDZ+TpMWgUSaYY9vU4Gh30YNCrGl1lZv72TcCyOWimnqshCvzvAHrsTU7aJiCaf3Ow4FYU5aFUKiixGnN4giWSKQksWHQNuWnqcFFgMKOQyDBoVnkCEghw9HzbbcXpDmLM0pFNpWvvcGHVqEskEJblmuhxeSvKMtPcN0+/yM6bEik6tJBRJUFVkJRJL0u3wUGjJwhOIEAjHicaTNLT1Q0aCLxxldIGFXZ3/SdicMa6YW684g0QyRat9mH5XgHMmltPl8JBKpel2eCkrMFOQk8UZY4tw+8JIpRLsTh+7uweZOqaIM6qL6B3yU5xrpL61n06Hh9pwDJvZQFVhDmu2d9LeN8wF00ZRlpeNRi1nenUR9a39NHYOEo0l6Rr0EInFqSrdmxDSP+hne2s/NZUFVBTkUJxrJhxNsLPdwcBwgHAswcYdPTgDcQqyDbT3DzN9ciGtnXa8Ubht4Z1c/7Hl9579x9+oMEv2O36KbBY6XM6jPCIFQRCE4yGVSbGiewWx1IEr8QmCIHyeicoVx9ATTzzB7bffTjqdJi8vj3Xr1onEihNg2bJlrFq5kqKzvoFMceC1hveRKVQUnfV1Vr75JsuXLz9BEQqCIAiCcDI89tjvMRsNtK74OclY8NM7HIZkLEjrip9jNhp47LHfH5Mxj7dx48bxwQcf8Oabb/Ktb32LcePGIZPJ6O7uxuPxUFxczBVXXMGjjz7K888/f0znNhqNrF69mqeffpoLLrgAk8lEX18fwWCQ2tpa7rrrLhobG5k1a9YxnfdI/Pa3v+WZZ55hypQpOJ1O4vE4kydP5oEHHqCxsZGqqqqjHlsmk/HYY4+xceNGvva1r1FSUsLQ0BDDw8OMGTOGO++8k927d48kEByMVCrlxRdf5LHHHqOqqoqBgQEkEgkzZszg0Ucf5YMPPjjqBIGbbrqJPXv28P3vf5/x48cTiUTo6+vDarVyww03sHbtWv7yl7+MVB04UX75y1/y6KOPsmDBAkaPHk08Hqerq4tIJML06dO5++67aWpq4sEHHzxg//Lycurq6njiiSc4//zz0Wq19PT0IJFIOPfcc3nsscfYuXMnY8eOPaHP63BdfPHFtLS08JOf/IQpU6aQSqWw2+1kZWWxYMECXn31VVasWEFWVtYhx7nmmmvYsGEDl112GaFQiOHhYSoqKvjOd75DU1MTV1555Yl5QsBdd91FJpPh5ZdfZmBg4ITNezJVV1dzxx13iMQKQfgIs8WK3eEaWfopnU5jd7gwW47u38mOHTt49523qd/6Ia17drNq9VssW/kuiUQMpDL8oRj2QR+eQJB0OsWEChu2HANKhZRCi5EZY0soy89mTFEOarmM7p5+SMaZWFnI5NHFSKUSinKNONxBBoYDxJMptu3pZ/2OLpq6h9jRMUBlUQ4KhRRPIMroIgtFuUaC4Ri7uoeYM7GMb142jYoCK05fmHQ6w67OQaqLczmntoL8nCxyTXpSqRQymQRfKEo4nkCvUaFVKYjG4nT0u2lsH2TTrm5SqTQatZI7r5qFXqNkxthibrviDLQqBX0uP8O+MGPLrZQVZJNMpviw2U5T1xCdA25UchmReBK5XIZjOIjZoEallFOSZ8Ko15CfrWfIE2TSqHx6h3y8vqmZTbu6abY70aoVlBWYiSfS6LQKOvo9tNqHkclkbG7q4a2tbfS5fJTkmrj23Bq+ct5EakcXUFGYw64OB55AmP7hAOPKCxhXno9cJmVbcx+uQJxZM6aiy86lZSjKhy0DrN/VT1ZhFedfcMFxP36E4ysajfLYY49x8cUXU1hYiEajITc3l+nTp/OTn/yErq6ukx2iIJxWkskk7mH3yQ4DgGgyetiJFSqZCrVcfZwjEgRBOHYkmeO1EPUprKuri/LycgDGjBlDc3PzZx5zw4YNnHfeeSSTSUpLS1mzZg1lZWWfedyP8vv9GI1GfD7fp55E+6IIh8OMqR5LWJ7L6Pk/OqxKFJlMhpY3fo4u5WRP8260Wu0JiFQQBEEQhJNh586dzJlzNmlVNqPn//gzVbCIB920rvg50pib9evXUVNTcwwjFU6k+++/nwceeIAZM2awefPmkx3OQd1888387W9/4ytf+coxT3wRTl9r1qzhvPPOAyASiaBWnzonKh988EHuv/9+xo8fz2uvvUZFRcXJDumkePrpp/n6178O7F026Y9//ONnGk+cKxA+TxwOB8tfeQGzIkGRzYLd4cKTUBzxUiD7xvrVkocwpd0UW/Q0tnTh8oVwuX2U5ZsY9ESQkqa6JAdvMEYklmDerLG4PCGWb9xFZVEO40pzseUYiMYSrKnv4PVNe5BKpVw0fTRfPns8kWiccCzOuu2dDHoCVBZZ6Hf6iSVS+MMRSvLM9Lv89Dv9lNjMXDlnHDlZWtZu78QbjDC+PI+Jo/IJR+O8u62dPXYnoUica86tIZlK09LrQq2SE44m0KmVRGIJApEY5fnZ6NQKmnucfLDbjlImRalUML48l+pSK2V5Zkx6Na+s34UnGKU014Td6SMcTVBekE22Qc26hi7yzHoKrUY+3N2LUiGjOM9EIplCIpGgUSlo6hriommVjC3JZY/dSXO3E4NGRSSRpN/pIxCOMbrYQnGukUKLkVfX70IqlZKlVRJNJJFKpBRZs5DLZWxp6qWqyMLFZ4ymd8iLP5REp9Pw6vpGMskkRXlmzptahS1bi8PlY01DJ9k5uUSjMZwxJVdc+WWMBh1mi5UpU6aSl5eHw+Ggvr4Oj8uJ2WKlsLCILRvXHpPjRzi+Nm/ezNVXXz2SUPnRSxD7zt8qlUruu+8+fvrTn56UGE9X4nvB508ylSYQTuALxbn+4Xf327fiF3MxGw59QynAM888w8KFCyHq59Wrc/fbN+ahteSXjzmmMX+aUCLEL+t/+antVDIV80vnM8ky6QREJQiCcGyIZUGOgUwmw2233UYymUStVvPGG28c88QK4cAWL17MwMAANdfdd9hLfEgkEkpn38LO5+9kyZIlB73bTRAEQRCEz7+amhrWr1/HRRdfQuO/7qT4rG9iGXPuES0NlslkcO1ZQ+/GpzAbDawWiRWCIAhH5ac//SkzZ87koYceYvz48dx4440sWLCA2tpabDbbyQ5PEIQTRGfMpq6hnq17+qiZXMsVl190VBfG6+vr0GWCTB9Xhtfno6rYgsvjIxJP4A7EkEig2+EFMgTCUcps2eg1aqLxNBazkX6Xn2yDFrlMikIuJZXKMHVMAbZsA/YhHys2N1NszaLNPkwomuCCKZXI5VKqS6xE40l2tjtw+cIY9Rq6BjzUjs6ndnQBWpWC9r5hDBoF/U4/UokEjVJOSZ6RXV2DFFmzMOo0bNjZyaA3RGuPi9xsPSa9mrElVvKzDbz5QQsuXxCXN4I/EsOgVbFg9ljGFFuRS6Xs6XVSkJNFkdVIc4+LxvZBqkst1FTkEY4laWh3oNcqqSzKYUJ5Hv5glEg8gUIuJRZPMuQNkmfSUV1spalrEJc3RDyZIp5M8dqGXVQWWSi0GLn4jCqqii14/GG6B71UFVvY2txHJBpnyBOivMBMIBSnf9iHyxtEKpGg3akg16QnL0dPtzNEeXE+7V295OfocXhCDLp9xONJck0GXD4v50wbz1AI5JIU5190ycj/Bx9NxKmwWbD3NbOlq50ZZ51DX5+dDpcTc2E1c/5/IoZw6qivr+f8888nFotxoPs6922LxWI88MADdHZ28te//vVEhykIp4SVH/by6xd2EIwkj3qMZDLJwoULCfh9FBlkxzC6Y+uOmjvQyve/0VUtVyOTnLoxC4IgHIhIrjgG3n33XRobGwG45ZZbGD9+/EmO6Iuhra2NpUsfwVa7ALUp/4j6qk352CZfydKlj3DTTTdRWVl5nKIUBEEQBOFkq6mpoWlXI4sW3cmzz/4O1+7VWCfMJ7tiBlKZ4qD90qkE7o4tOBtX4Otr4qtf/Rq///3vyM4++uoXgiAIX1QfrxgYi8V46qmneOqpp0a2qVSffleeRCIhFAod8/gEQTj+Pnqx/Io5E/dWHfB7Dnjx9VBj7KtksGXLZrKJkY6FiEcj7O7sx2bWYTPr6RsOEIkmmTamEJ1GhUat5IOmHh799wb0GgW9riDDbh9GnRqzQU2f008wFuemS6biD0UZsAXYvKuH3Z0O3P4INaNsTKrMZ11DF95gmOZuJx0OD7PGl3LJGaPpHvCQyYBGqUAmk5JIpmixD3PB1FEU55oY9odZv7MLpzdEJpNhxeY9mLPUlOaZ8AQijC7KoTzfTCSW5L3tHcilErzBGN5QFABfMMrubidjS/PINeupb+lHKpHi9IYx6VRoVXKi8SR7eoaZOaEYW7aeQU+QfpefTAbGlucyvjSPhvYBhv0hQEKBxUCOUcu2PX2s2d6JLVtPqc1EZbGFMcVWZIBjOMDMscVIgGAkTo5Rhy3HiFop5+2trRh0amwWAyqljFQaNCo5Hf1u7EM+7EMBJDIpZ0wYRSzXRCKZQauWkaVWo9dpaO9zMaa8mGyDhtppNfS7o9TX1zFv3nxgb/KMWZFgwdxzkEqlTE+neWXlWvr67CNthFNPJpPhxhtvJBqNIpFIMJlM3HbbbVx00UUUFhYSjUZpbm7m+eef55VXXiGTyfD3v/+dqVOn7r3rXhC+QJKp9GdOrADweDxMN8f47sVW9ErpJ/abjKbPNP6xopVr0Sl0JzsMQRCEz0wkVxyGWCzGDTfcwFtvvcW8efN45pln9ltzePXq1SOPL7zwwpMR4hdOJpNh4aJFKHRmCqZcdVRjFEy9Gk/rOhYuWsSbK1Yc0R2sgiAIgiB8vmRnZ/PPfz7DV796A4uXLGXDql+h0hnR5Y5Bax2F2lSAVKYgnUoQ9fYTdrYTGtpDLORj9pyzue/JN5g/X5zEFQRBOFr7LrLs89HH+y6sRqPRg/aXSCRkMhnxu4295yhisf+sYe33+09iNIJw+A52sfyjF9Q/6mBLQhAexuVysmHN20ytzEVbU0h77xBGrZLxZbkglTE2lqRuTw8d/W5SqQyTKguoHZ2POxClz+XHoJEzjIROhxepTErfkI8iq5E19e3oNCqmVRcSDMdYvbUVhVJG54CHxc+uIRCKU1FgRqdRkm3QMKbEQk2FjTElFnZ3O3lnWxsWk471OzpJpjIMeUKoFHJ6h3x4/BGydCpiiSRymQSDVkU6laHIkoXTGyJLq6K118mAK0DXoJdY4j8X286eVMaiL5/JxsYeBtx+gpE4UqkEhzuAXCZjanURO9oGyMvRY9CqiMWTjC6yMOQJsrt7iImjakhl0mjVCvRaM5F4knfrOzDq1EglcM7kcs4YW0QgFEevVhGIxCjKN7O7a4g3P2hBKoEhb4icLC2FViO7u4aYPraIqmILtaMLae118l5dB42dDqxmA4lEktqqfPRaNRajBl9Qj8pooWPAQ0G2nl5ngFRGwpkTK3B4gsikMopsFjpczpHn7HE5qbBZkEr3XiiUSqWfaCOcepYvX05TUxMSiYTy8nLeffddSkpK9mtTU1PDNddcw6uvvsp1111HPB7nJz/5CTfffDN6vf4kRS4IJ14gnDhkYoVeI8egPfgNIftkUkm+O91wwMQKAJn8+FaGSGVSRJP7f48PJ8PHdU5BEISTSSRXHIZ//OMfvPzyywC88MILXHLJJXzzm98c2d/a2jry+LXXXqO+vv6wxzaZTHzve987ZrF+Ubz22musWrmSqvn3IVN8+t1NByJTqCg66+usWrGEZcuW8aUvfekYRykIgiAIwqlm/vz5zJ8/n127dvHss8+y5YMP2Lp1JXavZ6SN0WRm2rSpzLj+Dm644QZRlUwQBOEYOZK7049l39PN4sWLeeCBB052GIJwxA7nYvm+hIrOtlY62luYWGGjqqIUe18zf1/1BjajBoUkiS4doHZULk63j+dXbsI+5GVqVSGxZIryAjNDnhCWLC0N7YPUji6k2GZGIc0wtdrApp1dpNIZpo0pYlfnEMFQnGAkDkBxnoloPMH7O7tx+kJIkHDBlFG09w/j8oWZVJlPdYmVzbt60KqUBCNxIvEkl55Zzd/erOOtra0YNCq6HF4unFaJWqVg0BNEq1ZSU2Hj1fW7CMcSJJJpep0+Zo0vYdaEUtY1dPLy2l0MeoNEYv+50KZSyDhncjmXnzWWsaW5qJUKnlz+AR19w+Rbs5BJJSjlcvJMerJ0aqpLrGRpVXQHIsRDUQLhGN0OLxt2djKmJBedWolcLqV3yIvLG2JMiRWVQsbYklwmjSqg1+klEInRs9uHVOIlS6/mvbp2QtE4xVYjowqycXlDOL1BzHo13kCUxg4HvmAEpzeI1aynyGrEatIxriyXYDSJSmeisEyCPMvG6jUbcATSqDRZ5JsU2PIL0Gcn8MUS9LlCmAurR5672WLF3tfM9HQaqVRKOp3G7nDt10Y49bz66qsjj5966qlPJFZ81JVXXslDDz3EPffcg9/v5+9//zu33377CYhSEE59eo2cu66ZiFx24ISJj0pF/AdPrNBmIdeZjnF0/9HgamBF9wpiqdinNxYEQThNiOSKo/DxO2V8Pt/I4yNdH660tFQkVxyhcDjMoju/S3b5NMzlZ3ymsczlMzCXTWXhoju56KKLPlGqVhAEQRCE09P48eN5+OGHgb0X7ILBIPF4HKVSiV6vF3dGC4IgHGPpdPpkh3DauO+++/jv//7vkb/7/X6Ki4tPYkSCcHg+7WL5R5cNibn7MCSHkcfURP1aCrI1xId7WLXNwazxJcw9owqnaxh/IEgimWTQHcDh9lNTYcM+5KOl18nb29pwDAe5eNpolDIJZr0alUzCqAIznkCE4jwzOq2OdfUtmPVqsrRKcrK0GDRK3qlrp7XXRZHVyK7uIWoqbBi0AQotWRTkGMg1aQlH47T2uli1pQVbtp4Ci4F369rRqZX0uwIkkhmuOnsCSoUUuVTGvU+uxBeOUppnRqdWYjFqMRrUeAIRrCYdLn94v8SKyZX51JTn0THg5oMmO+lUhkA4RpZWRWm+mZJcExq1AgmSvfNqFHgDEQotWcilUjKyDHvsLrodHob9YWRSKdWluaxr6CQcTTJ5dD41FXkMDgdx+UM43AHiiTQqpZzqUiudDg9RX4Ick46xZhtOb4iGNgdZWhXeUJSWvmESaWjr8xAMR9jVOcSZE0qQSvYuDxJPplEoFGh1OvIKc+gYilBUVEi2Qct1C+bzxur32NLUSygUYjgqJaugkjlTpo48/9raKSzvaueVlWspsln2LiOTUOzXRjj1fPDBBwBUVVVxzjnnfGr7RYsWsXjxYnw+H2+//bZIrhC+8J770fkYdUoMWsVhJVYcikybxeibfoFUdnwuA6YyKZFYIQjCF5JIrjgMN954I2+++ebIsiBf+9rX9tufTH62NbGEI7N48WIGBgaoue6+z3zhQyKRUDr7FnY+fydLlizhwQcfPEZRCoIgCILweSGRSDAYDCc7DOEEuv/++7n//vtPdhif6umnn+bpp58+2WEInzPnnnuuqPJwBMrKyuju7j7q/pdeeimvv/76MYzo06lUKlSqo6vgKAgn06ddLP/osiFP/v3fqE1azMoE6bCb7m43uToJ7Zk4uQY5bT19kEkxqtDCnInlmHQa+od9bGvpwxtOYDVq0KoUGA0a+oYDqFRysjRKjHo1dS0hrCY9nkCYeCyCzaTBbFAjk0kZdAcJqBVYTXqmVxeRpVOzoaELlydELJHEH4qRa9YzZUwRg54Qw/4wm5q6kSJh0BPEZNBw5tgSXnt/N01dg/xp+RasRh1b99jZ1NhLRX4O59ZWoJBLyWSgzT6MUi7jr2/WEY3vPb+oUcm572vncsn00by2YTdb99hRKGSk0ml8wQi+cAyrUcfUqkIGvUGsJh1SKTjdQRyevYkSyWSGdCaDFJh35hje39nNs6u3o9cqyTNncf0FExnyBjFo1JRUm1jT0MHqra2k0xmcvjCQQSGVIteqOK+2kpREQjQap6G1j16nn/ycLJJpCbu6BqkusZKfY2B0sQW7y09uKk2OUUe5LZvGTgetfbtJK/QEM1rMtjKkMgmb6nZRWFDA+9t24g7GOfv8Szj/ggvIy8sbOV5sNhuXL7iG+vo6OlxOzIXVzJkydb82wqnH4XAgkUiYOXPmYbVXq9XMmTOH5cuXs3379uMbnCB8Dhh1SsyGz/49r/Le1ygYO/W4JVYARJPRw06sUMlUqOXq4xaLIAjCifSFTK4oKys7opNNKpWKl1566aD716xZcwyiEg5HW1sbS5c+gq12AWpT/jEZU23Kxzb5SpYufYSbbrqJysrKYzKuIAiCIAiCIAiCIAiCsNfHL5ajzUMHvPPWSswWK51trUwp37tsSKd9kJS/n4rcanrs/eRn6+kgQzgWZ/POdrK0SgbdQS6fU0M4kcag16AORvlwTz9jSnIptOWytdnOnInlRBNJehxu+oe8JHamcLiDjCsDfzhCRX4OHzR1k0ymuODCKqLxBMFIjMYOB3anH4tJhycYJhxLMGNsEXUt/by/s5t4KkUilcYbiJD0pRn2RUgkkowfZWM4GKEk10ixNQv7oJdNjT1MqsynODeL2qpCzqopxeMPYzZoaexUsrtniMtmVfPimkayDRpeffhGRhfnkE5niCdTDHpDTCi3IZFIKM41kZdMYdKr+aC5lwKLkVQqjUohJ5nJUJBj4L36dgosWRRZjRi0SgY9gb3VLmwmdGoVhZYsZDIJo4st7O4awuWTI5VI2N7aT1ufm1QyzZkTy5BKJeRlG4gk9j5Xk15NodWEzZrNebVlrHi/GYNWSW52Fr5QlLmzJ7Khvh2XL0BudoLX3t+NUqHA7vKze2CAW27/LhdccCGZTIb6+jo8LiezL1nAlEMkTNhsNubNm39Cj1Phs/F6vcDe9+5w7TsX63K5jkdIgnDaSiaTeDwe3MPuT+yT6UzHNbHiSKhkKuaXzkcmkZ3sUARBEI6JU+PTVRAOQyaTYeGiRSh0ZgqmXHVMxy6YejWe1nUsXLSIN1esEKXABUEQBEEQBEEQvgB++9vfEgwGj7p/UVHRMYxGEE5/+y6Wf3QJkCKbBXtfMx3t7SjiVooL8hgaciCJhajb3UkwHKW5LY3DE8Rm0pCdpcGapaHP5WNTYyfnTa1m0thKygqDvLRmBznZZnZ3D1FmM3PmhDKyTVms2dbC7s5+uhweDFoVw74QUpmEFZt3s71lgJI8I69vbGJ0kYWuQQ8bdnbT6/CRbdQwqdJGKBqno9+DTCph1Yct9Dl95GTpuGBaJbkmPZ0Dbj5otjPoDnLOpHLm1JTyxuY9qBQyZowtYnSJlYa2AQwaJW5/mGAkTjSRIhyN4/KEKLRmkWfWM3VMIW39wwSjMbocHlp7XShkUjocbqwmHVNG5wMS9Fol7X1uIrE4ZoOFD5p76XH4qCy0MK7cRm1lPjKZlPfq2sk26PjyuXlk0tDa58KgUxOIxJFIJFSX5LJsYxOtvW7MRg2lBTnkmnQ43EGMOg07O4YYcAXQa9WAhEgixc2Xz6ahrZv2Phdl+dlkGc1YC40U5GTR0u2kY2CYQDRFnztEWVE+5pxcRunV3HDDV0eOA5EwcfpKp9NIJBI0Gs1h99lXRTAUCh2vsAThtPPMM8+wcOFCfD4fRpWEV6/OPdkhAXBHzR1o5fsvva6Wq0VihSAIpxWRXCF8bjQ3N7Nq5UpKZv0XMsWxLYEqU6iwjL+EVSv/TnNzM2PHjj2m4wuCIAiCcGpbvnw5d373+/z+d49y+eWXn+xwBEEQvjA6Oztpa2vD4/EglUoxmUyUlpYyevToEzL/lVdeeULmEQRhfx9dAiQQDKKRZ9i5s4EVa7rY1dxGUbaW6sICXP4Qe+wuht1+jHo1M8aVMrmqiNc37iKRzPDu1jbaB7xUlRYRisbxx9N09w+Ro1dxxrhikqkU/UPDVBblEI9H6Xf5OGtCKVv32Olz+vCHY8wYV8z48jwGhv28s62V0jwzOUYNEmBWTQnzZlTjD0VZt6OTDQ1dJFJpinKNnDm+hJqKfIY8QcoLs/GFY7y7tY1hXwilQoZOraS+tZ/sLC0t3U50agXN3U6Wb2qmNM/ElXPGU982QFvfMNFEkqK8LGQSCTvaBmhWyPAFo3iCYQqtRi6dOYZUOoPLF2Z8RR5OTwilQkpj5xBOX5g9PS5qKvIpys0iZk/Q0D5A35APc5aWUYXZlNuyKc41snqrjG0tfVhNWnYHo8SSKdy+MGajBo3OQEl+HkVmGbbsAJ5AlAJrFo0dDpw+BzkmA6YsHb/46+uML7WiUsoJRhOodEbGjZ/Izu1bCYYjVBXmUF2cQ58nwlcuPYdl736IqlBUiRUOTtzkJghHJplMjiRWnCipTIpoMrrftnAy/Il2WrkWnUJ3osISBEE4KURyhfC5UV1dzSVz57J+00ryauYf0wSLVCKGa9cq5s6bR3V19TEbVxAEQRCEU184HOb2OxZit9u5/Y6FXHDBBWi12k/vKAiCIByVrq4ufve73/Hss88etAS40Wjksssu49Zbb+Wss846wREKgnC8eVxOKmwWAsEgO+q3oZWlKLPq2LStkbXtezhnymgSMhumLCkWo45AIEQ4GieeSPDK2u1kZ+k5Z0oVo4utdA8FSUkUyExWlGE5gbAHg0ZFnyvA2GIrbb1OBr1Btu7upXvAwzPD9ZTnm8nO0jGpsoCzakopsGQhl0p5p66NrgEPBq2a/JwsplYVolLKGOjx0zvoo6IwmzHFVsKxBLlmPbYcPZFYnHAsQZE1C71Gxeqt7UyrLqQ830wgHCUcS1JqUyGRSFj2fjOxRJLtrQOoFHLC0ThTqwsxaFQo5DJ2dzvpc/nRa1S4A2GGvWFunjeVqhIr8XiS9n437+/sIT/HwJ6eYXoHvSjlEvKzDexoHyAaT6BRytnRMYhBq2TKmEJSqTQOt59xZbmMLbWys3OADTu68QYjqBVy1GolY0utFOdZ8ITCdPfHOXdqNS5/kFsXnM29j73M1tZ+Rhdmo5ZLkJjVROMJRpXkE4hL6e4fYsi3hUgogC47D5s8SY5Jjzcc51d/eRW5wcqd3/jyyT7kBEEQThsej+dTEytMRtMxm6/B1cCK7hXEUrFjNqYgCMLnmUiuED43JBIJjz/2GOPGjae/7iWKZ9xwzMbu3/YiyYiXxx97TGRLC4IgCMIXzOLFixkYGGDMZT+i7c0lLFmyhAcffPBkhyUIgnBa+sMf/sA999xDJBIhk8kctJ3X6+Wf//wn//znP7n22mt5/PHHycnJOYGRCoLwWTgcDurr6/C4nJgtVmprp2Cz2Ub2my1W7H3NaOQZtLIUNquJ55a1MTrfSKFZRVdPHz6/H5c3zLiSbGZPHsX6+na2tw0wrtTCxKpi9BoVOWdOYFPLEMWVE4jEkvzztbeZM66G7h4721v7iMUTJBNJPtjVgy1Hz+yaUjJA76CX3T1DXDBtFOPKcvGFoug1SpQKOU1dQ1iMOoosRjoHPLT3u3H5Q5w5oRR/KEpVsYV0Oo3TG8YXjJKdpcVtH6apc4hRRdlUFloYX56Hxx/GZsli2x47b29txeH+zxJEGqUcrUpOzeQKdnY4iCWSeIIRKvLN9Ll8eIMRhjwhCixZFOeZCMfidDt8RBMJhv0hEskUnQ43Z0+uoDjXiF6jZH1DJ1t324kkkowry8WgUeLyhZlaVcDAcJD3tnewo22A7a0DjC6yMKbYQn3bAHqNkgunjaayOI/BYT/v1rXy+sYGZtZUsrOtj3A8ybTqUqaMK2fYOcTU6jJa+j1k5+ajUSl5r76DD7d3cO7MSdxy5TwS8SgN2+vJDEWJKhX88H9+zIQJE07CUSicTBs2bOCRRx457Lb7HG6fu++++6jiEoQvCpn82CzDkcqkRGKFIAjCx4jkCuFzpbKyknvuuZvFS5ZiHXMealP+Zx4z4u3Hsf1VfnjfvYwaNeoYRCkIgiAIwudFW1sbS5c+gq12AebSqdgmX8nSpY9w0003UVkpyhcLgiAcS7/+9a+5++6790uqKCwspLa2FqvVSiqVwuv10tTURHt7+0i7f//73+zcuZN3332X3NxTYz1pQRAOzuFwsPyVFzArElTYLNj7mlne1c7lC64ZSbCorZ3Cszu38/77r1Fo1tDVN4TPH+B7X5vPv1a9j04pJT9Hj98fIJlMEI3GOGtSBevqWpHLpDhcHkryrcjVWsaOKsHu8zGqrBSNTkdLZy/nTiwhVl3E5p0drN7SxKiCbM6eVE5lYQ5FViMbdnbRPehlyB1ErZTjGE7icDsZcgfQaZSk0mm2t/UhlUo5q6YMa5aekjwjHr8CXzBKUW4W21r62dExgFIuo73PzZSqArKNWqpLrGTp1Gxv64cM9Az6cPsjI6/PpFE2vnv1LCZXFvDG5mac3iCFlQXkZRvwBaMkUhlyjDriyRTFeSbcgQiO4QBGg5rOgQCJZJpcs57a0flsburGE7Ail0kJxxJIpBL0agVZWjWji3PoHfLSYh8mEkvw1octtPS4GFuWS21VIak0JNMZqoosZGfpyNJpUMmlGLUq3tnaRo7RyNiKEuLJNJPKClApVRQVF6MxZFFdqadrKMSEymK2tTqYNutsivP1WHPMSKVSCvLziUp0TC2sFokVX1DvvPMO77zzzmG333ez23333XdY7UVyhSCcGNFk9LATK1QyFWq5+jhHJAiCcPKJ5Arhc+e+++7j6b/9ne4Nf6bq0h9/pkoTmUyGng1PUVBQwL333nsMoxQEQRAE4VSXyWRYuGgRCq2ZgilXAVAw9Wo8retYdOedrHjjDVHRShAE4Rhpbm7mhz/84UjCxPTp0/nVr37FnDlzDtjebrfz5JNP8pvf/IZwOMzu3bv56le/yurVq09k2IIgHIX6+jrMigQL5p6DVCplejrNKyvXUl9fR23tFOrr6+hsa6W1tZVIIEo8Eqa9d5Azx5fQbneQo1dy5VnTcPlD9A8HQSLDZs3GkmPBHU6zp9dBOUosVinBUJT1m3cw6IuzYeP79PUHeL9tD417Oim0ZqFVKyjJM1GSZ6bYakKtlBOOxck2aMg169jeNoA5S0MsnmB3t4vOAQ8mvRqpVEIsnsYfjJJKpXAFIshkEqpLcnlhzQ4AgpE4VpMOk16NLdtAnlmPVqOk3+XH4fKzu8vJu3XtpP//555MKqXImsWcSWX0DHrpGvTS5/TvTd4w6/D4I4RlUow6Fb5QlJnjivEGYzR3OwlFYzh9YZQKOT+88XwkZFizvYPWXhcqhZwxpVY2N3YjlUgotZmYNMqGRq3A7Q+jUynY3tpPU+cQWo0Ci1FHa98wWrWaYChGLJFCpZDT0TvEzo5+GjsHkUogFAnz+POr8cfTFLlDmMwW8kxaAtE0m3fsQaXN4qXVW/CkDfzXlQvYvGENr6xcS5HNgt3hwpNQMGfK1JN5KAonyaEqUx0L4jeaIJx6VDIV80vnI5Mcm4oZgiAIpzKRXCF87mi1Wh77/e9YsGABns4PyK6YcdRjeTq34Onaxl9ffVWsrS4IgiAIXzDLli1j1cqVVM2/D5lCBYBMoaLorK+zcsUSli9fzhVXXHGSoxQEQTg9PPHEEyQSCSQSCZdffjkvvvgicvnBT0kUFRXx4IMPcv3113PxxRfT19fHu+++y+uvv85ll112AiMXBOFIeVxOKmwWpFIpAFKplCKbhe0dbdi72jErEvj628nGQ8WEEqLJFN5AgIaWHna29zO7phSLUUsgHGXKuHJ2dw7S3O2kSq6jrKyUXV1DMBjA4WxAkkkTiMRRKaTUtw6QZzEzvszKxIq9VW58oSjTqgoY8oZw+YMY9Socw0F29ziRy2UkU0ne3tqGfchPlk7FJWdUMa4sl85+N+/Wd9Dn8tHW76Yi38yebifNPU7K87Ppc/moyrEwpsSKNxhlyBuivm0Ak0GFyxth864e3IH/VKuoLrFywdRRbG/rxzEcoKPfQzyZRCGTkZOlwaTTUGQx4g/HUHUO0t7vpqIgB5VCzrbmPnZ1DmHQKrn+gkmU20wkU2l2tA1QUZBDZZEFuURKca6JAksWRp2GSDxJll6FyaCludeJUi5n2tgiuh1ednUPcs7kSs6ZWkUwFKahbYBUBjyBMFajjrGluRTnmghG46QzEkx5FUTUefgzavwDfgYHB+kY8KPRplEbc7nlO7cxYcIErFYr9fV1dLicmAurmTNlKnl5eSflGBROnp/97GcnOwRBEI6zO2ruQCvf/1qKWq4WiRWCIHxhiOQK4XPpS1/6EpfMncv6jX/BWDx55ILIkUglYtg3/pW58+aJCyeCIAiC8AUTDodZuOhOzGVTMZefsd8+c/kMzGVTuGPhIi688EKRgCkIgnAM7Ks4YTAY+Otf/3rIxIqPGjt2LM899xznnHMOAP/85z9FcoUgnOLMFiv2vmamp9NIpVLS6TR2hwunO8jYfD3nz6plV0MdU6sKSKfSbN3ZSqFZS1IvY1fnIDta+8jWq5DK5ZTkWRgY9rOry0NU7kWlUuMLRgkEg1iz1ERiCeLxOJMqC8k1B7CZNFQVFWLJ0lCRn82u7kEisQQD7iDrG7oYdAfxhaI0dgyi16gotWVTZDXybl0bs2vKufbcCRTnmVDK5YSicXZ3DrKn20koHCcci1Oca8Ji0pFKpzlncgWpZJrd3U5Kck1kyBAMx5FIIBpPAiCVSvjqhZNZ+OUzeWNTM1qVggxQYDHg9ATZtKsXW7aeinwzhblGfIEYW3b10NrrorIwmwunVZKqKkCrVlDf1s+2ln6UCgXD/hD9w37Glebh8YcpzzeTyWQwGzRUFVmQSiV4g1F8wQh7epzUji4kA8jlUmxmA1Oq8gkEAsyZWM6zq7eztr6dcWW5lNpM5Bh1zJk2nrc272bDzh4so6u48/s/oL6+ju6ONqTkMLPaRNmoSqZ8JIHCZrMxb978k3fgCaeEz3tyxa5du/jzn//M22+/TW9vL+l0muLiYi666CK+/e1vM27cuM80/qOPPsp///d/H3b75cuXi+89wkFJJWBQSjCqpMdszFQmRTQZHfl7OBn+RButXItOoTtmcwqCIHzeiOQK4XNJIpHw+GOPMW7cePrrXqJ4xg1HPEb/thdJRrw8/thjopycIAiCIHzBLF68mIGBAWquu+8T3wMkEgkls2+h8fnvsmTJEh588MGTFKUgCMLpw263I5FImDt3Lmaz+Yj6zp49m5kzZ7Jp0yY++OCD4xShIAifxuFwUF9fh8flxGyxUls7BZvN9ol2tbVTWN7Vzj9fXoGMFF29/XgSCnLz8imyWWjY0YhjyInf4yQai5ObpWbB2RNp6nagVivZsquHN7a0cNbkalr62tneNoAuKwe5TIJr0M7Zk8vI1qsYV5JDMpnmtbXb8QZCJJNJ0skEeWY94WgcqVRCQU4WnQMeqopy2NU1xDvb2gFQKmT0ODzUjimg1GZCp1YxptiCWqXAE4hgNmgw6FRYTDounFqJyaBm865eNCoFRq2KRDJFv8tPNJ4kJ0vLGWOL6Rp04w1EyACleUYGPSEunj6acaVW1m7vwBeKMX1sEe9ua2fLrl4sJi0KmRR/OEZj5yBD3hC7u504fWEKrFmkM/DcOzsYXWhh7owqOh1u1mzvoHfQh1Saod/pJ9ugZcb4Ykrzzbzf2E0ylSG3Rk8qlUGKlFAkTjCyN+FDp1aSSGmx5WTR2uvEF4yRTKWYNraYZRt3AyCTyZgxoRKr2YhRr2bI7cPZ1DSypItInhBOV+l0mp///Oc8+OCDpFKp/fY1NTXR1NTE//7v/7JkyZIjSo74OI/H81lDFU4TyVQaXyh+5P2SSVwuFxeWqfnudAN65bFLrGhwNbCiewWxVOyYjSkIgnA6EskVwudWZWUl99xzN4uXLMU65jzUpvzD7hvx9uPY/io/vO9eRo0adRyjFARBEAThVNPW1sbSpY9gq11w0O8PGlMBtslXsnTpI9x0001UVlae4CgFQRBOLzLZ3jLBR/v7a/r06WzatAmHw3EswxIE4TA5HA6Wv/ICZkWCCpsFe18zy7vauXzBNZ9IsLDZbMw46xz+8uQTyBIBigryyDNk0djRxwcpP87+XsaXWZBJYOXGBsxaG0PeIEikfP3KC8i17OC9nX0MRJS0OcJ4kxrcLi8ulxNTlp6CXAsk4zS12fEEo4wuykGtlEMmTWvfMLu7BlErFahVcnocXjoH3BRZsxhbmkueWU86naFr0IMECRMr8inLM6NVy2ntG+aMscW09bno7Pfw5qY9jC3PZf6ZY8jO0qJWyNnaYmddQyc6tYLmniFcnjB6rQpIo1TIsZh05Jr1wN6lQIKRGKu3tZNr0pJr0tNmH0avUXHt+RPRqhXs6hxEJpUw6A7S2jeMVqWk2GrE6QuRpVPjC0UJxxLs7nGSSkNOlgZ/OMqwP8zk0QVk6VS02oeJxpIMeYM4vWG2NPVSYMmioX2Axo6947f1DVNdkotCKmVXh4Pp1UWU2cy09bvZ2e5AIpMRjKeJJdN0DrixO3289+EevKEo1144jtAh3m9BOB3cfffd/PrXvx75+7nnnsuUKVMIh8OsXr2a9vZ2EokEd911F1qtlu985ztHNY/b7d5vTo1Gc8j2VVVVRzWPcGpb+WEvv35hB8FI8oj6PfPMMyxcuJCA38drV1uPaWJFKpMSiRWCIAiHSSRXCJ9r9913H0//7e90b/gzVZf++LAqUGQyGXo2PEVBQQH33nvvCYhSEARBEIRTRSaTYeGiRSi0ZgqmXHXItgVTr8bTuo5Fd97JijfeEJWuBEEQPoOSkhIaGxsJhz9ZWvhw7Fui6XRYqunmm2/m5ptvPtlhCMJh2VetYv2ad5HEfMy/6WoKbLlMT6d5ZeVa6uvrDljNoK/PzuzJozl/Vi19djtBv4/e3l5Wv7+diYVaJo2qIpFOs62pg0AoSu+Ql6pRpUgkIJXJGDOqjDu+cT13/vAXpEJO8owasvQqehyDNDTBFXNqea5+F2OKLYwusuD0BhlfnkcgHGNXp4PJowt4bX0TTm+Q/GwDw4EIWmWSQquRbXvs5GRpKciRo1bKmTgqn0umV7Fs427cvhCxZJo8s54ck47aynwG3QHC0QTxZApbdhYmvQp/OEFzj52mriECkTjb9vTx0Dcvwh2IMOwPk5+tp8/pw+EOIJNCc7eLFvswBq2ScyePYsGc8XQ5PFQW5PDcuw3s7HBgMelIJNN4Q3GmjS1BSppBmYx1DR2U2kykUilyjFpG5VvwBCNcfc4Ecoxa1tZ38tbWFnocPmaOL0Yul7Gzw8GQO8TU6kIA7EN+3P4wuSYdcrOMcWW5ROJJCi1JugcDjB2VQyCRprEvhMPbQb/LS++gl5uums9VCy5Hr9Mf8v0WhM+zZcuWjSRWmM1mXn31Vc4+++yR/alUih/+8Ic88sgjAHz3u9/lkksuoby8/Ijn+mjlioceegilUvkZoxc+b5Kp9FElViSTSRYuXIjP58OokhwysUKmzUKuMx3R+NFk9LASK1QyFWq5+ojGFgRBON2I5Arhc02r1fL4Y7/nyiuvxNP5AdkVMz61j6dzC56ubTz92munxYk5QRAEQRAO37Jly1i1ciVV8+9DplAdsq1MoaLorK+zcsUSli9fzhVXXHGCohQEQTj9XHzxxezcufOol/VoaWkBxB2cgnA8fXzZD5VKzYplL2FWJMjKxFGppLyx+j0uv+QCbLkWimwWOlzOA47lcTnJNWhobKgnHPDS7xxm2GHH0d/H+VPOoW0oSDoWYnJVCZt3trGjrQ+FRsuHTd18sKuDpEzHZTctIhUNctH00Zw1cRSN7b30DrjY2tSFNxglEooRisZp7RvGpFOTZzYwpsRKW58bkJLOZHAHIug1SoY6QtiyDfiCEQbdQUYXWxlblku3w8OLa3biC0fxBaO81e1kzqQyRhVmo5BJkctk6DUqGtoHKLRkUWg10tnvJpVKsbNzkHA0AUCfy8+6HZ0oZFK2tw0wd0YV3YMe9Fo1JXlmdGoVGTKY9RrK883otEoMWiXBcIyK/Gw27+qhz+XDqNcwc0I5wXCMIquBeDLFoDuIYzhAdpaGCRU2fKEokVicNzY3U1GQw/jyPKRSCX9atgWnN4TLGyKeSFFqMzGqKAetSkWXw83mXd0M+8LMnVGFOxjF4Q4Qjqc5e+YUdvcHmXL2XCQSCY0N9XiGmlhw2UyuWnA5WYYsgEO+34LweZXJZPjRj3408vfnnntuv8QK2Ft9a+nSpezevZvly5cTj8d55JFHeOKJJ454vn2VK7RarUis+IIKhBMHTazQa+QYtIoD7vN4PPh8vk8dX6bNYvRNv0AqO/aX/lQyFfNL5yOTyI752IIgCJ8nIrlC+Ny74ooruGTuXNZv/AvG4smHvFCSSsSwb/wLc+fN4/LLLz+BUQqCIAiCcLKFw2EWLrqT7PJpmMvPOKw+5vIZmMumcsfCRVx44YVfuMTMm2++mb/97W985Stf4fnnnz/Z4QjC59b999/PAw88wIwZM9i8efPJDuekuO2223j88cfZsmULW7duZdq0aYfdd2hoiFWrViGRSLjxxhuPY5SC8MX18WU/djZ9wCsr32PW2AKuPX82jXvakaSTBFMJ6hv3cMm52dgdLsyF1Z9IyqitnYLZYqXh/VWMKzTQ63Bh0sqZNqaAAZebHnsfNRfOIeDqx6DV0NAxiN0bJ9VkxxtOMRhKk62JkmtQMGp0KfNmjCGRSCKXypgxrphYPIXd6adjwI1Oo6TUlkNFkYU93YMEwjGmVRczttSK2aBFp9Xwzod70KiUDPvCqFVyBlwBLCYdTk8ITzBGc88QXQ4fBdYsinOz0GuU7OlxopBJ2dnpwO0P0zvkQyqBVCZDQ7uDtz5sJZ3JAKBRyblo2mj8ob0JC50Dbt7Z2s7M8SVMqSqgZ9BLfrYefzhOJJagd8hHr8NLi91F35CPZCrNRWeMZnp1Me/VtdE/5CFLpyaVThOKJZkzqZxEIoUvFMYbjOALxphQnkdZvplhX5jlm3YTiSUx6tVUFuWQyWTY0+tizqQytEoFudkGtCo5gVCUtds76HJ4Kc/PIRSJ4w4G2NnSRViZx4UXXkReXh7c8FXefHMFob5m9Lq9S5yk0+mR91sQTidvvvkmjY2NAMydO5dLLrnkoG2XLl3K8uXLAfjHP/7B7373uyNOkNhXucJsNh9lxMLpSq+Rc9c1E5HLjm6pj+lL16EwZCPXmY5ZYsUdNXeglf/nHIharhaJFYIgCIjkCuE0IJFIePyxxxg7bhz9dS9RPOOGg7bt3/YiiYiPxx97TJT2FgRBEIQvmMWLFzMwMEDNdfcd9vcAiURC6exb2Pn8nSxZsoQHH3zwOEd5/ITDYZ5//nlWrVpFXV0dQ0NDRKNRsrOzsVgszJw5k6uuuoq5c+ee7FAFAdi71vXatWu55557WLJkyckOR/iMKioqeOyxx/j2t7/N9ddfz7p168jPz//UfqlUiptvvplQKMT06dP55je/eQKiFYTT38cTIjweD2ZFggVzz0EqlTLs8WJRZ6ipLGJUWTE5ZhOr3tuA2+ulayhEOBrHk1Awpqh4JCkj16Ch4f1VvP7yvxg3eTq7uwfpaGthbEkORaXFuH1yrjpvKv9+exvLVq3lnGlj8UTTjB1fQ54tn86uHpydQ0wem8escUWsem8j8WSMddvb8fjDlOVnc+7kaupa+ynJz0YikdA95GdzUx92p5+ufhedDg/xZAb7kA+FUkEsnuSCqZXYsvV4gxE6+j2cPTmbvuEAiVSa2tEF+EMRakbloVMp6XP5yM/JYmxpLr1DXlrtw6xqb2FgOMDAcAC700f3oHfkdTQbNHzz0qkkUxnMBg1VsTh5pr3LkBTkGNCoFBTnGekd9BGOJ3EOBglFY7T1ucjPyaLP6SMSSzKpsoDsLA2TRxfy0tqdAFw0rYqLp1VSlGtk3fYONjf50UokWE1aTAYN2QYNWToVg54AuzocVJdacbiDFFiMqFVyOvrdqBRytFoV3lCULoeHHKMOZyDKii17kMulZKRKhgJJNKY4L/37ecorR1NbO4Xa2iks72rnlZVrKbJZsDtceBIK5kyZepKOWEE4Pl599dWRx7fccssh244dO5Zp06axdetWQqEQGzZs4Pzzzz+i+URyhXAgz/3ofIqsuqNOrABQGLJRZlkOq20qkyKajO63LZz85NJ9WrkWnUJ31DEJgiCcrkRyhXBaqKys5MobbuWlf/wR65jzUJs+eZIu4u2nv+4Vvnnbdxk1atRJiFIQBEEQhJOlra2NpUsfwVa74IDfEw5FbcrHNvlKli59hJtuuonKysrjFOXx8+STT/LTn/6UwcFBAORyORaLBYvFgsvlorGxkcbGRlpbW0VyhSAIx80tt9yCRCLhzjvvZPLkySxdupSvfvWrKBQHLn+8c+dO7rjjDjZu3Mj06dN59dVXD9pWEITD9/EqFfa+Zla9u5nqUivPvxrCbDLT09tHSWEevQ4X6XQak9HA2NEVfLhiE8ocK7rCauZMmUpd3TbMigTnz6qlsaGeOeMLUGUi9Lc2IJGpGBgKMXFUAf5wjFKbCacnwITKAt6t7yEjVzP3/DnccM44BgadvL56HQODLvwuGWNsWlzeAKPyDZTmmQiGY7TZXWjVCiKxBMW5JnLNWtr7h6lvsdPSIyOVzlBmM5OlVeIORPigvo0iaxbTq8swaFVIpVCQY0SlkFK3ZwBLlhaLUYvHpOP82lGsbeikJM/M6GILCrmULJ2KisIcZHIJ8USK93d18/+LVSCVSJhcaSMvx8CHzX1MGV1AZVEOwXCc0cVWXl23i/7hwMiSHRkgEIqRzkC/y49EsnfJEYcnwLSqYsrzzSSTaTQqBel0BqlEglGnxOH24wtGaLE7SSZTePxJiitNpNJp3t/ZzXAgTDSRItuow6BVI4nE2NzUgy+coGfQTyCcoN8dxuMP0eeOUGgx0jccIhqNMraynLPOnIVOkaGlrZOYu4dQX4rlXe1cvuAaLl9wDfX1dXS4nJj///udl5d3Uo9dQTjWVqxYAexNqr/gggs+tf25557L1q1bAVi3bt0RJ1fsWxZEJFcIH2XUKT9TYsWRaHA1sKJ7BbFU7ITMJ5x+XC4XVquVc845hzVr1pzscI5IV1cX5eXlXHrppbz++usnOxzhc0wkVwinjaqzrkPx8r/oWv9/jLnsJ/vdkZrJZOha92eUumwmnnvwyhaCIAiCIJx+MpkMCxctQqEzUzDlqqMao2Dq1Xha17Fw0SLeXLHic1MBK5FI8I1vfINnnnkGgMsuu4w777yTOXPmoFarR9p1dXXx+uuv09TUdLJCFQThNHfttdeOPB41ahSNjY1885vfZOHChUyZMgWr1YpMtrfMcCwWo62tjebmZjKZDBKJBL1ef9hVKyQSCW+88cZxeR6CcDqor6+D8DCa3Gzau7rJZCQMD9oJ6uKUTyqjb6iP5tYOFMRxh9O88s4WCnOzWffBTqRZ+Xz/B3ePXGT3uJxU2Cz02e1oZSlqJ1STQkrHUISyRJpVHjc9g8OMK8khlkghUWqoLC8nmNEj1xnpH3Lz3h//zvubNjOpIo9R1Vbe+XA3f3rudWZPqmB8RT5ZGgUVhdk0dTnZ1tLPJWdU4fSGkUhkXHTGWNLJBFt291JVYqU0z0ggFCUnS01BtoFINE6WToVeoyKeSJJj1LB5Vy8SqYTzp47iuvMn8fa2NuwuH4OeIPkWA4lkij6nD6tJx9hSK05PkA6HZySxIidLy5kTiinINrCzcxBPIEK+JQub2UDKlCGVSlNeYKa+bQC9VkU6nWZHh4OuAQ/TxhQyriwXqUTCoCdIkdXEsD/Mh812ovEkTm+QcCxBKBLnlXW7mFxVQCadQa1UYDXpGfKG6OgbJkuvZnxpHpOqCviwyc62Vjs1FXlUFJgx6rX0OH1oVCrS6QzuUJrc3DzOmzWdD3Z1Yvf2cdHsM7j5phvwuN3EvA5s2TV0uqIsmHsOr6xcS319HfPmzWfevPkn8UgVhOPL5XLR19cHQHV1NSaT6VP7TJ8+feRxa2vrEc/p9XoBkVwhnBypTEokVggnhd/vZ8uWLVx00UUnZD6Xy0VTUxNnn332CZlP+OIRyRXCaWNPf4SyObfQsmIxns4PyK6YMbLP07kFX08dVZf+kB3dwZMYpSAIgiAIJ9prr73GqpUrqZp/HzKF6qjGkClUFJ31dVatWMKyZcv40pe+dIyjPD5uv/12nnnmGbRaLX/729+4+uqrD9iurKyMhQsXnuDoBEH4InnxxRf3S0zb9zgcDrNx48YD9tmXWAEc9l1RH+0jCMJeH18CZMf2OoIDXZgUMSpys9m4bRdmrRSbNRulFCaPLmL7rjZ2dge4sLIauyfO5l0NpBQGrrz6Gurqto2MhUyO3TFIoUlJrlFPJpPBPuTGnF3IKFMWrqiMrZs3kNy8m5oxFaSREpequPjsGTT0eKlr7mDNmjWYVBL8wTBDbi/nTi6nqWsQo1aB1x/GPhgnGk+QTqcZHA6ybY+dQDiOWqXmrJoSFBIJDe39yCQSlDIpZoMGvVrJkCVEc48TmUxKv8tHOJbA7Y9gNqiRACu3tKBXKjFolWxu6sUfjpKb1KFTK1HI5YwusrCzw0G+xcj8mWN4/f1minONXDS1koqCHJBkCETiZNKgUSnItxhJpTPsaO/HH4ojk0rZ3jFE/3CQPoebM8cVctbEMryBCCaDBrlMys6OQUaXWNmwsxuHO8CM6gJuumQK79a1oZRLMWhVKGUyzpxQQu+gj1QmTXO3kzOyixlVmE0qnaEwNwulohS1Us6EChuzJ5bz2vomdtvdzJk2nj5XiFEleTTZ3aDPpWZaOVJNmt6uTgYcA1QV5dDZ48ScXYhUKqXIZqHD5TzZh60gHHctLS0jjw+3ynFZWdnI4yNNrvD7/SSTSUAkVwgnRzQZPezECpVMhVqu/vSGgnAYcnNzqayspLGx8bjPZbfbKSsrY+7cuSK5QjhuRHKFcFpw+6P0uUKYy8+guHoG9o1/wVg8GZlCRSoRw77xL+RXnYG5bDpN3R6CkQR6jSgnKwiCIAinu3A4zKI7v0t2+TTM5Wd8prHM5TMwl01l4aI7ueiii9BqtccoyuPjX//6F3/+85+RSCQ899xzXHHFFSc7pC+EZDKJTCYTF3cF4QAy+277Psztn7ZPEIRP9/ElQHY2fcCy11YwpdzI6LPHU1ZSSCYeJhLwkJRrUZlsuIMBxo0fT1aZgtGTa/G4nFSfYaWoqJjNG9agSniRkaJux0bs3gQF+fl0d4fIUaep292NwxdlvDXNO2s3kM4q4oJ5V9DXsh2JJgdLdjaTx1fx/rZGevsG6O3YQ75RzZnjClErFLgDIXRqBeU2M9H43koTKqUcg1bNG+83sb19gEFvkJnjSpg9sRSpVIrd6SEcS+LyBpg0KheTXk0wkiAcTRAIRVm3vQOrSU80nmTIG0QulTBv5hii8SR1rf209DkpyTVTmJOF3eUn09IHqQyvrveRyUhQq2QsmDMeyGAf9KPVKMk2qnG4g0wfW0wimeb5dxqwD/nIzTbQ1uemrd9LMpVGp5Uwd+ZYuvsGqSm3olMpGF+aS0O7g0QyRTyRJB5PYNSp0arkTBpdiD8UJT8nizPHlexNCAmEMWrVZHKhvW+YiRU2srO01LX0I5VIMOhUVJX8P/buO7yt+mrg+FfL2taw5b1H7DhxEjt7L6BJIAlpWYGwoVCgQMtuaRktL/N92zJLadmUESAhjISRvZdHnDjee8iWbNmSJWvr/cO1mxA7G0Lgfp7HT5Sr+7v3SL62de89v3NM+HwBspKicbg8hABnr5ed++sIylSYbbX4ZVpuvvUm1n/zJQWFO+i2NCMmxObtXlIyc7h0ZjbBYJAmsxVDfPaZPnQFgu9cTU3NwOPExMTjGhMfHz/w2Gq1ntD+bDbbwOM33niDN954AwCVSkVERAS5ubnMnTuXa665BqPReELbFghOJ7lEzoLkBUhEkjMdiuBHwuP5/qql+P1+AoHA97Y/wU/T99PISSD4jpXU9n04FYlEXHfHQ/hcNloKPgKgZe+H+Hu7uebXf0QkEhEMQUHliX34FQgEAoFAcHZ6/PHHaW1tJWnq9ad8s1skEpE87QZaW1t54oknTlOE341AIMAf/vAHAK666qrTllixZcsWFi9eTHR0NAqFgqysLB588EGcTudRx+3evZvLL7+chIQE5HI5JpOJefPm8dFHHw26/uuvv45IJCImJgaAwsJCLrroIqKjo9FoNEyaNImVK1cOrO/xeHjyySfJzc1FrVZjMBiYP38+27ZtG3T7Dz/8MCKRiFmzZgFQW1vLLbfcQlpaGgqFgqioKBYvXjzkTPm6ujpEIhEikYiysjKqq6tZsmQJOp0OmUxGfX39YeuXlZXx61//mpEjR6LT6VAoFCQlJXHZZZexbt26Id+3a665BpFIxDXXXANAcXExV155JYmJicjlcuLi4li6dClFRUVDbuN4dHZ28uc//5mpU6cSGRlJWFgY0dHRnHfeebz22msDM+y+7dvfp9raWn75y1+SnJyMXC4nMTGRX/3qV7S1tZ1SfCfjq6++4sILLyQ6OpqwsDBiY2NZsmTJUd9v6Lvo/Yc//GHgWNJqtYwZM4aHH354oIzzUN577z3OO+88TCYTCoWC9PR0fvvb3x5zHMDWrVu54ooryMrKQqlUEhkZyfjx43nyySdP4FX/sK1fv/57+zrW91kg+CkpLCzAIPOxZN5MkhNiCfl6STLISI3R09rcyIatO2lotaJQKtBqwxk5ciTjJkxErgpn1Jg85s9fwOVXXs38+QtoampE7usiKUJJVoyaS+aMJlkboKGxGVVsFjtr7ewqb6HX5WTX7j24PV5i1SFc9i4i4lJx+YKUV9fyv39/ky+3FlO+vwidLMDM0SksnDycvGGxXDBpOHqtkh6PF0evl5pWG61WO3Wtndh63CRGG8lIiUetDEOrUlDTbOHz7WXUNluxdPVQ09JJu81JY3sXXT29WLqcbC6u45vdlTSYbRg1SmIjwrlg8nCmj05FrZDh9vjpdfvQquVEG7W88cVePt9Zzjd7qjB3duPq9VJa305EuBqlXIpKLsXZ68MYriYhykCUQUNFo5UvtpexastBWrrcqDUapBIx8ZEa4o1K0uMMyCQSVHIZTZZuwlVhVDV3YHP04uz1MCUnAZEI3vmqkK/2VBAKhbB2O/EHArR39uD1+6lt6SQpykBmYhSBQJBoo4ZYkw6VUk5Fo5Vup5uKBgsbi6rp6nGTEBWOQhIgQilmwvBEJgxP5IN/v4m5ppSfTRpJTFQUDneAHQfqaWixUNfYwoo1G7H5ZOTnjz3Th65A8J2z2+0Dj3U63XGN0Wq1A4+PdQ70bZ2dnYMud7lcNDY28sUXX3DXXXeRmJjI//3f/x13gqnH48Futx/2JRAcr1tzb+WevHsO+7o3/15GR44+06H9qAk3/49uqGsQAsEPhVC5QvCjUFL73w+nc6aMIXDfvfzP40+iicmitXAlv//d/Zw7M5/15bsA2F1uYcao2DMVrkAgEAgEgqMIhUK4vad+olldXcWTTz5FTN4SFPrT83dfoY8lZsyFPPHkU1xy2eWkp2ec2vbCvpsKB9u3bx8oU3vvvfeelm2+/PLL3HrrrcjlcqKjo+nu7qaiooLHHnuMTZs2sX79eiSSI2e2PPLIIzzyyCOEQiFkMhkxMTGYzWa+/PJLvvzyS6677jr+9a9/Dbnfzz//nF/84hfI5XJUKhVOp5OdO3eyZMkSXnrpJa688krOO+88tm3bhslkwmAw0NzczJo1a1i7di1ffvkls2fPHnL7GzZs4MILL6S7u5v4+HhMJhNNTU2sWrWKVatW8eSTTx71PWxubuaqq67CarUSGxt7xIyMxx57jD/+8Y8Eg0FEIhFxcXHodDpaWlp4//33ef/997nxxht56aWXBn3/+r333ntcc801+Hw+EhISMBgMtLa28t5777F8+XLefPNNLr/88iHHD2X16tVcfvnlAwkAkZGRJCQk0Nraytdff83XX3/NP/7xDz755BOioqKG3M6OHTtYsGABDoeDhIQEFAoFTU1N/P3vf+fLL79kz54938sMPL/fzy233MIrr7wCgEKhICYmhpaWFlauXMnKlSt55JFH+OMf/3jE2N27d7Nw4cKBZJCYmBh6e3spLi6muLiYt956i7Vr1x5WDhrA7XZz2WWX8cknnwzsMy4uDqvVyl/+8hdWrVrF/Pnzh4z517/+Nc8//zwAarWa6OhoWltb2bNnD62trdx3332n460542bOnHmmQxAIfvS+3f4jLy+f2qpKPJ3NvLfyC6obWkg2KjhnymgcDgfDs4dxoKIWr1hBt7eDrmYLOwtKaDJbsflkTP/WDXab1YKEABpZiNhoE8Vltfj8fjrbzITrzuWhPz/JK6/8g7amCvJGZiMWiwkF/NQ21KGJTqWlxdJXQSMxhq+27MbR0YoGNVGGBIKhEF5fAK8vQCAQxNnrZcboVLbsq8PtDTB1dBpzxg5jY1Et0UYte8rqqGy04Oj1oFWGMSo9lowE40BCRVxEOMnReqzdLiaPSEIpl9Lt9NBs6WZyXBIymRiJSMSo9BgCwRDdLjcH6i18sb2MUAhsjl6ykiJpsdrRqhRUtXSQEmskIUaPzeEmJS6S3IwEenpcKFUqEmOjGJZoJN5kxNLtwu3uRqWQkZUUhVgEKrmM+rYu7C4PSrmU+tYuqps7uWR2LunxEewobSDGqEGvUeL2+ihrsFBSY8agVaJVymkr6KHX42fBpGx63F5Kalr7En9jjTS02iiqaiU1Rk+H3YXXF8AXhLiIcEYPS6TT6ceFhBsuv5Df/OEpEoxKrv3FOYjFYoLBIH99fQW7ax3U2EIY4rOZnj+W6OjoM3QUCwTfn0OTIxSK42t/cOh6LpfrhPanVqu57777DtuGx+PBarVSVFTE3r17CYVCuFwu7rrrLqqqqnjxxRePud3HH3+cRx555IRiEZw9/H4/NpttoFKKWAQ6+embM62SqlDL1EddJxgM0tHRcdr2eSZEREQgFp+e9+2bb77hiSeeYM+ePQQCASZOnMgTTzzB66+/zgsvvMD69esHJnJs2LCB2bNnc+utt3LHHXdw0003sWXLFm655Rb++te/AuDz+XjllVd4++23OXDgAF6vl5SUFH7+859z7733HpH8JRKJGDFixKAtNm677bajxvDYY4/xu9/9jhUrVtDZ2Ulubi6PP/4455xzzhHbcjgcPP7443zwwQc0NTURHR3NlVdeya233nrc71VKSsrA5JMDBw4MXP+6+uqref311w97PTt37uTWW2/l448/Ji0tjaKiIh5++GEeeeQRli9ffkSbW6vVislkYubMmQMTYw69vvb5558P/P+hhx7i4YcfPmy81+vl0Ucf5e2338ZsNpOamspdd93FDTfccNyvT/DTJSRXCH4UDk2uGJlqZNwDD/DKK/+i/LM/Ex0dw/33309QJEMiFhEIhthdLvSOFAgEAoHgh8rtDTDn7s9PaRuhUIjyz/6EWKEnLv8XpymyPnFjL8JSvoHpC64g64I/nFJyxLpnzkcpP/0fyb/++mugr7xtTk7OKW+voKCAlStX8sQTT3DbbbehUCjo6enhrrvu4h//+AebN2/m3//+N1deeeVh4/7yl7/w8MMPExUVxTPPPMPSpUuRSqX4/X5ee+017rzzTl599VUmTpzIL3/5yyP229PTw1VXXcVjjz3GHXfcgVQqpba2lksvvZTdu3dz3333sWnTJoqKivjoo4/4+c9/DkBJSQkLFy6kvr6e3/zmN0NWdjCbzVx88cXMmzePp556iqSkJKCvMsUtt9zC6tWruf/++5kwYcLAhYlve/TRRxk1ahRvvfUWkZGRdHd3I5fLAXj66ad58MEHEYlE3HXXXdx7770DCQqdnZ385S9/4bHHHuOVV14hMjKS//mf/xl0H/v37+f999/npptu4sEHH8RkMg28zuuvv57du3dz/fXXM3bsWLKyso7+zTzE1q1bWbx4MT6fj/nz5/P0008zYsQIoO9C7/Lly/n1r3/Njh07uOiii4ZMoHG5XFx00UUsWrSIZ555hsjISAKBAP/85z+55ZZbqK2t5U9/+hN/+ctfjju2k3XXXXfxyiuvkJ6ezt/+9jfmz5+PWCzG7Xbz17/+ld///vc89NBDTJw4kZ/97GcD42praznvvPPo6uri1ltv5Y9//OPA96qwsJAbbriBgoICLr/88iMqovzqV7/ik08+QaVS8be//Y1ly5ahUCgIBoN8/vnn3Hjjjfz9738fNN5Vq1bx/PPPI5VK+cc//sFVV12FRCIhGAxSWFjIBx988N29WQKB4Efl2+0/mprLeLu4kNraahLVflKzYijY24IrLIIYUwQtnb3sLm9GHJJQ2WTBmDySmIRkamz+gRvsoVCI1au/GEjWQCKlrrGF1IhUPt+wE71SQqJRiSdBz7YNXzN37jmkpySjS9HT3NKCQSkiIcqIrV3E+m0bmZyfiyJMw9frN6GV+MjOS8bm6GXH/jqGJRiRScUcqGuntrUTiUhEaV07YTIJv5g9hhFp8Xyzu4wInYIdxVX4/QGa2rsYkRLF+OGJ1DZ30NbpwBCuRgTEmrRUNVuZMTqFJdNHIBaJKKpppd5so6zBQkxEOKFQkCi9BpfXz/vrSnC4/psgqVXJ8foDzB2bQVxkONYuPR0ODw3tdvYcrMETgBpzF6GgiB6/iAum5ZIaa8SkV1LX3E51k4R2uw9xmJL0BCO7D1STFKVn6/466lpt2By9xEZoqG7pJBgKolaEMTU3Ba/Pj7nTwdaSenYdbMKoVRIRrqKmtZPJI5Np6bBTVt+Ow+XFanfT7bbQ2+tBJQ9je2kzMqmY6aNSOH9yDpauHpQKOREKLV1tTioOHoSgjzCpYuDzq0gkIlIfTnq6icuvvPoMHb0CwZnhdrsHHstkx9c++tDPwkdLjB7MsGHDjloBsbq6mt/+9resWrUKgJdeeolp06YdM4H6gQce4Le//e3A/+12+3G3ORH8sL399tvcdtttdHd3A3BOioI7xmvRhH2/Bek7OjqOmmh/Nmhvbx84jz4V//jHP7jpppuQy+Wcd955GAwGtm/fzsyZM5k4ceKQ47xeL/PmzSMxMZFly5YRFxcH9J1LL1iwgI0bNxIfH8+iRYuQSqVs2rSJ//mf/2HFihVs3LjxtMTudruZNWvWwPn//v372bVrF+effz7bt28nPz9/YN2uri5mzZpFcXExWVlZXHHFFbS0tPDMM89QUFBw3Pu8+uqr6ejo4IUXXsBoNLJ06VIAJk2adMS6N998M7t37+aSSy7B5/Od1Gu89dZbcTgcvPnmm6SkpHD++ecDMGHC4W2CQ6EQS5Ys4cCBA8ydO5e6ujrWrVvHjTfeiEKhYNmyZSe1f8FPh5BcITjreX0Byhq6AEgwqTFq+y5m33//vfz2rru5/757B3qiD0/Ws7/WRn1bD+22XqIMyjMVtkAgEAgEgu+Q29ZEV30BSVOuRiKTn9ZtS2RyYnLn07DtTdy2JpTGH96Fq+rqaoCBG+WnqrKykqeffpq77757YJlGo+HFF19kw4YNVFRUsGLFisOSK1pbW3nggQdQKpWsXr36sBN1qVTKjTfeiN1u5+677+bpp58eNLnC6XRy8cUXc9dddw0sS01N5Z133iE7Oxu73c67777LCy+8MJBYAZCbm8uTTz7JZZddRnFxMQ0NDQOJE4cqLy/nsssu49133z1seUpKCp988gmTJ09m7969/OlPfxoyueLAgQPU19ejVvfN9umfVdLU1MSDDz4IwBNPPHFE9Quj0cif/vQntFot9913H8888wy/+tWvBr0QunfvXu67774jLsbm5uby9ddfk5ubS2NjI0899dRRq4AcKhQKcfPNN+Pz+bjgggv45JNPDpvJI5fLWbZsGWlpacyYMYPNmzezfPlyLrvssiO25XA4mDNnzsDME+i72HzTTTexY8cOXn/9dd57773vPLmioKCAZ599FpPJxNq1a0lOTh54TqFQcP/999Pc3Mzzzz/PM888c1hyxR133EFXVxf33nvvEa048vLyWLlyJdnZ2Wzfvp2tW7cydepUoK/aRf/rfv/997ngggsGxonFYhYuXMhXX33FuHHjBo35q6++AmD27Nlce+21h40dO3YsY8cKZdkFAsHxKSwsAFcHyigj1XX16HU6GqtLiTNomDQ6hzBxiJy0eKqqa9HpDFz6i4VU1jaxbssu9AnDuOLq6w+rVjBYskaLtZcWu59/fvQNeZmxJCQl0tEtRqNSsrvGyrp1azFEmtjy5RbGpESwZO5ERCIREoJU1JvZvms3KmmA3EQtcRFqQsEQ8ZE6iqtaeW31HlJiDFQ1WbE7vURHaChrsJASa6CpvYt2m4s2mwtFWBiddhfzJ2ayq7Se2EgtKrkMjz+AXCZFr1HgcHn5Yns5bo+fuWMzEIlEuLx+IsPVROrUFFe14vMHGZkaxTtfF7N2bxWBYF/5fRGQHGNg7rh0altsFFe3kpkQSd6ELGpaumjt6mVsTgpIpFi6PXgDIUwRBhpaLbRZOiAUQqOSIw+T4Pb0cLDeSkdnN502O93OXmzdLiL1aqaNTkGMCJfHy+qdlcybMIy4SC2NbV1YupyEQuD2+EnKNNBpdzE82YTb52dLcQ09vT5kMjFymQiDVsmwnETcXh+fbjtIKCQiPTGGtORE0jOUtDQ3Ul3TjFZnwKgMEfD5qGq0sH1PMbHRJjpsduotDnInTD4zB67gJ62trY0vvviCPXv2YDabsdvtBINB1q5d+73sX6n873Xhb1efG0pvb+/A40NbhJwO6enprFy5kquvvpq33noL6JttfazkCrlcPpDcLfjx8Pv9hyVWiEWcUGJFIBTA7XcftszlP7FqK4LDVVZWcvvttxMVFcWGDRsYPnw48N/v1csvvzzk2I8//pjrrruOp5566rDld911Fxs3buTqq6/m5ZdfHvhZDgQC3H777bz44ovcfvvtR1yzOBlvvfUWV199NX//+98Hzv3vvPNO/va3v/H0008fto977rmH4uJi7rjjDv7v//5vYP19+/YNWuViKP1VdV544QViY2MHKjZ+W3NzM5GRkRQXF5/S77Pnn3+euro63nzzTUaMGDHk/r755htmzZpFWVnZQDWhZ599ljvuuINnnnlGSK4QHJOQXCE461U0deP1BwHITf1vqeEZM2YQCgaYMWPGwLLxWSb219oA2F1h4fyJR15kFwgEAoFAcGYpwiSse+b8U9pGKBTiQutnbN25hujcBac1wSLg82A98CXnnTePFf+66ZQqVyjCTmy20/HqLxl6utowREREcPvttx+xXCKRcOGFF/LUU09RVlZ22HP/+te/8Hg8LFu27LDEikMtXryYu+++m6qqKpqamkhISDhinUMTOvplZmYyatQoioqKiI6O5sYbbzxinXPPPXfgcVlZ2aDJFWKxmKeffnrQ2GQyGQ888AAXXXQRGzdupKenB41Gc8R6N95440BixaFef/31gXKeg72Gfr/5zW/4v//7P9ra2nj//fcHXVev1w/axgL6kjnuuOMO7r77bj777LMh9/NtW7duZf/+/YhEIv76178OWSJ1ypQpLF68mI8//pi333570OQK6LvwO5hf/OIXvP7665jNZqxWK5GRkccd44nqL5t80003HZZYcajFixfz/PPPs2XLFvx+P1KplMbGRj777DOUSuVAQsy3JSYmkpeXx9atW1m/fv1AckV/MsvMmTMPS6w41KhRo1iyZMmgVSgMBgPQVznD6/USFhZ2Yi9aIBD8ZH27BcjWzRtpLC9iWIKR5LgorD2dtJtbSI4azpix42lsaCA2zs/e8ibKmzpI6+prM5E9ZiKLfn7JEW0gCgsLMMh8LJk3E7FYzPhgkBVrNqLU5vPVZ03YHE7qW6woZBKkMjnxegXvv/UG02bMZG9JBUqfiXed3VQ0tBEUSXG4enHZuxg1MoURiTqi9SoO1LUhF4tQhEnYUFjNxsI6xg1P4IJpI5BKZdSbOymvb+XD9ftIijESF2WkvLEv4cLrD9De5aTZYkevURGpUzMuK4FuZy9Oj5eObic9vXbsTg92p4dAKEin3YlYDOkJEchlUv764TZaOxwDr1mvUXDRrJGIEGFzuJk1JpWD9e2s2nqQGU432/Y3EGXUc8kFcygqr8Pt9rJh1z62F5UzOz+daSPTabTYKa1vRyGTEGdUE/K7WL/XTLfDhTFcybjsBHLTY5g8IpkNRTXUtXYiFlmpNXfSaI5ge2kDMUYtuekxhOhrleIPBDCGqwgBOpUcgy9AS4eDjYW1TBudwoxRKXT3+oiN0OHzB9l1sBF3UEr+yGF8vaucBnMHv1y6iKLKJkaNGknJwWo+3VbKsJREupxewuOHMWfu3O/5CBb8lNlsNn7zm9/w7rvv4vf7B5aHQqFBz60KCgoGPucuWbKE3Nzc0xLHoZ/tj7fFx6Hrne7kCuirJvPss8+yatUquru7qaqqYv/+/YwcOfK070vww2az2QYSKwC0YaIhEyskqnCkav3A/4utxXxR/wWewPElDQmOz4svvojH4+EPf/jDQGIF9E0e+dvf/saaNWsGWmB8m9vtPuJcs729nX/961/ExMTw4osvHpZUIJFI+N///V9WrFjBBx98wP/93/8RG3tq7W61Wi3PPPPMYef+v/vd73juuefYsmXLwDKr1cobb7xBXFwcTz311GHrjxo1iscee2zQyTGnoquriz/84Q/fW6JYMBjkpZdeOqxN069+9SseffRRSkpK6O3tPSwBTyD4NiG5QnDWO7QlyKHJFYMZn2XitTUVAOwpF5IrBAKBQCD4IRKJRKelVcaLLzxPTs4IWgo+InHi0Wf7nIiWvR/i7+3ixRefR6U4vvKx37f+sraHzqw6FePHjx/ypm9qairAYRd+ADZt2gT0zczPzs4edGwoFBp43NzcfERyhVQqHbLNRWJiIkVFRYwaNWrQMr5GoxGFQoHb7T4itn7Dhw8fNKGj37Rp04C+WSNlZWWDVh8YrJwlwObNmwG44IILjtrbVSaTMWfOHN59911279496DpTp04dqMR2tDjb29uPO4GhP74RI0aQnp5+1HV/9rOf8fHHHw8Zn0qlYsyYMYM+d+i2u7q6vtPkiv5j7rXXXmP58uWDruP1eoG+i1sdHR1ER0ezefNmQqEQwWCQ8ePHD7n9lpYWoO9Y7Xfo9/loRo4cOWhyxc9//nOeeOIJqqqqOOecc3j88ccHEjcEAoFgKN+uKlFSuou1X61hRk4MF88ahd3Zi8MdJCpcTlltM1qNhpEjR5KTk0NzlwezS0yNLTTQ/uPbiRUANquFtJjIgb9hYrGYhJhIvLYQl155NcWbPkUkkZOekYouXEtx5VdEKAMYJXYMKhHltc1023sw6ZUYdHK6rF5cvb10O+zUtvjJSTaRnRRFYWULUrGYURmxOHp9GMM1aNUqstP7rtfsOVhPapyBzIQIyhvaqW/pICXWiNfrY+GU4fj8AdYXVLFoag7xpnAidEr8gSBWm4viqhbWFlRT1dKJQaukvMFCbUsnKXEG3ltXTE+vd+D1ZiZEcPm5o0mLjUCtkFPT2oG1y0lOajQHatp4a00BviBkpCZxoKKW8rp2hiVHMTo9ljiDihAhgoQYl51IW6ed/XXtnJufhlQiprC8EafbS6fdhVwmZUxmHI2WbsKkEsI1CnRqOXvLm+nodpGdFEVilJ42Ww/zJ2VT3dxBndmGpduJVqkgNzWGpBg9TRY7q3eUUdfSSbW5C4MuHH8whEmnIMeop9HaxftrttHt9GCMjKPbL8NgjOLKmXPZu6+UzfvqUcaPJC7SRP4Qx4BA8F2ora1l5syZNDc3H3YucDTDhw9n6dKlVFVV8cknn7B3797TEktERMTAY7PZfFxjDv0cOFQy76nS6/Wce+65fPjhh0BfizohuUIwFIkqnMyr/gexpO8aSiAUEBIrviPr1q0D4JprrjniOblcztSpU4dMrpg6dSrh4eGHLduwYQM+n49ly5YNer6vUCi4+OKLefbZZ9m+ffth1TpPxpQpU46IISoqCpPJRFtb28CyTZs24fP5uOKKKwa9DjRUVc9TIZfLmTNnzmnf7lCys7NJS0s7bJlMJiMzM5MdO3bQ2dlJfHz89xaP4OwjJFcIznqHJVekHT25YmSKEUWYBLc3wO5yy5AZ0QKBQCAQCM5+GRkZ3HffvTz+xJOYsmaj0J9alj9Ab1cL5qKV/O6B+495Q/pM6u/H2djYeFq219/qYjD9mf6BQOCw5U1NTUDfDf/29vZj7mOwRJCIiAik0sFPWfovPvT3Kh2MXC7H7XYfEduh2z+aQ58fKkFjqOSM/guv3z5hH0x/K5Ch3qcTjfN4EhhOJj6r1UowGDwiWUSr1Q75mfrQ2R6Hzkz8LvQfc4de9D6a/mOuf5zH46G8vPy4x8F/f8aO9T4O1cc7Ly+Pd999l1/+8pds3ryZadOmkZOTw6233so111xz1KQagUDw0/XtqhIdti5STBqyUuOQScUkRBkoPFiLXheOwy5ixZqNJMRE0mS2giqCXy675IgWIGvXfkNJUSFisYiRo/MIiSU0mdsZ/5/f+8FgkCazFUN8Nnl5+Wxd/xXWHi9Ob5CvvtxGh93FjRedQ0uHg6vOn8bfP/iSeHGIcdlJdHXbGZ4Wi1gMze1d1Ld00GF3EQwG8fmD6LQq5ibF4HD7KCxvYs/Bemz2HtbsKEMmEREIhiiubKHN1oNRq2BYgpHs5CgUYRI0SjmVTVZqWjsYnmxCIZcRHxGOVCpGq5RT1WTlQF07STFGQsEg/mCAwvL//p1QymXkD4tl+qhUIsLV9PR6iDeFE25XUFDRTHZyNCmxBnyBIAq5nP0VdQQCQTLjwpkzdhgbfC5yU6OoarJQWN5MZ7QTjUKGQRVGt9NNSbWZCcMTiY8Mp7rVxto9lWzb38A54zLQqMLABjqNkiaLndYOO6mxBmpaOpFI+lp+ROpU1LR0UtNs49zxGcwdm4FJr8LrD9HR7WJDYQ3pyYl0OH1kxEeiVcmINxk4d3IuH68rYIO5i3lzc7nswgUD38dej5+Zc+Yyf/6Ckz4Gv105JS8vn5iYmFM6rgU/foFAgAsuuGDgs1dMTAzXX389EydOZMWKFbz22muDjlMqlTz88MNcccUVFBUVsXbtWuaehmorhyZx19XVHdeYQ2+c5uTknHIMQzn0XLO/KqFA8G3jn9yEMiZtILECwO13H3dihVwiRyFVHHO9iIiI4zqn/yE71jn18aipqcFkMg1a0RL+W5VwMIPdqO//fZKRkTHkuJSUFKCv7eqpGqwFKfS9N4cmV9TU1ABDn+Me7XWerLi4uO/1Pt3R3gsAn8/3vcUiODsJyRWCs1ooFGJfTV9yhVohJTXm6OXYZFIxeRkRbC9tp8PuodbsIC02/KhjBAKBQCAQnL0eeOABXn/jTeq3/JNh5z94SidroVCIhi3/Ii4ujvvvv/80Rnn6jRs3jtdee43CwkK6u7uPmhzxXQkG+9q2/fWvf+WOO+743vd/PI51PDidzoHHg7X+ONry/pPxo1Wt+HYcQ617OuI8XfH9kBOT+4+5lStXsnjx4hMeN2bMGAoLC09on/2JFkMlT/Q72szMiy66iDlz5vDyyy/z97//ndLSUm699Vaeeuop3nzzzcPaHAoEgp+mb9/I3ldUQJjXxnsrv8CgN9DQ2Ex6chz2Xj8SuQaXz4fOYASZnXMWnIvaYKDGahm0UoXZbObt1/9FQ3kxw+L1fckKu75GHB6HUqUeSMyoqKlnX42ZdHffpcQReROoKNxOs62Eg1W1TMxOZMveUtpsDnLS40mMMSESgbnTgU6tJCNBS1ePm70H6xmeHEVbp4Pyhr4WH9Pzs2npcKBWhEiNNXKgrg27y0ddayfxkeHkJJvwBYIomzqoaraSEqNHGSbB6fYhQkRmYiT7q81oVXIy4iOpbe2ksb2b6aNTKapuRSIRkxipRymXEm8Kx9zRw5Z9tVQ2d5AWa0AsEtPt9KDXeHF7fIjEYmpau9AZTGSmJFLbaiMuQcWUEckUltdR1tBOXnYSVbUNtFhs6BRGshIj6O5x4gsEaLZ043B72FnaQG5qXzURmUzMzDFg7+lly75aRP/58+v2+FHIZdx7xUzeXVuEpcuJWhFGaqwRtVzGHrMNo0ZJUrSOcJUcXyBAT68XiURMuFpOr8fPVzsOEEBCjC4Mvc5AcmoGAUKMyM6k1SWh3tpzWIKNzSdjev7YUzoeD62c0tRcxqd11SxccrGQYCE4qtdff52DBw8iEomYPXs2H3/88cAs6mNVo7j00kv59a9/jc1m46OPPjotyRXDhg1DIpEQCAQoLi4mEAggkRy9beOePXsGHo8ePfqUYxhKf7U1YMgbuQKBTGs8LLHiRMglchYkL0AiOnarUrFYPDCB46fM7XYf9X042mSCwZLm+9cfakIJcFgFsUMNdX55tPPOoc7lv73c4+lLzhmqLcZ3MWniWJMKBntdx1v9aDDHcx1EIDgaIblCcFYzd/bSYe/7ZT8yxYBEfOyLveOzTGwv7cu03F1uEZIrBAKBQCD4EVOpVDz37N9YsmQJttpdGNMmnvS2bLU7sdXt5bWVK3/ws8nnz5+PSCQiEAjwyiuvcPfdd3/vMZhMJsrLy2loaPje9328Dr1oOZiKioqBx0lJJ9ZOLjo6moqKiuOaBddf/WCospPHG6dSqTzui179N9ZOJL7Y2NgfdHKFyWSiqanphI+5/vfsZI5Vg8GAxWI55kwii8Vy1OeNRiMPPPAA9913H1988QX33HMPZWVlLF68mOLi4hM+/gQCwY/Hvn37ePUfLyHxOUiIi6alSsTWnQVMGBZNalYMze3NlFXWIMOL3atiZ1kT8VFGNhXV4BRpmTv3nKO2fCgsLMBmrmP66DSWnDsJkUjE3n1lbD7QQmzSCNQGA0U1VZRVtDAyLYaRKXqamsswN7fT6XCSHilHJ4fte/cxelgCualJmFtbqKipxxiuZlZeGnERahRKFev3lGMI1xAbqUMhkxCp1xAMBmls78Rq99DV1YVOLWf+xCxCIhGbi6pIizewaMoIvtxdzsIp2azdW4XN4SYhSoc8TEqUXkNZg4Vul4ftBxpptHSj+E/Cm8mgRSaxUN7YTqxByznjskmOMRAIgEYVRnx1KzqNkpQYA9v21+NwuUmO0rO9tIkOh4/s9CRqLU5EGhMmuZfmjh7E0jA67C4KyhpJiTNiClfS6/Wxr6oFny9ASXUrBZUtzBiVirXbSVxkOPVtNjISIvD4/STF6NlYWMu6gmpEiEiNNTB3XAatHXZm5Kayu6yJ+rYuvH4/DW3d9Li9LJ0zGpEY2mw9VDZ1YNKpcHn8VLd0EqZQsL3SilqjIYiIC84ZwagRw/re146djB6RhdyYhDo+c8gEmxP17cop44NBVqzZSGFhwSlVwxD8+H300UdAX9WzDz744Ijy9EcjFouZNWvWUVvVnSiFQsHkyZPZsmULDoeDPXv2MHHi0c8X169fPxDP/PnzT0scgykpKRl4PNQMa8HZxx8I0u08+rndd+HW3FtRSQ+/hqGQKo4rsULwXwaDgaampiETsWpra09oe/1VOKuqqoZcp3+b/RUsoC+xv6OjY9D1+1tZnor+6g1DtTg50dd5Kvrbkgz2ek/HaxUITpaQniM4q+07tCVI6tFbgvQbn/XfC867y49+kVMgEAgEAsHZb/Hixfxs3jyatr5KwHdyfUcDPg9NW19j3vz5LFq06DRHePqlpqZy0UUXAfA///M/3+vJb7+xY/tmRK5Zs+Z73/fxKi0tPWriwmeffQb0vZ9Haz8ymMmTJw9s42gzKvx+/8BF2qEqFBQVFR11X/1xTpo06Ziz7b4d3759+4a8aNLvq6++Omp8PxT9x9zq1atPalxnZye7du06obG5ubkAfPPNN0ddr78/77GIxWIuuOACtm7dilarpauriw8++OCEYhIIBD9cZrOZ1au/4N9vvcHq1V9gNpuPuf6br75MTJiTX8weTYIhjNaWJobFaslMSSBMDGMyE9CEQUWrA70phiabl4/WF2P2qrnmhl8d8ya6zWpBKZOQEBMxUKEowhCOXh0GAT/z5y8gOS2DaWMyufaSC5iYn8uSeTMJODtIjdaRnZZItEHLsKRoRqZEERbykBwVTmqsntKaFj5au4eNhdW893UBVc2dDE+JIj0lkZ+ffy7jRudgdfrZW97Czv3VQIiMxEiMWjlOl5twVRh+X4CtB+qQSESolWEMT4mmvs3GnrJmzB097D7YhN8fYMn0kYgQ02JxoNcoGZMZj9Xey+biWqqbO1m9swKDRoVGJcfj86GWywiTSVApZCjCJMwdl4HXH6CgtpO4hBTCtVpK69rYXlzJhi3bKSs7QE1tLZ2WdsQBPweqGli3rQhrl4P91WbWF1RTUtNGUbWZvMw4Lpo5ErUyDLfPj0YZRnVzB10ON532XmRhUrTqvtYecnkY6wur+XxbGWsLquh09NLQ3oXT7aO+rQu9Rond5SE11kit2caKzftZta2Mb/ZWU2/uIiIigofvuI7LF86lyebhs0172VFczoq1O7G5gmi14aRmZDJ//gIuv/Jq5s9fcEqJFf3HTEJM5GGzaRNiIrFZhWtsgqMrLi5GJBIxf/58jMbju457qOTkZOD4W3gcj0Ornb366qtHXbeyspJt27YBMH369O9sJn9dXR0bN24E+tocTp8+/TvZj+D7tWZ3I/MfWM3Sx459XuD3+09rOxiVVIVapj7sS0isOHH5+fn4fD5Wrlx5xHNtbW0Dvx+O16xZsxCJRPz73/8eqBZxKI/Hw0cffYRKpWLq1KkDy2NjY7FYLIe18oC+yho7duw4oRgG039+/OGHHw56LePjjz8+4W1KJJJBX+OxxMb2tfc9NOGs34YNGwYd018J5GT2JxAcLyG5QnBWK6k5JLki7fg+lKfFhmPQygEorLTiDwS/k9gEAoFAIBD8MIhEIp5/7jl8LhstBR+d1DZa9n6Iv7eL55977gc9c/9QTz31FBEREdhsNubNm3fU2RD9+tsjnA6XXnop0JfAcLQLlQ6HY6Dv8vetu7ubv/zlL4M+19zczLPPPgvA9ddff8LbvvbaaxGLxVRVVQ25D4C//e1vtLa2YjAYBt6zbzt48CDvv//+oM8VFRXx73//+4TjPOecc0hOTiYYDHLHHXcM+b3fuXMnK1asAODmm28+7u2fCf3v35o1a1i7du2Q67W1tdHZ+d/ziNGjR5OdnQ3A/fffTyAQGHJsaWnpYf+/8MILAVixYgUFBQWDjnnnnXcoLi4e9Lmh9mU0GgdmJwkXhQSCH4f+VgrO5jLSDCKczWV8umL5YQkW306+WPHxxwTtreQkm9DIJcydMAKjSoRCHkZUdAxyfQydvSJyRoxg6sy5ZObPJDptFOdceDkP/OFhRo4cecy4DJEmen0BmswdBINBQqEQHTY7XU4vhsi+G4f9N9PbrZ2sXreVv7/5PnsKiqmsqqbN2klKciI/m56PRCan1dqFMSqaOVPGkZWeyO7yZjYWVuP2B5FJxbRa7ajkclweH1qVEp1aRWWjhZpmKx6PH7fbS1FlMz6vh5xkE4hENLbZcPZ6sTv7fh9mJkRSUNHM9gMNRBu13LBwIoum5jA8xUS7rZfu3gCrtpfzv+9uxNHbN6bd1sM3eytpsXTTarVjd3mQiMUoZTJcHj+psRHMmTCSCXmjuOicCfz6qkXk5+bQ0eUgJ0HH/AkZxBrVON0eshMN+LxuNhVVs7m4BnOng7nj0rlx4XiyEiIwaJUgEjFlRBKlde2sLahmR2kjn20rY9v+BjITowgEQ4SrwqhoaCclysDiaTmkxBhptzmYk5fOlefl87PxwzBqlXTYXZTUtpOXGY8xXENbl5vimnYMBj0Lz53F/LnTuO7ShcyYmE9RQw8frS+myeZFHKYipDSSfwotQIY6ZprM1oHPDsFgkCazdeB4EQiG0j/zOC0t7aTGy+V913Ptdvtpi+nKK68cqEr4+uuvs3///iHXveeeewYe33vvvSe8r/52ckfj9/u58cYbB1r4XX755cfd9k/ww+UPBPnf5fvo6T12O4W3336byMhIcnJyjrluIBTE6XMe9uXyu05HyIJBXHPNNQDcd999h1Uu9Hg83HTTTcesOPltycnJXHrppTQ0NHDHHXcM/NxD39/W+++/n6amJm6//fbDKv3MmDGDYDDIQw89NJD8EAwGuffee2lvbz+FV9hn/PjxjBgxgpKSEp5++unDntu0aROvvPLKCW8zLi6OxsZGbDbbCY3rTy576623KC8vH1h+4MABnnjiiUHHREdHIxaLKS0t/U5amAgEICRXCM5yJf+pXCESwYhkw3GNEYtFjBsWCYDLE+BA/Yn9QhcIBAKBQHD2ycjI4L777sVcuAJ319HL939bb1cL5qKV3HffvaSnp39HEZ5+KSkpfPjhh2i1WioqKsjLy+PBBx887IQU+i7gFRQU8OCDD3LJJZectv1PnjyZn//85wDcdNNNPP7443R1dQ08b7PZ+Oc//0lubu4xKzN8VxQKBb/73e949NFH6enpGVi+ceNGZs+eTVdXF+np6dx5550nvO3s7GzuuusuAO6+++4jLnTYbDYefvjhgQuzzz77LFqtdsg4r7nmGl566aWBG+3BYJBVq1Yxb948/H4/U6ZMYenSpccdn0wm4/nnn0ckEvHJJ5+waNGiwxIHPB4P//73v5k/fz6BQIAbbriBadOmnfD7cDoEAgHcbveQX/03dy6++GImTJhAKBRi8eLFvPzyy7hc/724aDab+d///V9Gjhx5WAlRkUjEk08+CfSVej7//PMPu7AeCATYtGkTF1xwAX/84x8Pi+3aa68lJSUFv9/PggUL+PTTTwfi6e3t5dlnn+W6664bsif3b37zG/785z8PtF6Bvp/JV199lQMHDgB9iTACgeDsd2grhf7qDwaZj8LCvsSsbydfNJXuYtWH75BgVBChluLtsVFysJxoo46G5jaMEZGMHDmScRMmIleFM2pM3klVJ8jLy8cQk8Lm4hr+/u4XvLXiGz7ZVExNu4O66ipWr/4CJFJKymv4dM03NNeV09pQQ5pJQXq0GpHPxc7Cg+zdX4W9x4FaEYbE78HS5SAiwsQF00Zx8bypLJw9kRsu+hldTi+fbNjD9l172V9WhcPZQ7hSCiGQSiW021yo5DImjUhi/PAkgiGoabXR3ePmmz2VfL69HKfLg1QiAULIwyS02XrYWFyDpduJSCLiq11lrN9TQeA/v4/D1QqGp0RR1dzBl7sq2Lq/jt1lzXgCMGdCNsmxEbR0uQnTRKDXhyMVw7a9B9i8u5ARSRHMmzSc5Cg9P5uQxai0GLp6XISAlBgDrR0OUqL1TBnRN6M+PT4CiVhMUXULHd29RBvU7DrYxIpNpXyxo4KxWQnkZcYhCgWx2HqYMTqVq+eNZVJOEoumDWfG6DSKKpspqTEjEYswdzhYV1BNuFrOmMw4ZuVlctvFM5kzNpNwjZaUlL62UWKxmGnjRzFn7jmcc+HlRKeNIn74eBb9/JJTrlQx2DFj88lYsWYjOwtKWLFmIzaf7LQncQh+fHQ6HcBhn7tPRH9C9uls0RgdHc1tt90G9LXiW7x48RHJtIFAgHvuuYdPPvkE6LuxuWDB4S1wPB4Pv/jFL9BqtVxyySWD3mS9+OKLefjhh4+Ybd6vtLSUOXPmDFREMxgMPProo6f8GgVnnsPlGzKxQqOUolX1tbPy+/3cdtttdHd3H9d2n9/3HE8XPn3Y1wslL5y2uAWHu+yyy1i8eDHV1dUMHz6cpUuXcu2115KRkUF9fT3Lli0DGKjsdDxefPFFxowZw8svv0x6ejpXX3011113HVlZWfz1r39l/vz5PPLII4eNueeee5DL5bz88svk5eVxxRVXMHLkSFauXHlC1wSO5p///CcqlYr77ruPCRMm8Mtf/pL58+czd+5c/vznP5/w9s4//3w8Hg+TJ0/muuuuO+I1DSUjI4OlS5ficDgYP348F154IQsXLmTChAlce+21g46RyWScd955tLS0MHHiRK699lpefPHFE45ZIDgaIblCcNZyefxUNfd90EiPDUetlB332ENbg+wpE8oWCgQCgUDwU/DAAw8QGxtL/ZZ/HrVNw6FCoRANW/5FXFwc999//3cc4ek3a9YsduzYwfjx4+np6eGxxx4jOzsbnU5Heno6iYmJqNVqxo4dy2OPPTZk386T9eqrrzJ79mz8fj+/+93viIyMJCUlhYSEBCIjI7nxxhtpbm4+qbLAp8Po0aP59a9/zUMPPURERARpaWlEREQwa9YsKisrSUpK4osvvjjp2WKPP/44t912G6FQiKeffpqYmBiSkpJITk7GZDLxyCOPIJFIeOGFFwYuxAxm4cKFzJ8/n1tuuQWDwUB6ejoGg4HFixfT1tbG6NGj+fjjj0/oIg7ABRdcwOuvv45cLufzzz9nxIgRREVFDWz/iiuuwGazce211/LCC2fuIt0zzzyDUqkc8mvVqlVAX/nPjz/+mNzcXJxOJzfffDMGg4G0tDRiY2OJi4vj7rvvxuVyodFoDtvHokWL+Mtf/oJYLObLL78kNzcXk8lEWloa4eHhzJw5k88//5yoqKjDxmk0Gj7++GMiIyNpa2tj0aJFGI1G0tPTMRqN3HHHHdx2221cdtllg742u93OH/7wB5KSkoiOjiY9PR29Xs/1119PMBjkT3/60zF7fwsEgrPDsVopfDv5Ii7KSKxegSxMjjHCiDFcjc/lpKSiDqtbRHFl4zFvbB9PG5KYmBiWXXM9E89ZRJNHS5HZj8UtIy8rmSQdbPlyBV99/gkrvt5Ka1M94lCAOL2C65bMJiHKiEoWwqSV8tXOA3yzq4yapna+2FrM15v30mo2I5VI6HI4sXZ2YevuIjbKSHl9O/WtHYhlcmIjdCjCpIhFIWpbbZTUtCKTimmx2gkGgwxLiqKszsJXuyvpdroZnx1PIAQOlxuP1095g4UtJXU0Wey0WOzUtXTQYukaeH06jZJJI5KYNzELk07DztIG6tu6UCrCkCvUdHkkhCRyiirNFFa1EUTEqx99TUNLOxEqGYlRWrw+LwatEpNeSVxEOBZbD9F6NQunDic11oBSIcPtDdDSYUenVlDb2sm+ylb8wSD+QIieXh86tYK8YbEo5DLEoiAXTM4mXKMgNdaAUackMVpPtEFDcowel8ePy+1FJBbh8QXo7OlLJilr6EAkFiGVSJDLJFQ1mklL6iuX3V894nS3ABlMTEwMC5dcjDo+mxpbCHV89neSxCH48cnIyCAUCrF58+YTHhsMBlm3bh0ikeiE2/Udy6OPPjrweaumpoZRo0axcOFC7r33Xm6++WbS09N55plngL7Z1++9994R23jrrbf4+OOP6enpYfny5bz11ltHrNPT08MjjzxCYmIiU6dO5dZbb+XBBx/ktttuY9KkSYwcOXLgvVGr1axcuZKEhITT+loFPywapZS7Lh6FVNL32cBmsw2ZWHFo5YJ+3sCJVUoQnLrly5fz5z//GZPJxMcff8w333zDRRddxKZNmwaqnH77XPNoDAYDW7Zs4U9/+hM6nY4PPviA5cuXExERwUsvvcSnn35KWFjYYWNGjRrF119/zfTp06msrBw4l9+6dSt6vf60vM5JkyaxZcsWFixYQFlZGe+++y5Op5PPPvtsyHPbo3n88ce54oorsFqtfPjhhwOViI7Hq6++yt13341Op2P16tUD1UF/+9vfDjnmlVde4YILLqCqqopVq1YNOZFFIDhZ0jMdgEBwskrrbAT/c1/keFuC9Ds0uWJ3uYXrF2SfztAEAoFAIBD8AKlUKp5/7lkuvPBCbLW7MKYd+4alrXYntrq9vP7JJ6d1htT3KScnh127drFmzRo+/vhjtm7dSmtrK/X19SgUChITExkxYgSzZ88+bbMc+ul0Or7++mvefvtt3nrrLYqKimhubkatVpOXl8esWbO48cYbycrKOq37PRF//etfGT9+PM8///xAtYIxY8awZMkSfvOb35zSSbhEIuG5555j6dKlvPTSS2zevBmz2YxUKiUrK4tzzjmH22+//ZgVUcRiMR9++CEvvvgi//znP6moqCAsLIyJEydy2WWXccsttxxxweV4XXXVVcycOZO//e1vfPXVV9TX12O324mOjmbatGncdNNNzJgx46S2fSbEx8eze/duXn75Zd5//31KS0tpbGwkPDycSZMmce6553LjjTcOeqH6zjvvZPbs2fzlL39hw4YNtLa24nQ6iY2NZdy4cSxduvSwvtz98vLyKCkp4fHHH+ezzz6jqakJu93OjBkzuPXWW1m0aNGQJUvvvPNOlEolGzdupLm5GZfLRVJSElOmTOGWW24hPz//tL9HAoHgzDBEmmhqLmN8MEi7tZOCkoOs27ILfcIwzGYztVWVWOor2F1QhEQsxtHjZERGIpZuDwXV7YTLJRQerKfZDvf+/hF6e13UWC0Y4rOZnj/2iBvb/ZUwDDIfaTGRNDWX8WldNQuXXExMTMxh68bExHDFFcvgimWsXv0FzuYyJueP4POv1zMmJYJMk4I129px9/ZSdLCGiSOSSU9Px9bTS3FpJcZwNRqlApM+nA1FtaTGRTB9dCpbims4WNtMdloiaoUEW6cDl7OHjMRI4k3hHKxtIlwtRxkmQauS43J7EIlC7ClrYsf+ehCLGDssgeyUSAwaFflZ8cRFhhMKhuj1eNlZ2khKnAe5N8Dn2w5S39Y18JpUijAm5iQRbdDQ6eglM9HElJGp7DhQi1QsQixTUtrYRZfLx5aCGgKaWM47dzG7tm/B1hvi4rkj+fDLzXT39NLt6KXM14ZRo2RnaQPWLhfXLhiHMkxKa4eDnl4vIhFEhKsprGhGESajucNOmEyKLxAgNVbHrtJGwtVhTMlNIT8zHpfHwxc7yqhttdHj8hAIhAiTSKhu7sTZ60UikVDVbMMvkjF2eDoSmYz0lCRyR+XQ43QiUoSjUGv5/OtNdNmdNJmt2Hwypn9P1SNiYmKYP3/BsVcUCA6xaNEitm/fTnFxMatWrWLRokXHPfYf//gHLS0tiEQiZs2adVrjksvlfPbZZ1xxxRV89dVXBAIBPvvsMz777LPD1svPz+f9998nNjb2mNscrJVkf3Kdz+dj27ZtbNu2bdCxEydO5LXXXmP48OEn8WoEZ4t3fz+HBJN6ILHiaHQ6Xd/5xLqHT3g/cokchVRxEhEKBiOTyfj973/P73//+yOeq62tBSApKWlg2axZs445uUetVvPggw/y4IMPHncc06dPZ9OmTUcsf/7553n++ecPW3asGIZqh5SXl8fnn38+6HPHO2Gpn16v5+233z6pbSkUCp5++ukjWpQcbWxCQgKffvrpEctTUlKOur9v/94XCIYiCp3oT4HgjLHb7eh0Orq7uwfNVPypeW1NOf/4vAyAP16Zz/wJiYc9X1BQwNixY9m7d++gFyUvefQbGi1OJGIRXz45H7Xi+CtfCAQCgUAgODuFQiHmL1jA5u2FjLjsWSSyobPlAz4PB977NTOmjOWLzz8f9AKZ4Oz08MMP88gjjzBx4kR27NhxpsMZ0jXXXMMbb7zBpZdeOugMOYHgx8Dr9VJfX4/NZkMsFqPX64mPj0epVJ7p0M4awrWC75fZbKawsACb1YIh0kReXv5AssKxnvt0xXJwddBQX4daGkSlUuPwBalqstHWbkEndTNlVDpapZzC8gbabA5+seh81OEGbJ2dlNY0MmLCLC6//IpjxtmfJLFk3kzEYjHBYJAVazaijs8+6k3xf7/1BmkGEZ1ddpydzSyZO5HS8mre/nQjkpAPjTYcg1rGrAkjqaxvQSKVc6CqHndvL4nRBqy2blLio1ApwthzsIEd+2tIjItFo5BisVqobrISGxmOQaukt9dDMAQaZRjpcUbcXj87DjQQAkLBEBkJEYxIi2ZLcS1TRqYQH6XDGxATrpSyqbiG/bVWZo4dxlc7DrB2T8XAa8hKMvHw9fMob2jDYnPR2mknNiKchdNG0mKxUdXYTo/bh1gSRoggu8rbWHzJVVx9zTWs+/pLxI5G2hoqKSurpKKxnazESORhEtptTooqWzhnbAZjsxNo63SQFK1n1dZSlGEyInQqSuvbcbg8RGhVqFVywv/zdaC+Ha/Pz4ThSeSmxRAXoeXDDfv4Zk81k0YkkRproKXDwfb99bi9fiRiMbYeN+dOykEuV1DV2M6E3EzOnzOZpvZObL0hVGoN++ttjBo1CkOkifxBkmwEgh8Sm83GsGHD6OzsRKfT8cUXXzBp0iQAHnnkER555BFEIhGBQOCwcatWreLSSy/F4/EgEonYtm3bd1LZKxQK8dFHH/Haa6+xb98+2tvbiYqKIicnh2XLlnHppZcOmdDs8Xi4/PLL+eqrr5g/fz5vv/32EetaLBZeffVVvvnmG8rLy7FarXi9XnQ6HQkJCUybNo1f/OIXzJkz55Reh/C54IfH5vCw4HdrDlv2xf/Mw6A9/HqExWI5olJeaWkpmZmZBF1dbLtl5GHPbb3hanyqoT8zyyVyFiQvYHTk4C0KBadPS0sLqampZGRkDLR3FAgEP15C5QrBWauktnPg8chUwwmPH59lotHiJBAMUVTVwdSRMcceJBAIBAKB4KwmEol4/rnnyMkZQUvBRyROvHzIdVv2foi/t5vnn3tOSKwQCASC08hut/Paa6/xzjvvUFxcjN9/eA9qiUTCiBEjWLhwITfccMNhs78EgjPpaNUggKNWiuhvpfDKK/9AIQ9j5uQ8HN2d6JVSWho2EBawk5Mez88mZBGu1aBVSPl0eym7Sqr4xflzcbm9pGSNYu7cc44rVpvVQtogbUhqrP9tjXpoMkhILMHebWfzpvV47B3ERUeweHoubdYuln+5FZ/XQ1OXE6M3RK9Pw1urNoIkDLFESmtnD+FyaD/YQG56DNmp8Xh9ARTyNrQqFZaOThySEH6/D4NGSVFFCxplGBHhSqblppAcqycuIpwwqYSa1k50agV1rTaSYwwMS4iktsVGa2cPiTEROJw+wjVK5GFhKJRyIoxG0pIS2F9rxmJzMHN0OvdcPgOVUo5aIaOosgWbs5ealg4KK5rw+/3Umbvo6g0RZ9ITH2Vg8kgFO9d/yu6tGwiPjEXlbWf68GgSxmUQZ9Lw4foSuhy9qJVhmPQqupxufP4gGmUY5k4HaqWcikYrOw820dHlZHiqidGZcUTqVNgcvRysszAsIZKeXi8d3U7MnXZs3U7cXj+jM2KpaLJSUNFMW2cPGlUYs/PSiYsIx+Z009hux+fx0Gh1kOGRUNPei8EYz9QRw9i2dz8z5+QfVwWJoyX+CATfF4PBwAsvvMDSpUvp7u5m5syZ/PKXv+S66647IqHCYrGwc+dOXnvtNVauXEkoFEIkEnHZZZd9Zy3TRCIRF110ERdddNEJj5XL5Xz00UdHXcdkMnHfffdx3333nWyIgp+gCIOeoKsLn6PzqOvdmnsrKunh1TYVUgUSkeS7DO8npb6+nqqqKubOnXvYcovFwiWXXILX6+XOO+88M8EJBILvlZBcITgrBYMh9tfZADBowkiIPPE+2OOzTHy8pQ7oaw0iJFcIBAKBQPDTkJGRwX333cvjTzyJKWs2Cv2RZV17u1owF63kdw/cf8yWDQKBQCA4fp9++ik33XQTbW1twOClXP1+P/v27WPfvn088cQT3HXXXTz88MMn1JtXIPguFBYWYJD5WDJvJo6eHpTSEJ+t3corr9hIT08feE4sFjM+GOTV9z/llVf+QYReR0dXNyajHqe9m+mjRqLRaJD5e8gbOYwvtxUTCvjISo6hNyBC6hMRnxDP6FwRFp+GGltoyPYfQzm0DYlYLMbW1cXWnXuxuKUYVn9BfHwCO7duxCDzoZNL+eSzb5CGPEzLSKDN6mP7vnLesrYSF2VEIxczYdwwCsobONjsID45irpGM512P06HlVHJRuL0ctbt2k+X3U6YTIIvAPurW/B53czIG0aSSUVbh52PNx0gNy2a3PQYqps70KjCSI2NwNnrRSQKolMr8PoCxERoUITJSIs1MndsOis3H2BDUTVJ8fGs2VFKXYsVP2LW7ypBLhVzw8KJFFU0kxarx9nrQa9RoFLIUSnDcLrczJ2Yi0wmoareTEgsJSc7mSUzR6MNg51FB5AEfYhFfjbt3YTPH0AR7CEuUosoBNFGLaEQTB6ZSKJJT7PVwdd7KkmK0lPW0E55g5UwmQRnr5e8rDgy4iPJSY5CKZcRY9DSanWgksuYODyRf32xm9K6dnx+P8OTo5k4IokJoRBdPb1s3VdPIBTksrmjidSpkUplvLFmD0XV7eTnZqEyRCFXaTDqw9m2d/9xtwE5kRYxAsF37ZJLLqGzs5Nf//rX+Hw+XnzxRV588UXgv600ZDIZwWBwYEz/Z4WpU6fyr3/96/sPWiD4jvn9fmw2G1ar9bDl56QoKHtwBkG345jbUElVqGUnfo9EcPxaW1s555xzSEpKYvLkyej1epqbm1m/fj1Op5Mrr7ySG2644UyHKRAIvgdCcoXgrNTQ3oPD5QMgN9V4UrNJ84dFIhJBKNSXXCEQCAQCgeCn44EHHuD1N96kfss/GXb+g4d9lgiFQjRs+SdxcXHcf//9ZzBKgUAg+HF59913ueqqqwgGgwM3SqRSKdnZ2ZhMJgKBAF1dXVRUVOB2u4G+i81PPfUU27dv54svvkClUh1tFwLBd6q/GoSjp4d9hXtRSQJkJ+jZVlrB5vpqfnHupIFKEe3WThrq6/D5/XgtUtTSIGBAK3bz5botnDdlDMOTDIRCIdy+AL6gCLvLi1qpIjk1FaujjKBIzvRZc46rMsG35eXl82ldNSvWbESvVbJ1+046ul3MmzMdZ3MZb375OVmJJpZcupAvN2xnWIKB4XHhZA1L77tQEgjw3ld7mD1WxNQZ+QQDPmaMyyU11UlEXCqZ6RkcbO0hWSciMyGSsgP7mDg6m817D/LJxmJEEgmVDRZmjE4mM05HuEpGr9tLTmo0NoeLjLgIGtts7ClrxuMLEK6UI5WKae104Pb4mTEmFYfLzYaiWqQSEUHgq10VuDwHaGyzER+hY9roZCK1MnQaJVnJMUQb9TS1ttPpcCORSNFotNS0dGLpcuPx+ZCIQsREaInQqfCI+lrA2Rx2bF120mPDIQT71FJ6eoNsKqphTGYsw1OiMOmURIYrmTUmjQSTHmevjw/WF/PFrgpsdhd5GXHEmrSUVJlx9nqJ0Klwe/1YupxIJCIyEiNw9XoJBkOIRWJSY8OxdrnQaxU4nG7iTTqSonRYulw0tneBWIIhXI0/BCPTE9jf2MW40SORG5NQx2dSY7WcULLNoUlB/Yk/K9ZspLCw4KSOLYHgVN18883k5uZy0003UVpaOrC8/5zs21Us5HI5d955J48++igymdDWWfDj8vbbb3PbbbfR3d192HKxCO4Yrz2uxArB92PkyJE888wzfPTRR2zYsIHOzk70ej3Tp0/n2muv5ZJLLjnTIQoEgu+JkFwhOCvtO6QlSG6a8aS2Ea4KIztRz8GGLmpaHXTY3USEK05XiAKBQCAQCH7AVCoVzz/3LBdeeCG22l0Y0/5bWtZWuxNbXQGvf/KJcBNPIBAITpPm5mZuuummgRsmSUlJ/OlPf+Kiiy5CqTy8V3QwGGT79u28/PLLvPPOO4RCITZv3sx1113He++9dybCFwiA/1aDUEpDqCQBRudkUGvuZM60CWzbW0Lx/jJmT52AWCymoOQgammQ8KhoTOFhXDhnAsWlVXilar7etItV63diHZFEwcF69BEmpAo16wsqaOt2E7+vlnqLg/D4YeQfUpngRFo79LchKSwsYN2Gdfg8QS48bxpquYR4UzglJcX09Chot3ayZcceVEE7UokWc0sTJqOO9DgDcZFagqEgmwrK6bA7SUuKR6dV89nmT4iISUChVDN5WC4ajYbcrDSu+sU81G+uYOU3OzHpZSjDJGiVMjrsDnw+OW6PD50qjOLKZlZs3s+YzDgCgRCWLicl1W3Yez3Ut3aiDJPR1G5nem4SB+rb6bD30tnjo6m9m55eDwAtnXbMXU7GZScRDAbpdbvJSY2muKKezoNNKOQSbE4/TZ29xERHkBpjRKeWYul0sHr7QVo6HYR6bUjF4PX5GZFiYsXmA+SmxhAMhdhfa8budBMMhDB39DBjTBrRRi2IINqoISnGwNe7K4nUqenq6aXR0kVeRixisYieXg9iiYi4SC115i7K6y04er3sKmsiLc7I3Px0vtxVTqfdRW5qNEkxOnQqJW6Pj7aOHj7ZvJ9zxw8jNT6afdUtiGQqtNpw4jMyTyoZ4nhaxAgE37epU6eyf/9+1qxZw6pVq9i6dSstLS10d3ejUqmIiIhg1KhRzJgxgyuvvJLIyMgzHbJAcNr5/f5BEysAtGEiNGHioceGheFXCFXdvk8ajYa77rqLu+6660yHIhAIzjAhuUJwViqpOSS5IvXkkiugrzXIwYYuAPaUW/jZ+MRTDU0gEAgEAsFZYtGiRfxs3jw2b30VXeIYJDI5AZ+Hpq2vMm/+fBYuXHimQxQIBIIfjeeff56enh5EIhGTJk1izZo1aLXaQdcVi8VMnTqVqVOnct1113HhhRdit9tZvnw5t9xyCzNmzPieoxf8lB2a0BASS2jrdFNevpXsBD215k5svSGmz8wB4ItNe1mxZiMJMZGsWbeZWL2cdrOZRF08Xq8Xg06D1Rli6uSJfLZlHztr7Rg1bqaOHUVzewctXQHaAiqcdjm5EyYzZ+7cgcoEJ9PaISYmhvnzF1BfUwWdPsIlHgxqGbbuduTiAMX7y1HLpYgCvfR6vXR02lBGRyASgcPlJlyrxmbvZVJuJuFqBZVNnazZUoDeGMVF501i3bYC1m/cTE5qLEkRSpqbmjhY3UhyjJ5wlRSNQoYIEWESCXWtNpweHw6Xl2iDhpRYI2mxRnyBEG1dPXT2uKmubiM1IRoRIlbvLMfS1UN+VjzF1e2s3lGG1+cfeG03XTgNr8dDe6eD4SlRNFu7CfqDWGwO/KEQcpkUb1CMo8eFTBSitcOOCC2ddidur4+ubifL1xaSYNIxbVQya3ZUYNJpmDYymU+2lTIqLZaIcBW1LZ3YenpxuDx9iRbdPYhFTkrr2pCHSZkxOoWkaD0t1m4a2rqJMWqpaLBic/Qik0potzmparJis/cSrpEzIiWayqYOoozh7DjQQHmjFZvDTYvVjs8fIG9YLA6nm9e/2INKraTR6mLa1KmElMbDEm1OxLdbxASDQZrMVgzx2Se1PYHgdJo3bx7z5s0702EIBGeEzWYbNLHiWCRKLQenjyckHjr5QiAQCATfHSG5QnBWKvlP5QqpRERWov6ktzM+y8SbX1cCfa1BhOQKgUAgEAh+OkQiEc8/9xw5OSNoKfiIxImX07L3Q/y93Tz/3HMn1XZMcHZ4+OGHefjhh890GMf0+uuv8/rrr5/pMASC02L16tUAKBQK3n///SETK75t1qxZvPHGGyxZsgSAN998U0iuEJx2Q1WEOCKhwdxOMBjCIdazrbSFOdMmMH1mDqYIA70eP1NmnYvaaKSopoqqJhtdVh9atZwv21sJV8mQyZWoIxNpbOrgZwsWkpeXP7DfhJx0Fi371ZBtHk6ltYOlswuZzcbonFlIJBKSAgHWbCmgsrGd7EQj508bw4qvt7FtfyOJ7Xa6tpdhtjnRqDXEGRQkRekw6LX4/EFarSYmTp3BnGmTiIuO4pEn/0q7uYW0GAPvrd5GQWktUXoFwxJSyJ+YxZZ9NZQ1WGjtsNNu68Ha3YtWFUZkuBp/IESTxUH2sDREUhX7aiyMSI1l/qxJfLNlN19sLuSbPVV02F0Dr0WnUfLAVecyf1IWmwsr2LKvDrvLg1ohY191KwatkvMmZON0e+h0eqlr7aalo5vGlnbarR1kxEcyf0Ime8qV1LV2UlZvodvZSygE50/OZvP+OmKMWsZmxePxBRCJRdh7PXy5qxy7y01shI5gKEhBRTMzxqSyaOpw5DIpRu0w3vmmiA2F1YzPTqTb6aa80YpMKmHpOaOpbu7ky10VtHY4GJ+dgEgsoqyhnQ2FNYhEIlJiDdx58Qz217ZSUt2GKyCl0aXknAvOZ1RePvnH2QJkMIe2iEmIiaTJbMXmkzH9JJM1BIKTVVJSQm5u7pkOQyA4K4SHhx+xbORjXyLVGPDKZawtffkMRCUQCAQCEJIrBGehbqeX+rYeALIS9SjCJCe9rdw0I2EyMV5fkN3lFkKhkHAjRSAQCASCn5CMjAzuu+9eHn/iSTQxWZiLVvK7B+4nPT39TIcmEAgEPyr19fWIRCLOO+88EhISTmjs4sWLGTVqFPv27WPTpk3fUYSCn6qjVYQYKqEhNjEZlz2RXo+PusYWtuzeh80nY9HCc4mOjuadd94mMVJFvCGMaL2SqgYzz779BcMy0xieCx6pjun/uVl+vG0eTqW1Q4ReR6tFzMp1uzDp1JTVNNBgtiEPkxISSWgwWxk1cjgVda3sKC2jw9FLXk46w5KiUeCh3e6motGKyx8if0QGEMTcbmXDlu2o5VLqrS5qW20Mi9cToVPg8wWQSURE6VXMzc/gpU+2Y7E5kUoljEqLobShnS0ldURHaDBo1LRZrNQ2tZGTFkt+djJ2WwcScYjG9m4cLs/A60iKMXDDz2cTFRlOYUUTFY1WWjp72F9nwaCSo5RLmTUznaykCOpbbVjtbqTiEF6Ph2iDkjEZsUTp1azZVUEwGCA2Qsvw5ChijBpK69vZdbARk17D9NGpKBUyup0eer0BtCoFWqWcbqcbm8NNU3s3cqmEMemxKOUyOrpdiMVg1CqRSiRMHplEvbmL4clRdNh7aWzvxqRXMWF4IvVtNiqbrMQatfS6fcREaJH9530prGii2+khJSmOvIQsRIZULr/y6pM6rg91aIuYGqsFQ3z2wPEnEHyfRo8ezbhx47j22mtZunQper3+TIckEPzglJaWEhkZiUYSZOftow977uXaf+NTKYcYKRAIBILvi5BcITjr7K89PS1BAOQyCWPSI9hVZqG9y01Dew/J0cc3g0ogEAgEAsGPwwMPPMDrb7xJ+WePkZiYyP3333+mQxIIBIIfHb+/r5x/dvbJlaGfNm0a+/btw2w2n86wBIKjVoQYMqHBFhi4WV1UU4Wls4dIg56Cgr3k5eVTUlTIqPQYLr9gBk2t7STEttD+5XbW7i5HlTiaCy+cdcI3tk+ltUNqRiYyrw3kCjbu2Y9eLSMhykB1UxutLc3Mn5yDPwiRei3BYACnT4xWKWXL3oMYVGLmTR5BXEYibTYne0urycgx8OmXawn0WMnPjCXS0IPZ2kV8lI5hseFsKq6htsVGdbSV8sYORqXH0trhQK0IQyoRMXVEMgq5lE67i/LGdqqaO2jqdHLJeZNJjIvhzU/W8cZn2wn9J36lXMaU3DQkYjHtHTZcHj+FB6po6+hixpgMEqL0WLvsVDVasHQ5+1qRyCSo5WJ6nC563T6KK1vo7uklTNbXokQqEWHSa8gbFodUIiY5xsDavdUUVbZg0CoRi0V09vhQqjT4LHZy0uIwGTRolVLUyjDK69tp73ISrdfgcLrp7vFQ09KJWiGjzdZDuFpOjFFLbWsnGwvbGTc8ntGZsRRXtWDu7KGqqYP0+AhSYvQUVbXS3u3CqFPj9ocwGaIIiKSYIk0nejgPqb9FjEBwpu3du5e9e/fy29/+lgsvvJBrrrmG8847T5jsJhD8R2RkJCaTid7u9jMdikAgEAiGICRXCM46JacxuQL6WoPsKuub6bG73CIkVwgEAoFA8BOjUql48YXnuf2O3/Ds3/6CSqU60yEJBALBj05SUhJlZWV4vd6TGq/T6QCQSE6+cqFAMBib1UKUVklpaSmuHgcqjRa9Vkn7f1qEfDuhoaS8BrNLDF9/CRIpPQ4Hw2M1JMToB6peuN0uNHo5unAtYrEYm81GXmY8BlMMw2M17NiyAZPJRExMzHHHeSqtHfLy8jlYUkRVYRHRajHyMBk+vFx/4Ux2FFfwzc4DTBk7guLSSmx+OdNmn0NXh5Xy1h6sPW20dPtR6OS0drSy52ADZU02po/OIEYvp9lsI96oxNfrwN3rYfakLGJNOt79qpCPNh1AIhaTmxaDLxDC7vKSYArnZ+MzEUnElNa20dXjobqlk/ZOOxXVtQxPMDAuO4GvduhosXaTFBPBzRdORqOUU9ZoQR8ezs6SaqqabUwZHktmgpG4SB1yqQhXr5cd++tx9XpQK+TYHC5aLHYMGjkVjRb215iRh0nJSIigzuxgdIYCk06FVq2g3eZErQyj0+nlQFM33qCYMSOy2LO/gua2TjITIiAYxO3xkxylw2JzsLO0AYfLQ1KUjiZrN0VVrSRH64nUqTFoFGiUchrMXSSYwpFJJNSbu/D5A9hdbqzdLsZG6/8Tj4mDDR34gx0gDSNSokEs1ZEvtO0Q/MgMGzaMiooKADweDx988AEffPABcXFxXH311Vx99dVkZmae4SgFgtPHHwjicPnodh75+dcf8GO1Wocc6/G7j3s/cokchVRxUjEKBAKB4MQJyRWCs05JrW3gcW6a4ZS3Nz7rvzMBdpdbuGhG2ilvUyAQCAQCwdll4cKFLFy48EyHIRAIBD9a06dP5+DBg+zbt++kxtfX1wOQliacrwlOM4mUrdt3Mn/ScCIN4XR0trB1x0EyJ5x7REJDSXkNu/eVMW3cSNIMIrbu3EVDUytLz7ueuJiogaoXcqWGeouFvfvK6LZ343U6EMvkzJiSy4XzZg5Uxpg/fwFms3mgSoYh0kReXv6gSRcn29rBbDazbt1aiouKqK2uIC8jhvRkJbF6JSMzEgkPD2fzvjpqrW7kOhO5aclcfvkVAOj1enR009nZyepNe1DKxEwYmcba3WU0NitRiEwMS4jE6XLTIRdjsTto6+yhzeZELpdRVNmCIkyKVq3EqAunob2TSL2KMJkUuTyM2Egd47ITsTvdGMNVqOQydpdWE/AHmDYqjaqWDq48L58RyZF8vqOM4opWhqUECfi95CRHMj0vE6UUqhrbEIklqJQyQiIRrZ09eL1dtHY6yIw3IpVKyE6KRC6T0mjpprbVRnm9haxEEzq1EplMgkYlx+0NkJSUyDkzJ7Ot4AC1G4txdHcyJSeBSTlJtHX3sL2kDpmkL2HEGK7k3W/2IRKJEItgUk4ith43tS2dOPRqmi3ddDp6SYs3sqe8hQazjVHpMeSkRLO2oJqyeguzTZlEm9REJWay+2ADakM8SblTyRfadgh+hMrKyigqKuLdd9/lgw8+GPjb3tzczOOPP87jjz/OlClTuO6667j44ovRaDRnOGKB4OSt2d3I/y7fR0+vf9Dns7Oy6WxvOuX9yCVyFiQvQCISEpAFAoHg+yIkVwjOKv5AkNL6vuSKGKMSk+7Ue4xlxusIV8mwu3wUVFrxB4JIJeJT3q5AIBAIBAKBQCAQCPrccsstvPLKK2zcuJGKigqGDRt23GMdDgerV69GJBJx6aWXfodRCn6KQqEQHd0u6s02AohpMtvo6HaRyeEJDQVVlewsriZcGiRCH05yQiwhdybyUC/FpZWIxWIK95dTVl6B0wmayDg2H2iht9uCiCDhkTFMnZD/39YiVgtms5lPVyzHIPORFhM5UPli4ZKLh0ywOJHWDv3bt7dUMXtENAlaCJMEufyCWRTsO0BlXRNBsZyZUybws1mTWbFmI+r4jIHxhkgTlsoG5AEn541NIz0plo/WFxAmC8Pt8ZKeEElStIF2SwcbCytoaOuix+UjKVrPuOFJGMJVbD/QSEmthcwkCU3tdoqr2oiN0CGTSvD5gzS229h2oJ6lc/P52aQs9pQ1sb++jbJ6C7kZcSCWsLagijZbDzPHpBAIBAlPNVHd0k1ds4UpIxKxO3tpsXTT2NZFr8eHXq2g1NpGWqyB7KQoFHIZ8yYMo6TWTFyUjgSTjmaLneYOBx9tPkCMMRyXP4QfGeJADx9+9g3hOh319S0snJzB8NQYQoSINWgwalVsLaknOdpAvElHhE5FWqyBMZlxeH0Bdh1s5EBdGwatEkKQFm+ksd1Oj8tNflY8yTEGQiIYnRlHSbWZrSV1pKSkkRITzfjpw1j080uEpArBj9qYMWMYM2YMTz75JNu2beO9995j+fLltLW1AbBt2za2bdvG7bffzkUXXcQ111zDzJkzz3DUAsGJ8QeCR02sALDb7Se83etyriPckHDYMoVUISRWCAQCwfdMSK4QnFWqmu24vQHg9LQEARCLRYzLMrGusIWeXj/ljV2MSDk92xYIBAKBQCAQCAQCAYwaNYqHH36Yhx56iGXLlrFu3brjnpF6++23Y7PZyMzM5JZbbvmOIxX8mA1WJUIUDPCzOdMQicTUWG0YIhOYNyeersB/b4jYbDZ279xGj6WJEcMTaKzaT01NDSOz0tEo5dTVN9DU3IRBDgl6GUqFmJBKTWzSCPYXFyLydHPtwgVEmyIIBoM0ma0Y4rMpLCzAIPOxZN5MxGLxQOWL/qoWp6p/+yNHZxKllXDOtHyeemU5r69YS0KUgS2FZYjlWubNiWfFmo3YfDKyEhJZvfoLbFYLIbGEnQdq0foszBiTTnFVCy4fuFw9bN/Xgd/rYeywBMw2O81WOzUtneg1SpKidWiUCiKNeoyRUexrdKJJSEflUbCvoRk/NUSGKyitbeGL7Qfx+YOs2nqAy8/LY8aoZIzhShy9HuxON7sP1tPj6mXm6HSm5KawubiKWKOJQCBIWV0r0TolQaCs0UJJtRmFTMqug43YnW6SovXUmG2My4qn2+lGjAilTIrXH6TL6abT4aHa4kWiFDMmO412WzFauYj89FhUSjnb3DYIBXC63IQCPpy9PqQSMSq5lCZrN03WbnLTYkiK1qEMk2LSqQlXySmobGFkajQqeRgtVjsN7Ta8/gAquQydWklbt4sIg5GE2CA7K60Mnz4KU8YYoVqF4CdnypQpTJkyhb/+9a+sX7+ed999lxUrVmCz2XA6nbz55pu8+eabpKSkcO2113LVVVeRlJR0psMWCI7J4fIdNbHC73Hi9/QcsVyn02EwGAgG/Ph7bEc8r5QoUcvUpzVWgUAgEJw4IblCcFYpqe0ceHy6kiugrzXIusIWoK81iJBcIRAIBAKBQCAQCASn1x/+8Ae8Xi+PP/44EyZM4MUXX2TWrFlDrm+xWLjjjjt47733SE1NZeXKlUKJcMFxGSyJAhi0SoRaZ6TX5R9IcAj+J8HBEG8aqPzQXrefHBME9VF02rqYPiqN3eXNNLTqqLc4KKurZOrIJJKT03GHolg8Jo+1WwtRGwzc/pu7+XTFcrbt3U9CTCRNZis2n4zp+WNZ+9Ua0mIiEYv7qmceWtXidLBZLaTFRKIOE2HrMpOXGMd508axubiWVrsFDKkoNRq+2rGfiJh4pk2bzo4tG/77Hpnb6XH04AM++KaAbqeL7m4H00YkEPD7abR08+66QnJTYlg4JYe31hRgd3nYVdpCRISeYenJREQqmJmezD33/x6z2czbr/+L6oPFvLtuM3VN5oFYu3p62V3WxKi0aKqbrbTZXEzJTUcmCvYlLhg01DRbCASCOJweRqREY9AoiI4IZ0NRNVXNVuJMOmaMSiElxkBpvYXKRgsaVRhVTR3ERoTT5XTTZOmmuqWTqaMzyEoyYe50cKCynuq6JhrMVi6YMpwFk3PYX92Cs8eFw+VBIhExKi2OvRV95dtHZ8SSFG2gvNFCaoyBSL2a1g4H9eYuEIlwub0UVrYSJpMglYjxeQPYXB5S4kxoDZGEx2hJTk7BX1zJlMUTWXr55afl+y0QnK3EYjFz585l7ty5vPTSS6xZs4b33nuPVatW4XQ6qa2t5aGHHuLhhx9m9uzZXHfddSxduvRMhy0QnBS1XELxV/+AUPCw5Tqdjueffx7rjpVUvvk7Aq4Tr2whEAgEgu+HkFwhOKuU1Pw3uWJU2ulNrui3u9zKNT/LOm3bFggEAoFAIBAIBIKfunvvvXfgcV5eHnv37mXu3LmkpaUxefJkTCYTEklfSWOPx0NVVRUbNmzA7XYjEokYP348zz333HHtSyQS8cILL3wnr0PwwzdUqw1VuGHQKhGeUAibT8aKNRuPSH4oKNiLQebDEB9BrEpPblYKr61cz7aSGsQEWPn5l8Sl56A2RKPU6FAa48hKTiJcGz6QJHFoa5EaqwVDfDbT/1OhwBBpoqm5jPHB4EBiR39Vi9Ohf/tzpuSxv8PC3n1l1DWZkcoVmGJSkEhEJBoUJMSMpMls5fNPPiQr0cSSSxcOvEebd+6ltamV3GQDJZV2xg6L4dxxmXTanXQ6eqlstCKXyahvszFhRCJ6jRJvIEin3UFyjAnLwTrMTU2YzWZiYmIwRsXy5yeepru7eyDOeJOeS87Jp93Ww0ebLOyvaWfmmHSGp8VRUdNETbOVQMBPdlIkBq2aBnMHLR12unt6sbs86NUK4ozhZCZGkpEQgV6tZOpIFd1ON03t3YCNlg4HUokEh9uLXhfOvddcwP7yWpZ/s5s4g5JwjQJR0I8oFKSkqokWSzfDk02sLajmQI0Zv89Pa2cPvR4fuWkx6LUKdpc1sru8kVlj0gGIM4Vjc/aiVcrJSIwkK8GEuauHg3UWLpg5hja7j9KGDvSGENXmfdh8Ms7LzT0t32uB4MdCJpOxcOFCFi5cSG9vL5999hmrVq1i69at1NfXs3btWtavXy8kVwjOOu/+fg46dRgeVzex/7vxsOdKS0vJzMxELIKtv8oREisEAoHgB05IrhCcVforVyjCJKTHhZ+27cZHqomLUNHS4aKktpNejx+lXPjxEAgEAoFAIBAIBILT4ZlnnkEkEg38XyQSEQqFqKmpoaamZtAxoVBoYMzy5ctPaH9CcsVPV2FhAXJfF5mpSbhdPWQmRFBc0UBJUR0Xzhx9RJWIgtoO9BGRFBQXsqe8maTUNPR6PWu/WsP+/SXMyU+nuxc8Pj8qlYK0xBhWbSwk4Pfh7PWQnWii3tpDUKYmJydn0CSJmJiYQdt85OXl82ld9aCJHadD//bXbStEr1Wye389NW0eps4+DxEiZC7zYckm5eVl9PQ4DnuPIvRa6qpdHKxzU91sITsxAq8vQK83iNcXIMqgYVNxLeeOyyImQkWDuQutNAx7j5u/f7CGyRMnMDLBxK5dO1mxYiWvv/76QHxhMimJsZH8bGIWcZFGyuub6XK4yBsWz9zxOSjkYqzWDpRhEtbtqSQQCBCl11DZbKXL3suEnAR0aiX+QBB7rweRSIRerSTKoKHH7cUYruZAfScOj4uqJitxUQYSo/VkRhr4dMMu6pot5KRGkxytx9zRjSgUwNzhQCwWIZdJQCwCQlQ0WkEkIkqvZvy4DJos3ZTWtaOSh7GvyozXH8Tj9REIhKho7GBiTgLZyVGoFTJ6fQoyk6KotbhISElj7/5K0hPFpCUnEq0NZ8eWDZhMJmJiYk7L91wg+DFRKpXk5eXR0NBAR0cHXV1ddHV1EQqFznRoAsEJ06nDMGjlWNyiI56LjIxEKpXitVuHTKzwh4UhVeu+6zAFAoFAcByEu8eCs0a7rRezrReAEckGpBLxad3++CwTn2yrx+cPUlzTyaThUad1+wKBQCAQCAQCgUDwUzbYzZBj3SA5mRsohyZxCH566muqoNuKz64gUqfB1t2Oq9uK2+2lyWw9rEpESXkNNY0WJikDLJo+ioqaerbs3Mz4UdnkZqVxwNPN1u07mTY+l7aGKrYXlrNlbyl2Rw8ZCTH8bHoG0fEmZDIpB2rbTjhJ4mhVLY7HYO1PDr1JHxMTw8SpM/nkk5V0FJYTERPPzbffQG5uLn9/4Vm0ATt7du1EpdGSmJRESmIcBQeqCB7yHlXVNtLd3cPw4XHIxbF097j7WnBEhCMRq9lb1giI8Pl9BIMhUmONiEQinG4fhdU1KNRaVHIZt9xyC83NLQOxpSWYyM9KwusP0GJ1og/XMjIzkc83FeLxuLF1dxLwBxCL+tpw+AMByuotlDdYiI8MZ97EYcjDpKTFGtlSUkdDaxc5SVFEGjSEySQoQzI8viAyuYIRWRmcO0PD9j1FdHR24nfrSUtPoqymhWAggMPlweP1o5KHUVZvwdHrITvJRF2rjUAwRJhUgjgEYpEIl8eL1+dnXFY8YpEIc6edykYrOclRpMcbUSvlROjU6MM1aNQqvBIVxng9FRYPYcYkLluUwhVL5h/WgqawsGDQ5BuB4KeqsrKS5cuXs3z5cvbt2zewvP8zwfDhw89UaALBdyIYCuL0OfH5XIM+7w8Lo3LWNCZLhNt5AoFA8EMg/DYWnDVK6v7bEiT3NLYE6TfuP8kVALvLLUJyhUAgEAgEAoFAIBCcJq+99tqZDkHwE2Hp7EJmszE6ZxYSiYSkQIBvdpQgV0Yf0f7jQG0b+VnxA9UblNIQLXWVxEUZmZifS2JcNE8+9y92FFegCROxbvcO9lc2MmlUGgtmj2d0bg5lVY1olTKyhw9HHZ9BUU0Vls4eIg16Cgr2HpHwMFhCxMncWB+q/cnCJRcP7M9sNrNz60aGx2pIyJtKk9nKji0bCIVClB08SEyYkwmZJrq7zBRZ2nD0+gjItAPvUUl5DQUHqpiVE8nV88fhD8FLH2+ltqWTXrcPtz9EeXMXPl+QsgYLGQmRpMVHEmMMx2J3kxJrpKGhCYtaO5BYIZWIueuKc5gxJpU3PttBRqyB5LgoOuxOvt55kNrWbpRyGVEGLWEyKVq1gsY2G+bOHs4dl4lKLiUtzkh0hJba5k7217bj9QeJ1Gvocvr4ZPMBTHo1nT1+WrvcyGRhROrU4OtFLZcQqdahU8vodbuJNapo63TQ6/ESbdAQCAXRaxRUNFjweH14/QHGZSfS1N5NYWUzvvIgKbEG9BoFDpcXh8uDRiUn2qhl0ogkYiLCCZOFYel2MnJYGs5eDwqjlkZrDwaDlt4eO3HD0o+onlJjtZyGI18gOLtVVFQMJFSUlJQMLO9PqIiJieGyyy5j2bJl5Ofnn6kwBYJT4vf7sVqthy3LnZfLvxr+hbfOi8zVy9Rvjdm17FJ69TpC4tM70VRwat57773jak8UFxdHc3PzkONqa2tJSUkZdGxzczOZmZn09vZNOP7zn//M73//+6PGIBaLCQ8PJy4ujvHjx7N06VLOO+88IflcIDjNhOQKwVmjpOaQ5IrU7yC5YljkwOPd5cKJrUAgEAgEAoFAIBCcLldfffWZDkHwExGh19FqEbNy3S4Soow0tXfi9ItJSUscqBJRUFVJQ5OZ2ppqRE4LiSYdeWNG4XY5yUyOoaGxmdXrtmLrshERYaTVEWLkyBwc5RZyR2jIyohj9MjhqJQqdFoVdbsryZ8zgby8fJrqqvuSGWL0RyQ8HE9CxPEqLCzAIPMd1tbj21UQBlvnnY+/4H+feRplyIVFIWNbcRWZKXFs3L6Hg+Ze8seOZ11BFVWVn+OydyAK9BJl0NLeYafb5SUhMpzyhnb217Uzfswo/vjAXbz+zsfsKS4hMSYCvd7AvppqWqx2NAoZOwqKyRqZT2J8LG6ngyduWcgF03L5fOt+hiebMBm0pCVGMjMilZ4eJx63B58vSLuth1Ao2FcdosPB8CQTXp+feFM4PW4fafIwtBoFcdFRVDS2kxDTjVoZhtMbROEVExkdQ63FiUYJsVoRGQlJtLW1EaFV0G5zEAqE0CjlFFe14nApMGiVHKg1U1rXzqKpOYzLjqei0UpxVSsurw+n20+UQU11cwdeX4DkGAPyMCm9Hh+5aTF09njodFqQSqTYe/28s3o7ERERBMRyen0wb850tu7dx9btO8nPzcag1x/RPkYg+KkpLy8fSKjYv3//wPL+hAq1Ws2FF17IlVdeyTnnnDOQmCQQnI0+/PBD7vnNrXR3dw8sE0lELLh7Ad6gd8hxPoVCSKz4ASoqKgL6kidSU1OHXG/SpEmDjut34MCBIZMrHnzwwYHECoDRo0cPuq3Y2FjS0tIACAQCdHV1UVlZSWlpKW+88QazZ8/m3//+t9CC7Adu9+7dPProo2zbtg2Px8OoUaO4//77WbRo0Xe6jdbWVp5++mk++eQTmpub0Wg0jB49mnfeeUc4Zo5CSK4QnDVKav+bXDEixTDwuLW1ldbW1iPWP3jw4GH/fltsbCyxsbED/9dr5AxL0FHR1E1lUzc2hweDVn66whcIBAKBQHCCvF4vgUDgTIfxnZFIJISFhZ3pMAQCgUAgOCsN1RIjNSMTmdeGymCkxtqN3hBLcoqC+PQMAGw2G7t3bsPf00lughpx0MNXX39N+cFSwrUqdhYeoDcoI1IjJjXKSGONi1BQilZvJCUlBbm/G49Ixeqt+4iPMrJpVwm2oJb8/LEUFOw9asLD8SREHC+b1UJaTCRisRhzu5XC/eWUlVfQU9488F7YrBaitEpKS0tx9TgIicV0tbcQ6G7l3Dn5dDp6Kahops3uo7yxg9T4aOI0sLlsL8OjNAwfm8OnW0rYVFxNm81OlE5NhF6NIVyFSqPlwgvOZXz+aLbvLqa1owuLw8/+unbqW6xEhMsR23vJH5lNZKSciHAVI0clU9/WzXvfFGC22FCFSWi12lErwqiqb0YVJsZkUDMmI5ba1i6a2mykxOqZPDKJuMhwyuotdHS58AeD2J1ubI5erI4GZBoDhshYGltbWZAzDINWTcHBWorL6xg7LJaRSRGESQIMS4igptmKTi0nJzUaiVhMa4cdm6OX0to2WjrsJEbpyEiIIC4ynEidmjZbD3vKm7hwWg5SiZgD9W00mLtIjNKRFhfBrrJGqpo7GTksmfxxk+jp6aHGuouariBEGIlUSbn/6ouJjTYxesQwnnzuX7z27kqmThx73O1jBIIfk7KysoGEigMHDgws70+okEgknHPOOSxbtowlS5agUqnOVKgCwWl1//33H5ZYAaDUKlFoFcc1Xi6Ro5Ae37qC715xcTEAd911F7/97W9PeNzw4cM5ePAgpaWlnH/++UesV1JSwptvvklmZiZVVVWEQiHGjBkz6LZ+85vfcM899xz2nNvt7kvouece1q9fz/z589m5c6dwDeoHavXq1SxevJiwsDDOP/98xGIxn376KYsXL+af//wn119//Xeyje3bt7Nw4UK6urqYPn06c+bMobu7m507d2K1WoXkiqMQkisEZwW3N0B5Y9+Hj5QYDTr1f/8IvPzyyzzyyCNDjl22bNmgyx966CEefvjhw5aNzzJR0dS3n70VVs4ZG3+KkQsEAoFAIDgZXq+X4uJiXK7Be47+GKhUKkaPHv2DP7lNSUmhvr6el156iZtvvvlMh/ODceDAAebNm4dOp2Pt2rVER0ef6ZAEAoHgR+3QZAokUloa6kiJVB5RAaK/ekSvx0d6SjJNZishpZGEhEQ+XbEce0sVefFyJETjF4dhCldQVFpJ4b4DxMdGcaC6lZRYPZlxRvxBGDNiGI69pZTu3sj0sbl8uW4Lzh4HLk8kOw40EpBpueHmXxEdHX3MhIdDn4dTawthiDTR1FxGormdz79ej0EOCXoZHW4/n65YzsIlF4NEytbtO5k/aTiRhnCKDpTT1FRP/qgskmNNTBgdQV3zlxQdKEchCXLOtPFsLSpjyohEZo9OBbEIq72X8up6jBoFYVIJW4prsTrcZCTFcqCijiarizZnCKdfRGF5A19tL6Gm2cKU3FSmTxrHdVctpeLgQTaGK1HKxcREaKiqb+PLHQcx6tXEmgx4vH6ijWpCIhEGjYIGcyftnXaGJUUyMiUKpUJGmFSCViVnX3UruRlx7C5rYn9NO2EaPSmJaqRhci48fx7W9lYKS/eTlWxifFYcUTole0urSY83YlCHUdfagVIuQ6eW097lpLvHTVp8BPVmG15vgFFpkZQ1WPB4A6gUUvz+IF2OXsLCpIRJxSjCpIzLTsAYrkKrUTMuJ42tJfV0uGUYouJxBq3kTJjNnIRkdm3dRE5aLCpl38SduJgofjZnGpv31VNjC2GIz2Z6/ljhM4TgJyM3N5fS0tKB//cnVADk5+ezbNkyli5dKvxMCH6U7Hb7SY+VS+QsSF6ARCQ5jREJTkV/1YhRo0ad1Lhly5bx+9///rDfiYe69957CQaDLFu2jIceegij0UhCQsJxx6BQKFi2bBnjx48nPz+foqIi/vGPf3DbbbedULyC757T6eTqq68mPDyc7du3k5mZCfRNGp84cSJ33nknS5YswWgcupr/yWyjtbWVhQsXEh4ezrp16444jn7Mk91OByG5QnBWKGvoIhDs+8D97ZYgN9100wmVxul3aNWKfuOzTLyztgroaw0iJFcIBAKBQHBmBAIBXC4XUqkUmUx2psM57Xw+Hy6X63s/Wfnb3/7GnXfeCcDHH3/MkiVLvtf9/5isXr2apqYmmpqa2LJlC7/4xS/OdEgCgUDwo/Xtdhpbd+6ioamVpeddT1xM1BEVIPrbf9RYLQM3sPurSowcnYnfbiYzwcjm4lqaLA7CNUoO1FvwiOSkpaWQZAijutXGsKzhGMJcZMZHINOaWDB3OmNGZPHimx9idgSJTBhGpEFPY2MDkZGRx0x4UOuMNJnbGB8MIhaLT6ktRF5ePp/WVfPimx8SqxGRnJyOOxTF4jF5rN1aSGFhAaFQiI5uF/VmGwHElNW1Ynd6mZWeQmOHk/e/2ETI70YecNDS7uDJF9/E3uPkyvPGEOT/2bvv+Krq+4/jrzsybm7WTXKTm70JCSSQQNjIFgFBcVShuKr+rFpbW7W2jtaqddtarVoHKm4UGYIMZcomkJC997pJbnIzbnJzc9fvjzS3hCQQEAT0+3w8+ijec77f8703l0vuOe/z+dj59kAuPp5uXD5hBLVN7fj7uOPd1IGnXyCa4BCyK/WMcA9FW1tNpI8TXx2ro83QG4w9nFvJr5cvRltdTkl1PRNHhREcoKKr04Cxp4fJieHYbCCTS6hvbsNss6FtMRDu742X0gknuZzWDiNuri7I5VL0nd3o2o0Yus0cyquhXtdOoL8PKxbPwGS2sXFvFt/t3I3KQ0HyyFBuXTKNf330Dd3dRjyUzlQ3tRGq9kKtcie9sJa2rm6kSPBwc8FJKiUxUkOrwUiD3kBUkIqKhhbsNju1unb8vJXYbTbaO80YjWZC/LwJClAzOiaMTosEqbs/tZ1OlOnt4BaAvbkC564Gwv3dqa4o4/gxd8aOS8XD3R2jycKM2XPOuFKJIPwU5ObmIpFIHKGKiIgIli9fzk033URcXNwFXp0gnBsWq422zqHbfJzI09PztPvcm3gvHj7BIlhxEWlsbESr1QJnFq7oGyeVSlm+fDmPPvpovwo+fXbu3MnWrVuZO3euo3LAyVUrhruGuLg4brrpJt566y0+//xzEa64CH300Uc0NTXxz3/+0xGKgN7qJr/73e94+umn+eyzz7j33nvP6RyPP/44BoOBvXv3Eh8fP2BOmUx85pyKCFcI59RQLTpO5+QWHSc7sSXIyeGK0409E2OifXCSSzFbbBwpbMRutyORSM7J3IIgCIIgnDknJydcXH6abbosFsuPfsyVK1c6/vzOO+9ckuGKzZs385///Ifg4GDefPPNC7aOG264ga1bt+Ll5cUVV1xxwdYhCJeqzs5OPvnkE3bt2kV6ejo6nQ6DwYC3tzeBgYFMmTKFRYsWDVomV/j5Obmdhr27HRe7kcy8YoI0/o4KEOklxWzZstnRKmT0mGRqa2vY8e1WcnKymTQykGa9ni5dE870ILGbKSmvQmK3Eqb2Yt7U0WQWVZFTXElAYCChYWHk52RjMJqICu89FxGk8WfKuEQ2f3+M+EB3QjTejsoZE6fO4PApAg8mux292Yl1W/cQovEbtC3EUO1OTqbRaFi89Hpe/WclCncJCp8g4sLD8PTwdFTDkAATUpLIr65lX1Yp+o4uItU+qNwV5Da1IcVCTIgfRzuNjAz1IUDlweGCGtLzynCW2unu7iYo3AeD0YRcJiFC44Nc7kxGmQ6dthb30ETKSkupKC1iX3q+44Kpi5OcyWPjuGL6OPalHaeirAyprZsDx4uobWghNsSXcSNDsFglmG0WSqqaaDN0095pRIIXY2ICKanTsy+rikP51UQGq6lraqeyyQASZ5o6jPj5+XHrkumMjAqlslaLQtKDxNZDj9GCubOdLzbtwmox09zaSZlUisJFjtlsxWa14ySX0WEw0dzeRWKUBplMisbHncvGRLF+by5mi5UAlTud3T00thowdPVQ39JBkJ8n3RYrhTU6wiPCKW82Eh0bT6DZnaSYFBYsWMiWLZtx7mpg6RUzaNS1sHHrdg4dy6K22YCLm6doAyL87Hl7e3PdddexYsUKpk+ffqGXIwjn1Na0al7+MguD8fTf9fPy8giKCOKf2f885X5uTm4iWHGR6asYERAQgL+//xmPi42NJSIigoCAAPLz8/tdg7Lb7Tz00ENIJBJeeOEF3n33XQDGjBkz6Fxqtfq018amT5/OW2+95RgjXFw2btwI9J5jOtnSpUt5+umn2bFjxynDFWc6R3t7O5988gk333zzoMEK4fREuEI4p07XomMog7XoONGpwhXnMtDh6iwnKdKHY8U6tC1GanVdhKiVZzy3IAiCIAjCxebQoUNkZ2cTHBxMXV0d27Zto6qqirCwsAu9tDPy4YcfsnHjRm655ZYLuo7Q0FC2b99+QdcgCJeqV199lSeeeGJA32m73Y5Op0On05Gdnc1bb73FyJEjeeutt5g2bdoFWq1woZwYMsjJyWZ2SrSjnYa7pxfuChf0Lb3nCmw2G9mFZZRVN+GvsBKl8aOo+BjrPv+Q1KSRJMZFcaRFy9Zt2SydPZ52O+SVVlFQ0UBptRZXJxk3XzmFyEAvojWjebOxka17DmG1S2g2dNPQ2Mo1145wHOvAsWyiNN6OC+jN+lYOph1Gq9Nz1VVXU14xROBBbx20qkZfCfyTK3Sc2O4EGDR0MX3mbJqKj2Gz2SjIzcXVTUlRWRXq2HG0tLRwJD2L6WOiCEmJIqeokq93p+Hsnk1pRQ2JwR5022WoVR5MiQ8mwEdJSIAPH209gi2rFJWHkqOFtUQF+SKXyWjrNFNQoaWpuQN3dw/a60r5eP02Ogydjp/blDExXD93PFsOFfLGJ1/j5+5MaVUdXcZOpo0Ow1shJyrIhy5jDzKZFG+lC9FBPkikMmoaXVG4OlFW34pV4sz8y1JZu/0Q2WWNRIQEEKwJoKKhDaXcg4lJETjL7PR0tVFeWUNUgBJ3hYrqxla6zT2EKNzx9XDFbDaTW6ElSO3NlCA/NL4duLrIMPVY0bZ0EBXsg4ebM2X1LXi4uTJ9TBS7M0pp6+xG5eFGWIAKXy831N5KrDYpYxOiOJZfS2mTkcsTJ1DbYkRnlCLX6/n0o1X93qsafz8WXzGXzzdsJa2wnvlXThBtQISfta+++opFixZd9G0RBeFsWKy2YQcrAPz8/JDLey/PSWw25N0mnLq7z+cSz5rNbsNoMV7oZfwgCrkCqUR6TubKzMwEzrwlSN+4vqBEYmIi27dvp7q62nFe5tNPPyU9PZ0VK1aQnJzsGHNy5YozWYOvry/QG27v6ekRn8E/0ObNm9m8efNp94uNjeV3v/vdafdLT08nODh40JBMUlISMpmMgoKCczrH1q1b6e7uZsmSJTQ3N/Pll19SWlqKt7c3S5YsITEx8bTr/rkT4QrhnBqqRccVV1xBU1MTarWarVu3Dth+qnSd3W53hCs83ZwI83fvt/1cBzrGx6k5VqwDeluDiHCFIAiCIAg/BX13PCxYsIDDhw+TnZ3Ne++9d8qAqyAIwrlkt9tZvnw5X3zxheO/TySTyQa0S8rPz2f27Nm89tpr3HXXXT/aWoUL6+SQQa6pjf0HD5OSOBKVtzfBISGs3byDnqZuDqdnU6PVkVveQEpcsKO6hUJup66imCB/HyamJFJSXsWWrRWU1jQhl8nILddR3dCOVerEmPgI7DYb2oYm1L4+jIwJx0XXQ2ZxDTqjBHdnKZ+t/YYxo0fS2mGkxdDD7CkpvZUJtu1ApZAwJSGIgpoaDu/fw+gxyTh3NZCQkDCg/YdGoxmyJcTJFTr62p3s2LGdrnb9oKGL4OAQ1n3+IXUVxYT4e5NRUEZBdStXXucLdvD1ciNco8JX5c6YEaEUVjdR3ymjsKqR5kYLHYYuUmIDsNttlNbo6DaZiAlRk1/ZSFePFaPJioenJ74ebny9P5fi6kZiwoLQtrSz+fs9mP9bicvZSc5Dty3m5stT+Gr3cZwVSnYfK6ShsZmm1g7mjIsmOSaIGl0bIMHdzYl6XTuRgSqyS7RYbHbMVhvGnk6cXFwZPzaOyNBAjuaXUVDZSHhkFB5KN6ZNDWT1N7s4cDSLtiY/Zk9IoLSqHn8vN1yd5fhEaWjtNFHd0E6PxUJDi4EKbStRQX4UVDYgkUiIj/DH3dWF+mYDBmM3nkpX3Fycaenows/LDU83F2JD/bj6sjHsPl5GUmQAFpud5m4JIxMSSRzfw7HiJhpMbuDm6WgDEjLIe9Xfz4fQ4GBGThgpWoEIP3uXYtU8QRiuji7zkMEKpYsMi8kw6LaAgiJid+9D3jO8ViIXgtFi5MWMFy/0Mn6Qh5IfQul0bq7z9FWA+O67705Z9Xzbtm1cfvnlA8adHK7Iy8sjLCwMk8nEY489houLC08//TR2u52srKx+Y06eazjhis7O3hCsi4uLCFacA0eOHOH1118/7X4zZsw4bbjCaDSi1WqZPHnyoNvlcjkBAQHU1dWd0zmOHj0KgMFgID4+nqamJse2xx9/nD/+8Y8899xzp1z7z50IVwjn1FAtOvo+tJ2dnUlJSTmjOWuaOmk19P5yMTrSB6m0/z9Y5zrQkRqn5q1N+UBvuGLptIgzWq8gCIIgCMLFpqOjg9WrVwOwbNkyIiMjHeGKv/zlL447gYVTs9ls2Gw2xx1GFwOLxYJMJhOt7IRLwqOPPsrq1asd/danTJnC7bffztSpUwkPD8fFxYWenh6qq6s5cOAA7733Hnv27MFisfCb3/yGkJAQ0SbkZ+LkkEFoUADPv7aS9z9bz9SJ46jR6vAIGoEmJJw92eXk5RfSWFeJi7WDkrEJjIiOpLurk9hwDVXVtWzZuZ+0jEzio4Jo67ZRUddAgJeKmamjOVqsJSTQlx6bBb3OQGBoJD6+avzD/MgvKiYkwJmxSaM5cCybr747xPTZl3PZ7Pno27WkZ+ejUki4evYEMvNKiIkbRXFN87DafwxGr2siSuPn+He5r93J+j0ZjD8hONIXuti5cwelpaV0d3ZwrNnEzsPZ+Hp5MDkhlK66QkrqW1kwNQmFjz86QwduPkFMTLWzeU86IX7uGJq19JhMVDe0UlTdSHiANyNCfMktb8LTXcFNS2ZTWVPHwdwqquoaaOs0MT81jtauHjbsTHOs213pxq+WzmZ0TDjvbjxARnE93d0mgr2dmTcmiYM5VWi8lVQ36unqMVOlbcPb3RVdaxe1OgNdPVakUicqG1qx2iRY5EqkRTVsPZRHhc7E3MnJXDEpAYvVyqZdhwhyt+Fpd8bc083a7w5R09RGs7cb4+JCSIgIwFvpwrvfHKW5rROj2YKhy8TO9FKkEpg9LhqTyYqvp4zpSeF8uj2TvVkV+Hq6UVjVhEzuhEwmByRU1Ddjs0NuZRPxkUF4qjxJHJtMxXf7UHp6AVBaWkq4l+SU71XRCkQQBOHny10h5875kex42TZgm91queiDFcJAfVUjRo8ejZeX15D7nXwdbLDKFQC5ublcccUV/Pvf/6aiooIHH3yQ8PBwSktL6ejowMnJiYSEhFPOdSp9F85PrJy1ePFitFotaWlpg4558803ueeee9i5cyezZs067THOp40bN7JkyRJqamoIDg6+oGsBeOKJJ87ZTUrt7e0AeHh4DLmPu7s7jY2N53SO8vJyAH77298ye/ZsnnvuOQIDA9m+fTt33HEHzz//PImJifzyl788o+fzc3LxnBUUhCFknaIlCJz7QMfIMG/cFXIMRgvHipqw2uzIpOJktSAIgiAIl67PPvsMg8FAaGgoM2fOJDY2lscee4zq6mq2bt3KwoU/7E7K1atXs3LlStLT0+no6CAgIIDp06fzwAMPDPl7WGlpKStXrmTHjh0UFRVhMBjw8fFh8uTJPPzwwwNS9yeHB1atWsWqVasc/11eXk5ERES/fbZv387777/PwYMH0Wq1vRc9QkOZPXs2999/P7GxsYOuLSIigsrKSt58801WrFjBY489xurVq9Fqtbz//vvceuut7N6923GSwWg04urqOmAem83G559/zurVqzl69Cg6nQ5PT0+ioqK4/vrrefDBB0/72gJUVFQQGRkJ9N7F7+TkxIMPPsjOnTtpb2/v99y1Wi0rV65k69at5Ofn09bWhqenJ+PGjeP+++8f9Gd98nPp6OjgueeeY8OGDdTU1ODl5cXcuXN58skniY6OHnKdNTU1vPTSS2zdupXq6mqcnZ0ZM2YM9913H9deey0ajYaGhgbefPNNfv3rXw86x9m8l4RLQ1lZGS+//DLQW6HizTff5Pbbbx+wn7OzM9HR0URHR3PTTTfx0Ucfcccdd2A2m7n77rspKSkRd1z9RJzY9uPENhcwMGQQpPFn/uxp7M2qpExvRxU8knkTQ9m3dy+7v9tCoLcrU+M1dHY08857HzL7sil0dbSy90gWRpsTfu5Swv09adLWkRAciMVsxtvZitJZSqTGi+LqBuwWEyovd4qrdXTjght2lHIbC+ZMJSkpiStmTeW91RspLS1F7eNNQX4xpvZG5o6LJjOvhC6rjDGRERgtktO2/xiKyk9NTW0BqTZbv4oXUqmEEI0fHQYD1VVVdBk6aGtpYN/uwwR4OqFysaF2laKJiiAwwJ/aJgNxYQG0dHRRXFbFonkzHfO9++VWrF16xkaq8YlX0dFpYsP+PA7nVePh5kJZnR4rIEHO7oxiWppbUCnl9Ph6MjpCQWSQN4lxkWw9mEt1QwsTkkez7OZf0dHRwY68YhqapRh6JKhcYN74GK6fk4Jctp8KbQturk6MiwtBG2zg3U1HKK7VoVS4ceXM8UwZl4SLzM7Hm/fR0SPFInFF4emE3MmA1WxiTEIM3+w6TIjKFalKjk7vTGywH+nFdehaDTTqu0grqEEiAY3KnfAAbxZNjuPT7VlYbDYSozUYjCY6ukzIpVI8lS5oVB4E+nqQUVJHdUMburZO4sICqGlqx9fLjYqmTgKCw6ltaie3zoBK7ckzr75PTmEpI2MiSYnwprWmCDW+dBgMeHl6DvpeFa1AhJ+Lw4cP8+CDDyKRSHjppZeYMGFCv+0vvPDCOTvWH//4x3M2lyCcLx/96TLc5Wb0Lc2Dbrd0tp0yWCFz80Su9D5PqxPORnd3N4WFhQCsWbOGuLi4Mx7XF4joqzqRl5dHa2srzzzzDCqVikceeQT4X4AiISEBJyenQecaTuWKvioFkyZNcjyWkJDA7t27sdvtA861dHV18dRTT7FgwYILHqwAGDduHGlpaRdFsOJcM5vNQO/346FIpdJTbj+bOfoCGaNGjeLzzz93PL5o0SI+++wzZs2axcsvvyzCFacgwhXCRS/7hHBFUtTAcMW5JpNKGBerZk9WPe1dZopr2hgZ5n3ejysIgiAIgnC+9LUE+eUvf+kIGMycOZNdu3bxzjvvnHW4orOzkxtvvJFNmzYBoFQqUavV1NTU8Omnn7J69Wreeecdbrvttn7j0tLSmDJlChaLBYlEgr+/P25ubtTV1bFhwwa++eYb1qxZw1VXXeUY03fSoq6ujo6ODjw9PfsFbE882WAwGLj11lv56quvgN6LtUFBQRiNRgoKCigoKOCdd94Z8uJuH5vNxpIlS9i9ezehoaF4enoO+7Wpra1l6dKljjtBFAoFwcHBtLW1ceTIEQoLC4cdrjh53ptvvhmdTkdgYCAmk6nfthEjRtDV1QX09vENDAykpqaG7777ju+++47XXnuN3/zmN0POX1JSwsKFC6mpqSE0NNRxh8Onn37Ktm3bOHToEDExMQPGbdmyheuvv95RcrTvZ7pv3z727NnD448/fsrndbbvJeHS8f7772M2mx0XXE71d+9EN910E+3t7dx3333U1tby8ccf86tf/eo8r1Y4305u+3FimwuNRjNoyMBosjBj9hwWLFjoGF+RtZ/LxwQTHOhPQ2sXUUF+HMrIZePmbYyICie3tJ6IQG9ig3zwcHViT0sbuUVlyOUyGhp70HV0M2VcInnlWg7m16F0daG0oYt5M6ZwKD2b2BBfIiIjAGjUtVBVWYGrizNjkyNwswbx9c4assoaiIkbxZjICNyV7sNq/zHUa6LX69l7KJOMnHymjEvEaLKgNzuROCaForJSutsacXey4+PhRl5eLhaDCf/IEbh6wpjYELCYCAkK4NNtaWzbdwx3dyW7j5Zjl36GTGqnpq6BtOP5LL1sFNNHh+Ai6UFit1Hd1MbBnCoySrSYeswsmDUZq8SZNTvSCfBQkBQ/gvLaJmIDPXCWWCmrb+X5B24iI7+CDqkXy5Ytp6GhgVdeeha13ICHnxNhfl5IJFBZ30SYvycZxTUcL9Eil8lobO3EDjjLnXB2cUGhUCCXS9m8N41us407ly9E6SKn09hN9vF0Pt+UTUZOPj1mG1NHhSCVwIhQP+LDNdgAiVRCXVMbezPLqdO1E6L2QunqxPGSeo7kVzMrJYals5Ipr2ngaEENEkk3GcX1lNXrqW1qw9fDDSsSbrtqOjYbfJ9VTlZZA5EJgYwdPxlZYRlHcsqp0Nfg6wZXTx+Fj8qH2ro6kkePpKa8iMqKCpKSkga8VwXh52TZsmVUVlZit9tZtmwZpaWl/bb/6U9/OmfV1kS4QrgUTExJoqWxxvHfEpkEhYcCAKPViMVuHHKszM2T2JufQSoTl/AuJrm5uVgsFlxdXQf9Xny6cT4+PoSEhAA42sfl5eXx97//nZaWFl588UVUKhXwv3DF2LFjB51LLpcPqGhxMpvNxvbt2wGYN2+e4/GEhAQMBoPje/+JXnnlFRoaGnj++eeH/fwG09fu8VQX/YcjKCiIoKCgi2It55qbmxuA4xzOYDo7O09ZleJs5uj7t/juu+8esO/MmTOJiIjg+PHjdHZ2olSem3Y6PzXik1m46GWX9YYrZFIJ8T9SyCE1rjdcAb2tQUS4QhAEQRCES1VmZqbjAv9NN93kePyWW25h165dbNq0Ca1W67hb+EysWLGCTZs2kZyczGuvvcaUKVOQSCS0tbXxxBNP8Morr3DXXXeRmprK6NGjHePa2trQaDQ8/PDD/OIXv8Df3x/ordBw7bXXkp6ezn333ceVV17p+PJbUFAAwI033sjq1atZunQpH3zwwYA19Z3M3bRpEx4eHo60fd8XzpKSEh566CHWr1/PnXfeSXBwMFdcccWgz2/16tXU1NRw/PhxkpKSsFqttLa2nvZ1aW1tZdasWRQXFxMaGso///lPlixZ4giAZGdn88477wz7dT7Rk08+SVJSEh999BF+fn60tbXh4uIC/K+CxqOPPsqKFSsICwsDesuArlixgm+//ZaHH36YX/7yl44TNif7xS9+wejRo9m3bx9hYWHY7XY2bNjA8uXLaW5u5qGHHmLdunX9xuTn53PNNdfQ3d3NzJkzee211xw/b51Ox1//+leeeuqpU57IONv3knDp6DupFxQUxH333XdGY++++26ef/55amtr2bhxowhX/ASc3Pajr81FRkY6CxYsJDk5hY0VpUO21egbPyY6iLhAN8aMjGL1tiPkltbi5iInu7IFn8BwgoM1OEktHC2sZmJqKrcljOXNlZ9S3dDGgnmzkEqgpKGNupYuLkuJZ9rkCRw4ls3OtDy8fINw8/bEXekOQHp2/gmVLBJJHTsKk9lKYXUTxTXNGC2Ss24BcWLY5Np5k8jMKWDz98eYMnMeSxbPw26389Jz+6mr6OCyCYkcL67BaJExPj4MQ5eREI2KbpOJnm4jeSVV1OnaUHl54OcODUoJm7fvZmLSCFJGjaC8shpsPdiR0t5pxNfDjQCVO55KZ0aG+dNushGg9uN4YTUAclcPXvl4Cw/dcytKqZH4MDVFNc0EagIpqDOga7Vy+603kZ2VReoIf66fNQa9wURtYzMKFycaWwx4uLkQFeRDZnEdTfpO1D4ejAgLwNnZBTd3D+oa9fz70200d5iYOjoUo64SXJ04nlOIudtAalwgsSF+7M+uIKu0lvjwAFxdnAn09WBXRgkSO5jMVjqMJppaDXSbzIyOCsDHU0FcmB+h/l5EBaoYGxOEt7sru9JLqGhoR+PrQV1TO6H+XiREhaBwdUXl60eKzYWGHgUdePH5lv34aoKJGRmP3FBPoKeMqEBvRo2MZeuBLMwSCZ0WKZt27P9B7wFB+CmwWq3Y7XbHnwfTt/2HEO3whEtF393hAIlXJLLwwYW4evRWPHyv6j2cuoxMPWnM6L9vw1MVjFzpfdEEKxRyBQ8lP3Shl/GDKOSKczLP8ePHgd5wwplcqO8bd2IbD4VCQUxMDFlZWWRkZBAeHt7ve9JQrT/65oqLi3OcCxjKhg0bqKysxMvLixtuuMHx+KhRo4De7/Inhiv6Ah633HKLo22J1Wrl1Vdf5b333qOkpITQ0FB+//vfD7gwHxISwooVK3B3d+edd96hurqahoYGkpOTWbFiBT4+Prz55ps0NjayaNEiPvzwQ8f5mX379uHv788bb7zB/PnzB8x722238dRTTw17PUOtRa1WD/v5DGXz5s1s3rz5tPvFxsbyu9/97pT7eHt7o1AoqKurG3S7zWZDq9WSnJx8TufoOx/UF/Q5WWRkJBUVFbS1tYlwxRAujk9nQRhCR5eZcm0HALHBnihcfpy3bOpItePPaYVN3DRv8JLRgiAIgiAIF7u+i/jjxo3rd1fDtddey7333ktnZycffPABf/rTn85o3rVr17J+/XpGjBjBzp078fb2dmzz8vLin//8J6WlpWzcuJF//etf/cIEo0aNIicnZ0B/0oiICF5//XUmT55MdXU1GRkZjB8//ozWtWbNGjZt2oRcLmfr1q1MmTKl3/aYmBjWrl3L4sWL+eabb/jDH/7A/PnzBz1J+/3333Pw4EFHqU2ZTIavr+9p1/DnP/+Z4uJigoKCOHTo0IC7LBITE3n11VfP6Hn1yc3NpbKy0vEF98TXUK1Wk5OTM6BlnlqtZuXKlURERNDV1cWOHTu47rrrBp3fzc2NDRs2OIIgEomEq6++mocffpgnnniCjRs3Drh74cEHH6S7u5vx48ezdevWfid4/Pz8eP3117Hb7bz55puDHvOHvJeES0dFRQUSiYQ5c+ac8UURqVTKnDlzWLVqleNkonBpO7nth1QqJUTjR5mutye0RqNh4tQZbNiwnn0Zhbi6exEWHs6Ob7ei8lNTWVbC2HA/dPZOGpubMHabcJJa6DJ0oHCW4eokxd3eztgIFQ1Nekoq61i0SIO/nw8hIcG4ealYdvV8pFIpm3fsJUlXz4LL55CUlMTYUXG88eEaDJ0dpBd2YFq9kcS4KHbuO9KvkoVUKiUxLgqzswplcOwZtf842clhk1lTJ7Bu6x6UPj6OuaKiR2BqqaJc143KJ5ipkz3Q11fg5irDLHEmQKPhwLFMKur1uDlL8XCRILX1EOClwENqRuMpIyYskCtmTyMnI41SVQOeLjY6u0xoWwxIpTJyKxqJGhHP4SIdxXVdVDZ2sGbzLux2O299tIZbrp3Ppu+PExoRxf7sCvYdzUHjbifRV4lzjB8hvh64OkmYmBDK6jodB3OrcJbL6DKZqWlsJTFKw2Xj4nB2ciazRIuLpx+RkVGMjYtg55FsNuw8grGznda2NtIya8kvqyU8wJtpSZGMiQlk/MgQ/v3Vfo4V1mKz2cgsrqOt04RcKqGhxcDimeNpam5F4QQh/iqkEgne7gp6zBbqm1rwcg/CX+VBj8WKwtWJsSPCCPE3IJeCu4eSNoszLhI3att78PJSMT5WQ4hmNNmFZaz9ZiPXXDYatZcv+mYdtTWuqL2U1LZZCQuPQNsldbQBiQsJJT392KAtbwThp+yTTz7h4Ycfxm63D3rH81//+tcLsCpBuPAkMkm/YMWpyN1VOHv6/QirGj6pRIrSSVxghf8FHs408D9UUCIxMZGioiIAnn766X7fpfu+95xcuaJvrtO1BGltbXVc3P/tb3/br3JBfHw8EomEgoICLr/8csfjzz77LCaTiSeffBLoDcTdeOONfPvttzzyyCOMHz+e3bt3c++99+Lr68svfvELAJqbm6mtrWXVqlVMnjyZ119/Hdt/K9DV1tby6aefMm/ePP7zn/9w7NgxHn30UTw9PTlw4AAPPvgg999/P3/84x/51a9+RW1trc25C3sAAQAASURBVGM9ffP2vW7DWc9Qa1Gr1cN+Pqdy5MgRXn/99dPuN2PGjNOGK6RSKfHx8WRmZtLR0TGgQkVubi5ms/mULVLPZo74+HgAqqqqBpwzg97XXSKR9Ds3I/QnwhXCRS23Uk9foDnxR2gJ0idUrSRApaBBbySztJnuHiuuzhdXySBBEARBEITT6e7u5pNPPgH6V60AcHd3Z+nSpXz88ce8++67PPzww2d0wfONN94AekvyDvWFa8mSJWzcuJFdu3b1e/zki/8nSk1NRS6XY7FYKC8vP+NwxVtvvQXA8uXLB/2SCL2BgWeffZZvvvmG/Px8jh07NuhxJk2a1K8v6XC0trby3nvvAfDyyy//4PKVJ7vzzjuHvHPAy8trQGClT0hICGFhYZSXl1NeXj7k/I8++mi/Fit9rr32Wp544gmsViv5+fmO10ur1bJlyxag90TMUHfO/O1vf+Ott97CZrMN2PZD3kvCpaOlpbci4dn2yu37u9TU1HTO1iRcOIO1/ehrpwG9ny2H9+8hPtAd7xFj2X/wMAVpFcyfPY3O2maOHc2kucqVsbEhlNbr0e84TGFlPQ2tBvTtXcxKiWF+ahTdVgmZRZBb3sQHq9cTGx2NxCMAH3e7oyrGiaEJbaOOb77bRaC7BIW7O05unmSVaTE7q/AOGYGbt9RRyaJvzZExI4fd/kGr1ZKRkT7govvJYZMOgwFTVzv7Nm0AIDk5hciYWDprrY4ARp22kedfO47K25OWjmaq65pQuLlT1lCDm6wHu82Gl5c7xeVVTBwZgo9CgraiAFtnN80GE5sP5pIQFUi7wUiXzYklC+aiM/RQZ5AyYlQce9e+Tl5enmPtZouFxlYjGcXNpFe2UVhYxJgwDxZOjEXj40Gw2oPqxjaaWjuJCVazeMpI/vHFXjKK6rBYrHh5KAjy8yaruIbqxnb0XTZCQsMID/RDKnfC0t1Jm66BPEkXKqUTQb7upBl70Ph4EBXog7Nciq+ngpHhaj7fkUVHVw+uLjIUzk6U1+npNltxcWujraOTq6eM4IoJI8gtb8BstfJ9ZjmbDxWgbTFwILuCkppmZo0bgcVmp7qpg/qWDlKdVSROiKal3YjeJGfC6CjHa92sbyXQ2xWrzc64pASy8wopLa/meHkTXVIPIuKS+L8VvyAgIOC0LW8E4ads2rRp7N+/f8jtIlwh/FwpPBTDClYAuMiHt59wYfQFHvqqOpzpuJPDFYsWLaK1tZWAgAB++ctfOh5va2ujsrJy0DF9c50qXNHY2MiVV15JdXU148aN47HHHuu3XalUEhYWRn5+vuOxmpoa/v3vf3P//fc7Khq89dZbrFu3jl27djF9+nQA5syZQ25uLitXrnSEEfoCH7Nnz3acgwLYuXMnANdddx3/+Mc/AJg/fz5vvvkmX331FcePHyc8PBzo/T351ltv7RcQOLk1ynDWM9RazuT5nMoTTzzBE088cdr9huuKK64gPT2d9evXDzhv19fqdsmSJed0jssvv5y//vWvfPHFF9x444399q+vr6ewsJCUlBRHBVhhIBGuEC5qfS1BABIjf7xwhUQiYXycmm8OVdFjsZFd3kJqnPr0AwVBEARBEC4iX375Ja2trcjlcpYtWzZg+y233MLHH39MaWkpu3btYvbs2cOa12q1Ok6cPv3007z44ouD7tfZ2QnQ786Dk5WXl5Ofn09paSmlpaWUlZU5tp2qZ+RgbDYbBw4cAE7/5TMxMZHAwEDq6+tJS0sbMlxxpvbs2UNPTw8KhYJrrrnmjMefznDXVFtbS25uruM1LS0tdVyUPtXrOnXqyYVpe0VHRzv+fGJrlAMHDmC321EqlcyaNWvIedVqNRqNZkCpynP5XhIubl5eXjQ3N5/x3+s+feNEKfCfhuG2/Vh6xQzy8vJYMCmeSq0eiUTK5JRRbPluN4VFRryc7CCV8/WBXNo6exiXPIac3ALcFU6YbaBrNRAWGkZjh5VDx4uxuAXgp/LGU+VDj0RCmd7SLzSxP+0gKhcID49G4RNEQkICblv3oAyO5ZrkFDau+3LINZ/OqS66nxg26TAYOH4sjeqKMsL91XT+d7+JU2dw+KTXLCxuDMFhkeibm2hubcPbV4WtUEdLUwmXjY3Gx0NBXX0TZfXNBPr7YLf0EOotJ9Tfm0P5NdgrW7hm8RVMnzQeta+Krzbv4ru0Qn7/+9/T09MDgLOzMzfffDNjRidQUV7C/Olj0dVUYNcrCPJxx9fTDSng4iSntqmN6oZW6nUdmG12us02YsICWXHFeJQenlTVt7ArLY+S2mYigvxYkRJDuJ8rx7OOkpebg0xiIyFczZjoQAxGE/6q3jChqcdCqNoLF7mcHouNTlMPLgoXkMipbW4nMtiH+DA1dqTsPt5OUY2OMTGBqLyUdBpNAKTlVZNeWIuxx8aC6SnEhAXg7elJa7cNZ98IUudeTYPJjCo4nOhuOYFesG33QfStenILSkmJj6Cu2cCOI7mo3BUczK8lq7KFG29ZzJw5cx0VRk7X8kYQBEEQTkUmkV7oJQinkJWVBZx55Yq+cScHJW677TZuu+22Afv3BQRCQ0Px8el/XWyouQCqq6tZvXo1zz33HM3NzYwePZp169bh7Ow8YN9Ro0b1C1c88cQTKJXKflVNn3vuOa6++momT56MxWJxPJ6QkMCXX37Zb70SiYQXXnhhwPOQy+U8+uij/R43Go3ceuutjmAFgMFgwMXFpd/NJJmZmbi7uzvORwxnPUOt5Uyez4/prrvu4qWXXuKxxx5jzpw5jpsKcnNz+cc//sHo0aP7tUrZvHkzTz31FG+88Yaj1ceZzjFp0iQmTpzI+vXr+eijjxyBjO7ubu655x5MJtMZt/L8uRHhCuGill3+v3DF6B8xXAGQ+t9wBfS2BhHhCkEQBEEQLjXvvvsuAPPmzcPHx6ffl0eAyy67jODgYGpra3nnnXeGHa5obm6mu7sb6C31fzp9+/bp6enhhRde4K233qKmpqbfNrlc7ujRfKY9mVtaWjAajQBERUWddv/Q0FDq6+tpbGwcdPtQ/SdPpa8qRHR09KAnMH6oU62pr/XGK6+8QnFxcb9tUqnUcVH6VK+rp6fnoI8rFP/rUXvi+6jvbprIyMjT9pwdrCLGD30vCZeOwMBAmpubHScDz1R2djYA/v7+53JZwgWi0WhYvPR6MjLS+7XTsNvtbNmymW2bNhDu706jroUuQwd+Kk+sSDleVs3RrFz8lHZiRo9EFRCKqbsbiaKeiQmhPP7Ar/n7y/9G19FMSW0LSk9vJqckkVPegA098YHuhGi8qdE2ojc7MXHqDJDJ2bvzWwpLK7GZTcQFedFt9ycuPKxfu5Kh1jzcFiCnuuh+YtjE1NVOdUUZPv6BLFkwD7WvinVb91BbWzPg+DctHnj8nOwckOoJVXvhLJcyY2w0H317lE37shgZEYhU7oTZLueVvz3Ee5+upaqmnorqOtZv28O/3vuCgsIix1yJiYm88sor1NfX8fW6tYR4SvCN8sYz0AO1x2iKy6sor2/G18MNtZcSjY87B3IqySypxy6RMiI2hhAfd+qbDfhJXAgJC+VKdQjFFXXU1FRh6LaQX1LJ0ZwSTGYLKSOCCFApkUlseLo5o1F5kFvRwBe7MinXtlBU3URWST1uzs50dVsZERuFnDKig1QoXeW4OjsTH+5DYVUTX+8vIHlEEKW1LVQ2tBKqUVFZr2dMbDDjksegCQoBm5UUiQcdcl+WLV/ueN6ffPIx27Z/zfQxUURpfMkzd1FU1sq8ubOQuXjQ0NKC3c2XG2+5luXLe+8y7atKsm3TBlLjAukwGPDy9BzQ8kYQBEEQAO5NvBenLiPHWXWhlyIMU3l5OW1tbQA88sgjPP3000Pu+/TTTzNz5sx+4+Ryeb9WracyVBuRE9fw6KOP8ve//x3oDSs0NDQ4bkZwdnbmrrvu4sUXXxzQJqJPQkICH374IQCFhYV88MEHvPTSS45qmEVFRVRWVlJZWTnod/nU1NR+601OTh5QpbDv8RPbq9bV1dHc3My8efMG7Dtq1ChHJbe+x5KSkpBIJMNez1BrOZPn82MKCwvj+eef5/e//z2jR49m0aJF9PT0sGnTJmQyGR9//HG/1+T111/n0KFDrFy5kn//+99nNQfAe++9x7Rp07j55pv5+OOPCQsLY8+ePRQXF3PjjTdyyy23/Kivw6VGhCuEi5bVZie3ojdc4eflikalOM2Icyt1xP96mx0tFF+CBUEQBEG4tBQVFfH9998DsGXLlkG/PJ5o3bp1NDc39/vSO5QTWzscP3580DsmTjV20aJFbN++HRcXF2688UamTZtGXFwcUVFRhIWFERISQkNDw7Dn7GM2mx1/PvmL42D6wgZD7TtU+41T6bu7/nSv99k61Zpuv/123n//fWQyGYsXL2bmzJkkJCQQFRVFREQEl112GYcPHz6n6+l7vkO1AznRYKGOH/JeEi4t06dPJzs7m3379lFRUUFERMSwx1ZUVPD9998jkUgYN254VQKEi59Go+l3J/+JlR1S4wIpLynknQ8+JtjfG29XKY1tRgqqW5DbTMQFeROkcqarS0eQOoBp40eTUVTDuq178PX15cDBYuxSZ6YGhrHjUA6HcisZNzK2X7DhvdUb+fC9t5g0Oppr500iM6eA3UfLcVcquGpsMp4engPalZy85jNxcuuPoYIb+zZtINxfzZIF87Db7WzbfZCCwiIMhbUkJ6eQnJziaC2Snn6M5OTe/sl9j7XoWxgXGogZJ8qqtej07cgkUhpaDAT4mbDaTCi9/QlQ+zJ/9jT2ZlWy+rujvPveexgMvVWCJBIJf/jDH7jhhht4+41/01BVjM3cTUTkCPTaSqQSMBmN1OvaqKpvZmxsEFKJhPYuE1NGh1Naq8dJ6cnyq+cid3Jh7Tff0WpzY3p0MBqlgnWbdxCp8SavvI6mpkaa9e1clhyDvt2Al9IVq9VGja4dix3MFht7jpdTXNOMXCbB1cWZyEAVDTo9ja0ZjNB4EObvxYhQNVUNrdhtdiwWK/uyq8gtb0Dt7caVU0ehVnlyOK+KHouVDkMXUW5uyF3cyPs+A7uLgS1bNjtey+ysLJqaGqnTKgkN8GZa8ghWfb2H7KJKZk+fQld3DxFxScyZM3fAezfc353qijKOH3Nn7LhUPNzd+72HBOHnrC/Ifeutt3LzzTef0VibzcYNN9xAc3Mz119/PXfffff5WKIg/Gjc5G44OYmKbJeSvsADQEZGxin3PbE9aN+4kSNHDut784lj+tphnGoNMpkMb29vfHx8uOaaa5g+fTrXXXfdaW8WSUhIoLGxEb1ezyOPPEJYWBj33HOPY3tf1cm1a9cSGho6YPyJLT0zMzOZMGHCoM/j5Mf71t1XdeHEfQd7bPLkyWe0nqHWcibP58d2//33ExgYyEsvvcRXX32FUqlkyZIlPPXUU8TExPTbd8mSJezfv59Fixad9RzQ+/NPT0/n0Ucf5dtvv2XPnj3Ex8fzxhtvcNddd53X5/tTIMIVwkWrrK6dLlPvXYuJkT4/evlXH09XooM8Ka1rp6C6lbbOHryU5/7uQ0EQBEEQhPPhnXfeOaP9TSYTH330Effff/9p9/Xx8UEqlWKz2aiqqjqjC+Jr165l+/btKJVKDh8+zKhRowbs01eK/Ez5+voik8mwWq1UVFScdl3V1dUAA+5o+CH8/HoDulVVVdjt9h/td9ijR4/y/vvvI5VK+fbbbwetQnK2r+up9FW6qK+vP+V+drud5ubmAY//kPeScGm55ppreOONN7BYLNx+++1s3bp1WCEki8XCnXfeicViQSKRcNVVV/0IqxUuhBMrO9TV12Nub6CwpIISQzvdxk52pxczIkyDj5c7dS1SJo6JpU6ro6dDR0dLIxKZCz1uAXTJjLRZFeRVt9BizMTZVYlS5c/0ySn9gg0GQ0e/ShKzpk7A03sjhdVN7NifcVatP+B/FQz0uiZUfmqSk1PQaDT9Wn/0fe4NFdzorC3AarXyzXe7ULlAiLcTzd0WPv3wPWw2OxF+CkdrkY8zM5BKJYT5uBKl8SNYpaC0poHYMA1OTq7oWuuJCvIhJNCXQB9PEkZEk1PTRnp2PkaThRmz52C3wyuvvgb0VnVatWoV8fHxvPTcU3jam5k6fSRF1U20tHUSH+5PfWMzam83NCoPdqaX0N1jxcvdhRFhAcRGhOCq1GK0ymht1lHb1oPcQ010dDRNuib+8+4mrCYjKjdfxoQoKbC64qNQ09bRxcSESEpqGqjTdaBr68Jod6ZM20agj5K4cH9kMiktbUYmjQqlxyZl074cAn09uCwpiphQPzq7TFTU68ks1eLh6UVLh4Fxo6IICAgiSKOm0yxlT3oh2QVFNLfoOZhVTHREKJPHjCTvwDa+/GQVLgo3/N1sXDUjmVZDJ5v3ZTFr+mTmzLqM7YfzaTTsx1cTzNVXLx20FUijroWNW7dz6FgWtc0GXNw8z/g9JAg/Vbt370YikTju5j4TUqkUPz8/vvrqK5qamkS4Qrjk2a0WzB0tp99RuGhcffXVZ1xd82zHvfvuu45KpOdiDYPpOxezatUq1q5dy2effdav+mZfQEShUAzaRrWP2WwmLy+P//u//xvW48ePH8ff35/AwEDHYzabjZycHEd7ihPH933eD2c9Qx3zTJ7PhXLDDTdwww03nHa/u+66a8jww3Dn6BMREcEnn3wy7P2F/xENnISL1oktQRJ/5JYgffpagdjtkF6suyBrEARBEARBOFNms9lR3vGee+7Bbref8n8TJ04Ehh/IcHZ2JjExEeitinEm+qppTJ48edBgRW1tLXq9fsjxfWGFEysenLiuvrvaN27ceMp15ObmOu5cuOyyy4a3+GGYNGkS0NvuYt++feds3tPpe12joqKGDFac3CrkXOjrNVtXV0deXt6Q+x06dIjOzs4Bj/+Q95JwaZk9ezbTpk3Dbreze/du5s+fT1VV1SnH1NXVsWjRInbs2IFEIiE6Opply5b9SCsWfmx6XRMh/63s0KrXExUayKiRsbR0WemWuJEYHcTEUaHERQaTV9HA5r2ZdPZYOZpfgY9/IBMTo7Db7Xh7e3LVvKlMGp+M3FmBWaZk0rRZ6NuNjn87bDYbNXUNRIQG9QtcJMZFERU9AmXwSMr0dpTBI1lyzS+G3fqjr4JBZ20BUSoJnbUFbFz3JVqtluTkFPRmJ9Zt3cPh9GzWbd2D3uxEykkX3fv2e+PDNfR0tBCuUREVFcmvll+NvaMBvbaCpVfMYGJKIkuvmIFeW4G9o8Hx2K9uvAp9p4nV2w5SUtNEc6eVwAB/Jicn0WWGGl07rk4ydu474jj+woUL+fWvf83y5cvJysrC19eXh//4EM3l2QSrFIyKCmLFwsmU1DTx9d5MtC1tlNQ2Y7ZLGZ8QRkSQL1dOHcPiGSlEhQaicPdE6ubNroxSMgprSJ40gx5XP97+bCMqpRMzx42kor6ZQ9mlNOj0FFc2kF2qpaxOh4+nkoP51ezPrQMXL6ZNnkh+pY7jxbV8l1aErrWdRr0BpbsHYRoVHkoX8iobSCuoJr24FovNikwi5f7brmNMQhzInRk3dhTdJhNuCldSxyai9Auhrs1MsL8Xs6eOw8tVwvRRQQS5mTE1VxEX4kdYoC+3X7+AxLhwapvayM4rZkJ8KDcumEp8oDvfbdnIJ598zKcfrWLv7p14eyiQSqVo/P1YfMVcXLzUpBXWY1L44+7ly45vt7Jly2a0Wu25/YsjCD8jrq6uwPBayQnCxSygoIiM+8aT9vC5+x4qCGcqISEBiUTCn//8Z8aNGzfgonxsbCxTp07lzjvv5K233mLPnj18/fXXvPDCCzzwwAOO/QoKCujp6RlQdWKoxzMyMgY8VlhYSFdXV79KHX3j+27AGM56hjrmmTwfQRgOUblCuGidGK5IilJdkDWkxqn5fFcpAGmFTcwaG3SaEWenvr7+tHf7DSYwMLBfwk8QBEEQBAFgw4YNNDY2AnDHHXecdv977rmHw4cPk5eXx4EDB5gyZcppx9xwww1kZmbywQcfcO+99w4alAAoKSkhPDzccYd6X+uOwS60Azz77LOnPK5K1ft7Yd/zO9ntt9/OkSNH+PDDD7nzzjsdwZET2e12HnnkEQDmzp07aInEs5WUlMT48eM5evQof/jDH9i7d6/jRPD51Pe6Go3GQStmvPrqqxgMhnN+3ClTpuDv709jYyOPPvoo69atG7CPxWLhT3/605BznO17Sbj0vP/++0yaNImWlhb27NlDbGwsixYtYvbs2cTGxuLp6UlnZydlZWXs2rWL9evXOyquuLi48MEHHwyr5Y9waeqr7DCitZXiogJ8XaG1wwDYGRWmwj8pBBcnKQvnzcJiWUNtUxu6vBq81EEsWTCPiuo61u/JYHxcMEtvWIxUKqVO28gbH66hIDeLQkDf1k5iXBQ1Wh1WJw+sEjm2kypJRMaMPOvWHxkZ6biYW4mNDKO7y0BsiC+ZRVVkZKSzYMFCR+uPMl0TquCRTE8ZNyC40dci5NV/VqJwl6DwCSIuPAxPD08Ucjv1dXX858PVNLd2oPb2pL6ujuBR0UilUtra22mqq2TSqCi2H8mlobWbVpMEDx81qeOTUXp4kl2mZc32QyRPmcOSa36B3W5ny5bNTJmYil+AhvT0dD5f9TZ2fR2TRoWgdJZwJCuf8KAAxscF88WO49hsNtwVCmZMGkNHRydHc0rZc7yEkvpmLBIX7K5euMvA5i4l3s+PrroCyho78FY44afyIDbEl4RwNVv3Z5FT0YC2pZOJo8MorGqmvasbL29fxqWEExAcwZH0LOZPS8HJ1kVxtY7E6EASo4Mor9fT2W2hvdNEeb0ebUsHNrsdbYuBqNAA4kbEstjJjS827eaLnZlIbSZsFjMtRjvREWE061oI9fWiKD8XjZ83MyaNIzK4DBdXV0L8vajVteOcV4LUbmXd1p0kjQjjV8uvxtvLmxGtrbz29iqa68pZPHc6uaY29h88TEriSFTe3vj7+RAaHIx/jD9d7XpUTubeSii1BWysKGXx0uvRaDQ//C+NIPyMmM1mtm/fDgzeak4QLjSL1TKs/SQ2G7G792E9D1UFBeFMuLu7ExoaSlVVFS+++OKAcwgSiYS1a9fy2GOP8cwzz6DVavHz82Ps2LHce++9jv0yMzORSqUkJSX1Gz/U48ePH+e6664bsK9EIulXybJvfN/NGMNZz1DHPJPnIwjDIcIVwkWrL1zhLJcyIsT7gqxhbIwvMqkEq81OWmHTeTvOW2+9xd/+9rczHvfXv/6VJ5544twvSBAEQRCES1pfBYqUlJRBE/snu+GGG/jDH/5Ac3Mz77zzzrDCFffeey9vv/02FRUVzJ49m9dee42rr77aUUayoqKC9957j3/84x9otVrHBfEJEybwn//8h4MHD/LKK6/w29/+tveCUFsbf//73/noo49wc3Ojq6tr0OPGxsYCvWWFs7OzSUxMpKOjAycnJ1xdXbnttttYtWoVBw4c4PLLL+cf//gHy5cvR6FQAFBaWsrDDz/M119/jYeHB6+++urpX9Az9Prrr3PZZZdx9OhRLrvsMv7xj38wdepUJBIJNpuNAwcO8Oqrr/LFF1+cs2P29RStra3lj3/8I08//TQuLi50d3fz73//m8cffxxfX99BW3P8EC4uLjz++OPcd999rF+/nhUrVvDiiy86AsCFhYX89re/paioCJVKNWhVkrN9LwmXnujoaDZv3szSpUupq6vDbDazYcMGNmzYMOj+fRdPPDw8+Oijj4b12SRcevraaJSXFJOTnU1G+lE8Xeykt7Vj6O7Bbuwh1DcMm9VCdUMnacdzUXkoySqqZtrUySxZMA+1r4p9aVlIpRJH9Qtto45vvttFoLsEhbs7Tm6eZJVpMTuriIwZye0T53Fo327Wbd1z1i1ATlZZVgJtOsztrvh5uaNva6SrTdf7OP1bf5yKRqNh+szZdNYWkJCQgFQqRd/aSnF5JV2GNuqrylA6S6DLhNlooLi8En1rK7U1NbhKzARp/Fk4x4dx0Woyi6opqGlm3XeHKCit5M0vvqO+sZnpl/eWld647ktUTmZi/3vx/+0NOxgX6cnYSTPoaNUxYUQAu47kUlmrRYKUyBB/xsSGERXsi9TZlVGxkRwvreVwkRb/dhkjo0Jx6rbQra9ndupIRsRGYeg0UV66mzZDJ+4uKq66LJEeUw+J4b68+tU+yvR2/DQaGrV1uLq646Pypri6ibU7juDjJidE44fMYmNuahxJ0RpiQ9TEBKtpbO0ko7AaU48Fbw8FrQYjZqudaaljCQkNobCqiaU3rgDgy88/o6mugtRR0Vi7Wkk/fhxTmC+zU+Nxl9vIzM1H29JBt9lKoL8vBrOUOn0X3x/Np91oIWVMIt5e3gDU1tQQrvbAyUPNxJREQoMCeP61lfzrnU/w9vaipq4Bq5MHcaMUqE9oPZNqs7Fu6x5H2EYQfqrq6uooKSkZcntFRYWj6trpmM1mKisr+fDDD8nNzUUikRAfH3+ulioI50xba9uQ2/paKQLIu03IhwhWyNw8kSu9z/XSBGFIlZWVp9zu7+/P22+/fcp9VqxYwYoVK4b9+GD/Ptx4443ceOONpx1/uvUMdczhjheE4RLhCuGi1NzeTa2u94R6fJg3TvILc3eSm4ucxEgfjpc2U9PUSX1zF4G+buf8OHfddRdLliwZ8PgVV1xBU1MTarWarVu3DtguqlYIgiAIP3V9d+P/1JzP51VZWem4q2s4VSug9wL5bbfdxksvvcQXX3zBK6+8gpeX1ynHeHp6smnTJhYsWEB1dTU33HADCoWCwMBAOjo6aGrqDab6+Pggl//va8cvf/lL3njjDY4ePcrvf/97Hn/8cdRqNTU1NQCsXr2au+++e8hwxS233MKTTz5Ja2srY8eOJTg4GJ1OR15eHhERETg5ObFhwwauueYa9u7dyx133MG9995LUFAQRqPRUY7b39+ftWvXnpeTsxMmTGDt2rUsW7aMtLQ0pk+fjpeXF35+fjQ1NdHe3n7a1/dMzZo1i8WLF7Nx40Zeeukl/v3vfxMYGEh9fT0mk4l//etffPLJJ+c8XAG94Yjs7GzefvttPvnkEz777DNCQkIwm83U19fj4+PDpk2bWLZsGXq9HplM1m/82b6XhEtTamoqx48f57HHHuPDDz+ku7t7yH0lEglLlizhxRdfPKcVZn4sVquVLVu2sG7dOo4dO0ZlZSUGgwEPDw9iYmKYN28ed955JxERERd6qRdMXxsNlZOZlEg/CrN6qKprYmxSAtUVOkYGe6Jr7eBIbjlzp6Sg9PJF12mltMFAebOJ4KpaduzZhxUZJidvEsekUKPVkmqzkZFTiMoFwsOjUfgEkZCQgNvWPSiDYx0XttVq9WkrSQy25oyMdPS6JlR+apKTUxxVCJpaWnHS6xmTMBOZTEaY1cr2Q9mYaR3Wa3HivMHBIRyuKHWEP/YfPka3RUJsZDiBHhKunplMZmElPaOiOZxbztMvvYa/jycuMilKH3/mzJiKtrocJ5kEmUzOf77axe4DRx2tUZ555hm8vDypKMzCLSqUllZnJqeM4pMv1xPoE0zKqBg27dJxpKgBvcFEfmUjHipfFlw+l5b2Dqqa2zFZu8irNeAeGMeqx1/Bz8+PjIx0Vv7ndS4bqWHuzCm4Kdyw2+3sOnycrOIqFAoF+48X4+4ip6Jeh5OTE5dNTGDFdUt4++OvOJxdTGNlK80NtYyO8GVKYhSVNQ3klLUyOTGC7h4LhTU6PBTOeCtdcHV1xU2hQG8wkVPWSJjGD/+QCHbsz6CqpRtX9zZyM44QpXZlcmQ8cpmUTdv3MyrUF6WbK4WVWsIDe6jWVVHbbicqLJhPv9mLk5McqUSKp8qX0QovDqUdw8/LDSl2qmtq0Ld3EhceB0CQxp8JKUms+3YvKSOlpIyKwSqRc/DYIa6dN6lf65kQjR9luvN3844gXAxKS0uZNWvWoNvsdjurVq1i1apVZz3/7bffftZjBeFcs1htdHSZae8a+B1f4aVA6e/G31/8O1Wcuh2ezM2T2JufQSoT33cEQRAuduKTWrgondgSJDHK5wKuBMbHqTle2nsSOq2oiSWTw8/5MYZq79F3t56zszMpKSnn/LiCIAiCcLGSyWSO6gUWy/DKa15q3NzcBlxkPhdWrlyJzWZDoVCwfPnyYY+7++67efnll+nq6uLTTz/l7rvvPu2YUaNGkZOTw6uvvsq6desoLi6mqqoKlUrFjBkzWLhwIXfccUe/thjOzs7s2rWLp59+mjVr1lBVVUVHRwcLFy7k0UcfJTU19ZTH9vHxYe/evTz44IMcO3aM5uZmEhMT8fDwcOzj5+fH7t27Wb16NZ988glHjx6lpqYGpVLJpEmTWLJkCffcc885DzicaOHChRQWFvKvf/2Lb775hvLycrRaLSEhISxdupS77rrrnB/zq6++4uWXX+ajjz6ipKQEvV7PtGnTeOihh7j88sv55JNPzvkxofcC+FtvvcWCBQscwZmGhgaCg4O57777eOihhwgNDXW0ghnsdT+b95Jw6fLz8+M///kPf//739mxYwcHDx6krq6O1tZWFAoFarWa8ePHc/nllxMZGXmhl3tWGhsbmT59OkVFRQO26fV60tLSSEtL46WXXuLpp5/moYceugCrvHD6ggR7du5A7Wrh2mVXo/L2prSsAnOHD+NSxxMfrkGrrUFvtJFf3URccydKVyeyymrQddm4+vLpSCV20nNLaO+RkTJhEm16HQX5xejb2mnQagnxdqLb7k9ceNigF7aHW0nixHX3hUGiBmnz4OvtRX2TlPU7jxDi70NNYwudFilKmZQtWzYPGsgYat7DFaVMnDqD2toaynRNNHXLWTx/DnXaegJcLXRbZbgoPfD2sDBxVCTpJVpqGttwkUt59A+LiI2KwM/Hm28P5rD6m91UVdc4jpeYmMi//vUv1nz6AfEBLkT5K6hprOWb72pwd3enuKqem308uXLWJNJzSzjwXRomuxNPP/U7AgPUjnYrHWYX1JpAYnxVVFdX4efnx4IFC9mzcwdSpw5cXXo/s+12OzK5M2ac6bTIaOq0k19RR7vRREhYOCNGxmGz2aitrSMxUk1TUzOxIwMYGxfFiDB/xsQEUdWgo6i6kfFxYbQbzVTU11Pd1M7V86fj7+6E1G4hOKCSQ4WN7E4vJillIna7kdqi40R6g0KmQOksQyKTEx7gSWiQP/OnjGLXsSIO5lTSbbbiHRCKl48f+7PKCVEruWLWNMYlJVDf0MRfnnsFzF2kjB7BwYw8ahvbWLBoEQA2m4380kqmjB3J/Xfd7GgzU1haSWZOAbOmTujXekYVPPKH/QUShIvctGnTUKvVQ7bx+yFtPX7961/z61//+qzHC8K5tDWtmpe/zMJgHPycxW+++A3OrpbTBitSn/8ehSZKBCsEQRAuERK7aFJ2yei7w62tra1fKalLQUhICLW1tQQHBzvuSjyVf6/P5ZMdveWBnr9zApclnXmFhjM95lCyylq46597AZiXEsyTt40/67nO1Ll6DoIgCIJwKerp6cFqtV7oZZw3MpnMEaQUhJ+69vZ2VCoVNpuN/fv3i/YOwk9eQUGBozJOREQE06ZNIzg4GLvdTllZGdu3b6e1tdWx/0svvcQDDzxwVse6WM8V9AUoKstKaGppxdfbi8iY2N6KDPv3oHIyU1BYRIDSjre3F37qAAoq6ulub2FSagrunl4YW+qo1OoxyT1Rebmzc98RdEYJ08fGcNsvrkQqlVKnbeT511YSHhLI1InjKCqrJKtMS7fJQqSfK79afjXeXt7Y/tuSQRk88qxbMmzZspnO2gJHm4eT59yyZTM1eUcI8vehta0Nby8vCkqrqG81Mml0dL/2I32BjOHMe+I+Chc5Xfp6rp49gU3b96JwdqKjR4LSL4QxCbH9XotVX2zk/dVfY/pv+XGJRMIDDzzAb37zGz78cBWt5ZlMGR3GrCnj8fRQsu67Q3ybVkyTvpVJI4OJDddQXKklt6aD2JHxJIT5OZ5Dhc6ITCYhVOU64Hnt2LGdw9u/ZvqYKEI0vtRom9mbWUbgiLE0N9SicjKjUftQVlGFttmAj6+KvQfTcHeG2RPH0NrWSkq0PzK5nB6bDH+VG9/uO86h3ErGxAYR4ONJZkkddpkz9yxbiJeLnaS4cD7auJ92qwuhkbHk1xuID3SnsUGLxKgjKsAdqdVMR7eZtPwq2rrM3HHlBJDKqKjX89a6vbSbZcyYMx9flRfTR4cyMaW3x/eWnfs5fvQQCqUH/oFB2O0Sdu8/QnCgv6MNSElVI3f8Yj5Xzp/teL9s3rGXzd8fY9bEMf1eoyXX/OK0FVIE4VL34osvsnPnzn6Pbdu2DYlEQlRU1LArUkmlUjw8PBg5ciRXX301Y8eOPQ+r/Wm5WH8v+KmxWG0s+POWIYMVALOuz8bZtf92py4jU9/tX7llyhs5OHv6nZd1CoIgCOeeiMIJF6UTK1eMjrywlSsSwr1xc5XT1W3haFETNpsdqVRyQdckCIIgCD8HInggCD8dW7ZswWaz4eLiIiqy/Uz1/dwDAgLYvHkzEslP/zvVhAkTePbZZ5k9e/aAbV1dXdx777188MEHADz++OP88pe/7FfN4FLWV4nBxdwKbTqc9Hrqm6Q49ejZ9s1GUkYEsXTxQtbZLNSWZBPk5Yyls5kIX1dW7S+mCycmpoxl/6F8mtu6uGL2dLpMZkaOnYjVDqPDvBytFjLzihkR7M24MbFMTEkkdewo3LbuwaTwp6tdz479Gf0ubE9PGXfWz0uvayJK4zdkm4fk5BRqKkoxmsxER4RTo9VRreskJS7YEZxI/W9wYufOHahUKvS6JrKyspieFH7K9hHJySlsrChF39ZMVWU9pRXr6DZ14+3hjpvKn+mJIwlQ+zJ/9jS+O1LIfU/8i6PH0h3jfX28ufXmm7jpppv4dvPXtNYUkRofhs1s4tN1mwny96WspgkzMn730GPs27eXvUW1+GpiePhX1zhafvS1UAl2a8WpSzvgeWVkpDNnzlzqqys5XlFBYW0rRrOV8JFjWHHr7djtdkf7E3erF1WFW6morGBEoDtjYwKROVkpbulEpzYyJjqQmlYzXRYZzR3d2J0UNBll9HRIMTt5YLXa+D4tl1A/Nw5lFpNZWkdoZDQFhUWkF1SR8osr0LV14NTdweT54yktr8LZ0IXRaCKvTMvWQ/mMiAxh3a504qOCiY8Jx2AzUV1Tw3FJFwq5ne6uTnJyslF7K5k0ZQqjR492vKYntgGRSmWkZ2YzdWIKKu/eMI/RZGHKzHkofXzOqPWMIPwUPPTQQwOqMvV9xt1000385S9/uRDLEoRzpqPLfMpghdzJgtz5p1mFUxAE4edOhCuEi06P2UpBVSsAIWolPh4uF3Q9cpmUlBg/9uVo0Rt6KK1rJzbk/JWQFgRBEARBEIRLic1mc5wsH0xbWxuPPfYYAMuWLROtPX6mjh8/jkQi4Y477vhZBCuioqI4ePDgkH833NzcWLlyJUePHiUnJwej0ci6deuG1ZLpUpCRkY7KyUxsZBjmdlfGJMxk/c4juKl8KCgqQYYVqVSKr6eCnA4jZRI7bm49eHqpUHqoqDfI2JleSrvJBaW/P1XtdsKjei9Mp6cfo6a2gNT/fvboW1pwV7jg7tn7Pd0RTNBbWbz0+n6BgOFe2O6runFyGw+Vn7rfsU9u86DRaJg4dQYbNqxnX0YhvppggkNCGBEZ2i844e2h4KvvvmXOpDFEafyod7Wwbec+xo6KI0jjP2j7iBPn1nZY6bGCq7MSs5OMey+fTYDa13FBP6+wuF+wYuGcaSyZdxnf7jnIA7/7DaNiwhifNBJTZzOBXp7IMeMks9NuMOKi8CY+Pp5Zs2YNeF1OrPjx6UerCBkiaKLRaFhx6+39XsOUE177BQsWotVqeem5pwj1kpM8PglvVykKZwkxIf60tHVwKLeC4sp67FI5XSYrNrmC9199mJjICAB27D3EO6u38F1aAWE+CkaEaZBLJchN7SCVolaYef+ztYyIisBssbPtUB52Sw9l2la0bd1I5E60dkv4bHsGIX5e/OFX12K2WGnssJJWUMXmXQdpbagmNlxDQVEJrs5y5i8Yug3IzP9WUHn/s/VMnTjuf1UqFs8TYQpBEISfGbmThfgJNQz2a6CzTNxEIgiCcKkT4QrholNU00aPxQZA4gWuWtEnNa43XAFwtKhJhCsEQRAEQRAE4b/+/ve/U15ezs0338yUKVMcVWdMJhPbtm3jj3/8IyUlJfj6+vLkk09e4NUKF4q3tzdtbW34+Fwc3/HOt+FUX5JKpVx33XXk5OQAUFxcfL6X9aPpq/DQ3WXAw9WJBq0WmaWbvLx8/Hy8qKiuw2az4eYs4/Jp4/hm33HsnSamRYcwa7o7BzOLSYmNOaHihITk5BTsdjt6vZ69hzLJyMlnyrhE8sqqccbMVaEhAP2CCRqN5oxbgPRV3VA5mYnS+FFTW8DGilIWL73eUT1i3dY9g1bD0Gq1HN6/h/hAd0KSp1Kj1bHveDFFbjZSx45yBDIycwrwcXd2VH0YERXKa2+v4o0P17B47vRBq2ycOPe85HmO1hxSqYQDx3Lw9lCQmVNAbrmWEI0fHko3bDYrN189mzaDiWNph5kQ7UNnVxdaXTXffFdHd3cPKTFqxo0Mp0zbRnh0HJHObmRkpDsCEIOFTIBhBU1OfO2zsrJ4++23qCor/m8wRIaptYHoIDXjEyJReziz+0gWxVX1+Lq7cqS1g9JqHUGBaowWKSMifHGWy8jJycHQ3kZmTjH+gaGMDPfHZuqkta2ViEA/VO5y3JVuTBwVxfodh9m6ax9XTE2irrmT1k4zkVHxtFldaMipoLShg5CQUBZPG01wYAAZOUW4e2vw9XQjSK0iMXk8rW1tzJ41i607v+fpf60kLDgQo9lKbVMbs6ekOMIlQRp/5s+ext6sSsr0dlGlQhAGcdlllyGRSIiIiLjQSxGEH8xiHViVYuqSPJxdrMidLUilsCx4GSH+If32kXZ1cph3fqxlCoIgCOeBCFcIF50TW4JcPOEKtePPaYVNLJs9vL6AgiAIgiAIgvBTZzKZeP/993n//fdxdnYmMDAQgPr6enp6egAICwtj7dq1hIaGXsilChfQ3LlzWbNmDceOHbvQS7moBAUFOf58qgowF7uTL8Ijk1OjbSDYR0FJWTkJ4QHoW9twtttpaO7CKFWybuseTF3tVFeUER4ewZIF81D7qvjLS/8hSuM9oN3Ejh3b6WrXo3Iyc+28SWTmFLD5+2MkjE2lp6v9nLX/6Ku6MVi7iwULFp6yGsZgY/Vt7WSVaXE7IZBRpm1l0WXjHT9zlbc3UydPZGd66ZAX5odaV2OPCwfzSijITsdTqSA0yB8fV3j4jqWEa1R4KJz5dNNuAv01zEmNo7SmgaRIC4V1rRzIraZR30laQS3+weEsWTCPiuo6ynRNpwyZaDSa0wZNTrRz505eeeFpApR2LGYzAd5KzEY7Gj8lhRU1hPp7EDlhBGEBPmSW1pFVosXYY+HKy5KISxjNqMRkXn3nI/7x+rskx4VjMJqorG2lvQeuWjKLUXExvPbuJ9gkXfh5eaD28SIkUMXciQmU1rewJ72EhXMmk5IymvTMbDo7Tdyz7Ery8vNJzyvjeL4CucSGtsWAv1lC+vFswkM0LJwzvff93agjIysHu7WHQF8PWjt70BnM1Gp1jupNfVVDZsyec8aBHkH4udi9e/eFXoIgnDNtrW0DHnN2seLs+r/QhcZHg9JJ2W+fHonxvK9NEARBOL9EuEK46PQLV0RdHOGKCI0Hfp4u6NpNZJQ0Y7bYcJJfuie+BEEQBEEQBOFceeCBB4iIiGDt2rWUlJRQX1+P2WzGz8+PMWPGsHjxYm699VYUCsWFXqpwAf3973/n22+/ZceOHaxdu5ZrrrnmQi/potDU1OT4c1xc3AVcydkb7CJ83X8rKhQWFWIzNJFbWkuXGcKCA+lp6GRU6jiUwZHoykrQ9jTg5+xGRXUd+9KyaDH09KsI0NduYv2eDMbHBTvCBbOmTmDd1j0og6NITk45q/Yfg+mrujFYuwsYWJHhdGMT46IwO6tQBsc61jd1VgBdXQ39Lsy3dhiZPnN2v7lPDK3k5GQzOyW639weShdefvs98vILeeKe6wkJDGBnWj5zx6Vg6Gjnu/3pSGwWuo0m5BIr5TVaAv1UqD0VdHRbCQ/0xd1FRmxkGIuWLMZd6c6+tCxUwSNPGzLRaDTDarui1Wp549V/MkrjQnSohp7uLmaOG8nB7BLc3JTIpTJ2puWja2qku9tEboWO4tpmrpiSwGUpI2g3GmmqqyQ2Mpj9x/IZMcKVlh4LI2Mj+HZvGh98vp4Fs6bi6qagu92Ah5srSoUzIRo1RwtqmDt1PEW1rdjcgzlYUI8EJ/702zsIDFCjnz6Bf73zCbszS6htaiUhMhBdfhGV2makMjn61lZU3t6kZ+ej9nBmweULSEpKwmaz8d7qjQNCMz8k1CMIgiD89Mjl4vKbIAjCT5H4dBcuKna7nayy3nCF0lVOpMbjAq+ol0QiYXycmq1pNXT3WMmpaCE5xu9CL0sQBEEQBEEQLjiVSsUdd9zBHXfccaGXIlzEYmNj2bdvH1deeSU33ngjf/nLX3jwwQdxdXW90Eu7YOx2O+vXrwd6T74vWrTowi7oLA11Ed6k8Ce7qRmJxIhCoSQw0JPgsFCCI0bQijvJySkA2Gx26lvbsFS2Eh41kstma9C3a/sFD2q0OqRSCSFDhB7Otv3HYC0vTtfu4lSGGhsZM3JAaGLjui9PWfXh5NBKrqmN/QcPk5I4EpW3N1l5Bdz5wN+oru8NfXz13SF2ffgMxwvL2XcsD1uPkRA/d6KD/flqRxoN+k7iIsDDzRWZkzPNXRY0gcFom5oprGkmqriy3zp2fLv1lCETGDpo0vfalpcUczjtKI21ZSQFxtJjsTJmZBgKFykBvp5UNHTg6+NFRlE1u46X09beha+vNwqFC15uriicZAQGBtHSYaKmtp6khBE4OcmID/FG5a6gyMeZkppGdHUVyHt6+C4tD52uicsnJ1KqzaCuxUBbexdGo5HO9jYiIsIZG+5NYICatvZ2amtqCAtQkVXmgVzhhZsqiGAfH6bNmM1r737Kn55+hbDgQLLyi5k6NpaIyAjHazFYaEa0AREEQRAEQRCEnz4RrhAuKtoWI83tJgBGR6iQSSUXeEX/k/rfcAX0tgb5McIVRqMRuaT3/wVBEARBEARBEC5VX3zxBQBPPfUUH374IX/961956aWXmD9/PsnJyWg0Gtzc3IY11y9+8YvzudQfhd1u5/HHHyctLQ3orQBzYouQS0llWQke1naOHjmMm7sHoWFhvRfh9VZmzJ5DZ22BI3hh+2/wwq6QOYIDKZF+1Git6M0SR+BisOBB4pgUarTaswo9nOxULS9O1+5iqFAGQHJyCp9mH+eVtz7EW+lMa2cPEo8Afrm4fzWD4VR9yMhIx8XcSmxkGN1dBmZPGM1nG77luX/9h0adns827qLH3Ft6XCIBf283DJ2dTB4Tx1tffkdsgIIZk0ehVLozLSWeg1mlbD9SQGltE27uXrh4B7B88UI+Xf8t2eUNfL5lP76aYK6+eikBAQFnHTLpe23paqayuBiVpRGvCF+6DB3kNbfh5iwhMsAbQ1c3/kHhHMsvReKs5Nbrl2LtaqOxtozKmgayS2rAbiUkqJWKxnaOF9WgcGlgVkoM1107j5q6BuaNH0F0eBBypQ8TxkfQ3GXjSFYRHbuziIsJo1XfislsIyU2EIvcQkF+Pm7WIEZEhZKTmYGrxIzR0IbU3El0UBSLLp+Bl6cn2kYd3p5ujjYgVZ7uNOnbsVptAEOGZgRBGJ7u7m4++eQTNm3aRHZ2Ni0tLXR3dw97vEQiobOz8zyuUBDOD5vVgrmj5fQ7CoIgCBc1Ea4QLipZJ7YEibw4WoL0GR+ndvw5rbCJ/1sUf16P19XVRUd7GzY7dLS30dXVNeyTjYIgCIIgCIIgCBeTG2+8EYnkf+F5u91Oe3s7a9asYc2aNcOeRyKRXJLhCpvNRmdnJ5WVlRw8eJB33nnHEay48847eeaZZy7wCk9vsFABQEF+PhrnTibEqmlr1XK8qYGqZiPq2HFDBhXc3aSnbDkxWPDAbrefttrDcJ2u5cVQwYdThTL6AhY2mx19RxfGbhNGsxUfdzt2u33AGk6u+qDVatmyZbPj9c05noGHRYe53RU/L3dMHW04S3r4ZMNO6hp0jnG+3h68+df/o725ia3bv6esoR2bHeSu7jS0m0kK9uOaRdHIXN35cNN+inQ9pCapmJUYzTc7D1BUUcOc1NGMiAyjRqvj0L7dqNXqMw6ZBAeHUFtbw56dO1C7WvDz8SbYS8bkSeMoraxF19ZJUXUj3+zLIiO/DLNNijpEQnMX3L5sKQvmTOPIkSP0GHTIJODbDTEjIknLLORIfgUTk0fTVN+AtauVTVt3YDB2E6xW4a9yp6qlk/jRiVzv6ol/ZAL1tbVkFheh9nDmyhnjUHr5kDg2mTWb95BVpqXps/X4utpQKpU4e/gwa1oqR44epb2zm9GjE2nRt/ZrA3KFtpHnX1vJ+5+tZ+rEcaIFiCD8ALm5uSxdupTS0lLHY4N9Rp7Kib9PCMKFYLFYaG5pPqMx2n1rKP7wEaxd7edpVYIgCMKPRYQrhItKdtkJ4Yqoiytc4e+tIELjToXWQH5lKwajGXeF03k73rPPPovNauWZmd48uqeV5557jieffPK8HU8QBEEQBEEQBOF8GuziyZleULnU3HHHHaxcuXLA4zKZjDlz5vDHP/6Ryy+//IzmNJlMmEwmx3+3t5//k/RDhQrcPFWMigzAbjZyvLiGYH8fDh3LQmfz4KEbegMJgwUVdny7dcgWHzB0u4nTVXsYLr2u6ZQtL4Y6/ulCGRkZ6UT4Kfj9il/3q9TRt/1MXt/v9+4mSiUjKdwHnbmHb/el8+HX39Np7HGMmzgmjjEJI6ivb0Ri6yEtvwptWw82JyVB4bGERATSY7HRbTJhMJoZO34SY8elUlVexr6cSmxImTZ+NL9cuuAHhUz2HdrJawfSiA7xp72jk8AYDVmZZUyMCyQyNIjG5lZ0HV0oXJwprqmkVNtBSuJI6hubqdK2kJGdw6Rxo8FmJSl+BBt2HqbHLkOj9qWts5uRERruvul6Pvr8KzC34yS109jcho/SmTaTHReJEzt37OBgTgVOnv5MmDKNw0BSiDshUXGEhYdht4ObE7S1tVNT20VskCeTU+OIC/Rn++69+Li7IDd3UFaQxbcHc5gzOcnRBiRI48/82dPYm1VJmd4uWoAIwllqa2vjiiuuoLa2dtDtEolk0N8L+sIUP/XfGYRLw8cff8x9v70Pq7MLo65/a1hjbFaLCFYIgiD8hIhwhXBRyf5v5QqJBEaFqy7wagZKjVNToTVgtdnJKNExPTHwvBynpKSEF55/nuWjlEwMdmH5KCUvPP8cN998MzExMeflmIIgCIIgCIIgCOfLLbfccqGXcFHx8vLCw8OD2tpauru7cXV1HfbYZ599lr/97W/ncXUDDRUqOHo8g6tnjCE8JJCMnELKdXpcvNRE+4Y7LjwPFlQ425YTQ4UeztTZHv90oQy9rgl/DwV5eXl0GTpwc/fA20NB43+3D+Xk13dEayvfbN5ESZWOw5n5bN53nO1HCh37KxUu/OaGuYwfHc3ujDLMVjt1OiNBUSP5y7KlfLPzAIXVTfg0G5FhpSKtmLpOOUGBAfg7m0iZMYYarY4dhzIJSon8QSGTRl0LX27YzJhgNyYlR1Bc3URptRYXGVRqm2nUNWOxWHB2cqa2qQ0nuRMv/e0BJGYjrhIz2w9lk55TyGtvryIkSENNVQXlDQZaDV0UlG+kvqmF6xbOpK2tjXHx4VTVNVKm1YJEwrGiOvRdZi6blMJXm3fir/blilmT0bc3IAGc3DxJSEigw2Dg+LE0qivKSIjwR6dvR46ZSSmjOJSeS6ivkpSoCRgsMnxVKrLKGug0g7vSHeitPGM0WZgxe45oAyIIP8Drr79ObW0tEokELy8v/vznP7NkyRLCw8MZP348+fn5vPDCCzz44IP09PRQUVHBunXreOmll7BYLLz11luXZPUq4afDYrHw73X/5q4v70Lq5M6uL4c5rrN1yGCFzM0TudL73C1SEARBOO9EuEK4aHSZLJTUtgEQHeiJ8jxWhThbqXFqvtxTDvS2Bjkf4Qq73c59v/kNPq4Slo9SArB8lJLvqsz89r77+GbzZlH+ThAEQRAEQRCES8r7779/oZdwQSxZsoSQkBDsdjsGg4GGhgays7PJyspi/fr1rF+/nieeeILPPvuMKVOmDGvOP//5z/zhD39w/Hd7ezuhoaHn6ykAQ4cK0ovrqNHqSB07igWzpzoqNSiDT31TwOlaTpxvZ3v804YyZHL2HzzMgknx+Kk8aW6pY/+hfGInzBsw14ltNXJyspmdEu14fWtrakiODaFO5YGrmzt+Kk/HuNSECJbPH49UKiMrvwxDWyvt7jIiIiO5/uorCVD7khgXhdlZhTomlsqyEmyeUuTGeswGHZNTZhKk8SfVZiMjJ5/MnAJmTZ1w1iGTjJxCfNwkXD4uBV9fNdMnjOG1D9eTV1pLcVUtNfVNuCuckUhlGIxm5o6PITcjjbHxUYxLScSKFC+/QOp0rRwq1FJWXInKxcbkkaE4y6VkONnIKy5nRFgQ8eGBjI6L5LF/rEIqlZIYF46nCXIrdEQG+zN7+mRmTZuEzWZD39ZOVpkWt617MHW1U11Rho9/IJNSx5GVV8QX6zfzp6dfwVflRVyQFwEB/kxPGYenhyctRhubvz92wd6fgvBTtWnTJgCcnJzYs2cPiYmJjm0xMTHk5+dTUlICgLOzMyNGjODhhx9mxYoVzJkzh2XLltHQ0MB99913QdYvCM0tzcy8ZyauHq70dP/w+WRunsTe/AxSmbhMJwiCcCkRn9rCRSOvQo/tv9XdLraWIH2SY/yQSSVYbXbSCk9958nZ+vrrr9m6bRtPXeaFq7w3ROEql3DvWAWPb93Kxo0bWbJkyXk5tiAIgiAIgiAIws9JREQElZWVZz1+0aJFjotFg1myZMmg398qKip46qmneO+996iqqmLu3Lns3buXceNOf/HWxcUFFxeXs17z2RgqVDB6TDL6tpYzvgit0WjOWYuPoZwYXlD5qUlOTkGj0fyg458ulGG322lu66JSq8eKlBqtnua2LmIHWdvHH6xEr63AZjZxMCOXlvIslE4Qn5CAob0NK3J81f74erjy21/MorK2CUO3uTdYYbeSV96IzM0HTz8N1Y0tzJgRRYDa1/GziYwZSXJyCjUVpcQHutPm5I7R0MY33+1i8fw5aPz9mDIu8YxCBFqtlh07trPx66+xGVtZMn8WHR0dhAeq0ek7CAgMxtvLk8njEjlWVE9RVQttHV2MDA9AJpWCTI6nhwc2czdSbNjtdmoaW4iMCGfc2ETW78nEe1Qs0WpX5qaOxNnVldHldWw+kM3Xuw6jGxWGUqnE1cMbV6mNri4jfgEh+CLFDSPqgN6fb4fB4GgBkl9voKaijJFhaialjuPQ0XRUCgm/mDee9KIacsrqcFcquGpsMp4eno4qFVNmzkPp43Pe3p+C8HNUWFiIRCJh8eLF/YIV0BuusNvtjnDFiYKDg1m7di1jxozhgQceYPr06YwdO/ZHWrUg/I/JZsLVwxWbDXpMslPu6yJzwVU+dGWy1Oe/R6GJEsGKS9Tnn3/OsmXLTrtfUFBQv1ZIJ48rLy8nIiJi0LG1tbXExsZiNBoBePrpp3n00UdPuQapVIqnpydBQUGkpqaybNkyLr/8cnGzriCcY+KTW7ho9LUEAUiMvDjDFe4KJ+LDvckp11OhNdDYasTfW3HO5u/q6uK3993LxGBXpob0P1k2NcSFCcGu3Pebe5g7dy5ubm7n7LiCIAiCIAiCIAjCjyciIoKVK1cSERHBX/7yF4xGI3fccQfp6ekX5cnPoUIFS+bMxW63n1VI4ly1+BiMVqtl47ovUTmZidL4UVNbwMaKUhYvvb5fwOJMj3+6UIbEZmXapBR0Oh1FR3Lx8fVj+qRxmK2WfvPs2LGdqsJMUkYEYey0IhkZyPGiKtZ+/Q3e+4+w82AWwQE+LJk7mfZWPaU1Oq6bPQ5vfw1t+lZ2pGWj7+xh0sQIfrl0IWu+3sKeQ8eob2qhoroOvdmJWybO69e+Iy8vD2NLHZVaPRk5hcyf6dMvRHC8rISmFgN+Km/S04/1C6P0vaYff7CSqsJMJkZ5YemRc+TA99S2mhgZ6kdsmD9ejXpMFjvpuaU4u/uwdGEUSYEK4sP9UHl7sXFfDrvTiwlQudPRbWZfZilF1TqiIvS0thuoajERHeDOyOgwXBUKekwmPNycCQsJpLJNwuHydpwlLUglYDN34yxTYOpoYVd6CaNjQrjqmhDa2tv7tQAJDXSnuUGJr8qb6jotKoWEq2dPIDOvhMSx4ziSW05hdRM79mf0f28vnifCFIJwjnV0dAAQFxc3YFtsbG8MbbBwBUBCQgJz585l27ZtvPbaa6xcufL8LVQQTqGuTEX+kRAs5qEvrbnIXFgYvhCZZOgAhpOHjwhWXMKOHz8O9IYnIiMjh9xv0qRJg47rk5ubO2S44rHHHnMEKwDGjBkz6FyBgYFERUUBYLVaaW1tpbi4mLy8PFatWsWsWbP49NNP+/1eJ1w4aWlpPPnkkxw4cACTyURSUhJ/+tOfzuiG6jOZo6KigmeeeYatW7ei1Wrx8vJi5syZ/PWvf2X06NHn8qn9rIhPb+GicSmEK6C3NUhOuR6Ao4VNLJwYds7mfvbZZ6mvq+eZRaoBJ9QkEgn3pSj51eZ6nnvuOZ588slzdlxBEARBEARBEISfo1deeQWDwXDW40NCQn7Q8R955BFWrVpFaWkpx48f5/DhwwNOwl4MThcqOF8hibN1YqhAKpWS+t92JRkZ6T94rRqNhuTkFEdVjH5BBJmc/PwCFkyKx3d8NM36drYcyid2Qv/3SfbxDEYEezN2RAgWYzu3XzWV1z79lk0HC9mfvg2z2cK40THEhfri5a5gT3YRNiRcHhxGblkNI0L9GTMygsomA4ePpiNxUpBbWoOh20pIUAABHp4c2rcbq83O2PDe9h2hYWFkNTfR2dlJYW0OXd09jhCB3W53VLgI0XgPGkbJyEhHr61g+pgols6bRHd3N/sOZ7Du+2xKWyx4+koo2Xuc2voGatpsJI5JYc6UePT15dQ3G3D38MLd1RmluydtFifSvs/BS+FEoI+SjGMNdFllBAaFUFJWjkpuItQ7EaXCleamJiqq6ph4xQ3Mnj2Hd955G2l7DbMmj0UmlWGzmNGbpDR32dixP6NfC5AlC+ah9lU5WoTYjYVMSQgiM6+ELquMMZERGC0SzM4qlMGxokqFIJxnHh4etLa2DvrvbkxMbzup2tpajEYjCsXAm9mSkpLYtm0be/bsOe9rFYTBWG32UwYr7k28F293Z1zlrqcMVgiXvszMTAAeeOCBfu36hjsuPj6e/Px88vLyWLRo0YD9srOz+fDDD4mNjaWkpAS73T6gYk/fXL///e956KGH+m3r7u5mzZo1PPTQQ+zatYsFCxZw+PBhnJ2dz+RpCufYli1buOqqq3B2dmbRokVIpVI2btzIVVddxbvvvsvtt99+TucoKChg0qRJGAwGZs2axbx588jNzWXNmjVs3ryZXbt2MWHChPP5lH+yRLhCuCjYbHZHYEHl4UKw38VblSE1Ts37W4sASDuH4YqSkhJeeP55boxXEOwx+F/NEE85N8YreOH557j55psdXzwEQRAEQRAEQRAuJRaLhW+//ZbDhw9TUlKCXq9HKpXi7e1NeHg4EyZMYNasWXh6ep7XdVx99dXndf7TkclkzJ8/nzfeeAPovQvpYgxXwPmtNHGu6XVNRGl6QwXQWyI5RONHme6Ht/c8sSqGl4ucfdv28flHHxAYGkFTo5YuXRW+blIUznIyi6oprWumyfzfcxxWCyo/NUZjF+7eLnQbjfh5KGnrMLJ25zEOZJU6jtOo06NraSO3rI7qhjasdimHcquICQ9hzvgYdLoW1H5+ZBTVkl3czNLLJ/PLpQscbVvWbd3T2xLDxUKqzYaXpyejxySTlleJASXKE0IEW7ZsHhBGeW/1Rv7xj5eR2m1IpRIMBgNKTKhV7mjr6+kxmfD2VDImIQZttxt70g7i52onLDiAIA1k5GUyIsiDBTOncXDf9xzNr6akTo+Pnz8Gs4ykkRAX6IGf0gmT1U5mWSOj4mPYurOeA5lFOMmleChcKKrRUVHfDAf2oVKpUPt4MzY5gokp/2spIHH1JL1cjzI4ln2bNhDur2bJgnkEqH0BSIyLwuysorm1jYKaGmLiRjEmMgJ3pbujhcql8t4WhEtZWFgYra2tlJeXD9jWV83CZrNx9OhRpk+fPmCfrq4uAOrq6s7vQgXhJBaLBb1eT3Vd05DBCneFnABPL+Qy6Y+8OuFC6KsakZSUdFbjVqxYwaOPPkpeXt6g+/3xj3/EZrOxYsUK/vrXv+Lj4zMg1H2qNbi6urJixQpSU1NJSUnh+PHjvP322/zmN785o/UK505nZye33HILnp6eHDx40FGxKT8/n4kTJ3L//fezdOlSfHyGvvH8TOeoqKhgzJgxrFy5st+1xNdee43f/va33H///Rw4cOA8PuufLvFJL1wUKhs66DCaAUiMHFi14WIyOsIHV+fe5OnRwibsdvsPntNut3Pfb36Dj6uE5aOUp9x3+SglKlcJv73vvnNybEEQBEEQBEEQhB+LzWbjhRdeICQkhMWLF/P000/z+eefs23bNrZs2cJnn33Gc889xzXXXENwcDD/93//h1arvdDLPq9OvEO+s7PzAq7kp0Plp6ZGq8NmswG977sarQ6Vn9qxj1arZcuWzXz60Sq2bNk87PdZX1WMySmjqK2rI8LHBYW5BVlLEWZ9DcHeLlRU17LnaB5eblImxgfRWJZF8ZHv8HfuorO2AKPRSHFtM7WNLXz53UFGXfvnfsGKEH9vfn3tdORYGR3qzY1zU0gZEUx1TR0hAT6Y7XIMdldcPPzw8PHHZDZRVVXDtt0H0TbqHGESX28v9GYn1m3dw+H0bHYeyMAzKIbfP/hHFixY6Hjv6XVNhJwQRmnUtZCXl091fhohLh2M8DQh6agjI6eAw+nZdLXpsJnaqa6s5NjxHI5n53BZYjgrn/09T/7uJp64bznJUf7sTsshLbsEN59AMip0ZFW24KwKwg6MjQlm6ewJLJo5jjuunc2oCH+qa+sZFReDj6+Gmg4pGVUGdF0wcVQkSSHudNYWUJCfT1FZ5YCfbWRMLAsWLGT+lVcRGhyM2lc1YPudd/4f/lGJFNc0k19cybqte9CbnUhJGfeD33OCIJxeamoqdrudPXv2YLVa+20LCQnB17c3ELV+/fpBx/ddAHJxcRl0uyCcDx9//DF+fn74+/tz5ZVXDrqPu0LOA9cniWDFz0RjY6Pj98YzCVf0jZNKpSxfvhzobQtysp07d7J161bmzp3rqCB2ctWK4a4hLi6Om266CYDPP/982GsVzr2PPvqIpqYmHnvsMUcoAnqrmPzud7/DYDDw2WefndM5kpKS+PbbbwfcpH3fffcRERHBoUOHHC27hDMjPu2Fi0L2f6tWwMXdEgTASS4lOab3l31du4kK7Q//8Pn666/Zum0b9yYrcJWfOljiKpdw71gFW7ZuZePGjT/42IIgCIIgCIIgCD+G9vZ2pk2bxp///GcaGxux2+2n/F9nZycrV64kISGBr7/++kIv/7xpbGx0/Fm0Ijg3kpNT+oUKTr6I3ld9orO2gCiVhM7aAjau+3JYAYu+IEJmXjEqhYQgfxWp8WHcsngaShcnlK7OJEQEMnvcCB7/v2uQ2O2kjgxhwaR4AlTuLL1iBqkJEehMcl78aBuPvL6BptbeEvnOchmjozT87oaZGAxGlK4y5oyLwc9TwS+vW4ImQE16UQ1Kv1AuX7CI2PjRFJZWkRjhR4i3E526GjZu20GdttERKFi89HqUwSMp09tRBo9kyTW/GPA+OzmMkp6dT5tex4zkEfx62UJuWjqXpbNS8PFwZvvhXFZ/e5i1O9LYcbSA8motVWXFRAT6IpP13ogik8lISYjEw8OTHrcAtuzPQu7qwa9XXMuoYA+KCvIwGloxdHaib+sAJLgrXJBKQO7sQtyIaJ555HfMnz2deRPimTspkQkpSSy9YgajIgPIKtPyydrNfLpmA8/96y0O5ZQSEhJ62p99X3ub070egiCcH9deey0AHR0dfPzxxwO2L1iwALvdzttvvz3gbu6XX36ZjIwMJBIJo0aN+lHWK/y8We1W2oxtPPToQ5glZty83VB4DWxX8/Jd8Wx5dgFXpIYO2GazWuhp12HuaBmwTbh09VWMCAgIwN/f/4zHxcbGEhERQUBAAPn5+f1uoLXb7Tz00ENIJBJeeOEFR+uPMWPGDDqXWq0mMDDwlMftqwTUN0a4MPqu5d1www0Dti1duhSAHTt2nNM5goKChgwkRkVFYbfb6e7uHsbqhZP9rNuCfPPNN5SXl/8opXBqampYuXIlt99++w/uyfpTlFX+v18wEqMu7nAF9LYGOZjXewIsrbCJyMCzL1Xb1dXFb++7l0khCqaGDC95PTXEhYnBrtz3m3uYO3cubm4XbxsVQRAEQRAEQRAE6D3hc+jQIUelwujoaG644QZSUlJQq9VYrVZaW1vJy8tj165d7Nq1C5vNRmtrK9dffz3r1q1j4cKfVul+q9XKli1bHP89efLkC7ian46+i+gZGemU6ZpQndACA/5XfeLENhjrtu4hIyP9tO0hVH5qamoLMHUZiPL3oayqDh9PBW5uSoLU3lTWakkvrCQiQEW7sRttSweXjQ/FV+VJta6RvDyoqSxn9ZoNtLW3O+YN9Pdl+pgo5iRH4O3liamnAS83J3LL6uiyOREhlTIyMpgDWWVkFlVhtEjYuH0vvl5u3LbsGirKSnCVmGnIKeWND9cQEZfkeM6ne07JySlsrChl3dY9hGj82LnvCE7OzsTHhDmqWYQGBRAbFkijvosdx0rxV7kzOiaE0GANX2zP4FhuMdcuuAyZTIbVaiW/tJo2g5kNa79CgZGxqTOIjgjGTWoiWOVKaXUDcaF+2O1W8svqyCmrp92mwO4koV7Xzl9e+g82s4m4IC+67f7EhfeuJTEuipYeOelFtcjMHYQEBRDg4cmhfbtRq9Wn/dlfSu1tBOGnZt68ecTExFBSUsLf/vY3rr32Wtzd3R3b77vvPj7++GO6uroYN24cc+bMwd/fn6ysLDIyMhz7DXZRSRDOpUxdJpsrN2Oymrjry7scj/d0y9n1Zf99gwNUg1as0O5bQ/GHj2Dtah+w7VJjt9kwGy7tgIiTuw8S6bm517wv8HCmLUFODkokJiayfft2qqurCQvrbT3/6aefkp6ezooVK0hOTnaMOblyxZmsoa8qUGdnJz09PTg7O5/Run+ONm/ezObNm0+7X2xsLL/73e+GNWd6ejrBwcGDhmGSkpKQyWQUFBSc9zn61NbWolAoUKvVp99ZGOBnGa4wGo088sgj/Otf/2LEiBHnPVyxceNG7rjjDhobG5k/f/7PLlxht9v7lWu02+0D2n5kl/X+4yyXSRgZ6v1jL/GMpcb97wMnrVDHL2ZGn/Vczz77LPV19TyzaPjtUCQSCfeNU3LbN/U899xzPPnkk2d9fEEQBEEQBEEQhPNtzZo17Nq1C4lEglQq5eWXX+a+++4b9DvQ1VdfzSOPPEJJSQl33303O3bswGw2c/vtt1NYWIin59mH238Mra2taLVaRo4cedp9X3rpJcrKygAYP378sMYIw3Oqi+h6XRNRJ7TB6GujUaZrOu28yckpfJyZwbFDB3CXWZDLJASrvZkz0wuJVEp3j4VwfxXBai+cZVJa2o3UN3dQ39CEtqkdN6mFNZt3OoIVcpmUq2cmY5c6sXB6IgEecjq7zbi6ulLf0oqXhxu+/j5IultxllgI1viSXlRHl8wLu4sX08ZFExoaiqeXF9VVVSjcddjN9jOuyKD08iE9M4OjhbXIvQLxlMpobDFgs9mQSCQ069vptsmQSKWsWDCRW6+6DCQS0nPLqNO1czC3ipffW0dsuIb80mp2Hi0kJNCfQC8nojV+1JflkZ2dzZSkaJYvmcW6nWkUaTvp6mynrqWbDqsLnt6eTE6KJsjfl8ycAnYfLcddqeCqscl4eng6Wnz0WGxMGxvrCMfYTgrHiACFIFycpFIp//nPfxwly3fv3t2vzUJqaiq///3v+ec//0lPT0+/8GGfsWPHctdddw14XBDOFavd6ghWDIdcPvASm81q+ckEKwDMhhYO3DP6Qi/jB5nyRg7Onn7nZK6+ChDffffdKa/nbNu2jcsvv3zAuJPDFXl5eYSFhWEymXjsscdwcXHh6aefxm63k5WV1W/MyXMNJ1zR13bQxcVFBCuG6ciRI7z++uun3W/GjBnDClcYjUa0Wu2QQXq5XE5AQAB1dXXndY4+Bw4coLCwUIQVf4CfXbhiw4YN3H///VRUVJz3Y1VWVnL//fcP2SfupywnJ4dPP/2UI4cPk55+DH1rGwD19fX4+qhISRnHhIkTWb58OSERsVQ19pbA/H/27ju8yaqN4/g3abr3ntABhTIKtGXJFkQ2lCkioKKIvgwnKkNFQYZbASeoICAoe5S9Zxld0ELZhS66Z7oy3j9qA6ErHdAC53NdXLbJOec5aW2b5Pk99+3TwApDfb263LpOvJwtsDY3JD27gJCrKSiUqmr1VLt69SpfLFrE6GbGuJpX7cfR1VzG6GbGfLFoIePHjy/VN+lJlZCQQEJCQpXnOTs7V1pCSxAEQRAEQRCE6rm3/PeSJUt0OjHSuHFjdu/eralakZSUxPLly3n77bcf5FZrLCMjAz8/P959912mTp1a5gnurKws5s+fzxdffAEUn3D69ttvH/ZWn1gl1SfaqVSak/OxiSlYu+oWbpFKJbRs4o4iN52cXDkhV+JY9NsmEtOysTIzomubJujp62GsJ8HFwZLDodeIuZOBj7sjMXoyvL3cuRmXhLOtBbNe6c8LA7rxzleruXzrDmberuQWgWcDF05euIGeXg6OaYVEXYtDITXk5eeHcTUmHlPXxrh7NSY97hIqlQpLCwvMmzcn+lYyXVv76BysKGmRYq1fxOCurYhNTOFCTDI34/PZuP8Ul6/fxMHGkviMAswcvJBdSyA7R87NuGQysnPJU0Crpp4UGLtQZN2Io5fjSM+W0djLi95tG+PdwA6FPBMrM2M2HAoj7k4KFpaW9OzWFRsrC0LCL2Blako3P38M5Hc0gYmnO7fHwmob0beT2X88FDcnO2ITU0gv0sfO2go3J6tqhWMEQahbPXv2pGfPnuXe//XXX+Po6Mj8+fPJytI+MT1s2DB+++03cXJQeKDyFfk6BysADPVKV6JW5GZUGKzQM7FAZmpVne0J9UBJ1YiWLVtiaWlZ7jh/f/8y590brgCIjIykb9++LFmyhJs3b/Lee+/h7u7OtWvXyM7ORl9fn+bNm1e4VkWSk4ufH5X13DAyMpJp06Zx7tw5MjMz+ffffxkxYkSla1YmPj6eX3/9lUmTJj2S51zmzJnDnDlzam29kr9n5ubm5Y4xMzPTahf5INYASE9P58UXX8TExITZs2dXOFYo3xMTrggKCmLu3LmcOnXqgR/r5s2bLFy4kD/++IPCwsIHfrz6ZMeOHSxauICjx45jZaJPC1s9Ahvq4dbCEgM9KFRCbLaCy1dO8NOpoyxYsIDO/ceBV3HPPV/P+t8SBIrfSGnbxI695+KQ5yuIismgVRXbmajVaqZOmYKtsYQxLUyrtY8xLUzZe6uIqVOmELRzp86VLx5nv/zyC59++mmV533yySe1+gdTEARBEARBEIS7zp07h0Qiwdvbu0pXnEqlUpYtW8bevXvJzc1l8+bN9T5cAZCfn8/nn3/OwoULadu2LW3atMHW1pb8/Hyio6M5fPgwOTnFFxlIJBJ+/vlnunTpUse7rp8SExMJDQ0hPSUZazt7/Pz8cXJyqtGa97fBKDlp39U/oNK5oaEhNLQxYuiY18jOySHm5k027jzAzXQVRpYm+DVxwqOJF/LcHHLlcrwaS4gvSOB6ai5J6Tdo2lQPU1MT5v5vKP2easHlmEQiLsfg3dCerccugr4pXh4NuZiYhqljIxLj4/AwlOHb1AMVUk6HhOHq4kJ6SjI9e/ep9uMo+dr+9tuvSLNiad+rM+4e7jTxakDkhRVYGsuwcfIhJOoyCnUafQcPZdiwYdg5uXHp1C7OXryNrY0FBgaGJGYW0qt3H54fMwaANX+t4HrESdycbPFo4EJ4ZCZZiano68Hh0xfo0vkpBvdrj72tNfL8QkxdfUhPScbtvmoivk29KDKwxtTVW6vFR0jIuRqFYwRBqN/ef/99pk2bRnBwMPHx8ZiYmBAQEPDEVYMWHg16kqpdKKpnYoH3+PlI9Z6YU3OPlZLn8lBcma9p06ZVnlcSiCipOhEVFUVGRgbz58/H2tqamTNnAncDFM2bN0dfX7/MtXSpXHH27FkAOnbsWOq+5557Dnt7ezZs2ICpqSktW9ZOhZLDhw/z6aef8tZbb9XKeo+6oqIiAPT0yv99IZVKK7y/NtaIiYlhyJAhxMTEsG7dulr7fj+JHvvf4B9//DGrV6/WlNkEcHBwqDS9Ux179uzhyy+/5MCBA5o2GDKZDHNzc9LT02v9ePVJamoq06ZOZc3ff9PK0YiPu1jSxc0Qfb3yT/YXKdUciy1gR4EeJX8aPB0eneRxu6b27D0XB8CZ6OQqhyu2bNnCrt27mdvNEiNZ9UIRRjIJk9sY89Hu3WzdupUhQ4ZUa53HyaRJkxg8eHCp2/v27UtycjL29vbs2rWr1P2PYoJSEARBEARBEB4VKSkpAPTq1avKc62trenbty/r16/n8uXLtb21WmdmZoazszMJCQkolUqCg4MJDg4uc6ynpye//fZbtb4uT4J7qyp4OdkRG3eJbTevMWjoyBoFLJycnBg0dCShoSFaJ+11qfZwb0sRSwsLWrVqRZ5CwvV0NdZ29uTGXaJt27ZIpVKSU9P45IUpRF2+wcvDnsHd0Q5Ha0PCCwrJzslDX08PT/cGJKdlEnktgSJ9C9x8u2JsZoK/rz1e6RnEXwymawsXAlr5oFar2bT3FCfOnadLn6E1ehwlX9uM2Mt0au5CUVYSEaGpGBib4G5vTmMve8aMGKRpuWHq6o6joyNDhw1jTU4Gcdl3yKWIW3eSSMwBk1s3mDv3M2ytLEnNyCQ1I4fYxFTa+Xrj28yHgyfOEpOSTzbmSA1MuHk7nmNnIjRhkHsDEyWhlf2Hj6OycGPYfYGamoRjBEF4NBgZGdG9e/e63oYgALD0uaXIM+ToGZrTYuQv1Vqj3aIj6JvbIDO1EsGKR1hkZCQKhQIjI6MqVRIvmWdjY6MJijVv3hypVEpUVBSff/45aWlpfPnll1hbWwN3wxVt2rQpcy2ZTFaqosX9VCoV+/btA6B3795a950/f57IyEiOHTtG586ddX4suggPD8fDwwMrK6taWU+pVAIVBwvqMxMTEwDkcnm5Y3JzcyusSlHTNXbs2MGLL76IRCJh79694m9sDT32v8Xnzp2r9fm4ceN4++23S5XkqQ1r1qzR/KICaNasGb/88gsfffQRhw8frvXj1RcRERH07fMsORmpzHjKgt6eRjpVUNDXk/C0uxFXzJpx47/b/jduEB5b12tKItVn7Zraaz4+G53MK/10SylC8S/AN6dNoaObMZ3dSpcOq4rOboZ0cDVi2tTJ9O7dW/NL9klVXnuPkpKBBgYGD+TnXxAEQRAEQRCE8tna2pKQkKB5s7CqGjVqBBS33Kjv7OzsuHbtGv/++y87duwgPDyc+Ph45HI5ZmZmODk50aFDBwYNGsTQoUMf2TcJH4bQ0BCs9Ys0rSLa/XeiPzQ0hH79+tdobScnpzLXqKxSRlktRS5fjyEmU41tRgYXzp8n+ko0qclpLPsniOzc4jdAL1+/RZ92PciR5+PtYs2+s9FkyfPxdLEj7k4a6flqAp95ChkKevbug5OTE2v+WkHrlj7kq/IIvXAZa0szcnNzScspxP+/IEF5j6Oyx1Lyte3ZpT3y9ARaN29MeNRVbsTEkJNXgJd78QUk97fccHJyYsz4CYSGhnDj6hVy1XL8mjhCQRLK9HQSkqXYOzgQnZnN3uAo7qSkYWZsSExyNh6+HXm17yBiY2+XCoOUBCZWbwxCnplCRno6+Qop7qZqtm36VytQU5NQiSAIgiBUlTwzn8J8GTKJfuWDy6FvboOBhV0t7urh0TezodOPF+p6GzWib1Y7FdPDwsKA4mBEVZ7Dl8y7t42HsbExjRs3JiIigtDQUNzd3Zk6darm/vJaf5Ss1bRpUwwNKz63tGXLFmJiYrC0tOS5557T3N63b192794NoKmet2HDBiQSCT/++CMRERFkZWXh7u7O9OnTeeWVV7TWPXLkCPPmzSMsLIycnBwaNGjAxIkTee+99/D09OTmzZsAmvOEc+fOZfbs2TRq1Ig+ffqgp6fHxo0bycjIoGPHjixbtgxPT0/N+m5ubowdOxYzMzN+++03bt++zZ07d7CysuKrr77izz//5Pbt23h5eTF79mxGjx6ttT9dj1OeoKAggoKCKh3n7e3Nm2++Wek4KysrjI2NiY+PL/N+lUpFYmIifn5+D2SNzz//nI8++oiuXbuyevVqUQmqFjz24YoSffv25ZNPPqFjx46aH+wHxcPDg+nTpzNx4kStcj2Po4iICLp364q9fgE/9LPCzqRqbwopkRIrK/5lZqFIwTg7hm5du3Dk6LF6H7BwsjGhgb0pt5NzOX8jDXmBAhND3X6kFixYQEJ8AvMHWNe4lYdEImFqgCkv70hg4cKFfPbZZzVaTxAEQRAEQRAEobZ5e3uTkJBAQkJCtebn5+cDZfcKro+MjY0ZP34848ePr+utPNLurRIBpU/01zZdKmXcXzXh8vUYjp2LpH3rZjhbSQhOTeKvfeeJvnFbs665qTGTnu9Pry5tOHEmDMu0PJq2akdsjpzrYbdp3MiDnt39sDAxIio6gv37rXnhhbFY29mTEXeJnp38iIuNJSkrk9R8Kd169qn0Z6Gyx1LytXV3c2bb7ng2HziNVK3kVPg1itR6DBveBKDMlhslgY6dO4NwMFbi7WZLUVYSrZv3YPOB05hYO2NlYc6F2CxiC1RIiyT4tn+Knr164ejoWOb7PSWBid9++5WM2FR6dmlPQKvm2NtalxmoqShUIgiCIAi6UKqV5CvytW7Lzs/W+jz+ujUtRv6CnkH12no/DiRS6SMbDKltJYGHqrZTKC8o4evrq6nMN2/ePK2wREmI4v7KFSVrVdYSJCMjQ3Pif9q0aVoVDb788kssLCw4e/Ysa9as0Tymb775hsDAQN577z309fXZuXMnEydOpFmzZnTq1AmAY8eO0atXL6ZMmcJ7770HFJ8nLLm4dd26dfTv35/AwEBeffVVoDjskJWVxY0bN1ixYgX9+/fnjz/+IDY2lvfee48XX3yRI0eOAMVV8uPi4lixYgVPPfUUS5cuRaVSYWVlxaBBgzh//jyffPIJjRs3Ztu2bTz//PPY2Njw7LPPAuh8nIqcPn2apUuXVjque/fuOoUrpFIpzZo1Izw8nOzs7FLVJSIjIykqKqrwouDqrjFr1izmz5/Pm2++yddffy2C/bXksQ9XfPLJJ4wePRofnwffd/HZZ59l1KhRPPvss8hkj/2XltTUVPr2eRZ7/QK+edoCMwNplddI0GtAkaT4l66n6jpTe1rwzoEs+jzbmwuRUdjY1E6i8EFp19Se28m5KFVqwq6m0qlF5W/0Xb16lS8WLWJ0M2NczWvn/xNXcxmjmxnzxaKFjB8/vkolqQRBEARBEARBEB60F154gcOHD7N3715U/13xXxUnT55EIpGU2StYeHyVVSXi/hP9lVWaqApdKmXcXzUhJlNN+9bNeHnUQJb++Q/7jwcTdydVs2YDJzteDHyaoc90RCqV4unegDPX0hg+KpD0lGQsySQuPh5rYzVuDsakJ0k4cWgvvXo9owlyHDgRipuTHXEZhVi4NKanDm1kKnssmq9tmxYM6tOLkPMXOXDsNPr2jXCxseTEuQuVttwoCWjky3OwszRDT08PNwcbrqdk0sTLHZm1mjHjXtT56+/k5EQjD3e8/Dzo4H83gPEgAzWCINSeB9GGuzwODg4P7VjC4yk8JZygmCAKlAXljlGp4OJpN/QMdH8PX6VUUJSdVhtbFOqhksBDVS8MLqtyBcCAAQPIyMjA0dGRF154QXN7ZmYmMTExZc4pWauicEVSUhIDBw7k9u3bBAQEMHv2bK37fX19SU1NpW3btlqvrz7++GPNx0qlkm7durF69WqOHz+uCVf89ddftGvXjm+//VYztiTYANCkSRNSU1N59tlntdY+cuQIarWaQYMGsXbtWs3td+7cYebMmZrAQEl4pGfPnqxevVozbt68eZw4cYKwsDC8vLw0Yw4dOsTy5cs1ewgLC9PpOBWZM2cOc+bMqXBMVfXt25eQkBA2b97MuHHjtO7bsGEDQJnt7muyxtGjR5k/fz4vv/wy3333XS08CqFE1c+GP2LmzJnzUIIVAGPGjKF///5PRLACYNrUqeRkpDK/q3m1ghUAMTIvzccNFdcwM5Ayv5s5ORmpTLunBFJ9dW9rkDPRlb/QV6vVTJ0yBVtjCWNa1G7adUwLU6yNJEydMgW1Wl2rawuCIAiCIAiCINTECy+8gI+PD3FxcVV+Y+fAgQOcPn26uGrfI/A6Uag9fn7+pBfps2nXYYJDzrNp12HSi/Q1LTFKqjPkxl3Cy1pCbtwltm36l8TExGodLz0lGbcyKmWk33div6RqwphxL9LIw51mjdz5aNFS3v7kK02wwkBfxoz/jeOd8QNJzS5g0/5gToVHs2FvsOYxWNvZc+LceawNYWivDrRv1YT2LRvh5WRFaGiIJshh6urD9XQ1pq4+DB42qtyqFYmJiezcGcSav1Zw9NABrMyNy30s935tY2ITyCtQ4NOmA2+/8y4vvPiKTse0trMnNjEFIxNT0jNzUCqVxCalYWVpWRyCsbMvNacyJWuqVCrgnsoZ1VhLEISHy8nJSdOu90H+c3FxqeuHKjzilGplpcEKAEWhDEVR+ed6zIxlmJvcrVyeeGw9x99ozpkPutXaXoX6JSIiAqh65YqSefcHJV5++WX27dvH6tWrtSqclwQMGjRoUOoC5PLWArh9+zZfffUVzZs358yZM7Rs2ZJNmzZpqkrcKzw8XKsqRmFhIT/99BMBAQFYWVkhk8nQ19cnISEBMzMzzTg7OzvOnDnDp59+yvXr18tcF0pX3AgNDUUqlTJ37lyt25s0Ka6WlpqaqpkvkUj44osvNGNUKhWLFy/m1Vdf1QQrSjRq1IjY2NgqH+dhmzRpEgYGBsyePVurtUdkZCTffPMNLVu2pE+fPprbg4KCeOqppwgNDa32Gr/99htQHEwRateTkQIQat2OHTtY8/ffzHjKosqtQO51S9ZI87G74hoAdiZ6TPYzYeGaNYx54QX696+/ZR79m9ghkYBarVu44tKlS+zavZtJfmYYyWrWDuR+RjIJg70M+HX3bi5dukSzZs1qdX1BEARBEARBEITqMjY2ZvPmzXTp0oUPPvgAc3NzJk6cWOm88PBwnn/+eQDef/99Onfu/KC3KtQj91eJsHb1oat/gOZEvy6VJqri/koZ6RkZHA8+R3K+DOudQWVWxbCyteON997m/MUrmtsaudozedwgnn2mF8v+WkdqRjZnL97mSOhV9EztePX1N3B0dMTPz5+tG9aRm5tLTGwC6Zk55Kv1aePrw53/QhC6tr+4vw1IZEEmx08G4+/rg7WVVamqH5V9bUuOmZiYyL59ezkfFopUKqFlaz969uyFk5OTprJG+OVbyDNT2HfqPLkKKe4eRqiNbbSqXehaYeT+tisVVc4QBKF+Ehd9CfVdviK/0mBFZcyMZbw7shUyveIQo0qp4MrKmSjlWbWxRaEeunHjBpmZmQDMnDmzwhPW8+bNo0ePHlrzZDIZzZs31+lY5bURuXcPs2bN4vPPPwcgLy+PO3fuEBcXB4CBgQGTJk3iyy+/LLNKQ1xcHKmpqVrrjxgxghMnTvDWW2/Rtm1bbGxsCAsLY9KkSVr7njVrFgqFgp9//pk5c+YQEBDAnDlzGDhwoGbvpqampaqrh4WF0bhxY7y9vbVuT0hIQCaTaZ6DhoeH4+fnh6urq2ZMVFQUSUlJWsGBErGxsTRo0KDKx3nYGjZsyKJFi3j77bdp2bIlAwYMoLCwkO3bt6Onp8eqVau0qjsuXbqUU6dOsXz5cpYsWVKtNS5duoREImH+/Pnl7svb21un1iaCNhGuEKpl0cIFtHI0orenUY3WifkvXKGvLsBJGae5/VlPI4KuF7Jo4YJ6Ha6wMDHAp4EVF29lcC0+i9SsfGwtyv+a+Pj40LdPH7acOEhgE5NaDVjkK9RsvV5Iv759H1q1FkEQBEEQBEEQBF3I5XLc3Nw4fvw4Y8eO5fXXX2f16tVMnDiRp556Cnt7e03/14KCAq5evcq6dev46aefyM/P5/333+ett97SueS4KBf++KgoXFDSluL+6gzVbSFx74l9K3Njjp8MJjVTTt+eXYurYty8xqChI7VCAf7+ATi7uHH+4hWkEgmd2jQh8Gl/DPXg1xVrySuCFs2akJmVg56pHa9M+h92dnbs3BlEekoyFjYOxGVlkZStxMzKiUYN3Nh/PBRrV/dy91lWUOH+oEkDF0cWLV7OH39vpnOHgDJDCpUFNxITE1n153JuRYfTxNUKM2NDrpzeS2JsDGPGT9AKaMRcv0oRGbhYW+HaqDH+9wQ17g9+xJbztSzZU0WhD6HYyZMnNeW5yyKRSLCwsMDV1ZWOHTsyfvx4unfv/hB3KDyJGjZsqHXltSA86vJz8kvd9vesnliaGmBuoq8JVgAocjPKDVbomVggM7V6UNsUHpKSwAOgVU2gLPdW2CmZ5+Pjg6GhYZWOdX/1h7L2oKenh5WVFTY2NgwbNoyuXbsyYsQI3Nzcyl2/pLVIyfpnzpxh27ZtBAUF0a9fP824TZs2AdohDxMTExYtWsSiRYsIDg7mnXfeYfjw4aSkpGBubk5YWBitWrUq1QYyNDQUDw+PUnvZsGEDnTt3xtjYWPMY27dvrzUmOflu6PheKSkpnD9/XqtFhq7HqQtvvfUWzs7OfPXVV2zYsAFTU1MGDx7M3LlzS4VRBg8ezPHjxxkwYEC110hOTkatVrN06dJy99S9e3cRrqgGEa4QquzChQscPXacj7tY1ugJc4bEmkxpcUmjBoob6KHS3CeRSBjS2JC5R48RGRlJixYtarzvB6VdU3su3soA4OzlFPq0Lf+PlkQiYfGSJbRo3pw1kblMaG1W7tiqWhOZS3qeih8WLxYvZARBEARBEARBqFfuv2JKrVZz9OhRjh49WuE8tVqNRCLhyy+/5Msvv9TpWBKJBIVCUe29Cg+OrtULdHV/pYn7qzNU1b0n9g8cOoAEfT6c9irOjvaoVCp+X7eN3377lUYe7lr7DwwcglQhJ7B3J5o08iQtO48jJ4KJTcnho7dfI/5OCulpaURdv83Ro0fQl6g0QYNcR1PORNzmSnw6TYws2H88tMJKDfcGFRzMjQk/sZvtG9ehZ2DC4G5338h2cXKgT88uHI2I4Xq6ulohhdDQENITb9K1tRdDe3dEIpFwLuISRyPjNdVBdKmsUdUKI7pW63iSlZwUKY9arSYzM5PMzEyioqL4/fffGTZsGCtWrNAq7f042LNnD7///jtnz54lLi4OCwsLvL29ee6555gwYQKmprXTljcjI4Nff/2Vbdu2ERUVRXZ2Nra2trRr147nnnuO5557rkqtopVKJTt37uTPP//kwoUL3L59Gz09Pezs7GjZsiUjR44s1U+9vrt582Zdb0EQqm2y72QMMOD69et06dIFgKIifQJeXqE1ztLUAGtz3U6QQ3Gwwnv8fKR64lTcoy4wMLBalXmqM2/ZsmUsW7as1vZwv/DwcOzs7DTVIW7dugVA06ZNNWOuX7/O0qVL8fDwwMrKqsx1OnTowLhx4zh16pTmtrKqqhcWFhIVFUV+vnZg6fDhwxw6dIjt27cDUFRURFRUFK+99prWuIYNGwJw5coVraDHZ599hpGREWPGjKnScepSyXOGykyaNIlJkybVaI0bN25UeX+CbsRv9HqsoKCAgoK75amysupHSak1a9ZgZaJPFzfdn0SU5Zbsbm8kd0Xp3kxdGxhiZaLPmjVrNOWN6qN2Te1Zube4/OeZ6OQKwxUAjRs35v0PPmDRgvn08TLC1bzmP4axWQrWRuUyurkpab++zM2nhuLYaRjGjh41XlsQBEEQBEEQBKGm7n8TsCQQXtmbg7qOE+q/qlQv0NWDaCFRcmI/PSUZL2sJzo72ACSlpHEr5ia34u9wJeI0g/v01Ozfo5E3r4wdpQkPqFQqLl2+io2tPadDwrA2luDlYEN6koQDO7fRp0dHhj43qDho0Kb4YpKYTDWyckIQ94ZSrt2Mwd1SQs/uXbgQHkqAlzXpd25z+EwYkuw4vD1cadigASqVirwCBd179qp2UCE9JRljfT3cnGw1oQ1bawusTFNIr0J1kNquMCJoXzFra2tL27Ztte4vKCggOjqahIQEzW0bN24kPz+fHTt2PLR9PkhZWVlMnDiRf/75R+v2/Px8kpKSOH78OD/++CMbN26scevcoKAgXnzxRVJSUrRuT0xMZNu2bWzbto1Fixbxzz//6FRNNjIykjFjxhAREVHqvuzsbG7cuEFUVNQjF64QhPpIqVaSr9A+0SpXyEuNC9ocxJtvvKlpuQAgM7Ko0bHbLTqCsZOXCFYI9U54eLhWVQw/Pz9kMhnvvPMOU6dO5cqVK3z55ZcYGxtrjXv99ddRq9U8/fTTODk5cf78eebMmcPLL7+sCdNbWVkRHBzM/v37MTU1xdfXl8uXL1NUVIRcLmfq1KkMGzaM8+fP88knn/D6669rqjNcunSJwsJC/Pz8tPbbqFEjunbtyvvvv49KpcLa2pq///6bVatWsXXrVqytrYHiv6+6HEcQakr8Vq/HFixYwKefflrX2yjldHAwLWz00NerWXWEkpYgAA0V10rdr68noYWNHqeDg2t0nAfN18sGA30phUUqzkYna66sKo+yMJ9xfvYsM5ay+Gw2C3pY1ajShFqtZsm5bGyNpYxpYYo8/go3N3zBzQ1fYNE4AIdOQ3HoMAQDS/tqH0MQBEEQBEEQBKEmRKlwoarVC3TxIFtI3F8V48TZcPYfPcXJsGgAAvs8jbV+EaGhIeWGPJTyTJq7WTG0VwckEgl6qLgen0JOTrZW0MC3qRem6WrGjHux1D7uD6WcO3YZe2y5fDkaCnOQqJU0drFGoWrEzdh45n75Pf6+LchTSJCYO/LCoMqDJuVVFLG2syevSElsYirtfFVIJBJS07PIyC3ExU739xhqu8KIoF25YujQofz2229ljtu8eTMTJkwgPT0dKA4J7Ny5U6vk96NIqVQyfPhw9u3bB4CzszPjxo3Dw8OD2NhYVq5cSWxsLJcuXaJfv36cPXsWOzu7ah3rwIEDBAYGUlRUBECzZs0YM2YMDg4OXLlyhd9//520tDTOnz/P008/zZkzZyosxb5//34GDhyouaq2cePGBAYG4uHhQUFBAXFxcRw6dKjeXGQnCI+y8JRwgmKCKFAWVDr2ww8/1ApW1AZ9cxsRrBDqpfDwcAYNGqT53MvLi+XLlzN79mwGDx5Mp06d+Pfff+nbt69WuKJp06b8888//PvvvxQUFNCoUSPmzJnDG2+8oRkzd+5cJk6cSP/+/SksLCQ5OZnQ0FBkMhl79uxh0qRJ/Pbbbzg5OfHhhx8yffp0rX1JpVJatWpVas///PMPb731Fv/73/8oKiqiU6dOHD9+nHbt2mnG6HocQagp8Zu9HpsxYwbvvPOO5vOsrCwaNGhQhzsqPpEfEnKOwIZ6NV7r3soVDZWlK1cAeNvoseXc2UoDC3XJUF+PNo1sOX0pmTvpedxOzqWhQ+kSiyqlgsQj64jZ9DUFafFM9jfloyOZHI8toEsDo2of/3hsAcHxhfz+2Zs4SmLIvHRSc1/W1XNkXT3H1VWfYN2iG46dh2EX0A+Z8eNVAlIQBEEQBEEQhPpNlAoXHlT1ggfVQuLewERuTg7vfPo1aRl3T3Zu3LmfKS+P5npKcpkhjxc79ObH778iNzeXmNgE0jNzyFfr08KnCVHXYlHpGDS4P5SSmp7B+dCz3I6JwcpYgqWRHiYmxrRtaYu3qzV7Tl3gbOQ1nF1csDFTV1r1paKKIn5+/kSGh3I0PJw7KWmYGRsSk5yNhWsT/P+rDqJLq5cHUWHkSaZUKjl//rzm87JOQJQIDAxEpVIxfPhwzW3r169/5MMVCxcu1AQrnn32WTZu3KjV/mPWrFkMHjyY/fv3ExMTw/Tp0/njjz+qfBylUsnEiRM1wYqpU6fy9ddfo6+vrxnz/vvvM3z4cI4ePUpiYiLvv/8+a9asKXO9iIgIhg0bRn5+PpaWlvzwww+MHz++zLHx8fFV3q8gCHcp1UqdgxVQf6qGC8LDcOnSpVK3jR8/vtTfpKSkJK3P3377bd5+++0K1w4ICCAkJETrttDQUJo1a4aPjw+HDx8ud+7YsWMZO3Zsmfc5OTmxdu3aCo+t63EEoaZEuKIeMzQ0xNCwZq03alt2djbpGZm4tbCs0TqF6BOvV9wnyUEZj4m6dCkugAbmMtIzMsnJySnVo7cyeXl5yCTF/33Q2jW15/Sl4jeEzlxK1gpXqFUqkk9v5cb6L8hLvBsi6dzAiK7NLVgaeoe2zoYYyaoeHslXqFkalke/vn15afa3SCQS8lPjSDq5iTsnNpF7K7J4oEpJ+vmDpJ8/iNTAGFv/Z3HsNBybVj2Qygxq9uAFQRAEQRAEQRAEoRKVVS/Q5ST9w+Tk5ET/wcOYNWsWq1atQqlUAmBkaMgXH73JG+NHsnn3EdTGDuzcGVTcJkNPhlqqp2mZ0cq/A6kJ0SRlKzGzcsLMyIRtR8K4eiuJj7/6mU4BvuQVKEgv0qepWwPNOvc+/vtDKf6+zTh1JoRT4ZexMZFiYWqIoYk53nYmmEryGTOgGzlSC0YH9tepMkhlFUXGvvQK+/fv43xYKNIiCb7tn6Jnr144Ojrq3OrlQVYYeRJdvHhRq5f4vb3HyzJ06FDs7Ow0LS0uXrz4QPf3oGVlZfHVV18BxRUr1q1bpxWsADAxMeHvv//Gx8eHtLQ0Vq9ezaeffqrp2a6ro0ePcv168Xt5AQEBfPvtt+jpaV9wZm9vz9q1a/Hx8SE7O5sNGzaQlZWFhYV2OwG1Ws2ECRPIysrCzMyMvXv3al1tez8XF5cq7VUQBG35inydgxUGUgPysu87hyCRYm0vfg4FoTaEhYWVavXxKB9HEES4QqiSwsJCAAyqWLjiRGwBP4Zk8z9/czq5GRIn80AlKV6koaLsqhUA+nrax9WVXC4nOysTlRqyszKRy+WYmJhUbdNV0K7p3XKYZ6KTGd7NE7VaTVrEAW78s5CcmPNa4239nsVz5If8XmhAi+bNWROZy4TWVa8msSYyl/R8NYuXLNFU9jCydaXhwCk0HDiF3NhL3Dm+kTsnN1KQEguAqjCP5FNbSD61BZmZNfbtB+HYaSiWTTog+e/NGkEQBEEQBEEQBEGoTRVVL9D1JP3DdOPGDcaPH8+xY8c0tzVs4MbbE8fQrnULNu8+ws2UPPT0bmGYl4SDuTHHTwaTmimnT88u5MalkpuVh9TckbiMQozz0tl9YBu2lia8OqoPl6/fIujIOTr16E3HDq05dexQmY///lCKg50NDd09uJYk53REGLbGSiaOaMHt2HjsLE1Iy1Zg7WStc2WQyiqKODk58cILY+GF0lcRVqXVy4OqMPIkurclCFRcuQJAIpHg6empCVfk5OQ8qK09FKtXryYjIwOAd999FysrqzLH2dvbM3HiRBYtWkRRURH//vsv7777bpWOFRkZqfl49OjRpYIVJVxcXHjmmWfYtGkThYWFXLlyhYAA7cosK1eu5Ny5cwB8++23FQYrHlcrV66stbXKq/ghCFVlqGdIV5uuqJV3Kz3ZNemO78B3yStUVTpfpVSgyM2gKDvtQW5TEB5ZarWa8PBwrSpaj/JxBAFqOVyRm5vLkSNHOHPmDOHh4cTExBAfH09OTg55eXkYGhpiYmKCo6Mj7u7uNG/enPbt29O9e3fs7XXv1SjUHQOD4ioHhUrd5+Qr1PxwNotkuYofzmbh72RHjOHdliDuimvlzi1Sah9XVwsWLEClVDK/hxWzDmewcOFCPvvssyqtURXerpZYmOiTJS/i3JVk0i4FE/PvAjKjT2mNs/R5Cq9RM7FsUvwCqjHw/gcfsGjBfPp4GeFqrvuPZGyWgrUX8/hw5iwaNWpU5hhTNx+8npuJ56gZZF05w50TG0k6tRVFTvGTPUVOOgkHVpJwYCWGtq44PDUUx07DMGvYvHpfCEEQBEEQBEEQBEEoQ0XVC3buDNL5JP2DplarWbFiBdOmTSM7OxsoDhx8+OGHTJo0icjIC5r9u5pkoC9PZGjf7kRFRdGvYzNiEtORSKQM7dudTbsOU2DsgKmNDYcP7MfdzZkJYwKxsrQiPSODP/7ezPmwUM5HRGCuzqRle19MDST07OTHgROhhIaGlBlKwcSWt995gzt37rDy9184EHoDIxlcjkvFwbkBvXx9Km03UqKyiiIVeVCtXoSKhYaGaj5u2LBhueGCe8nldyvGPurvwW7fvh0oDo2UVzq8xPPPP8+iRYsA2L17d5XDFUZGd9v4mplVfFHUvRV3jY2NS93//fffA9CyZUteeeWVKu3jcfHSSy/VSttniUQiwhVCtUz2nYyJTPsCTCOZEWkp9wQjJFI8ur+mU7Ai8dh6rqyciVIuWooIQnkkEslDabvzsI4jCFAL4QqFQsH69etZsWIFhw4d0qowcH9fR7lcjlwuJyUlhaioKHbu3AkUv/jq0KED48aNY+zYsaVKuQn1h7m5OdZWlsRmK3SesyYyl7Q8FfO7W/HRkQzWROYi63Q3DNCwgnDF7WwF1laWlb6AudfVq1f5YtEixrQwpYOrIWNamPLFooWMHz+exo0b67xOVUilEto2tedAaDw5eQp2LHiTBsqbmvvNPFrhNWoG1r49Sr2ImDFjBitX/MHic6ks6G6h04sMtVrNkpBcXFxc+PDDDysdL5FIsGzSHssm7Wk8di7p5w9x5+QmUs7tRFVQXPKsIDWO29uXcHv7EkzdfHDoNAzHTkMxsmtQpa9FffUw28QIgiAIgiAIgiAIpZVXvaA+naRXq9WsWrVKE6zw9PTkr7/+onPnzgBabQXW/LUCt//2Lc/Jxs7aAiVSrqekk5SSxu24OGKSoukzcAgeHu60cbfCytKKzKwsLoSHYmukIiMrjavXbtC8oQ2m0gIKMhK5kJqMgZ6ao4cOkJ6STJFaypnLCRwLjcbWyZXAwKE4Ojri6OjIex9+RGhoCDHXr3L74kWcDEy4eTueY2ciNJVBKlJRRZHK1CSYIVTfvZUrKqtaAcWVKq5cuaL5vH379g9iWw+FUqnk4MGDADRt2rTS1jK+vr6Ym5uTnZ3NmTNnqnw8f39/zcfHjx/n9ddfL3OcQqHQVLmxtLQs9f7jxYsXNaGYV155pVYCBo+q+88XVEYikVR5jiCUx0Rmgql+xeeeZIZmyAzLHmNmLMPcRB8orlghghWCIAhPpmqHKwoLC1myZAlffPEFycnFL3bvfaJjbm6Ou7s7bm5umJqaYmxsTEFBAXK5nPj4eGJiYkhLK04EKpVKTp48ycmTJ/nggw948803ee+997QSv0L9IJFI8PcP4PLlEzqNj8tWsDYql9HNi4MOo5ubsjYql85diytXGKtysFMllTv/SpqSgICOOr/oUKvVTJ0yBRsjCWNaFD8JGtPClL23ipg2dSo7goIeyAsYeeIN3OL3AC0BuKrfjAbKmxg7N8Zz5AfYtxtY7nFNTEz4YfFSAgMDOR5rSJcGRmWOu9fx2AKC4/LZsmVpldudSGX62Pr1xtavN4r8XFJDdnPn+AbSzh8CVXGpkNzYS9z4Zz43/pmPZZMOOHQain2HQRiY21bpWPXFw24TIwiCIAiCIAhC+VJSUtixYwdhYWEkJiaSk5ODUqlbeUSJRMKOHTse8A4FXSQmJhIaGkJ6SjLWdvb4+flXu4VHfTpJL5VK+fPPP2nVqhWBgYF89913WFhYlDn23n2bmJmTmhZPbGI6apkF23btoyAzmXZNvciNu8Sli1cwUbrQrk0Lbt+6hZGkCFNTU1wcDLEzBnluNiq1Gr+WTTgaHMrBw6GYWDngYCDnyuUz5P3XbiSvQMGpY4ewt7fHyclJK7BS8j25vzJIRcqqKNLUrQEhIecq/d7WJJghVN+94YrWrVtXOn758uVaF8ONGzfuQWzrobh586bmopl7gw/lkUqltGzZkpMnT5KRkUFKSgp2dnY6H8/Pz49evXqxf/9+Vq9ezYsvvsgzzzxTatwnn3zC9evFbY/ffvvtUhV4t2zZovl40KBBOh//cTNp0iSdx2ZlZXHx4kUiIiJQq9XY2toyYsSIB7g74VGmVCvJV+Rr3SZXyMsZfZdCoSA9PV3TNqkiZsYy3h3ZCplecRBUkZtRYbBCz8QCmalVpesKgiAIj55qhSt27tzJG2+8we3btzWBCjs7O/r370+fPn1o3759uW0K7pWQkEBwcDB79+5l69atxMXFkZWVxbx58/j5559ZsmQJI0eOrM4WhQeofYcO/HTqKEVKNfp65QcV1Go1i89mY2Ms1Qo6HEi1Il+vODjTUHEdKWWnj4uUaiLTlPyvQwed97Z161Z27d7N3G6WGMmK92YkkzC5jTEf7drFtm3bGDx4sM7rVaYgLYGbm74h4fAaHLEGy88BuG7cmtfH9caxyyikepX/mA0ePJi+ffqw9MRB2jobavZelnyFmqWhefTr27fGL8hkRqY4dhqGY6dhFGalkBy8jTsnNpJ15W6aP/NyMJmXg7n612ysfXvg2Gk4dv7Pomf06FSYedhtYgRBEARBEARBKC03N5f33nuP33//HYVC92qIJdRq9RN9tW99kpiYyLZN/2KtX4SXkx2xcZfYdvMag4aOrFbAoi5P0svlcmJiYmjWrJnmNjc3NyIjI3F2dgbKD5Lcu28rc2OOn7pIaqYcOztbDJS5dAxoReMmPqSmpnI2JISgI2cBKJJnkZeTiYG5De7Odth42bHj8Fl2HDlHXpGafScjSEzN5Os3J5OafKfMdiNltUwprzJIZe4PaOj6va2o1YvwYNx7sRpUXrni7NmzzJo1S/P5q6++SvPmj24r2OjoaM3H7u7uOs1xc3PTfHzjxo0qhSsA/vzzTzp16sTt27cZOHAgM2bM4JVXXsHR0ZHo6GjmzZvHunXrAOjduzczZswotcbZs8U/+1ZWVjRq1IiCggL+/PNP1qxZQ3R0NOnp6djb2/PUU08xYcIE+vXrV6U9Pip++umnKs+5fv067777Llu2bOH69ev8/fff2NjYPIDdCY+q8JRwgmKCKFAWVGneqlWrmDJlCpmZmZWO/XtWT9zsTTXBisromVjgPX6+TucFBEEQhEdPlX67FxQUMHnyZP744w9NqKJ3797873//Y9CgQZryjbpydnYmMDCQwMBAli5dyv79+/nxxx/ZsmULycnJjB49mi1btrBs2TKtHndC3RozZgwLFizgWGwBT7uX/305HltAcHwhc7tZEpJYyOIQOVP9TRjYvi3h/41xV14vd/7R2wVkyIsYM2aMTvuSy+VMmzqZDq5GdHYz1Lqvs5sh7V2NmDrlfzzzzDM1rlpQlJ3GrW2Lidv7B6qi4lSsDSnYqNNIk9gQo+eF9VP9dX4CJZFIWLxkCS2aN2dNZC4TWpffBmVNZC7pBWoWL1lSq28sGljY4dr7ZVx7v0xeUgxJJzdz58QG5HGXAVArFaSF7SMtbB9SQxPsAvrh2HkY1i26IZXp19o+altdtIkRBEEQBEEQBEGbQqGgT58+nDx5UpT3fgyEhoZgrV/E0L7dkUqltFOpyj3hr4u6Okl/7tw5xo4di1wuJyIiAktLS8199wYrKgobDBo6kv3797HvbCj5SmNMHByITU6kexsvGjfx4frVy5joKWnX1IWM7GuEXI5HDZjJ1Ewe3pPU5DvkpcXT0MWJhBwl15PyuBibQa9ObXF2tOf2jata7UYedMuUqn5vqxvoEKrn3qoVUH64Ijs7m19++YWPP/5YU+mhW7dufP/99zXeQ05ODuvXr6/2fDMzs2pXIIiPj9d87OLiotOce0NB1enF7ubmxrFjx3jppZc4ePAgc+bMYc6cOaXGvfHGG3z11VelqlYAmpYgHh4exMfHM2TIEE3gokRcXBzr169n/fr1BAYGsnr1alF1FfDy8mLTpk288cYb/PLLLwwfPpy9e/cik4mT1kJxxYrqBCsUCoXOwQoAS1MDnYIV7RYdQd/cBpmplQhWCIIgPMaq9Bu+c+fOhIaGolarefrpp5k/fz4dqlBVoDK9evWiV69eREZGMmPGDLZv387ff//NxYsXOXfuXK0dR6iZli1b0rVLZzZfOUePhoZlnuDPV6hZci6bDi4GBDgZ8OKODJLlCr47m8vwkXermjgXXC3zGGq1ms1XC+jWtQstWrTQaV8LFiwgIT6B+QOsS+1JIpEw1d+UCUEJNapaoMjLIXbXr9wO+gllXrbmdj0jMxoMeIPOOS3ZdjqeIqWa8GtpdGjmoPPajRs35v0PPmDRgvn08TLC1bz0j2dsloK1F/P4cOYsnarDVJexgzvuQ96k4eBp5N6K4s6JDSSd3ExBWvGLWFWBnKQTG0g6sQF9C1vsOwzGsdNwLBoH1KsryeqqTYwgCIIgCIIgCNp+/vlnTpw4oXn+3ahRI4YNG0bLli2xt7fH2Ni4jncoVEV6SjJeTnaai2xq44T/wzxJr1QqWbhwIXPmzNFUUXnnnXdYvnx5qbGhoSEYFmXg7dmQfHkO3m62hF++pRU2kGel07apq6bqxrHcbJTokZqaiomektbNG3MjMY1Bz3Ynr0BBoYkjuZlpnDh3QaviRd+eXZEXFNHAqylmllao7ms3Ym3n9sBbpjyI761Qe0pO0peYNm2a1sVuSqWSlJQUIiMjKSoqAsDQ0JCpU6cyb948DA21L0aqjpSUFF5++eVqz3d3d692uCI3N1fzsa7Bg3sv2Lt3flUUFBRU2L7awMAAAwMDVCpVmfffunULAFNTU0aNGsXZs2dxcHDg+eefx8fHh9zcXA4fPsz27duL3xPdvJlRo0axffv2au33cfTdd9+xbds2jhw5wl9//VWj/weFx0e+Il/nYIWhniFGsuLfB+np6ToHK8qiUiooyk4rdbu+uQ0GFlWrjiMIgiA8eqoUrggJCcHW1pZvvvnmgfbna9GiBVu3bmXz5s1Mnjy5VCr7YSsoKGDMmDHs2bOHfv36sWrVqjJTyE+SDz6cwcCBA9l7w4Bnve6+CZaapyQ1T8WWy3JS5SqmBBiz5Fw2qXkqmg6czZUd89kbfgX7zr1Qq5RsPX0eaSM9bI2l2BrradbZcyOf83fy2fF76VJ6ZSmpTjC6mXGZoQQANwsZo5sZV6tqgbIwn/gDK7m19XuKslI1t0v0DXHt/TINB03FwNyW9iFxbDtdHEA4E51cpXAFwIwZM1i54g8Wn0tlQXcLrRP/arWaxSG5uLi48OGHH1Zp3eqSSCSYubfAzL0FXs/NJjP6FHdObCQ5eBsKefET0KKsVOL3/kH83j8wsm+Iw39tRkxdmzyUPVbkYbeJEQRBEARBEAShbGvXrtV8PH36dBYsWFDl6pdC/WFtZ09s3CXaqVRIpdIHfsK/Nl2/fp1x48Zx4sQJzW0BAQFMnz69zPEx169CZgpFWUbYWZqRnpmEPDOl+HZKV3pwvn2bg0cOs2z1KXzc7ejq15QbiWmk56np2r05N2/Hcz1dwaChIzlwYD8HQkLJKTLC2MGBmxkqPBv78EqH3pw6dqhUu5G+PV3ZtOvwA22Z8ih/b58E94cr9u7dW+H4ESNGsGTJksemVcu94QhdqxzfO66wsLDKxzx58iTPPvssOTk5APTo0YM+ffpgY2NDTEwM//77L1euXOH7779n165d7Nu3T6sViVwu14S4Tp48iUqlYuTIkSxfvlwrsPHuu+9y+PBhBg8eTFZWFjt27GDVqlWMHTu2ynt+HBkaGtK/f3+WLVvGn3/+KcIVQpUY6hnS370/ehK9SsdaWFhUeH/isfVcWTkTpbzqlXAEQRCEx0OVwhVdunRh7dq1Opddq6nAwEA6d+7MCy+88FCOV56//vqLjRs3AvDvv//Sp08fXnnllTrdU10bMGAAY55/niWb/sXfyQA7k+InJtuu5LHi/N0XOh8dyQQkuLYbibV7AM7+w7geuhnzFkNQFOYSfDmTnZfhRV9TXmpV3AojRa5kaaicF8aMoX//yq9aKas6QXmqWrVApVRw59g/3Nz4NQWpcXfvkOrh3P153APfwcj27s9D2yZ3k6lnoqt+VYeJiQk/LF5KYGAgx2MN6dLg7gvA47EFnI7LZ8uWpXVSFlAilWLVrBNWzTrhPf5z0iIOcuf4BlJD92pao+Qn3+LWlu+4teU7zNxb4tBpGA4dA7W+Rg/Lw2wTIwiCIAiCIAhCxaKiopBIJDRv3pxFixbV9XaEGvLz82fbzWts2nVYU63hQZ7wrw1qtZo///yTadOmaU6SSqVSZsyYwccff6y5iCYxMZHQ0BDSU5KxtrPn5q1YrIrSad28B3p6ejRUKtl36jxFZADalR5i4+I4vH8XjW0NUXnYcT02mbjEFEYNHczgvl2xt7Vmz+GTxGSqydrwD5cuXqSFpyO+XVv99zWU4ufnj5OTE/b29oSGhpCUkox3+954AxlKBdau9g+0Zcqj+L19klT1ArT169fj7u7OV199VWt78PDwqBftnZRKpU7jSip4gO7VLkpcvXqVQYMGkZOTg4mJCatXryYwMFBrzKeffsrHH3/MggULiI6OZuDAgQQHB2uqhNx7dbxKpaJDhw6sWbOmzLYW3bt3Z/Hixbz44osAfPvttyJccQ8Hh+KL2KKjo+t4J0J9Ntl3MiYy7Z91I5lRpcGKqKgo7OzsQN+EwR/tK3OMSqkQwQpBEASBKl0mcvDgwYcWrChhb2/P7t27H+oxKyPaCBT7YfFizKxsmXkkm5zC4rJ3nd0MaGQlw8ZIwg/PWNHc3gAjMxtc/IcD4BIwAn0TK24eXYa/7Do2RhIaWcno7Fb8JkZOoYqZR7Ixs7Llh8WLddpHSXWCyX7GmuoE5SmpWrDzv6oF5VGr1SSd3sbZGU8T/ds7WsEKh46BtF90hKavfFUqNGBlZkgTt+IerZdjM8nIqVq/N4DBgwfTt08flobmka8ofrGar1CzNDSPfn37MmjQoCqvWduk+obYBfSlxbTf6LT0PD6vfY+1bw+Q3P2VkhNzget/f8aptwII+3wY8QdXU5Sb8dD2WNImZmqAabltYhLii9vECIIgCIIgCILwYJVcLdyzZ8863olQG5ycnBg0dCSmrj5cT1dj6urD4GGj6u3V8SkpKQwfPpwJEyZoghWenp4cOXKEKVOmsH//Ptb8tYI1a1az6s/l5MZdwstaQm7cJRJu3yRdrmTzgdMEh0fz5+YDRFxLIPbGVXbuDAI9GbGJKahUKsLDQrE11sPV2YFBPTux7PNpWJmbEhUdzc3b8azeGMSxc5E4m6oxV6bhZJCLuigPdzdnhvbtjrV+EaGhIcDdNiljxr3ImDEvFP8b9yL9+vV/oF/nR+17+yRJS0vTtJcAWLVqFWq1WvOvqKiIW7du8dNPPxWfIPzP119/rVWp5VFmanr3oqr8/Hyd5uTl5Wk+NjMzq9LxZs6cSWpqcQXbxYsXlwpWAMhkMubPn68JQYSHh7O4gvc0586dW2awosQLL7yAs7MzUFxFOikpqUp7fpzdvn0boEbtHIRHm1KtJLcoV/NPrpCXGmMiM8FU31Trny4VK+zs7LC3t0emV/7PpyI3o9xghZ6JBTJTK50fiyAIgvDoqlK4Qk+v8j9CD0JdhxnGjRvHsGHDMDMzY+TIkSIx/B9bW1t279lLssKQdw5kkSJX8neUnGsZCt5ub0FmoZqo5EIadnsNPf3itLaeviEeXV8hI+YcBomnebu9BdcyFPwdJSdFruSdA1kkKwzZvWcvNjY2le6hpDpBRzfjUtUJytPZzZAO/1UtkMu1n4Cp1WrSzh/i3Md9iPphIvL4K5r7bFr3IuDzfTSf8jMmzo3KXb9dU3vNx2cvp+i0p3tJJBIWL1lCWr6aNZHFVUDWROaSXqBm8ZIldf7zcD+ZiTlO3Z6j9QdreWpxGI3HzsW8kd/dAWo1GRdPcHn5u5yY3IoL375MUvBWlIV55S9aQ1VtE3P16tUHthdBEARBEARBEMDd3R2o+lXDQv1178n/B33CvyaKioro0KEDmzZt0tw2YcIEwsPDadSoEds2/asJUyRcPM2t6HCe8m9BB39fhvbtjpuDJUbGxphYOxNyPZlLMck0bWBLtzZe5MZdIv7WTW6l5bNp12HCzl/kwvUEMvKU+DVvhKujHU93bMXluCyup6uJyVTTvnUzXh41kMZuDgzv3QFrEymhF6KRSqW4OdmRnlL1Kpi17VH53j5p7q9a0aZNG63PZTIZDRo04PXXX2f37t1aJ/C/+eabh7DDB+/ecv3p6ek6zSkJR0DxRXy6unnzJhs2bACKw1gvvfRSheM/++wzzcc//vij5uN792xoaMjTTz9d4Tp6enr06NFD83lUVJTOe36cZWRksGPHDuBuBQvhyRKeEs4XIV/wZeiXmn9Lzy+t8joKhYKUlLLfs1coVWTmVr19kJ6JBd7j5yOtIJghCIIgPD4eWoPTmJgY5s6dy4gRIxg4cCCTJk1i/fr1WqXZHpaS8nVqtZpLly5VOt7Q0JANGzaQnZ3NP//8oykVqatDhw5pjtexY8fqbrte8vX15cjRY+ToW/FyUDpn4gtoaSfD0lDCN2dysW7oh7Vne6051p4dsGzoz/pTEVgaSmhhJ+NMfAEvB6WTo2/FkaPH8PX11en4JdUJpvib6Bw6kEgkTA0oXbUg8+o5wucPJ2LRaHJuRGhut2zSgTazN9Nq+mrM3VtWur5WuKIarUEAGjduzPsffMCayFyC4wpYE5nL+x98SKNG5Yc66gNDKwfc+k4k4NOdtP/qBB7D3sPYyUtzv1pRSMq5nUQtfo0T//Pl0i9vknb+MGqVbqUcdVHVNjHWRhKmTZ1aL0paCoIgCIIgCMLjqnv37qjVak6ePFnXWxHuk5iYyM6dQaz5awU7dwaRmJhY11uqVfr6+rz33ntA8UUiGzduZPny5Zibm3PgwH6y4q/iamWAqYEEv6ZuNHG1Ijyq+EILqVRKpwBfUnKKyCtQUFikxN7cgO5PtWVgn6cZ2rc7HnbGOLo2xNTVh6ikIqLj0unfvT2OdlYolUpS0nPwb9+RMeNepJGHOy2beCKVSjExMyczW46rgw3pGemoVCpiE1OwttP95K/wZAkNDdV8bGRkhI+PT7lj/f39mTBhgubzbdu26RxGqM88PDw0H8fExOg0p2ScTCajcePGOh/rwIEDqFTFlXqfeeYZpNKK30b39PTE29sbgBs3bnDz5k2guNqGkVFx218rK6sKq1aUaNCggebjtLQ0nff8uCqpPpSWloZEIqFz5851vSXhIVOqlQTFBFGgrHqV6HutWrUKOzs7mjdvXuq+gxHJ9Juxk+c/P1ClNdstOkLnn6Jw6jKiRnsTBEEQHh06R+nCwsI0CVxnZ2eWLtU9Ffjll1/yySefUFCg/cdv2bJleHt7s27dOlq3bq3zekL94uvry4XIKLp360ZkZCQXUhRM25uBRKpH626vldmSwaPbq0Ssmcq0vRnFtwEtWzbj0OHDOlWsAN2qE5TH1fxu1YLhvTshPfM3qSHa7WdMG7bAa9QMbFr3qlK1iNaNbNCXSSlSqDhTzXAFwIwZM1i0cAEzD2Ugk+nx4YcfVnutumDi5IXHsPdwH/ou2TfCSTqxkaSTmynMLC5nqMzPIfHoOhKPrsPA0gH7jkNw7DQMc682NarOUdImZm43S53bxHz0X5uYwYMHV/u4giAIgiAIgiCU76233mLZsmUcPXqUtWvXMnr06LrekkBxsGLbpn+x1i/Cy8mO2LhLbLt5jUFDR+Lk5FTX26s1r7/+OikpKbz66quacvuJiYkcPbCHDp4WOJjrkZ6RSNKdOxjKJKT/dzIzPjGJE+fOIzM04czlBKLOR9C5hSvGpuao1WiqTVxPV9KvX39cXd1Y8vV8Vm09iLe7E1diErmeWsi0CcMAsLazJzbuEu1UKho0bEhY8h1OnYvA0NKeTbsOk16kT1f/gDr7Ogn1273hCl9f30orDE+aNIlff/0VKG7NtHnzZl5++eUa7yMnJ4f169dXe76ZmRkjRlTvJOS9gRJdKzpcvHgRAG9vb/T19XU+1r1BM10rXtjb23PlSnE4Kz4+XhMGad68OSEhIWRmZqJWqyt93+ve+6vayqQ+O3LkiM5j5XI5sbGxnDx5UnPRY4nJkyc/iO0J9YRSrSRfod32R66Q6xSsMNQzxEhmVOZ9CoWCKVOmlN1WRiLl153XyS0o+wJAlUpBYVY2Rdmlw0765jaiYoUgCMITRuff+itXrmTz5s1IJBJ++uknnQ8wffp0vvnmm3KvCr98+TK9evUiODi43l+VL5QvLS2Ny5cvM6ypMW0cDZhzLAungOEYWTmXOd7YygUX/2EkhmxgThdzwu4Usv1yNGlpaTqFK0qqE9gaV16doDxjWpiy92YBk0YPYUEPK80LF2MnLzxHvI99+8FIKkmll8XIQEYrTxvOXUkhPlVOXEournZV36OJiQnmFpZkpadhZmH5yJbPlUgkWHi1wcKrDY3GfEJ61HGSTmwk+cwOlHnFL4wKM5OI2/0bcbt/w9jJC4enhuLYeTgm91S90EVN28Q888wzj+zXWRAEQRAEQRDqsyZNmvDzzz/z6quvMn78eGJiYnjvvffqrP2oUCw0NARr/SKG9u2OVCqlnUrFpl2HCQ0NoV+//nW9vSpTKBQsXLiQ9PR0vv76a83tEomEjz76SFOlIz0lmWs3YzDTV2Nqaoq7mzMeDSTk5OYSfP4KJhkq/t22m+279mNhIqO5T1PiEuKQKguQSdRI8jOICD1Hy9Z+xCamgImjZt02HboSGXmBswcikRkY0aPnM9jZ2QHg5+fPtpvX2LTrMG5OdtxKzSNFZU4jW3dMXRvT1T9AtOAQynVvW5D7W4KUxd/fH09PT27cuAHApk2baiVckZKSUqN13N3dqx2ucHZ2xt3dnZiYGIKDgyksLKywwvDFixc15f+feeaZKh3r3nYeulaPuLfVgKWlpeZjPz8/QkJCyM/PJyoqihYtWlS4zr1VOe6tYvGo69GjR7UuqLr3vMLMmTNF5YrHWHhKeLUrVBjqGdLfvT96krKfW6anp5cdrABs7F3KDVaY6Ks5Pz0A5BlV3pMgCILweNI5XHH69GmguOzcmDFjdJqzYsUKvv76a82TJmtra15++WWaNGlCYmIiq1ev5sqVK6SlpfH666+zd+/eajwEoa7dG3R4pbUZnxzLwsDUBhf/4RXOcwkYQVr0AbZdzWFOFwuOJ2QydcoUgnburPSJ9pYtW3SuTlAeI5mEyf6mfHQkk+OxBfRs5YnHsHdx6vocUpnuSfaytG1qz7krxS+ozkQnVytcAWBsbExaWvF/HwcSqR42Lbth07Ib3i8tIC1sP3dObCQ1bB9qRXE/u7zE68Rs+pqYTV9j7tkah87DcegYiKFV5f0US9rEzB9gXeU2MS/vKG4Tc2+PTEEQBEEQBEEQas+ECRMwMTFhypQpzJw5k++//56hQ4fSunVrLC0tdX4OP2rUqAe80ydHekoyXk52mnL3mkoMKdWvwlhXrl27xrhx4zStZ9q1a4elpQXpKclY29nj6upG8PHDmiod545dxsHSiMTMfDbtD8bNwYYL1+LJVBjRpKkfKzdtpKmTEeMG9uBGbDwupnY421lwIzGTmMR0cnNzORMVg8TcEXXqTQzkd/BysuNyehpFOen06dYO36ZexCamsG3Tv5pqIIOGjiQ0NITrKcnYewcw/TkRqBAql5+fr9Xa2M/PT6d5AwcOZPHixQDs27ePvLy8R/49pkGDBrFkyRLy8vLYvHlzhX8T1qxZo/k4MDCwSsdp1qyZ5uNjx45VOj4uLk5TtcLQ0BBPT0/NfUOGDGH58uUArFu3rsL3noqKijhwoLgtgZOTk9Y+HgfVbcvr6enJvHnzeP7552t5R0J9UdXWH5N9J2Miu3uRnJHMqNxgRUUsLS1ZuHAhv4eUvs/MSMbA7L9EsEIQBEHQIlHr+IymYcOGxMXF0alTJ44ePVrp+KSkJJo0aaIp2dWsWTP27NmDi4uLZkxhYSGDBw9mz549SCQSTp06Rbt27ar5UB5/WVlZWFpakpmZqZWermubN29m6NChzO1WnMj+6EgmTfrPwMarQ6Vz066f4nLQQuZ1t0StLp67efNmhgwZUu4cuVxOM58muKjTmN/NvEYtJNRqNTMOZRBbZMLFy1cxt7Kt9lr3iryZzqtfF5e66+nnwucTqvf/tZubG3Fxcbi6uhIbG1sre6uPinIzSDkTxJ0TG8i4eALu/7UkkWLdogsOnYZh33YAMhPzUmtcvXqVFs2b81xTAya0rnrJxN/Dc/jnciEXIqOq1INTEARBEARBEATdxcTE8P777/Pvv/8CVPn1nEQiQaFQPIitPbJq8l7Bzp1B5MZd0lSuUP1XucLU1eeRqVyhVqv5/fffeeutt8jJyQGKQyID+/Whm583VqYGZOQWcj0pmzZNGjLhuUFIpVKC9h/lfOhZ2rUNoEClx42bMRw7ex7HBp7YOjgTfyWccf070rF1U06fC0eZn0Nanppb2eDZsCEh4RfIwZRWfv4YyO9ovoYRERHs3LMfX7+29O/V9ZH8mgr1z5kzZ2jfvr3m8xMnTvDUU09VOm/Pnj306dNH8/nWrVsZNGjQA9njw3Lu3Dnatm0LQOvWrTlz5kyZ7T5SUlJo1qwZKSkptGjRgoiICE2QTBdFRUU4OTlpqlZs27aNgQMHljv+9ddf55dffgGKAyBbt27V3FdYWIi7uzuJiYlYWFgQFRWFq6trmessXryYadOmAfD++++zaNEinfdc31Wl4omBgQHm5uZ4eHjQrl07OnSo/H1moVh9PYdQmdyiXL4M/VKnsYZ6hrzv/36VwhTJyck4OGhfvBcVFYW3tzfZeUr6z9yldd/fs3riYJjP6am+5a6pZ2JB55+iRFsQQRCEJ4zOv/VLnki2bNlSp/Fz5swhKysLKC6jtn37dq1gBRQ/SVq+fDmenp4olUo2btwowhWPGLlczpvTptDRzZgAJwNe3JGBtbsf1p7tK58MWHt2wLqhH9+fvcCKAVZ0cDVi2tTJ9O7du9z2DNWpTlAeiUTC1LbmvLwjnS+/+b7Wqhb4NLTCzFhGTp6Cs9HJqFRqpNKa7fVxpm9qhXOPMTj3GEN+ajzJwVu4c3wjOTHniweoVaRfOEL6hSNc/uMD7Px649BpOLateyLVN6y9NjG3inSuniIIgiAIgiAIQtXs3LmTESNGkJ+fr3m+Xd0rWIXacX+bitjEFNKL9OnqH1DXW9NJcnIyr732Gps3b9bc5uXlxbhxY5FkxNC1hQu21hakpmdx49ohUlKMNSdX/X2bcepMCKdCI2nTqiXR12Lw8XCiS6dWnDoTSmZmFlduxtPe1xsTU1OSMtOJiU/Dq0Vb+vR4Cnl+IaauPqSnJON2T/WPfHku3u5OZPxXevxRrgYi1B+hoaGaj6VSKa1atdJpXo8ePTAzM9MEjx6HcEVAQABDhgxhy5YthIeHM2nSJH799Vdksrtvc+fk5PDcc89p2nR8/vnnZQYrfvrpJ2bOnEnLli3ZtGmTpoUPgL6+Ph999BFvv/02AC+99BKbN2+mS5cuWmuoVCoWLVqkCVZIJBI+/vhjrTEGBgbMnTuXiRMnkpWVRb9+/di+fTsNGzbUGrd161bef/99AGxsbHj33Xer+2Wql/7444+63oLwGKis/cf9FAoF6enpWm17StjZ2f33u6N0SxBLUwNk6vKraOiZWOA9fr4IVgiCIDyBdP7NX1BQ/IfE2tq60rHR0dEsW7ZM82bJ3Llz8fDwKHOsq6srnTt35vDhwwQHB+u6HaGeuDfo8HeUnNQ8Fa26vlallgzu3V4jYs0U/o6SV9qe4erVq3yxaBGjmxnjal47T1xczWWMbmbMF4sWMn78+FqpWqAnlRDgbc/hiASy5EVcicukaQOrmm/2CWBk60KD/m/QoP8b5MZdJunEJu6c3Eh+UnG/SXVRAcmnt5N8ejsyE0vs2w/kTJ5t7bSJaWPMR7t3s3Xr1gqrpwiCIAiCIAiCUDUREREEBgZSVFSkuc3e3p7WrVtjb2+PgYFBHe7uyXV/mwprVx+6+j8abSqCgoKYMGECd+7c0dz2yiuv8O2337Jg3qc0sTcnoJUPEokEjwYuHAwO4+KV66hUKqRSKQ52NjR09yBRLuVoRAzubs5MGBOIlaUVdhYmyLPSibiWgMn+YCxNjdh+7AIZ+Wq8mgewaddhTQglJOQcsXGXaPffukYmplyJScTXzw0oPvEam5iCtatPXX2phMfAveEKb29vTE11u7DEwMCA3r17s2nTJgC2b9+OWq1+5C8o+emnnzhz5gzx8fH88ccfHD9+nNGjR+Ps7MzNmzf566+/iI+PB2Dq1KllvseTm5vLm2++SVFREceOHeO7775j3rx5WmOmTZvGkSNH2LRpE6mpqXTr1o1+/frRo0cPrKysuH37Nhs3biQyMlIz54svvtBU1rjXhAkT2LVrFxs2bOD8+fO0bNmS559/njZt2iCXy9m3bx+7dhVfOS+TyVi5cmWpq+wF4Ulzf+sPqFr7j1WrVjFlyhQy/ws81oZ2i46gb26DzNRKBCueYGvXrtWpTZGLiwtxcXHlzrtx40a5507j4uLw9vYmLy8PgHnz5jFr1qwK9yCVSrGwsMDFxYV27drx/PPP8+yzzz7yf/cFob7R+be/sbExubm5Wm+ElOejjz5CoVAgkUjw9PTkf//7X4XjW7ZsyeHDhzV96YRHw71Bh+xCNasi5bi0HYmRlXOV1jGycsbZfxirzq2ns5sho5sZs2jBfHo3lNHAzhxVYT6qwnwUBXJe++YfbAzV1a5OUJ4HUbWgXdPicAXAmehkEa6oBlPXJniO/ACPEe+TdS2EpOMbSAreQlFWKgAKeSY39q3ive0pdHAxoLObYY2O19nNUKfqKYIgCIIgCIIgVM38+fMpKipCIpHg5ubGjz/+SP/+/cUbffWAk5PTI9WuIj8/n3feeYeffvpJc5udnR2//fYbgYGBAKhUanLyCjQnkdVqNXoyA1Jzi7SqdGBiy2tjR7F/zy68rCVYWVoB4O7hQQM3F8IuxxKbXsipyNvkGTnTqVtHMjDB2tVeE0K5v/rH5eu3uJ5aiF1yOsEh5x+5aiBC/RQWFqb5uE2bNlWaO3DgQE24IjExkdOnTz/yLRacnZ3Zs2cPw4cPJzo6msuXL5e6SEsikfDuu++ycOHCcte5t3pSWZWUpFIp69atY8aMGXz33XcolUqCgoIICgoqNdbc3Jzvv/++3NYXUqmUVatWYWpqysqVK8nOzubXX38tNc7BwYGVK1dqtXMRhMeNUq0kX5GvdZtcIS81zkRmgql+9c4DKBSKWg9WAOib22BgYVf5QOGxVvJ32cXFBU9Pz3LHdezYscx5JSIjI8sNV8yePVsTrIDiVlhlreXs7IyXlxcASqWSjIwMrly5QlRUFCtWrODpp59mzZo1ODk56fDIhPrqzJkzfPbZZ5w4cYKCggJatWrFhx9+yODBg2t9flBQED///DPnz58nMTERV1dXunXrxuzZszX/rz3pdA5XODo6cv36dU3qtzzh4eFs2LBB8wbJxx9/jJ5exUnCkmoY6enpum5HqGP3tmHo6GLAtL0Z6Jva4OI/vFrruQSMIPniAabuTee7XpbsuZHH9E8+Z0EPK83/SzGZCo5GpTLJz6za1QnKYySTMNjLgF937+bSpUs0a9asxmu287HXfHwmOpmxz3jXeM0nlUQiwbJxAJaNA2g09jPSLxwh6cRGks8GsSY8ibQ8FV/3Mq+dNjGVVE8RBEEQBEEQBKHqDh48CICRkREHDhygUaNGdbwj4VElk8kIDw/XfN6/f3+WL1+u9Yaxbxs/gvdtZdPeU7g52RKbmMqtlDz6DRqKqasnIVevkJqRg72tNSEh50BPRmziHU31CXMzMzAwI09iQkxSDrZuTRjYpSv5+Xmk/9feo+RE7P3VP+y9A5j6dCCxsbcfuWogQv2kUqmIiIjQfF7VcMWAAQM0ISMobj3xqIcrAFq0aMG5c+dYvnw5f//9N1euXEEul+Pm5kb37t157bXXKmw/bWpqynfffcesWbNo0aIFb731Vpnj9PX1+eqrr3j99df59ddf2b9/Pzdu3CAnJwdra2uaN29O3759ee211yqt+GxkZMSKFSt48cUXWbZsGSdPniQhIQEzMzOaNm3KkCFDeP3117GwsKjJl0YQ6rXwlHCCYoIoUJbfcqM2pKenVxissLS0rPBnVqVSUJST9iC2JjwGSp6Lvvvuu7zzzjtVntesWTMuXrxIVFQUAwYMKDXu/PnzrFy5Em9vb65evYparS71979krbfffpvp06dr3Zefn8/69euZPn06Bw8epF+/fgQHB4tqgY+onTt3MmTIEAwMDBgwYABSqZRt27YxZMgQli1bxiuvvFJr8/Pz8xkwYABNmjShXbt2GBsbExYWxh9//MGmTZs4c+ZMrVT/f9RJ1Do2OB0xYgQbN26kcePGXL58udxxffr0Ye/evUgkEpo3b05ERESlJzzfeecdvvvuO2QyGYWFhVV7BE+QrKwsLC0tyczMrPMn2RcvXqR58+aM8DFm29UCChQqmvSfgY1X9V+cpV0/xeWghRjKpAxqZMj66Dz+HGiLu2VxBkitVjPjUAY3MxX8OdCuVgMW+Qo1L+/MwK9TT3YEBdXK1VNqtZqhn+zlTnoeBvpS9izqj6G+biXLSri5uREXF4erqyuxsbE13tPjJjrqPL6t/RjtY8SE1ma1tu7v4Tn8c7mQC5FR4g+FIAiCIAiCINQCY2NjCgsLGTFiBOvWravr7TxW6tN7BQ/L9evX6dSpE3PmzGHSpEmlXsMnJiay6s/lpCfeRKpWcCc5jSKJIb0HDKFlS1+Cjx/GWr9IU8HiZkoeUqmEhjZG/1WfiOHYuUjat25Gyyaems/btfLBt6mXphrFoKEjxVWAgiAI1VRUVERUVBSJiYnk5OSgVCp1njtq1KgHuLNHW31+XqBUK/ki5AudgxXT/aZXu3JFcnJyua11LC0tWbJkCWPHjgUgPbuA/jN3aY35uGAOxvKEUnM7/XhBVK4QcHZ2JjExkb179/LMM89Ued7nn3/OrFmzeOmll/jjjz9KjevXrx+7du3i008/5ZNPPsHGxobU1NQy19q1a1e51Y6io6Px9/dHLpezePFipkyZUrUHKtS53NxcPD09UalUnDx5Em/v4ou4L168SIcOHVCr1cTExGBjY1Mr8xUKBbt37y4V+vn000+ZM2cOI0eO5J9//nmAj/jRoHPlimeffZaNGzdy7do1goKC6N+/dMnIlStXsnfvXs3nX3zxhU4nqUtOGltZWem6HaGO+fj40PPpp9lw6DASqQwrd1+sPdvXaE1rzw5YNvQnO+4CGy4X0K2tL/0//RKZgQlSQ2OkBkb8FnuHtk/3ZU1kbq2eTF8TmUt6vprFS5bUWllaiURC26b27Dh1i8IiFeevp9G2qX3lEwWdqNVq3npnOnYmeo9EmxhBEARBEARBeJK5ublx/fp1EV4WquzatWtkZ2drXa3n5eXFjRs3MDY2LnOOk5MTY196hQMH9nP0wB7sHRzoHNAKufwOv/96DP8mLgwd1B+pVEo7lYpNuw5TYOyAqY0N11OSiclU0751M14eNRCpVIqxTE38zSu4ONjQwd9XMyc0NOSRaqkiCIJQH5w6dYqFCxeya9cunVqQ308ikYhwxSMqX5Gvc7DCUM8QI5lRrR4/KioKOzs7rK2tkckqPjWmzMuu1WMLj4+kpCQSExMBaNWqVZXnSaVSxowZw6xZs4iMjCw17sCBA+zatYtnnnlGE+K9v2qFrnto2rQp48aN45dffmHt2rUiXPEI+uuvv0hOTubbb7/VBCOguPrJm2++ybx58/j777+ZPHlyrcyXyWRlVlOZMmUKc+bM4caNG7X8CB9NUl0HjhgxAlPT4hOYr776KhcuXNC6f+PGjZqrBSQSCc888wz9+vXTae0TJ04gkUgq7E0k1C8SiQQTUzPUEilqtQqPrq/WSksGz24TUatVqCVSrFw8sffvg3XLrlh6t8XcvSW+nXvx/gcfsvZiHnHZilp5LLFZCtZezOP9Dz6s9dK07ZpqtwYRas+lS5fYtXs3gxsZPLA2Mbv+axMjCIIgCIIgCELNdOvWDSi+ilAQdKFWq1m2bBmtW7dm1KhR5Obmat1fXrCihJOTE9bW1vg386RTgC/pmRkYG8ooyEpCDyVSafFbYlKpFDcnOyQqJf369WfMuBdp5OFOyyaemjH58ly83Z3I+K+8eMmckhYhgiAIgm6+/fZbunTpwrZt2ygsLEStVlfrn/B4M9QzpL97f/QkVasCXUKhUJCSklLqdjs7O+zt7TXBCoVSRXp2AZm5ulVT1zOxQGZqVa09CY+PsLAwABwdHcutjlLRPG9vbzw8PHB0dOTixYtav9PUajXTp09HIpHwxRdfaFp/tG7dusy17O3tcXZ2rvC4Xbt21ZojPFq2bdsGwHPPPVfqvqFDhwKwf//+Bza/REmbJXGxRDGdK1fY2Ngwffp05syZw507d/D396dbt26aXwDh4eGaXwIWFhb88ssvOq0bFRVFfHy8po2I8GjYsWMH27dvQyLVwyVgOEZWFf8C15WRlTMu/kOJD9nE1q1by6ySMmPGDFau+IPF51JZ0N2iRqEOtVrNkpBcXFxc+PDDD2u6/VLaNblbIuxMdDJvlDMuISGBhITSZcZK2uQUFhYSEhJS6n5nZ+dK/3g+rnx8fOjbpw9bThwksIlJrbeJ2Xq9kH59++Lj41Nr6wqCIAiCIAjCk+rNN9/kr7/+YvPmzXz55ZdYWlrW9ZaEeiw5OZmJEyeyZcsWAK5cucKCBQuYN29elda5cfUKCTE3sdIvwMvBhtikBDIzs7h87QYqlQqpVIpKpSI2MQVr17uv/azt7ImNu0S7/8YYmZhyJSYRXz83gDLnCIIgCBU7ceIE7777rtZtDg4OtGjRAnt7+0pDc8LjabLvZExkJlq3GcmMqh2sWLVqFVOmTNGcCCzPrjO3+frfCHLydLuAU8/EAu/x85Hq6XxK7bGhUql1DqDUV5amBkiltXP+oCTwUJWqFffOKwlK+Pr6sm/fPm7fvk3Dhg0BWLNmDSEhIYwdOxY/Pz/NnPsrV1RlD7a2tkBxe4jCwkIMDAyqtG9Bd0FBQQQFBVU6ztvbmzfffFOnNUNCQnB1dS3zPGCrVq3Q09Or8ALhms6H4v933nvvPfT19Uv9HX9SVekvwezZszl58iS7d+9GqVRy8ODBUmMMDQ1Zt24dHh4eOq3566+/aj7u1KlTVbYj1KH5CxYiMzJHT98YF//htbq2S8AIkqMPoSrKZ/6ChaXCFSYmJnz/wxKGDh3K8VhDujSofnmw47EFBMfls3nzEkxMTCqfUEU2FkY0crHgWnwWl25nkCUvxMKk9B+vX375hU8//bTcdZKTkwkICCh1+yeffMKcOXNqc8uPDIlEwuIlS2jRvPkDaROTJlcw55XBKHIz0DezrrW1BUEQBEEQBOFJ1KpVK7755humTZvG8OHD2bhxY73rAy7UDzt27OCVV17hzp07mtsmTpxYrQsiUjMyMZWpCOzZHj09PdoqlYRFXiU6LoNNuw7j5mRHbGIK6UX6dPW/+5rbz8+fbTevacZcvn6L66mF2CWnExxyvsw5giAIQsW+//57AM1FlkuWLKF79+51vCuhrpnITDDVr52WzwqFQqdghUKpqlKwot2iIxg7eT2RwQqAzNxC+s/cVdfbqJGg+X2xNjeslbVKKkDs3bu3wgt/d+/ezbPPPltq3v3hiqioKBo2bEhBQQGzZ8/G0NCQefPmoVariYiI0Jpz/1q6hCtKqr8ZGhqKYMUDdvr0aZYuXVrpuO7du+sUrsjLyyMxMZGnnnqqzPtlMhmOjo7Ex8fX6vzc3Fw++OAD8vPzSUxM5MiRI/j4+LB//37atm1b6b6fBFX6ayCVStm2bRsffPABS5cu1VxVX8LHx4fly5eX+426361bt/j999+B4idVffr0qcp2hDpy4cIFThw/BoCL/zD09Gvnj1IJPX1DnHz7cevESo4fO0pkZCQtWrTQGjNkyBD69unD0hMHaetsWK2qBfkKNUvD8ujXty+DBw+ure2X0q6pPdfis1CrIeRyCj3auJQaM2nSpGrt4UmtWlGicePGvP/BByxaMJ8+Xka4mtf8CW5sloK1UbmMbm6KfPOnHN8yF4vGAdi0ehqb1j0x92iFRKpzRyVBEARBEARBEP4zZcoUHB0dee211/Dx8eGtt95iwIABNG3atNK+18Ljr+SKqJ9//llzm729PcuWLav2a3Z7GyvAmvCoq1hbmpGemUMDNxcsPBwwdfXhekoy1q4+dPUPwNHRUTPPycmJQUNHEhoawvWUZOy9A5j6dCCxsbfLnSMIgiBU7Pjx4wBYWlpy4MAB7O3tK5khPMqUaiX5inyt2+QK+QM9Znp6ernBCktLS6ytiy+gy5YXVRisMFLJMVbf3au+uc0TG6wQSiupGtGyZcsKq/H5+/uXOe/ecAVAZGQkffv2ZcmSJdy8eZP33nsPd3d3rl27RnZ2Nvr6+qWq/pfXLqQsJW0Zq/q89eDBg/Ts2ZPo6GiaNGlSpblPqjlz5tTqxdBZWVkAmJublzvGzMyMpKSkWp2fl5enFRIxMTERr9nvU+WvhEwm4+uvv2bmzJns2bOH2NhYDA0NadOmDV26dNH0o9RFcHAwr7zyCgDu7u6a0jdC/bZmzRoMTCwwtmtE4vkgHH3712rAQllUQOL5nVg29CMv5Rpr1qzh888/1xpTG1UL1kTmkp6vZvGSJTVqLVKZdk3tWXvwGlDcGqSscMWT3N6jpmq9Tcy5HGxN9BjT4r/EtFpF1pUzZF05w80NX6BvYYuNb3HQwtq3OwbmtrX0SARBEARBEATh8XVvpcCioiIyMzOZMWMGM2bMAMDAwECn5/ISiURz9ZXw+Dh9+jRjx47lypUrmtsGDhzIsmXLahRgcPdqTLIyE30LB1JyczGycMDEqgD3xn7069e/wrlOTk6lxpS8CS4IgiBUXUpKChKJhIEDB4pgxWMuPCWcoJggCpQFdb0VoDhYsWTJEp1ODBqp5AzOW4seqoewM+FRk5+fT3R0NADr16+nadOmVZ5XEogoqToRFRVFRkYG8+fPx9rampkzZwJ3AxTNmzdHX1+/zLV0qVxx9uxZADp27KjTXkuEhoZiYWGBt7d3leYJtaeoqAgAPb3y2yRJpdJy76/ufDs7O9RqNQqFgqSkJI4ePcpnn31G165d+f333xk/fnxVH8pjp9oxE1tbW55//vkaHXzkyJGMHDmyRmsID19w8GnMnJrRsNNLhK+ZSnzIBhp0GFNr68efW0+RPIPmgZ9x69gfBJ8+Xea4mlQtiM1SsPZiHh/OnEWjRo1qa+tlatPYFj2pBKVKzZno5Ad6rCdRrbeJiS9g47//0L6pA2kRB0gLP4A8/u4bfEVZqdw5vp47x9eDRIK5lx82rZ7GtnUvzL1aI5FWrx+gIAiCIAiCIDzO8vPztcITJR+r1WoACgoqfvNdIpGgVqsfaDBeqBupqan07NlTE5oxMTHh22+/ZeLEiTX+fpe097gSm4qbkx1XYlMokFniL9p5CIIgPHSOjo7ExsaKCywfc0q1sl4FK6KiovD29q40WPFu4ZcYyRMxVstFsEIoV2RkJAqFAiMjIxo3blzleTY2Nri5uQHFoQmpVEpUVBSff/45aWlpfPnll5oKKyXhijZt2pS5lkwmK1XR4n4qlYp9+/YB0Lt3b533C8XhCj8/v0f69ZdSqQQqDhfUZyUXKMjl5Vf9yc3NLbcyRU3ny2QyXFxceO655+jXrx8tW7Zk6tSpDBgwAFvbJ/uiY1HDQ6gStVrNuZAQzJv2xcjKGRf/ocSf24h906cxsqp55YW8jHjiQzbhEjAMI0tnTOwbcfbsrnLfRKtO1QK1Ws2SkFxcXFyq1bO1qkwMZfh62hB2LZXbybkkpMlxtjGpfKKgs9puExM4fAQSiQQb3+7wwqfkp9wmLfwgqREHyIg8ijL/vyvl1Gqyr4WQfS2EmE1fIzOzwca3Ozate2Lj2wMDS5HCFwRBEARBEIQSJUGKhz1XqN9sbW2ZM2cO06dPp0OHDvz111+1doXc/e09RDsPQRCEutOiRQtiY2O5detWXW9FeIDyFfk6BysM9QwxklX/QrkSCoWC9PR0UlJSSt1nZ2enW8UKeSJm6pxSt+uZWCAztarxHh9llqYGBM3vW9fbqBFLU4NaWScsLAwoDkZU5YR9ybx723gYGxvTuHFjIiIiCA0Nxd3dnalTp2ruL6/1R8laTZs2xdCw4oryW7ZsISYmBktLS5577rlS9//+++/8/PPPXLhwAUNDQwICAvjxxx9p0qQJoaGh9O7dmx9++IGlS5dy+/ZtzXP1koAIFAcYfvjhB37//XeuXr1KgwYNePvtt3njjTe0juXm5sbYsWOxsbHhp59+IikpiQEDBrBy5UquXr3K9OnTOXbsGA4ODvz444/06dNHM7dRo0b06dMHPT09Nm7cSEZGBh07dmTZsmV4enqWOoaZmRm//fYbt2/f5s6dO1hZWfHVV1/x559/cvv2bby8vJg9ezajR4/W2qOuxylPUFAQQUFBlY7z9vbmzTffrHSclZUVxsbGxMfHl3m/SqUiMTERPz+/BzL/XhYWFowaNYqvv/6ao0ePEhgYWOmcx5kIVwhVkp2dTWZGOvaWxa0tXAJGkBx9iJtHf6PpwI9q3JIh5ugyDExtcPEfDoCRlQuxGenk5OSUmZ4yMTHhh8VLCQwM1LlqwfHYAoLj8tmyZalWadoHqW1Te8KupQJwNjqZQU+5P5TjPikedJsYI7sGuPQaj0uv8agUhWRePk1aeHFVi9zYS5pxipw0kk5uIunkJgDMPVtj06onNq17Yt7IT/TmEwRBEARBEJ5YKpW4AlAoplarUalUWm9Iv/POO9jY2DB+/Pha7+VbVnsPQRAE4eF77bXX2LVrF5s3b+b27ds0aNCgrrck1CFDPUP6u/dHT1KzK8pXrVrFlClTyMzMrKWd3aVnYoH3+PlP/Hu6UqkEa/Paawv/KCsJPLRs2bJa8+4PSvj6+nL58mUA5s2bpxWWKAlR3F+5omStylqCZGRkaE7gT5s2rdT5tVdffZVVq1bxzjvv8Nlnn5GTk8PatWuRyWTk5+dz6dIlsrOz6datG9988w3p6elMnjyZjz76iD/++AMofl4/evRo9uzZw8yZM2nbti2HDh1i8uTJ2NraMmrUKKC4Ul1cXBxr1qyhd+/e/Pzzz5w7d45Zs2ZhYWHBiRMneO+993jrrbd4//33mTBhAnFxcQBkZWVx48YNVqxYQf/+/fnjjz+IjY3lvffe48UXX+TIkSNax1ixYgVPPfUUS5cuRaVSYWVlxaBBgzh//jyffPIJjRs3Ztu2bTz//PPY2Njw7LPPVuk4FTl9+jRLly6tdFz37t11CldIpVKaNWtGeHg42dnZpb6HkZGRFBUV4e/v/0Dm36/kfGpJu5En2ZP9V0GossLCQgCksuIeT3r6hnh0fYXLQQtJv3EaG68O1V47/UYwGTEhNOk/Az394j8iUj19reOWZfDgwTpXLchXqFkaWlydYNCgQdXea1W1a2rPsqDik/BnRLjigXhYbWKkMgOsm3fBunkXGj3/Mfmp8aRFHCQt4gDpF46gzMvWjM2+EU72jXBitnyLzNQK65bdiqtatOqJoZVDtR+rIAiCIAiCIAjCoygpKYlXX32Vli1bMn/+fM3tUqmUCRMm1OHOBEEQhAdtyJAhDBw4kO3bt9OvXz+2bdum05XAwqNvsu9kTGTaFzkayYxqHKxQKBQPLFjRbtERjJ28nvhghaCtJPDg6+tbrXn3hysGDBhARkYGjo6OvPDCC5rbMzMziYmJKXNOyVoVhSuSkpIYOHAgt2/fJiAggNmzZ2vdv2zZMlasWMH+/fvp1q2b5vYRI0YAxSEBpVLJ0KFD+e677zT379mzRxMGAfjll1/YtGkTBw8epGvXrgD06tWLyMhIli9frglXlARCRowYwTfffANAnz59+Omnn9iwYQNhYWG4uxefM0tMTOSll17ShAHCwsJQq9UMGjSItWvXao59584dZs6cqRlXcoyePXuyevVqzbh58+Zx4sQJwsLC8PLy0ow5dOgQy5cv14QrdD1ORebMmcOcOXMqHFNVffv2JSQkhM2bNzNu3Dit+zZs2AAUnyN9UPPvdfz4caDyYM+ToFb+Mvzzzz81XkMqlWJhYYGVlRWNGjV64vu11FcGBsXlk1SKu8kka88OWLn7c/PoMiwbtNEEI6pCWVTAzaPLsXIPwNqzveZ2lbJI67hlqUrVgjWRuaQXlF2d4EFq7m6FiZEMeb6Cs9HJqFRqpNJHt1dVfVUXbWKMbF1wefoFXJ5+AZWiiKyrZ0kLP0Bq+AFyb0VqxilyM0gO3kpy8FYAzNxbaqpaWDQO0ASWBEEQBEEQBEEQHkfbtm3jlVdeITk5mR07dtC/f3+6dOlS19sSBEEQHhKJRMK6desYNmwYu3fvxtfXlzfeeINRo0bRunXrCt//FR5tJjITTPVNa33d9PT0CoMVlpaWWFtbV2ttfXMbEawQSomIiACqXrmiZN79QYmXX36Zl19+udT4kqBAgwYNsLGx0WktgNu3b7Nu3ToWLlxIamoqLVu2ZNOmTaV+v86bN4/x48drBSvuFRoaikwm46OPPtK6PSUlBScnJ83nCxcuJDAwkKeeegqFQqG5vXnz5vz7779aj0cmkzFr1iyt9fLy8njppZc0wQqAnJwcDA0NMTU11exFKpUyd+5crblNmjQBiitWlIQrJBIJX3zxhWaMSqVi8eLFvPrqq5pgRYlGjRoRGxur9Zh1Oc7DNmnSJL766itmz55Nr169cHEp7ioQGRnJN998Q8uWLbVaqAQFBTF37lx+/PFH/Pz8qjx/6dKldOvWTStApFKp+PLLLzlw4AA9e/akadOmD+nR11+18tdh9OjRtX6i2sPDg4EDB/LGG2/g4+NTq2sL1Wdubo6llTX5mXd79EgkEjy6TiR8zVTiQzbQoMOYKq8bf249RfIMPAI/0/p/KT8jHksra8zMKm7zoEvVgqpUJ6htMj0p/o3tOHYhkfScQq4nZNHY1fKh7uFJUNdtYqQyfax8nsLK5ym8nptFQXpicVWL8OKqFgr53Sf7OTEXyIm5wK1tP6BnYoF1i67Ytu6FTaunMbRxrtE+BEEQBEEQBEEQ6oucnBzeffddfv31V81ttra2yOXyOtyVIAiCUBeMjY3ZuXMnb7zxBr/88gvffPON5ipmAwMDnc4xSCQScnNzH/RWhUecpaUlS5YsqfV2Y8KT68aNG5owz8yZM5k3b165Y+fNm0ePHj205slkMpo3b67TscprI3LvHmbNmsXnn38OFIcU7ty5o2mlYWBgwKRJk/jyyy9LBQKio6OJiYlh5MiR5R4/NDSUgICAUhfBh4WFMXHiRAAuX75MTEwMMTEx6OuXvnC0Xbt2Wo/Hz89Pa734+HhSU1Pp3bt3qcfeokULpFKp5piNGzfG29tba1xCQgIymQxHR0etY7i6umrGREVFkZSUpBUeKBEbG6vVnkrX4zxsDRs2ZNGiRbz99tu0bNmSAQMGUFhYyPbt29HT02PVqlWarxUUhyNOnTrF8uXLWbJkSZXnnzlzhqlTp9K2bVt8fX2Ry+WcPXuWq1ev0rhxY1asWFEXX4Z6p9b+sqjV6tpaCoCbN2+yZMkSlixZwtSpU/niiy9EerUekEgkBPj7E3bzutbtRlbOuPgPJf7cRuybPo2Rle4nh/My4okP2YRLwDCMLLXnyZOv0bZtgE5PrCuqWqBWq1lcg+oEtaFd0+JwBRS3BhHhigejPrWJMbR2wrn78zh3fx6VUkH2tRBSww+QFnGAnBsRmnFKeRYpZ3aQcmYHAKYNmmnah1g2aYdUJn73CYIgCIIgCI+XwsJCjh8/ztmzZ0lMTCQrKwuVSsXy5cvremtCLQoODmbs2LFcvXpVc9vAgQNZtmxZnb1BKQiCINSdjIwMnn/+efbs2aN577bkvEJBQUGFcyUSCWq1+qFWIxYqplQryVfka90mVzyc8KRCoSAlJaXU7VFRUdjZ2WFtbV1usEKlUpR5uyBUpCTwAMXhg4qUVAe4d56Pjw+GhrpVfS+Z06ZNm0r3oKenh5WVFTY2NgwbNoyuXbsyYsQI3Nzcylw7ISEBAGfn8s/hhYaG4ufnp3VbcnIyCQkJmsBHfHzxBdgbN27UCimUsLKy0tp3+/btte4v2f/9xykJSdw7zsPDo9T6GzZsoHPnzhgbG5d7jOTkZACtahtQXIHj/PnzWm0ydD1OXXjrrbdwdnbmq6++YsOGDZiamjJ48GDmzp1L48aNtcYOHjyY48ePM2DAgGrN/+CDDzAwMODw4cOsW7cOtVpNkyZNmDdvHtOmTauT6h31Ua2EK0aNGoVEIiE1NZV9+/YBxT/Q7dq1w9PTUxOKUCgUJCcnc/bsWdLS0oorHnh4aErP5OTkkJqayvnz50lNTdWsv3jxYiIjI9m1axd6ejXrwyXUXIcO7Tke/CMqZRFSvbuJNJeAESRHH+Lm0d9oOvAjnVsyxBxdhoGpDS7+w7XuUymLyE2KpsPzk3XaV0VVC47HFnC6lqoTVFe7pvaaj89EJ/N8z8YVjBaqq7w2MSdiC1gcImeqvwmd3IqfxDzMNjFSPRmWTdpj2aQ9XiM/pDAzWVPVIu3CYRQ56Zqxubcvknv7Ire3L0XPyAzrFl3/C1s8jZFd2U+KBEEQBEEQBOFRUFRUxOeff86PP/6o9bq/5GTJ/eGKixcvcubMGQB69OhBw4YNH+p+heop+T7PmzcPpVIJFL9m//bbb5k4caI4MSYIgvAEys3NpXv37ly4cAGo+sWatX1xp1Az4SnhBMUEUaCsOBTzIKxatYopU6aU2RLEzs4Oe3v7MmYVKyws5M59F47eT8/EApmpVU23KTxmAgMDq/V7qDrzli1bxrJly2ptD/cqCVVERkaW2VpEqVRy/vz5Uu1KwsLCgLuBj5IAibGxMW3bti33eEVFRURFRfHaa6+VWs/BwUEr5KFSqbhw4YIm9FBYWEhUVBT5+dohrsOHD3Po0CG2b99e4TFKXjteuXJF67F+9tlnGBkZMWbMmCodpy4999xzPPfcc5WOmzRpEpMmTar2/GbNmmlVHBTKVivhirVr1xIREaG58rt///4sXbpUq0/OvdRqNRs2bODdd98lJiYGBwcHFi5cqPXiOiQkhB9++IGVK1eiVqs5cOAAM2bM0OqXI9SNMWPGsGDBAtKvB2Prfbc/qp6+IR5dX+Vy0ALSb5zGxqtDpWul3wgmIyaEJgNmoqevndpLux5MQW6m5hecLsqqWvCgqxPoysPJHDsLQ1KyCgi9mkqRQoW+TFr5RKHK7m8TY2usx3dnc0mWK/jubC7+TgakyJV11iYGwMDSHqeuo3DqOgq1SknW9TDSwveTFnGQ7Oth8N+TJGV+DinndpJybicAJq5NsGndE9tWvbBs2h6pvm5pV0EQBEEQBEGoayVlX0uuuNLljUEnJydmzJhBYmIiTz/9tOaCDqH+SkxMZMiQIZw+fVpzW4cOHfjrr79KldkVBEEQnhxffPEF58+f11SgGD58OC+++CL+/v7Y29uXWVZeqJ+UamWdBSsUCkW5wYqyqJQKFLkZAPz7zw6WhRqQLy3/4ks9Ewu8x89HqifaiQiPJ29vb9q1a8e7775LTk4OTZo0ISYmhh07drB27VouXbpEXl5eqaoZYWFhWFhY4OnpqVmnc+fOTJw4kdmzZ+Pj40NmZiaXLl3izp07fP311wBcunSJwsLCUhUqyqqOER0djVwu1xw7MjKSoqIi5HI5U6dOZdiwYZw/f55PPvmE119/XVOdobxjNGrUiK5du/L++++jUqmwtrbm77//ZtWqVWzduhVra+sqHUcQStTKmd2MjAyGDBlCbGwso0aNYvv27eUGK6D4yvIRI0YQEhKCj48PX331FR9//LHWGH9/f/788082bdqEvr4+arWaJUuWaErWCHWnZcuWdO7SlaQLQaXeDLP2bI+Vuz83jy5DWVTxkytlUQE3jy7Hyj0Aa492Wvep1WqSLwTRpWs3WrRoofPeSqoWpOWrWRNZ3HvvYVYnqGxvbf+rXpFfqOTCzbQ628uTYMaMGTi7OLP4XC6rL+SQmqei6cDZpOapWBOZU+dtYu4lkeph2TgAz+HvE/DpTjotPU+zN5bi0Gk4+uY2WmPlcZeJDfqZ8IUjOfZ6M85/PZ64fX+SlxRTR7sXBEEQBEEQBN0EBgYSFhaGWq3G0NCQF154gR9++IGhQ4eWO8fa2pqPPvoItVrNwYMHCQ4Ofog7FqrDxsYGhaK43Laenh5z5szh2LFjIlghCILwhFu3bp3m459++ol///2XgQMH4uLiIoIVj5h8Rb7OwQpDPUOMZEaVD9SBQqHgypUr5QYrLC0tsba2RqVUUJiVwu2dv3DkRTdO/K8lR//XqsJghd/HW+n04wU6/xSFU5cRtbJfQaiPpFIpmzZtolevXsyZM4e+ffsyb948mjVrhlQqJTQ0FKlUSqtWrbTmhYeH06pVK805NolEwsaNG+nXrx/z58/n2Wef5Y033uDw4cP06tVLa15Z64WFhZXZ9kQikWiqTISGhiKTydizZw8RERH069ePb775hg8//JClS5dWegyAf/75h/bt2/O///2PESNGkJCQwPHjx+nbt69mjK7HEYQSEnUt1NNasGABs2bNwtLSkhs3bmj10qnMhQsX8PPzQ61Wc+bMmVLJIihOtX744YdIJBIWLlzI9OnTa7rlR1JWVhaWlpZkZmZiYWFRp3vZsWMHAwcOpNEzb2Lv87TWffkZCYSvmYpLwDAadCi/6sTtU6uJD91M6zE/YGSp3d8p+dJBru37nh07dtC/f/8q7++jjz5iwefz+Ly7FbMOZzBz9kd89tlnVV6ntgUF32LuquJeUi/3bcJrA5rV8Y4eb1u2bCEwMBCpVIJzwEgadBjD7VOrSQxZj1KlZsuWLQwePLiut1khtUpF9o1w0iIOkBZxkKyrIaBWlTnW2Lkxtq17YtO6J5ZNO6JnUDsvXARBEARBEAShpv7991+ee+45JBIJvr6+bN26VVOm9dNPP+XTTz9FIpFoWkjcq6CgAHt7e3Jzc3nzzTf55ptvHvb267X69F5BiYsXLzJ69Gh+/fVXOnSovKqlIAiC8PgzMjKiqKiItm3birDkA/QwnhfkFuXyZeiXlY4z1DOkv3t/WtuVbj1QVRW1AoHiYMWSJUt4xsOIKytnopRnad2fIzHjc6uvy5xrpM5j9zfDNO3tBUGoH6ZOncrhw4eJiIh4LI4jPD5qpbbR+vXrkUgk9OvXr0rBCiiugtCtWzcOHTrEb7/9xo8//lhqzJtvvsmCBQvIysri4MGDT2y4oj4ZMGAAzz8/hg2bl2Pp1hoDs7tX1xtZOePiP5T4cxuxb/o0RlbOpebnZcQTH7IJl4BhpYIVhTlp3D6+nDFjXqhWsAKKqxYsWriAmYcykMn06kV1AkBTuQLgTHSyCFc8YIMGDcLOzp6sPBUu/sMBcAkYQfLF/diY6DFw4MA63mHlJFIpFo38sGjkh8fQdynKTiPtwhFN2KIoM1kzNi/hKrEJV4nd9StSA2OsmnXCpnVPbFr1xMTJsw4fhSAIgiAIgvCkK7la1dDQUCtYoQtDQ0O6d+/Ojh07xMmYemjbtm00bNhQq49xs2bNCAsLq9PqkYIgCEL9YmNjw507d+jWrVtdb0V4ACb7TsZEpl0VwkhmhJ5Er8ZrV9YKJPLCeTyd7ZFK4OTUqgU5jNR5TOqoL4IVglAPhYWFlXlB/qN6HOHxUSttQW7cuAGg6bVTVSWVKw4dOlTm/YaGhvTo0QO1Ws3Fixeru02hli1e/APWluZcCZqHoiBH6z6XgBHom1pz8+hvpVqHqNVqbh5ZhoGpjeaEdwlFQQ5XguZhbWnO4sU/VHtvJiYmmFtYIpWAmYUlJibl91F7mBysjPFwMgPgYkwGOXlFdbyjx9u2bdtISUnGo/tr6OkbAqCnb4hH99dITk5m+/btdbzDqtM3t8HxqUCaTfqBTovDCZi7B8+RM7Bs0gGkd1+sqArzSAvfz9WVszj93lMEv/sUV1bOIjVsH8oCeR0+AkEQBEEQBOFJdPr0aSQSCX379q1SsKJEo0aNALh27Vptb02oppycHF577TUGDx7MCy+8QH5+vtb9IlghCIIg3KtZs+KLzMTfh8eTicwEU31TrX81DVYoFAqSk5M1rUCkErA0lGj9G9vGhqQFzxA8rXWVgxUr3vRj9zfDGD12eOWDBUF4qNRqNeHh4Q889PCwjiM8XmqlckVhYSEA2dnZ1duErHgbsbGx5Y4pCW6kpaVV6xhC7bO1tWXvnt107dqN6C0f491/tqaChZ6+IR5dX+Vy0ALSb5zGxutuGdD0G8Fk3gqhyYCZmhPeUFyx4krQPKQFaew9egQbG5tSx6wKY2Nj0tKK/1uftGtqz83EHJQqNaFXU+jqW7qyh1BzcrmcKVOnYe0RgLVne637rD07YO3hz+QpU3nmmWfqTfimqiRSKeaerTD3bIX7kDcpys0k/cJh0iIOkhZ+gMKMO5qxeXduELdnOXF7liPVN8LS5ylsWj+NbaueGDs3Ei9sBUEQBEEQhAcqObm44pqPj0+15puZFYfUy7tiUXi4Tp06xbhx47h69SoAkZGRrFq1ildffbWOdyYIgiDUVxMmTODgwYPlXmAp1E9KtZJ8hXaAUq54cBduqZQKFLkZrF+/ng8//JCsrOL2HiN8TJgcYF7tdT2Hvw/7tW+zd3QUFSsEoZ6SSCSan//H4TjC46VWwhVOTk7cuHGDU6dOVWt+VFQUAFJp+YU0Sk6Q5+XlVesYwoPh6+vL0aNH6P1sHy6sm0aDzq9g17QHEokEa8/2WLn7c/PoMiwbtEFP3xBlUQE3jy7Hyj0Aa492QHEyLCX6ELePLcfaypy9R4/g6+tbx4/swWnX1J5/DxdXezkTnSzCFQ/IggULSEhIwHf0jFLBAYlEQsMur3Jh7ZssXLiQzz77rI52Wbv0TS1x6DAYhw6DUavV5N6KIi3iAKnhB8i6cga1UgGAqiif9PMHST9/kGt8jJF9Q037EOvmndEzMq3jR/L4SEhIICEhocrznJ2dcXYWvxsEQRAEQXh8mJqaUlhYqLk4o6oSExMB0NfXr81tCVVUVFTEvHnz+Pzzz1EqlUDx9/bbb7/llVdeqePdCYIgCPXZ888/z19//cXevXv54YcfmDZtWl1vSahEeEo4QTFBFCgLanXdkgDF/e4c38C11Z8A4AKsfNYIMKrRsZ5aHI6+hS2ZciXs31WjtQRBEAQBailc0alTJ65fv865c+c4evQoXbt21XnuzZs32bt3LxKJBHd393LHJSUlAXevVhHqD19fX6IiLzB16jTWrPmeO+FbsWrcBUvXljg078OV3V8SH7KBBh3GEH9uPUW56Th0fZWcO5fJjLtA+pUj5KbEMKx3Z35bu7XGFSvqO7/GduhJJShVas5EJ9f1dh5LV69eZdGiL3DyG4qRVdknqI2tXHBqE8iiRV8wfvx4Gjdu/JB3+WBJJBLM3Ftg5t6ChoOmopBnkx55lLSIA6SFH6AgLV4zNj/5FvH7/iR+359IZAZY+XTEptXT2LTuiYlLE1HVogZ++eUXPv300yrP++STT5gzZ07tb0gQBEEQBKGOeHh4kJaWVu2LMg4fPgwUX9wh1I3Lly8zduxYzpw5o7mtQ4cO/J+9+w6L4uwaOPxblt6LiIAoIopIVOzGbowFYy+JMWqaKV+ipms0xpYYy5uuMfF9Y4yJphgTe4vG3htYsQIKggrSWerufH8QNhIUFlzKwrmvy8th95nnOQsDLDNnzlmxYkW1+3tKCCGE8ZmZmbFq1Sqeeuop3njjDS5evMi0adPk5pIqSqtoS51Ycb+kibvdnUBRntS2jjQa+xFWLh5/P6It9zWFEELUDEZJrnjyySdZsWIFAKNGjWLnzp00atSoxP3S0tIYOXIk2dnZqFQq+vXrd9+xBSdgytKbVZQ/V1dXVq5cASj89NNPpMdHcneTl9gTv2NfJ4DYk3+g6LRc2jy30P4961sxf+wj1T6xAsDexoLA+s6cjUwi6mY6t5Mzqe1ctVqXmDJFURg/YQIWti54tSq+X55X6+EkXd7LhIkT2bxpU7VOIjC3dcC9bT/c2/bLr2oRc0HfPiTl4hEUbS4ASl4OSWf3knR2L1d/moWVmzeuLXri2rwHLkFdMLeRBLfSeOmllxg4cGCRx/v27Ut8fDzu7u5s3Vo0a15OLAghhBCiunnsscc4efIkhw4d4uDBg3Ts2NHgfVevXs3Vq1dRqVR06tSpHKMU96IoCkuWLOGtt95Co8kvA65Wq5k+fTpTp07Vt3oVQgghivPKK68A4OPjg4uLC9988w3//e9/CQ4OJiAgAAcHB4POzalUKr766qvyDrfG+Xf7D02ehmxtNiqdDvOs4hMsLNWW3Nn+AxE/lf4GI2Nq+NQsPDrlnw82t3PGTG1OnlZHmiaXlIyyVU8TQggh/k2lKIpijIl69+7Njh07gPzqElOmTGHcuHG4u7sXGavT6Vi7di2TJk0iMjISRVGwt7fnwoULeHl5FRl/+fJlAgICUKlUjB49muXLlxsjZJOTmpqKk5MTKSkpODo6VnY491RQAv/q1ats3bqVM2fPcv7ceTI0GkABVNjZ2uLu1YB089o412tFL6sz9DQ/jn/bHrR4d5XRYqlbty43btzA29ubmJiYkneoQP/dFM6yrZcAeH90S/q1l6QhY1m2bBnPPfccjftNwdWvfYnjEyMOc2nzPJYtW8YzzzxT/gFWQXmZ6SSfP0Di6b+4c2on2Qn3/n5RqS1wCmj3d1WLntjVbVKtE1LKU1X++SSEEEIIUR5u3LhBkyZN0Gg0eHt7s2vXLho2bAjArFmzmDVrFiqVSt9qosCJEyd49NFHSUlJQaVSsWXLFnr37l0ZL6HKKu9zBeHh4TRr1kz/tWnUqBErVqygXbt2Rl9LCCFE9WVmZlbkPJKiKGU6t/Tv9wviH2V5X3C/9h8eFy7RaPd+zMvY1q283J1EUaAgmeJuW49F88lvp0nPzLvnPJs/6ouLg1W5xSmEEKJ6MtrtBT/99BPdu3fn/PnzZGRkMG3aNKZPn05gYCBNmjTBycmJvLw84uLiOHbsGMnJycA/b6AWL158z8QKgEWLFum35SRK1ebp6YmnpyetWrVixIgRQP7X2MzMDJWZGkWnJS0tlWu30nlyzk4Abiu+uCWHkh4dXpmhV6i2Ae765IpjF+MlucJINBoNr7/xJk71WuLSwLATfS4N2uPkE8xrr7/B448/jq2tbTlHWfWY29hTq3UfarXug6IoaOKukHgqv31I8oVDKHn5f0Ap2lySzx8g+fwBIn75EEsXT1yb98CtxSO4PNQVc9uqmfQlhBBCCCEqn7e3Nx999BGvvfYaN27coE2bNkybNo1nn332nuPPnj3LsmXLWLx4MTk5OahUKnr27CnnBCpBYGAg06dPZ8aMGbz88st8/PHH2NnZVXZYQgghTNC97vMs7b2fcqNP2f27OgWATtGxJmJNkbEqna5SEyu+OpHG9shMHB0dmTdvHsOHDwfunURxL3laXbGJFUIIIURZGS25olatWuzdu5f/+7//47fffgPyM0jPnTvHuXPnCo29+w2To6MjixcvZtSoUfec9+rVqyxZsgQAZ2dnhg4daqyQRTkoqFzxbyqVCkWnRaVSERoaCkC9WhZcT8jlhsqbi7m1CUi5TU5qApaOtSo67Ar3kK8r1pZqsnK0HL8YX+YsbVHY3LlzSU/PoPmAFw3+fKpUKhp0e4nTP09k3rx5zJ49u5yjrNpUKhV2Xo2w82qET8hLaLMySA4/yJ3T+ckWWbev6cfmJMVxc89P3NzzE5ipcWrUFtcWj+Da4hHs6wXJMS2EEEIIIQqZMGECsbGxzJ8/n9TUVCZNmsTkyZOxt/+n9Zyfnx/x8fH69hMF5w+aNGnCL7/8Uilx1zTp6elYW1sXavcxdepUunbtSvfu3SsvMCGEECZt2bJllR1CjXa/6hT3Y56VXe6JFQUJFP+WlqOgUyA2NhZ3d/cytSBL0+QWm1hhb2OOg61FqecVQgghjNYW5G4HDhzg66+/ZvPmzfoKFf/m4eHB6NGjef311/H29r7vXBkZGfo5rK2tcXNzM3a4JsMU2oLMnDmTWbMM661Wp3l/fLuOA8D12lrecdxCiymrcQnqbJRYqnrZ/Te/PsSh87cB+GlqDxp4Vs2vqam4cuUKTZsGUTt4MD7t752sVZzowyuJP72ec+fO4u/vXw4Rmj5FUci8Ffl3VYu/SA4/hC43655jLZ1q/90+5BFcmnXDws65YoOt4qr6zychhBBCiPK0atUqxo8fT0JCAlD0DtR/n6Z44okn+Prrr3F2dq6oEE2KMc8VHDp0iDFjxvDMM88wbdo0I0UohBBCiIpyr/cFWkXLgpMLDE6sALDQZNLp27K1Z79X2w5tnpaEOwk0a9YM+CeB4l6cnJxYtGgRo0ePLtP6AElp2fSbuvWez9nbmPPWiOb0betT5vmFEELUXEarXHG3Tp060alTJwAuXbpEVFQUycnJ6HQ6nJ2dadSokb63akns7Oyk3KQJeemllxg4cGCRx/v27Ut8fDzu7u5s3Zr/piY1U8t7v8aiUyDXuwu6tK1kRIcbLbmiqmsb4K5Prjh2MV6SKx6AoiiMnzABCzsXvFoNK3mHe/BqPZyky3sZP2ECWzZvlqoL96BSqbCt44dtHT/q9hmHNieT5PBD+ckWp3eSeTNCPzYn5TY39/3KzX2/gsoMR//WuLZ4BLcWj2BfvxkqM7NKfCVCCCGEEKIyPf744wwYMIDly5ezfv16Dh48SGpqqv55tVrNQw89RNeuXRk3bpz+JLwoP7m5uXzwwQfMmTMHnU7HrFmz6NOnD23btq3s0IQQQghRBhm5Gahz1QBo8jSlSqx4K/gttGlJhFE4uaLt/L1YOLgWu++92nasWLGC8ePHk5KSUuy+sbGxmJub4+LiUqZqFSX5+b1HcLKzxMHWAnO1nJsUQghRNuWSXHG3xo0b07hx4/JeRlQRnp6eeHp6Fnnc0tJS/3+rVq30j7c7dYjD4bdJM3fjmrk/XtHhFRZrZWsb4K7fPnYxgce7G5ZwJIpat24d27ZupXG/KagtrMo0h9rCirqdnmXb5nmsX7+eQYMGGTnK6kdtaYPb3wkTAJm3okg8vZPE07tIOr8fXfbfZf0UHamXj5F6+RhRq+dj4VgL1+bdcW3eE9dm3Ur8o6w6yszMxFyV/78QQgghRE1kY2PDyy+/zMsvvwzkV61MSUnB1tYWJycnSXauQJcuXWL06NEcO3ZM/1ibNm1wda1579OFEEKI6uLLU19iZV+686RWaiv61e+Hg6UDORZFkzEsHFxL3dI7Ly+vxMSKgkoV97quYExOdpa4OJTt3LEQQghRoNyTK4QoTt92PhwOz6/eEGrZnuYx5yo5oorj5+mIi4MVSWnZnLySQJ5WJxmzZaDRaJgw8TVcG7TBpUG7B5rLpUF7XHxbM37CRHr16oWtra2RoqwZbDx88e71HN69nkObk0XKxSP6qhaa2Mv6cbmpCdzav5pb+1fnV7Vo2FLfQsShQQtUZupKfBXlT6PRkJaagk6BtNQUNBqNHGtCCCGEqPGqY9XKpKSkUiUoDBs2jNWrV5djRIUpisKSJUt488039Um/arWaGTNmMGXKlHK5Y1QIIYSoys6dO8e3337Ljh07iI6ORqfT4ePjQ69evXjxxRdp2rSpUdZJTU3lxx9/5Ndff+Xq1avcuXOHOnXq0Lx5c55++mmGDh1a7ommrzZ7FVvzwuejrM2tUauMc14uLy+PpKQkEhISik2siI2Nxd3dXd53CCGEMBkV8hsrLS2N9PR0nJ2dsbGxqYglRSWJi4sjLi6uyOM5OTn6/0+ePKl/3FGrw9JcRU6ewhmL1iTHrEfR6WpEywAzMxVtGtdi+4kbaLLyOH8tmeZ+cmdQac2dO5e4uDiajZzywH90qFQq6ncex5lfJjJv3jxmz55tpChrHrWlNa7NuuHarBswi8z46ySe3kXi6V0kn9uHNisjf6CiI/XKCVKvnCDqj4+xcHDFpVl3XJs/gmvz7qXOhjcFc+fORafV8lF3Z97bkyzHmhBCCCFENZWUlFTZIdzXzZs3GTduHJs2bdI/1rhxY1asWCGtQIQQQtQ4Op2ODz/8kNmzZ6PVags9d/78ec6fP8/ixYuZN28eb7755gOtdeDAAZ588kmio6MLPX7t2jWuXbvGhg0b6NOnDytXrsTNze2B1rofK7UVrtauRkuk+DdD2oBUVLUKIYQQwtjKJbni2rVrLFmyhF27dhEaGkpubq7+OQcHBzp27Ej//v159tlnJdmimlmyZAmzZs267/Px8fG0bt260GMNH30N9yY9yDKzJVzXkI7x17Hx8C3nSKuGtgHubD9xA4BjF+MluaKUrly5wvz5C6jTcgjWzsZ5I27t7Emd4MHMn7+AsWPH4u/vb5R5azob93p493wa755Po8vLIeXiURJP/UXi6V1kxFzQj8tNS+T2wT+4ffAPUKlw8G2Oa4tHcG3RE8eGLU2+qsWVK1dYMH8+o4LsaO9txaggOxbMnyfHmhBCCCFENZSYmKjf7t27Nw8//HCx4411N2xJwsLC6NWrFwkJCfrH/u///o///Oc/1a56iBBCiKrDz8/PKPOoVCquXr1qlLkKTJo0iU8++UT/cffu3WnVqhUajYbt27dz9epVcnNzeeutt7C1tdW3NSut48eP8+ijj5KVlQVA/fr16d27N05OTpw6dYodO3agKArbtm1jyJAh/PXXX1hYWBjlNRYoaP1RXokVhrQBOX/+PI0aNSq3ahV5Wh0pGTnlMrcQQgihUhRFMdZkubm5TJ48mUWLFukzPO81fcHd5a6urixcuJCRI0caK4RqLTU1FScnJ1JSUnB0dKzscO7pfpUrihN+I4tFf8YD0DQnlHkvtMe9TcgDx1K3bl1u3LiBt7c3MTExDzxfebiZqGHIjO0ANPSw4s1+tUu1v6enZ43N7lUUhZB+/dh3OJSgJ75EbWG8fnna3GzO/TKRLg+3ZMvmzdLvuZxl3bmhr2qRdGYP2qz0e44zt3PGpVk33Jo/gkvzHlg5l+77pbIpikK/kBDCDu5iWT9nrM1VZOUpPLslmZYdH2GTHGtCCCGEqCFycnLYvXs3YWFh3Lx5k7S0tCJ3id6PSqVi6dKl5RyhcWzfvp3evXsD+TcivPjii+WyTmnPFWRmZtKmTRvOnz+Ph4cH3333Hf369SuX2IQQQogCZmZmpT7vcfe1BZVKhaIoqFQqg983GGL9+vUMGjQIABcXF9auXUvXrl31z2u1WqZOncqCBQsAsLS05MKFCzRo0KBU62RkZBAYGKivWDFp0iTmzJlTKMFg//79DBgwgOTkZAA+/PBD3nvvvVKtU/C+4N2/3mVq56mYqQpXiDa09UdOagIHX3mo0GMdF58ttspsXl4ely9fLjZh1MnJiYSEhHJLrNh6LJpPfjtNemZekec2f9QXFwfjnUMWQghRMxntN1h2dja9e/dm//79hd70qNVqatWqhb29PRkZGSQkJJCXl/+L7c6dOzz11FOcPXuWDz/80FihiEpUlov9LYIVVu5dT1IWXLRoxq2Ii0ZJrjAFdVxt8XG3Izo+g8uxGbTt0AldbpbB+8+YMYOZM2eWX4BV2IULF9i2dSv1Oj5t1MQKALWFFbWC+rBt6w9cuHCBwMBAo84vCrN288arx2i8eoxGl5dL6uVjJJ7exZ1TO8m4fk4/Li8jmfjD64g/vA4A+/rN/q5q8QiO/q0xU1ft3ozr169n67ZtfNDVCWvz/JMJ1uYqXg224f2tW9mwYQMDBw6s5CiFEEIIIcqPVqtl/vz5fPLJJ/qLBmVhKskVd1eucHFxqcRICrOxsWHlypXMmTOHxYsX4+7uXtkhCSGEqCHKcp9nQVKFEe8RLRTP3ckLP//8c6HECsi/vjF//nzCw8PZsGEDOTk5LFiwgK+//rpUay1evFifWDFy5Ejmz59fZEznzp1ZunQpw4YNA+Czzz7j9ddfL1Nlqf4N+uNg6VDq/cqqNK1AyrNixf0SK4QQQghjMdpvsVdffZV9+/YB+W94Ro4cybhx4+jQoUOh1h9ZWVkcO3aMpUuXsmLFCnQ6HXPnzsXPz4/nnnvOWOEIE6I2U9GzmSurjyWiVZmz50IaD5W8W7XRNsCd6PgMzNTmLPttBw/5/PP9Eh4ezujRo1mxYsU9L/DX1KoVAE2aNKHbI704cnwLHs36Gb1yRcK5bfQNCaFJkyZGm1eUzMzcAufAjjgHdsTviffITrqZX9Xi1E4Sz+5Bq0nVj02/dob0a2e4vv4L1LaOuD7UNT/ZolkPrFyr1veGRqNh4oRXae9tTae6hY/VTnWtaOdtzYTxr/Doo49ia2tbSVEKIYQQQpSvJ554gjVr1jzQxRFTqvSVlJSk366s5Irc3FzmzJnDyJEjC/1tExwczG+//VYpMQkhhKiZSlPtODU1lfDwcH7//Xd+/vlnnJyc+Prrr+nSpYtRY9qyZQtnz54FoG/fvvTp0+e+Y+fPn8+GDRsA+PHHH/niiy+wtLQ0aB2dTsenn34K5CdrfPzxx/cdO3ToUNq1a8fRo0e5c+cO69atY9SoUYa+JL1mbs1KvU9p5eXlkZSURF5eHmPGjLnvuPPnz1OrVi1cXFzKLbECIE2Te9/ECnsbcxxsjdtiRQghRM1klN9kp0+fZtmyZahUKuzs7Pjjjz949NFH7znW2tqaLl260KVLF5599lkGDhxIWloakyZNYvjw4VW23YUoX491a8rqY/sBOHDHlVcrOZ6K1DbAnT/2RwGQpHWiVauiqSWBgYG0atWqgiOrehRFIfJmGrvC4thzKpYUr6Fkp+8i9uTv+LQv/R8Z9xN7YjV5mcksWrjQpE7eVkdWLnXw7PYknt2eRKfNI/XKCX2yRXrUaf04rSaV+KMbiT+6EQC7ek1xbf4Irs174NS4HWbmlfvH09y5c4mLjeOjx1yKHFMqlYoJrex4bnMc8+bNY/bs2ZUUpRBCCCFE+fnpp5/4448/9O+FrKys6NOnD23btsXLy6taJphWdnLFxYsXGT16NMePH2fTpk0cPHjQ6H3bhRBCCEN5eHiUamyjRo0YOHAgEyZMYMCAATz55JN8//33PPXUU0aLae3atfrtcePGFTs2MDCQNm3acPz4cTIyMti/fz+PPPKIQescPnyYmzdvAhASEoK3t3ex48eOHcvRo0cB2Lp1a5mSK8pLQULFihUrePPNN0sc7+TkRKNGjco1qSJPqyNNk0tKRs49n7e3MeetEc0xV5vd83khhBCiNIzyG+3HH3/U9ztbsmTJfRMr/q1bt27873//Y+TIkSQlJbF8+XImTJhgjJCEiQmo54qn2R3idG5E6upyPS6Rep6ulR1WhWjVuBYqFSgKHLsYX9nhVDmKonAxOoVdYbHsPhXH9dvp+uesnT3xajWE2BN/4B7QA2vnB69WkJkcS+zJNbTrM4abmXY00CmYmUmCRVVgpjbHOaA9zgHt8RvxLtnJt0k6s1tf1SIv/Z+T1xnXz5Nx/TzRGxehtrbHpaCqRfMeWLsV/wessV25coUF8+czMtAGb4d7/9qt62jOyEAbFsyfx9ixY/H396/QGIUQQgghytvy5cv12126dOGnn34q8cKCqaustiCKovD111/z9ttvk5mZCUBYWBgHDhyge/fuFRaHEEIIYQxt2rRh7dq1dOrUiXHjxtG6dWujVZrdvHkzkH/jS8+ePUsc3717d44fPw7A3r17DU6uKFgHoFevXgatU2Dv3r0GrWFMOm0euWmJRR5f8s0SJk6eZvA85d0GBGDrsehiW4H8/N4j1HW3k8QKIYQQRmOU32o7d+4EwM/PjyeffLJU+z7++ONMmzaNq1evsnnzZkmuqKFUKhUdayXy+203ADbvOcvLI7uWsFf14GhrSRMfZ8KvJ3M1NpU7qVm4OVpXdliVSqdTOBOVyO6wOHafiuVmYuY9xwX5ujCuzzTef/kw1/Z/S+PHpj1QpQlFUbi271ss7VzR1evL20uO4F3LlmFdGvBYh3o42hpW6k9UDCvn2tTp8jh1ujyOotOSGhFG4qm/SDy1k7TIU/kZS4A2K52E45tJOJ7/h6xt3QDcmj+Ca/NHcApoh5kRW8r8m6IoTBg/HldrFaOCiu+POSrIju3Xc5k4YQKbNm+WqilCCCGEqFZCQ0MBcHNzY8OGDTWiamVlVK64efMmzz33HFu2bNE/FhAQwIoVK2jTpk2FxCCEEEIYW/v27XnkkUf466+/+PLLL1m8ePEDz5mQkMCNGzeA/PbDzs7OJe7Ttm1b/fbly5cNXissLEy/3aFDhxLHN23aFDs7OzIyMoiOjiY7Oxsrq/I7fwWQm51FQuw1ko9v5Na6/+gf12JGpiq/wtjMj/6DubVh7+HOnDmDWy03zNXmJKVll0vMWp3CrB9OFjvGyc5SEiuEEEIYlVGSK6Kjo1GpVPTo0aNM+3fv3p0rV65w/vx5Y4QjTNQjTez5/Xb+9vbTd3jpCcWgi4txcXH37NmXk5Oj///kyaJvsjw9PfH0fPBKB8bQNsCd8OvJABy/lECfNnUrN6BKkKfVEXrlDrvDYtlzOo47qUXfdKtU0KKhGz1aeNKthRceLjYAuC36kiFDhpAUeRRXv/ZljiEp8gjJ107S/omZqP6+4H4jQcOXa87x300X6NO2LsO7+uHvVf1PBJsalZkaJ//WOPm3psGwSeSkJpB0Zg93Tu0k6cyuQtn2mpiLaGIuEr35a8ysbHEJ6qKvamHjXs+oca1fv56t27bxQVcnrM2L/3lmba7i1WAb3t+6lQ0bNjBw4ECjxiKEEEIIUZnS0tJQqVQMGDCgRiRWwD+VK1QqFU5OTuW+3oYNG3jttde4c+eO/rFXXnmF//znP9Wy7YoQQoiapWXLluzYsYO//vrLKPNdunRJv92wYUOD9vH19dVvlya5orRrqVQq6tWrR3h4ODqdjqtXr9K0aVOD1wO4FB6Ovb29QWP3/fAxnrH77gogf78wy/Zssn1c/3DjMYav/+wXoYYPLif2NuY42EpLNCGEEMZllOSKlJQUAGrXrl2m/Qv2i4+Xlgg1Wf3GjfH76zgRFgHEppkRfj2ZpvVLvrtnyZIlzJo1677Px8fH07p16yKPz5gxg5kzZz5IyEbTNsCdH7bnvyE/djFen1yxd+9eVGZq9u7dS6tWrSozxHKRk6vl2MV4dp2KY9/pOFI1uUXGqM1UtAlwp3sLT7o2q4PrPap6DBo0iD59+7LvwHc4+QSjLkMlAm1uNjEHltE3JIQNK9/n0PnbrN4bwdEL+T+XsnK0rDtwjXUHrtHS340R3fzo0qyOZD5XUZaOtfDoNAyPTsNQdDrSIk+ReHoniad2knr1pL6qhS5bw52T27hzchsAtl6NcG3+CK4teuAU0AG1ZdmryGg0GiZOeJUOdW3oVNewY7JTXSvae1szYfwrPProo3ISXAghhBDVhpeXF1FRUVUmwb0iFFSuUBQFtVoNgLm5OS4uLvj6+tK5c2dGjx5ttL/1Ro8erd+uU6cO3333HSEhIUaZWwghhKhsWq0WgJiYGKPMFxERod/28fExaJ+7W5olJCQYvFZkZCQANjY2uLm5GbxWeHh4qdcq8H/fRWBuaeh5pcHgPLjUa1Rl9jbmvDWiuZy7FUIIYXRGSa5wcXEhPj6e1NTUMu2flpYGgIWFZBHWZPY+gQTnfEWERQAA247FGJRc8dJLL93zDu82bdqgKPnVLwp64d2tKp3Ua+bniqWFGTm5Oo5fjEdRFDIzM5k3bwGKomPevAW8+OKL1eJCa2Z2HofDb7P7VBwHzt4kI6toPzxLczPaB9amewtPOjerU2I7DpVKxaKFC2naNIjYk7/j035UqeOKPbGavMxkFi1ciLnajC7N6tClWR2ibqbx+75INh+5jiY7/4+40Ct3CL1yh9rO1gzp3IBBHevj4lC+pflE2anMzHBs2BLHhi3xHfIWuWmJJJ7dm99C5PQuclP/+QNVE3sZTexlYrYuwczKBufATrg274Fbi57YePiWat25c+cSFxvHR4+5GNziQ6VSMaG1Hc9uimPevHnMnj27VGsKIYQQQlRVbdu2JSoqiuvXr1d2KBWmoHLF3fLy8oiPjyc+Pp5jx47x2Wef0b9/f5YuXWrwDSvZ2dlkZ/9T6a/ghpcC/fv358svv8TNza3M52mEEEKIiuLg4GDQeZNDhw4BGK09xt2/Iw2tMOXg4KDfzsjIMGgfjUZDXl5eqdYpzVr3e1+gzdEYvFZ1smpaT8zMVDjYWmCuNpP3QkIIYUIMfU9Q2YySXFG3bl1u377NsWPHyrR/wYVvDw8PY4QjTJSlSx2CLa6yXsklT2XB9hMxTBgSVGJ26f3ae6hUKn1yRVWv+mBloSa4oRtHL8RzKymT6PgM/rdwPvEJCQT0n8blzfNM+kJremYuB87eZPepOA6dv012rrbIGBtLNR2DPOge7EV9gTBuAAEAAElEQVTHIA9srUr348nf35/Jkyfx0dx5uAf0wNrZ8OSZzORY4kLX8N7UKUVK8/nWceCtEc15uX8gm49Gs3pvJNdvpwNwOzmLJRvD+W7rRR5t5c2Ibg0IrFcxvZRF2Vk4uOLx8GA8Hh6MotORfu0siad3cufUTlIvHwdFB4AuO5PEsB0khu3gCu9hU8dPX9XCObAjakub+65x5coVFsyfz8hAG7wdSncsezuYMzLQhgXz5zF27Fj8/f0f6PUKIYQQQlQF//d//8eqVavYuHEjycnJBvU1N3XDhg1jyJAh+o+1Wi2pqalcvHiRQ4cO6U/2b9y4kQ4dOnDo0CGDzovMnTu32OqNGzduZOPGjQ/+AoQQQogKkJKSUmLLsNWrV3Po0CFUKhWNGjUyyrp3JyxYWxtWufTucRqNYckLZVmnNGvd731B6PfjDF6rOvH7b2VHIIQQoqxu376Nu7t7ZYdRIpWi/F0b/QG88847fPLJJ5iZmXHy5EmaN29u8L6nT5+mZcuWQH4Jy+XLlz9oONVWamoqTk5OBr3hNFWhHw5mcXRzzlrmt/H45OUOdAwqW9KNWq1Gp9NhZmamLxtXla3YcZmv1p0H4KmHHXnzmb7UDh6MT/tRRB9eSfzp9Zw7d9ZkLrQmp2ez98xN9oTFcexSPLl5uiJjHGws6NysDj2CPWkbUBtrS/UDranRaPBv1Jgsizo07j/NoAw3RVG4tPFDbPJucfnSxRKrgyiKwrGL8fy2J5ID527y75+gQb4ujOjagB7BXlhaPNjrERUvNyOZpLN7STy1k8TTu8hJvnXPcWYW1jgHPvx3ssUj2NTx0x9viqLQLySEU4d28V2IM9bmpc+0zMpTeHZLMsEP92Dzli0mka0phBBCCFGS8ePHs3jxYgYNGsTq1av1rTJqIo1Gw9dff837779PZmYmAL169eLPP/8scd9/36GanJxM/fr1uX79eqnuiBWmKTU1FR8fH6Kjo6vtuSGRT77WNUdN/1oXd5fq9evX+eabb/j000/JyclBpVLx4YcfMmXKlAde94MPPmD69OkAzJkzh6lTp5a4j1arxdw8/yYaJycnkpOTS9wnOjqaevXqAdCoUSMuXbpkUHxjxoxhxYoVAKxZs4bBgwffc9y/3xfodDoSExNxc3Mzyvmkmn58ipLJMSJKIseIKEnBMZKcnGwSf9MapXLFE088wSeffIKiKDz99NPs2bPHoG+QjIwMnn32WX11gWHDhhkjHGHC7HwCaXn1sD65Yuux6DInV5iatgH52ViKovDpR+9hYeuCV6v87wmv1sNJuryXCRMnsnnTpip7oTU+JZM9p+LYfSqOsCt30OqK5m65OFjRtXkderTwolWjWliYG6/vna2tLV8v/orBgweTFHkUV7/2Je6TFHmEpGsn+H7dOoParqhUKto1qU27JrWJTcjg9/1RbDh0jTRNLgDnopI4F5XEl2vOMahTfQZ38qW28/0rHIiqxcLOmdrtB1K7/UAURSHj+nnunNpJ4um/SL18HEWbX8ZRl5tF4uldJJ7eBSvex7p2fVyb98C1xSPsvZzI1m3b+KCrU5kSKwCszVW8GmzD+9u2sX79egYNGmTMlymEEEIIUSm++OILFEXh66+/pmvXrnz55Ze0bt26UmPy9fXl2rVrZd7/scceK1OVCFtbW9566y2aNWtGSEgIOp2O7du3c+DAATp16lTsvlZWVvcsie7k5CQnK2sQR0dH+XrXEPK1rjmq+9f6kUceMXisRqMhJiaGuLg4IP98KUD9+vV57bXXjBKPjc0/5+vuTk4oTkFCJBRu22HsdUqz1r3eF5RHhbDqfnyKByfHiCiJHCOiJFX12ue/GSW5ok2bNgwcOJD169dz+vRpOnbsyH//+186dux4332OHz/O888/z5kzZ1CpVLRs2ZKBAwcaIxxhwuzrBtI49wdsdOlkmtmz9/RNMrJysbO2qOzQyl0jbyccbS2IOrufyHOHaNxvCmqL/DfGagsr6nZ6lq2b57Fhw4Yq9b0Sd0fDrrBYdp+K40xk0Z7CALWdrenewovuwZ4093NDbVZ+PyAHDhxIn7592XfgO5x8gvWfw3vR5mYTc+A7+oaEMGDAgFKv5VXLjgmDg3ihXwB/Hr/Bb3siuBKbX9o3MS2bZVsv8cOfl+newpPhXf1o0dDVZH45iPxf5Pb1g7CvH0T9gRPI06SSdG6fvqpFdmKsfmzW7WvE7vieiK3LeGXjHdp7WdGp7oP1AO1U14r23tZMnPAqvXr1Mij5RwghhBCisrzyyisGj23QoAGHDh2iXbt2NGrUiODgYFxcXAx6r6xSqfjqq68eJNQqpXfv3owZM0ZfxXPNmjUlJlcIIYQQpmj37t2lPi92d9HtoKAg1q5da7TzI/b29vptQ1t83D3O0OSKsqxT1rWEEEIIUf6MklwB8O2339K2bVuuX79OeHg4Xbp0oUWLFjzyyCM0atQIR0dHMjIyiIiIYNeuXRw9elS/r7Ozs77ElajZ7HwCMUdL85zjHLHuTnault2n4nisfb3KDq3cmZmpaOHrwO6vv8W5fitcGrQr9LxLg/a4+Lbi1fETePTRRyv1QmvUzTR2n8pPqLgYnXLPMd617OgR7En3Fl4E1nPGrBwTKu6mUqlYtHAhTZsGEXvyd3zaj7rv2NgTq8nLTGHRwoUPlPRgbWnOwI71GfBwPU5dTWT13gh2n4pDq1PQ6hT+Co3lr9BYGnk7MryrH73beGNtabQfv6KCmNs64t72MdzbPpZf1SLmgj7RIuXiERRtLj+dyyAxU8snPZ0fOJFGpVIxobUdz26KY968ecyePdtIr0QIIYQQwvi++eabUr3/UalUKIrC5cuXuXz5cqnWMmZyxeeff056enqZ969bt+4DxzBixAh9ckVoaOgDzyeEEEJUVaXtUO7m5kabNm0YOXIkTz31lL4lhzG4ubnpt2/evGnQPjdu3NBv169f36B9rK2tsbW1RaPRkJiYSG5uLhYWJd9IWJa1hBBCCFH+jPZupFatWuzYsYNhw4Zx+vRpAE6dOsWpU6fuOb7gjVTdunVZvXo1TZo0MVYowoTZ1c0/DlrmHOGIdXcAth2LqRHJFQBRR1aRm5GE76DZRU5MqlQq6nUex9lfXqvwC62KonD5Rmp+QkVYHJE30+45zs/Tge4tvOgR7ElDL8dKq9Lg7+/P5MmTmDtvPu4BPbB29iwyJjM5lptha5k65V0aNmxolHVVKhXB/m4E+7txOzmTNfujWHfwGklp+SX/Lt9IZe7PYSxad46BD9dnaGdfvGrZGWVtUbFUKhX2PoHY+wRSr/+r5GWmc3LbKn755QVGNrXD28E4v169HcwZGWjDgvnzGDt2LP7+/kaZVwghhBCiPJT2gklZ9jH23xj3619eke7+eyQhIaHU+1tZWTFjxox7tgoR1Y98vWsO+VrXHDXlax0ZGWnwWEtLSxwcHApVfTC2gIAA/XZUVJRB+9zdSqxp06alWis0NBSdTsf169cNOhd5/fp1AFxdXfHwqLy22TXl+BRlJ8eIKIkcI6IkpnaMqJSynP0oRlZWFp9//jlffvllsRmfdnZ2jBs3jmnTphXKEhX3l5qaipOTEykpKdW6L9Gh19uQlRDDx05zSDSrhUoF6z7ojbuTTck730WtVqPT6TAzM0Or1ZZTtMZz5coVApsG4RE8uNhqC9GHVxJ/ej3nzp0t1wutOp3C+WtJ7D4Vx+5TsdxIuHfZuiY+TnQP9qJ7C0/qe1SdEnUajYaAJoFkqN1p/Ni0QidhFUXh0qYPsNfd4UL4+XKtApKTq2VnWCyr90ZyLiqp0HMqFXR+qA7DuzagbYC7tAwxYYqi0C8khFOHdvFdiDPW5sb7WmblKTy7JZngh3uwecsWOU6EEEIIUSUVVF6oCE8//XSFrVURTp8+TYsWLQDo2LEjBw4cqOSIhBBCiOovKysLe3t7tFotDg4OJCUloVari91n2rRpzJkzB8h/7zN27FiD1ho9ejQrV64EYNWqVYwYMaLY8VeuXKFRo0YA9OjRg507dxq0jhBCCCHKn9Hr0ltbW/Puu+/yzjvvcOLECQ4dOkRsbCzJycnY2Njg7u5OmzZt6Ny5M3Z2cse2KMreJ5DshBiCsw+z06Y/igJ/Hr/BUz2r7x3biqIwfsIELG1d8Go1rNixXq2Hk3R5LxMmTmTzpk1GvdCq1SmcunpH3/IjPjmryBiVCpo1cKV7i/yECk+3ymtPUhxbW1sWLfySwYMHkxR5FFe/9vrnkiKPkBR1ku/XrSv39iqWFmr6tvWhb1sfzl9LYvXeSHacvEFung5FgX1nbrLvzE3qe9gzrEsD+rX3wc665NKAomq5cOECW7dt46WW9kZNrACwNlcx0M+S/27bxoULFwgMDDTq/EIIIYQQxlDdEh4q0pkzZ/TbPj4+lRiJEEIIUXNYW1vz8MMPs3//ftLS0jh+/Djt27cvdp9du3YBYGZmRkhIiMFr9ejRQ59csXPnzhKTKwrWAejfv7/B6wghhBCi/Bm9coUoPzWlckXErx9xfcOXJJjV5hOnDwBo5O3ID+/2KNU8plS5Yt26dQwePJjG/aYUSgK4n8SIw1zaPI9169YxcODAB1o7N0/H8Uvx7DkVx97TcSSl5xQZozZT0dLfjR7BXnRt7kktJ+sHWrOiKIpCSL9+7DsUStDIL1FbWKHNzebcLxPo2rG10ZNTDJWYls36g1H8sT+qSAKLrbU5j7X3YViXBlWqEogoXkHlirCDu1jWz/iVK57ZeIfG9erww9xJOPm3wqFBc8xtq+/vASGEEEKImqR3795s374dgG+//Zbnn3++kiMSQgghaoaPP/6Yd955B4AXX3yRJUuW3Hfs5cuXady4MQDdunVj9+7dBq9z69YtvLy80Ol0ODs7c+PGjWJv+OrUqRMHDx5EpVJx9epVGjRoYPBaQgghhChfklxhQmpKcsWtg2sIX/x/ACz1/ZIrKfk9dn6c0gN/L8Nft6kkVxS0r9CY16ZRv/cMutif39biQ+y08Vy8EF7q6gtZOVqOhN9m96lYDpy9RVpmbpExFuZmtA1wp0ewJ50fqoOzvWn0Ovq3K1eu0LRpELX/brdS0Fbl/PlzBvU3LE95Wh17T99k9d4IQq/cKfJ8+ybuDOvqR8cgD9Rm0gqiqrty5QpBTZvyRIAlz7UwXk/Q706l88v5DJb1d8Pb4e+CUyoVtp7+OPgF49iwJQ5+wdjXC8LMwjS/T4UQQgghqpvMzExsbEpubbls2TKee+45AFxcXIiIiMDZ2bmcoxNCCCHKR1paGp999hkA9vb2vPnmmw88Z2ZmJh9//DGKotCoUSOefPLJB56zwK1bt/Dz80Oj0WBpacmJEyd46KGH7jl28ODBrFu3DoBNmzbRr1+/Uq01bNgw/vjjDwCmTp2qby/yb2vXrmXIkCEAjBgxglWrVpVqHSGEEEKUL6O3BRHiQdn5NNFvt7O+ypWUpgD8eSwa/0FBlRVWuZk7dy5xcXE0GznF4CoKKpWK+p3HceaXicybN4/Zs2eXuE9GVi6Hzt1m16lYDp27RWZO0YQTa0s1DzetTbcWXnQK8sDexvTbU/j7+zN58iTmzpuPfZ0AboatZeqUdys9sQLAXG3GIy29eKSlF1dupLB6XyRbj8aQnZv/tTlyIZ4jF+LxcrNlaJcG9O9QDyc7y0qOWtyPv78/kyZPZv7cj+jjZ/1PIsQDiEnN45fzGkY1dyk8n6Kgib2MJvYyt/b/BoBKbYF9/aD8hAu/ljg0DMbWsxEqM7MHjkMIIYQQ4kFpNBp27NgBgJOTE926dTN4382bN5OXl4ezszNdu3YtrxCNatWqVfz+++9MnTqVDh06FHk+PT2dBQsWFLqwMmfOHEmsEEIIYdLWr1/PzJkzUalURkmsALCxseHkyZOsX78eW1tb+vfvj4ODcaq9enh4MH78eBYsWEBOTg6DBg1iw4YNNG3aVD9Gq9Xy7rvv6hMrunbtWiSxIjs7m1GjRvHnn38SEhLCihUrsLQsfA5v5syZrFu3Dq1Wy/z58/H29uaVV14pNGb37t08++yzAFhZWTFr1iyjvE4hhBBCGI9UrjAhNaVyhS4vh33P+6Fo89B5t2R61v+h1SnUdrZmzazemBl4B78pVK74d1WF0iqownDu3Fn8/f2LPJ+SkcP+szfZHRbH0Qu3ycnTFRljZ21O54fq0L2FJx2a1sbasvrlXBVUB4mJicHHx4cL4edLXe2joqRqcth0+Dq/74vkRoKm0HNWFmr6tKnLiG4N8Pd2qqQIRXE0Gg2BTRrjqbvD3G6OD9R2RlEUpuxJ5aZZLc6dD4eUWNKuhpIaGUba1VDSr59HySvaxuduamt7HPxa3JVw0RIrV69KaYcjhBBCiJrthx9+4JlnnkGlUrFw4cIiFxOKM2nSJD755BPMzc05f/58lUiULsn333+vvzji5+dHp06d8PLyQqvVcuXKFXbu3Elqaqp+/Pjx41m4cGFlhSuEqCZ0Oh1LlizBx8eH/v37V3Y4opQ2bdpEZGQk48ePr+xQyuyFF15g6dKlqFQqzp07R5MmTUreyQB//vknffv2RaVSsXLlSkaOHGmUeSE/MaJbt24cOXIEyD+nHBISQmBgIKmpqWzdupVr164B4OXlxfHjx/H09Cw0x7fffssLL7xQ6ON7tfn64osveP311/UfBwUF0b17d6ytrQkNDWXnzp3655YvX87YsWON9jqFEEIIYRwGJVeUtsRVWalUKjZt2lQha5mimpJcAXDs3e5kxFxApTZnfYdVHDwfD8CiCR1p3djdoDmqenKFoiiE9OvHvsOhBD3xJeoylPPX5mZz7peJdHm4JVs2b0alUpGYmsWe0zfZfSqWE5cS0OqKfos72VnStXkdurfwok3jWlhaqI3xkqq0DRs2MPG1N/jyi88YMGBAZYdTIq1O4dD5W6zeG8mR8NtFng9u6Mbwbg3o1twTc7VUJqhKCso3ftDVic4+1mWeZ390Fu/vTWHt2rUMGjSoyPO63GzSr58nLSKU1Ij8hAtN3BUo4de6hZO7PtHC0S8YB79gLOxdyhynEEIIIYQh+vfvz+bNm3F1deXGjRtYWRn+98+dO3fw8fEhOzubKVOm8OGHH5ZjpMbxww8/8PTTT5c4ztXVlfnz5zNu3Dijx5CUlISrq6vB44cNG8bq1auNHoeoGFqtli1btrBmzRpOnDjBtWvXSE9Px8HBAX9/f3r16sULL7yAr69vZYcqyklMTAzPPfcc27dv56WXXuKbb76p7JCEgTIzM5k6dSpffPEFjRs35sKFC5UdUpm1a9eO48eP07BhQy5fvmy0ebVaLe7u7qSkpDBu3DiWLFlitLkBEhISeOqpp/jzzz/vO6ZVq1b8+uuv97zB7d/JFUuXLtW3/fq3Tz75hClTppCbW7RNM+S3U1m8eDFjxowpMe5z587x7bffsmPHDqKjo9HpdPj4+NCrVy9efPHFQhU4HkRqaio//vgjv/76K1evXuXOnTvUqVOH5s2b8/TTTzN06NBS3chz5MgR/ve//3HgwAGio6OxtLSkXr169O/fnxdeeIH69esbJW5heseIVqvl119/Zd26dRw7doz4+Hjy8vKoXbs27du358knn2TQoEGYSaVeozG1Y6Q4c+fOZerUqQDUr1+fqKgoI0Res5n68XHs2DGWLVvGnj17iIqKIjs7GwcHB+rXr0+nTp148803y3TzhkHJFWZmZuV+l6uiKKhUqip5EbyqqEnJFee/+j9uH1oDQPrY9czZEAdA/w71eO+plgbNUdWTKwouwDbuNwVXv/Zlnicx4jCXNs/j7Q++Jt3+IU5F3LnntdVajlZ0beFJjxZeBPu7yQV5E3LtVhp/7Iti45HraLLyCj3n7mzNkE6+DOrki6tD6RN0hPEpikK/kBDCDu5iWT9nrM1L//szK0/h2S3JtOz4CJv+TpwyRJ4mjbSoU/kVLiLCSIsII/vOjRL3s/FogINf8N8JFy2x930ItWXJPcKFEEIIIQzVqFEjIiIiGDp0KL/99lup9w8JCWHbtm106NCBgwcPlkOExqXT6fjjjz9Ys2YNYWFhxMTEoNFosLKywt3dnVatWtG7d29Gjx6NnZ1ducQQERFRqhNFklxhum7fvk2XLl24dOlSseMsLS358MMPeeeddyooMlERcnNz+fzzz5k1axYZGRkAklxhQtatW8frr7+uvwAUEBBg0skVnp6e3L59m2HDhrFq1Sqjzt2zZ0927dpFx44d2b9/v1HnhvzzOb///jvLli3j9OnT3L59m9q1a9O0aVNGjx7NE088UaTVRwFD2oLc7fz58yxevJgdO3YQExODpaUl9evXZ8CAAbzwwgv4+PgUG6tOp+PDDz9k9uzZ9z3vbWFhwbx58x64PcuBAwd48skniY6Ovu+YPn36sHLlStzc3IqdKysri7feeovFixffd4y9vT3//e9/efLJJ8scszDNY+TEiROMGTOG8PDwYtd7+OGHWbVqFXXr1i1zzMI0j5HiZGVl4evry61btwBJrnhQpn58pKamMn78eH788cdix3399de8/PLLpYoXSpFcUREkuaJ4NSm54tr6L4lc9REAfi8u5tkNVmiy8rCzNmfjnL5YW5ZcaaEqJ1cUtKnQmNemUb/3Hrh1wMWNH6BJjKbFqEWFKmB4utrSvYUn3YO9eMjXxeCWKqJqysjKZevRGFbviyDqZnqh5yzMzejZ0ovhXf0I8pUqBJXtypUrBDVtyhMBljzXwr7U+393Kp1Vl3I4dz78gcteZyfdIu3vRIvUiFDSroaSp0kpficzNfY+gTj4tcxvKdKwJbbejTFTV7+2QUIIIYSoGPb29mRmZvLOO+8wb968Uu//9ttv8+mnn+Lq6kpCQkI5RFj9HD9+nLZt2wLQu3dvHn744WLHN23alMcff7wiQhNGduHCBQIDAwHw9fWlc+fOeHt7oygKERER7Nixg+TkZP34jz/+mLfeequSohXGkp2dzXfffce8efO4fv16oeckuaLq27x5Mx988AGHDx8u9LipJ1fY2dmRlZXFa6+9xqeffmrUuf/v//6PJUuW4OnpyY0bJd9IUp29/fbbfPLJJ/qPu3fvTqtWrdBoNGzfvp2rV6/qnyvrhSPIfy/RpUsXsrKygPyLlb1798bJyYlTp06xY8cOCi4vdenShb/++gsLC4v7zjdixAh9IqdaraZPnz4EBQWRlJTExo0buXnzJpB/PWrDhg0VVlG9OjK1Y+TMmTO0b9+ezMxMABwdHenZsycNGzYkLy+Pw4cPF/p52aRJEw4dOoSzs3OZ4hamd4yU5LPPPit0kV+SKx6MKR8fMTExdOvWjYiICCA/96BLly4EBQXh4ODAjRs3uHDhAidOnChz7AZdJdm1a1epJxbiQdj5/NOPLy8unB4tQth0JJqMrDz2n73Jo628KzG6Bzd37lzi4uJoNnLKA1eFUalU+HZ5gVM/TSD25O90GvAiPYI96RHsReO6TuVedUZUHDtrC4Z1bcDQLr4cv5TA6j0R7D97E50CuXk6th6LYeuxGALrOTOimx89W3rViJYvVZG/vz+TJk9m/tyP6ONnjbeD4UkJMal5/BKeybtT3zNKP3ErFw+sWvehVus+QH5CVuatqPx2IldDSYsIIz3qDLrcrH920mlJv3aW9GtniduVn91pZmWDQ/3mODQMxsGvJY4NW2LtXk9+xgghhBDCIGp1/vvSsia+F9z9mZaWZrSYqrukpCT99rBhw3jxxRcrMRpR3tq1a8fcuXN55JFHijyn0Wh49dVX+f777wF4//33eeqpp6hTp04FRymM4datW0yfPp3ffvut0Pd57dq1uX27aFtRUbVMnz6dlStX6k/4Q/X62hW0uiiPqkwFF1FTU1ONPrcpWb9+vf6Cl4uLC2vXrqVr167657VaLVOnTmXBggUAvPbaa/Tp04cGDRqUap2MjAyGDh2qv+A1adIk5syZg7n5P+e49u/fz4ABA0hOTmbfvn0sWLCA9957757zffnll/rEinr16rF582aCgoL0z2dnZ/P888+zcuVKdDodY8aMISoqCgcHh1LFLUzzGLlx4waZmZnY29vzwQcf8MILLxT5ObJ7926GDRtGYmIiFy5cYPbs2UZP4qopTPEYKU5ycrJJtI40FaZ8fCQnJ9O3b1/9+6yQkBAWL158z9aIV69eJS8vr8jjhjCocoWoGmpS5YqshGgOv55/h41r8KPkDPiMCYvyS792fqgO/3mp5DYaVbVyxZUrV2jaNIjawYPxaT/KaPNGH17J7dPrOH/u3D17/4nqKe6Ohj/2R7L+4DVSNYV7NbrYWzKoky9DOvlS20VaPFQ0jUZDYJPGeOruMLebo0FJCIqiMGVPKjfNanH+wkVsbW0rIFLQ5eWSEXMhv7rF1VDSIkLJiLkIiq7Y/cztXXH0a6FvJ+LgF4ylk3uFxCyEEEII01LQFmTAgAGsXbu21PuPGTNGXwY0Pj7e+AFWQ7/++isjR44EYNWqVYwYMaKSIxLlJScnB3Nz82Irz+p0Olq0aMHZs2cBWLx4Mf/3f/9XUSEKI9q9ezc9evTQf2xra8t7772Hh4cH48aNA6RyRVX273MDY8aM4Y033qBVq1aA6VeuKGgL8vLLL/PVV18Zde53332XBQsWYGFhQXZ2tlHnNhWKotC8eXP9z/KtW7fSp0+fe44dOHAgGzZsAODll1/m66+/LtVa//nPf5g0aRIAI0eO5Oeff77nuD/++INhw4YB4ObmxrVr14pcFNdoNPj6+hIfH4+FhQUnT57koYceKjKXVqulbdu2hIaGAjBv3jwmT55cqrhrOlM9RrZu3cqkSZPYsGED9evXv++amzdv5rHHHgPAwcGBhISEYlvwiKJM9RgpzhtvvMHnn39OrVq19FUOpXJF2Zj68fHcc8+xbNkyIL/iVXFtqB5ExfT7EKKUrNzqorbJz0rNiA6nZaNauDtbA3Do/C2S0kzzDbSiKIyfMAELOxe8Wg0z6txerYdjYePC+AkTkJypmsPTzZZXBwWx7oM+TB0VTKO6TvrnktJz+H7bJYbO3M7UpccIvZIgx0YFsrW15cuFX3HkRhYHYgz7mXUgJpsjN7L4ctFXFZZYAWBmboGDbzO8HhlDkxc+pe3cXXT532WCp62l4agZuHcYhLV7vSL75aUnknh6F9fWfMqZT8Zw8NVmHHq9Dee+fIHrG78iOfwgeVkZFfY6hBBCCFF1tWnTBkVR+Ouvvwq1JzCEVqvlr7/+QqVSldiDXPzj7jvaXVykdWB1ZmlpWWJLXzMzM4YPH67/+PLly+UdlihnVlZWvPTSS4SHhzN16lR9hSBhGvr27cuhQ4f44YcfqtXP6Nq1awP5JbmNraC6R3X6fJXWli1b9Be8+vbte98LXgDz58/Xb//444/k5OQYvI5Op9NXBFCr1Xz88cf3HTt06FDatWsHwJ07d1i3bl2RMd9//70+Ofb555+/Z2JFwVpz5szRf7x06VKDYxb5TPUY8ff3Z/fu3cUmVgD069ePJk3yq56npaVx7Ngxg2MW+Uz1GLmfEydOsHDhQgBmz55t8H7i3kz5+AgNDWX58uUAdO3alUWLFhkcT2mVKrnizJkz5RVHsS5evFgp64rKo1KpsKub/0sy+84NlKw0ereuC4BWp/BXqGn21btw4QLbtm6lVtO+qC2sjDq32sKKWkF92LZ1q0lnuIuysbZUM+Dh+iyf1I1v3ujMo628UZvl3w2h1SnsCovllS8OMHbebtYdiCIzu2zljkTpDBw4kL59+vBVaCZZecUntmTlKXwVmklI374MGDCggiK8P7W1Hc5NOuDT7/8IGr+EDp8dpePiszR7ZyW+Q9/GNfhRLBzdiuyXnRBD/NENRPzyAWFzhrL/hUYcfbcbF/77Ojf+Wk5a5Cl0eYa/0RJCCCFE9VBwh5lGo+Hdd98t1b5LlizR9+B+9NFHjR5bdSXJFeLfvLy89NslJWOIqqtOnTosWrSI6OhovvnmG+rVK5oIL6quGTNmEB4ezpYtW+jQoUNlh2N0gYGBKIrC3r17jV5J+NSpUwC4u9fcipl3V/8qqFRzP4GBgbRp0wbIL72+f/9+g9c5fPiw/r1XSEgI3t7Ft+geO3asfnvr1q1Fni9N3L1798bDwwPITwS8u4WOKJmpHiP+/v64uroatHbLli3127GxsQbtI/5hqsfIvWi1Wl544QW0Wi0PPfSQtEE0AlM+PubNm6fvZrBo0aJy/XunVDN36NCB7777rrxiuaeff/5Zn5EiahY7n0D9dkbMBfq2rav/eNsx42c/V4QmTZrQp29fEs5tRZtr3Oob2txsEs5to29IiD57U9Q8KpWKFn5ufPBsG9bM7sVzfQNwdfgnkedKbCrzfjnFoPf/5Ms1Z7mRIFUFypNKpWLhokUkZin8dK74z/VP5zJIylZYuGiRQS1EKoOlYy3cWvTEd+jbNH97BR2/Okv7z47SdMJ/8en3fzg16YCZ1b8qbig6NDEXubn3Fy4vm8yJ9/uw74VGnJz5GJd/eI+b+1ejib2Coiu+BYkQQgghTNsTTzyh73P6v//9j5kzZxq03/bt23nrrbeA/IvBzzzzTPkEWA0lJibqtyW5QgCFWuoEBARUYiTiQTRp0oRXX321Rl9gNmUzZ86s1uft+vbtC+S3t/7zzz+NNu+NGzcIDQ1FpVLRrFkzo81rajZv3gzkn2/q2bNnieO7d++u3967d2+p1wHo1avXA62j0WjYs2cPAK6urvoWOPejVqvp0qXLfecTxTPFY6S07q7UJFWaS686HSOffvqpvo3QV199JVW8jMBUj4+0tDR9i5IePXqU+3uFUiVXZGZm8sILL9C3b99y71UTFxfHsGHDGD16NOnp6eW6lqia7H3++UMjPTocf28n/L0cATgblUR0vOkdFyqVikULF5KrSSL25O9GnTv2xGryMpNZtHBhlb0wKyqWu5MNLzzWhLWzezPz6dY85PvPCdW0zFx+3nmVEbN38PaSwxwJv41OJ29Gy4O/vz+TJk/ml/BMbqTdu2JITGoev4RnMmnyuzRs2LCCIyw7lUqFjXs9arcfSMNRM2g5bS1d/neZNnN3EfDCp3j1HIu9b3NUavNC+ym52aReOcGNP5dy4ZvxHJ3Umf0vN+HUvMeJ+PUj4o9vITvpZiW9KiGEEEKUBwsLCxbe9bfKBx98QLdu3fjzzz/veWfr5cuXmTBhAv369SM7OxuVSsXzzz9P06ZNKzp0kyWVK8TdFEXR34lmbm6uryYjhBDGFBISgoWFBQDTpk0z2rzz5s3TbxckcNQ0CQkJ3LiRX825SZMmODs7l7hP27Zt9dulaQcVFham3zakwkrTpk2xs7MDIDo6muzsf24qPH/+vL5UfPv27Q06b13WuGs6Uz1GSuv69ev67YJWRMIw1ekYiYyM1Cfsjxkzhq5duxocm7g3Uz4+1q9fT2ZmJgBPPvmkwXGUVamSK+bOnYuZmRnbt2+nSZMmTJgwQf+JNpY7d+7w7rvv0rhxY9auXYtKpSrUZ0vUHIUqV0SHA9CnGlSv8Pf3Z/LkSdwMXUNWcpxR5sxMjuVm2FomT55kUhdmRcWwMDejT5u6/O+trnz3Tlf6tfPB0jz/x7+iwIGzt3h98SGenPMXv+2JICMzt5Ijrn6mTJmCp5cnC09kFMmoVhSFhScz8PLyKnWJ7KpIZabG3icQz26jaPzsAtp8+Ced/3eZljM34T/mQ2p3HIZNnaI/p7SaVJLO7uX6hi859/mzHJoQzMEJwZz97Fmurf+SxLN7yc1IqYRXJIQQQghjeeyxx/jss8/0H+/fv5+QkBCcnJxo27YtvXv3pkuXLvj4+NCkSRMWL16sT7zo0qWLvpeuMExB5QqVSoWTk1MlRyMqk6IovP/++/q+5G+99VahFiFCCGEsHh4ePP/88yiKQlhYmMGVqopz5MgRlixZAoCtrS39+/d/4DlN0aVLl/Tbhp7/LagaBqW76FXatVQqlb5FkU6n4+rVq2WeC8oed01nqsdIaeTm5nLmzBkgv6pdixYtyjRPTVVdjhGtVsuYMWPQaDS4ubnxySefGByXuD9TPj4OHTqk3747WePcuXP88MMPzJ8/n4ULF7Jt27YHSu4qYF7ykH9MnjyZjh078vzzz3PlyhUWL17MkiVLGDhwIM888wy9evXCysqq5In+RavVsmfPHpYvX85vv/1GdnY2iqJQr149li5dalDpEVH9FE6uuABA79Z1Wbz+PIoCW4/F8HxIgElWaZgyZQrfL/+Ba/u/pfFj0x7oNSiKwvX9S6vNhVlRvgLrufD+GBfGDw5i/aFrrNkfxa2k/Iy+67cz+HT1Gb7ZcJ6QdvUY3rUBvnUcKjni6sHW1pYvF37F4MGDORBjRWcfa/1zB2KyOXoji3XrvsLW1raYWUyX2tIGJ//WOPm31j+Wm5FMWsQp0iLCSI0IJe1qKDnJtwrtl5N0k4QTW0g4sUX/mI2nP45+wTg0DMbRrxV29ZqitrRGCCGEEKZhwoQJNGzYkOeee47bt28D+eWiT548WWjc3Qmpzz33HIsWLdLfCSsMU1C5QlEUfYlcc3NzXFxc8PX1pXPnzowePbrE8tzC9Oh0OjIyMrh27RqHDh3if//7nz6x4oUXXuCjjz6q5AiFENXZjBkzWLFiBRkZGXzwwQe4uroyceLEMs114cIFBgwYQF5eHiqVitdffx1XV1cjR2waIiIi9Ns+Pj4G7XN3D/uEhASD14qMjATAxsYGNzc3g9cKDw8vslZFxl3TmeoxUho///yz/j1ujx49pDpbKVWXY2TWrFkcOHAAgM8//1xapRmJKR8fBecTLCwsaNKkCWfPnuX555/n6NGjReZxdHRk0qRJTJo0qcznGEqVXAH5d4ucOXOGefPm8dlnn5GamsqaNWtYs2YNNjY2dO3alXbt2tGyZUt8fX3x9vbG3t4ea2trsrOz0Wg0xMbGcu3aNU6fPs3Ro0fZvXs3KSn5d6MqioK1tTWvvvoqM2bMwN7evkwvTJg+CztnLF08yUmKIyM6HEVRqO1iQ+tGtTh+KYEbCRmci0rioQam94ba1taWhV9+wZAhQ0iKPIqrX/syz5UUeYSkqBMsW7u22l6YFcbn4mDF070b81RPf/afucnqvZGcuJz/C0mTreX3fZH8vi+StgHujOjWgI5BdVCbmV4iU1UycOBA+vbpw1cHd9HG0wprcxVZeQpfhWYS0rcvAwYMqOwQK5SFnTOuzbrh2qyb/rHsxDhSr4b+k3AREYY2M63QfplxV8iMu8KtA6sBUKktsKsXiKNfSxz8gnFs2BJbr0aozKTHnhBCCFFV9evXj8jISL799lt+/fVXjh07Rm5u4eppbm5u9OrVizfffJM2bdpUUqSmraByxd3y8vKIj48nPj6eY8eO8dlnn9G/f3+WLl0qZZWrgXHjxrF06dIij6vVanr27MmkSZPo3bt3JUQmhKhJPDw8WL58OcOHDwfgjTfe4PDhw3z55ZfUqlXL4HmWL1/OhAkTyMjIQKVS4efnx6RJk8or7CovNTVVv21oRSoHh39umsrIyDBoH41GQ15eXqnWKW6tiopbmO4xYqjbt28X+hkwZcqUUs9R01WHY2Tv3r36ROFBgwYxevRog+cXxTPl4+P8+fNAfjvMI0eO0KtXLzQazT3nSU1NZdq0aezdu5f169eXqWhEqZMrAKysrJgxYwYTJ05k0aJFLF26lOvXr6PRaNi2bRvbtm0r1XwFd6S4ubnxzDPP8PrrrxfKdhE1l71PExKT4sjTpJCdGIe1mxd92/pw/FL+ReAtx6JNMrkC8n/w9+nbl30HvsPJJxi1RRmqvuRmE3NgGX1DQhg4cGA5RCmqO3O1Gd2Dvege7MXV2FR+3xfJlqPRZOXkl18+djGeYxfj8XS1ZWgXXwY8XB8nO8tKjto0qVQqFi5aRFDTpvx0LoPnWtjz07kMkrIVFi5aZJJVeIzNytUTd1dP3Nv2A0DR6ci8GaGvbJEaEUb6tbMoeTn6fRRtLumRp0mPPA1/LQdAbW2HvW9zHBv+k3Bh5VZXPsdCCCFEFWJjY8OECROYMGECWVlZxMTEcOfOHdRqNe7u7tSvX7+yQzR5w4YNY8iQIfqPtVotqampXLx4kUOHDulPnm3cuJEOHTpw6NAhPDw8KitcUY6cnJxwcHDgxo0bZGVlYW0tld+EEOVryJAhzJ07l3fffReVSsWvv/7KunXreOaZZxg6dCgdO3bExsamyH5Xr15lx44dLFy4kPDwcP11A1dXVzZv3lzowkpNc/eFJEN/jt897n4XmYyxTnFrVVTcwnSPEUPXHDhwILdu5Ve9feaZZ6TifRmY+jGSlJTE6NGj0Wq11K5dW98yShiHqR4fWq1WX8BBpVIxatQoNBoNffv25e2336Zt27ao1WrOnTvHf//7X7777jsUReHPP//k7bffLlP70TIlVxRwcXHh/fffZ9q0aezZs4cNGzawc+dOzp07p886KYm/vz/du3dnwIAB9OnTB0tLuWgn/mHnE0ji6V0AZMSEY+3mRfcWnixYdYqcXB1/nYzl9aHNsDA3q+RIS0+lUrFo4UKaNg0i9uTv+LQfVeo5Yk+sJi8zmUULF8pFQ/HAGno5MumJFvzfgKZsPHyd3/dFciMh/xddXKKGr9ad53+bL9CnTV2Gd/WjcV3p21xa/v7+TJo8mblzPiSolgU/nctg6rT3De5hVtOozMyw9fLH1sufOp1HAKDLyyH9+nnSIsL+TrgIRRN7Ge4qHa7NyiDlwiFSLvzTa83CsZY+0cLBryWOfsFYOJhmcp4QQghR3VhbW+Pv74+/v39lh1KtTJ8+/b7PaTQavv76a95//30yMzOJjIxkzJgx/PnnnxUYoTC2gQMHUrduXRRFIT09nVu3bnHmzBlOnz7N2rVrWbt2LTNnzuTnn3+mY8eOlR2uEKKamzRpEt7e3rz44otkZmaSmZnJN998wzfffIO5uTne3t64urpia2tLUlISt27d4s6dO0Xm8fPz4/fff6dRo0aV8CqqjqysLP22oWXMC9qC/Xvb2OsUt1ZFxS1M9xgpya1btxgwYIC+xVmnTp346quvDN5f/MOUjxFFUXjmmWeIjo5GpVKxbNkySQw3MlM9Pu6uuFGQgDVlypQirRDbtWtHu3btaNu2LS+//DIAixcv5rXXXiv1uYgHSq4ooFKp6N69O927dwfyPzHh4eFcu3aNuLg40tPTyc7OxsLCAltbW2rXrk29evUIDAzE2dnZGCGIasrOJ1C/nREdjluLntjZWNC1mSc7Tt4gJSOHLQcvUNc+q5hZKNK/F8DT0xNPT0+jx1wa/v7+TJ48ibnz5uMe0ANrZ8PjyUyO5WbYWqZOeVcuzAqjcrC14MlHGvJEdz8Oh99m9d4IDp3P74edk6tjw6HrbDh0nRZ+rgzv6kf3YE/M1aaX4FRZpkyZwvx5c5m6OxlzczXvvvtuZYdkUszMLXH0C8bRLxgefQaAvMx00iJPkfZ3K5HUq6Fk37lRaL/c1AQSw3aQGLZD/5h17fr6diIODVvi4NsMtZW0VxJCCCFExfH19eXatWtl3v+xxx5j48aNpd7P1taWt956i2bNmhESEoJOp2P79u0cOHCATp06lTkeUbzy/noPHDjwnlUto6Ki+OCDD/juu++4fv06jz76KPv27aN169ZljkUUr7K+t4Woap566imaN2/OpEmT2LZtm74SRW5uLteuXSv0faLcddMEgLm5OaNHj+azzz4rVdnw6uruSh/Z2dkG7ZOZmanfNrTqR1nWKW6tiopbmO4xUpx9+/bxxBNPEBcXB0DPnj35448/pD16GZnyMTJjxgzWr18PwDvvvEO/fv0MnlcYxlSPj3+3COnevTtz5sy57zwvvfQSa9asYdu2beh0Or777rsiiRglMUpyxb9ZW1vTsmVLWrZsWR7TixqkcHLFBf1237Z12XEy/8LZsnVHWfvps/edQ6fT3fOEwYwZM5g5c6bxgi2jKVOm8P3yH7i2/1saPzbNoAoUiqJwff9SvLy85MKsKDdmZio6BnnQMciD6Nvp/L4vko2Hr5ORlV+Z6FREIqciEqnlZM2Qzr4M6lgfN0cpL1sSW1tbHBydSE1KxN7RSf4YMAJzG3tcmnbCpek/FwJyUuL/aSdyNYy0yDDy0pMK7Zd1+xpZt69x+/Da/AfM1NjVDchPuPi7pYhd3SaYqcvl7ZIQQgghRKXr3bs3Y8aMYfny/PZqa9askeSKasjX15elS5fi6+vL9OnTyczMZNy4cZw8eVKqYAohyl2zZs3YsmULx44dY9myZWzfvp2rV68WSaYoEBQURJ8+fRg/fjy+vr4VG2wVZm9vr982tPT63eMMvehVlnWKW6ui4hame4zci6Io/Oc//2Hq1Klotfntq8ePH8+nn35aqjvdRWGmeoz88ccffPjhhwB07dq12AvnouxM9fj4d5uxt956q8S/ccaNG8e2bdsA2LVrl8ExFJCrBaJKs/NqBGZq0GlJjw7XP94+sDbO9pYkp+dwR+vK/kPHsLEsfOd8SEgIt2/fpnbt2mzZsqXI3JVdtaKAra0tixZ+yeDBg0mKPIqrX/sS90mKPEJS1Am+X7dOLsyKCuFT257XhzXjxf6BbD0azeq9kUTeTAMgISWL/226wLKtF+nZ0pvhXRsQ5OsiJ+mKYWNjQ2Ji0V/8wngsndyp1bI3tVr2BvL/KMu6fY3Uq39Xt4gIJT3qDLqcfzJe0WnJuH6ejOvnidu9EgAzSxvs6z+kbyfi4BeMjYevHN9CCCGEMIrPP/+c9PT0Mu9ft27dB45hxIgR+uSK0NDQB55P3F9lf72nTp3K8uXLuXr1KmFhYRw5coQOHTo80Jzi3ir7ay1EVdS2bVvatm0LQGxsLNevXychIYHU1FScnJxwc3PD39+fWrVqVXKkVZObm5t+++bNmwbtc+PGP1U969evb9A+1tbW2NraotFoSExMJDc316CL2fdbq6LiFqZ7jPxbRkYGY8eO5Y8//gDA2dmZb7/9lmHDhhkUn7g/UzxGzp49y9NPP42iKHh6evLrr79ibi6XtsuDKR4fAI6OjoXGPfzwwyXOdfeYslSbkyNQVGlmFlbY1vFDE3sZTexldNo8zNTmmKvNeLSVN6v3RpKrVUhU3BnQqvA3bsE3o4WFBa1ataqM8A02cOBA+vTty74D3+HkE4zawuq+Y7W52cQc+I6+ISEMGDCgAqMUAmytzBnapQFDOvty4lICq/dGsu9MHDoF8rQK247HsO14DIH1nBnWtQGPtvLGykJ6I4rKp1KpsPHwxcbDF4+OQwDQafPQxFzMr3DxdzuRjJgLoNPq99PlZJJ6+Ripl4/pHzO3d8GhQX5rkoIKF1bOtSv8NQkhhBDC9A0ePLiyQyjUZjIhIaESI6n+KvvrrVar6dOnD4sXLwbg2LFjklxRTir7ay1EVefl5YWXl1dlh2FSAgIC9NtRUVEG7XP3BaOmTZuWaq3Q0FB0Oh3Xr183qCX19evXAXB1dcXDw6PQXAXKO+6azlSPkbvdvn2bPn36EBYWBkD79u1ZtWoV9erVMzg2cX+meIw8/fTT+oRVOzs7nnnmGYPWv3XrFn379tV/vHz58vsedyKfKR4fkH8N2MPDg1u3bgGG3dDq7u6u3y5LQrQkV4gqz84nEE3sZZS8HDJvRmDn3RiAvm19WL03EoBtx2IY8LDpZrGqVCoWLVxI06ZBxJ78HZ/2o+47NvbEavIyU1i0cKHcOS0qjUqlok2AO20C3IlL1LBmfxTrD14jJSMHgPDryXy4IpRFa88xqGN9hnRugIeLVGkQVYuZ2hz7+kHY1w+CHqMB0GZrSL92Nr/CxdVQUiPCyLodVWi/vPQkks7sIunMPyXDrNy8cfAL/rvCRTAOvi0wt5XSlUIIIYSo+nJycvTbd5doFdXT3Sci/92fWAghRNXVuHFj1Go1Wq2WU6dOodVqUauLv6Hp+PHj+u0WLVoYvFbTpk311axOnjxZ4kWvK1eukJycfM917r7YdvLkSYPWL2vcNZ2pHiMFkpKS6NatGxcu5LeHf/HFF1m4cCGWlpYGxyWKZ4rHyJ07dwqNuXLlikHrZ2Vl6ds+AGRmZhYzWoBpHh8FmjVrpk+uiIuLK3G+7Oxs/barq6vBcRcwK3mIEJXLzidQv51xV2uQpvWd8XG3A+DklQRuJZn2D0d/f38mT57EzdA1ZCXH3XNMZnIsN8PWMnnyJIMyuYSoCJ6utrwysClrZ/dm2lMtCfBx0j+XnJ7D8j8vM2zmdqYuPcrJywn37akpRFWgtrLFqXE7fEJeoun4b+jw6WE6fX2eZu/8hO+wSbi17IWFY9ESpdl3bpBwbBMRv3zIqY+Gs/+lxhyd3JXwJRO5sX0ZqRFh6PJy7rGiEEIIIUTlOnPmjH7bx8enEiMRFeH27dv6bbl7TwghTIe1tbW+jHlaWlqhC1r3U9BH3szMjJCQEIPX6tGjh357586dBq8D0L9//0LP+fv7699fhIeHl1hqXlEU9uzZA4CLiwsdO3Y0OO6azlSPkQKjRo3SJ1ZMnz6dJUuWSGKFkZn6MSLKlykfH3dX4ztw4ECJ84WH/3OtuXHjxiWO/zdJrhBVnn2h5IoL+m2VSkWftvlvzBQF/jweU+GxGduUKVPw9PTk2v5vi1yAVhSF6/u/xcvLi3fffbeSIhTi/qwt1TzWoR7L3unGkje60Ku1N2qz/OoqWp3CrrA4Xv3yAKPn7mLN/igys/MqOWIhDGPh4Ipbi0fwHfImzd76kY5fnaHD58dpOvF/+Dz2Cs6BHVFb2xXeSVHQ3LjErX2ruLx8Cien92XfOH9OzAjh0vIp3Ny3iozYyyg6XeW8KCGEEEKIvy1fvly/3atXr0qMRJQ3rVbLli1b9B8b0o9YCCFE1TFo0CD99nfffVfs2MuXL3Pw4EEAunTpUqgEekn69++PmVn+paNffvkFjUZT7Pjvv/8eyD9fP2TIkCLPDxw4EMg/v71s2bJi59qxYwcxMTH6/czNpfh6aZjqMfLbb7+xdetWAMaMGcOsWbMMjkWUjqkdI1FRUSiKYvC/AvXr1y/0uK+vr8Gx12SmdnwUGDFihH576dKlJa6/Zs0a/Xbv3r0NCbkQSa4QVZ5d3Sb67fSY8ELP9WlTV7+99Vi0yd8Rb2try6KFX5IUdYKkyKOFnkuKPEJS1EkWLfwSW1vbSopQiJKpVCqa+7ky+5k2rJ3dm3EhAbg5Wumfj4hLY8Gvpxj4/ja++OMsMfHVtxRtXFwcJ0+eLPKvoPRyTk7OPZ+Pi7t39RpRNahUKqxr1aV2uwE0fHI6we/9Qef/XqLtvN0EvPg5Xj2fxr5Bc1Rqi0L7KXk5pF0NJXb7Mi4smcixSV3Y/1IAYR8NJ+LXOcQf20TWnViT/10mhBBCiMpnaNnbZcuWsX37diD/7tBhw4aVZ1iiHCQnJ+vv8izJxx9/TEREBABt2rShSZMmJewhhBCiKhkzZoz+vPD333/P2bNn7zv2nXfe0W9PmjSpVOt4eHgwePBgIP/3zJw5c+47du3atfqLa8OHD6dBgwZFxrz44ov69tYff/zxfatXaLVapkyZAuSfe3n77bdLFbcw3WPkyy+/BMDc3JwFCxaUKhZROqZ6jIiKYarHR/PmzWnXrh0Ae/fuZeXKlfed79q1ayxevBgAGxsbxo4dW6rYAVCEyUhJSVEAJSUlpbJDqVA6rVbZ81wDZddTHsqhN9oVef6FT/YqHcavVTqMX6tcik7WP+7t7a0Aire3d0WG+8B0Op3Sp29fxdbJQ2n70q9Kh/FrlbYv/arYOtVW+oaEKDqdrrJDFKLUcnK1yp/Howt9vxb8e3jCWuXNrw8pB8/dVLTa6nV8z5gxQwFK/W/GjBmVHbowgrzsTCXl8gkletu3yvmvX1UOv91J2fWUR4n/DrzaXDn9yVglau1nyp3Tu5Wc9KTKfilCCCGEMDHff/+9MmDAAOXQoUP3fD4tLU15//33FTMzM/170MWLF1dwlMIYIiMjFWtra+W9995Tbt68ec8xKSkpyuTJkxWVSqUAipmZmbJv374KjlSUt2XLlum/n1966aXKDkeUQmRkpP5rFxAQUNnhiCpu0qRJ+uPFz89POXfuXKHn8/LylLfffls/pmvXrkXmyMrKUoYOHarY29srI0aMULKzs4uMOX36tKJWqxVAUavVyldffVVkzK5duxRnZ2cFUKysrJTz58/fN+7HH39cH1OrVq2UmJiYQs9rNBrlySef1I8ZO3asoZ8S8S+mdoxkZGTo35MGBwc/wCsXhjK1Y6Q0CmKuX7/+A81Tk5nq8bF37159TFZWVsrKlSuLjDlz5ozSqFEj/bjp06cb8ikpQqUocnukqUhNTcXJyYmUlBQcHR0rO5wKdWJGCGlXQwHo/O1VzO8qv/7Hvkj+s+o0AE8+0pCJQx5CURS8vb2Ji4vD09OTGzdu6LNjTcGVK1do2jSI2sGD8Wk/iujDK4k/vZ7z58/RsGHDyg5PiAdyMTqZ3/ZGsv14DDl5hVsi+LjbMaxrAx5rXw97G4v7zGA64uLiylSFwtPTE09Pz3KISFS23IwU0iNPkxoRSlpEGKlXQ8lJKvkYsanjh4NfSxz9gnFo2BL7+kGoLW0qIGIhhBBCmKLvv/+eZ599FgA/Pz86deqEl5cXWq2WK1eusHPnTlJTU/Xjx48fz8KFCysrXPEAoqKi9HdvqdVq2rRpQ3BwMG5ubmRlZXHx4kX27NlDeno6kH8n8JIlS3jhhRcqM2xRDu7+vn/ppZf45ptvKjkiYai7v48DAgIMrkYjaqbs7Gy6devGkSNHgPyf/SEhIQQGBpKamsrWrVu5du0aAF5eXhw/frzIOaZvv/220O+Bb7/9lueff77IWl988QWvv/66/uOgoCC6d++OtbU1oaGh7Ny5U//c8uXLi737NzExkbZt2+orKFlbWzNgwAD8/PyIj49nw4YNxMfHA9CsWTMOHjyIvb19KT87AkzvGDlz5gzNmzcHoEGDBqW+i3zw4MEEBweXap+aztSOkdIouA5Yv359oqKiHmiumsqUj4/Zs2czY8YM/cfBwcF07doVa2trTp06xV9//UVeXn67+t69e7N582bUarWBn5l/SMMqYRLs6gbqkys0MRdx9G+lf65nK28+XX2GtPgoFn78M2sXJXDy5ElSkpOA/IubLq5utG7Vivbt2zFq1CgeeuihSnkdhvL392fy5El8NHc+9nUCiAtdy3tT35XEClEtBPg4M+2plowf1JQNh67zx75Ibiblly2Ojs/g89/PsmRDOCHtfBjetQENPE03mUySJMS/Wdg54fJQF1we6qJ/LDvppj7RIi0ilNSIMLSa1EL7Zd6MIPNmBLcP/g6ASm2OXd1AHBr+k3Bh590YlVnp3wwKIYQQovop6F8LEBERob+Q8W+urq7Mnz+fcePGVVRowsjs7e3x9PQkLi4OrVbLkSNH9CdC/61Bgwb873//o2fPnhUcpRBCCGOxsrJi48aNPPXUU/z5559otVo2btzIxo0bC41r1aoVv/76q0Hnpe53U+Jrr71GXl4eU6ZMITc3l3PnznHu3LlCY+zt7Vm8eDFjxowpdg1XV1d27NjBiBEjOHHiBFlZWfz2229FxvXq1YsVK1ZIYsUDMLVjJCUlRb8dGRnJrFmzSoznbr6+vpJcUUqmdoyIimXKx8f06dOxtrbm/fffJycnh7CwMMLCworE8sILL7Bw4cIyJVYASOUKE1KTK1fEbP0fV1a8D0Dj5z/Bq8dT+uc2bdrES69P48aVMMytHXH0CsTW3Q9rJy/MzC3Q5eWSlRKLJj6CjFsXyM5IoVPnLkyd8i79+vWrrJdUIo1Gg5+fP7du38TDow4RV6/oex0JUZ3kaXUcOHuL3/ZGcOJSQpHnWzeuxYiufnRuVge1melUoBGirBSdjsxbkX8nW4SRFhFK2rWzKLnZxe5nZmWLg29zHBoG4+jXEge/YKzd65lU5SYhhBBCGIdOp+OPP/5gzZo1hIWFERMTg0ajwcrKCnd3d1q1akXv3r0ZPXo0dnZ2JU8oqrTMzEx+++03Nm3axKlTp4iNjUWj0WBvb0+dOnVo3749AwYMYMiQIWU+gSiqPqlcYbqkcoUoC0VR+P3331m2bBmnT5/m9u3b1K5dm6ZNmzJ69GieeOIJLC0t77lvdnY2o0aN4s8//yQkJIQVK1bcdyzA+fPnWbx4MTt27CAmJgZLS0vq16/PgAEDeOGFF/Dx8TE47pycHFasWMGKFSsIDw8nKSkJT09PgoODefrppxk0aJCcxzASUzlGdu/eTY8ePcr8OpctW8YzzzxT5v1rMlM5RkpDKlcYjykfHxcuXOC///0v27ZtIzo6Gp1OR926denZsyfjxo2jZcuWpZrv3yS5woTU5OSKpHP7OTV3OADevcfRaOyH3LlzhwkTJvLzzz/h6NUUj2b9cPFrj5n6/q0EdNpckiKOcPvsZlJunGfUqKdYuPBLXF1dK+qllMrnn3/Om2+9zaeffFyoNI4Q1VVkXCqr90ay5Wg0mTnaQs/VcbFhaJcGDOxYHye7+/8iFqI60uXlkBF9Ib+dyN9JFxk3LkIJb+MsHFxx+DvRwrFh/v+WjrUqKGohhBBCCCGEEEIIIYQQovqQ5AoTUpOTK3JSEzj4Sn4rD+emnTDrP4PeffqSlJKGT6fnqRXQvVQZrYqikHBxN9EHluLi5MD2P7fRrFmz8gq/zE6ePEnr1q05ceIErVq1KnkHIaqJ9MxcNh25zuq9kcTEZxR6ztLCjF6t6zKiawMCfJwrJ0AhqoC8zHTSo06TGhGWn3ARGUZWfHSJ+1m7++Dg11KfbGHv2xxza7lj9UFt2LCBN16bwGdfLGTAgAGVHY4QQgghhBBCCCGEEEIIIzM4uSI1Nb/3t7W1dbGlO8pi3bp1rFu3DpVKxdKlS406d3E2bdpEZGQk48ePr7A1H0RNTq4AOPBqM3JT4rmWY8vEP5NQrN1oFPIelvZlrzqRk57I5c0fYpadyL59e6tcgoUkV4iaTqdTOHLhNqv3RHIo/FaRm/SbNXBlRLcGdG/hhYW52b0nEaIGyUmJJy0iLD/hIiKU1Kth5KUnFr+Tygy7ugH51S38WuLQsCV2dZtgZn7/SlA1WVxcHHFxcYUey8zMZMSwody6fRuP2rX57fc/sLGxKTTG09PToB6EQgghhBBCCCGEEEIIIaomg5MrzMzMUKlUzJgxg+nTpxc79vTp04SFhQEwduzYEueeNWsWs2bNQqVSodVqSxz/oDIzM5k6dSpffPEFjRs3Nnofu9TUVH788Ud+/fVXrl69yp07d6hTpw7Nmzfn6aefZujQoWXqG1bTkytOzXucqBO7eXZTEnkO9QkYNAtzK/sHnjcvO52L66Zja5bJ+XNnq1SLEEmuEOIf0fHp/LEvio2Hr5GemVfouVqOVgzu5MugTr7UcrKupAgNt2HDBia+9gZffvGZ3OEuypWiKGTFX/870SKUtIhTpEWdQpedWex+ZhbW2Ps+hEODv9uJNGyJjUcD6XsKzJw5k1mzZhV5XK2COd2ceW9PMtp7vLueMWMGM2fOLP8AhRBCCCGEEEIIIYQQQpSLckmuKEiWMDMzIy8vr9ixd4+viOSKdevW8frrrxMVFQVAQECAUZMrDhw4wJNPPkl09P3Lcvfp04eVK1fi5uZWqrlrenLFlRUzePn9BeyNVdFs1FcPVLHi33LSEzn760SGDxnEypUrjDbvg5LkCiGKyszOY+uxGFbvjSAiLq3Qc+ZqFT2CvRje1Y9mDVyq5IVgjUZDQJNAYmJiqFu3LhcvhGNra1vZYYkaRKfNQ3PjUn6Fi6uhpEWEkh4dDrri34OZ2zrh4BeMQ8OWOPoF4+DXEisXjwqKuur4d+WK6OhoRgwfzsgmVjzXwp7vTqXz68VsVv22Gh8fH/04qVwhhBBCCCGEEEIIIYQQps28PCc3MG+jQmzevJkPPviAw4cPl9sax48f59FHHyUrKwuA+vXr07t3b5ycnDh16hQ7duxAURS2bdvGkCFD+Ouvv7CwkJLbhjoUk8lfUVk0fPQ1oyZWAFjau+LT6Xl++ukLnnpqFP369TPq/CW5V4lxgPDw8EL//5tcqBE1kY2VOUM6+zK4U31Cr9zhtz0R7D0dh06BPK3C9hM32H7iBgE+Tozo6sejrb2xslBXdth6c+fOJS4ujoD+73FlyzzmzZvH7NmzKzssUYOYqc2xr9cU+3pN8ew+CgBttob0a+dIjQglLSKMtKuhZN6KLLRfniaFpLN7SDq7R/+YlatXfsKFX8v8ChcNmmNuW70TQO/+3asoCu9NnYqbjRmjguwAGBVkx/bruSz55hs2bd5cJZO8hBBCCCGEEEIIIYQQQpReuSZXVAXTp09n5cqVRERE6B+rXbs2t2/fNuo6GRkZDB06VJ9YMWnSJObMmYO5+T+f4v379zNgwACSk5PZt28fCxYs4L333jNqHNXZ4t//wtEzgFoB3ctl/loB3UkI387cefMrPLliyZIl9ywxXmD06NH3fFxKjIuaTKVS0apRLVo1qsXNRA1r9kex/tA1ktNzALgYncKHK0NZuPYcAzvWZ2hnX+q4Vm6FiCtXrjB//gLqtByCS/3W1AkezPz5Cxg7diz+/v6VGpuo2dRWtjg1botT47b6x3LTk0iLPPV3dYswUq+eJDclvtB+2YmxZCfGknB8s/4xW69Gfydc5LcUsa8XhJmFVYW9loq0fv16tm7bxgddnbA2z0+isDZX8WqwDe9v3cqGDRsYOHBgJUcphBBCCCGEEEIIIYQQwhjKtS2IoW0+yrMtyL/vFhwzZgxvvPGGvsWCsdqC/Oc//2HSpEkAjBw5kp9//vme4/744w+GDRsGgJubG9euXcPOzs6gNWpyW5CzZ8/SrFkzGvV5G7dGncttnYTL+7my7WPOnj1LUFBQua3zb/erXFESqVwhRGHZuVp2nLzB6j0RXIhOKfScmQq6NPNkeNcGtG5cq8LvJlcUhZB+/dh3KJSgkV+itrBCm5vNuV8m0rVjKzZv2iR3uIsqTVEUshNjC7UTSYs4hTYrvdj9VGoL7Os1xaFhS33Cha2nPyqzqlNRpiw0Gg2BTRrjqbvD3G6Ohb5/FUXh3T2p3DRzI/zCJWn9I4QQQgghhBBCCCGEENVAta9cUaBv377MmDGDDh06EBUVZdS5dTodn376KQBqtZqPP/74vmOHDh1Ku3btOHr0KHfu3GHdunWMGjXKqPFURz/99BNWdk64+LUv13Vc/dpjZefETz/9xJw5c8p1rbtJkoQQxmFloeax9vXo186Hc1FJ/LY3kp2hN8jTKugU2HM6jj2n42hQx4HhXRvQt50PtlYV86tw/fr1bNu6lcb9pqD++y5+tYUVdTs9y9bN8+QOd1HlqVQqrN28sXbzxr3tYwAoOh2auCukXQ0lNTK/nUj6tXMo2lz9foo2l7TIU6RFntI/pra2x6FBcxwatsTRLz/pwsrN26QSjObOnUtcbBwfPeZSJG6VSsWEVnY8tzlOWv8IIYQQQgghhBBCCCFENVHtkytmzJjByJEjadKkSbmtcfjwYW7evAlASEgI3t7exY4fO3YsR48eBWDr1q2SXGGAI0eOYufRBDO1RbmuY6a2wK52AEf+/voIIUyTSqXioQauPNTAlYlDglh74Bpr90eSkJoNQOTNNP6z6jRfbzjPY+3rMaxLA3xq2xs9joKqNJmZmbz00v/hUr81Lg3aFRrj0qA9LvVb8eKLL+Pm5oaNjY0kXAmToTIzw867MXbejanT9QkAdLnZpF8/T1pEqL6liCbuCtxVLE2blU5y+EGSww/qH7NwctcnWjj+XeXCwt6lwl+TIa5cucKC+fMZGWiDt8O9307XdTRnZKANC+bPk9Y/QgghhBBCCCGEEEIIUQ1U++SKmTNnlvsamzf/02e8V69eJY7v3r27fnvv3r3lEVK1oigKJ06exCGgb4WsZ+vekOPHt6IoikndQSuEuDc3R2ueDwng6d6N2B0Wx+q9EZyKSAQgPTOPX3dH8OvuCB5uWpvhXf3oEFgbMzPjfO8vWbKEWbNmAaAyU9Ni1PR73uFer8s4Tv80gc6d89sezZgxo0J+fwlRHswsrHBs2BLHhi3x/vttUZ4mjbSoU/kVLiLyK1xkJ8YW2i83JZ47oX9yJ/RP/WPWtX3zEy0atsTRLxj7+g+htqrcFhuKojBh/HhcrVWMCiq+tduoIDu2X89l4oQJbNq8Wd5XCCGEEEIIIYQQQgghhAmr9skVFSEsLEy/3aFDhxLHN23aFDs7OzIyMoiOjiY7OxsrK6tyjNC0paWlkZKchLuTV4WsZ+3sRUxyEunp6Tg4OFTImkKI8meuNuPR1t482tqbi9HJ/L4vkm3HY8jJ1QFw6PxtDp2/jXctO4Z1aUD/DvVwsH2wajkvvfQSLVu2ZPjwEXi0HIK1872rUdg4e+HVaii3Tq1j9W+raNeu3T3HCWGqzG0dcGnaGZemnfWPZSfdIi0ijNSI/OoWaVdDydOkFNov63YUWbejuH1oTf4DZmrsfQJx8AvGwS8/4cK2bgBm6op7S7t+/Xq2btvGB12dsDYvPlnC2lzFq8E2vL91q7T+EUIIIYQQQgghhBBCCBNX6jPRMTEx+pYWxY0pcOzYMZS7ykCXNN4UXbp0Sb/dsGHDEserVCrq1atHeHg4Op2Oq1ev0rRp0/IM0aTl5OQAYGZevi1BChS0HilYVwhR/QT4ODN1VEteHRTEhkPX+H1fJDcTMwG4kZDBl2vO8t9N4fRt68Pwrg1o6OVYpnXq1KnD1998g6WdK16thhU71qv1cJIu7+WbJUvkAqyoEaxcPLBq3YdarfsA+RUhMm9F5idc/N1OJD3qDLrcrH920mlJv3aW9Gtnidu1AgAzSxscfJvnJ1z8XTHD2r1euVSJ0Gg0TJzwKh3q2tCprmGJsZ3qWtHe25oJ41/h0Ucfxda2citvCCGEEEIIIYQQQgghhCibUidXLF26lKVLl5Y4ruCEtiGVHExdZGQkADY2Nri5uRm0j7e3N+Hh4QAkJCTcc0x2djbZ2dn6j1NTUx8w0oqVnZ2NTqd74Hm0Wi0AurzcB57LEDptrn7dzMzMCllTCFE5LM1gWKe6DH7Ym8Ph8aw9eJ0Tl/NbhmTlaFl7IIq1B6IIbujC4I716NTUHbXazOD5N2zYwLatW2ncbwpqi+IvxKotrKjb6Vm2bp7H6tWr6d+//wO9NiFMkcrJE8eWnji2DAHyf/dnxl4iI+oU6ZH5/zJjL4Pyz/sLXU4mKZeOkHLpiP4xc3sX7HybY+/bIv//Bs2xcHR/4Phmz55NXGwcHz3mYnDyhkqlYkJrO57dFMcHH3zA9OnTHzgOIYT4NzMzM6mGKIQQQgghhBBCCFHOSp1cUVIVippGo9GQl5cHgJOTk8H73d1uIiMj455j5s6dy6xZsx4swEqSnZ1NWFgYWVlZJQ8ugaIo2Nk7kJUSW/JgI8hKjsXO3oHz589Lb3QhahALYEQL6NbAgUNXszlxLYec/B/vhF1NIuxqEk42Kjo0tKJdA0vsrIpPssjKymL8hIm4+LbGpYFhbT5cGrTHpX4rXh0/AUdHR6ytrR/wVQlRTVj7Q6A/BA6D3CxIiIT4KxB/Nf9f2u1Cw/PSk0g5u4eUs3v+edDeHdz9wN0favuDWwNUljYGhxATE8Onn3zMyEAbvB1K9xba28GckYE2fPLJxzz00EPUrVu3VPsLIURJrK2tCQ4OlgQLUePExsayYMECNm7cSHR0NNbW1gwaNIgffvihskMTQgghhBBCCFENGXxmuGvXrnKh+R7uTowozUWwu8dqNJp7jpkyZQpvvvmm/uPU1FR8fHzKEGXF0+l0ZGVlYW5ujoXFg7fzCGzShIjbV40QWcky4q/SNDBQynYLUUPVt4H6HvYMaqPj6NVM9l3MID4tv4JOSqbCtrNZ/HU+i1a+NnRtYoeP271/xi1fvpw7d+7QvPfMUt3hXr/LC5z+eQKrVq3ipZdeMtrrEqLasLEBRxfwa6V/SNGkoLt9Bd2tS2hvXUZ36zJkphTeLz0+/19kQYULFbj6YFanEWa1G6Gu0xiVW31U6qLf04qi8NWiRbjZmDEqyK5MYY8KsuPPazl8tWgRn33+ubyvFkIYTW5uLllZWUapGiiEKTlw4AADBw4kMTFR/1hOTg6nT5+uxKiEqLrmzZvHlClTAJgxYwYzZ84sMuarr77ivffeIygoiDVr1lC7du0KjrKoW7duMXjwYC5cuMDcuXN5+eWXKzskIYQQQghRgxmcXLF79+5yDMN03V2ZoTRJBGq1+p7bd7OysjL5O48sLCyM8hqaN2/GmV9Wo9PmYnaPix7GotPmorl1geaPjDD5z70Q4sFYWUHvYBsebeFC+I0sdp9L5Wx0JgqQp4OjEZkcjcjEr7YV3Zs60KqBHebq/Iul169f58cfV+DZaijWzp6lWtfa2RPPlkP48ccVDB48mHr16pXDqxOimrGqDS61IaAjkJ8MoUu9hTbuInk3L+X/f+tyftULPQUl8TraxOtoz/9FLoDaAnXthph7BqCu0xhzzwDMXLzZtWs3hw4f5oOuTlibly0pwtpcxfiWtry/9zCHDh2iR48eD/yyhRCiQEE1RSFqilu3bjFo0CB9YsVDDz1E9+7dUalU3L59u4S9hRD3kpGRweuvv05eXh4HDx7kiy++YM6cOZUdFl988QWHDx8GYOLEiYwdO1ZuiBJCCFGsvXv30q1bN8zMzEhJScHe3l7/3EcffcR7771H27ZtOXr0aCVGKYQwVaVuCyIKs7H5p5x0dna2wftlZmbqt+9uESLurV+/fnz33XckRRzBrVHnclsnMeII2ZpUQkJCym0NIYRpMVOpCKprQ1BdG+JTc9kTnsbBi+locvLvDo24nU3E7WxWH0mkSxMHOgfYM2/efCzsXPFqNaxMa3q1Hk7i5T3Mmzefr75aJHe4C1FKKpUKtVMd1E51sGzSDQBFp0V3J5q8mxfJi7uI9uZFtPGRoNP+s6M2F23cBbRxF/QPZattWLA2jvZeVnSq+2CJl53qWtHe25oF8+bSoUOHQu8jhRCiQHx8PAkJCQaPz8nJITs7Gx8fH/z8/MoxMiGqjs8++4w7d+4AMHz4cH7++WfMzav+Ka7k5GT27dvHgAEDKjsUIaqE8PBwNBoNrVu3vu+Yf7eolpbVQgghSnLy5EkAGjVqVCix4u7nWrVqVWS/ypaens7KlSvZuHEjp06dIiEhATMzMzw8PPD09KR9+/Z069aN3r17SztpISpR1f/Ls4q7+wfz/dp73MvdYyW5omT+/v60bNmKq2c24+rfqVwuNCqKwu0zm2jZqjX+/v5Gn18IYfrcHS0Y3t6VAa2cOXo1g93nUrmRlAtAaqaOTaEprPh9GxcPHqBxvymoLcp2IVZtYYVPp+c4uHkeu3fvljvchTAClZkatbsvandfrJr1AUDJzUYbH5GfbPF3lQtdUkyh/VaejOdOejYfd3d74PcfKpWKCa3teHZTAsuWLeOVV155oPmEENXT6tWrWbJkSan3mzp1apW4w1iIirBp0yb99kcffVTlEyvS0tIYMWIEO3fuxMvLS5IrRJVkZ2fHJ598wvTp0wkKCuL1118vt7W2bt3KG2+8wYULF5gxY0axyRUTJ05k586dXLp0iblz52JnV7Y2fUIIIWqO4hIoqmpyxYYNG3jxxRe5efOm/jE7OztUKhURERFERERw4MABPv30U27cuIGXl1clRitEzVa1//o0AdbW1tja2qLRaEhMTCQ3N9eg9iA3btzQb9evX788Q6w2nn32GSZOnEjCxd24NzH+hcaEi7tJjQ3nuSkLjT63EKJ6sbIw01epuHIzm13nUwmL0pCbk03kvqU412+NS4N2D7SGS4P2uNRvzbz5C+QOdyHKicrCCnOvQMy9AvWP6bLS0N68RN7NS1w7d4Jfzu9gZFM7vB2M87bZ28GckYE2fL/sO/r37y+tf4QQRQwfPpzu3bsXefyVV14hKSkJFxcXFi9erH+8oHJFz549KzBKISpXREQEALa2tjRq1KiSoylZRkYG27Ztq+wwhCjRxIkTmThxYrmvExYWxoULF0oeCHh6enLkyJFyjkgIIUR1UpBA8e/kvaSkJCIjI+/5XGVatWoVo0aNQqvV8vDDD/POO+/QrVs3XF1dAUhISGD//v38/vvvHDp0SBIrhKhkFZ5ckZ6eTlZWFrVq1aropctNQEAAoaGh6HQ6rl+/TsOGDUvc5/r16wC4urri4eFR3iFWC127diUkJIQdu5biVLcFlvauRps7Jz2R6/uXEhLSjy5duhhtXiFE9aZSqWjkaU0jT2uSMvKYMfcLcjOS8B002yh3uNfvMo7TP0+UO9yFqEBm1g6Y+bbGvH4rFv6wDzc7S0YFGffuuFFBdvwZlc3cdyfy2eQXMbN3xcwu/5/K1hmVWvKfhajJ3N3dcXd3L/J4QRK/hYUFgYH/JIVlZ2eTmZmJp6dnhcUoRGUrqAZ6r+8VIYQQQghRc2VmZuoT+P5dnaIg6cLCwoJmzZpVeGz3kpiYyEsvvYRWq+Xxxx/n559/xszMrNCYWrVqMXjwYAYPHkxmZmYlRSqEKGBW8pB/pKam6v+VRm5uLvPnz6dhw4Y4OTnh4eGBjY0NAwYMYNeuXaWaqypq2rSpfrvgh3Nxrly5QnJyMgAtWrQor7CqpcmTJ+Nob8OljbPJy043ypx52elc2vQBjvY2vPvuZKPMKYSoedLuxHJw6y94tR6KtbNxLm5YO3vi2XIwy5Z9r0/KE0JUjMjISA4cPMggf0uszY3bjszaXMUgf2sOnY/iwm+fkPHHDNJ+nEDKN0+R/OljJC96nNRlL5O2agoZm/+DZs+3ZB3/g5zw3eReP4X2znWU7AzpNy2EEEIIIYQQQoga58SJE4wePRpvb2+sra0JCAhg7ty55OXlERYWhlarBaBly5aF9iu4fhcUFISlpeU95758+TKTJk2iWbNmODs7Y2trS4sWLZg7d26JiQ379u3j8ccfx9PTExsbGwICAvjwww/Jyclhw4YNqFQq7O3t0el0+n3++OMP/fXCWbNmFUms+DepbixE5TP4trgVK1bw9NNPA/DII4+wfft2g/a7desW/fr1IywsrNAJ4OzsbDZv3syWLVuYMWMG77//filDrzp69OjBypUrAdi5cycjRowodvzdCSX9+/cv19iqG2dnZ775ejHPPj2WC2veo3H/GQ9UwSInPZFLmz6ArDt8891SnJycjBitEKKmUBSFefPmY2HnilerYUad26v1cBIv72HevPl89dWiB66IIYQwTIMGDejUsSPrzhxjcGNboyZYZOUprLusob2XJfUc1UWeVzJT0GamQEJk8ROZW+ZXu7Bz+afyhZ0LZnYuqKQahhBCCCGEEEIIIaqZ2bNnM3PmTP31RkdHRy5dusTUqVM5cOAAffv2BaBhw4Y4OzsX2vd+7UIK/Oc//+H9998nOzsbAAcHB7Kzszl9+jSnT5/mt99+Y9euXUWuIymKwttvv82nn34K5FckLojr/fffZ+/evTz66KMABAcHF0qguLtNVnWq+C9EdWZw5YqtW7fqf1hNnz7doH1SU1Pp1asXoaGh97yzTlEUdDodM2fO5KeffjI0lCqnf//++h+Gv/zyi7485f18//33QP4P2CFDhpR3eNVOo0aN+PY/M7HIuMGZn14l/sKuUt+5qSgK8Rd2ceaXiVgp6Sz7bqlJ9GkVQlRNkZGRHDx4APegvqgtrIw6t9rCCvegvhw8eIAdhy9wKyWXXK3crS5EeVOpVEx+913uZCr8dC7DqHP/dC6DpGwVk6dOw67P61h3HINli8ew8H8YtWcTzBw9QG1R8kR5OehSbqKNDSf38gGywzaQdeAHNH9+UXw1jE0LpBqGEEIIkxIVFYVKpdL/K3Dt2rVCj6tUKqKioorsHxoayqRJk+jcuTMeHh5YWVnh6OhIUFAQEyZM4MqVKwbFERsby5w5c+jatSu1atXC0tISDw8PgoODee211zh06NA9Y767bc+9Yi44T1TA19dX/1x6en7VTo1Gw7fffkv37t31d2nWrVuXQYMG8dtvv5UY+zPPPKOf85dffgHg0qVLPP7447i4uKBSqQgODr7v/n/99RevvvoqzZs3x93dHUtLS+rUqUOHDh2YNm0aV69eLTGG77//Xh/D22+/rX/81KlTvPzyyzRt2hR7e3ucnZ1p0aIF7777LjExMSXOa4jdu3fr1x4+fLj+8atXr/LOO+/QvHlznJ2dcXBwIDAwkIkTJxIeHl7ivAVzWltb6x/7+eefad26NVZWVqhUKj7//PN77hsTE8P06dNp3bo1bm5uWFtb4+Pjw7Bhw1i1alWp3pedO3eON998k2bNmuHi4oKdnR0BAQG89tprXL582eB5unfvrn9Nhw8fLnF8Tk4OP/74IyNHjsTf3x9HR0fs7Ozw9/fnscceY/ny5WRk5L+Xnjlzpn7uKVOm6OeYNWtWke+Ju939tSu4YFYSYx+vL7/8sv7xnTt38vjjj+Pn54e1tTUeHh7079+fjRs3GhRbXl4ev/zyC8OHD8fX1xdra2scHR1p3LgxQ4cOZfny5eTk5Bg0lxBC1DQLFixgxowZmJubM23aNOLi4khJSSEpKYnXXnuNTZs28dFHHwFFW4JAfsWL+z33/vvvM2nSJHJzc5k0aRLR0dGkpqaSkZHBjz/+iL29PaGhoYwfP77IvjNnzuTTTz/FwsKCDz74gNu3b5OcnExSUhITJ05k+/bt+sSLf699d6LGRx99pE/sEEJUXQbfwnbmzBkAPD096dKli0H7jB8/nrNnz6JSqVAUhccff5xp06bRuHFjbt68ybfffsvcuXPRarVMmjSJYcOGYWVl3ItSFcHDw4PBgwfry/fMmTOHOXPm3HPs2rVrOXjwIADDhw+nQYMGFRlqtRHQtgvf/z979x0eRfU1cPw7u+k9kABSQu/SAlKkBZAqKM3GK0pAxQYoioCKoFjAjkhTOiLyk46A9K70Ih0SSoBQ0utmk92d94+QJWWTbJJNIZzP82Bmd+7cezYmm2TmzDlPevPTkTi2b5tG+Nmt+DbqRZkardDkcDHCZEwh8vJB7vy3gbhb5+jV60nGjv1AKlYIIQqkevXqPP54W46f2UT5Rr1smmBhTNFz+9QmvKo2Z8VpJ1aeuYkCeLpoKetuR1k3O8q62+GTbtvb1Q47rVS4EKKg/Pz8GBIYyML58+hew4lK7gWv/nAj1sAf53QEDnuFGu2eynacqqqo+njUhChM8ZGoCZGYEiIxJUTdey4CU2LqtqrLvWVf3qpheKO4lsmhGoY3iou3VMMQQghR4l25coVXX32V7du3Z9mXnJzM2bNnOXv2LL/++isLFizghRdeyHaun3/+mbFjx2a5oebu3bvcvXuXkydPcvToUfbt22fz13Hx4kX69u2b5WL/zZs3uXnzJuvWraNTp06sXr3a6vMbp06don379sTExOQ4Ljg4mMDAQPbu3Ztl3507d7hz5w4HDx7k66+/5r333uOLL77ItZx1GlVV+fzzz5k4cWKWRIK0O0RnzJjBnDlzGDRokFVz5sXcuXN5++23s1zEOH/+POfPn2f27Nl8+eWXGRJBcvPZZ58xceLEXMdNnz6d8ePHmxMP0ty4cYMbN26watUqfvrpJ9asWZPjXawmk4nx48fz/fffYzAYMuy7ePEiFy9eZN68eVkSeGxhw4YNvP322xYTmoKDgwkODmbjxo14enrSt29fm69vSWF+vaakpDBq1ChmzZqV4fm7d++yYcMGNmzYwFtvvcX06dOzrTh55swZnnnmmSzfy3q9nri4OC5dusTq1atp27YttWrVsvJVCyHEw2Hv3r3m5Lzff/89Q7Kkl5cXP/74IydPnmTXrl1A1iSGuLg4c0Jt5n2rVq3i888/Nyehpq9O7+TkxIsvvsitW7f44IMPWLZsGT/99BPe3t5AahLg5MmTs41r2rRpHDlyxHxdMPPaffv2NbcO+eGHH1i8eDFPPvkknTt3pl27dtSsWTPfnzMhROGw+oxoaGgoiqLw2GOPWTV+9+7d/Pbbb+ZfJkeMGMG0adPM+/38/Pjss8/w8vLi/fff59atW6xbty7XlhrFQa/XM2jQILZs2ULPnj357bffsvRjmjRpEmvXrsVoNDJ16lQqVarEm2++mWHMrl27CAwMBMDR0ZFPP/20yF5DaaM4uOBVriIft73NE7U8+F+kE8c3f4ujiwcu5evh6lsTJ6+KaLT2mIwpJEWHkhAWTMKd8yQnxuJesSGN+k5gwof9cHawuoCLEEJYpCgK48aNpX//AYQeW0mVVrY78Rd6dAUpidFU6/uZ+WeqCkQnGolONBJ8J2s2s6KAV7rkCx93uwyJGN6udmg1knwhhDWGDh3KX+vWMv1oLF919ChQax5VVfn5WAK+vr7m3wmzoygKipM7OLmjLeuX87yGZNTEaEwJUZgSIs0JGebtdB8xpuQcpCEZU8wdiLmDMZfXozh7Zp98ce+jxq0sOLhISyMhhBAF4uXlleGCddr5FE9PT955550sY9Ps37/fnFhhZ2dHmzZtaNCgAWXKlOH27dusW7eOiIgI9Ho9Q4YM4dFHH6VRo0ZZ1p8+fTojR440P37sscdo0aIFXl5e3L17lyNHjnDy5MlsY46Pj+e7777LNuacKkaEhobSrl07wsLCqFSpEl27duWRRx4hKiqK7du3m6sS7Ny5k+7du7Nv3z7s7HI+3ZecnEyfPn2IiYmhS5cuNG/enMjISEJCQjKMO3z4MD179iQiIsL8OWzXrh2NGzfGxcWFmzdvsn37dkJDQ0lJSWHKlClcvnyZP/74w6qf/RMmTOCLL75Aq9XSsWNHGjdujIODA+fPn2fLli0kJSURHx/P4MGDcXV15emnn851TmvNnTuXV199FUVRaN26NS1btsTFxYXg4GD+/vtv4uLiSElJYcyYMTg6OjJixIhc59y8eTMTJ07E3d2d/v37U758ec6fP49Wm7EN3Pjx45kyZYr5cZs2bWjdurX5tf/999/o9Xr279/PE088wcGDB7O9GW3IkCEsWbLE/LhGjRp06dIFHx8f7ty5w5YtW7hx4wYvvviiTRMcpk+fzjvvvGPuGe/i4kKXLl2oXbs2Wq2W4OBgdu7cSVRUlPmYgIAA8/a+ffvM35sdO3bMsC+/CvvrdcSIEcyZMwdvb2969+5N5cqVuXXrFuvXrzevOWPGDJo2bcorr7yS5fhr167RoUMHIiMjAfD19aVHjx5UrlyZxMREzp07x759+3KtiCyEEA+rMWPGYDKZeOmllzIkMKTXt29fc3JF5tYfaRX2tVotTZo0MT9vMpnMiZRvv/12ttcon3zyST744AOMRiOnTp2iQ4cOAIwdOxZVVRkyZEi2cfXu3Tvb5IpGjRrx559/8s4773DlyhUiIiJYvHgxixcvBqBWrVoMHjyYkSNHZmlzIoQoHlYnV6SVIaxWrZpV48eMGWPe9vf3N5e8yWzUqFFMmTKFiIgINmzYUCKTK5YsWcKqVasA+PPPP+nevTvDhg3LMKZRo0Z89913vPPOOxiNRt566y1mzpxJQEAATk5OHD9+nB07dpjH//LLL9SvX79IX0dpo/WthinmNq3LK3T7+AuuhCewadMmTp8+w5mzG4iPu38Xp5u7Bw0bNODRzs+QUq4NF+NSs/73X4jjiUZStUIIUXB+fn4EBg5h3vyF+NbthJPXI7kflAtddCi3jq+h78AX6dSrIRFxBsLjDETEG4iIMxCXZLJ4nKpCVIKRqAQjQWRNvtAo4OWqvZd4YZ+lAoaXixaNJF8IAYCzszNjxo5j9OjR7L/hSLsqTrkflI39N/QcvJnEDz98hbOzs81iVOwcUDzKofEol+M4y9UwMiZfpG0XbjWM+8kXUg1DCCGENby8vJg0aZL5cVpyRebnLXF1deW9995j1KhRlClTJsO+qKgounbtytGjR0lOTmbKlCksXbo0w5jY2FjzXZIajYbffvvNYoWL8+fPs2HDBosx375925xcYU3M6b344otERETw9ddf8+6772ZInFBVldmzZzNixAiMRiMHDx7k22+/Zdy4cTnOuXjxYm7cuMH//ve/DOfhjMb7qZVhYWH069fPfNG4Y8eOzJs3L8vdk0ajkenTp/P+++9jNBr53//+R5s2bbIkkGS2a9cujh8/jr+/P7/99luWc2QhISE899xzHDhwAJPJxPDhw+nYsaNNLipcuHCBjRs3Ur16dZYtW0arVq0y7I+IiCAwMJD169cDqRdNnnzySWrUqJHjvJMnT6ZBgwZs3ryZypUrm59P/3n93//+Z06sqFSpEsuWLctSIfjq1as89dRTnDp1ipMnT/LFF1/w2WefZVlvzpw55sQKR0dHZsyYkeV8ZVoSwcSJE1m+fHlunxqrbNy4kVGjRpmrjbzyyitMnTo1y/eXTqdj3rx55moqAQEB5iSKKVOmmJMrAgIC8vQ9YUlhf71u2bKFK1euMGDAAObOnZvh6zAyMpI+ffqYL5pNnDiRwMDALEk1H3/8sTmxYsCAASxZsiTL3wRxcXH88ssvNv1bQQghSoN//vmHgwcPAvDhhx9mOy59K7bMSQxpLUHq16+f4X128+bNXLlyBa1Wm6FtVU5zp6Sk3rjy77//cujQIRRF4aOPPsr22AoVKgCpVTAaNGiQZf9TTz1F79692bVrFxs3bmTHjh2cPHkSk8lEUFAQEydOZM6cOezfv9/qa7RCiMJj9dnLtD8E3Nzcch27fPlyjhw5Yn78888/Z/mFMk1advrKlSv577//rA2nWGWXzTxq1CgMBgPjx48nJSWFM2fOcObMmQxj3NzcmDlzJoMHDy6KUEs1rU91UoJS+z8aw65Qq/bj5jsJVFWla9euhIeH4+Pjw9atW83/30KjkvlsZSgAO87E0qmhh9zBLYSwiaFDh7Ju/V9c2zuXOr0/LvAd7iF751GunC8fvPOaxZMr+hRTaqLFvWSLiHSJFxHxBuKzSb4wqRAZbyQy3sil25aTL8q4Zax2kb4ChqezJF+Ih0unTp1o+/jjzDh+mBaPOOJkl/ev/ySDyozjibRr29Ymd+blR56qYRhT7iVcZEq+iC/8ahiplTAsJF+k+6g4uko1DCGEELmqU6cOx44do06dOhb3e3t7M3PmTPPF9Y0bN6KqaoafMfv37ze3bujSpUu2rUPq1atHvXr1bPwKUu/GnzVrFq+//nqWfYqi8MYbb5CcnGy+OPz9998zevToLBVX09u+fTuTJk3KcoNT+nN3EyZM4ObNmwB06NCBzZs3W6yeoNVqeeedd3Bzc+PVV18FUqu7Dhs2DHd392xjOHr0KHXq1GHnzp14eHhk2e/n58fmzZtp1KgRISEh3LlzhwULFvDuu+9mO6e1Tp8+jY+PD3v27MmQBJGmbNmyrFy5krZt23L48GF0Oh3Tpk3LUJE3M71ez+HDhzl9+nSWOdM+r4mJibz11lsAeHh4sGPHDotfm9WqVWP9+vXUq1ePpKQkZs6cyYcffoiT0/0k3/j4eMaOHWt+vHjxYp599tksc9nb2zNhwgQ0Gg0ff/xxLp+Z3CUmJhIYGGhOrPj444/NpdAzc3Z2ttiXvjAU9tfrlStXaNeuHcuXL89yjrtMmTL8/vvv1KlTh+TkZEJDQ9m/f7/5juY0W7ZsMW//9NNPFv/Gd3d357333rP+hQshxEPir7/+AlJvcq5bt26248LCwoDU3yPKli2bYd+xY8eArEkXf//9NwCtWrXKkECRWfpWar6+vhniaty4cY7tnNKObdSoUbYVxjQaDZ07d6Zz584AREdHs2nTJqZOncrJkycJDQ1l1KhRrF27Ntt1hBBFw+rkCg8PD6KioswZttkxmUzmbGNFUejTp0+WDPDMqlevDpCl/GBJMXjwYDZt2mRuC/Liiy9mO/a9996jZ8+ezJw5k23btnHjxg0cHByoWrUqffr04dVXX6VKlSpFGH3ppfWtZt42hl+F2o+bHyuKYu6ZqNFoMpwYqejtQKMqzpy6riMy3sixKwk8VjP3pCEhhMiNs7MzYz8Yw+jRo4m6cogyNXL++ZeTqCsHibp2lB9++CHbu1Yc7TVU9HagorflE6dJyTknXyTos0++CL9XJcMSreZe8oWFxIuybnZ4uGjRyEVPUYooisLYceMY0L8/v59JYGiTvP/e8PuZBCKTVMaOG/dAJAUoWvu8V8NIiESNL3g1DFUXgyn8as4Dc6qG4VoGjZtUwxClj16vx05J/SiEsE7Lli2tGlO+fHnu3LlDdHQ0169fx8/vfhJidHS0edvFxaUwwsxRu3btLCZWpDdixAimT59OcHAwYWFhbNmyhd69e2c73t3dPUPF2czCw8NZtGgRkNpaYeHChdm2pUjzyiuvsGDBAv755x9iYmJYunRprnHPnDnTYmJFGg8PDyZPnszLL78MwNKlS22SXAGplRMsJVaksbe359tvv6Vjx45Aag/1nJIrILXKSO3atbPdv2jRIsLDwwH46KOPsk36AahatSoDBgxg6dKlREREsH//frp06WLe/9tvv5kv1PTo0cNiYkV6Y8eOZe7cuVy9ejXHcbmZN28ed+/eBaBt27YlouVxUX29Tps2LdubB6tWrcoTTzzBxo0bAThy5EiW5Irifi8RQogH2fHjx4Hcf7dLq26RuSUI3E+uyLwvrbVb48aNc5w77eZwJycnc0Jt2pwtWrTI8dhTp05lG1d2vLy8eOGFF+jVqxc1atQgMjKSPXv2WH28EKLwWH2msXr16kRFRXHt2rUcxy1evJgLFy4AqSeis8teTi/tF964uDhrwymQatWqmTOsreHo6MjKlSutHt+gQQN+/vnn/IQm8kDrU928bQzLpRx1Jk808uDUdR0AW/+LpUUNuftRCGEbnTp14vHH23J8/zw8qzRFa5/zSR1LjCl6ru+fT9u27Qp0h7uTg4ZKZRyoVMZy8oUu2WROtEjfbiQy3kB4XAq6ZMs/K40mCIs1EBZrOfnCTktq4kVa8kWmChgezlp5zxUPHD8/P4YEBrJw/jy613Cikrv1F+xvxBr445yOwGGvlLokW9tWw4i616qkkKthpE++kGoY4gGh0+mIj4vFpGiJj4tFp9NJyXAhbKhatWrcuXMHSC3xnz65In1bgZ07d3Lx4sUcL4rb2muvvZbrGI1Gw3PPPceXX34JpF5YyCm5onv37jle3N2+fTtJSUlAan/xtJuicjNs2DBza4SdO3fmeLG6Ro0aGZIFsjNw4ECGDRuGwWDg5MmTJCUlZajgkB/Ozs453jiVpkOHDlSqVImbN28SHh5OcHBwljYT6fXv3z/H+datWwek/v40dOjQXNdv1aqVuU3NkSNHMny+0u6UBRg+fHiuc9nZ2fHUU0/x008/5To2J3/88Yd5+6OPPjLf2FSciuLrtV69elnudM6sZcuW5uSK69evZ9lfs2ZNzp07B6S2dElfeUQIIUTO0n5Py9yCKj2dTmf++Zj5PTsxMdF83TLzvrQbynNK+IT7P8c7duxorhB2+/btXOMyGAxs2rTJ4trW8PT05NFHH2XPnj0kJiZmqbImhCh6Vp8VbtGiBUePHmXv3r0kJCTg6uqaZUxcXJy5r5CiKAwaNIhGjRrlOnda1nZ22b9CWKLxrgRaezCmpFauyIM6jzjh5+NASHgyIRHJXLiVRL2KcnJSCFFwiqIwbtxY+vcfQOixlVRpNSjPc4QeXYEhMZpx48YW6i/Lzg4aKpd1oHJZy8kXiXrj/cSLuIwVMMLjDehTLCdfGIxwJ8bAnRjLyRf2WiXbxAsfdzvcnDTyR4IokYYOHcpf69Yy/WgsX3X0sOrrVFVVfj6WgK+vL4GBgUUQZclV8GoY95MvCrUahovl5AuphiGK0y+//IJJVVAxYULh119/ZeTIkcUdlhAPnIiICM6fP09QUBCXLl0iKCiIoKAgTp8+bR6TdpE2zWOPPUbTpk05ceIEsbGxtG/f3lxNIbe7422hTZs2Vo1Lf7I+KCgox7HNmjXLcf+///5r3k4rTW2Ntm3bmrfT7uTMjrWvy8XFhXr16nH69GkMBgPXrl3LsRy4Nfz9/a3+f9esWTNzu4mgoKAckyty+7ymXch3c3Oz6qas9O2T0y7epEm7MxfIUiEhOwXt0a7T6Th8+DCQmqDyxBNPFGg+WymKr9fc7mYGMlRCsXQD4auvvsro0aMBGD9+PEFBQXzyySelLvlaCCEKU9rPZEt+/vlnoqKigKxJDCdOnMBoNKLRaGjatGmGfW5uqdVJQ0NDs5378uXL/P7770Bq9aM0aUmGmX9Op7do0SJu3bplMS5rmEwmLl++DED9+vXlnKkQJYDVZwX79+/PnDlziI+P5/PPP+err77KMubVV181v0k4OTmZM+Zzc/HiRQDKly9vbThCoGjt0JapgjHsMqbIG6iGZBS77HuKZjhWUejayIN5O1MTe7b+FyvJFUIIm/Hz8yMwcAjz5i/Et24nnLyy79eXmS46lFvH1/DKsMBiP8ni4qjFxVFLlbJZTzyqqkqi3mQ5+eLeR73BcvJFilHldkwKt2Ms35nuYGc5+cLn3raroyRfiOLh7OzMB+PG8+6777L/hiPtquR+1+T+G3oO3kzixx+nyF3mVsp/NYx0yRdFVg0jtSJGxmoY95+TahjCFkJCQli0cCEoGuo++REXN3zJwoUL6Nu3b4a764UQlt24cYNp06axatUq84npvFAUheXLl/PEE09w/fp17t69y/Dhw/nwww8ZMmQII0aMoGrVqoUQeaq0nt55GZd2YSE7FSpUyHF/+osLObW5yCz95yHtRqrsWPu6Mo/N7bXldT5brp3T5zU+Pp7Y2NSk0Li4uDy300g7FlITgNI+vz4+PjneLZuevb19ntbM7MaNG6SkpP4+Vb9+/QLPZytF8fXq5eWV63zpq8EYDFlvNBg1ahRHjhzh999/R1VV5s6dy4IFC+jRowcjR46kW7duVscuhBAPmzp16nD8+HG2bt1KfHy8OSEizZEjR5g0aZL5ceYkhrQkujp16mQ5tnnz5vz777/s3LnTYoWsuLg4XnjhBXQ6Ha1bt2bAgAEZ4jp27Bjbt2+3WF3w7Nmz5lZs9vb2GW5GP336NJ6enrme//3iiy+4ceMGYF1FMyFE4bM6uaJLly7Ur1+f8+fP8/XXX2MymRgxYgTly5fn3LlzfPLJJ6xfvx6415d67NgcexemSUlJ4cCBAyiKQq1atfL/SsRDSetbHWPYZVBNGCOuY1c++zsIMvOv7srqw1FExhs5c0PHzcjkbEvnCyFEXg0dOpR16//i2t651On9sdV3uIfsnUe5ciX/DndFUXB10uLqpMXPx3LyRYLelCXxIn37kRSj5eSLZIPKregUbkVbvhDqaK+Yq1xYSsJwcZDkC1F4AgICaPv448w4fpgWjzjiZJf911qSQeXnY4m0a9vW3K9b2FbeqmEkmBMtLFfDSN0u/GoY6RIyXL3RuJVBcfFC0ZaMCxSiZFFVlUkTJ2ICKjUfgHfV5lT070/o0RV8OmkSc+fNK+4QhSjR/vjjD4YOHYpOp8vwvI+PD7Vq1TL/W7p0KZcuXcp2njp16nDixAkmTJjA3LlzSU5OJiIigu+++44ff/yRZ555hilTphRKkoW1VV6Nxvupgbm1asipJQhAdHS0eTu3EtnpOTk5odVqMRqNxMfH5zg2L9Vr8/LarFEYazs6Oua4PyYmxuo1c4sjfZKHp6dngebNi4iICPO2t7d3ka2bm6L4erXm78vcxmg0GpYuXUq3bt345JNPCAkJwWg0smHDBjZs2EDDhg358ssveeqpp6x+DUII8bAYMGAAy5cvJywsjGeffZZZs2ZRtWpVEhISWLp0KR988AGJiYkAVKxYMUvC49GjRwHLlSNeeeUVZs6cyc2bN/m///s/pk2bRuXKlTEYDGzevJkxY8Zw7tw5qlatyooVKzK83w8cOJA//viD0NBQBg0axPTp06lcuTI6nY4//viDMWPGmH/GNGzY0NxOBGD+/PnMnDmTgQMH8txzz9G2bVtzwmR0dDQHDx7k+++/Z8uWLUBq66ucWlgJIYqO1ckVGo2G6dOn0717d0wmE99++y3ffvutxbFt2rQxtwfJzaZNm9DpdCiKkqUcjxC50fpUM28bw6/kKblCq1Ho8qgnfx5I7am1/XQsL3XwsXWIQoiHlLOzM+PGfsC7775L1JVDlKnRKtdjoq4cJOraUX788ccH/g53RVFwc9Li5qSlmq/l5Is4nSlDtYvwuJQMjw3Z3DquT1EJjUohNMpy8oWTvZKaeGFOuLBPrXxxL/nC2aH4+wKLB5eiKIwdN44B/fvz+5kEhjZxy3bs72cSiNKrjB03ThJ+illqNQw3cHLLdzUMNSEKU3xk0VbDSEu+kGoYD62dO3dy7PgJnNzKUNE/9Q6pis0HEnF+B0ePHWfXrl08/vjjxRylECXTP//8w+DBgzEYDCiKQt++fQkMDKRVq1aUK5cxKW/nzp05JldAai/tGTNmMGHCBH799Vd+/fVXrl+/jtFo5I8//mDTpk2sWbOGgICAQnxV2Ut/gdmau+xzkv5vkYSEBKuP0+v15iSAgsaQni1fW3GtnT6hpWrVqly9ejXfc6VP4khOTrb6OEvVFPIifVJK5oSl4lTSvl5z8/LLL/N///d/rF69mlmzZrFz504Azpw5w9NPP82oUaP48ccfiyweIYR4EAwcOJBevXqxceNGNm3aRLVq1fDw8CA+Ph6TyYSfnx8BAQGsXbvWYgJFWuUKS/uaNGnCN998w3vvvceqVatYtWoV7u7u6HQ688/Oli1bsmzZMipVqpTh2P79+9OnTx/Wr1/PmjVrWLNmTYa4nnjiCapUqcKCBQuytEQ7ceIEer2epUuXsnTpUuB+i5L0SX92dnaMHDmSKVOm2CTJVAhRcHlqFty5c2d+/fVXXn/99Wx/eW/RogVr1661Ogt8xowZ5m1rewQKkUbrW928bQy7mufj29ZxY8OxaBKTTRwMiufpFl54ukgPbSGEbQQEBPD44205vn8enlWaorXPvq+vMUXP9X3zaNu23UNxh7uiKHi4aPFw0VK9XNbPi0lVidMZ0yVeZKyAERlvwGCyPHdSisqNyBRuRFq+6OniqElNusjUbiQtGcNJki9ELvz8/BgSGMjC+fPoXsOJSu52/HNDz/RjiYzwd+Hxyo7ciDXwxzkdgcNeKfYWPyJv8l0Nw0LyRaFXw7CQfCHVMEoPnU7H5E8/BVT8Orxm/j1Ca++IX4dXubhxCp9NmsSadeuKN1AhSqhJkyaZT4jPnj07xzLKer3e6nkrVKjAhAkT+PDDD1m+fDnjx48nJCSEmJgY+vfvz8WLF/Hxsd2NG3q9Pkv5akvOnj1r3i5oBY30rTDy0krl+vXr5u1HHsm5NaK1n3Oj0WhuJ6zVarNc1MiPvPz/ttXn1dPT01wlISwsDJPJlO8LJOmrRty9exeDwYCdXe7nsnJrfZGb9F8XBUkOsbWi+Hq1NTs7O5555hmeeeYZzpw5w7hx4/jrr78AmDZtGo0aNWLYsGFFGpMQQpRkiqKwatUqpkyZwpIlSwgJCUFRFPz9/enduzfvvPMOvXr1ArImUOj1evPPc0vJFQCjR4+madOmfP/99xw4cIC4uDjKly9P48aNeeGFFxg0aJDFa56KorBixQqmTp3K4sWLuXbtGg4ODnTt2pUhQ4bw7LPPUqNGDSD1+mp669evZ9OmTWzfvp1jx45x5coVoqOjURSFcuXKUb9+fTp27MjLL79snkMIUTLk+SrykCFDaNy4MZ9//jmbNm0y/0FSrVo1Xn31VUaPHo2jY/YXj9JbtWoVW7duBVL/MOjatWtewxEPOa1vNfO2MfxKno93ctDQvr47m0/GYDTBjjNx9Hus5JQ2FEI82BRFYdy4sfTvP4DQYyup0mpQtmNDj67AoIth3LixckcyoFEUPF3s8HSxo0b5rPtNqkpMojFDwoV5+95jk+WuIyTqTSTqk7keYTlR1NVRY0608MnUcqSsmx2O9pJ8IVJb//y1bi3Tj8Yysa07Px5JICzRwI9HEmhW3p7pxxLw9S35LX5E/uW5GkZidJbkiwwJGYmRmOJtXQ3D437ChVTDeOD88ssvRMfG4+3XDO/qLTPs867eCi+/pkRf/4958+YxdOjQYopSiJIpOTmZ3bt3A+Du7p7rRcr8XCjWarUMGjSIzp07065dO4KDg4mKimL58uW89dZb+QnboqCgIMqWLZvruLS73yH17sqCaNGiBfPutR3auXOn1SWo//nnH/N2blV1goKCrJrz33//JSkpCUgtp+3q6mrVcbZY+/r16wQHBwOpyRF16tTJ95oajYZHH32UkydPkpiYyOnTp2ncuHG+5nJwcKBq1apcu3YNvV7PiRMnaNGiRa7HHTx4MF/rpalatSply5YlIiKC0NBQLly4QN26dQs0py0UxddrYWrYsCHr16/n7bffNt+EOHv2bEmuEEKITBwdHZk4cSITJ060uH///v3ZHpeSksvf2aQmP2ROgLCGg4MDEyZMYMKECVn2bdq0iWvXruHt7U3v3r0z7HN1dWXgwIEMHDgwz2sKIYpXvm7R9/f3Z9WqVQCEhYXh6OiYp552aZo2bcrx48eB1D9SnJyc8hOOeIgpbj4ojm6o+vh8Va4A6NTAnW2nUpMr9p6Lo2cTT7lrWQhhE2FhYSQkJNCnT2/WrluFb91OOHllvSNGFx3KreOr6fv0U8THxxMWFpbh7huRlUZR8Ha1w9vVjloW9ptMKtGJxqyJF3GpVTCiErJPvkjQm0jQJxMSbjn5wt1JQ5l0bUbSV8Ao42aHg538DHkYODs788G48bz77rtMPaASoTNRt/fHXNrwJV8fiOXQTT0//jjlgW/xI2xD0dqjuPuicc/5vd321TBiUXWxUg3jARQSEsKihQtB0VC1w2tZkl8URaFqh9f47/cR/PbbErp161bgi6lClCbh4eHmiqtlypTJsbrqwYMHuX37dr7XqlChAm+99RajR48GsNheJH2FAmtO7qe3fPlyWrXKucVgUFCQObnCxcWFTp065WmNzLp164aiKKiqypo1a7hx4waVK1fO9bj58+ebt5988skcx+7atYs7d+5QvryFTOp0fvnlF/N25osS+XX+/HlOnjxJkyZNchz366+/oqqpfzQ8+eSTBU5E7NChAydPngRgwYIF/PDDD/meq23btly7dg2ARYsW5ZpcceXKlQwJOPmhKApdu3bljz/+AOCnn37KUJE4LwryPZFZUXy9FoXJkyebP5+5tSkSQghR8l29epWXX34ZgPfee0+ufwpRihS4/0FBLv5IKRtRUIqioPWthuHGadT4cExJcWic3PM0h5erHS1ruvHvpXgSk03svxhPl0fzniwkhBCZrVixgjlz5qQ+UDRc2T2Hek9NzHBSTlVVru7+BZPJZO7rN3z4cN54441iirp00GgUyrilJjvUrpB1v9GkEp1gJDwu5X4CRrqPUQlG1GySL+KSTMQlJXMtzHLyhYezhrLu9hmqXaRVwCjjqsVeki9KjYCAAPybNWP3iRNUavEM3lWb84h/f3YdXUFzf/+HosWPsC2bVcO4l5RRpNUwXL1R3MpINQwbUFWVSRMnYgIqNR9gMTETwNmrIhX9+3Pz6Aq++fpr+vXrV7SBClGCubi4mLevX79OVFRUhlYKaQwGA++//36OcyUkJORaLSE29n7Cm5eXV5b97u73z1PcvXuXpKQkq0+wz5o1i8GDB9OsWTOL+41GI2+88QYmU2rPvOeff95iDHlRo0YNnnrqKdauXUtycjKBgYFs3LgRe/vsE+yWLFlirhZSt27dXBMhkpKSGDVqlPlCvSW7du3it99+A1Irhbz66qv5eDWWvfXWW+zcuTPb13Tu3Dm+++4782NrqyHk5JVXXmH69OkAzJw5k0GDBvHYY4/leExkZCS3b9+mQYMGGZ5/8cUX+f333wGYM2cOw4YNo2nTphbnMBqNvPbaaxiNuf2Uz93o0aPN/89mz57NU089Rffu3fM8T/rvibQkkfwqiq/XgjIajRgMhhyrPef2PiKEEKLkGTJkCN26daNr167ma6Xh4eGsXLmSiRMnEhYWRuvWrRkzZkwxRyqEsKUCJ1cIUdy0PtUx3DgNgDH8KprKjfI8R9fGHvx7KR6A7adjCGjgjlYjJ4OFEAUzcOBAAgICADhy5AjfffcdUVcOUabG/TvPoq4cJOb6Cd577z3z3Ua27NEsLNNqlNTEB3fLvwoZTSpRCalVLiy1HolOMJJN7gWxOhOxOj1X7lru5ezporWYeFH2XjKInVZ+/pRkYWFh5n7VqqqSqEvCwaUMFf0HAFCx+UDCzm0nUZfEuXPnzBeXfXx8pCKNsKkCVcNIS77IUA0jClUXk+u6VlfD0Nrn2IrEnJDh6i3VMDLZuXMnx46fwMnt/ntLdio2H0jE+R2c/O8Uf/31F88++2wRRSlEyebl5UXNmjUJDg7GZDLx6quvsmTJkgwVpSIjIxk6dCj79u3D3d2duLg4i3PNnTuXgwcP8tFHH9GwYcMs+69cucKvv/5qfmyp5a2zszN+fn6EhIRgMBhYuHBhhov1RqMx2+oaSUlJdO/enWXLltGlS5cM+yIjI3n11VfZtm0bkFoVdvLkyTl8Zqz3zTffsGPHDuLi4ti2bRs9e/bk119/pXr16hnGGY1GZs+ezbvvvgukJkHMmTPHqgS75cuX4+TkxE8//ZSlIu7atWt56aWXzJUjRo8eTbVq1Wzy2iC1dPhTTz3FwoULs1TP2LdvH88//zyJiYkAPPPMM7Rv377AazZu3JjnnnuO5cuXk5ycTNeuXfn111955plnsoxNSkpi4cKFfPbZZ3z55ZdZkiu6d+/OY489xuHDh0lJSaFHjx4sX748S3JvWFiY+Wukfv36nDt3rkCv4bHHHmPo0KHMnz8fk8nE008/zXfffcfw4cOxs8v4t1V4eDhTp06lY8eOWZIX6tWrZ97euHEjoaGhVKxYEcj5+yE7RfH1WhBxcXG0atWKL7/8kr59+2Z5fQaDIUOZe2mdLYQQJV9CQgJLlixh0aJFQOrve46OjkRHR5vH9OjRg6VLl+Lg4FBMUQohCoMkV4gHnta3mnnbGHYV+3wkV1T0dqBhZWfO3NARGW/k+JVEWtQseB9PIcTDzdfX13wxtV69evz77wGO75+HZ5WmaO0dMaboub5vHm3btuPFF1+UO3xLEK1GwcfdHh93yxf8DEaVyPiM1S7SJ2LEJGZ/V1hMopGYRCOXLSRfKICXa7rki3RtR9KSLyT5r3hlqEhzT51e49Hap96FprV3pFrH1zi3cQqDBg0yj5GKNKK45KsaRqbki3xVwzCmYIq9A7FSDSMvdDodkz/9FFDx6/Ca+b0lO1p7R/w6vMrFjVN468036N27d4Y79h90165dY+nSpdy8eZNatWoxZMgQc/UBVVX55ZdfmD17NpcuXcLDw4NOnTrx8ccfU79+/WKOXJQEo0aNYuTIkQCsXLmSgwcP0q1bN8qVK8fVq1fZuHEjsbGxvP7665w7d858F3tmqqqybNkyli1bRqNGjWjZsiXlypUjMTGR4OBgNm/ebG5r8Oyzz9K2bVuL8/Tt25effvoJgDfffJO///6bOnXqcP78eQYOHMhLL71k8bgxY8bwzTff8MQTT9CyZUvatGmDk5MTwcHB/P3338THp94oYmdnx4IFC8wXqAuqdu3aLFmyhOeeew69Xs/27dupU6cOHTp0oFGjRri4uBAaGsr27du5ceMGkNrq4aeffrKqetczzzzD4cOHWbRoEevWraNnz55UrVqVmJgY9u3bx3///Wce265dOz799FObvC5IrT4WHx/P33//Tc2aNenevTt16tQhMTGRw4cPc+DAAXNSR7169fLd+sKSWbNmceLECS5cuEBMTAzPPvssNWvWpGPHjlSoUIH4+HiCg4PZvXu3+f+tJRqNhkWLFtGmTRtiYmK4c+cOAQEBtGnThpYtW+Lk5ERQUBCbN28mPj6e7t278+STT5q/Jwri559/5tKlS+zduxe9Xs/bb7/N559/TpcuXahSpQrJycmcOXOG3bt3k5SUZPF7om3btvj6+hIWFkZUVBRNmzalb9++uLm5sWnTpjwngRT216stXLx4kYEDB+Lr60uHDh2oVq0adnZ23L59my1btnDr1i0gNSn7k08+KZKYhBBC5J+qqnz55Zds3ryZ4OBgwsLCSEpKolq1arRu3ZrBgwfTs2fPUv83rBAPI0muEA88rU8187Yx7Eq+5+na2IMzN3QAbDkVQ/MaLvKDTwhhM4qiMG7cWPr3H0DosZVUaTWI0KMrMOhiGDdurLzfPGDstArlPO0p52k5+SLFYCIywWgx8SIizkCszvKlRhWISjASlWAk6I6F5AsFvF0zVr64XwHDHi9XrSRfFLK0ijR6vZ7R772P6uaHd/WWGcZ4V2+FV9VmaOKv8/133+Lo6CgVacQDwXbVMKLMzxdmNQzlXkWM1OdSEzMe9GoYv/zyC9Gx8Xj7Ncvy3pId7+qt8PZrRsT1k0yePJmvvvqqkKMsGuvXr+eFF15Ap9OZn/vqq6/YtWsXDRo04PXXX2fu3LnmC6CJiYn88ccfrF69mg0bNtCpU6fiCl2UEG+//TZHjx41301448YN5s+fn2HMoEGD+PHHH3Nsa5D+bvxTp05x6tSpLGMURcnQ8sGSjz/+mDVr1hASEoKqqqxdu9a8r3///tkeN3r0aLRaLVOnTuXQoUMcOnQoy5hy5coxd+5c+vTpk+08+fH000+zbds2hgwZQnBwMAaDgR07drBjx44sYytVqsTMmTN56qmnrJq7TJky/PXXX/Tt25egoCBzi4vMBg4cyIIFCzJUHSkoR0dHfvvtN/r27cuRI0dYtWqVxXGdOnXi999/t2n1MW9vb3NljO3btwMQHBxMcHCwxfEBAQHmaoiZ1a9fn+3bt9OvXz+uX78OwL///su///6bYVz//v1ZtGgRCxcutMlrcHZ2ZuvWrYwYMYJ58+ZhMpm4ffs2S5cuzTJWq9VabHHh4ODATz/9xKBBg1BVlbCwsAwVYPKjML9eC0qj0aAoivm1rly50uK4Bg0a8Oeff1KlSpUiiUsIIUT+ubm5MXbsWMaOHVvcoQghipjVyRV79uwpzDjMOnToUCTriNJDkz65IrcTsjmo+4gTVco6cD0imZDwZC7eSqJuRdv98S6EEH5+fgQGDmHe/IW4VajLreNreGVYoJw4KYXs7TSU99RQPpvki2SDKbXyRdy9xIv4jMkXcUkmi8epKkTGG4mMN3LpdtbkC40C3q6pCRc+6ZMv7m17uWjRSPJFgaRVpJkxYwbR0TE07vlqluQoRVGo2v5VTi0bxT///MObb75ZTNEKUTgKXg0j6n4SRqFWw0hLuMiUfJEuIUNxdCsxCY4hISEsWrgQFA1VO7xmdVyKolC1w2tE//4233z9NcOGDaNWrVqFG2whu3XrFv/3f/9nLsnv7e1NVFQU4eHhvPjii/zwww/8+uuvuLu7079/fypWrMjly5dZu3YtSUlJvPjii1y4cAE3N7difiWiOCmKwsKFC3n66aeZO3cuhw8fJjo6Gl9fX5o0acJrr71G3759c53nzTffxM/Pj5UrV3Lo0CGuX79OUlIS7u7u1KxZk/bt2zNkyBCaNGmS4zy+vr4cOHCATz/9lI0bN3L79m08PDxo2rQpzZo1y/HYr776il69ejF9+nQOHDjAnTt38PLyok6dOjz99NO88sorFi9g20K7du04f/48y5YtY+3atRw9epS7d++iqiq+vr40bdqU3r17M3jwYJycnPI0d8OGDTl69CgzZ85k+fLlXL58GaPRSIUKFejQoQMvvfRStokFBVWpUiX27dvHvHnzWLJkCRcvXiQxMZEKFSrQsmVLBg0axNNPP10oa/v4+LBt2zb+/vtvli1bxv79+7l9+zYpKSl4enpSs2ZNWrVqxXPPPUebNm1ynKt58+acP3+eWbNmsWrVKi5cuEB8fDwVK1akWbNmDBs2jF69etn8NTg6OvLLL78wcuRIFi5cyLZt27h+/TqxsbG4u7tTp04dOnfuTGBgILVr17Y4x/PPP0/ZsmX5+uuvOXz4MDqdjgoVKtCtW7d8x1WYX68F4eHhwblz51i0aBG7du0yVy5xcHDgkUcewd/fn4EDBzJw4MA8t0QRQgghhBBFS1HTbvPIRVqGbaEGoygYDIZCXeNBFhsbi6enJzExMVl6UZY0Op2OQ4cOmftMFbbo2S+ixoWhOLriOWIliqLQrVs37t69S7ly5diyZYtV8xwKimf+rtQ+6o2qOPNW9/K5HCGEEHmj0+no268/d+7coUKFCqxetdKmd2GJ0kGfYkpNtEhLushUASNBbzn5IjcaBcq4WU68KOtuh6eLFk0JuchYkoWEhNC//wDKN+tHlVaDsh13/cBS7p5cy8qVK/Dzy/kCtBAPu4zVMDIlX+SjGobVzNUwvO9/LIZqGKqqMmzoUI6dOEGlFs/k+N6SnesHlhJ6dAXt2rZl9549JSZpJD8+/vhjvvzyS2rVqsVff/1FnTp1OHv2LL169eL69ev4+/tz584d9u3bl+H99ezZswQEBBAREcH06dMluS2fhgwZYq72YImVp5FEAVSrVo1r164BqclGFSpUKOaIbGPhwoUEBgYCqS3TZs+eXWRr79q1y1zRpnv37vz9999FtrYQQgghhBCi9MhzWxD5I1qURFrf6hjiwlJPyMaFoXiUy9c8zWu4suZIFJHxRk5d1xEalUxFbwcbRyuEeJg5Ozvz4fhxTP36W8Z+8L4kVgiLHO01VPR2yPZnUFKyKUu1C3PyRbyBxGySL0wqhN+rlmGJnSY1+eJ+q5GMyRceztoH+mKdLaiqypQpU7F39aai/4Acx1ZsPpDIS7uZOvVrfv55+kP/uRMiJ3mrhmFATczaiiRjEkYRV8NwLYPGLf/VMHbs2MGx4ydwciuT63tLdio2H0jE+R3s3beftWvXWnVHfkm1ZcsWFEXh66+/pk6dOkBqqfRPP/2UwMBAjh07xty5c7MkrjVo0IBJkybx9ttvs2HDBkmuEEIIIYQQQgghhE3lOblCURQ8PDxo0aIFVatWJT4+nqSkJJKTkyXxQhSLsLAwkhR30gq+Xj22B335huYqKAaDgXPnzmU5zsfHJ0vfTK1GoXNDD1YcjAJg+6lYBneQHulCCNvq2LEjHTt2LO4wxAPMyUFDpTIOVCpjOflCl2xKbTmSIQEjxdyGJCnF8u9sBhPcjTVwN9Zy8oW9VqGMmzZd8oV9hgoY7k6FX+msuK1bt45//tlPnV7j0drnXJ1La+9IlbZD2b9xCuvWrSu00tJCPGwUrR2Kuy8ad98cx2VbDSMhEjU+79UwVF0sqi4WU/i1nAdaqoaRLvkiczUMnU7H5599Bqj4dXgt1/eW7Jd1xK/Dq1zcOIVXXx1Gt27dcHFxyddcxe3SpUsA9OzZM8PzTzzxhHk7u+SRgQMH8vbbb3Pq1KlCi08IIYQQQgghhBAPJ6uTK/r06cOGDRswmUzExsayY8cO/Pz8GDZsGMOHD89ykVqIorJixQqCN6/io7aeAPz5y/csO5to3h8ZGckLL7yQ5bjhw4fzxhtvZHm+XV13NhyPRpescjAonqdaeOHpkuc8JCGEEKLYODtoqFzWgcplLSdfJOqN5ioX6duOpCVk6LNJvkgxqtyJMXAnJvvkC0tVL9K2XR0f7OQLnU7H1998i6dfM7yrt7TqGO/qrfCs0pSvv/mWbt26SbUaIYpQvqthpEu+KIpqGL8cjyM6Ng7vPLy3ZMe7eiu8/ZoRcf0kkydP5quvvirQfMUlISEBT0/PLC0my5dPbdvo4eGBt7e3xWPLlSuHu7s7ERERhR6nEEIIIYQQQgghHi5WXzFeu3YtV65c4ccff2ThwoXExcUREhLCxIkT+fLLL3n++ecZOXIkTZs2LcRwhchq4MCBRPvXgT1fAzD4yQCemjCYQYMGoaoqiqLw+++/ZznOx8dyRQonBw3t67mz5b9YDCbYdTaOp1tYPnEnhBBCPIhcHLX4OWrx88l6d7SqqiToTRkSL8LjDUSmaz2SbMg++eJ2dAq3oy1feHS0UzK0GcmchOFSwpMv5s+fj06no3GH16yOU1EUqncczn/LRrBgwQIpUS9ECZWXahgkJ2KKj8i2Goaa9tiKahg37kbyx9EI0Gipmof3lmxfh6JQtcNrRP/+Nt98/TXDhg2jVq1aBZqzOHh5eREXF5fleTu71FMYuSWqOTg4kJKSSxKMEEIIIYQQosQryeeJSgLpKCBE0cvT7fjVq1dn2rRpfP7558ydO5cZM2Zw+fJlkpKSWLRoEYsWLaJt27a888479O3bF41GU1hxC2Hm6+uLT5kORO/7DkxG3JIjqVi/PoqimJMr6tevn6c5OzX0YNupWEwq7D4XR/cmnjjZy9ezEEKI0k9RFNyctLg5aamaTfJFfNL95IsMFTDufUwxWv7DTm9QCY1KITTK8gUvJ/vcki+0Nn2teRESEsKCBQt5xL8/Tl6P5OlYJ69HeKRZPxYsWEjv3r3x88v5DnohRMmlKAo4uqJ1dC1ANYzUx8b4CL7ZcRiTolCp+YA8v7dkx8nrESr69yf06AqGBgaye8+eB+6EpK+vLxEREcTExODp6ZlhX8WKFalQoUK2x6qqSkxMDI88YpvPpxBCCCGEEEIIIUSafPU6cHd359133+Wdd95hzZo1TJs2jT179gCwf/9+9u/fT+XKlXn77bd55ZVXsi3XKYStKFp7NGUqYwq/hjHyOqrRcrlya3m72tGylisHLiWQqDfx78V4OjX0sFG0QgghxINLURTcnbW4O2up5ms5+SJOZ7pX5SIlS+JFRLwBQzZ18pNSVG5GpnAz0nLyhYuDhrLudpS5l3zhky4Jo6y7Hc4OhZMIqaoqU6ZMxd61DBX9B+RrjorNBxJ5aTdTpkxlxoyfH7gLnUKUVKqqYlLBaFIxmlI/mkxgVNWsz5nUe8/fH28y3R9nyrAv4zijKf066eazMG/mtUwmd4wmd4wmvwzz6NRkrmg+wdHtbr7fW7JTsflAws/vYO++/Zw7d44GDRrYdP7CVq9ePc6fP8/p06dp27Zthn03btzI8dgLFy5gMBioVKlSYYYohBBCCCGEKAJSmUEIUdLkK7kijaIo9OvXj379+nHy5Em+//57li9fTnJyMtevX2fcuHF8+umnvPjii4wYMYKGDRvaKm4hstD6VMcUfg1MBkyROZ9ws0bXRp4cuJQAwPbTsXSo745WIxdChBBCiJwoioKHixYPFy3Vy2VNvjCpKnE6Y5aqF2nbkfEGjCbLcycmm0iMSOZ6RLLF/a6OmvtVLzJVwCjrbpfvKlQ7d+7kn3/2U6fXeLT2WV+TNbT2jlRpO5R/Nk5h165ddOrUKV/zCJFflpIQskscuJ90kO45NXNCQrpEg7zMm0NygzFTckP6BAaTmn3Cw4NKF3mT2Jun8Xv85Xy/t2RHa+9I+cZPEvLPYpvOW1SaN2/O6tWr2b9/f5bkitz8/fffKIpC69atCyk6IYQQQgghhBBCPKwKlFyRXpMmTVi0aBHffPMNM2bMYM6cOdy9e5fExER+/fVXfv31Vzp37szIkSPp06ePrZYVwkzrW42U86nbxvArBZ6vUhkHGlR24uyNJMLjDJy4mkjzGq4FnlcIIYR4mGkUBU8XOzxd7KhRPut+k6oSk5iafJG+4kX4vY+R8YZsL6Ym6E0k6JMJySb5ws1JkyXhIn0FDAe7rMkXOp2OqV9/g3e15nhXb1mQl4539VZ4V23OlKlf07p1a5ydnQs0nygcJjX9RX3LCQHZ7TNlvvifQ/WErJUPspnDpOYvIUHNuOaDnIRQWigKaDWgVRS0GgW3R/woW82f26c2Ur5RL5smWBhT9Nw++RcdOnbMc4vEkqBv377odDpq1qyZp+NMJhNz5sxBVVUCAgIKJzghhBBCCCGEEEI8tBS1kGrqJCcns3TpUn766SdOnjyZuti98sfVq1fn7bffZujQoXh4SKsFa8XGxuLp6UlMTEyJ/7zpdDoOHTqEs7Mzjo62vQsrO8lBB0hYPREAp1bP0fadnzGZTGg0Go4dO5avOc/d1DFt0x0Aqvo6MO6pR6SMtxBCCFGMTCaV6LTki0xVLyLiDEQlZJ98kRt3p9S2Iz7pki92rJnPuhVLafzCTzh5PVLg+JOib/HfspG8MiyQN998s8DzFSdThmoGWZMFrE1IyNjGIXN7h4wVEzInH2SuipB5LZOlagvpEh4sPScVR4ufRgGtRkGjSf2ozfw43XNaTdq+dNtKunGa++M0Fo41H3cv4UGTbnzac/fXyDivRsk4f3b7NOmeyywkJIS+ffvxSPMBVGk1yGafw+sHlnL7+GouXDif5wSFB5mqqsTGxgLg4eEhf7vl05AhQ1i0aFG2+6U0sxBCCCGEeJjs2bOHjh07otFoiImJwc3NrbhDEkIUI5tVrsjMwcGBwMBAAgMD2blzJz/++CMbNmzAZDJx5coV3nvvPT755BNefvll3n77berWrVtYoYiHhNa3mnnbGH7VJnPWq+hE5TL23IhM4VpYMkF39NSu4GSTuYUQQgiRdxqNQhk3O8q42VHbwn6jSSUqIWPVi/QfoxKM2V48j0syEZeUzNWw1MoXSdG3OPnnb1Rs3t8miRUATl6P8EizvsxfsJC2nXpQoWKVDBf4M1dMMOZQFSFzm4Scj805uSHb9TMlMKRPoJBLa8VPo2S+sJ+WXJB9QoDWwkV/y8kCioX5s09gyDBXDvtyS0jQZJOEUFr5+fnx0kuDWbR4Cb51O9nkvUYXHUrosVWM/WDMQ5VYAak3dHh6ehZ3GEIIIYQQNpOQkMC///7LjRs3uHv3LlqtFh8fH6pUqULr1q1xcXEp7hCFKPXSbt6tXbs2bm5uvPLKK8ybNy9fc7m6uhITE4NWq7VliEKIIlRoyRXpderUiU6dOnH58mWmT5/OkiVLiIyMJD4+npkzZzJr1iy6devGyJEj6dGjR1GEJEohjUd5cHCB5ESMYVdtMqeiKHRt5MmC3eEAbP0vRpIrhBBCiBJMq1HwcbfHx93e4n6D8V7yRVrCRaYKGDGJRlRS78q9uvdXHFzLUNF/gE1jrNh8IGEXdjFq3OfU7T1B7qwuArlVNLCUTJDfigbZJTzkVNEg87yazMcqWZ/TKMjXTikxfPhw1qxdx5Xdc6j31MQC/X9VVZWru3+hbNmyTJgwwYZRitIgOTmZ/fv3ExISwp07d3BycuKRRx6hdevWVKlSpbjDE0IIIUQ6mzdv5vvvv2f37t3o9XqLYxwcHOjQoQNjx47liSeeKOIIhXh4pCVX+Pv7A3D16lXKl8/a61an05kr6fn6+qLRZG0/27JlS0msEOIBVyTJFWlq1KjBDz/8wNSpU1mwYAFjxowhISEBk8nE33//zebNmzEajUUZkihFFEVB61MVY+g5jDG3SX9KUlXVfJ+kbFHTlTVHoohKMPJfiI7b0clU8HKwTdBCCCGEKFJ2WgVfD3t8PSwnX6QYVaLiDfx3Noj3ZxzD7/GX0drbtsWZ1t6RCo16EvLPYpKibuBcpmRc0FLAYrKAxYoGmSogZFfRIGuSgPUVDTTp581l/ZzaRSiShCBKOGdnZz6Z8DGjR48m6sohytRole+5oq4cJOb6CVavXi13MQqz4OBgJk2axLp168wne9NTFIX27dszffp0GjduXAwRCiGEECLNlStXCAwMZPfu3bmOTU5OZtu2bWzbto0ePXrw+++/4+3tXQRRCvFwSUuuaN68OQDbtm2zOO7DDz/kq6++wtHRkZs3b2Jvb/nckxDiwVakyRWQmnE5a9YsNm3ahMFgMD/v4uLC4MGDizocUYoEBQWx9kgkZ89FcSkyBeO9husmk4mADu2pV78BDR99lF69elGrVi2r59VqFDo39GDloSgAtp2K5cX2PoXyGoQQQghRvOy1CuU87enSuh6PP96W42c2Ub5RL5smWBhT9Nw59Td+9VrS8bG62Gk1uVY00GSqlJBTlYOcqjPk1C7iYWrFIERJ06lTJ/z9m3N69y94Vmmar/ccY4qeq7t/oUPHjjz99NOFEGXJ8tlnnwHw/vvvSyJJDr744gsmT56c7R2vkHozwp49e2jZsiXLli0rwuiEEEIIkd6uXbsYOHAgEREReT7277//pnXr1mzfvp3KlSsXQnRCPJx0Oh3nz58H7leuyE5aEkajRo0ksUKIUkxR1ey6TttOfHw88+fPZ8aMGQQFBQGpf7xDao/Zt956i1dffRUvL6/CDuWBFhsbi6enJzExMXh4eBR3ODnS6XQcOnQIZ2dnHB1te7dnZnv27GHhgvkcO34CTyctj/rYUaeMHSvOJxKXrOLuoDCwngsXI42cjjAQozPg36wpgUOH0b59e+teT7KJ8cuuk5SiYqeFL5+rgoeLlG4SQgghSrOQkBD69x9A+Wb9qNJqkM3mvX5gKXdPrmXVqpVShl0IYRYSEkLfvv14pPmAfL3nXD+wlNvHV3Phwnlq1qxZCBGWLBqNBkVRuHXrFuXKlSvucEocVVV56623mDVrVp6O8/DwoEmTJuzduzfHuYUQQghhW4cOHaJDhw45JkRa4/HHH2f37t3Y2RX5fbVCPLCOHj3KDz/8wM6dO4mIiKBq1aoMGTKEMWPGcPjwYR5//HEAoqKicryOWa5cOcLCwhg+fDizZ88uouiFEEWtUH/CXrx4kZ9//plFixYRHx8P3P8jvF27dowaNYp+/fpZ7DskRG6io6OZOnUKmzb9TaNyjnzSzpN2lR2x16bedbn+ko44VBy1Ci81cgNSS33vu6Fn9cVzjBgxgl49ezJ23Dg8PT1zXMvZQUP7eu5sPRWLwQi7zsXyVHMpsSaEEEKUZn5+fgQGDmHe/IX41u2Ek9cjBZ5TFx3KreNreGVYoCRWCCEy8PPz46WXBrNo8ZI8v+fookMJPbaKsR+MeSgSK0TuJk+enOfECki9qSOnxAohhBBC2N7t27fp169ftokVGo2G7t2707hxY5KTkzl8+DD79u2zOPaff/7h22+/Zdy4cYUZshClxmeffcakSZPM1y49PDy4ePEiH374Ifv376dHjx4A1KxZM8fEiuvXrxMWFgbkXuFCCPFgK5Ssho0bN9KzZ08aNGjAjBkziIuLQ1VV7O3teemllzh69Ch79uxhwIABklgh8uXixYs8M6A/e3dsY3wbD6Y94Umnqk7mxIrs2GsVOlV1YtoTnoxv48GeHVsZ2L8fly5dynXNTg090NybfvfZOPQpJlu8FCGEEEKUYEOHDsXX14dre+cW+E5dVVUJ2TuPcuV8CQwMtFGEQojSZPjw4Xh6enJl9xyr33NUVeXq7l8oU6YMEyZMKOQIxYPg8OHDTJ48ubjDEEIIIYSVJkyYQGhoqMV9VatW5ejRo2zcuJEpU6bw/fffs3fvXjZv3oyTk5PFY3744QeSkpIKM2QhSoWvv/6aiRMnYmdnx8cff8ytW7eIiYkhKiqKUaNGsWHDBr788kvA+pYgAM2bNy/UuIUQxctmmQ1xcXH89NNP1KlThz59+rBlyxZMJhOqqlKhQgUmTZpESEgICxcupFmzZrZaVjyELl68yCtDA/EigQW9vOhWwxkljz3CFUWhWw1nFvTywpMEhgUOyTXBooybHY/VdAUgQW/i30vx+X4NQgghhHgwODs7M/aDMURdO0rUlUMFmivqykGirh1l7AdjcHZ2tlGEQojSxNnZmU8mfEzM9RNWv+dEXTlIzPUTzJo5AxcXl0KOUDwIxowZg8FgyHFM586dmTVrFn/99Re//fYbL7/8spQPF0IIIYrB1atXWbRokcV9Li4ubNmyhaZNm2bZ161bN8aOHWvxuLt377J27VpbhilEqbN3717Gjx8PwO+//87kyZOpUKECAF5eXvz4448EBARw69YtwPrkCnt7exo1alSIkQshiluBkysuXLjAiBEjqFy5Mu+++y7BwcGoqoqqqjRv3pzFixdz7do1PvnkE+mDKgosOjqat954nfKOBr7v7IGPi7ZA8/m4aPmhswflHA28+fpwYmJichzftdH99iHbTsViMkmvWSGEEKK069SpE48/3pbr++dhTMlf/1tjip7r++fTtm07AgICbBugEKJU6dSpE/7+zbm6+5dc33OMKXqu7P6FJk2a8uSTTxZRhKIk+++//9i9e3e2+xVFYc6cOWzfvp3XX3+dJ598kv/7v/9j4cKF/Pvvv/j4+BRhtEIIIYRYvHgxKSkpFveNGDGCOnXqZHvsc889l+2+Xbt2FTQ0IUq1MWPGYDKZeOmllxg4cKDFMX379jVv51aNIi25omHDhjg4ONgsTiFEyZPv5IqNGzfSo0cPGjRowMyZM82tPzQaDQMHDmTfvn0cPnyYF198EXt7e1vGLB5iU6dOQRcfy5cd3HFzsE3hFTcHDV91cEcXH8vUKVNyHFu5rAP1K6WWWwuPM3DiWqJNYhBCCCFEyaUoCuPGjSUlIYrQYyvzNUfo0RUYEqMZN25snituCSEeLoqiMGnSRAy66Fzfc0KPrsCYFMMHH4yR9xYBpF6gyck777zDa6+9ZnFfixYt+O233wojLCGEEEJkY9u2bdnuy+6Cb5rq1atnu+/gwYP5jkmI0u6ff/4xf498+OGH2Y575JFHzNu5Va44evQoIC1BhHgY5OnqdFxcHNOmTTO3/ti6dau5SkWZMmX44IMPuHLlCv/73/94/PHHCytm8ZDas2cPmzb9zQh/lwwVKyJ0Ri5GpmT5Z7hXVcJgUi3uj9AZzXP4uGh529+FjZs2sXfv3hzjSF+9Yut/MQXuvy6EEEKIks/Pz4/AwCHcOraapOhbeTpWFx3KreNrCAwcQpUqVQopQiFEaeLn58dLLw0m9OjKbN9zdNGhhB5bxYv/939UqlSpiCMUJdW+ffuy3efo6MiECRNyPL579+60bNnS1mEJIYQQwoLk5OQckyAee+wxFEXJ9l9O7Sbv3r1bGCELUSr89ddfADRq1Ii6detmOy4sLAxI/fusbNmy2Y67c+eO1e1DhBAPPqsbar799tssXryYhISEDBeTGzRowMiRIxk8eLD0jhaFauGC+TQq50jX6k4Znl9/SceiUwnZHhetVxm+KTLL8y83cmVIYzfz427VndhwWc/CBfNp3759tvPVr+REJW97bkalcCUsmeA7empVcMp2vBBCCCFKh6FDh7JmzTqu7f2VOr0nWHWXuKqqhOydS9myZQgMDCyCKIUQpcXw4cNZs3YdV3bPod5TEzO856iqytXdv+Dp6cWwYcMk4VsAqRdojh8/nu3+Ll264O3tnes8Xbp04dChQ7YMTQghhBAWhIWFkZycXChzR0REFMq8QpQGab8z55ZUnJb8lFs1irSqFdaMFUI8+KxOrpg5cyaKoqCqKk5OTrRq1YrevXvz2GOPAXD48GGbBNShQwebzCNKl6CgII4dP8En7TyzXMjoU9uZxys75nnOss4ZC7coikLfWk5M3n+coKAgatWqZfE4RVHo2tiThbvDAdh6KkaSK4QQQoiHgLOzM/7+Tdm8eTNRVw5RpkarXI+JunKQqGvH6N69uyQiCyHyxNnZmU8mfMzo0aOzvOdEXTlIzPUT/PDDDzg5OaHT6YoxUlFS3LlzJ8cLNNbeRVe+fHlbhSSEEEKIHISHhxfa3ElJSYU2txAPujt37gBQpkyZbMfodDpzhYvcfo8+duwYAFqtlsaNG9soSiFESWV1ckUaRVHQ6/Xs2bOHPXv22DQYRVEwGAw2nVOUDhs3bsTT2Y52FpIoyjprKeustXBU3rWv4oinsx2bNm1ixIgR2Y5rUcOVNYejiE408t81HbejU6jgZW+TGIQQQghRcr333nvcun2Hi/vm4lmlKVr77BM8jSl6QvbOpUnTprz33ntFGKUQorTo1KkT/v7NOb37F/N7jjFFz5Xdv9C8eQsCAgIK7W5H8eCJiorKcX+FChWsmkertc3f10IIIYTIWUJC9tWYhRCF7+bNm9nu+/nnn82/X1ubXNGgQQO5sUaIh4Am9yH3qapa6P+EsOTM6dM8WlaLvTb38tsFYa9VaFjWjjOnT+c4zk6r0PlRDwBUYPvpmEKNSwghhBAlQ7ly5fh88mcYEqMJPbYyx7GhR1dgTIrl88mTKVeuXBFFKIQoTRRFYdKkiRh0999zUt9bYpg0aaJV7YnEwyMuLi7H/U5O1lVclJtehBBCiKLh5eVV3CEI8VCqU6cOAFu3biU+Pj7L/iNHjjBp0iTz49ySK9LaglhbKU4I8WCzunLFxIkTCzMOIbKlqirnz52lf/U8F1rJlzpltKw+ewZVVXM8Wdm+njsbj0eTlKJy4FICfZp742GjChpCCCGEKLn8/PwIDBzCvPkL8a3bCSevR7KM0UWHcuv4Gl4ZFkiVKlWKIUohRGnh5+fHSy8NZtHiJbhVqEvosVUMefkleW8RWbi6uua4PzY21qp5cquAIYQQQgjbKFu2bI77//33X1q3bl1E0Qjx8BgwYADLly8nLCyMZ599llmzZlG1alUSEhJYunQpH3zwAYmJiQBUrFgxxwpwERERhISEANC8efMiiV8IUbwkuUKUeAkJCcTExVPZ3bNI1qvibkdMXAyJiYk5npxydtDQrq47207HkmJU2X02lj7NvYskRiGEEEIUr6FDh7Ju/V9c2zuXOr0/zpCQqaoqIXvnUq6cL4GBgcUYpRCitBg+fDiLl/zGhb8+R6PR8tprrxV3SKIEyu3u13Pnzlk1z3///WeDaIQQQgiRG19fX7y9vbNNbNy5c6ckVwhRCAYOHEivXr3YuHEjmzZtolq1anh4eBAfH4/JZMLPz4+AgADWrl1rdUsQkMoVQjws8tQWRIjikJKSAoBDERWFsNdmXDcnnR/1QHPvWsruc3EkG0yFGJkQQgghSgpnZ2fGjf2AqGtHibpyKMO+qCsHibp2jHFjP5Bem0IIm3B2dsbdzRVF0eDu5irvLcKiChUqYG9vn+3+LVu25NqONTY2lq1bt9o6NCGEEEJYoNFo6NixY7b7p02bRlhYWBFGJMTDQVEUVq1axaRJk6hZsyb29vYoioK/vz+TJk3iv//+M3/vWZtcodFoaNq0aWGHLoQoASS5QpR4aSeHko1Fs16KMeO6OSnjZkeLGqnVLeKTTPx7MWt/LiGEEEKUTgEBATz+eFuu75+HMUUPgDFFz/V982jbtl2OJ8mEECKvHB0dUU1GHB0dizsUUUI5OTnRuHHjbPdfu3aNpUuX5jjH559/TkJCgq1DE0IIIUQ2evbsme2+O3fu0LlzZ06dOpXrPHq9npUrV/Lss8/aMjwhSi1HR0cmTpxIUFAQycnJREdHc/jwYSZOnIinpyf79+9HVVU+/fTTHOcZO3YsqqpiNBpzbdMnhCgdrG4LUtiuXbvGiBEjWLduXXGHIkoYV1dXPN3duBFnKJL1rscZ8HR3w8XFxarxTzTy4FBw6smnbadjaV/PHY1GyeUoIYQQQjzoFEVh3Lix9O8/gNBjK6nSahChR1dg0MUwbtzYDK1ChBBC2Nbq1asB8PaW1ozpdejQgaNHj2a7/+2336ZGjRo8/vjjWfb98ssvfPvtt4UZnhBCCCEyeemll5g4cSK3b9+2uP/06dM0bdqUTp060blzZ2rXro2HhwfJycnExMQQHBzMiRMn2L59O3FxcVStWrWIX4EQQgjxcCn25Aqj0ci3337L5MmT0el0xR2OKIEURaFe/QZcDD1ZJOtdjDRSv0ETqy+I+Pk4Uq+iE+dDkwiLNXAyJJFm1SRDUQghhHgY+Pn5ERg4hHnzF+JWoS63jq/hlWGBVKlSpbhDE0KIUu3pp58u7hBKpKFDh/LDDz9kuz8mJoYOHTrw/PPP06NHD8qUKcPNmzdZvnw527dvL8JIhRBCCAGplacmTJjAW2+9le0Yk8nE9u3b5We1EEIIUQIUuC1IZGQkERERufbttGTv3r00adKEDz/8kMTExIKGIkqxho8+yukIIynGvH+d5UWKUeVMhIGGjz6ap+O6NvIwb2/9L9bWYQkhhBCiBBs6dCi+vj5c+OsLypXzJTAwsLhDEkII8ZB69NFH6dq1a45jjEYjS5cuZfDgwTz55JO89tprcrFGCCGEKEZvvvkmzz//fHGHIYQQQggr5Cu5YuvWrfTp0wcXFxd8fX0pV64cnp6ePP300+zYsSPX4yMiIggMDCQgIIBz586ZEzOaN2+en3DEQ6BXr17E6Azsu6Ev1HX2XtcTozPk2OvOkgaVnanobQ/A5bt6gu8kFUZ4QgghhCiBnJ2d+XD8OCpWrMT4cWNxdnYu7pCEEEI8xGbPno2bm1u+j69cubINoxFCCCGENebNm0efPn2KOwwhhBBC5CJPyRUmk4nhw4fTo0cPNm7cSFJSEqqqoqoq8fHx/PXXX3Tt2pXXX38920oWc+fOpW7duixevNh8rK+vL7/88gsHDx60yYsSpU+tWrXwb9aU1ReT8lUlxRqqqrL6UhLN/ZtRq1atPB2rKApdG3maH287JdUrhBBCiIdJx44d2bhhPR07dizuUIQQQjzkatSowcKFC7G3t8/zsaNGjZKWK0IIIUQxcHFxYe3atXz55Ze4uLjke57WrVvbMCohhBBCZGaXl8Effvghv/76a7b70y56//rrr2i1WmbMmGHed+nSJV555RX27dtnHmtnZ8ebb77Jp59+iqenp8U5hUgzJHAoI0eOZOuVJLrVsP0doVuuJHH6rp7pE4bm6/jHarqy5kgUMYlGTlxN5E5MCuU9834ySwghhBBCCCFE3kVHR3P27FmuXr1KXFwccXFxpKSk4Orqiru7Oz4+PtSrV49atWqhKEpxh1uoBgwYwLp163jhhReIjo626pi33nqL7777jlGjRhVucEIIIYSwSFEUxo8fz6uvvspPP/3E8uXLuXjxYq7H1ahRgyeffJIhQ4bg7+9fBJEKIYQQDy+rkyuCgoL49ttvURQFVVXp2rUrY8eO5bHHHsPR0ZFr166xbt06vvnmG+7evcvs2bN59tln6dixIytWrGDo0KEkJCSYEzC6dOnCtGnTaNCgQaG9OFG6dOjQgZ49ezB9xzb8Kzjg46K12dzhiUZ+PpZIr549ad++fb7msNMqdG7owerDUajA9tOxDGpb1mYxCiGEEEIIIUq/sLAwwsPDszyfkpJi/nju3Dnz88nJyej1eqpUqUKNGjWKLM6SYt++ffz555+sW7eOkJAQq45xcHCgXbt2DBgwgGeffZYyZcoUcpTFo0ePHgQFBfHpp5/y22+/ERUVZXFc27Zt+fDDD+nVq1cRRyiEEEIIS3x8fPjss8/47LPPuH37NocPHyYsLIyIiAiSk5NxdXXFw8ODGjVqUK9ePSpUqFDcIQshhBAPDUW1ssfC+PHjmTp1Koqi8PLLLzN//nyL427fvk2XLl04f/483bp1Y9y4cXTt2hWj0YiqqlSrVo3vvvuOfv362fSFPAxiY2Px9PQkJiYGDw+P4g4nRzqdjkOHDuHs7Iyjo6PN5o2OjuaZAf3xJIEfOnvg5pCnzjYWxSebeHdHLDG4smLV6gJVUUnUGxn/xw30KSr2WoUvn6+Mu7PtkkCEEEIIIYQQpdusWbOYM2dOno/78MMP+eKLLwohopLpyJEjvP/+++zduxcgQ/vI7KpSWBrj5ubGmDFjeP/993FycirEiIuXwWDg33//JSgoiLt37+Ls7EzFihVp3rw51atXL+7whBBCCCGEEEKIB4LVyRVt2rTh4MGDeHp6cv36ddzc3LIde+rUKZo1a4ZGo6Fq1aoEBwejKArvvPMOX3zxRak+YVGYJLki1aVLlxgWOIRyjga+6uBeoAoW4YlGxu+J467ejnkLFlK7du0Cx/e/A5HsOB0LQB9/L5709yrwnEIIIYQQQoiHQ3aVK7KTVrmiS5cuD03likWLFvHaa69hMBiw8pSGRWmVORVFoWXLlqxfvx4fHx8bRiqEEEIIIYQQQojSxOrkCh8fH6KioujXrx8rVqzIdXznzp3ZtWsXAFqtlgULFvDiiy8WKNiHnSRX3Hfp0iXefH04uvhYRvi70LW6U5565qqqypYrSfx8LBFnNw9mzp5jk8QKgIg4AxP+dwOTCu5OGr54vjIOdgWvsCGEEEIIIYQQmen1enQ6HS1btsTZ2bm4wyl0f/75J8899xxwPzmiYsWKdO/enbZt21K7dm2qVq2Kp6cnzs7O2Nvbo9PpSExM5NatW1y7do1jx46xe/dudu/ejclkMs/dtGlTDh06hJ2d1R1UhRBCCCGEEEII8RCx+opvdHQ0ALVq1bJqvL+/P5B6siMwMFASK4RN1a5dmxWrVtOhc1e++jeWUdtj2HE1iRRjzrlCKUaVHVeTGLk1iin/xtKhS1dWrFpts8QKgLLudjSv4QpAXJKJA5cSbDa3EEIIIYQQQjyswsPDeeONN8yPK1asyPLly7l27Rrz5s1j6NChtG/fHj8/Pzw9PXFwcEBRFFxcXPDx8aFRo0b07t2bTz75hO3bt3PlyhWGDh0KpJ67OHnyJJ9//nlxvTwhhBBCCCGEEEKUcFbfjmEymcwnJazh7u5u3n7rrbfyHpkQufD09OTLr76iZ69eLFwwn8n7j+PpbEfDsnbUKaOlirsd9lpIMcL1OAMXI42ciTAQozPQpJw9XwV40WVIbxw8PW0e2xONPDgcnJpUse1UDO3quaHJQ2UNIYQQQgghhBAZ/f7770RGRqIoCg0aNGDPnj14e3vne74qVaowd+5cWrZsyeuvvw7AzJkz+eSTT9BopPqgEEIIIYQQQgghMiqSWpd169YtimXEQ6p9+/a0b9+eoKAgNm3axJnTp1l99gwxcTHmMZ7ubtRv0ISB3R+la6MqlD88C4CkA79jX/vxPLUUsUZVH0fqPuLEhVtJ3I018F+IjqZVrUtMEkIIIYQQQgiR1apVq8zbixcvLlBiRXqvvfYaGzZsYP369URERLBnzx4CAgJsMrcQQgghhBBCCCFKjyJJrnByciqKZcRDrlatWowYMQIAVVXp2rUr4eHh+Pj4sHXrVnMChaqqxIVsxXgnCOOdIAxXj2Bf/TGbx/NEYw8u3EoCYNt/MZJcIYQQQgghhBAFcPnyZSD1b79mzZrZdO7nn3+e9evXAxAcHCzJFUIIIYQQQgghhMhC6lyKUklRFHMZV41Gk6EyhaIoOLV+wfxY98/vqKpq8xgaVnbmES97AILu6Ll8N8nmawghhBBCCCHEw+Lu3bsoikKlSpVsPnfFihXN2+Hh4TafXwghhBBCCCGEEA++PFeu+Pnnn/njjz9yHZf+ZESDBg2smltRFM6cOZPXkITIM/vaj6Mp64cpIgRj6FkM1//D3q+JTdfQKApdG3uweE8EANtOxfJaF6niIoQQQgghhBD5UbZsWW7dusXNmzdtPndoaKh521btRoQQQgghhBBCCFG65Dm5IiIigoiICKvGplULuHDhQq5jVVXNUF1AiMKkKBqcWr9A4oapACQdWGbz5AqAx2q6seZwNLE6I8evJhIWm4Kvh73N1xFCCCGEEEKI0s7Pz49bt24RFBTEiRMnaNq0qc3mTn8TSdWqVW02rxBCCCGEEEIIIUqPPLUFUVW10P4JUdQc6nVE4/UIAIZrxzGEnrf5GvZahc4N3QFQVdh2OtbmawghhBBCCCHEw6BPnz7m7ZdeeomYmBibzDt37lzWr18PgJubGwEBATaZVwghhBBCCCGEEKWL1ZUrrly5UphxCFHkFI0Wp1bPk7j5ByC1eoVb/09tvk77eu5sOhGD3qDyz4V4+vh74eaktfk6QgghhBBCCFGaDR48mC+++IKkpCROnz5N48aN+eGHH+jbty8aTZ7uHQHgxo0bTJ48mblz5wKp1TdfeuklHB0dbR26EEIIIYQQQgghSgGrkyukLKYojRwadkH3z2+ocWGkBB/AcCcYu/I1bbqGq5OWx+u6sfNMHClGlT3n4ujVzMumawghhBBCCCFEaVelShWmTJnCqFGjUBSF69ev88wzz1CxYkV69OhB27ZtqV27Nn5+fnh5eeHs7IydnR1JSUkkJiZy69Ytrl27xrFjx9i9eze7du3CZDKZq2n6+fnx1VdfFfOrFEIIIYQQQgghRElldXKFECVVWFgY4eHhWZ5PSUkxfzx37lyW/T4+Pvj6+uLU8hl022cCkHRwGW5PfWzzGLs86sGus3GoKuw8E0vXRh7Y2+X9ziohhBBCCCGEeJiNGDGCu3fv8sUXX6AoCqqqcvPmTebPn8/8+fPzNJeqqiiKAkD16tXZuHEjbm5uhRG2EEIIIYQQQgghSgFJrhAPvBUrVjBnzpxs90dFRfHCCy9keX748OG88cYbODbqQdK/y1ATo0i5sA9jRAjasn42jdHH3Z7m1V04cjmRuCQTB4MSaFfP3aZrCCGEEEIIIcTDYPLkyTRr1owPPviAy5cvZ9iXVoUiJ2kJFWnbgwcP5ptvvsHX19fmsQohhBBCCCGEEKL0UFRrzjyIEiE2NhZPT09iYmLw8PAo7nBypNPpOHToEM7OzoXerza7yhW5SatcAZB06E90u1P77Do0fALXXmNsGiPAtTA9X629BUB5TzsmDqyE5t5JPVu8BiGEEEIIIcTDR6/Xo9PpaNmyJc7OzsUdTpEyGAwsXbqUFStWsG3bNvR6vdXH1qhRg379+hEYGEiDBg0KMUohhBBCCCGEEEKUFlK5QjzwfH19C5xg4Nj0SZIOLkdNiiP57A6cHh+M1quCjSJMVdXXkdoVHLl0W8+dGAOnQ3Q0ruoC5F59Iztp1TeEEEIIIYQQ4mFjZ2fHyy+/zMsvv0xSUhJnz57l7NmzXL16ldjYWOLj40lJScHV1RU3Nzd8fX2pV68eDRs2pHLlysUdvhBCCCGEEEIIIR4wklwhBKA4uODYvC9J+5eAaiLp0HJcu42y+TpdG3ty6fZdALaeijEnVwwcOJCAgIAs4998802ioqLw9vZm5syZWfb7+PjYPEYhhBBCCCGEeNA4OTnh7++Pv79/cYcihBBCCCGEEEKIUkqSK4S4x9H/aZIOr4TkRJJPb8W5zf+hcbdt8sKjVZyp4GnP7ZgULt3Wc+WunurlHLOtvmFvb2/+WL9+fZvGIoQQQgghhBBCCCGEEEIIIYQQwjqa4g5AiJJC4+SOU7M+qQ+MKSQdXmH7NRSFro09zI+3nYqx+RpCCCGEEEIIIR4eqqoSGxuLqqrFHYoQQgghipn8XiCEEEIULkmuECIdxxb9wc4RAP3JjZgSom2+Rsuarng4p37rHbuaSFhsis3XEEIIIYQQQgjxcIiLi8PT05O4uLjiDkUIIYQQxUx+LxBCCCEKlyRXCJGOxsULxya9Uh8Y9OiPrrL5GvZ2GgIapFavUFXYcTrW5msIIYQQQgghhCj5li1bhqIo5n9CCCGEEEIIIYQouSS5QohMnB4bCFp7AJKOr8eUZPss3w713XGwSz1xtv9iPAlJRpuvIYQQQgghhBDCOsOHD2fo0KEMGzasSNedOnVqka4nhBBCCCGEEEKI/JPkCiEy0bj74PBo19QHyYnoj621+RpuTloer+OWuoRBZc95KdMmhBBCCCGEEMVl8eLFLFq0iIULFxbZmqtXr+bkyZNFtp4QQgghhBBCCCEKRpIrhLDAqeVzoKR+e+iPrkFNTrT5Gl0e9SCt6uvOM7GkGFWbryGEEEIIIYQQwjqqWnR/kxkMBsaNG1dk6wkhhBBCCCGEEKLgbJJc0blzZzp37szixYvzfKzJZOKZZ56hc+fOzJo1yxbhCFFgWq8KODToDICaFIf+xAabr+HrYU+zai4AxOpMHAqKt/kaQgghhBBCCCFKnhkzZnDx4kUcHR1xd3cv7nCEEEIIIYQQQghhBZskV+zatYvdu3dz9erVvAeg0eDj48OuXbuYOXOmLcIRwiacWj0HpJaWSDq8EjVFb/M1ujbyNG9vPRWLqQjvlBJCCCGEEEIIUfSuX7/Oxx9/DMCoUaMoU6ZMMUckhBBCCCGEEEIIa5SItiBOTk4A+UrOEKKwaMv6YV+3PQBqYhT6U3/bfI3q5RypVcERgNvRKZy5rjPvU1UVk8kEpFZ4KcoStUIIIYQQQgghCsdbb71FfHw85cuX56OPPirucIQQQgghhBBCCGElu+IOICUlhW3btgFF299UCGs4tX6elAt7AEg69D8cm/RC0drbdI2ujTwJun0XgP9t+4+d8Yc4ffoMZ8+dIz4uFoDw8HDad+hIg/r1efTRhvTq1YtatWrZNA4hhBBCCCGEKMlq1KhRaHPr9bavVGjJn3/+yfr16wH45ptv8PDwKJJ1hRBCCCGEEEIIUXB5Sq4IDQ0lKCgo2/1Xr15lz549Vs2VkpLCtWvXWLx4MWfOnEFRFOrXr5+XcIQodHblamJfszUpwQdQ48JJPrMdx8Y9bLpGIz9n1LvHObtvBXGhZ3Bw8cCtfD28GjxJBc+KaOzsMRlSSIoJJehuMCf/WMH8+fNp1syfoUMDad++vU3jEUIIIYQQQoiS6OrVqyiKUig3ZhTWvOlFR0czatQoADp06MDgwYMLdT0hhBBCCCGEEELYVp6SK4KDg+nUqZPFfaqqsmjRIhYtWpTvYIYNG5bvY4UoLE6tXyAl+AAASQf/wOHRrigarU3mjo6OZurUqRzctAn3R+pTu/v7eNdohSaH6hgmYwpRlw8SfGojI0aMoGfPXowbNxZPT0+bxCSEEEIIIYQQJVlRJEIUhtdff51bt27h6OjInDlzijscIYQQQgghhBBC5FGekivatWuHr68vd+/etbi/ICc3Xn/9dV5//fV8Hy9EYbGrWA+7qs0wXDuOKfoWyed349igc4HnvXjxIm+8+Rax8TpqPjEKn7oBKIqS63EarT1la7ejTK22hF/Yxbad8zh0+DCzZ82kdu3aBY5LCCGEEEIIIUoirVaLyWQCoEePHpQvX95mcy9ZsqRQEzbmz5/P8uXLAfj444+pV69eoa0lhBBCCCGEEA+6zH+fpX+Y+S+33P6Wy7w7y9y5jE8/IstcucWS6/jM+7NfK0tUOXyOLK2VeUBOsajkPHfuryvntTI/8UhZl8wjSqw8JVcoisJ7773Hjh07Mjy/efNmFEWhRo0a1KpVy6q5NBoN7u7u1KtXj759+9K0adO8hCJEkXJqM4j4a8cBSDqwDIf6ASiKJt/zXbx4kaHDXkFx9qHR81NxcCuT5zkURcG3Xic8Kzfh4obJBA4dxoL58yTBQgghhBBCCFEq1a1bl7Nnz6IoCs8//zwvvfSSzeb+448/0Ov1NpsvvYsXLzJy5EgAmjdvzrhx4wo0n16vzxBrbGxsgeYTQgghxINLfi8QQpR0BqOJn9ecYc3+ayQbjObnH8BihKIQ/Tv96eIOwWp5Sq4AGDNmDGPGjMnwnEaTepF58ODBfPLJJ7aJTIgSxK5yI7SVGmK8eQZTRAgpl/7BoU67fM0VHR3NG2++heLsQ92nP8PO0a1AsTm4laFe38mcXzOB1994k1UrV0iLECGEEEIIIUSp07x5c86ePQvA0aNHbZpcUViSk5N54YUXSEhIwNnZmcWLF2Nnl+dTMRl89dVXfPrppzaKUAghhBAPMvm9QAhR3Iwmlet34wkKjeXyrViCQ2O5FalDn2wkOcXI7ShdcYcohE0V7C96IR4SiqLg3OYF4ld8DKRWr7Cv3daqNh6ZTZ06ldh4HY2en1rgxIo0do5u1HlyAqf+GMmUKVP56qsvbTKvEEIIIYQQQpQU/v7+LFmyBIBjx44VczTWee+998yxfvfddzRo0KDAc44fP57Ro0ebH8fGxlKlSpUCzyuEEKWRwWhCVVNLU5tUADX1MffKVZu3wXTvFlpVvT8GVc24P92x96Yzz62Saf+9O3Lv7783X/r1SZ03NcbM8aXOqZrufVRh8+EbxOmScXIoHaf1PxnsX9whPPDk9wIhRHG6ciuWkT//Q3hs4VQBFKIksslvYR06dEBRFKpVq2aL6YQokeyqtUBbvjbGO5cw3gnCcOUI9jUey9Mce/bsYdOmTdR8YlS+WoHkxMGtDH7thrFp0zR69epJ+/btbTq/EEIIIYQQQhSn5s2bA6kXo06ePFnM0eRuwYIF/PzzzwA8++yzvPHGGzaZ19HREUdHR5vMJYQQD6r0fbwt9RcPj0ni4/mHOX01qmgDE3kiyRUFJ78XCCGyk6g3cOVWLAZTaqJeajKfitGkmpMGVZV7j1Xz45vhCTg5aHG012IyqRhVFZMp9Z/x3jyp2ybm/HW+uF+mEEXOJskVu3btssU0QpRoiqLg1PoFEtZ+BoDu39+xq94iT9UrFixYiEfFBvjUDSiUGH3qBhB+divzFyyU5AohhBBCCCFEqdK0aVPz318JCQlcuHCBunXrFnNUlh04cMCcTFG3bl3mzp1bzBEJIUTRuXwrls9/O05QaKw5CSKnvuoZEiUyPF9IAQohhBClWFiMjte+21ti23EMjfsRd1MMAAo5/7DPul/NtD8z1ap9lubOfXwOa+XyS4ttX2de487b2jmuVaiv8+kcjy1JSkf9MCGKiH3tNmh8qmIKv4Yx9CyG6/9h79fEqmODgoI4fvwYtbu/n692ItZQFAXfRr04vvlbgoKCqFWrVqGsI4QQQgghhBBFzc3NjVq1anHp0iUgtTWIrZIrPv74YwwGg03mCg0NpX///uj1elxdXVm1ahXu7u42mVsIIQrDrchEftt6iZsRieY2GCbT/bYXprTWGKb7LTLUdOMgY+uLSzdiiuulCCGEEA+8m2HxnD53GZPRlK6iRGq1CNW8fb/tVeYxP++ILLbYPU2RNE4+gq/xNk6qDns1GXtSsFNTcFJ1+Jpu80i7AZRp8gSKAigaFEUDinJvO/3HzM+ljQNQ7l9nS50IlHTPkXa8gpKWLqBg5bh7z4HlNbKMyxwL6dbIeLySbu6ssRSzkhLHA8AmyRUGg4GQkBAAnJ2deeSRR7Idu2DBAmbPns2lS5fw8vKiW7duTJgwgUqVKtkiFCEKlaJocG71PAkbpgKQ9O/vVidXbNy4EUcXD7xrtCrMEClToxWOLh5s2rSJESNGFOpaQgghhBBCCFGULly4UCjzfvTRRzaba8SIEdy6dQsALy+vDH3QLblz5455u0ePHubtr7/+msaNG9ssLiGEyM77sw9w+VZccYfxUEi7JqSYL9qA5t6TCkq6/an/0dx7nrRrSaqJWJ0RgL51DRnuLlVzuls02122LA+SzVxSgUQIIay2ftM+vtoQhqpoijuUfBkXMx5Fa4eitcdkSKJs0ydAo0XRaNE6OuPTvBe+j/Uq7jCFKBCbJFf8/vvvBAYGAvDtt9/y7rvvWhw3evRopk2bBqRmU8XExPDrr7+yZs0adu/eXWLLeQqRnn29jmj2L8EUHYoh5ASG0HPYVayf63GnT5/BtXw9NFr7Qo1Po7XHpXw9Tp8+U6jrCCGEEEIIIYTIKiIiwrx98+ZNbt68afWxmzdvNm+PGzfOpnEJIYQlUXH6Up9YUcEhkberncYeI6lX+tV7Za1Vc8KCggqqeq9ctSl1+95jFRVN2n5VRVVMqfvU1LGKem+fYrpX1gOUtDlQ789/bw5VTdvmXqUQ9V4PlMz71XT7If7qfxlf2IGi+xwWnmeLOwAhhChR/th2HlXxtfm8jqoOrWpEIfVnkubex7SfdfefT92O0viQojjgZwhGo5pQMJn3pR17/3kTlQzXaKffTpMPV+JRsxlaRxebvwYhSgqbJFesXbsWVVVxdXXltddeszhm/fr1/PjjjyiKkq7XXurHu3fv8swzz3Dy5MmSU/5EiGwoGi1OrZ8n8e/vAUg6sAy3/p/leIyqqpw9dw6vBk8WRYi4+tbkzNkNqKoq31NCCCGEEEIIIYQQwiKjqXDLCni6OjDtrTYAGc5RpT9bpWTzILsxGZ+31Glc5e4/KwlZ8yOOqg4PNRbugCl/L0EIIYTIQBceyn//7CEhMSm1PYdJxWgyYTKltudIe85kMmFSuffx3mMTpBhVkg0qKUYTyUYwGCHFBClGuJxcx+bxfhH1OmUf7YCi0aRWkVA0KBotaDTptrUoGgVFSd026o7iUaclHrU63qugpKQen9aeQ5OxXYeDVznsXDxsHrsQJZFNkitOnz6Noii0a9cOV1dXi2M+/PBD8/Zbb73F5MmTiY2N5ZNPPmHx4sWcOXOGlStXMnDgQFuEJEShcmjQGd3+JahxYaQEH8RwJxi78jWzHZ+QkEB8XCwVPCsWSXxOXhWJj4slMTEx2+9JIYQQQgghhBC2t2vXrjyNr1atGteuXQPu34QihBDFaXjvejg52KW2pLiXvKBRFHO7cY2S2m1c0SjmFhbKvec0GoXkmDBu7/4dx4jzVI2+StgXxoxVGMD8+N6DdO9/6v02EhmqOnC/ugP33i8zHJP1/dP29/0KIYR42N29Fswb32whVKkIOBfJmhUMN8wVkJS0qkvptpX028r9/V7EMLjno7Tuc6tI4hTiYWGT5Irbt28DUL++5dYIW7du5cyZMyiKQu/evZk+fTqQ2nt03rx5bN26ldu3b/Pnn39KcoV4IChae5xaPotu+wwAkg4uw+2pj7Mdn5KSAoDGrnBbgqRJaz2Stq4QQgghhBBCCCGEENZopz2BqzZ9qwpQTaZMbSru7zcnOtzbF/zbJ6S/d9VQTK+jtHMsWwl7j7IZnlPIoYJtdtVts616m/1c2VbKzcdcQgjxINmwad+9xIqi8dPz5Wjesse9TMb01SLkfVWI4mKT5Irk5GQAXFws99D56aefzNtTpkzJsE+r1dKtWzcWLVrEsWPHbBGORWfOnGHu3Lls27aN69evYzKZqFKlCl27duW1116jQYMGNlnn+PHjLFy4kO3bt3Pjxg1SUlKoVKkSHTt25JVXXqFVq1Y2WUcUP8dG3Uk6sAw1IZKUC/swRoSgLetncay9fWqyg8lQNMkOJmNKhnWFEEIIIYQQQgghROmVqDew//Rt7kYnkWIwYTSaMJhUDEYTBmPmj/e3dfqsqQ+XFo3HWU0shldReJzKVcPHvztppTbSSpynleNQ0spy3HsudT8Z96cbk2E8aVU9stmfYT1yWC9TPPfGZt5v5+yOZ7022Lt6FvnnUQghHnbh8cYiW8tHE0PTlk+isbfJpVwhhI3Y5DuyQoUKhISEcOPGjSz7bty4wd9//42iKHTq1MlidYsKFSoAcOuW7UvTmEwmPv/8cz777DOMxoxvemfPnuXs2bPMnDmTKVOmMHr06Hyvk5CQwOuvv87SpUuzlPG8dOkSly5dYt68eYwcOZLvvvsOrVab77VEyaDYO+LUoj+63XMBlaQDf+D65AcWx7q6uuLm7kFSTGiRxJYUHYqbu0e2CU9CCCGEEEIIIYQQonQwmVRG/vwPZ65GFXcoJVKZpk/QcORctA5OxR2KEEKIUkajGnHSGFEUFQ2qOY9Oo6S17Eht1aFRMO+316jYa8BOo+KgTX1sp1Ww14CDVsHeDsp5uTCgz5PYS2KFECWOTb4rW7RowbVr1/j777/R6/U4Ojqa96UlNSiKwhtvvGHxeIMhNUM6rQKGLX3wwQd899135scBAQH4+/uTmJjI1q1bCQ4OJiUlhffeew8XFxdef/31PK+RkJBAhw4dzJU3tFotXbp0oUmTJuj1enbu3MmpU6dQVZVp06aRnJzMzJkzbfYaRfFxbNqbpIPLUZPiSD63E6e2g9F6PZJlnKIoNKhfn6C7wUUSV0JYMA0bNJDSUEIIIYQQQgghhBCl3JXbcTZLrNCoRuxU256jbTTmd7SO924AMld1ADJUa+B+tYi0FhK5jr0/LvVD+sf3qzw4elew6esRQggh0jRzv8PPX1m+9imEKJ1sklwxcOBAVq5cSVhYGC+99BLTpk3DxcWFOXPmMG/ePBRFwc/Pj379+lk8/urVqwB4etq2lNm6devMiRXe3t6sWbOGDh06mPcbjUY+/PBDvv76awBGjRpF9+7dqV69ep7WefPNN82JFbVr12blypU0atQow5ilS5cybNgw9Ho9s2bNolevXvTu3bsgL0+UAIqDM47N+5G0fzGoJpIO/g/X7qMsjn300Yac/GMFJmMKGm3hteswGVNIvHOeRzs/U2hrCCGEEEIIIURJ9uabb2Z4/PTTT9O9e/diikYIIQpXooXWHvnVLPkgXn510WjtLLSpSNf2AgU0ObfMcPAqR+Xur+JevbHN4hNCCCGEEKI42Sy54tNPP+XChQusWLGCFStWmPepqoqiKHz22WdoNJosx5pMJvbs2YOiKNStW9cW4ZjX/eijj8yPly1bliGxAlIrTEydOpVz586xfv16kpOT+frrr5k1a5bV6/z3338sWbIEgDJlyrB9+3aqVKmSZdz//d//odFoGDRoEADjxo2T5IpSwtH/aZIOr4DkRJLPbMX58UFo3H2zjOvVqxfz588n6vJBytZuV2jxRF4+iD4xlp49exbaGkIIIYQQQghRks2ePTtDJb/KlSuX2OSKtBtOhBDCVrQahfaNKmCn1WCnVdDe+2iv1Zifs9NqsNMokJzIzfU/osGIj/EOtQ1nafrRWexdvYr7ZQghhBAlTvy1U0BAcYchhChGNkmu0Gq1/Pnnn3To0IGoqKwl6AYNGsTgwYMtHrt27VrCwsJQFIWAgABbhAPApk2bOH36NAA9evTI8STK1KlTWb9+PQBLlixh2rRpODg4WLXOwoULUVUVgPfff99iYkWaF154gRkzZrB//37OnDnDkSNHaNGihbUvSZRQGic3nPyfIunAH2BMIenwClw6Zy0DVatWLZo18yf41EbK1GpbKC07VFXlzn8bKOv3KCnOlWw+vxBCCCGEEEI8SNJu+BBCiIeJo4OWr15padVYfdQd/l2xpZAjEkIIIYqXqqqoJiOm5CRS4iJQDSmYjCmohhQMCTHoo26hdXIFVUVVTaCqgHrvg4nrm2Zj0uvYwvuZZpa/NYR42NgkuQKgYcOGHD9+nI8++oitW7cSHR1NzZo1efXVVxk1ynKbhOTkZMaPH29+/PLLL9sqHNasWWPefuWVV3IcW79+fVq0aMGRI0dISEhg3759dO7c2ap1tm/fbt4eOHBgruNfeukl9u/fD8Dq1asluaKUcGzej6SjqyFFj/7kJpxavYDGQoZ/YOAQRo4cSfiFXfjW62TzOMIv7CLu1jnq9v6YaZvu0KSqMwNblcHXo/DakAghhBBCCCFESZR2I0TaRyGEEEIIIcSDz5AYh+7uVSL/20nEsc1ondwwGfTEnD8AgJ2LJ6rJeP+f0QCqyaq5U1MqlHvbyr1thXjFnat2tcAt43h7F7cscwghSjebJVcA+Pn5mVtkWLW4nR0HDx4EQKPR4O7ubrNYNm7cCICiKHTp0iXX8QEBARw5cgSAPXv2WJ1cERISYl6nRo0auY5v06aNefvo0aNWrSFKPo2LF46Nn0R/dBUY9OiPrsK5w9As4zp06EDPnj3ZtnMenpWb4OBWxmYxJMdHErJvLlUbBeBdLTVp5+Q1HWeu36RLI096NvHEySFrax4hhBBCCCGEKG2uXLmS4bG3t3cxRSKEEEIIIYTID92dq+juXkU1pKRWnTCmELptIdFn91scrwJG7NDpUjCixYgjJkWL8d6/KE1ZNjv3Q4MRE6nPpeBAtLZsvmNs0dI/38cKIR5MNk2uyCuNRoOnp6fN5w0PD+fmzZsA1KtXDy8vr1yPeeyxx8zbly5dsnqtxMTEPMVWrlw58/apU6fydKwo2ZxaDkR/Yn1qa5Dj63Fs+Qwap6wJQ2PHjuXQ4SNc3DCZen0nY+dY8MxGgz6eixsm4+HmwsLpk7gQZseqQ1HE6owYTLD5ZAwHLsXT7zFvWtZyRSNlcYUQQgghhBClWNWqVYs7BCGEKD5GI9Hn/0U1GlFNBlRjun8mQ+rzRgMmowFDfGRxRyuEEEJkcfl/XxGyblqW5/U4ctSxE3c1FTjoFACAo6rDiB0GpegrePduV6vI1xRCFK9iTa4oLBcvXjRv16xZ06pjqlWrZt7OS3KFj48PoaGhqKrK1atXc10vPj7evH379m2r1xEln8atLA6PdiP55AZITkR/bC3Oj7+YZZyXlxezZ80kcOgwzq+ZQJ0nJxSogkVyfCQXN0yGpAhmz5+Ht5cXrb2gaVUXNp2MYfupGAwmiEk0snB3OLvPxvJsm7JUL+dYgFcrhBBCCCGEEEIIIUoiY3IiJz7vV9xhCCGEEPmSePuyxcQKgD9cX+G8Q+MMz+kV56IIK4vKPq54uEhLdiEeNoWSXJGcnMz+/fs5cuQIt2/fJjY2FpPJxLx58wpjuSwuX75s3q5SpYpVx1SqVMm8HR4ebvVazZo1IzQ0FIC//vqLUaNG5Th+8+bN5m2TyURiYiIuLi4Wx+r1evR6vflxbGys1XGJ4uHU6lmS/9sEqgn90dU4teiP4pD1/2/t2rVZMH8er7/xJqf+GIlfu2H41A1AyUNFCVVVCb+wi5B98/Bwc2b2/HnUrl37fiwOGvo95k27um6sOBjFyWupVVauhCUzdd0tWtd2pW8Lb7xcS2WOlRBCCCGEEEIIIcRDITn6jk3nUzRyrkgIIUTxCVryMSnYcca+GRFaX4zYYVK06HHKklhRHCqUcaZOJU+G96mfp2s6QojSwaa/KaekpPDFF18wc+ZMIiIizM+rqoqiKFmSK86dO8fhw4cBCAgIwM/PzyZxpE9CsLbtiLv7/fYNCQkJVq/Vr18/NmzYAMDXX3/Niy++SNmylvszhYWF8eWXX2Z4Lqfkiq+++opPP/3U6lhE8dN6VsChQReSz2xFTYpHf/wvnFo9a3Fs7dq1WbVyBVOmTGXTpmmEn92Kb6NelKnRCo02+2xHkzGFyMsHuXtqA7Gh5+jV60nGjv0g2691Xw973uhajnM3dfx5IJLQqBQADlxK4PiVRHo29aTLox7Y22kK/gkQQgghhBBCCCGEEEUqOc52rT3cqjXGzrngLWyFEEIIayXHhhN76SjGZB2qMYXwkzv5xHu2zdfRahTstBr0KUYCmjxC1+aVsbdTsNNoMJhMeLs54uJkhwIoioKipPuIgrOjlrIeTjaPSwjxYLFZckVERARdu3bl5MmTQGpCRW4qVKjA+PHjuX37Np06dWLbtm02iSV9coSTk3VvdOnHJSYmWr3W4MGDmTx5MteuXSM0NJRu3bqxfPlyatXK2GfpwIEDBAYGcvPmTezs7DAYDAC4urpmO/f48eMZPXq0+XFsbKzVlThE8XFq/RzJZ7YBKklHVuLo/zSKveUWHJ6ennz11Zf06tWT+QsWcnzztzi6eOBSvh6uvjVx8qqIRmuPyZhCUnQoCWHBJN45jz4xlmb+zRk6fjrt27e3Kq76lZz5qF9F9pyLY/2xaBL1JvQGlTVHotl3IZ6BrbxpUtVFMi2FEEIIIYQQQgghHnB2bt4oGi2K1u7eR/vUba0WRZP6UaO1N28rWjucy1fD76mcq/IKIYQQthQbfIwTXw7EpL9/XW6r09NWH//041Xx9XTi8UfLY6/VYG+nwU6rwcXRDjutBjutYv4o1z6EELZgs+SKvn37cuLECSA1UWHAgAG0atWKnTt3snr1aovHeHt7M2HCBN5880127tzJwYMHadWqVYFjSUpKMm/b21vX70ir1Vrczo2DgwPLli0jICCA5ORkjh07Rv369encuTONGjVCo9Fw4sQJtm/fjslkYvjw4axevZq7d+9iZ2eHs3P2vaAcHR1xdLR8UV6UXNoyVbCv14GU87tRE6PRn/obJ/+cfxlo37497du3JygoiE2bNnH69BnOnN1AfNz9Kixu7h40bNCARzs/Q8+ePbMk8FgVm0ahU0MPHqvpyvqj0ew5H4eqQnicgdnbwqhX0Yln25ShordDnucWQgghhBBCCCGEEPl3J0rH34evExmrx6SqqGrqDWwm88fUbTI8B1uOZG5xrNBu9rnieAlCCCFEnoTuWIJJn4gBLQbsMSpaTjhYd52wac2yjHuhaeEGKIQQmdgkueLPP/9k//79KIpCo0aNWLdunbnFR0RERLbJFQCBgYF88MEHJCQksHz5cpskV6RPWNDr9VYdo9PpzNvpW4RYo02bNmzbto3nnnuOW7duYTAY2LJlC1u2bMkwrl+/fnz//fcsXrwYAA8PjzytIx4cTq2eJ+X8bgCSDv0Pxya9UHJo9ZGmVq1ajBgxAkj9A9nf39/cVmfvnt02y6x0c9LyQtuydKjvzv/+jeTCrdSEpPOhSXy+KpQO9d3p4++Fq5P1iUZCCCGEEEIIIYQQIn+Sko0M/2Evd6J0uQ8WQgghHnA3ty/i+l8ziAiP4He30Vyxq42qZN+6vMdjlbG7V5nCXquhoo8LvVr6FWHEQgiRyibJFcuXLwdSKy2kT6ywhqOjIx07dmTDhg0cPHjQFuHg5na/L6C1LT7Sj8trcgVgrjrwyy+/sHr1as6ePUtsbCzlypWjcePGBAYGMmDAABISEsyJHHXq1MnzOuLBYFeuBva1WpMSdAA1LpzkM9twbNwzT3Ok9vJSzMkVhVGyqlIZB97pVZ4TVxNZcTCKiHgDJhV2nY3jcHACfZp70b6eO1qNlMsSQgghhBBCCCGEyA81tQQFoKKaTPc/qiZQVVRV5czlSJslVtiTbJN5hBBCiMKgu3uNSwvGArDbeQCX7evmOH7Mc43p3656UYQmhBC5sklyxaFDh1AUhR49euQpsSJNzZo1AQgODrZFOJQtW9a8ffv2bauOuXnzpnm7atWq+VrXxcWFd955h3feeSfbMadPnzZvN2nSJF/riAeDU+sXSAk6AEDSgeU4PNoNRVPyKkEoikKz6q48WsWZradi+ftkDMkGlQS9iT/+iWTvuTiebVOGuhWzb2EjhBBCCCGEEEII8bBJSYjm/C/vEH3uH1RDyr1ECVOGj6gmq+a6aFcf3N+xSVxv638CBv8/e/cdH0Wd/gH8M7M1W7Kp9FATagABBVGCICASu2AvZzspil7xKHe/EzvgWU49UTwF9MQKWKgK0kQERBBMCITQIaGkbpLNtpn5/bHJJpuesCXl83698sruzHdmnkVJlt3PPo9fzkVERNRQiqKg6EQKXNZsKLIERZKgyG7v7exf18IFNY6qe+FH/TV1nq9P54jAF01EVE9+CVdcuHABANC7d+9GHV/WaaKgoMAf5aBXr/KU2/Hjx+t1zIkTJ7y3+/bt65c6qrN7927v7cGDBwfsOhR66va9oe4yGO4TeyAXZMF5cAt0fa8OdVk10qhFJA+KwPCeJny1Kw+7jhQDAM7kufD6mnMY1NWAicMiEWOue7wJEREREREREVFLd3zFq9ix7wSOqUdDUqmgQKjyBe9tQBEEKPC0PK+8zipG+pxbozgw2LkDglK2Qi49CyCW3hagQCjtiCFAQbicj/6uX9Fr/D3B/YMgIiIqJbtd2Di5H9LlbigWTFAgen6Llf4OVCDADQ3WRb5dr/M9ktwbfTpH1r2QiChI/BKuMBqNcDqdcDob13KurLuERuOfN2179uwJlUoFSZKwb98+SJIElar2jgEVQw+B7CixYsUKAIAoirjhhhsCdh1qGvTD70bRiT0AAPuOT6HtMwpCLXPDmoJIoxoPjY7FVX3N+OLnXJzI9vy93nvcht9P2TCuvwXjB1qg1zTtx0FEREREREREFEgb0x1Y4qduE5WFKTbcbPukQccIai1iLhuP+HufC0hNREREdfli9v14w/CvRh9/1+geeODantCqRei1fnkLk4jIr/zyk6lr167Izc3Fjh07GnX8li1bAADt2rXzRznQ6/UYPnw4tm3bhsLCQuzevRvDhg2r9ZhNmzYB8IQeJkyY4Jc6KktPT8fWrVsBACNHjkT79u0Dch1qOjRx/aHu2A/uM6mQc07Clf4TtL2SQl1WvfRoq8fMm9pjx+EifP1LHqwlMtwSsPa3AmxPL8KtQyMxtIcRgiCEulQiIiIiIiIioqD7taRxo4XrwxQRhStfPlj6IR0BEEUIACAIgCB6Xo8RREAQPGsEga/REBFRSLkdNrxhv7PRx4sCMHZIR4QbtH6siojIv/zy0fPrrrsOAPDzzz9j+/btDTp22bJlOHLkCARBwJVXXumPcgAAN910k/f2okWLal17+PBhb91JSUmIjY31Wx0VzZgxA5IkAQCmT58ekGtQ06Mffrf3tn3HZ1AUJYTVNIwoCLiipxnP3tYJ1wwIh6r0J0aBTcLizdn418qzOHHBEdoiiYiIiIiIiIhCwKnU3in3Yoy/IgEaYwTUhnCoDWao9Uao9EaodAaotHqIGh1EtQaiSg1BFBmsICKikCvIK2j0seOGdMQrky9H3y4cAUJETZtfOlc8+uijeO2112Cz2XDnnXdi06ZN6NGjR53H/frrr/jjH//ovX/XXXf5oxwAwH333Yc5c+bAZrNhyZIlmD59OhITE6td+7e//c17e8aMGX6roaKXXnoJ33zzDQBPgOPWW28NyHWo6VF3HQJVu56QzqZDOp8B97FfoOk+NNRlNUiYVsStQ6NwZS8zlu/Mxf6TJQCAo+cdmPtNFq7oacJNl0bAYmCbLiIiIiIiIiJquRRFgS3zMBy5WVAkl8++HhYXevfuDkEQIAieD62g9LvnpgBRhGc/fPeLAoDS7z07RWDUQHa8JSKipkWRZdizT8FpzfZskGUoigwoCqDIyD6fXe1xA7pHQRQF7+9DlejptqQSBfSOi8B94xKg1wYusEhE5E9+eSe0Y8eOeOmll/Dkk0/izJkzuPTSS/F///d/ePDBB6tdn5KSgsWLF2PBggVwOp0QBAFjxozBNddc449yAABt27bF448/jpdffhlOpxM33XQTVq5cib59+3rXSJKEWbNmeUMPI0eORHJyss95HA4H7r77bnz//feYMGECPv74Y2i1vi2JPv/8cyQmJqJfv35V6sjOzsaMGTOwePFiAEBkZCTee+89vz1OavoEQYD+8rtQ/PWzAICSnz+ButtlzfITBW0tGky7pi1ST5fgyx25OJvveRFhe3oR9hwrxoRLInB1Yjg0qub32IiIiIiIiIiIaiM57fjxoa7l901/AjTl+5M62jH53sFBr4uIiChQCo/tQ86+jcj57QekHsvGKXV32AQjZKggCyJkeL4UiLALekA33Of471+8GuZwc4iqJyLyP799zHz69OnIzMzE/PnzYbVaMWPGDMycORMmk8m7pnv37rhw4QJsNhsAeMcj9O7dG5999pm/SvF67rnnsGXLFuzcuRNHjx7FgAEDMGHCBPTp0wdWqxXr1q3DiRMnAAAdOnSotob//e9/WLFiBQDgyy+/xPjx4/Hwww/7rFm7di3uvPNO9OvXD8OGDUO7du1QVFSEw4cPY8OGDXC5PG9AGwwGfPvtt+jdu7ffHys1bZr4yyHGdIWcfRxSZhrcp/ZB0/mSUJfVaP06haH3rR2w+UAhVu3JQ4lTgd2l4Ktf8rDtUCFuGxaF/p3DmmWAhIiIiIiImp6KH5QIJEEQkJqaGpRrEVHzs+tvdYw05usgRETUguSnbcfPc+/HcVU3bNDfiMzwzg0+h1avC0BlREShU+9wxdatWwEAXbt2RefO1f8AnTt3LgYNGoTHH38c2dnZUBQFhYWF3jdYT5w44Q1UlLnjjjvwzjvvICIiopEPoWY6nQ6rVq3CPffcg++//x6SJGHVqlVYtWqVz7rBgwfj888/R/v2dbfbq+3N4tTU1BpfhBk+fDg+/PBDJCQkNOxBUIsgCCLCLr8TxavmAQDsP3/qE664cOECsrOrtswq+/uiKArS0tKq7I+JiUFsbGxgiq6DShQwJjEcQ3sY8e2vedh2sAgKgAtWNxasP4++nfS4bVgU2kdq6zwXERERERFRbQ4ePBjw8LaiKAyIExGyNn+CU+sWwlVwAbLkhlL25XbWeaw+Ji4IFRIREQXH3i0b8C/zcygRjY06Xg03tBpN3QuJiJqReocrRo0aBUEQMGfOHDz99NM1rrv99ttxww034MMPP8S3336L7du3w2q1everVCokJiZi5MiReOSRR9C/f/+LewR1iImJwbp167B8+XIsXrwY+/fvx/nz59GmTRv07dsX9957L+64444qoz7K3HfffVi7dq13LMi9995bZc2cOXPQq1cvrFmzBidPnsT58+dhMBjQsWNHXHbZZbj77rsxevRoiKIY0MdKTZum10iIP/0Pct4ZuE/+BveZA1B39Hz6atmyZVi4cGGNxyqKgrvuuqvK9smTJ2Pq1KkBq7k+zGEq3DMiBiP7mPHFz7k4fNYBADhw2o7nz2RiVF8zrhscAaOOM9OIiIiIiKjxKn9Yg4jI32xZR3Do/b80+nh9TEc/VkNERBRaW85GNjpYAQBX9Y1keJmIWhy/jQWpKCwsDFOmTMGUKVMAAMXFxSgoKIDBYIDFYgn6D1NBEDBp0iRMmjSpwcfqdDosX7681jXdunXD7NmzMXv27MaWSK2AIKqgH3YHbOteAwDYd3wK08TnAQCTJk3CqFGjqhwzbdo05OXlITIyEgsWLKiyPyYmJqA1N0RctA5/ua4d9hyzYfmuXOQWSZAVYGNqIXYdKcaNQyIxopcJosgnU0RERERE1DDHjh0LdQlE1AoUn6raNbQ2EX2vBA7nBqgaIiKi0CqWau46MSKxHUxhaqhEAWLpl6r0SxQEdGlrRvIwdnQiopYnIOGKyoxGI4zGxqfbiFoKbd8xsG//GLL1PFxHd8F9LgPqtvGIjY2tdryHprRllkajQZ8+fYJdboMJgoAh3Y3o3zkM6/dbsW5fAVySgiK7jE9+ysHWNCtuHx6Nnu31AauhphErdQnliBUiIiIiIqpdly5dQl0CEbUCCurukJOl6ohdYVfD3flyHD5TGISqiIiImo6RA9rh7jHxGNg9OtSlEBGFRFDCFUTkIajU0A29HSUb/gMAsO/4DKab/i/EVfmfVi3iusERGN7ThK9+ycMvR4oBAKdzXXht9VkM7mbAxKFRiDb7/0dQXSNWatIURqwQERERERERUdOhi+mEfo+/B0GlhqDWoNgl4MV3MlBkl4AsAHCFukQiIqKA+PyzldiW395n24T25/D0H28KUUVERE0DwxVEQabrPx72nz+BUpwLV/o2SDknoYruHOqyAiLKpMbDo2NxVR8zPv85F6dynACAPcds+P1kCa4ZEI5rBlig04h+u2ZLGLFCRERERERERKGn0oYhPH6w9/6K79M9wYoamMNqbp9ORETUXOzf8xv+/ZMc6jKIiJokhiuIgkxQa6G/bCJKNv8XgAL7js9gvG5GqMsKqPh2esy+qT22pxfhm915KLTLcEkKVu8twPb0Itw6NBKXdjdCEISLvlZLGbFCRERERERERE2Hoih4Z2Vajfs7xhhwRb+2QayIiIgoMPb8dghA1dHeFgPfUiQi4k9CohDQDbwO9p2fQymxwpm2Cfor7oUqskOoywooURQworcZQ7obsXpvPjamWCErQF6xhA82ZWPzgULcMTwKnWN0oS6ViIiIiIiIiMhHbqGj2u2z7hwIi0mLy3rGwsjOFURE1AK4nC5UDleEKwW4ccIVoSmIiKgJaXC44tlnn8Wzzz4biFogCALcbndAzk3UlAjaMOiG3AL7tg8BRYZ91xcwjv9TqMsKijCtiEnDojCilxnLduYi5VQJAODIOQfmfp2FK3qZcNOlkQgPU/ntmoqiQJY9bcxkWYaiKH7pkkFERERERE2L3W7H0qVLsWrVKvz+++/Izc2F3W6v9/GCIKC4uDiAFRJRU3dW7IDduitRLJghOC34+oNdcEsKShxVX7OcffcluHF4lxBUSURE1HBuWyEKDu+CVFIERZbKvyQJkCUoshuKLKMwKwvAAJ9jP/vnOES2bR+awomImpAGhysURQlEHUStjm7QjbDv+hJw2uBMWY+wK+6BaK46zqKlahehwePj2+L3UzYs25GLcwVuKAB+OlSEX48W47pBERjdLxxqVeNCEBkZGVizZg1SUlJxIC0NRYVWAEB2djaSRl6Fvn36IDGxH5KTkxEfH+/HR0ZERERERKGQmpqKW265BUeOHPFua+hrGAxhE7U+py4U4ZeDF2BzuHHykIyVljnlOyUAv2XVeOxVA/gmExERNQ/2nDPY8swdOFQUAYeggwQVZEHl+Q6xwm0VTqh7ABWaMSWGnWWwgoioVIPDFSqVCmp1YKaJ8EUMak1EvQn6wTfBvuNTQHbDvmsZDGOmhrqsoOsfZ0CfDmHYfMCKVXvyYXcpsLsULN+Vh22HCjHp8ij0jzPU+3xbt27F4sVLsHfvHugM4TC27Y2IvtehnaUDRLUGstsFe0EmMs4fwb7PlmHRokUYNGgwHnroQSQlJQXwkRIRERERUaAUFBTg2muvxZkzZ6rdLwhCtUGLstch+EESotbj8OkCLFp3CGdybDh8uqDR51GJAnQa/3XdJCIiCqTff/gW/5KnoNhkbvCx/HVHRFSuwSmJf/7zn3j66acDUQtRq6Mbcgvsv64AXA449q+F/vI7IRojAbSuURZqlYCx/S0Y2sOEb37Nw/ZDRVAAnCtw4+3vziMxLgyThkWhXUTNs0vz8/Mxf/58rF27FuEd+iJh/FOI7D4MoqrmY2TJhbyjO3Hk9zWYPn06JkxIxqxZM2GxWALwKImIiIiIKFDefvttnDlzBoIgwGKxYPbs2bjxxhvRpUsXXHrppUhLS8PLL7+Mp556Ck6nE8ePH8dXX32FV155BW63GwsXLsTtt98e6odBRH6y/tfTWPHjcRQUOyHJCmRFgSQpcMsyLuTXf1RQba4dGge9lu82ERFR87DtBFAsNjxYAQDmyBg/V0NE1HwFpgUFEdWLaLBAN/A6OHavANwOpH77X2y6oEdqSgoOph1AQWERAM8oi1Ejk9C7T1/0S0xssaMswg0q3JcUg6v6mPHFz7nIOOcAAKScKsGB02dwdb9wXDc4AmFa0ee49PR0TJ32GKxFJegx9knE9BpVryCKqNIgOmEEouKvRPahzdiw6QPs+uUXvPvOAiQkJATkMRIRERERkf+tWrUKAKDRaLBlyxb079/fuy8+Ph5paWnIyMgAAGi1WvTs2RMzZ87EvffeizFjxuCuu+7CuXPnMH369JDUT0T+cyzLijkf/gp/NaR5ZEIvqFQC1CoRKlGAShQQF2vCZb1bz2hXIiJq/gqdYt2LajBuzDA/VkJE1LwxXEEUYvrLJmHzyi/wWYoV+89/AkuYGonRatzaTYVOZgu0KsApAacL3UjP3I/lv+/BokWLMHjQJXjwoYdb5CiLzjE6/PX6dth9tBgrduUhr1iCrAAbUqzYmVGEmy6NxBU9TRBFAenpIRyLVAABAABJREFU6Xjo4UcghMWg/53zoTVFNfh6giAgtvdoWDoNRPrq5/HgQw9j8aIPGLAgIiIiImomDh06BEEQcMMNN/gEKwBPuEJRFG+4oqKOHTtixYoVGDhwIP76178iKSkJl1xySZCqJqJASDuZ3+hgRY8owHB2N1SKG3HSMYyOysTw5K3+LZCIiCgEJNn3l2O42on4bh2gVnmCg2UhQrVK9G7TaVQY1qcNRg5oH6KqiYiaHoYriELIM8riX1i7MQf9YzV4eoQFIzrpoFHV3HXBJSnYdtqBr9LTMH36dCRPmICZs2a1uFEWgiDgsh4mDOxiwHf7CvD9fitckoJCu4yPt+Vga1ohJvRT4alpj0EIi0Gvm56DWme6qGtqTVHoffPzOPj1PzFl6jSsWL6sxf25EhERERG1RIWFhQCAXr16VdlXFpquLlwBAH379sXYsWPx3Xff4a233sIHH3wQuEKJKOAaEqzo2yUCD4zvBaNejb5dImH9bQ0OvPlf736VwA9dEBFRyyBV+v04JCIXLz1xW2iKISJqxhiuIAqR9PR0PDZ1CkqKrJg9PBzjuunrNcpCoxIwuoseozrrsP6YHW9tXI9fdu3EgncXtshOC1q1iBuGROKKnmas2JWLX4/ZAAAnc5x46v9eQ0GhDQPumn/RwYoyap0JPa/7J37/7AnMmzcfc+e+5JfzEhERERFR4JjNZuTn56OoqKjKvrKRimfOnEFJSQnCwsKqrBkwYAC+++47bNmyJeC1ElHgSLKCgmKnz7aOMUZMv7kfRFGAWhQgigLkkgLEivmI0UvIS/0fHLlZOA7AlpkekrqJiIgCzXbhDIDyDhQqse73IoiIqCqGK4hCID09HY889CDa6txYkByBGIOqwecQBAHXdA/D4HZazN5aiIcffAAfLF7SIgMWABBtVuOPY9rgqiw7vvg5B7/v+Rk56VvRY+yTjRoFUhutKQqdRzyMtWvfQHLyhBY5eoWIiIiIqCXp3Lkz8vPzcezYsSr7yrpZyLKM3bt3V/v83mbzhLgzMzMDWygR1Vux3YX9R3Nhc7ihyICsKFAUBbLie1uRPd+/2HQYx8/bqpxHPH8Q4ltToMgSnJIbiuQCAJwu/SIiImrpUtd+ip9xqc82hiuIiBqnQeEKpbEDC4nIKz8/H49NnYK2OjdeuzocJq14UeeLMajw+tXh+PNGK6ZNmYxlK75q0aMserbX4+83d8Ckz1fC3L4PYnqNCsh1YnqNQvaB9Vi0eAnDFURERERETdxll12Gffv2YcuWLZAkCSpVeYC9U6dOiI6ORm5uLr7++utqn99v374dAKDT6YJWMxHVbMOvZ/DPJbv9ci5FdkOyV+1qUx9qY4RfaiAiIgqlRZuzAPTw2aZWN/wDn0REBNT7Xd1NmzZh06ZN+MMf/hDIeohavPnz56GkyIqXRpovOlhRxqQVMXekGSVFVsyfN88v52zKjh49gqOH9qHdgOvqNUqlMQRBQGz/ZOzd82uNs5mJiIiIiKhpmDhxIgCgsLAQH3/8cZX9EyZMgKIoeO+993DgwAGffa+++ir27t0LQRDQr1+/oNRLRDVzS7LfghUAECudbfSxHcc+4Lc6iIiIQuWs01hlW7eE+BBUQkTU/NW7c8VVV10VyDqIWoWtW7di7dp1mD08vFGjQGoTY1Dh8cEGzFu7FhOSk1t0t4U1a9ZAZwhHZPdhAb1OVPdh0BnCsXbtWkyfPj2g1yIiIiIiosYbN24c4uPjkZGRgWeffRYTJ06EyWTy7p8+fTo+/vhj2Gw2DBkyBGPGjEGbNm2wf/9+7N2717vujjvuCEX5RK2KwyVhyXfpSDuRB7ekQJIVuGUZKcfy/HodUZHQ1X0Y15Z8Ves6bURbyG4X3EW56HLTn6E2WqA2hCM84VIYO/b0a01EREShoKDqBxRvve6KEFRCRNT8NWgsCBFdnCWLF6F/Gx3GddMH5PzXdNNj9VEHlixe1KLDFSkpqTC27Q1RpQnodUSVBoa2vZGSkhrQ6xARERER0cURRRHvvvsuPv30UwDA5s2bcf3113v3X3bZZfjzn/+M119/HU6nE2vXrq1yjksuuQSTJ08OWs1ErZHDJeHuFzciM8fWoON0SgkipWwIUKp8iZAhKJ7bgAKjUoTrbF+i98hkiGo12gxfAkGlgSCKEEQ1BJUagihCHxMHlb7qJ3mJiIhaGkXxvT91sANhOr49SETUGPzpSRQkGRkZ2LP3Nzw9whLQURY3x+vx/E97kZGRgfj4ltfaS1EUHEhLQ0Tf64JyPWNsD6QeWA1FUQL2342IiIiIiC7e1VdfjauvvrrG/a+++iratm2Ll156CVar1Wffrbfeiv/+97/QarWBLpOo1ZJlBX9e8HODgxVmuQCzC2ZAEEQIogiIKgiCCAhC6TYVIIqef7MLIoydeqPng6tgaN+j7pMTERG1ApWyFeDL3EREjcdwBVGQrFmzBpYwNUZ00gX0OklxOljC1C12lEVxcTGKCq1oZ+kQlOvpIzqgqNAKm80Go5GfaCEiIiIias5mzJiBJ554Ajt37kRmZiYMBgOGDBmCTp06hbo0ohbvxLlC7M3IadAxGsWBZNuXuGrJKYjqwHavJCIiai34IUIiosZjuIIoSFJTUpAYrYJGFdgnLhqVgH7RaqSmpAT0OqHicrkAIGgvqpSNHim7LhERERERNW96vR5XXXVVqMsganWK7O5qtz8wvifaRYZBpRKgEkVYL5yF64vHoVPsiJBzoQH/PU5ERHQxKneuEBmuICJqNIYriIJAURQcTDuAW7sF569czygVvjqQ2iJHWWg0nrCD7A7Oiyuy5LnOpgM2JMRp0Tlah3CDKijXJiIiIiIiImru7E4Jm/dlYvehC1X2vf/XJPTrGuWzzZblxK5PTwSrPCIiohZPUSq9R9DC3jMgIgomhiuIgqC4uBgFhUXoZLYE5XpxZjUKCgtQeOogTLEdIejNLSZkYTQaYTKHw16QGZTr2fMzodaZsS7Vge8OnAcARBhU6ByjRVy0Fl1idIiL0SLCoGoxf8ZERERERERE/jLnw93Yuv9sle0GvbpKsEKyF6Pk3LFglUZERNQqVO5cwVexiYgaj+EKoiAoGymhDVLDA03pdXI/egKSTgRENQRjBERDJERjJARj6Xfv/SiIxgiIxihAa2jSIQFBENC3Tx8cPn8kKNcrvpABY5vuPn8m+TYJ+SdLsP9kiXdbeJiIuGgdOsdoPV/ROkSZGLggIiIiIgqG5557zm/nevrpp/12LqLWxuGSsHrnSfyUcg46jQpWmxO/pmdXu1Yj2XDo/b9CkdyQJTfOb18e5GqJiIhahyrhCr5mTUTUaAxXEAVB2SgLpxSc67lKr6MRSzfIbiiF2ZAKs1FnCSoNRGOUJ4xROYBhiKiwLwqCNiyAj6JmiYn9sGfpF5AlF0SVJmDXkSUXCjPTMOm2Sbh6VAxOZjtxMseJk9kO2F2+T0mtJTJST5cg9XR54MKoE0uDFlp0jvEEL2LMaj55JSIiIiLys2eeecZvz7MZriBqnH1HcjDl39vqvT6xcCuyNn8ZwIqIiIjIw/d5sijy9WkiosZiuIIoCIxGIyxmE04XuoNyvVOFboSHaWEZOA6KLR9KcR5kWz4UWz6gyLUfLLkgW88B1nN1BzE0OoiG8rCFbxijUncMjc5Pjw5ITEyE27EIeUd3IjphhN/OW1nu0Z1wO4owbMhADI03YWi8Z7usKMi2ur1Bi7LQhc3h+2db7JCRdsaOtDN277YwrYDO0Z5RIl1itIiL1qGNRQ2RgQsiIiIioouiKJU/k1c7QRCqHMMgNFHjLf4uvV7rhts3oqv7CBJdv9ZrvaFDAkR14D5YQURE1NJVeZbM57xERI3GcAVREAiCgN59+iI9c19QrpeeK6HvgEEwXTfDZ7siS1BKrJCL80oDF6XfK9wvu62UFNR9IZcDckEWUJBVdxBDa4BYZRyJ733P7QgIam2tp0pJSYFaJeLc/pWIir8yIC+AKoqC8/tWQq0SkZKSgtGjR3v3iYKANhYN2lg0uLS70bs+p8iNU9lOnMh24lRp8KLQ7hu4KHEqOJRlx6Gs8sCFTiMgrqy7RbRnrEg7i4YJYiIiIiKiepo7d26911qtVqSlpWHDhg0oKipCdHQ0pk+fDp3Of4FwotYou8Be55rBju24seTzep1PbbDA0LEnEu5/8WJLIyIiatUqZ5D5sjMRUeMxXEEUJP0SE7H89z1wSQo0qsA9e3FJClJz3Jg0PrHKPkFUeQMNdVEkN5SSgmqCGLmQi/OhFOd6umEU50KxF9VdmNMG2WmDnHemzqWC3lQlgCEaoyCUjiVJ2bMLCREi0rIOIfvQZsT2Hl3nORsq+9BmWM8eQp9oDVJTUuquWRAQY9YgxqzBoG7lgYt8m+TpbFGhw0WBzTeK4nApyDjrQMZZh3ebVi2gU5QnaOEZLaJD+0gNVHzmS0RERERUxcyZMxt8TGFhIZ5++mm88cYbWLZsGVauXIkuXboEoDqi1uuOUd0RY9FDoxYR5cqC+OH/qqxpd9Vd0JijIajUEFVq6GPiEDvsBqh0hhBUTERE1PIolcaCsHMFEVHjMVxBFCTJyclYtGgRtp12YHQXfcCu8+MpBwpK3JgwYcJFnUdQqSGYoiGaoutcq7idUGz5kG35kItzq3TD8Nz37IPTVvf57EVQ7EWQc09V3acoOHjgAib2NqCDWY2tW9+DpdNAaE1RjXqc1XEW5eLk1vcwpqseceEqfHUgFYqiNLhDhiAIiDSqEWlUY2CX8heFCmxlI0U8X6dyHMgt8g1cON0Kjp534Oj58sCFWgV0jNKWdrfQoXOMFh0itQEN6xARERERtVRmsxmvv/46oqOj8fTTT+OGG27Ajh07YDDwDV0if3jugSEYN6ST937+wfP4Db7dHS9/Yw/00R2CXRoREVGrxhHVRESNx3AFUZDEx8dj8KBL8FV6GkZ11gVslMVXh+0YMngQ4uPj/X7+mghqLYTwNhDD29S5VnE5qh1HUna/fFsu4HJUOd7mVmB1KuhkVuOmngbsWZ2H9FXPovctL0KtM130Y3E7ipC+6lmYVC48cWkkdmc5UVBYAJvNBqPReNHnBwCLQY3+BjX6x5W/aFtYInlHiZQFL7IL3b61ScCJC06cuOAE4OkWohKBDpFl3S08oYuOURpo1aJfaiUiIiIiaun+/ve/48MPP0Rqairef/99PPHEE6EuiahFyd77PTI++gfsF3w/QKHSmxisICIiCoJKU0EC8t4EEVFrwXAFURA98OBDeOKJJ7D+mB3XdA/z+/m/P2ZHynkH3vrnQ34/t78IGh1UlnaApV2daxVniU8AQy7Og/1cJvDFO9CqAItOxCujw/HEhtM4+NU/0PP6ORfVwcJZlIv0Vc9CsZ7GK2MtCNeJ0Kg8+1wuV6PPWx/mMBX6dgpD307l/18UO8oCF07vaJHzVt/AhSQDp3KcOJXjxE+l20QBaB+h8Xa3iIv2fOk0DFwQEREREVUmiiLGjx+PBQsWYOnSpQxXEPmJ9chenHP8grQFU0NdChERUatWeSwIwxVERI3HcAVREI0cORITJlyLtzZuwOB2WsQYVH47d7ZNwn/22JA8YQKSkpL8dt5QErRhUGnDgMjyT7KYi4oAvANn6RSN7pEavDnWgqc2ncHvnzyGziMfRUyvUQ16gqgoCrIPbcbJre/BpHLhlbEWdI/UAABcpdcp+fhxqGI7QoxoD1VEe4gR7SFa2kOMaAdRb/bXQ/Zh1KnQu0MYencoD1yUOGWcznHiRLbDG7w4W+CCUiF+LCvAmTwXzuS58PNhzzYBQNsIDbqUhi06x+gQF61FmJaBCyIiIiIii8UCADhy5EiIKyFqvqSSIp/7p9cuRJprd43rw9p3D3RJREREBPi8dgwwXEFEdDEYriAKspkzZ2H3rl2YvbUQr18dDpMf3twucsqYvbUQYaZwzJw1yw9VNl1GoxEWswmnK4zM6B6pwZLrIvHm7kL8sOENXEhdhzYDbkBU92EQVZoazyVLLuQe3Ynz+1fCmnUIY7vqMf3SSITryv+bnCp0I1wrQGc7D/fJC8DJ36qcR9CZPGGLiHYQLZXCF+GxEET/hWjCtCIS2uuR0F7v3eZwyTidW6HDRY4DWXkuyBWeNCsAzua7cDbfhZ0Zxd7tbcLV3g4XnaO1iIvRwqjzX71ERERERM1BWaiipKQkxJUQNV+uwhwAkfVaa+iQgJ4PvhzYgoiIiKhazFYQETUewxVEQRYREYEF7y7Eww8+gD9vtGLuSPNFdbDItkmYvbUQ5x1qfLB4ofcTVy2VIAjo3acv0jP3+WwP14n4vystGNtVj08OHMfv370Crd4IY7u+MLaJhz6iA0SVBrLkgj0/E8XnM1B89gCc9mL0b6PD3aMicHlHXZXrpee60bNdOES9CYqjuMp+AFAcRZDOHYZ07nA1BYsQw9t6wxcqS/vy2xEdIOiMF/1notOI6NFWjx5tywMXTreMM7kunMx24GSOE6eynTiT54Qk+x573urGeasbu4+WP7YYs7pC2EKHLjFamPQMXBARERGFiqIoKC4uhsvlgkajgdFo5KfN/OjMmTNYvXo1BEFA+/btQ10OUbOlyO4616hNUbjirb0QNVX//U1EREQNl5uyFbn7foDkKIEiuUq/JCiSC7LkhuJ2QZZHAxU+4ykI7GZMRNRYDFcQhUBCQgI+WLwE06ZMxoNr8jF9sAHjuukbPMri+2N2/GePDWGmcHyweCESEhICWHXT0S8xEct/3wOXpECj8v0zu7yjDpd31OFYvhs/HLcjLWc/Dv22F8XO8hd5jFo1ekWp0KeHGmO6RqNbRPU/Cl2SgtQcCZPungTL449DsRdCLjgLOT8LUn4W5IIsyPlnPd+tFwBFrnoSRfbsL8gCTlTdLejNpV0u2lUdN2JufNcLrVpEtzY6dGtT/oKVS1KQlefEiWxP2OJkjgOnc51wS77HZhe6kV3oxp5jNu+2SKPKp8NF5xgtLAb+CqnLhQsXkJ2d3eDjYmJiEBsbG4CKiIiIqKkre/5w6tQp/PTTTzhyJAPHjx1FUXF5RwWTMQxdu3VHjx7xGDp0KGJjYxEXF4fu3dliv6HS0tJwxx13oLi4GIIgYNSoUaEuiajFUBssMJh6QlBpIKhUMLTtjq6TZjBYQURE5Cc5v23A76/cW+c6JXyUz33mtImIGo/vjBGFSEJCApat+Arz583D3LVrseqoAzfH65EUp6sSGKjIJSn48ZQDXx22I+W8A9clJ2PGzJktvmNFRcnJyVi0aBG2nXZgdBd9tWu6RajxyCUmAJ4gSolbgUsGNCIQphbqFWT58ZQDBSVuTJgwAYIgQAgLhxgWDrTrWWWtIrkgW897wxZSfhbk/CzIBWch5WcBTls1VwAUeyGks4WQzqbDVXmnqCrvelEpfKGKaNfgrhcalVAakCh/IUuSFWTluXAyx+EdK3I61wmn23cQX16xhLxiG/adKH8cFoPKG7QoC15EGFT8FGUFy5Ytw8KFCxt83OTJkzF16tQAVERERERN3auvvorv162DDMCkETCgjQa39dCgk9kCrQpwSsDpQjcO5RzGD2sO4JtvvoEIYNLtt+Pzzz8Pdfkh89FHH9V7rc1mw+nTp/Hzzz9j69atkGVPSFoURfzpT38KUIVErU/bEbdh6F03h7oMIiKiFiv71+8AADIEyBBLv1SQhdLvFbZVpNYbQlEuEVGLwHAFUQhZLBa8NHcuJiQnY8niRXj+p72whKnRL1qNnlEqxJnV0KgAlwScKnQjPVdCao4bBSVuDBk8CG/98yEkJSWF+mEEXXx8PAYPugRfpadhVGddnW/mC4IAg6Zhb/grioKvDtsxZPAgxMfH17leUGmgiuwIVWTHas+llFi9nS6kso4X+ZmeThjWCwCUqieVJc+a/Mzqrxlm8XS4KA1biKUjR1QR7SGYouvV9UIlCugUrUWnaC2uKM2MyLKCswUuT9gix4lT2Q6cynHC7vKtscAm4XdbCX4/Vf4pSrNeROcYHeKitegSo0VcjBbRJnWrDVxMmjSp2k8/Tps2DXl5eYiMjMSCBQuq7I+JiQlCdURERNSU5OfnY/78eVi3bh0S2+hwa089RnSqO3i97bQDK9JL8MUXX0CjVuPNt95CVFRUECtvGh544IFGPedUFM9zXEEQ8J///AeJiYn+Lo2IiIiIKCCK7S78zzgVBzX9IQv174BsaMeOd0REjcVwBVETkJSUhKSkJGRkZGDt2rVITUnBVwdSUVBY4F1jMZvQp+9ATBqfiAkTJtTrDf+W7IEHH8ITTzyB9cfsuKZ7mN/P//0xT2eQt/750EWfSxAECAYLRIMFaN+7yn7F7YRceAFyfiak/LPejhdl9+EqqeasgFJSAKmkAFLWoWq6XqghWjxdL1RlY0a84Yt2ELQ1p5NFUUCHSC06RGpxeemkGVlRcMHqxslsR4XQhRM2p+8olEK7jNTTJUg9XV6zUScirmKHi2gtYsLVEFtp4EKWZe+nI8tuiyLnHBIREbVm6enpeGzqFJQUWTF7eHi9RwZqVAJGd9FjVGcd1h+z4z8rvsDGjT/gu+/Xo3///kGovGkpC0o0hCAIGDlyJF544QVceeWVAaiKiIiIiCgwfsiNwwFtw98nENWaAFRDRNQ6MFxB1ITEx8dj+vTpADwvDI4bNw7Z2dmIiYnB+vXrW+2n/6szcuRITJhwLd7auAGD22kRY6h/Mrcu2TYJ/9ljQ/KECUHpDCKotd6uF5Wf1nq6XhR4O11IBWd9xo0ohdmovuuFG3LeGch5Z+Cu7poGS2nYoh1UER0gWtqVBjHaQTDHQBB83+wXBQFtLRq0tWhwWY/y2rIL3T4dLk5kO1Hs8A1cFDtkHMy042Cm3btNrxG8QYu4GE+XizbhGohiy/p/vOpYEMEz1FDx/BkVFBTgnnvvAxQFFf87ciwIERFR65Geno5HHnoQbXVuLEiOaNTzWkEQcE33MAxup8Xft+ZjZNIIbP1xW6sKWMyZM6fea7VaLcxmM7p27YpLL70U7dq1C2BlRERERESBkWWvfmR2Xbq0Nfm5EiKi1oPhCqImShAE76fZRVFksKIaM2fOwu5duzB7ayFevzocJu3Ff/q/yClj9tZChJnCMXPWLD9UeXE8XS8iIBoigA41dL2wnvOMG8nPKg1elI8fgcte9aQAFFsBJFsBpKyDVbteqDSerhdl40ZKwxeqiPYQLe0gaMO8tcWGaxAbrsGQ7kbPeRUFecUSTmQ7cKo0dHEy2wFriW/gwu5SkJ5lR3pWeX06tYA4b9jCM1qkXYQGqmYcuCguLkaYwYgSWzFUOiPCO/SFsU089JYOENUayG4X7AWZKD6fAWvmAUgOz3qbzRbq0omIiCgI8vPz8djUKWirc+M1PzyfjTGo8NrV4fjLRivGXzMOKakHWs2IkIaEK4iocZZvPYb1v56GzeGGJCuQFQWyrECSPeMls+TYUJdIRETUKtizT+HYspdhv2AEdJ3qfVy4QYP7xiUgLpbhCiKixmK4goiarYiICCx4dyEefvAB/HmjFXNHmi+qg0W2TcLsrYU471Djg8ULYbFY/FhtYAhqLVRRcVBFxVXf9cKWDzk/q0LHC08AQ8o/C6Uou/qTSi7Iuach556uoetFhO+4kYj23vuCKQpRJjWiTGoM6loeuCiwSd4OF2WjRfJtks95HW4FGeccyDjnAFAIwNPqulO0Fp29Y0W0aB+hhbqW2eNNwYkTJzBlyhRkZWXB3K4XEpJuQGT3YRBVNbfckyUX8o7uxNl9K/G///0PP/zwAxYuXIi4uLggVk5ERETBNH/+PJQUWbEgOcIvQWEAMGlFvDTSjIfW5uCJ6dPx8dKlfjkvEbVOuw6ex/Ifj2Hr/rOhLoWIiIgAuO3F+PWf4+EqzAUMD/jsG902B09MuxNqlQiVKEClEjzfRRHq0tv8ECcR0cVhuIKImrWEhAR8sHgJpk2ZjAfX5GP6YEO9Z1SXURQF3x+z4z97bAgzheODxQuRkJAQwKqDQxAECMZIiMZIqDv2rbJfcTshl4YuKoYvPB0wzgJuR7XnVWz5kGz5kDLTqu5Uacq7XJR2uhAj2sMc0R79O7TDgC4R3qVWm4STOZ6gxakcJ05kO5Bb5Bu4cEkKjp134Nj58lrUItAxqixs4Rkt0iFKC00TCVysX78eM2fNhiBq0GPsk4jpNape/z+KKg2iE0YgKv5KZB/ajONb3sNNN9+Cl+fPw9ixY4NQOREREQXT1q1bsXbtOsweHu7XEXeAp4PFY4MMmPfJJ7j7nnuQnJzs1/MTUeuQlWvDX9/dAbdUzSjKeogy+LkgIiIiQsHBnz3BimpYIsLRjr+AiYgCiuEKImr2EhISsGzFV5g/bx7mrl2LVUcduDlej6Q4Xa1vuLskBT+ecuCrw3aknHfguuRkzJg5s1l0rPAHQa2FKrozVNGdq+96UZznE7Yo73qRBaW4+ifwnq4XpyDnnqr+msYob/hCE9EeCZZ26B3bHmJCewjGTih2yN6wxclsB07mOHHB6ts/wy0DJ7KdOJHtBFAEABAFT+AirkKHi05RWmjV/vkEaH2tX78eM2bOQlhkJ/S+YQ60poa34RYEAbG9R8PSaSAOrnwGf5sxE/96eT4DFkRERC3MksWL0L+NDuO6NW5Ocl2u6abHmqNOzJ83l+EKImqU1ON5jQ5W9HPuQe+YQX6uiIiIiCRniec7RGSqO/vsM3TsFYqSiIhaFYYriKhFsFgseGnuXExITsaSxYvw/E97YQlTo1+0Gj2jVIgzq6FRAS4JOFXoRnquhNQcNwpK3BgyeBDe+udDSEpKCvXDaDIEQYBgioJoioK6Y78q+xWXHXLBOUilgYuy8IWUnwW54CzgdlZ7XqU4F1JxLqTMA1V3qnUQLW3ROaI9ulpKO190bQdHWDtkSlE4mad4x4qcL3Cj4kt8sgKcyvGEMrane7aJAtAuQuMJW0TrPIGLaC30msAELk6cOIGZs2YjLLIT+t76ItS6i5tdqDVFoe+tL+HAir9jxsxZ+ObrrzgihIiIqIXIyMjAnr2/4ekRloC15RUEATfF6/D8j9uQmpqKfv2qPqdrTj766KOgXev+++8P2rWImjJJrjlYcf+4BCR0skAlChAFAaIo4MhHs6FcOAyLnIcoOQcq8d0gVktERNR67NQmYV3YLbCLRp/tghDcD5oREbVGDFcQUYuSlJSEpKQkZGRkYO3atUhNScFXB1JRUFjgXWMxm9Cn70BMGp+ICRMmID4+PoQVN0+CRg9VTBeoYrpU2acosqfrRX552KLi7Rq7XrgdkHNOQs45WWVXGwBtTdG4vHTMiLNtJ2Rp4nBGjsXpEhNO5gNnC1xQKrz2JytAZp4LmXku7Dhc7KkbQFuLBnExWnSJKet0oUOYH2acT5kyBYKoQe8b5lx0sKKMWmdC7xuewb6lj2Hy5MlYs2aNX85LREREobVmzRpYwtQY0UkX0OskxekQYdDgk08+wYsvvhjQawXaAw88EJT50IIgMFxBVItXJg/DgO7RMBsq9z8E9OrjKHZnhKAqIiKi1uN8kYKvjfdWu09sGlOTiYhaNIYriKhFio+Px/Tp0wF4RlyMGzcO2dnZiImJwfr164PywmxrJQgiBFM0RFM01J0Sq+xXnHbI1rOl40aqhi8guao9r1KUA3dRDnAmFQDQvvTrUgDQ6OAO74Rz5r7I1HTHGbTFaUc4soo1qPhhKwWeEMbZAhd+OVLs3R4brkbn0qCFp9OFFkZ9/Wefv/POO8jKykKPsU82ahRIbbSmKHS96lEc2fAG3n33XUyZMsWv5yeihrlw4QKys7MbfFxMTAxiY2MDUBERNUepKSlIjFbVOsLOHzQqAf2iVNi1c2dArxMsitK48QRE1EiV/s7FdwjHlYntQlQMERERAcDhnJr39e/u39cliYioKoYriKjFEwQBoujpTCCKIoMVISZo9VDFdIUqpmuVfYoiQynKrTBuxDNypOy+Ysuv/qQuB9Q5R9Ax5wg6ArisbDPUOKfqiExjX2Tq4nFG6IAsdwQkxbdTxQWrGxesbvx6zObdFm1Se4IWpWGLzjE6mMOqD1wsXfoJzO16IabXqAb/edRHTK9ROJ+yDh9/vJThCqIQW7ZsGRYuXNjg4yZPnoypU6cGoCIiam4URcHBtAO4tVtw/jmeEKXCN7/uhqIozfp58OTJk+u17vTp01i9ejUAwGQy4eqrr0bXrl2h0Xg+Ze92u5GdnY2dO3ciIyMDgiCgd+/eSE5ODljtRC1FM/4RQkRE1KIN6B6FcUM6YgRDkEREAcdwBRERNRmCIEIwx0A0xwCd+lfZrzhLIBdU7HqRBSn/LOSCLMgF56p0vdDAjU7SCXSynvBuc0OF86oOOKPqjExVZ5zRdEWWqiPc8G1rm1PkRk6RG3uPlwcuIo0qxEVr0SVG5x0t8uuOrSgqKkTClTcEdGZ624E3IOO7V7Bp0yaMHj06INchorpNmjQJo0aNqrJ92rRpyMvLQ2RkJBYsWFBlf0xMTBCqI6KmRFFkwFkCxVEM2V4ExVEMxVGEwrwcFBQWoZPZEpQ64sxq5OUXoKioCGazOSjXDIR33nmnzjU//vgjbr31VgiCgIcffhgvv/wyIiIialy/detWPPbYYzhw4ABGjhyJ//znP1Cp6t+9jIiIiIgo1NoKOVj455tCXQYRUavBcAURETUbgjYMqthuUMV2q7JPUWQohdmQSseMeEIYmZBLwxeKrQAAoIaEDtIpdJBOAfgJKAEkiLggtsMZdWngQt0FWapOcAp6n2vkFUvIKy7B/pMl3m2nt2+BWm9GZPdhAX3sUd2HQaUzYsmSJQxXEIVQbGxsteM9yj4RrdFo0KdPn2CXRUQBoMgSFKcNit0TilAcRZ7bzmIoFcISnv1la3y3eYaS+Sq0ywAAbZDew9eUXsfpdAbngiGSlZWFiRMnIjc3F9OmTcNbb71V5zEjR47Erl27MHbsWLz33nvQaDR48803g1AtUfNQ+SeY7HYha8snkEqKPT8jFRmQJSiKAltmOopPpYWkTiIiIiIiomBhuIKIiFoEQRAhhLeBGN4GiBtQZb/itJV2vCjtdJFfGr4oOAsUnEM7ORPtnJkYgh0AABkCssU2OKPu4glcqDojU90ZDiHM57yFF47D3L4PRJWmyjX9SVRpEN6+D44fPxzQ6xAREbUUiuT2DT14AxG1bLMXQy7dB6et7os0gros7CAF5PRVuEqvo9Vqg3PBEHn77beRnZ2N2NhYvPzyy/U+LiwsDEuXLkXv3r3x9ttv484778QVV1wRwEqJmq+SrAwc+u9zoS6DiIiIiIgoZBiuICKiVkHQGqBu0wNo06PKPkWWoBTlVBk30r4gC23zD2JQyS4AnsBFrhhb2t2iM06Lcfjl/BG0v+SGoDwGY5sEnDm5F7IsQxTFoFyTiIgoVBS3s1IniApBCHuRz325yrYiwOUIftGiGoLeBEFngqA3QtAaPd915dv0WiPCV7+E04Xuep9WURTY3ArckiecYVAL9R5HdqrQjcgIC0wmU2MfVbPw7bffQhAEXHvttQgLC6v7gAq6du2KcePGYfXq1XjvvfcYriCqgSI3LBWm1hsDVAkREREREVFoMFxBREStniCqyrtedB5YZb/iKIZU2vHCmJ+FDvlZGFxwAudOb8UnjiLoLR2CUqc+ogMUWcK5Q3vQpkMnCFqD50vFX+dEoaQoCmTZ0+ZflmUoilLvNz2JWipFUQC3o1IQwlYalCjyhCFqG7PhLAbcIRhjodZB0Bk9AQmfYIQRot7z3fNl8tlX9h1qbb3+/vfptwrpmftqXXMs340Nx0uQliMhPVdCsbM8jGHUqtEzSoU+0SqM7RqGbhE1Pxc4nCthyJDLW/zPpRMnTgAA4uLiGnV83759sXr1auzYscOfZRE1a5Kz8SE1fZuusPQe7sdqiIiIiIiIQo/vxhAREdVB0BmhbtsDaOvb9SLn+HHgw5shqgM7EqRM2eiR99YcRzv9YZgVK8xyAcxCMcJVDoRrXAjXSAjTqSHoPMELaMM8bw5pw7zbvF86g2e71uB5Q0ijhyAGaQA8UTOXkZGBNWvWIDUlBQfTDqCgsAgAkJ2djVEjk9C7T1/0S0xEcnIy4uPjQ1wtUcMpigK4SryhB9k7RqPSSA1nNdtKu0lArn9nBr/RhPkGIqoNQpSGJ7z7SoMUOgMEdXBGZ/RLTMTy3/fAJSnQqHxDDz+fceDTAyX4/bwDWr0RpvYDEDkoHu0tHSCqNZDdLtgLMnHifAZSjxzAJ6k56N9Gh7v7huHyjjqfc7kkBam5EqYNGxaUx9UUFBQUNOo4SfJ8Iv/06dP+LIeoWbNlZfjcrxzRihowGhBVnhGNogoQRRSfSkNc8lTEDr0e6rCW3TGHiIiIiIhaH4YriIiIGqms5bTsdgXlerLkuc7psH7I0tbQ7toNaF12mKxWhMsFMCsFngCGfK78dmkow6AUQ4Tie7xGXyl8UTGAURbYqLBdZ6xwuzy4AY2+xX9CllqnrVu3YsniRdiz9zdYwtRIjFbj1m4qdDJboFUBTgk4XehGeuZ+LP99DxYtWoTBgy7Bgw89jKSkpFCXT62IosgVOkXU0B2i4piNarZBkYNed3kXCEOlUETFbSbf7hHaCmGJZhISTE5OxqJFi7DttAOju+gBAAUOGW/tLsQPx+0Ib98LCeNvQGT3Yd5wZXVkyYW8oztxYv9KzN58CGO66vHEpWaE6zzjw3485UC+zYW77747KI8rlDp06IBDhw7hxx9/bNTx+/Z5OonodLo6VhK1HpKjBED14wj7TFuAtlfcGtyCiIiIWjnJaYc1fReAy0JdChFRq8VwBRERUSPFxsZCEFWwF2QG5Xr2/EyodCaIGn2t65yCHrkqPXJVbWpdJypShfBFeejC7CqA2VkAs7UA4fJ5mBQrVGjgG2yCCEEbVto5w1B994xK4Q1U7qxRugYqDYMaFHL5+fmYP38e1q5dh/5tdHh6hAUjOumqfOK8IpekYNtpB75KT8P06dORPGECZs6aBYvFEsTKqblSZKlKJwjf7hAVxmxUG5awAZUDdIEmiHWOzfDZVnn0hjas2YQjLlZ8fDwGD7oEX6WnYVRnHY7mu/G3TVYUSRr0GPskYnqNqtfvPlGlQXTCCETFX4nsQ5uxdet72LM6D6+MDke3CDW+znBgZNII9OvXLwiPKrRGjRqFQ4cO4ffff8eaNWuQnJxc72N///13bN68GYIgoEePHnUfQNSKtbniVkRfMpbBCiIiohBIe3sqrBnnABPDFUREocJwBRERUSOJogizyYTi8xl1L/aD4vOHYdKr8Pr9nVFgk1BQIqHAJsFa4XaBze25b3OjpI6GGrKgQoEQhQIxqs5rG+XC0gBGxTBGAcLlAphKQxnhcgG0cHoOUGTPp54dxRf/1p6o9glmoLqxJrWMPikPeBggqPjUhxouPT0dj02dgpIiK2YPD8e4bvXrzKJRCRjdRY9RnXVYf8yOtzauxy+7dmLBuwuRkJAQhMoplBTJVSnwUHlshu+YDbnSNrhKgl+0qPINPtTUHcIbnDBCrLAemjCG4RrggQcfwhNPPIGlKcX47KAdQngn9L9+DrSmun8vVyYIAmJ7j4al00Ckr3oWT2w4jTt66/H7OTtWL5odgOqbngceeAALFy4EANx3331Ys2YNhtVjHEpWVhZuu+02SJIEQRBwww03BLpUouZD8X0mL2p16DttQYiKISIiat3cNiuyf10LaAb77uC/wYiIgorvMBAREV2Erl27IPXQAciSq9a23RdLllywZqUhsXc8DDoVDDoV2kfWfozTLcPqDV2Uf5Vt83x3o7BErjMAUSyaUSyacRadal2nE5wIhw1mFHpCF1IezO4cmN05njElpaGMMMVWZWZzzQ/eDcVeCMVeWN8jaqbWVglflHXPgM/90tuassCGsVLAIwyCUH2LZGpZ0tPT8chDD6Ktzo0FyRGIMTT8U/WCIOCa7mEY3E6L2VsL8fCDD+CDxUsYsGjCFEUB3M46x2bItYzZgNsR/MLVWt9OENV0hxC9wYmqYzag1jEcEUQjR47EmDFXY9GmLTBGdULvW16EWme6qHNqTVHofcuLOPjVP7A45TQmTZzYoA4OzdmwYcNw//3346OPPkJeXh6SkpLw6KOP4tFHH8WAAQOqrM/JycFHH32EF198EXl5eQCAqKgoPP7448EunagZ4e8IIiKiUJEctmq3q3TGIFdCRNS6MVxBRER0ER544AH85S9/Qd7RnYhOGBGw6+Qe3QnJUYwHHnig3sdo1SJizCJizLWHPiRZQWFJTZ0wJFhtbhSUeLa765gO4lC0uAAtLiDCs0FV+lVpfLlaVGDWygjXuBGudiJcZUe4UAITihCO0vEkUi6MzlyILhsUZzEUpw2KswRwO+v9Z1CF2wnF7YRiy2/8Ocp4gxdhNQY2BJ2xtNNGWKV95V/Q8M3Mpio/Px+PTZ2Ctjo3Xrs6HCbtxQVqYgwqvH51OP680YppUyZj2YqvOCIkQBRFAVz26rtD1DpSw+Y9BlId7X8CQaPzHaOhLw1D+IzaMKHG0RtqbfBrposkQFRp0fP6ORcdrCij1pnQ8/o52Lf0MSit7PfLwoULcfr0aWzcuBGSJOGdd97BO++8A4vFgoSEBFgsFjidTmRmZuLIkSMASn9eANBqtVi6dCkiI+tIrxK1IkEeLkVERESNoAmPDnUJREStCsMVREREF+Hqq6+GyWTG2X0rERV/ZUDeJFcUBWf3fQuTyYzRo0f7/fwqUUCEUY0IY+1PCxRFgc0h+wQvysaTlI0iKeuKYXfV/lKsWxaQZ1chz16WvDBXu04AYA4TYQlXIzxMBYtBhXA9EK6VEa5xIVzlQLhYArNgg0Yq9rwx6izxBDEcNiiu0u9lwQzvbc8XZKlxf2gA4CqB4iq5+BedBbG8G0Y1Y01qCm9UOx6Fb6z61fz581BSZMWC5IiLDlaUMWlFzB1pxoNr8jF/3jy8NHeuX87b0iiKDDhLqukOUamTRHVjNkq3QakjDRYIWkP5qIyKoYfKYzZq2sbRRa3K1q1b8cMPP6DH2CcbNQqkNlpTFLpe9SiWL3sDa9asaTXdK3Q6HdauXYunn34ar7zyCiTJ83s+Pz8fu3fv9lmrVBh30LlzZ3z44Ye46qqrglovUVOnVBoLIjBuQURERERErRxfvSOiFuXChQvIzs6ust3lcnm/p6WlVdkfExOD2NjYgNdHLdM999yNhQsXIvvQZsT29n/4IfvQZhSdTceUKVP8fu6GEAQBRr0KRr0KHer4UKfDJfuMICnwdsNwlwYxPPsK7bW/+akAsJbIsJbU1K1CBGAEYESYtg0sYWpPAMOggsWo8gYyLAYVLKW3w7QiBEEob/vvLPHpjFEWxoDTN5ihOCuFN8q+HDbAWYJGf7ZPkaE4igBHEZSLnXyi0lQKY4QBOmN5J43qRp941xt9Ax5iw8dftCRbt27F2rXrMHt4eKNGgdQmxqDC44MNmLd2LSYkJyMpKcmv528KFFkqDTpU1x2i5jEb5duKEfzPywqlgYdKAYjqghI+20pv8+8NNdDixUsQ3qEvYnqNCsj5Y3qNQnbaesydN7/VhCsAQKPRYO7cuZgyZQreeecdrF69GmlpaZBl3+ccOp0OQ4YMwb333ov7778fBoMhRBUTEREREdWfXQgLdQlERK0awxVE1KIsW7YMCxcurHF/Xl4e7rrrrirbJ0+ejKlTpwayNGrBpk6dim+//RbHt7wHS6eBfv30qbMoF8e3vIcOHTqEPFzREDqNiDYWEW0sdY8ksVbqhGEtDWH4dsWQINfxPmuJU0GJ04WzBbW38teoBE8Ao6wThkEFS5gRFkO4536EZ7tZr4Io1q8TiaLIgMtRGrYo9u2eUbFTRoXwRsVwRnlgoxhwOep1zWpJLiglLigl1safo4xaVzWAoTNA0Hi+o8Lok9rCG9DoIQj+6foQTEsWL0L/NjqM66YPyPmv6abH6qMOLFm8qEmGKxTJXaUTRHXdIXw7Stggl43UcFY/CzagBLHu7hB6k+f/Tb3Ju0Ys3Q9tWLP8f5Wap4yMDOzduwcJ458K2GgoQRAQm5iMbd+9gtTUVPTr1y8g12mqunTpgnnz5mHevHkoKirCmTNnkJeXB1EUERkZia5du0Kjqf15ChERERFRU7JNNwarDbeHugwiolaN4QoialEmTZqEUaNGNfi4mJgY/xdDrcq7776LW26diIMrn0HfW1/yy9x0t6MIB1c+A0V21Roaas5UooBIoxqRdYwkkRUFxXa5UicMd6VAhieI4XDXnsJwSQqyC93ILnTXuk4UAHNYeceL8NLuF+GGit0w1Ag3qKBRiZ43ZrVhgOniZl0qsuQZYVJt+MJWfWijhnEokGoPmtTK7YDidkCx5V3U4wFQPsKkjtEnVUedGEsDHZ7joNYF7E3IijIyMrBn7294eoSlXtdTFAU2twK3BKhVgEEt1HmcIAi4OV6P53/ai4yMDMTHx/urfE9Nbmc13SHKu0KUhSTkarYpjqKLC/k0lqiuEHow1NAdwhOWEKvpKOEJ8gT+/w8if1izZg10hnBEdh8W0OtEdR8GndGCTz75BC+++GJAr9WUmUwm9OrVK9RlEDV7/C1LREQUOg6XjO/Cbq6ynf8MJiIKLoYriKhFiY2N5XgPCokuXbrg5fnz8LcZM3Fgxd/R+4ZnLqqDhbMoFwdXPoOSvDP418vzERcX58dqmx9REGAOU8EcpkLHOv5Y7U65dARJ6RiSajtjSCh21D6SRFbgPQY5tV/ToBO9IYyKXTHKb3vGleg19XjTXVRB0JsA/cUHdBTJVWHUSbGnc0blcEalzhm+o1HKx6FAqf3Pq1Zl17rYBySI5R0xauqWUU1HDVQX6FDV/GnlNWvWwBKmxohOuhrXHMt3Y8PxEqTlSEjPlVDsLA/rGLVq9IxSoU+0CmO7hqFbRPVPuZPidLCEqbF27VpMnz7du11RlNJOKGXdIYp8OkXIdY7UKLq4YE1jqXXlnSK0vuM1RH3dYzag1jIcQa1GSkoqjG17Q6zlZ5E/iCoNjG16YeeuXQG9DhERERERBVZhiRtuQVtle0IHSwiqISJqvRiuICIi8pOxY8fiXy/Px4yZs7Bv6WPoetWjiOk1qkFvFiqKguxDm3F8y3tQZBf+9fJ8jB07NoBVtzx6rQi9VkTbOkaSuCQFhRVCGGVjSMo6YJTdLiypeySJzSHD5pCRlV/7G9patVDa8aK8E4a3K4ZB7b1v1IsQ/fAms6DSQAjTAGHhF3UeRVEAt7OG7hklgKPYe7u6zhqVAxtobMxCkb0dGC6aSlMpjGHwds/Yv3UrEqNV0Kiq/jf4+YwDnx4owe/nHdDqjTC1H4DIQfFob+kAUa2B7HbBXpCJE+czkHrkAD5JzUH/Njrc3TcMl3f0DWtoVAL6Rauw74evYY1I9xmzAVm6+MfYUJqw0tCDJ+xQXXeIKmM2vN8NENRVX+QhoqoURcGBtDRE9L0uKNczxPbA7t3roCgKA0xE1CDKRSdjiYiIKJAGdY/Anyb1D3UZREStCsMVRE3AhQsXkJ2dXWW7y+Xyfk9LS6uyPyYmhl0aiJqYsWPH4puvv8LkyZNxZMMbOJ+yDm0H3oCo7sNq/XSqLLmQe3Qnzu77FkVn09GhQ0csXPhuq+9YEUgalYAokxpRJjWAmjsUyLKCIrvsHUNSuRNGxW0uqfZXoJ1uBResblyw1j2SpGL3i4odMHxCGWEqqKsJAPibIAiARgdBowOMkRd1LkWRAZe9lu4Z5dvgDWwUV1rj2XZRoyskF5SSAiglBZXqU5B+8gIm9jb4bC9wyHhrdyF+OG5HePteSBh/AyLr8fc67+hOnNi/ErM3H8KYrno8cakZ4TrRu6ZnlBorDubCnXXoot/0LO8CUTkUUXHMRuVgRIWwhKi6qOsTtXaKosAtA063DJdbgbP0yyUpcLplz31JgdVahKJCK9pZOgSlLn1EB5zOz0NRURHMZnNQrhkoR44cgaIofh+lRET1xHwWERFRk/LCvX0RZa75NS0iIvI/hiuImoBly5Zh4cKFNe7Py8vDXXfdVWX75MmTMXXq1ECWRkSNEBcXhzVr1uDVV1/F8uUrkPHdK1DpjDC37wNTmwToIzpAVGkgSy7Y8zNRdP4wCrPSIDmKYTAYcd999+Gvf/1rqB8GlRJFAeGl3SXiomtepygK7C6lvAtG2VeJbycMq02CzVn3SJJ8m4R8W93dC0x6sbwThrcrhro8mFG6T68R6zxXMAiCWDrSw1D34joosuTpnFFjt4ziajpnVB/oKBujYXMrsDoVdDKXP00+kufC3zZZUSRp0GPsk/XuSCOqNIhOGIGo+CuRfWgztm59D3tW5+GV0eHoHukJZcSZ1bA6FZRIAowmc61jM3y2VR69oQ1jOIKoBpKseMIOFUIOnsBDafihmm0VwxCuCtvK1ni3Sb5Bivp8yNtVYgUAiOrAjgQpUxYCczqdQbleoDz99NN48cUXAQD//Oc/8cwzz/js79u3r1+uIwgCUlNT/XIuouaPrSuIiIiIiIgqYriCqAmYNGkSRo0a1eDjYmJi/F8MEfmNwWCAzVYMAJAcxcg//ivyT+wBlApvrAtiab9dzwuXNlsxDIaLf9OZgk8QBIRpBYRptWgXUftap1uGtSx0USF4UbkTRqFdqrMdc5FdRpFdxpm82keS6DSCt+OFZxSJ2qcDRtl2o05sNm3jBVEFQW8C9KaLPpfidkJxlkA6nwV8cSe0pTmFI3kuPLmhAEJ4J/S/fg60pqiG1ykIiO09GpZOA5G+6lk8seE03hxrQfdIDTSl1zFM+QwRkRfXFYSoOVEUT5ihPPRQFlgoDzVU3lYefpArBSGqbqvYLUKqPc8WdILK889w2V37z21/kUvDY1pt8x7d8+abbwLw/L/z73//u0q44uDBgxf9+4ujU4iIiIiIiIioNgxXEDUBsbGxHO9B1AJVF5ySZRnTpk1DQUEBLBYLFixYAFH07SjA4FTLp1WLiDGLiDHX/qllSVZQZJeq74ThDWW4YbVJcNfx5qHDpeC8y43zdYwkUYvwdOooC1yEqUvDGL6dMMLDVFCJLecNKEGthaDWQh/jSTs4Jc8okL9tskII74Tet7wIte7iQhxaUxR63/IiDn71Dzy16QyWXBcJV2lzkub+pie1HJLs27mhug4PTp8Qg1xhf91Bh4rbmjOVCGjVAjQqEVq14LmtFqBVCdCqK2xTCaW3Re9+tSoSqUvDYS/IDEqt9vxMWCIiYTJdfBAtlIYPH47vvvvOe7s6Sl2JRCJqkMp/pVrOMz8iIiIiIqLGYbiCiIgoQGoKTul0Ou/3fv36BbssakZUogCLQQ2LofanbIqiwOaQqwlelH25vd0w7K7a33hyy0BukYTcotpHkggoHUliUJXWWB7ICC8NYZR1w9Cqm8ZIkvowGo2wmE04XejG9jMOFEka9L9+zkUHK8qodSb0vH4Ofv/kMby5uxBx4SpYzCZ2rKFayYoCdzWdGiqGH1ylIyp8gw5ypQ4QVcdYVA4+yM34vWkBKA85qAVoVaL3dsWQg28QojT44L1ddnxpQELle76y/RcbLuvfrw8yzh/xzwOvg+3CEVx66ZBm35FhxYoV+Pjjj6EoCu69994q+48dOxaCqoiIiIiIiIioNWG4goiIKEAuXLiA7OzsKttdLpf3e1paWpX9MTEx7GZDDSIIAox6FYx6FTrUMVnC4ZK9QYuKI0g8gQy3Z5tNQqG99lYYCoBCu4xCu4zTubW3ttdrBJ8QRln3i8q3DdrQjyQRBAG9+/TFjiN7kJbjRo+xTzZqFEhttKYodB75KH7Y8Ab6RGvQp+/gkD9uajhF8YybqK7DQ1mowTfEUE2Hh9JtFUdjON0Vwg+l52juXR7UKvgEHcpCDZqaOjxUCDrUGH6oeD5vRwih2fxdSkzsh32fLYMsuSCqau9idDFkyYXi84cw7K7HAnaNYAkLC8Mf//jHGvd36dIliNUQEREREQVP/sGfkbb4RQA1Px8mIqLgYLiCiIgoQJYtW4aFCxfWuD8vLw933XVXle2TJ0/G1KlTA1katWI6jYhYjYjY8LpHklir7YTh9gllWEskSHWMJLG7FNgL3DhXUPtIEo1KKB9HUnE0SaVuGGa9CmIAR5L0S0zER7/uRnj7XojpNSog14jpNQoXUtfh8PnD+ENiYkCu0VrJslKpW0OloINUYbxFNWMsyoMOvh0efLaVrm3OEwgEARWCDrUEH1S+3RwqBx80arFCB4iykIRvd4hA/n1trpKTk7Fo0SLkHd2J6IQRAbtO7tGdcBQX4O677w7YNYio9RDQjH/xERERNVNnt36Og+89CZtgASJCXQ0RETFcQUREFCCTJk3CqFGjGnxcTEyM/4shaiCVKCDSqEaksfani3LZSJIqnTDcPqEMq02Cw137C/IuSUFOkRs5RbWHMAQBMOvLgxeWasaRlN3WNGIkSWJiItySjLYDbgjYp+AFQUCbATcg47tXkNgKwhVKxbEW1YyxqKnDQ3VhCFflDg+VghTuOsI+TV1ZeMG3U0M1IyoqhBo0NXV4qBB0qLxNJaLZdHloieLj4zFo0GAc+X0NouKvDMh/C0VRcCFlDUYkjeQYMiJqFIVhCiIiopDL2vppjfsEtTaIlRAREcBwBRERUcDExsZyvAe1eKIgwKRXwaRXoWMd0zPsLtkbtPAZQ1JxNIlNQrGjjpEkCjxdNUoknMqp/ZoGnVg+eqRCJ4zyzhieUSV6Tfk4gZSUFKh1JkR2H9aQP4oGi+o+DGqdCSkpKRg9enRAr1UTSa4l6FDaqaHyGIvKIyuclbpAuCoeVyH40JzfnhHLujyoK3RlqGGMhaZC8MF3bIXoE4SoLvigVgkQGXhoNR588AE88cQTyD60GbG9/f8zIPvQZhScOYDZ7632+7mJiIiIiCg4pJLiGvepdGFBrISIiACGK4iIiIgoSPQaEXqLiLaW2keSuCWlPHBRIsFa1gXDVnGbJ1wh1/GOvc0hw+aQkZXvqnWdRiV4Qxebf9wLc4e+EFW113mxRJUG5g59kJKS6rNdrtjloVI3B98xFVW7OdTU4cFnLEaFMRh1jXRp6ip3eKhubEXFbZoKQQff4EOl0RiVwg8qjrWgABg5ciQmTJiADZs+gKXTQGhNdSTUGsBZlItTP32Au+++B8nJyX47b1Mny54faoIg1NoNZNOmTXj33Xdx+PBhRERE4JprrsHjjz8Ok8kUrFKJmpQLBSXYfSgbRSUuLNt6FJEmHdRqEZmZfNmQiIiIiIioIv4riYiIiIiaFLVKQJRJjShT3SNJiuxyaScMt88IkoJK3TBcUt0jSbIL3bhgdeHcyQy0u+R6fz6kGhlj47Fn3yrM+uQkXBK8oYjmTC2ivHtDLR0evOMuahhjoakp+KAq7/LAsRbU3M2cORO7ftmN9NXPo/fNz0Otu/g3992OIhxe8wIiLWa89dabfqiyeVi2bBnuuOMOAMA//vEPPPfcc9Wue+211/C3v/3NZ9uWLVuwZMkSbNq0Ce3btw94rURNwZnsYnyx+Si+2HK0yr6T58s+Idvw8WpEREREREQtGcMVRERERNQsiYKA8DDPeI9O0TXPGVUUBXaX4glgVDOGpKwTRkGJBGthEdyOQugtHYLyGPQRHeCyFyInvxgqbeDaeQoCvKEETYURFb5jKsRKIYeqYys01QQdKgYptCoBIrs8ENVbREQE3n1nAR586GEc/Pqf6HndPy+qg4WzKBeH17wA0ZGL9T9uRVSU/7phNHVff/01FEWBVqvFn/70p2rX/PTTT5gxYwYAz++GitLT03HnnXdiy5YtgS6VKOReW7YfX2451uDjjIIjANUQERERERE1HwxXEBEREVGLJggCwrQCwrRatIuofe2F7ByMew8Q1YEdCVKmbPSIWSfDaFaXBxrqGGNRW4eHyqMyNGoRahHs8kDURCUkJGDxog8wZeo0/P7ZE+g84mHE9BrVoL+ziqIg+9BmnPrpA0RazFj/41b0798/gFU3PXv27IEgCLjiiitqDJXMmDEDsixDEATcdNNNmDNnDqxWK55//nn88MMP2LZtG9auXYsJEyYEuXqi4MkrdDQqWCEqEpL0qXUvJCIiIiIiasEYriAiIiIiKhWm1wEAZLcrKNeTJc91nr+zK4xGY1CuSURNT0JCAlYsX4Z58+Zj7do3kH1gPWL7JyOq+zBvCKs6suRC7tGdOP/7algz03DPPffizTffaFUdK8qcPXsWAJCYmFjt/p07d+Lnn3+GIAi48sorsXz5coiiZ+TBypUr0bFjR+Tn5+Pzzz9nuIJatLyi2rtPJHaLhCgIUKtEXGo6g5xtn0GtuNBZOoou0Z2DVCUREREREVHTxHAFEREREVEpo9EIkzkc9oLMoFzPnp8JkzkcBoMhKNcjoqbLYrFg7tyXkJw8AYsWL8He716BzhAOQ9veMMb2gD6iA0SVBrLkgj0/E8UXjsB27iAcNisGDBiIZ/6zArfcckuoH0bI2Gw2AJ4/x+q8+eab3tv/+te/vMEKANDr9ZgwYQI++eQT/PLLL4EtlKgJMoWp8dTtA3HNkI4+XXOytnyCQxu3V1jZJfjFEREREZzQ4KS6e6jLICIiMFxBREREROQlCAL69umDjPNHgnK94gtH0K9vX47sICKvpKQkJCUlISMjA2vXrkVKSipSD6xGUaHVu8ZkDke/vn2RePVtGDt2LNq3b4+hQ4eGsOrQi4mJQVZWFrKysqrsy8nJwfLlyyEIAi699FIMGzasypqOHTsCAE6dOhXwWomamvUvXxfqEoiIiKgGR9zt8U7Ew3AIYaEuhYiIwHAFEREREZGPxMR+2PfZMsiSq9Z2/BdLllywnTuIxKtvC9g1iKj5io+Px/Tp0wEAiqLAZrPB5XJBo9HAYDB4Q1kOhwMlJSWhLLVJGDRoEDIzM7Fx40bIsuzTmeJf//oXnE4nBEHAlClTaj2P3W4PdKlEzYcS6gKIiIjoe+eQGoMVKn5Qg4go6MS6lxARERERtR7Jyclw2KzIO7ozoNfJPboTDpsVEyZMCOh1iKj5EwQBRqMRERERMBqN7HZTjZtvvhkAcOLECTz11FOQJAkA8OWXX+Lf//43BEFATEwM7r777mqPP336NADAZDIFpV6ipkR2OeDIOwtb1hGc2/4VTnzzBk58+xaOf/Wqzzr+7CEiIgo+q1z9GNGEjuEwhgXuAyFERFQ9dq4gIiIiIqogPj4egwYNxpHf1yAq/sqAvJGgKArO/74agwYPQXx8vN/PT0TU2txzzz145plnkJmZiTfeeAP//e9/odPpkJeXB0VRIAgCZs+eDZ1OV+3xP/74IwRB4M9kapW2PdoLsotdW4iIiJqL6y7vjIfG9wx1GURErRI7VxARERERVfLggw/AmnkA2Yc2B+T82Yc2w5qZhocefCAg5yciam30ej2WLl0KrVYLRVFQXFzsDVYAwOjRo/HEE09Ue+yGDRu8nSuSkpKCVjNRMCmKgn1Hc/D4mz9V2VffYIWo5ax3IiKiUHtymBv/d88gdIgxhroUIqJWieEKIiIiIqJKRo4ciQkTJuDktg/gLMr167mdRbk4ue0DTJiQzDfxiIj8aOTIkfjxxx9x5ZVXAvC8mWw2m/HEE09g1apVEMWqL4EoioJ//OMf3vv33HNP0OolCqb3Vh/ElNe3Ia/I6bNdUOR6n6PNsBv9XRYREREREVGzwrEgRERERETVmDlzJnb9shvpq59H75ufh1pnuuhzuh1FSF/9PMJNYZg1a6YfqiQiooouvfRS/PjjjygpKUFBQQHatGlTbaiijNPpxHvvvQcAUKvV6NevX7BKJQqqFT8eq3a7TvHtWiGo1FAkNwAgesi1UOmM0EbEIrLvCEQNHBPwOomIiIiIiJoyhiuIiIiIiKoRERGBd99ZgAcfehgHv/4nel73T2hNUY0+n7MoF+mrnwfsOXh30QewWCx+rJaIiCoKCwtDWFjdIwx0Oh0GDhwYhIqIQqvY7q52+5+sz3pv69t0xeWv7QhWSURERERERM0OwxVERERERDVISEjA4kUfYMrUafj9syfQecTDiOk1CoIg1PsciqIg+9BmnNz2AcJNYXh30QdISEgIYNVERAQAx44dw+7du3H27FlYrVZIkoSnn3461GURNQldXYdxk+0TWJR87zZBVIWuICIiIiIiomaA4QoiIiIiolokJCRgxfJlmDdvPtaufQPZB9Yjtn8yoroPg6jS1HicLLmQe3Qnzv++GtbMNCQnX4eZM2ewYwURUYAtWbIEr732GlJTU6vsqxyuOHnyJI4fPw4AGDBgACIiIoJQIVHo3VjyGdrJmT7btOExIaqGiIiIiIioeWC4goiIiIioDhaLBXPnvoTk5AlYtHgJ9n73CnSGcBja9oYxtgf0ER0gqjSQJRfs+ZkovnAEtnMH4bBZMWjwEDw0+y0kJSWF+mEQEbVodrsdEydOxLp16wB4OgdVVF3XIUEQcOONN6KwsBATJ07EF198EbD6Vq5cieXLl2P79u04f/48SkpKEB0djUsvvRQTJ07EXXfdBa1WG7DrU+u0I+08Pvo+HZKs1Lk27rqpQaiIiIiIiIio+WK4goiIiIionpKSkpCUlISMjAysXbsWKSmpSD2wGkWFVu8akzkc/fr2ReLVt2HChAmIj48PYcVERK3HPffcg7Vr13rvX3nllRg2bBj27t2LTZs2VXtMXFwcZs+ejdmzZ2P58uU4cOAA+vbt69e6jh49invuuQc7duyosi8rKwsrV67EypUrMX/+fHz55Zfo16+fX69PLd+p80X4/tczyLXasWLbcYRpVTAbNMixOuoVqmh31d3oNmkmdJFtg1AtERERVSS7XSg4uAOO/HNQZDcUSSr97oYiS1BkKdQlEhFRBa0mXJGamor3338fGzZswKlTpyDLMuLi4jBu3Dg8+uijfnvx5Pjx43jnnXewfv16HD16FHa7HW3atMHll1+Ou+++GzfddFODZnQTERERUdMTHx+P6dOnA/B8Mtpms8HlckGj0cBgMPD5HhFRkK1fvx5fffUVBEFAXFwcvvjiCwwdOhQA8Oyzz9YYrgCAadOm4ZlnnoHT6cTSpUvx4osv+q2uc+fOYejQocjJyQEA6PV6jBkzBj179oQoivjtt9+wadMmyLKMtLQ0jBkzBjt37kSXLl38VgO1bMeyrLj7Jd//v0ucEkqctb8RY5bzvbd7//G1QJRGREREdXBas7F9WmKtaxTzP1rRO3lERE1fi/+RLMsyXnjhBTz33HOQJN9/WB44cAAHDhzAggULMG/ePPzlL3+5qGu9/PLL+L//+z+4XC6f7adOncKpU6fw5Zdf4vLLL8dnn33GF0qIiIiIWghBEGA0GkNdBhFRq/bRRx8BAFQqFb799lsMGDCg3seazWaMGDECP/zwA7Zv3+7XuvLy8pCTkwONRoNZs2bhySefRHR0tM+a/fv346abbsLx48dx7tw5/PnPf8aKFSv8Wge1TLsOnseTb//coGNEAbjKthompShAVREREVF9KLJUZ7CiOqJKFYBqiIiovlp8uGLGjBl49dVXvfdHjRqFwYMHw2azYf369Thy5AhcLhf++te/wmAwYMqUKY26zjPPPINnn33Wez8hIQHjx4+HyWTCvn37sG7dOiiKgh07dmDUqFHYsWMH2rZlu0UiIiIiIiKii/XTTz9BEASMGTOmQcGKMn369MEPP/yAQ4cO+b22Tp06YdWqVRg4cGC1+wcMGIBvvvkGgwcPhiRJ+Prrr5GZmYkOHTr4vRZqXhRFwXurDyLX6oDTLcHlllHilLA99Ry0ahFOt9yg890/LgE39ZaR/ty3AaqYiIiI6uvC7jWNOi6sbXc/V0JERA3RosMV3377rTdYERkZia+//hojR4707pckCX//+9/x8ssvAwCefPJJjB8/Ht26dWvQdX777Tc8//zz3vv/+Mc/MGfOHGg0Gu+27du3484778SpU6dw/PhxPPXUU/jf//53MQ+PiIiIiIiIiOAZvwGgUcEKAAgPDwcA5Ofn+6skAEBUVBR+/PFHdO3atdZ1AwYMwLhx47wfzNi0aRPuuecev9ZCzYvN4caYp1bXuL+2YMVtV3WDKUyDwfEx0KhFqFUiurYzwajXoPj0wUCUS0RERA1UknW02u3h8UMgiGoIKhUElRqq8yagQrN0jTkySBUSEVF1Wmy4QlEU/OMf//De//TTT32CFYCnXej8+fORlpaGlStXwul04uWXX8Y777zToGstXLgQsuz5R+3NN9+MF154ocqaK664Ah9//DFGjRoFRVHw+eef44033kBUVFQjHh0RERERERERldFoNLDb7VAUpVHH5+TkAABEUfRnWWjTpk291w4aNAjr1q0DAGRmZvq1Dmp+tuzLavAxQ3vHYv4fh0GvrbldeGP/jhAREZG/Vf2dfNX/siAIgs+2sPmbgdMFQaqJiIjq4t9XDZqQtWvXIiUlBQBw7bXXYvz48TWunT9/vvf2//73PzidzgZda9euXd7bTz31VI3rRo4cicsvvxwA4HK5sHfv3gZdh4iIiIiIiIiq6ty5MwBg3759jTr+p59+AtCwMIS/qSrMz+Yb4JRb6GjQ+vvHJeCNx66oMVhhzdiDXbOuwu7Zo/1RHhEREV2kys/3oodcWyVYQURETU+L7Vzx9ddfe28/8sgjta7t06cPLr30UuzevRvFxcXYtm0brr766npfy+Eo/wdv2Qs6NenatSt+/vlnAIDdbq/3NYiIiIiIiIioeuPHj0dKSgo2btyItLQ09OnTp97Hbtq0CSkpKRAEAUOHDg1glbU7efKk93YoQx7UNFzIL6my7YHxPaFRi9CoRNidEtpGhqFHh3D07GSBRl3756cOvv9n2E4fClS5RERE1FCVwhUCGKwgImoOWmznijVr1gAABEHAmDFj6lw/atQo7+2tW7c26FoJCQne2ydOnKh17dGj5XO0evbs2aDrEBEREREREVFVjzzyCDQaDWRZxh133IHs7Ox6HXfy5Encf//93vuTJk0KVIl12rNnj/f2oEGDQlYHhZ6iKPh8s+8c9sv7tMHk6/vgoWt74b5xCfjjdb1x4xVd0K9rZJ3BCgCwZWZUuz08fohfaiYiIqKLxK4VRETNQosMV2RnZ+PMmTMAgN69eyMiIqLOYy677DLv7cOHDzfoevfee6/39iuvvFLjug0bNnhHiFxxxRU+oQwiIiIiIiIiapxevXrhqaeegqIoSE1NxWWXXYbly5dDluVq11utVrz11lsYPHgwMjMzIQgCBg0aFLJwxdatW72jTePj4zFw4MCQ1EFNw4X8qp1OtRr/v4QX3nMoek/5j9/PS0RERPXBMXBERM1RixwLkp6e7r3do0ePeh3TtWtX7+2GhituvfVWjBkzBj/88AO++eYb/O1vf8MLL7wAnU7nXbN582bcd999UBQFer0er7/+eoOuQUREREREREQ1e+GFF3D8+HF8+umnOHnyJG6//XZERkbCZDJ511x99dU4d+4c0tPTvcELRVHQrl07LFu2LCR1l5SUYOrUqd77s2bNqnW9w+HwGU9qtVoDVhuFhkuqGgoaN6RTo89XkPErIEs+2wbO+hKRiUmNPicRETUNfF7QjFUaC8LOFUREzUOLDFdUHL0RFxdXr2M6duzovV3f9qFlBEHAihUrkJycjJ9++gmvvPIKli9fjuTkZJjNZvz222/47rvvoCgKjEYjPvnkk3rNceUTIyIiIiIiIqL6EQQBS5cuxYABAzBnzhw4nU7k5uYiLy8PQumL1Vu2bAHgCVSUGT58OD7++GOfD10Ei9vtxl133YUDBw4A8IQ/HnzwwVqPmTt3Lp599tlglEdNSFL/dg1arygKFMmNfS9NQkH6zir7NeYof5VGREQhxOcFzZdSOVxRwxr2tyAialpaZLiiYgjBYrHU6xiz2ey9XVxc3OBrhoeHY8uWLbjllluwcuVKHDt2DG+//bbPGoPBgC1btmDIkPrNs+QTIyIiIiIiIqKGmTlzJu677z688cYbWLlyJQ4ePFhlTWRkJEaMGIFHHnkE119/vTd8EUxFRUW44447sGbNGgCe0SafffYZRLH28Q+zZ8/GX/7yF+99q9Va7w+WUMvlLMzBsc9fQtbmpfVaL6hb5EuCREStDp8XNH8b9NfjgGYgHMdjgb+vg0uS4XbLnu8SoxVERE1Ni/yXVMVwhF6vr9cxFdfZbLYGXzMzMxN/+MMfsGHDhhrX2Gw2jB8/Hv/9739xyy231HlOPjEiIiIiIiIiargOHTpg/vz5mD9/PvLy8pCZmYmCggIYDAZER0eH/N/WKSkpmDRpEg4dOgQAGDhwINasWYPY2Ng6j9XpdD5jSKl1k90uHFk6B2fWL6r3MbrojjC0jw9gVUREFCx8XtB8uWUFsyMXVtgAoNBR43oiImoaWmS4wm63e29rNJp6HaNSqaq9XR+nTp1CUlISTpw4AQBISkrCzJkzccUVV0Cv1yM9PR2LFy/G22+/jZycHEycOBEffPBBna0++cSIiIiIiIiI6OJERkYiMjIy1GV4ffTRR5g6dar3gx233XYbPvjgA5+OmkSV5e7fDI0gQXE7kZ+2HYoiI3PDkgafp8OYPyAueSoEsWGvfREREZF/7c42Neq49lEGP1dCREQN0SLDFWFhYd7bDkf9kn4lJSXe2w15QUNRFNxxxx3eYMXUqVPxn//8x6eN58CBA/Hvf/8b1113Ha6//no4nU5MmTIFQ4YMwYABA+p9LSIiIiIiIiIKnF9++QWXXXZZQM7tdrvx5JNPYsGCBQA8HTRfeeUVPPbYYwG5HrUsKa//ARq4G3282hiBfk+8j8h+I/xYFRERETXWWZu2QetFAbju8s5I7BYVoIqIiKg+WmS4wmQqT/zVd8RHxXUNCVd8+eWX+PnnnwEAiYmJeOutt2qcjzpu3DjMmTMH//jHP+B0OvH3v/8dq1atqve1iIiIiIiIiMj/rFYrZs2ahf/+979wuVx+P39xcTFuueUWrF+/HgDQs2dPLFu2DP379/f7taj523nw/EUdrzZGoMfdcxCecCkEUQ1BFKGL7ghR1SJfBiQiImoxXp82HGFaFdQqERq1CI1KgFotQqMSYQ7TwBhWv07tREQUOC3yX1XR0dHe22fPnq3XMWfOnPHe7tKlS72v9eGHH3pvP/bYY3WOFHn88cfxzDPPwOVyYe3atcjOzkZMTEy9r0dERERERERE/vPJJ5/gr3/9K86fv7g3tGvidDqRnJyMrVu3AgBuuOEGLF26lGNAqEbLtx6rsk2AUq9jh7ywHuauDO0QERE1dbLi+7v9EtM5XN6nTYiqISKi+mqR4YpevXp5bx8/frxex5SN9QCAvn371vtau3bt8t4eNmxYnevDw8PRp08f7N+/H7IsY9euXUhOTq739YiIiIiIiIgI+PXXX7FhwwacOXMGiqIgLi4OY8eOxeDBg+t1/OHDhzF16lRs2rQJgGfspyAIfq/zySef9AYrHnzwQbz//vs1drwkcrgkHM0qrLJdDQma8GiojZEQ1RpI9mLYc86g83XTAFGFLjc9CZU2rJozEhERUXNQ3yAlERGFVosMV/Ts2RMqlQqSJGHfvn2QJKnOjhK7d+/23h44cGC9r1VQUOC9XXEcSW2MRmO1xxMRERERERFR7Q4cOIBHH33UO6KzotmzZ+PKK6/E+++/j549e1Z7vNPpxIsvvoiXX34ZTqcTSumnBrt3747XXnvNr7Xu2rULCxcuBABcddVVDFZQnT7bdKTKtonFHyIy8SoMnPV5CCoiIiKigKiSpfB/yJeIiPyvRf6LXq/XY/jw4QCAwsJCn+BETco+qSKKIiZMmFDva1Uc6VFxtEhtTp06Ve3xRERERERERFSz3377DUlJSfj555+hKEq1X9u2bcOwYcOqfS3ghx9+QL9+/fDCCy/A4XBAURQYjUa88MILOHDgAG688Ua/1vvWW295wxuvvvoqgxVUK4dLwrsr06ps7+Q+DoH/7xAREbUoSqV0RQAaqBERUQC02H+Z3XTTTd7bixYtqnXt4cOHsX37dgBAUlISYmNj632dIUOGeG+vW7euzvX79u3D6dOnAXiCHJdcckm9r0VERERERETUWrlcLtx1113Iy8vzBhZGjBiBP//5z5g1axbuuusu7wcYCgoKMHHiRFitVgCA3W7H5MmTcc011+Do0aPe4++8804cPHgQf//736HVav1e84YNGwAAkZGRPq8fEFXn96O51W5vK2cGuRIiIiIiIiKqToscCwIA9913H+bMmQObzYYlS5Zg+vTpSExMrHbt3/72N+/tGTNmNOg6d9xxB1atWgUAePfddzFt2jR07ty52rWyLPtca/To0Q0KchARERERERG1VsuXL8ehQ4cgCALatGmDZcuW4corr/RZ43A48NJLL+GFF17A6dOn8frrr2PGjBkYO3YsduzY4Q1VXHLJJXjzzTcxYsSIgNVbWFiIs2fPeu8/88wzDTp+1KhRGDVqlH+LoiatsMRVZdt9RQvYJJyIiKgFUiqNBeHveyKi5qHFhivatm2Lxx9/3DtD9aabbsLKlSvRt29f7xpJkjBr1ix88803AICRI0ciOTnZ5zwOhwN33303vv/+e0yYMAEff/yxz6dZ7r77brz66qv47bffUFBQgGuuuQZffPEFBgwY4HOe7OxsTJs2DevXrwfg6Vrx4osvBurhExEREREREbUoK1as8N5eunRplWAFAOh0Ojz77LNQq9WYM2cO3n//feTl5eHnn38GAFgsFsydOxeTJ0+GEODeywUFBd7beXl5ePbZZxt8DoYrqK9rX6hLICIiogBQ6l5CRERNUIsNVwDAc889hy1btmDnzp04evQoBgwYgAkTJqBPnz6wWq1Yt24dTpw4AQDo0KEDPvvssyrn+N///ud9AefLL7/E+PHj8fDDD3v3i6KIFStW4IorrsDZs2dx6NAhDBo0CElJSRg8eDB0Oh0OHz6MdevWobi42Hvc66+/jmHDhgX4T4CIiIiIiIioZdi9ezcEQcDAgQNx9dVX17p21qxZePfdd5GZmYm33noLgGes54oVKxAXFxeMcuF2u4NyHWq5YqWsUJdAREREgVKpdUWAc79EROQnLTpcodPpsGrVKtxzzz34/vvvIUkSVq1a5R3jUWbw4MH4/PPP0b59+zrPWd0nW7p164ZffvkF9913HzZv3gxZlrFlyxZs2bKlytqoqCi88847uP322xv/wIiIiIiIiIhamfPnzwMAhg8fXudajUaDa665Bh9++CEAID4+Hhs3boTZbA5ojRV17drVO4aE6GIJGl2oSyAiIiIiImr1xFAXEGgxMTFYt24dvvzySyQnJ6NTp07QarXo1KkTrrnmGnz00Uf4+eefER8fX+3x9913H2699VaYTCbcdtttuPfee6td16lTJ2zatAkbNmzAQw89hF69esFsNkOr1aJDhw649tpr8eabb+LEiRMMVhARERERERE1kM1mA+D5d359dOrUCYDnQxLPPvtsUIMVRP4We9n1oS6BiIiI/IgZXCKi5qlFd64oIwgCJk2ahEmTJjX4WJ1Oh+XLl9d7/ZgxYzBmzJgGX4eIiIiIiIiI6qZSqeq1Tq0uf8lj1KhRAaqGKDhihzJcQURE1JJUzlZwKggRUfPQKsIVRERERERERNR61WcMKFEonM8rwctf7EPaiXwU292hLoeIiIiCxjdeUc1EeiIiaoIYriAiIiIiIiIiIgqyohIX/vjaVpzPt4e6FCIiIgqyymNBmK0gImoeGK4gIiIiIiIiomYjJSUFX3zxRb3Wlfnyyy+h1HOw9e23397o2ojq43xeCe5+aWOdnSoi5FzvbVGjC3RZREREFFSMUxARNUcMVxARERERERFRs7F8+XIsX768XmuF0v7Kd955Z73XM1xBgfbOygN1BitMshVjS74FALQfdY/3/2UiIiJqGRSwdQURUXPEcAURERERERERNQv17T5B1JSdPF9U474/df0dqn2fI0rOhlj6pkvHcQ8FqzQiIiIKFmYriIiaJYYriIiIiIiIiKjJ+8Mf/hDqEogCpls7M+6/JgEx376NIvmCzz5j574hqoqIiIgCpXJmmOEKIqLmgeEKIiIiIiIiImryFi9eHOoSiC5aicONAyfyfbb9455LcP3lXeAsuIDtx/b77Ot07aMcCUJERNQCVenHxt/3RETNghjqAoiIiIiIiIiIiFo6WVYwftbaGvdbM/ZU2aYKMwWyJCIiIgoZjrsjImqOGK4gIiIiIiIiIiIKsBPnCuFyy1W2t4kIg9teDFdRbtV9w28JRmlEREQUYuxbQUTUPHAsCBERERERERERUYB9vCGjyrbwMBHu9ydh29n0KvtUhnAYOyQEozQiIiLyM0VRoMgSFMkFxe2GLDnhLsqH21YARZLgtttCXSIRETUCwxVEREREREREREQB9t3u01W2zQ1fDOvBqsEKANBFtA10SURERORnzoILOPD2VOQf/BmQpRrX2cImAvp4732BrSuIiJoFhiuIiIiIiIiIiIgCTK9Vodju9t43agHrwe01rg9r3yMYZREREZEf2M4eQ8GhHTj03z836niGK4iImgeGK4iIiIiIiIiIiILsltwFNe4zdxuI+LufCV4xRERE1Gi5v2/G/n/dU2unirpojJH+K4iIiAKG4QoiIiIiIiIiIqIgM8mFVbYNmPEpIhNHQhBVIaiIiIiIGuPEN/9ucLBC0IT53A9r182PFRERUaAwXEFERERERERERNQEWHoPZ7CCiIioGcnZtxEFB3fUuL//Ux/DGNcHgkoDUa2BSm+CqNZg/4oUYNMR7zpBFINRLhERXSSGK4iIiIiIiIiIiAJMqWVfu6Q7EH/fC1Bp9UGrh4iIiC7e6bXvVru97YhJaJd0JyL7jah2f+XnBYKf6yIiosBguIKIiIiIiIiIiChEev3xdbS/6q5Ql0FERESN4CrMq7JtyAvrYe7av9bjFKW22CURETVV7DNEREREREREREQUaDW8hyIIfHmOiIiopYgden2dwQqgms4VbF1BRNQs8F9vREREREREREREgaZI1W429xgU5EKIiIgoUKIHX9uo4wQOBiEiahY4FoSIiIiIiIiIiCgE2o28E8aOPUNdBhEREdWDq7gA1ozdkB0lUGQ3ZLcbrqLcxp2sUusKdq4gImoeGK4gIiIiIiIiohbn2LFj2L17N86ePQur1QpJkvD000+Huixqxaobrd770X8HvQ4iIiJquOLMw9j73E1wNzZMUYlS07wwIiJq0hiuICIiIiIiIqIWY8mSJXjttdeQmppaZV/lcMXJkydx/PhxAMCAAQMQERERhAqJPEStNtQlEBERUT2d3fpZvYIVgqhq3AXYuYKIqFlguIKIiIiIiIiImj273Y6JEydi3bp1AAClUpsAoZpey4Ig4MYbb0RhYSEmTpyIL774Iii1UitVXesKIiIiahYcuWfrXCOo1AiPH1yv81V+WiAwXUFE1CwwXEFEREREREREzd4999yDtWvXeu9feeWVGDZsGPbu3YtNmzZVe0xcXBxmz56N2bNnY/ny5Thw4AD69u0brJKplZFdDkDQhboMIiIiaoTz25dX2WbqkghBpYagUkNjikKHMfcjrE0XZOXYkHo8D25ZhqJ4Qr+K4hkF4vkOHMsq9DlXNTlgIiJqghiuICIiIiIiIqJmbf369fjqq68gCALi4uLwxRdfYOjQoQCAZ599tsZwBQBMmzYNzzzzDJxOJ5YuXYoXX3wxWGVTK1N5trridISoEiIiImoofWxn2C+c9N5vP/o+9Hr4X1XW7Tp4Hn99dwfcEjtWERG1RGKoCyAiIiIiIiIiuhgfffQRAEClUuHbb7/1Bivqw2w2Y8SIEVAUBdu3bw9UiUSoPEw9etA1IaqDmhtBEOr91bVr11CXS0TUMgm+b6cZOsRXu+zLLccaFaxQiWxdQXXjcwKi0GPnCiIiIiIiIiJq1n766ScIgoAxY8ZgwIABDT6+T58++OGHH3Do0KEAVEdUvZjBDFdQyybLMrZt24avv/4aERERePrpp0NdEhGR34S16eK9fehUPh54eQs0ahEut9yo8w3sHu2v0oiaHD4noJaE4QoiIiIiIiIiatbOnTsHAI0KVgBAeHg4ACA/P99fJRH5KHG44RR0vhs5XJ0a6NJLL8Xrr79e6xq9Xh+kaup28uRJXHXVVQCAhx9+OMTVEBEFxtb9WZj5310AUGOwolecBQI8XQcAz1MAQRAgANBpVBg5oB3GDO4QpIqpJeBzAqLQYbiCiIiIiIiIiJo1jUYDu90ORWncbOucnBwAgChyeir534ptx/DGipRQl0EtgMViwYgRI0JdBhERVfDFlqO17n91yuW4ol/bIFVDrQWfExCFDl81ICIiIiIiIqJmrXPnzgCAffv2Ner4n376CQDQpk0bv9VEBHg+wfrWV6lwuqp+klVg5woiIqJmr9Dmqna7KADXXtYJQ3vHBrkiIiIKJHauICIiIiIiIqJmbfz48UhJScHGjRuRlpaGPn361PvYTZs2ISUlBYIgYOjQoQGsklojq80Ju1Oqsl2luNEpki/LERERtTS94iyY98hQmA0aGPWaUJdDRER+xs4VRERERERERNSsPfLII9BoNJBlGXfccQeys7PrddzJkydx//33e+9PmjQpUCUSeVnkXNxV/B5MOlWoS6FW4tChQ3j66acxatQotG3bFjqdDmazGf3798dTTz2FM2fO1HmOlJQUPPHEExgwYABMJhP0ej06d+6MsWPH4o033oDD4fCuFQQBgiCgW7du3m0ffPCBd7sgCBg1apTP+R944AHvvrKf4UeOHMFTTz2Ffv36wWw2w2KxYODAgZg9ezYuXLhQa71l5xo7diwAICsrC4888gg6duwIQRBw8803V3vcli1bMHXqVCQmJiIqKgparRbt2rXDqFGjMG/ePOTl5dV63SVLlnivvWzZMgBAQUEBXn31VQwbNgwxMTEICwtDjx498Mgjj2D//v21no+IQkd2u3Dim3/j91fvw/6X74Iz/1y9jrtzdA+0izIwWEFNEp8T8DkBXTxG5ImIiIiIiIioWevVqxeeeuopzJ07F6mpqbjsssvwyiuv4JZbbql2vdVqxYcffohnn30WeXl5EAQBgwYNYriC/C6nwFZl23TrCzAqxSGopmEUWYarKDfUZTRJGlMUBLF5fGZt8uTJ+O9//wtFUXy2O51OpKSkICUlBYsXL8aaNWswbNiwas/x97//HfPnz4cs+463OXXqFE6dOoUffvgBEydORKdOnfxW9yeffII//vGPsNl8/w7t378f+/fvx7vvvosVK1Zg9OjRdZ7r9OnTuOKKK3Dq1Kka15w7dw733nsvNmzYUO2+c+fOYcuWLZg3bx7ef//9ev++2Lt3LyZOnIhjx475bD969CiOHj2KJUuWYN68eXjqqafqdT4iCp5jy+bh1Kq3fbep45GuToRT0OKnHS5oMvbhXF5JiCoMHj4nqF1zeV7A5wR8TkD+wXAFERERERERETV7L7zwAo4fP45PP/0UJ0+exO23347IyEiYTCbvmquvvhrnzp1Denq69wVBRVHQrl0776eJiC5GfpEDhTYXNv2WicxcG7756USNa/WxcUGsrOFcRbnYPi0x1GU0SVcsSIE2PCbUZdTLd999B0VRkJiYiBtvvBGDBw9GVFQUzp49i/fffx8bN25Ebm4ubrvtNmRkZECr1foc/+qrr2Lu3LkAgO7du2Pq1Kno168fVCoVjh8/jo0bN+Kbb77xOebHH38EAJw9exa33XYbAOD666/HzJkzvWssFkutNd9///2IjIzEk08+ieHDh8NgMODw4cNYtGgRfvnlF+Tn5+O6667Dr7/+WucoqMmTJyMnJwdz5szBlVdeiby8PJw/f967PysrC8OGDfO+0dK7d2/84Q9/QP/+/aHT6XD8+HF89dVXWLNmDQoKCnD77bdj6dKluOuuu2q97pkzZ/DYY48hLy8PDz30EK655hrExsbi7NmzWLFiBZYvXw5JkvC3v/0NsbGx+MMf/lDr+YgouPJSf/S5n6HujUWmJ6EIpW+iH5QBHA96XaHA5wS1ay7PC/icgM8JyD8EpXJEiZosq9UKi8WCgoIChIeHh7qcWpWUlGDXrl0ICwuDTqcLdTlEREREREQtksPhQElJCYYOHYqwsLBQl9MkzJ8/H3PmzIHT6QTgaQNbWcWXQoYPH46PP/7Yp1Vtc9KcXitoqRRFwf8t3o2NezPrtf6FvKlIuPPv6Hz94wGu7OI4rdl8I6UGwX4Tpezn2JgxY6r9FGVtRowYgRkzZuDGG2+ssk+WZVx//fVYu3YtAOCzzz7DHXfc4d2vKAratGmD7OxsdOjQAfv370d0dHSV85w+fRpRUVEwGAw+248fP+792frwww/j/fffr7HOBx54AB9++CEAwGg0YuDAgVi5ciWioqJ81imKgj/96U948803AQBXXXUVNm/eXOV8ZX9m7du3R35+PjZt2lTjp3CTkv6fvfsOi+Lo4wD+3aN3EBA7WFHsvSP2Elus0WBsMVETS0w0iSb22KKJqWo0scQkxth7rKjYsWABFRVQsKJSpHO37x+8t7mTa8DBHfD9PM897u3Ozv72WHdnZ2dn2iI4OBgA8NFHH2HJkiWwtMz5TuL27dsxZMgQpKenw9HRETdv3kT58uXV0qxbtw4jR46U9sPJyQn79+9HgwYNcuT3zz//4K233oJCoYCLiwuio6N1PmAiMgTLBcZz4bMAJMfclL7/5PQZYiz1lxcXjG6K9g3KFWRohY5lAt0Ks1zAMsF/WCYgUzH/fmqIiIiIiIiIiAz06aef4t69e5g6dSpq1qwJURRzfNzc3NCrVy/s3LkTwcHBRbZhBZmWKIqIfJSIztP2GdywwiczAm1+uGT2DSvIPB05ckRtjHJNnytXrqitc/jwYY0PUQBAJpNh2rRp0vcTJ06oLX/69Kk01nnr1q01PkQBgAoVKuR4iJIfDg4O2LlzZ46HKED2A5JvvvkGjRs3BpA9Hvq1a9e05vXo0SNMmTJF60OUPXv2SA9R+vTpg2+++UbjQxQAePPNNzF37lwAwKtXr7B8+XKd+5GcnIy///5b40MUABg4cCAmTpwIIHsM9g0bNujMj4gKl6iQq31/bq1/mAM3R2s0qKr5XElkTCwTsExApsPGFURERERERERUrJQrVw6LFy9GWFgYnj9/jmvXriE4OBiXLl1CdHQ0nj9/jp07d6JXr14ae7YgMsTCv65g6IJjSE7LMii9hZiFYck/Q2ZprT8xkZHY2trqXN6wYUNpOjY2Vm2Zg4MDZP8fQ/7y5ctIT083foAaTJw4ER4e2t8AtrCwkB5AAMDBgwd15jdmzBity5RvxgLAggUL9Mb24YcfSm+Sbt26VWfaTp06wd/fX2eayZMnS9P69oOICpf4/yHklFwcrHKk6dfWBwPbVcZb7avi/Z418csUf7g5sSdvMk8sE7BMQMahuckNEREREREREVERIZfLYWFhoXGZm5sb3NzcCjkiKu7iEtKw+8x9g9L6p/0LR0Ui6mZchL2YUsCRGY+VYym0+vm6qcMwS1aOOd+eLAxNmjTBt99+qzNN9erVdS5PSUnBvXv3cPfuXdy9exd37tyRliUnJ6uldXR0RMeOHXHo0CHcuXMHb7zxBn788UfUrFkz7zthgK5du+pN06ZNG2n66tWrWtOVL18e3t7eWpcfP34cAFCjRg34+fnp3a69vT3atm2LPXv2IDIyEk+fPkXp0qU1pjVkP7y9vVGxYkU8ePBA534QUeHLkos4ZtsdDyx8IEKGF69dwheOboqAYjb8hzYsE+hminIBywT/YZmAChsbVxARERERERFRkVahQgUMGzYMw4cPR+3atU0dDpUAlyLitC7b+1VXlHLOfjPw4bGNuP3rtsIKy6gEmazQxg8nw7i4uKg9QDDUnj178Oeff+LMmTOIiorSmk4UxRzzfvnlF7Rv3x5RUVE4cuQI/Pz80KlTJ4wdOxZ9+vTR2rAtP14fs1yTcuX+e6D54sULrekqVaqkdVlKSgqePXsGALm6dvj6+mLPnj0AgMePH2t9kGLIfgDZ+/LgwQOd+0FEhW+fvC2O2rX6b4b6KCGQyUpO72csE5gflgn+wzIBFTYOC0JERERERERERdqTJ0+wbNky1KtXD82bN8eqVauQkJBg6rCoGFv7760c8/zrlsFvU/2lhhUA8Pjk5hzpBA4LQoXk+fPnaN++PXr16oW//voLUVFRkMlk8PHxQYcOHfDuu+/q7fbax8cHly9fxuTJk2Fvbw9RFHHo0CH0798fVapUwapVqzQ+gMkPK6ucXe/nla5x3+Pj46VpZ2dng/N0dHSUppOSkrSmM+Z+EFHhu63Q/oY7ANjb8N1lKjpYJmCZgIyHjSuIiIiIiIiIqEgTBAGiKEIURYSEhGD8+PEoW7Ys3n77bRw6dMjU4VExlJyWpfZdJgCL3m2KisJjvLwRjAvTO+Dcxy2RePt8jnUt7RxzzCMqCEOGDEFQUBAAoE+fPjh48CDi4+MRGRmJI0eOYPXq1fj888/15uPq6opvv/0WMTEx+Pbbb1GrVi0AwP379zF27Fj0798fWVlZenIxLtU3OvM69JPqQ5ZXr14ZvJ5qWldX1zxtW5VyXziEFZF5yEh6joszuyFToT1NRU8H1KnM/7NUdLBMoBvLBJQbbFxBREREREREREVaTEwMvvnmGzRt2lRqZJGWloZNmzahW7duqFSpEmbOnIm7d++aOlQqJl5/Ke/tJnY4/k45hHzeHqELByD5fhhSn0TmWK/6yMWFFCGVdBcuXJAalw0aNAg7duxA586d4eTkpJYuJSXF4Dzd3NwwefJkhIWFYdu2bShbtiwAYPv27fj++++NFvvr47xrEhoaKk37+vrmaTsuLi7Sw5Tw8HCD14uIiAAAyGQyVKxYUWs6Q/YjOTlZujbldT+IyHhEUUTowoFIuncFItSH/QioZo3xvf3w+dAG+GVKW9has+cKKhpYJtCPZQLKDTauICIiIiIiIqIirWzZspg8eTLOnTuHu3fvYv78+ahTp47U0CImJgZfffUVatSogXbt2mH9+vW5qjwkUpWQnIG4hDS1eZZHFxm0rr1XlYIIiSiHM2fOSNMDBgzQmu7atWt5yv/NN9/E0aNHpfHVN2/OOQSOqtx0E37x4kW9aXbu3ClNt27d2uC8VQmCIK0bHh4uPSDRJTU1FSdPngQANGzYUGfX4Ybsx+7du6FQZL8en9f9ICLjSX0SheT7YQAA8bXHZwGNKmJY5+ro3dIbro42pgiPKE9YJtCPZQLKDTauICIiIiIiIqJio3Llypg+fTquXr2K69evY8aMGahatarU0CI4OBijRo1CmTJlMHr0aKlCjMhQ/154oGGu/kpit7rt4VKzufEDItJA9Q1JS0vtb1f/+OOPed5GzZo14enpCQBITEzMsdza2lqafv78ucH5fvPNN9LDBU2ioqKwYcMGANnjv/v7+xuc9+vefvttANkPeqZPn643/c8//4yXL18CAEaNGqUz7YYNG/D06VOty7OysqTx7QVBwLBhwwwNm4gKiCLzv8aTitd6rrB1di/scIiMgmUCw7BMQIZi4woiIiIiIiIiKpb8/Pwwb948RERE4Pz58/joo49Qrlw5iKKIV69eYd26dQgICED16tWxYMECxMTEmDpkMnMht57h263Xc8yvKI/KMc/K2QOufq1Rf/oWNF1yEvWm/QmZpXWOdEQFwcfHR5r+5ZdfNL4l+uOPP2Ljxo1a83j8+DFWrFgBuVyucfm1a9fw+PFjANnn29d5eHjAysoKAHD27FlkZGQYFPupU6cwYcIEjQ9Tnj59ir59+yI1NRUA8OWXX0Imy3sV99tvvy3FvmXLFnzyySda93fXrl344osvAADVq1fX+yAlISEBffv2lR68qMrMzMTo0aOlt4QDAwNRtWrVPO8HERmf4rXHZ/k41RCZFMsEhmGZgAzFQaGIiIiIiIiIqNhr0qQJmjRpgmXLluHEiRPYtGkT9uzZg5iYGNy9exdffvklZs+ebXBFH5U8oihizoacXfq6yp/DTkyVvlfs+QGqvvVlYYZGlEOPHj3g5uaGly9f4sCBA/D398eYMWNQoUIFxMTE4M8//8S///6L999/H6tWrdKYR1paGsaPH4+FCxfirbfeQrNmzeDu7o7ExERcunQJK1asAABYWFjg448/zrG+tbU12rRpg2PHjuHJkyfo27cvxowZAwsLC9y5cwdTpkzRuN02bdrg559/xqlTpzBmzBjUrFkTqampOHPmDFatWiW98frmm2/qfZihj6WlJbZu3YpWrVrh5cuXWLZsGfbu3YsRI0agXr16sLa2RnR0NLZv3449e/YAAFxdXbFt2zbY2trqzLtNmzYIDg5GrVq1MH78eDRr1gwymQxhYWFYvXo1wsKyhx6oWrUqvvvuu3ztBxEZn/hazxUyQdCSksi8sUxgGJYJyFCCmJvBbcikEhMT4eLigoSEBJ1j95iD1NRUnD9/HnZ2drCx4fhjREREREREBSE9PR2pqalo1qwZ7OzsTB1OkXPx4kX89ttv+Pvvv/HixQsIgqD17SRzVZTqCoq6V6mZ6DxtX4753VO2wj/9IACgYs8PUfWtLwo7NCrmhP8/0OvYsSMOHz5s8Hq7d+/GwIEDkZ6ernF57969sXnzZumBwOv5R0VFoXLlyjq3YW9vj19//RVvvfWWxuWnTp1C+/btkZmZqTa/Xbt2CAoKkr6PGDEC69evB5A91vn48eNx7NgxrdsdNmwY1qxZo9bNuKrc/ma3bt3CwIED9Y43X69ePWzevBm+vr4al69btw4jR44EAPz++++4evUqvv76a635NW7cGDt37kT58uX1xkhkCJYL8ufVg3CEfN4ecsjwhdsKtWXfjG2BlrW9TBQZUTaWCXJimYAKGzsyIiIiIiIiIqIS4/Tp0/joo49QqVIlNGvWDCtXrpS6Z7WwsDBxdGSu5AoRl+/kHB+6lPwZmmacBAD4r49hwwoyK7169cLFixcxfPhwVKpUCVZWVnB3d4e/vz82bNiAHTt26HwpytvbG8ePH8d7772HevXqwcPDA5aWlnB3d0fr1q0xd+5c3L17V+tDFABo3bo1goKC0LVrV7i4uMDa2ho+Pj7o0aOH1nUcHR1x+PBh/PLLL2jVqhXc3Nxga2uLypUr45133kFQUBA2bNig9SFKXvj6+uLKlSvYtGkTBgwYgEqVKsHOzg729vbw8fHB4MGDsXnzZly+fFnrQxRNlixZgkOHDqF3794oU6YMrK2tUbZsWfTo0QPr16/H+fPn+RCFyMyct26To2EFAMhk7LmCii6WCQzHMgHpw2FBiIiIiIiIiKhYO3XqFP755x9s3boVDx8+BAC1sYYbNGiAwMBADB061FQhkplKSc/C+ZtP8fmaCxqXv5e0NHtIEEEGmQWr2ahg5Kfj4dq1a2PdunV5yl8QBPj7+8Pf3z/P2weAVq1a4cCBA7laRyaTYcyYMRgzZkyetpmX30wmk2Hw4MEYPHhwnrapTadOndCpUyej5klEBSM5XY7tDsM0LrOy5LvKZHosE+QeywRkbLzrIyIiIiIiIqJiJzg4WGpQ8ejRIwDqFWuVKlXC0KFDMWzYMNSqVctUYZIZS0nPwrtLTyDycZLWNDIosidERSFFRURERAXlaWKWxvlWljLUqOBSyNEQEZE5YuMKIiIiIiIiIioWTp48KTWoePz4sTRf2ajCxcUFAwYMQGBgINq1a2eqMKmIuHLnuc6GFZ7yR3AUEwEAlo6lCissIiIiKmQrJrWGo52VqcMgIiIzwMYVRERERERERFSkTZgwAVu3bsWTJ0+kecoGFVZWVujevTuGDRuGXr16GXU8XireklIztS5riQto82o7lKOv+45eWjhBERERUaE680MfU4dARERmhI0riIiIiIiIiKhI++mnnyAIgtqwH61atUJgYCAGDx4MNzc3E0ZHxcmIrjUwtEM1XPt0NjIUz6X5FjZ2JoyKiIiICoLAYb+IiOg1bFxBREREREREREWeKIqoUaMG3n77bQQGBqJy5cqmDomKmWrlnPF+z1qmDoOIiIiIiIhMhI0riIiIiIiIiKhImzBhAgIDA9G0aVNTh0IlgDwjFRkvH5k6DCIiIiIiIipkbFxBREREREREREXad999Z+oQqAR5eHi9qUMgIiIiIiIiE5CZOgAiIiIiIiIiIqKiIvXJvRzzbEt7myASouJj3bp1EEURoiiiQoUKpg4nz0aMGCHtR2BgoKnDISIiKnJYJiBzx8YVRERERERERGT27t69izt37pg6DCKN7MtUMXUIREREREREVMA4LAgRERERERERmbWZM2fiq6++AgB8+eWXmD17ttpyPz8/o2xHEATcuHHDKHlRyVGu80hTh0BERERERESFgI0riIiIiIiIiMisff/99wAAURSxfPnyHI0rbt68CUEQ8rUNURTznQcRERERERERFV8cFoSIiIiIiIiIzFrLli0hiqI0rYlyPNu8fohedzkiztQhEBERERERkRlhzxVEREREREREZNa2bduGjRs3QhRFBAYG5lgeGRlpgqioOBNFETtPR2uc/+p+uAkiIiIiIiIiIlNj4woiIiIiIiIiMmt2dnYYM2aM1uXe3t6FGA2VBJuO3csxz9baAvf+/gqJERdMEBERERERERGZGocFISIiIiIiIiIiUnHoYkyOeaO7VUPsv2tyzBcEi8IIiYiIiIiIiEyMPVcQERERERERUZF24sQJAICPjw8qVaqUq3UVCgVOnToFURRRpUoVVKhQoSBCpCJGrhBzzGtS2RHBmWk55rv4NiuMkIiIiIiIiMjE2HMFERERERERERVpAQEBaN++PdatW5frdWUyGWbPno327dtjwoQJxg+OihRRFHHh1jPcjklQm/9h39oa01fqNQGezXoVRmhERERERERkYmxcQUREREREREQlWpMmTSCKIs6ePWvqUMjE1uy7hYk/ns4x393ZRmP6cp1GQhCEgg6LiIiICkFm0ktTh0BERGaOjSuIiIiIiIiIqER78OABAODlS1aol3S7z0ZrnO9ga1XIkRAREVFhS3kUYeoQiIjIzFmaOgAiIiIiIiIiIlM5ePAgtm7dCgBwd3c3cTRkaqnpWTnmeXs5onEND0CeYoKIiIiISBdFViYS715CZmIcRIUcEBUQFYrsaYUCoiiHqFBkTyvkEEU5oBCzp19L//DodsDmE1PvEhERmTE2riAiIiIiIiKiIuHw4cNYsGCB1uXr1q1DUFCQQXllZmYiOjoasbGxEEURgiCgY8eORoqUiouB7SpjfG8/2FpbIottK4iIiMyKIisDoQsGIuH2OePkJysHqI4ExpG/iIjoNWxcQURERERERERFQr169XDixAmIophjmSiKiI6ORnS05mEd9HF1dcXMmTPzGyIVM50aVYCtNavPiIiIzFHinYtGa1ihGVtXEBGROpmpAyAiIiIiIiIiMkTp0qXRqlUriKKo9lF6fb4hH0tLS/Tu3RtnzpxBtWrVTLh3ZO5Sn0SZOgQiIiJSkZn0okDzZ9MKIiJ6HZveExEREREREVGRsXHjRjx69Ej6LooiWrVqBUEQMHr0aIwePdqgfGQyGZycnFClShVYW1sXVLhUDIgKOcJXfIinZ7abOhSifBsxYgTWr18PAHjw4AEqVKhg4oiIiPJPDhmyYAXBwhJ2ZSpDkFlAEGSATAZBJgMEGfD/eYJyWmbx/2XC/6ctkJHqBTxWyVhg8woq3lguIMo9Nq4gIiIiIiIioiKjUqVKqFSpksZlFSpUQPPmzQs5IipOMrPUh5yJ2b8KL858pzW9IGOnsGQajx8/xp49e3Dw4EFcv34dz549w8uXL2FtbQ13d3f4+PigSZMm6NWrFzp06GDqcImICoQoijho2wfBth2RKdhkz0wxXv6KnCPREZkllguICg8bVxARERERERFRkac6PAhRXjyMS0Z6plxt3rPzu+GtJb21W1lYu3oVfGBEKp4+fYoFCxZg1apVSEtLy7E8NTUVMTExiImJQXBwMNauXYv4+PjCD5SIqBBExQPH7HqYOgwik2G5gKjwsXEFERERERERERVpx44dAwD4+PiYNhAq0nacjs4xT4BCY9pS9Tui8sDPILC7cCpEp0+fxoABA6ShkRwdHdGlSxd06NAB5cuXh6urK169eoW7d+/iwoUL2Lt3LxueEVGx9iixYM9xbzSvWKD5E+UHywVEpsHGFURERERERERUpLVr187UIVAxEBuXnGNeOXmM2ncb9/Ko+d53cKvdprDCIgIA7N69GwMGDEBGRgZkMhkmTZqEGTNmwN3dXes66enp2Lp1ayFGSURUfFTwdMDIbr6mDoNII5YLiEyHjSuIiIiIiIiIiIhe45t5DZbIkr43WXAUDhVrsbcKKnTXrl3D0KFDkZGRAXt7e/z555/o06eP3vVsbGwwdOjQQoiQiMg8uCMeq+cMzHc+FjIBni62vOaTWWK5gMi02LiCiIiIiIiIiIqFtLQ0/PHHH9izZw+uXbuGFy9eaBx7WBtBEJCcnLP3AiqZKmRFSdOl6neEYyU/0wVDJZYoiggMDMSrV68AAKtXrzboAQoRUUmQlfwSgIv0XSYoULaUvekCIipgLBcQmZ7M1AEQEREREREREeXXjRs3UK9ePbz33nvYtWsXIiMjER8fj7S0tFx9iDQp3fJNU4dAJdRff/2Fq1evAgAGDx5cIG+cXrlyBaNHj0bVqlVha2sLd3d3dOrUCZs2bTJ4bPbTp09j5MiRqFKlCuzs7ODq6oqGDRti+vTpePLkidb1goKCIAgCBEHA/PnzAQD379/HlClT4OvrC3t7e3h7e+Ptt9/GrVu31NZNSEjAkiVL0KhRI7i6usLR0RH169fHvHnzpIdOmqxbt07a5pYtW6S8li1bhubNm8PDwwN2dnaoWrUq3n33Xen31yYgIACCIMDSMvs9xrS0NCxYsAA1atSAhYUFXF1dNa539+5dTJ8+HS1atICXlxesra3h7u6Ohg0b4uOPP86xv6+LioqS9uPDDz8EACgUCvz111/o2rUrKlSoABsbG5QrVw59+/bFrl27dOZHZO6SY2/h0fE/cX/PT7j391e49esneBT0l1oaQeAjLyreWC5guUAblgsKD3uuICIiIiIiIqIiLSEhAd26dUNsbKzG5YIgaKwIVHb1bGglIZVcDuWrmzoEKqF++uknafqLL74wev4//PADpkyZgqys/4bASU9Px5EjR3DkyBEcOnQIv/76q9b1MzIyMG7cOPz2229q89PS0nDlyhVcuXIFP/74IzZv3oxu3brpjefo0aMYMGAAXr58Kc27f/8+/vzzT2zfvh27d+9Gx44dcfv2bfTs2RMRERFq61+9ehVXr17Fli1bEBQUBDc3N73bvHz5Mvr374/IyEi1+ffu3cO9e/ewbt06LFq0CJ988onevDIzM9GnTx8cPHhQZ5qpU6fixx9/hFwuV1v24sULvHjxAleuXMF3332HadOm4auvvjJoaILnz59j8ODBOHLkiNr8R48eYefOndi5cycGDBiAP/74A9bW1nrzIzInD4/9gdu/fpxzgVVDta+CzKKQIiIyDZYLWC5gucD02LiCiIiIiIiIiIq0n376CbGxsRAEAS4uLvj888/Ru3dveHt7o0mTJggPD8eSJUvwySefICMjA1FRUdi+fTuWLl2KrKwsrFq1CoMGDTL1bpCZqvLWl3CqXN/UYRQ6hUJEQnKGqcMwSy4O1pDJ9Fdq51d8fDzOnTsHAPDz80OdOnWMmv8///yDKVOmwM/PD+PHj0fNmjXx8uVLbN68Gf/88w8A4LfffkPnzp3x1ltv5VhfoVCgT58+OHDgAACgefPmGDlyJKpXr47ExEQcPnwYa9asQVJSEvr06YMLFy6gXr16WuOJjIzEsmXLULZsWSxatAjVqlVDTEwMVq9ejeDgYKSmpmLgwIG4fv06unfvjnv37mHw4MEYMmQI7O3tERISgm+++QZxcXG4evUqPv30U/zyyy86f4PY2Fh88MEHePnyJUaNGoUuXbrA09MTjx8/xrZt27B161bI5XJMnToVnp6eGD58uM78li9fjoMHD2L48OEYOHAgFAoFzp49Ky2Xy+Xo1asX/v33XwBAqVKlMGrUKLRq1QouLi54+vQpjh49ig0bNiA9PR0LFy7Ey5cvsWLFCp3blcvl6NevH06cOIEuXbpg0KBB8PHxQVJSEo4dO4bVq1cjNTUVW7ZsgaOjI9auXaszPyJzE3tI88PcRJmL2nfBkg8ICwLLBLqxXJCN5YKcWC4ongSRr2cUGYmJiXBxcUFCQgKcnZ1NHY5OqampOH/+POzs7GBjY2PqcIiIiIiIiIql9PR0pKamolmzZrCzszN1OCbTqlUrnD17FtbW1rhw4QLq1q0rLevbty92796NMWPGYOXKlWrrxcbGomPHjoiIiMDy5csxYcKEwg4934pSXYG5m/HrBRy98lD63jF1Nz6ZOgauvs1NGJXpvExKR4/pB0wdhlnat6Ab3JwKvr5r//796NGjBwBg3Lhx+Pnnn/Od54gRI7B+/XoAgKWlJd5880388ccfsLKyUkv35ZdfSt1xt2zZEqdPn86R19y5czFr1iwAwOeff67xTcqTJ0+iU6dOyMjIQJs2bXDy5Em15UFBQWjfvr30vWXLljh8+DDs7e2lecqHNXv27AEAVKhQATExMVi6dCk+/lj9TfZbt26hfv36SE9Ph62tLZ48eZLj3Lhu3TqMHDkSAODg4AAnJyfs378fDRo0yLGP//zzD9566y0oFAq4uLggOjoaLi7qD3MDAgJw/PhxyGQyeHp6Yvr06Zg4cWKOvIDst4y/+uorAEC7du2wbds2lCpVKke6mzdvokuXLnjw4AEAYMeOHejTp49amqioKFSuXFnaj/T0dKxduxaBgYE58gsLC0OHDh2krtiPHTuGgIAAjTFS0VZcywVHJ7bCrtTmeGhZCQrIkCVYIQuWeG7hpZaudnk7rPmsi4miLL5YJtCN5YJsLBdkY7mg+OMAVERERERERERUpN26dQuCIKBXr15qDSsAoFq1ahBFEXfu3MmxXvny5bFt2zbIZDJ8/PHHuHLlSiFFTOYoLe5Bjnkcu51M6dGjR9J0pUqVjJ5/pUqVsH79+hwPUIDshyjKyv1z584hJSVFbfnz58+xZMkSAEDv3r2xYMECjV1Ut23bVhr3Ozg4GGFhYVrjkclkWLdundoDFOX8xYsXS99jYmLQsWPHHA9QAMDX1xcDBw4EkN0FufINX22Sk5Px999/a3yAAgADBw6UHogkJCRgw4YNWvNSKBSoVq2a1gcoz549w7fffgsg+7fftWuXxgcoAFCzZk1s3rxZ+k2VD7R07cfMmTM1PkABst9wXrVqlfT9hx9+0JkfkbnZIvbAOdsAPLCsglhLHzyxKJ+jYQUAlC/rboLoiAoHywX/zWe5gOUCU+IdIhEREREREREVaUlJSQCyK89eV716dQDQ2LgCyK5Y6tSpE7KyslipVMJlJDzLMc/CztEEkRBle/bsv2PS3d34Dww//PBDrb0eWVtbo0OHDgCyHw7cu3dPbfmmTZuQnJwMAJg5c6bO7ai+WXnixAmt6dq0aYMaNWpoXObn54eyZctK3ydNmqQzHyVt536lTp06wd/fX2eayZMnS9O6xkwHgPfee0/rss2bN0sPoz777DO9vQq0aNECnTp1AgCEhITg/v37WtO6uLhofKikqnfv3qhSpQoA4PDhw1AoFDrTE5mTaFQwKF0FD4cCjoTIdFgu+A/LBSwXmJKlqQMgIiIiIiIiIsoPJycnxMfH49WrVzmWVatWDUD2ECCpqakaKwzr1auHf//9F8ePHy/wWMmMiTkrFB3Ka67QJSoMFhYW0nRaWprR82/btq3O5coKdyD77UxVQUFBALK7nU5NTUVwcLDWfB4/fixN63qo0ahRI53xVKxYUXprt3Xr1jrTKSUmJurMs2vXrjqXA4C3tzcqVqyIBw8e4OrVqzrTtmrVSusy1WtM37599W5XGd+hQ4cAAGfPntX6pnKbNm1yvNn7OkEQ0Lp1a9y7dw+JiYmIjo6Wug8nMncKA94TLuduj96tvAshGiLTYLlAHcsFLBeYChtXEBEREREREVGRVqlSJcTHxyMyMjLHMmVvFgqFAiEhIRorDZVvDD18+LBgA6UixaVGcwgyC/0JiykXB2vsW9DN1GGYJRcH60LZjoeHhzSt+raqsXh6eupc7uj4X88tmZmZasuU59vk5GS9D2NUxcfHa13m5uamc11l4ziZTKa122zVdEDOuF9Xvnx5ncuVypUrhwcPHuDFixc60+nqpj0qKgpA9n6qvm2ri2qPTKoPo16Xm/1QevHiBR+iUJHVobolOrdrCBsrC9hYWcDB1hJVyznD0oKdtRcElgl0Y7mA5QJtWC4onti4goiIiIiIiIiKtKZNmyI0NBTHjx+HXC5Xe6urQoUKcHd3x4sXL7Bjxw6NlX2nT58GANjY2BRazFQElOCGFQAgkwlwc+L/CVNSreC+cOGC0fNXPVdqommsdKXX31g1VFZWltZlMplhD0V1xWXIclWaxpXPKwsLC1hba3/ApnyApK/bb1WqD7KUQ2BpYsz9ICoK2lWxQkD9cvoTklGwTGAeWC7QjOWCnFguKFhsxkdERERERERERVr//v0BZFcwbdy4Mcfy7t27QxRF/PLLLwgLC1NbtmzZMly+fBmCIKB27dqFEi8RkSFatGghvW0ZHByscegjU3FwcACQ/WakKIoGf9atW2fawPNI+WaqvrdodVF2z52bv6NqWldX1zxvW0n1Ddv87AsRERU+lgvMB8sFJRsbVxARERERERFRkda5c2dUq1YNoihizpw5OSqoJkyYACB7+I/GjRujZ8+eGDVqFJo0aYJp06ZJ6QYPHlyocRMR6WJjYyON/f3q1Sv88ssvJo7oP15eXgCyuyXPyMgwcTR5l5ycbFCau3fvAlDvjju3lF1vP3/+3ODu3CMiIqRpb29vnTEaIjQ0FEB2F+mqY9ATEZH5Y7mg4LFcQIZg4woiIiIiIiIiKtJkMhlWrlyJ0aNHo2PHjggKClJb3rRpU3z00UcQRREZGRnYv38/1q9fj8uXL0tpGjRogPfff7+QIyci0u3zzz+XpufNmyeNaW5qTZs2BQBkZGTg5MmTJo4m7y5evKg3ze7du6FQKAAArVu3zvO22rRpI03v3LnToHX+/fdfANldi+saw96Q/Xj48CFCQkIAAM2aNWOX4URERRDLBQWL5QIyRIlpXHHjxg189NFHqFu3LlxdXeHs7IzatWtj8uTJOboEzQ0fHx8IgpDnz+sVPkRERERERESUex06dMDq1auxevVq9OzZM8fyZcuWYdGiRXBycsrRHW2/fv1w+PBhnWPiEhGZQrNmzfD2228DyB6bu0+fPnj48KGJowL69OkjTS9YsACiKOpdx5A0hW3Dhg14+vSp1uVZWVlYsGABgOwx24cNG5bnbb311lvSePYLFizQOVY6AFy4cAEHDx4EAPTr1w8uLi5a0167dk1Kq838+fOlh0HDhw/PTehERGQmWC4oWCwXkCGKfeMKhUKBuXPnon79+li+fDmuX7+OhIQEJCUlISwsDN999x0aNGiAb775xiTxKcchIiIiIiIiIqKCNW3aNDx+/BjHjh3DH3/8ge3bt+P+/fvYsmULx5glKOSZpg6BSKNffvkF9erVA5BdWd6sWTNs27ZN73pPnz7F/PnzCySmpk2bIiAgAABw9OhRTJgwAVlZWRrTZmRk4Pvvv8d3331XILHkR0JCAvr27YuXL1/mWJaZmYnRo0fj2rVrAIDAwEBUrVo1z9uqUqUKRo0aBQCIjIxEnz59NG4XAG7fvo2BAwdCFEXY2tpi1qxZevMfNmwYrl69qnHZqlWrsHLlSgBA9erVMWTIkDzuBRERmRrLBQWH5QIyhKWpAyho06ZNw7Jly6TvAQEBaNSoEVJSUnDo0CHcvXsXmZmZ+Pjjj2Fvb4+xY8fmKv/JkycjPj7e4PS3b9/GX3/9BQDw9/eXusohIiIiIiIiooJna2uLdu3amToMMjMPDvyCzIRngLX2sYuJTMXe3h5HjhxB//79ceLECcTGxqJ///7w8/NDz5490bBhQ3h6ekKhUODly5cICwtDcHAwjh8/DgcHB3zxxRcFEtdvv/2GRo0aIT4+Hj/99BMOHjyI4cOHo0GDBrCzs8PTp09x9uxZbN68GY8ePcK8efMKJI78aNOmDYKDg1GrVi2MHz8ezZo1g0wmQ1hYGFavXi31eFy1alWjPARavnw5Ll68iEuXLuHYsWOoVq0aRo8ejVatWsHFxQXPnj3DkSNHsGHDBqSlpUEmk2HVqlWoXbu2znybNGkiPWAbNWoUOnfuDBcXF0RHR2PTpk3S26t2dnbYsGEDbG1t870vRERkGiwXFByWC8gQxbpxxa5du6SGFW5ubtixYwf8/f2l5XK5HNOnT8eSJUsAAJMmTULXrl1RuXJlg7cxefLkXMXUo0cPaVq5XSIiIiIiIiIiMo2slETc3TgTcBijNl8QTBQQkQYeHh44fPgwvv76ayxdulR6WKJvuGNPT88Ci6ly5co4efIk+vTpg3v37iEiIkLrAxsPDw+0aNGiwGLJq/fffx8tW7bE119/rfUt0MaNG2Pnzp1G6eHI3t4eQUFBGDlyJLZu3YoXL17g66+/1pjW09MTa9asQe/evfXmW79+fXz66acYPnw4VqxYgRUrVuRIU6ZMGWzatMks/w5ERJQ7LBcUDJYLyBDFdlgQURQxY8YM6ftff/2l1rACACwsLLB48WL06tULQHZXNAXZ4OHEiRPYv38/AODNN99E8+bNC2xbRERERERERESk3+11n2mcb+1SupAjIdLNysoK06dPR1RUFNauXYshQ4agZs2acHd3h4WFBezt7VG+fHm0adMGEydOxO7duxEeHl6gMdWpUwfh4eFYuXIlunTpgjJlysDKygoODg6oXLky+vbti19++QV3795Fp06dCjSWvFqyZAkOHTqE3r17o0yZMrC2tkbZsmXRo0cPrF+/HufPn0f58uWNtj0nJyds2bIFp06dwnvvvYeaNWvC2dlZ2m6XLl2wfPly3Lt3z6AHKEoDBgzApUuXMGbMGPj4+MDa2hru7u5o2bIlFi5ciFu3brHnJiKiYoTlgoLBcgHpI4iiKJo6iIKwb98+vPHGGwCAbt26SY0aNAkPD4efnx8AwMHBAS9evIC1tbXRY/L398fJkychCAJCQ0NRt27dXK2fmJgIFxcXJCQkwNnZ2ejxGVNqairOnz8POzs72NjYmDocIiIiIiKiYik9PR2pqalo1qwZ7OzsTB0OmUBRqiswVyEzOuNV9DVsdHgfN6wbSfNHdauBMW/UMmFkRFQQ1q1bh5EjRwIAfv/9dwQGBpo4oryJioqSemAePXo01qxZY+KIyBwU13JB9wkbEA8X6fucrnbo0rOLCSMiouKC5QLKrWI7LMiOHTuk6XfffVdn2lq1aqFJkyYICQlBcnIygoOD0aFDB6PGc/jwYZw8eRJAdq8VuW1YQURERERERFRSKV+IKGiCIODGjRuFsi0yIzIB16waqTWsALKPByIiIiIiIiKlYtu4Yt++fQCyb4Q7duyoN31AQABCQkIAZA/fYezGFXPnzpWmVYcrISIiIiIiIiLdbt68WeAPukVR5MP0EipTtMCfju+bOgwiIiIiIiIyc8WycUVcXBxiY2MBADVr1oSrq6vedZo2bSpNR0REGDWekydPSr1WdOnSBY0aNdKzBhERERERERGpKqajmpIZ+Ce1rcb53l6OhRwJERERERERmbNi2bji9u3b0nTVqlUNWsfHx0eaNnbjisWLF0vT06ZNM2reRERERERERMVdZGSkqUOgYuyBvHSOeW+0qIQODcubIBoiIiIiIiIyV8WyccW9e/ek6YoVKxq0Tvny/90wx8XFGS2WmzdvSkOU1KtXz6AhSpTS09ORnp4ufU9MTDRaXIUlMzPT1CEQEREREREVWyXlnsvb29vUIVAxJiBnryhfvN3QBJEQERERERGROSuWjStUGyG4uLgYtI6Tk5M0nZycbLRYli9fLnVd+tFHH+Vq3YULF2LOnDlGi6UwyWQy2NraIi0tDVlZWaYOh4iIiIiIqNiytbWFTCYzdRhExcYHTUpGoyUiIiIiIiLKnWLZuEK1cYStra1B66imS0lJMUocSUlJ2LhxIwDA1dUVgwcPztX6n3/+OaZMmSJ9T0xMNLgnDlOzsbFBgwYNoFAoTB0KERERERFRsSaTyWBjY2PqMIiKDZmQsycLIiIiIiIiomLZuCItLU2atrKyMmgdCwsLjdP58eeff0oNPd5++23Y2dnlan0bG5siXUFWlGMnIiIiIiIiIiKi4mfEiBEYMWKEqcPINx8fH6nHZCIiIsoblgsot4plv6GqjRjS09MNWic1NVWaVh0iJD9Wr14tTb/77rtGyZOIiIiIiIiIiIiIiIiIiIgKV7HsucLR0VGaNnSID9V0xmhccfnyZVy8eBEA0LhxYzRo0CDfeRIRERERERFRTnPnzjVaXjNnzjRaXkRERERERERUfBTLxhXu7u7S9OPHjw1aJzY2Vpr29vbOdwy//fabND1y5Mh850dEREREREREms2ePRuCIBglLzauICIiIiIiIiJNiuWwIL6+vtJ0VFSUQetER0dL035+fvnaviiK2L59u/S9d+/e+cqPiIiIiIiIiHQTRTFXH03rFLQbN27go48+Qt26deHq6gpnZ2fUrl0bkydPRlhYWIFvn4iIiIiIiIjyrlj2XFGjRg1YWFhALpcjNDQUcrkcFhYWOtcJCQmRpuvXr5+v7V+4cEHqCaNhw4aoWLFivvIjIiIiIiIiIu0WLlxocNrExESEh4fj8OHDePXqFdzd3TFhwgTY2NgUWHwKhQLz58/H3LlzIZfL1ZaFhYUhLCwMP//8MxYtWoQpU6YUWBxEREREhS312X1ErPsMr+6HA6ICoqgARAWgbNyq+G+eKIr/n69QmS9CdP6qmL4qTERERU2xbFxha2uLli1bIjg4GElJSQgJCUHz5s11rnPs2DEAgEwmQ/fu3fO1/R07dkjTvXr1yldeRERERERERKTbp59+mut1kpKSMHPmTHz33XfYsmULdu/ebZRhQjWZNm0ali1bJn0PCAhAo0aNkJKSgkOHDuHu3bvIzMzExx9/DHt7e4wdO7ZA4iAiIiLKDVEhR3LsbSgy0jQt1bKS+tcrCwdAkZ5i9NiIiIhMoVg2rgCAPn36IDg4GADw22+/6WxcERERgdOnTwMA2rZtC09Pz3xtW7VxBYcEISIiIiIiIjI/Tk5O+Pbbb+Hu7o6ZM2eiV69eOHv2LOzt7Y26nV27dkkNK9zc3LBjxw74+/tLy+VyOaZPn44lS5YAACZNmoSuXbuicuXKRo2jOFC+zQqIatPSG67Kt12zE6unxf/fjP1/eqgMDYNCGBKGiIioqEl7/hBXvuqHtKdRpg4lBytnd1OHQEREJVSxbVwxbNgwzJo1CykpKVi3bh0mTJiAOnXqaEw7depUaXratGn52m50dDTCw8MBAB4eHmjUqFG+8iMiIiIiIiKigjN9+nSsX78eN27cwJo1azBx4kSj5S2KImbMmCF9/+uvv9QaVgCAhYUFFi9ejPDwcOzevRsZGRlYsmQJVqxYYbQ4zIE8IxW3136KF6FHochMz9lIQhRfa/igukxRoLEpnKYX4xoyIiKivHl8/E+zbFgBALbuFUwdAhERlVDF9tbRy8sLH374IZYsWYKMjAz06dMHu3fvhp+fn5RGLpfjs88+w86dOwEA/v7+6NGjh1o+6enpGDp0KA4ePIju3btj48aNsLa21rrdEydOSNMtW7aEIAhG3jMiIiIiIiIiMhaZTIauXbvi559/xh9//GHUxhX79+/H9evXAQDdunVD165dtaZdvHgxdu/eDQD4/fff8d133+msfyhqYg6swZOTm00dBhERERkoPf6pUfJRQMAtqzp4bFEBCgjwaNYHsLaDKApQANn/itnpRAAKMXueHNntKxUQkH4rCchU6WmKj12IiMhEim3jCgCYO3cujh8/jnPnzuHevXuoV68eunfvjlq1aiExMREHDhxAdHQ0AKBcuXLYtGlTjjx+//13bNu2DQDwzz//oGvXrhg9erTWbZ46dUqabtGihZH3iIiIiIiIiIiMzcXFBQBw9+5do+arOmzou+++qzNtrVq10KRJE4SEhCA5ORnBwcHo0KGDUeMxpeSYcFOHYDBrl/wNF0tERFRcRFtUwS2rusgUrCAKMkCW/UhJhADx/y0cRMj+/x0QBQGQlmXPu2jZTD3TawCQWng7QUREZETFunGFjY0N9uzZg7fffhsHDx6EXC7Hnj17sGfPHrV0jRo1wt9//42yZcvqzVNfTxShoaHSdO3atfMWOBEREREREREVGmWjitRU41b079u3D0B2XULHjh31pg8ICEBISAiA7J4xi1PjCqVMWEIBCygEmfRgRiE9lPn/v4Ls/2+v/vevcr56+v9PCyppXl8uvJa3Mk+VbSQLDmox2nlVNtGvQ0REZD5uvXLGL06fQCFYmDqUHGytzS8mIiIqGYp14woA8PDwwIEDB7B161asXbsWV69exdOnT1G6dGn4+fkhMDAQgwcP1trV5rBhw7B//35pWJDAwECd2wsLC5Oma9asadR9ISIiIiIiIiLjio2Nxd69eyEIgkEvXRgqLi4OsbGxALLrB1xdXfWu07RpU2k6IiLCaLGYg1dyK6xxnIx7lr7Zb76aMw7xSkRExZyoUCBy6xI8O7sT8vQUQBQhQsweh0MUIYrASbELFGbYiKGcuz1qVXIzdRhERFRCFfvGFUD2GyIDBgzAgAEDcr2ujY0Ntm7danD6hISEXG+DiIiIiIiIiApfeHg4Bg8ejOTkZAiCgICAAKPlffv2bWm6atWqBq3j4+MjTRe3xhWHX1TCXatqpg7DIBYyNq4gIqLi7dn53di+/yyuWb+BDGh+8TTS2rdAtu1ftwysLGWQyQTIBCH7X5kAmYD/5gkCLGQChP/Py54WUMrJBp0alWfPFUREZDIlonEFERERERERERVfGzZsMDhtSkoKYmJicObMGZw4cQIKhQIAIJPJMHnyZKPFdO/ePWm6YsWKBq1Tvnx5aTouLs5osZiDpxn2pg7BIBYyAbV9+DYsEREVb6evRGGLw8hcr9erZSXIBAEQAJkgQED2y62CgP9/sucp0whCdqMJAYC7iy06N66AUk42xt4dIiKiQsPGFURERERERERUpI0YMQJCHoZyEEURQHbF/48//og6deoYLabExERp2sXFxaB1nJycpOnk5GSNadLT05Genq5xO8Wd6hutgiDAQvb/hzbSW67ZywXVt12FnG/DCqrz/j8tCICzvTX6tfFBRU9HU+8qERGRQfJaLriZmPtGj4Fty+KDQQ1zvR4REVFxwsYVRERERERERFTkKRtK5IYgCPD398f8+fPRunVro8aj2jjC1tbWoHVU06WkpGhMs3DhQsyZMyd/wZmBtqXjMW3i4Oy3WVUbSMig0ngiu9GDsitwIiIiUpfXcoFCzN111d7GEt3a1Mz1doiIiIobNq4gIiIiIiIioiJt1qxZBqe1traGk5MTfHx80KRJE5QpU6ZAYkpLS5OmraysDFrHwsJC47Sqzz//HFOmTJG+JyYmGjzsiDkpZZMJDxfDGp0QERGRZsYsF3w8sK7G+dZWFmhawxNl3YvGEF9EREQFiY0riIiIiIiIiKhIy03jisJiZ2cnTat2161LamqqNK06RIgqGxsb2NgUvbHK53wyFGkqv4O9g52O1ERERGSIvJYLJnwYiPfSM6Tv1laWcHZi4wkiIiJ92LiCiIiIiIiIiMjIHB0dpWltQ3y8TjWdtsYVRZWLmwtcTB0EERERAQCcHGzh5MAepIiIiHJLZuoAiIiIiIiIiIiKG3d3d2n68ePHBq0TGxsrTXt7exs9JiIiIiIiIiLKOzauICIiIiIiIiIyMl9fX2k6KirKoHWio6OlaT8/P2OHRERERERERET5wGFBiIiIiIiIiKjYkMvlCA4OxpUrV/D48WO8evUKcrncoHUFQcBPP/1klDhq1KgBCwsLyOVyhIaGQi6Xw8LCQuc6ISEh0nT9+vWNEgcRERERERERGQcbVxARERERERFRkSeXy7F06VIsW7YMz58/z3M+xmpcYWtri5YtWyI4OBhJSUkICQlB8+bNda5z7NgxAIBMJkP37t2NEgcRERERERERGQeHBSEiIiIiIiKiIm/w4MGYPn064uLiIIpinj7G1qdPH2n6t99+05k2IiICp0+fBgC0bdsWnp6eRo+HiIiIiIiIiPKOPVcQERERERERUZG2ceNGbNu2DYIgAACcnZ3RtWtX1KlTB56enrCzszNJXMOGDcOsWbOQkpKCdevWYcKECahTp47GtFOnTpWmp02bVlghEhEREREREZGB2LiCiIiIiIiIiIq0devWSdNDhw7FihUr4OTkZLqA/s/LywsffvghlixZgoyMDPTp0we7d++Gn5+flEYul+Ozzz7Dzp07AQD+/v7o0aOHqUImIiIiIiIiIi0EsSD6vaQCkZiYCBcXFyQkJMDZ2dnU4RARERERERGZBU9PT7x48QI+Pj64desWLC3N512S9PR0tGvXDufOnQMAWFhYoHv37qhVqxYSExNx4MABREdHAwDKlSuHkJAQlC1b1uD8WVdARERESiwXEBERFSzzqW0gIiIiIiIiIsqD5ORkAEC3bt3MqmEFANjY2GDPnj14++23cfDgQcjlcuzZswd79uxRS9eoUSP8/fffuWpYQURERERERESFx7xqHEgnZScjiYmJJo6EiIiIiIiIKG+cnJwgCIJR86xYsSLu3LkDV1dXo+ZrLB4eHjhw4AC2bt2KtWvX4urVq3j69ClKly4NPz8/BAYGYvDgwbC2ts513qwrICKioqwgygUlGcsFRERUVBWVMgEbVxQhSUlJALIrjYiIiIiIiIiKooLoprp58+aIiIjAlStXjJqvMQmCgAEDBmDAgAFGzff58+cAWFdARERF09OnT+Hp6WnqMIoNPkMgIqKiqqgMaSWIyqaMZPYUCgUePnxYJFruJCYmomLFinjw4EGR+I9ARERFD681RERU0HitKRgFcU978eJFNG3aFBYWFjh06BACAgKMmr85i4+Ph5ubG+7fvw8XFxdTh0NFDM9zlB88fig/lMdPfHw8r19GlNdnCPz/TLrw+CB9eIyQPoYcI0Xh+TfAniuKFJlMhgoVKpg6jFxxdnbmiZSIiAoUrzVERFTQeK0xf40bN8acOXMwa9Ys9O7dG6tXr8bgwYNNHVahkMlkAAAXFxcep5RnPM9RfvD4ofwoCg9RipL8PkPg/2fShccH6cNjhPQpDscIG1cQERERERERUZH35ZdfwsrKCrNnz8bQoUOxdOlSDBo0CPXr14eLi4vBD2+aNWtWwJESERERERERUVHExhVEREREREREVCx8+OGHiIiIwNq1a3Hp0iVcunQpV+sLgoCsrKwCio6IiIiIiIiIijI2rqACYWNjg1mzZsHGxsbUoRARUTHFaw0RERU0XmuKlosXL6JHjx6Ii4uTeqkQRdHEURU8HqeUHzx+KD94/FB+8PgxL/x7kC48PkgfHiOkT3E6RgSxJNQ0EBEREREREVGxFRUVhQYNGiAxMVGaJ5PJUKVKFXh6esLa2trgvI4dO1YQIRIRERERERFREceeK4iIiIiIiIioSJs/fz4SExMhCAKcnZ0xf/58BAYGwsXFxdShEREREREREVExwZ4riIiIiIiIiKhIq1ChAh4+fAhLS0ucOnUKTZs2NXVIRERERERERFTMyEwdABERERERERFRfsTFxUEQBHTr1o0NK4iIiIiIiIioQLBxBREREREREREVaeXKlQMA1KlTx8SREBERERU/MTExmDNnDmJiYkwdCpnY3r178eOPP5o6DCIik2HjCjKqGzdu4KOPPkLdunXh6uoKZ2dn1K5dG5MnT0ZYWJipwyMiIiPavXs3RowYgRo1asDV1RU2NjYoV64cevfujfXr1yMjI0NvHtu3b4cgCAZ/DL15M+b1KC0tDRs2bECXLl1QqVIl2NraokKFCujcuTPWrVtn0H4SEVHu1a9f3+Drg4eHh978jH0+57XGvCh7q0hMTDRxJIWH998lizHK3krmfD6kwvPXX3+pXUsNwWOn5Lp58yY++eQTNGzYEE5OTrC0tJT+XqNGjcLly5f15sHjp+javXs3GjdujNmzZ7NxRQmWmpqKjz76CL169WLjCkJISAimTp2K1q1bo3Tp0rC2toaTkxNq1aqF9957D2fPnjV1iGRixq7TMSsikRHI5XJxzpw5ooWFhQhA48fKykpctmyZqUMlIqJ8unv3rtiiRQut53vlp1atWuL169d15vXrr7/qzUf188MPP+jMz9jXoxs3boh16tTRGVOTJk3EyMhIQ38+IiIyUMWKFQ2+Pri7u+vMy5jnc15rzNOJEydEQRBEb29vMS0tzdThFCjef5csxix7i6J5nw+pcNWvX1/tb6UPj52SKT09Xfzkk09EmUym82//6aef6syHx0/RFBUVJfbt21fttz1z5oypwyIT2LFjh+jj4yMdB76+vqYOiUyoT58+Bt2nDx06VExJSTF1uGQixqzTMTeCKIoiiPLpk08+wbJly6TvAQEBaNSoEVJSUnDo0CHcvXtXWrZixQqMHTvWFGESEVE+PXnyBLVr18bz588BALa2tujYsSNq1KgBmUyGK1eu4NixY1AoFAAALy8vnDt3Dt7e3hrzW7p0KaZOnQoAeO+991C2bFmd2+/RoweaNWumdbkxr0dRUVFo0qSJtK+enp7o2bMnPD09cevWLezduxdZWVkAgBo1auDChQtwdnbWGT8RERnO0dERycnJqFGjBoYMGaIzrb29PaZNm6ZxmbHP57zWmK/p06dj0aJFGDp0KNavXw8LCwtTh1QgeP9dchi77G3O50MqXNu3b0e/fv3U5umqIuaxUzIlJiaiY8eOCAkJkeY1adIEDRs2hLu7Ox49eoQ7d+7gzJkzmDp1KhYtWqQxHx4/RU9UVBQWLVqEtWvX5uhR5MyZM2jRooWJIqPCtm/fPsybNy9HLwS+vr64efOmiaIiUytTpgyePHkCNzc3+Pv7o2rVqrCxscGjR48QFBSEqKgoKW2vXr2wa9cu0wVLJmOsOh2zZOLGHVQM7Ny5U2pd5ObmJh4/flxteVZWljht2jQpjbW1tXjv3j0TRUtERPkRHh4uvQXy5ZdfinFxcTnShIaGqrVmf/PNN7XmN336dCndrVu38hWbMa9HCoVCbNy4sZQ2MDAwR0vrGzduqLXAfffdd/MVPxER/ScjI0M6vw4ZMiTP+Rj7fM5rjflbsmSJaG1tLdavX1/8+++/xcTERFOHZFS8/y5ZjFn2NufzIRWuzMxMsUaNGjneGNSGx07JlJ6eLrZv3176OzRr1kwMDQ3VmPbhw4fi5cuXNS7j8VO0/Pvvv2KnTp3UeiqxtLQU3dzc2HNFCfPll1+KVapUUbtOlC5dmj1XkCiKotioUSNx7dq1Ynp6eo5lCoVC/Omnn9TOIzt27DBBlGRKxqrTMVdsXEH5olAo1Lp0O3DggNa0vXr1ktKNHTu2EKMkIiJjCQ8PFytUqCBeuXJFZ7rQ0FCpi05BEMTY2FiN6caOHStdG54+fZrnuIx9Pdq8ebOUplWrVqJcLteY7sKFC9LNgpWVlXj//v087wMREf3n8ePH0nl4/Pjxec7HmOdzXmvMW61ataSPs7OzKAiCKJPJRAsLC7F8+fJizZo11dJo+/j5+Zl6V7Ti/XfJY8yytzmfD6lwLV++XAQg2tjYiE5OTnobV/DYKZnmzJkj/f69evUSMzMz85QPj5+iZfjw4WoP02vVqiWeOHFCbNeuHRtXlDCvN8AbNmyYeOnSJTauIFEURTE1NVVvmnHjxknHy6BBgwohKjInxqrTMVdsXEH5snfvXuk/SLdu3XSmDQsLk9I6ODhobNVGRETm7cmTJwaP+d6tWzfpvL9x40aNaQYPHiylycjIyHNcxr4eNW3aVEpz9uxZnfkNGjRISvvVV1/leR+IiOg/yre1AYgzZszIcz7GPJ/zWmPelI0pXv9om68rrbni/XfJY8yytzmfD6nw3L9/X3R0dBQBiNOmTRO9vb31Nq7gsVPyxMbGig4ODiIAsUaNGjl6msgNHj9Fi7JxhY+Pj/jTTz9J9TRsXFHyqP5fU/7NIyMj2biCDBYUFCQdLw0bNjR1OFTIjFWnY65kIMqHHTt2SNPvvvuuzrS1atVCkyZNAADJyckIDg4uyNCIiKgAlC5dGj4+PgalbdiwoTT98OFDjWlevnwJIHsMNisrqzzHZczr0cOHD6UxZWvXro3mzZvrzO+dd96Rpg8cOJCbsImISAvl9QEA3Nzc8pSHsc/nvNaYPzH7BRK1j7b52tKaM95/lzzGKnub8/mQCtcHH3yAV69ewcvLCzNmzNCbnsdOyfTdd98hOTkZAPDNN9/Azs4uT/nw+Cl6unTpgr179yIiIgLjx4/PVz0NFW2zZs1CeHg49u/fjxYtWpg6HCqCypUrJ03LZHwUXdIYo07HnPGIpnzZt28fAEAQBHTs2FFv+oCAAGn6xIkTBRUWERGZAQsLC2la2wOLFy9eAMh/IcuY16N9+/ZJ8Xbp0kVvXv7+/tJNwpkzZ5CZmWlo2EREpIXy+gDk/Rph7PM5rzXmLTIy0iife/fumXpXtOL9N+miq+xtzudDKjz//PMPdu/eDQD4+uuv4ezsrHcdHjsljyiK+OuvvwAA1apVwxtvvJHnvHj8FD1Dhw5Fjx49YGlpaepQyMRmz56NmjVrmjoMKsKePXsmTfv6+powEjIFY9TpmDNeJSnP4uLiEBsbCwCoWbMmXF1d9a7TtGlTaToiIqKgQiMiIjNw//59abp06dIa0yhbseankGXs69GVK1ekaUNa5zs5OcHX1xfh4eHIyspCVFQUqlevbljwRESkkTHecjDm+ZzXGvPn7e1t6hAKFO+/SR9dZW9zPh9S4YiPj8ekSZMAZD/AHjZsmEHr8dgpeU6fPo0HDx4AAN5666185cXjh4io5Nq2bZs03bdvX9MFQibBniuItLh9+7Y0XbVqVYPWUe3OkoVaIqLi7dKlS9K0ajfFqozRc4Wxr0e8vhERmZ4x3nIw5vmc1xoyNR4zpI+usrc5nw+pcIwdOxaPHj2CjY0NVq1aZfB6PHZKnjNnzkjTqg0i7t27hz/++ANLlizBd999h507d+LVq1c68+LxQ0RUMu3duxfff/89AKBly5bo37+/iSOiwsaeK4i0UO0utWLFigatU758eWk6Li7O6DEREZF5OHHiBK5fvw4guyvR+vXr50gjiiISEhIAAMePH4cgCAAAW1tblCpVCrVq1UJAQABGjhypdv14nbGvR7y+ERGZnupbDu3btweQPU6ri4sLypQpgxYtWqBv377o2bOn1vFbjXk+57WGTI3HDOmir+xtzudDKni//fYb/v77bwDAF198katu3nnslDyqDbXq1auHBw8e4N1338WhQ4dyDDlka2uLDz74ALNnz4ajo2OOvHj8EBGVDKmpqXj8+DEuXbqEP//8E9u3b4coimjevDl27dql9Z6dii9j1OmYs6IXMZmNxMREadrFxcWgdZycnKTp5ORko8dERESml5qainHjxknfP/vsM43p4uPjoVAocsxPS0vDw4cPceTIEXz55ZeoXLkyPvvsM63jyxv7esTrGxGR6am+5aCkUCjw8uVLhIeHY+3atejTpw/q1Kmj9hBAlTHP57zWkKnxmCFtDCl7m/P5kArW7du3MXHiRABA48aNtd6bacNjp+QJCwuTpuPj49GoUSMcPHgwR8MKIPvefdmyZWjXrh2eP3+eYzmPHyKi4mvjxo0QBAGCIMDe3h5VqlTBgAEDsG3bNtSuXRsrVqxAcHAwPDw8TB0qmYAx6nTMGXuuoDxTLZTa2toatI5qupSUFKPHREREppWVlYUhQ4ZIFTIdOnTAyJEjNaZVKBT45JNP4ODgIM3LyMjAy5cvce3aNZw7dw5ZWVnIzMzE4sWLcePGDezYsQMWFhZq+Rj7eqTMTxAE2NjY5Ds/IiLKvaZNm2LmzJlSr0aiKCIpKQkxMTE4ffq0NOZ2eHg4WrVqhYMHD8Lf318tD2Oez3mtMX9z5841Wl4zZ840Wl7Gwvtv0sTQsrc5nw+p4GRkZGDIkCFITk6GnZ0dNmzYAEvL3FUF89gpeZQPQ2QyGUaNGoW4uDg0b94c06dPR9u2bWFnZ4eIiAisX78e33//PTIzM3Hp0iWMGDECu3fvVsuLxw8RUcljbW0NLy8vxMfHIy4uDmXKlDF1SGQCxqjTMWdsXEF5lpaWJk1bWVkZtI7qA7HXH44REVHR9urVKwwePBj79u0DAPj6+mLTpk1au/Zyd3fH119/rTW/R48eYebMmVizZg0AYM+ePVi8eDGmT5+uls7Y1yNlfrmpeOT1jYjIuAIDA7UuUygU2LVrFyZMmICYmBikp6ejf//+uHv3LpydnaV0xjyf81pj/mbPni1V3OSXOTau4P03vS43ZW9zPh9Swfn444+lNwGXLVsGPz+/XOfBY6fkUQ7dqVAoEBISgsDAQKxbt07t969bty6WLl2Kjh07omfPnlAoFNizZw+OHj2KDh06SOl4/BARFV/16tXDrFmzAGQ3YFP2SHDhwgUcOXIER44cwfz587Fs2TK8//77Jo6WCpsx6nTMGRtXUJ7Z2dlJ0+np6Qatk5qaKk2rds1GRERF2/Xr1zFgwADcunULAFC/fn3s27cPnp6eec6zbNmyWL16NcqUKYP58+cDAJYsWYJJkyap9XZh7OuRnZ0dkpOTkZmZCYVCYdC4b7y+EREVHplMhr59+6Jx48Zo3rw5Hj16hLi4OPzwww+YMWOGlM6Y53Nea4oGTV2W6yIIQo51jNVAw9h4/02qclv2NufzIRWMtWvX4scffwQADBo0SG3omNzgsVPyqPYQUb16daxZs0Zrw4Tu3btjzJgxWLVqFQBgzZo1ao0rePyYRlBQEIKCgvSmmzx5MlxdXQs8HiIqnurVq4d69erlmB8fH4+VK1di7ty5SE5OxtixYyGXyzF+/HgTREnmyNA6HXPGxhWUZ46OjtK0oV2rqaYrSYVaIqLibMOGDRg3bpx0jh84cCB+/fVXo53nZ82ahb/++gt3795FQkICjh07hp49e0rLjX09cnR0lCqUUlNT1Rpy5CU/IiIqGBUrVsSCBQukLvC3b9+udiNuzPM5rzXmb+HChQanTUxMRHh4OA4fPoxXr17B3d0dEyZMMLjLclPg/Tcp5aXsbc7nQzK+s2fPSo0pfH19pZ4A84LHTsljZ2eHV69eAQAmTpyo99r47rvvSo0rjh07praMx49pBAUFYc6cOXrTjRgxgo0riMjoXF1d8dlnn6FFixbo1KkT5HI5PvnkE/Tp0wfly5c3dXhkRvTV6ZgzNq6gPHN3d5emHz9+bNA6ynF0AMDb29voMRERUeHJysrCpEmT8PPPPwPIHs906dKl+OCDD4y6HUtLS7z55ptYunQpAODy5ctqjSuMfT1yd3fHkydPpPyqVq2ar/yIiKjg9OvXD6NHj4ZCoUBoaChEUZR6HjDm+ZzXGvP36aef5nqdpKQkzJw5E9999x22bNmC3bt3m+1vy/tvyk/Z25zPh2RcDx8+RL9+/ZCeng4HBwds27YtXw+VeeyUPM7OzlLjipYtW+pN37BhQ9jY2CA9PR2PHz9GRkYGrK2tAfD4ISIqyQICAhAYGIj169cjNTUVv//+Oz777DNTh0VmRledjjnT3xcXkRa+vr7SdFRUlEHrREdHS9N5GeuRiIjMQ3JyMnr06CFV7taoUQPnz583esMKJdVKmLi4OLVlxr4e5Te/WrVqGbQOERHln7Ozs9QNflZWFuLj46Vlxjyf81pTPDk5OeHbb7/F3Llzcf36dfTq1cvgt2ELG++/S7b8lr3N+XxIxjVhwgQ8evQIQPabo1OmTEG3bt20fpQPvgGozb969SoAHjslUcWKFaVp1aE4tLGwsFBr+KBsmAHw+DGV2bNnQxRFvR8fHx9Th0pExdwbb7whTV+4cMGEkZC50lWnY87YuILyrEaNGtKYe6GhoZDL5XrXCQkJkabr169fYLEREVHBycjIQI8ePXDo0CEAQK9evRASEoK6desW6DaVVLsDBYx/PVKtdLl06ZLevFJTUxEWFgYAqFy5MpydnfWuQ0RExqN6jVDtbtqY53Nea4q36dOno2rVqrhx40a+us8vSLz/LrmMUfY25/MhGdfz58+l6djYWPz77786P2lpaVJ61fkvXrwAwGOnJFI9tygb6uijPI5kMpnaMBM8foiISjYvLy9pWjlMFNHrtNXpmDM2rqA8s7W1lbqHS0pKUiuwaqMce08mk6F79+4FGh8RERWMSZMm4cSJEwCAkSNHYseOHQU+fum1a9ekadU3aQDjX4/at28vTR89elRvXsHBwcjMzAQAteFKiIio4MXExODly5cAsitulN1QA8Y9n/NaU7zJZDJ07doVoijijz/+MHU4GvH+u+QyRtnbnM+HZN547JQ8LVq0kKZPnTqlN/3Tp0+lxjhVq1aFTPbf4wYeP0REJdvTp0+ladWGFkRKuup0zBkbV1C+9OnTR5r+7bffdKaNiIjA6dOnAQBt27aVunohIqKi4/z581i1ahUAoF27dlizZo1a5UlBSEpKwvbt26XvnTt3zpHGmNcjf39/6W2bQ4cO4cGDBzrzW7dunTTdr18/nWmJiMi4NmzYIE2/fn0w9vmc15rizcXFBQBw9+5dE0eiHe+/Sx5jlb3N+XxIxhUUFGTQcADKj7e3t7Su6vyAgAAAPHZKor59+8LS0hIAsH79emRlZelMr3qv3qVLF7VlPH6IiEq2PXv2SNPKBnJEqnTV6Zg1kSgfHj9+LNrb24sARGtra/HatWta0/bp00cEIAIQ9+7dW4hREhGRsQQGBkrn8pCQkHzllZKSYlC64cOHS9ts3769xjTGvh5NmTJFSjN06FCteYWEhIgWFhYiALFp06YG7Q8REemWkZEhZmVl6U139epV0cnJSTpfBwUF5UhjzPM5rzXF2+DBg0VBEER7e3tTh6IV779LHmOWvc35fEim4+3tLf19tOGxU/IMGjRI+u3nz5+vNV18fLxYqVIlEYAoCIJ49erVHGl4/BQP7dq1k37PM2fOmDocMpHIyEjpOPD19TV1OGQihp4DgoODpfO6vb29+OTJkwKOjMyFMet0zBUbV1C+TZs2TTr4q1SpIt64cUNteVZWlvjJJ59Iafz9/U0UKRER5VeZMmVEAKKbm1u+8xozZow4adIkMTIyUuPy6Oho8c0335SuHzY2NuKlS5e05mfM69Hjx4/VCnfTp0/PUSi8evWqWLFiRaki6fDhw4bvPBERaRUZGSnWqVNH3LJli5iZmZljuVwuFzdu3Ci6urpK5+lBgwZpzMvY53Nea4qnmJgY0dHRUZTJZGLVqlVNHY5OvP8uWYxZ9jbn8yGZjiGNK3jslDx37twRra2tpb/n0qVLRYVCoZYmOjpabN68ufR3eueddzTmxeOneGDjChJFNq6gbD4+PuLQoUM1NqgTxezz8Nq1a0VnZ2fpeFmwYEEhR0mmZMw6HXMliKIogigf0tPT0a5dO5w7dw4AYGFhge7du6NWrVpITEzEgQMHEB0dDQAoV64cQkJCULZsWVOGTEREeZCUlARnZ2cAgJubGyZOnJir9QMCAqTuZQFgxIgRWL9+PWQyGRo0aIAmTZrAw8MDr169wtWrV3Hq1ClpvFVLS0ts3LgRgwcP1pq/sa9H27dvR//+/aEsKvn4+KBr165wcXFBWFgY9u/fD7lcDgCYM2cOZs6cmavfg4iINIuKikLlypUBAO7u7vD390flypVhbW2N2NhYHDt2DDExMVL65s2b48iRI3BwcNCYnzHP57zWFD/h4eEYPHgwrl+/DkEQMHLkSKxZs8bUYWnF+++Sw9hlb8C8z4dkGj4+PtLfSVcVMY+dkmf9+vUYMWKE9L169ero3LkznJ2dcfPmTRw4cABpaWkAgPr16yM4OBiOjo4a8+LxU/QFBATg+PHjAIAzZ86gRYsWJo6ITEH1Ps3X1xc3b940cURkCqplhxo1aqBly5bw8vKCIAi4f/8+goKC8OjRIyn9sGHDsH79egiCYKqQqZAZu07HLJmsWQcVK8+ePRO7dOkitTLS9GnUqJEYERFh6lCJiCiPHjx4oPM8r+8za9YstfxGjhxp0Ho1a9YUT506ZVCMxr4e/fHHH6Kjo6PWvKysrMTFixfneIuHiIjyLjo62qDrg5WVlThp0iQxLS1Nb57GPJ/zWmOe1q9fb/BnxYoV4owZM8QOHTqIlpaWokwmEwVBEC0tLXV2MW4ueP9dMhi77K1kzudDKnyG9FyhxGOn5Fm/fr1arxOaPn379hUTEhL05sXjp2hjzxUkiuy5grJ17tzZoLKok5OTuHz5ct7HlkAFUadjbthzBRmNKIrYunUr1q5di6tXr+Lp06coXbo0/Pz8EBgYiMGDB8Pa2trUYRIRUR6ptjrNi1mzZmH27NnS96SkJKxfvx4HDhxAeHg4Hj9+jPT0dDg5OaFMmTJo1aoVevfujV69ekEmkxm8HWNfj6Kjo7Fy5Urs2bMH0dHREAQBFStWRJcuXfDee++hZs2aufkZiIjIAGfOnMEff/yBc+fOITIyEomJiZDJZHB3d0fNmjXRoUMHDB8+HBUqVDA4T2Oez3mtMT8ymSxPb0Mpq0QEQcDPP/+M999/39ihFQjefxd/xi57qzLn8yEVLkN7rlDisVPyPHjwAKtXr8bu3bsRFRWF9PR0lC1bFv7+/hg+fHiOHnJ04fFTdLHnCgLYcwVlE0URBw8exLZt2xASEoLIyEgkJSXB2toaHh4eaNiwITp16oR33nlH6oWNSp6CqNMxJ2xcQURERERERERFWm4aYqoSBAH+/v6YP38+WrdubeSoiIiIiIiIiKg4sTR1AERERERERERE+TFr1iyD01pbW8PJyQk+Pj5o0qQJypQpU4CREREREREREVFxwZ4riIiIiIiIiIiIiIiIiIiIiHTIW7+ZRERERERERERERERERERERCUEG1cQERERERERERERERERERER6WBp6gCIiIiIiIiIiPRJSkrCt99+CwBwdHTElClT8p1namoqli5dClEUUb16dQwZMiTfeRIRERERERFR8cTGFURERERERERk9nbt2oXZs2dDEASjNKwAADs7O1y6dAm7du2Cvb09evbsCScnJ6PkTURERERERETFC4cFISIiIiIiIiKzFxQUJE2PHj3aaPmOGzcOoigiJSUFe/fuNVq+RERERERERFS8sHEFEREREREREZm90NBQAECVKlVQs2ZNo+XbsWNHuLq6AgCOHTtmtHyJiIiIiIiIqHhh4woiIiIiIiIiMnsPHjyAIAho2LChUfO1sLBAw4YNIYoibty4YdS8iYiIiIiIiKj4YOMKIiIiIiIiIjJ7iYmJAIAKFSoYPe8aNWoAACIjI42eNxEREREREREVD2xcQURERERERERmLzMzEwDg4OBg9LyVw4IoG3AQEREREREREb2OjSuIiIiIiIiIyOy5u7sDAF68eGH0vEVRBABkZGQYPW8iIiIiIiIiKh7YuIKIiIiIiIiIzF7p0qUBADExMUbP++nTpwAANzc3o+dNRERERERERMUDG1cQERERERERkdmrVasWRFHEiRMnIJfLjZp3aGgoAMDT09Oo+RIRERERERFR8cHGFURERPlw8+ZN1K5dG15eXti5c2ex3SYVbz/99BNcXV3RunVr6c1dIiIic9OtWzcAQGJiIg4ePGi0fGNjY3H58mUIgoC6desaLV8q+kaMGAFBECAIAjZt2mTqcCgfTFXeDQgIkI6hs2fPFtp2qejieYdMhcde8afvWhgVFSUdAzVr1jTadmvWrCnlGxUVZbR8qWj4/PPP4ezsjJ49eyItLc3U4ZR4s2fPlv4/Llq0yNThFFlsXEFERCYTFBQkXczz8wkKCjLZPsydOxdhYWF4+vQpxo8fX2y3ScVXcnIyJk+ejISEBJw+fRrfffedqUMiIiLSqHv37rCysgIAfPHFF0bLV7VSSdmAgwpfREQE5s2bhy5duqB8+fKws7ODlZUVnJ2dUbVqVXTp0gXz5s3Dw4cPTR0qFTEs7xYP48aNk+oAIiIiTB0OUb7wmlcyqDawmzlzZq7WbdeunbTu77//bvB6v/zyi7RekyZNpPm8FhIAZGRk4NChQ5gyZQpatGgBHx8f2Nvbw9raGm5ubvDz80Pfvn2xaNEi3Lp1K9/bu337NhYtWoSkpCTs3bs3V8cykSFUGwa+/rG0tISnpycaNmyIsWPH4tixY0bbLhtXEBER5YMoiiVim0Skm0KhwIkTJxATE2PqUIiIii0vLy+MHj0aoijiypUrmD17dr7zPHfuHFatWgUAsLe3R8+ePfOdJ+XOs2fPEBgYCF9fX8ycOROHDh3Cw4cPkZaWhqysLCQlJeHevXs4dOgQZs6cic2bN5s65EJz8eJF3Lx509RhkJkKDw/HxYsXCyRvURTxxhtvQBAE+Pr6IikpqUC2Y6jk5GT8+eefALIfVlavXt2k8ZhCTEwMPD09IQgCxo0bZ+pwKI94zSs6jHEN7t69uzR96NAhg9dLSkrCmTNn8rTu0aNHpekuXboYvB4Vb3K5HL/++iuqVauGLl264Ntvv8W5c+cQHR2N1NRUZGZmIj4+HuHh4di5cyc+//xzdO3aNd/bZR02mZJcLkdcXByuXLmCVatWoUOHDmjdujXu3buX77wtjRAfERFRnvj4+GDWrFlal8+fP18aT1tXOh8fH2OHZrAvv/wSV65cwYsXL/Dzzz8X221S8eXg4IBly5Zh5syZqF27NiZPnmzqkIqcJUuWYNmyZXj69CmOHTuGChUqmDokIqJia9asWdi4cSOSk5Mxb948lCpVChMnTsxTXjdv3kSvXr2QlZUFQRAwefJklCpVysgRky7R0dHo0KGDVMGlfMuyVq1aKFeuHDIzM/Hs2TNcuXIF165dKzEVtOvXr8esWbMQHR2NtWvXGrVr7pKouJV3Dxw4gI8++gg3b97ErFmz0LhxY6NvY9GiRdi3bx9sbGywZcsWODk5GX0bufH3338jMTERAPDee++ZNBZTqVChAn7//Xd0794dK1euRMuWLfHOO++YOizKBV7zigZjXoO7d++Ozz77DABw4cIFxMfHw9XVVe96hw8fRmZmpvT9yJEjBm9TtXdf1cYVxe1aSIZ7+PAh+vbtiwsXLkjzZDIZmjVrBl9fX3h5eUEURTx//hzXrl3DlStX1I6//PD19cXUqVOxYsUKtGvXDsOGDTNKvkSa9O/fH3Xq1JG+JycnIzY2FqdOncL9+/cBAKdPn0bz5s1x+vTpfDXWZeMKIiIyGR8fH51vHC5atEhqXGGMNxMLgp+fH8LDw4v9Nql4mzhxYp4fTFH2myGFOXY3EVFJ5uXlhfXr12PAgAEAgI8++ghnz57F999/Dw8PD4PzWb9+PSZMmIDk5GQIgoAqVapg2rRpBRU2aSCXyzFw4EDpIVOTJk2wbt061K5dW2P6+/fv4+eff4atrW1hhmkSZ86cQXR0tKnDKFaKU3n3ypUrBdqjSXh4uHT//cUXX6Bu3boFti1D/fLLLwAAd3d39OvXz8TRmE63bt0wcuRIrF27FhMnTkSnTp1Qrlw5U4dFBuA1r+gw5jW4Xr16KF++PGJjYyGXy3H06FGDzmEHDhxQ+/7w4UOEhYXBz89P53rXr1/HkydPAACOjo5o1aqV2vLidC0kw4SGhqJHjx7SEENOTk749NNP8f7772u9d4qPj8eWLVuwdetWo8SwZMkSLFmyxCh5EekyYMAAvPXWWznmi6KIbdu2Ydy4cXj27Bni4uIwaNAgXLp0CYIg5GlbHBaEiIiIiIiIiIqMN998EwsXLpTe6Pz777/h7e2NDz74AEeOHEFqaqrG9e7evYtVq1ahTp06GDVqFF69egVRFOHm5oZ9+/aZ/M3skmbv3r3SG3SVK1fGkSNHtD5kAoBKlSph0aJFGDt2bGGFSFQiffDBB8jIyICvry8+/fRTU4eDa9eu4dy5cwCA4cOHw8bGxsQRmdbSpUtRqlQpJCQkYNKkSaYOhwzEa17J1a1bN2na0OE9/v33XwDZjYpzs67qkCABAQGwtrY2NEwqhp4+fYo33nhDaljRuHFj3Lp1CzNmzNDZKN3V1RXvvvsu9u/fX1ihEhUoQRDQv39/7N+/H5aW2X1OXLlyBbt27cpznmxcQURERERERERFyrRp0/D777/D1tYWoigiNTUVK1euRJcuXeDq6ooqVaqgSZMm8Pf3R926dVG6dGnUqFED48ePV+sBrEqVKjhy5Ei+ugSlvNmzZ480PWLECDg7O5swGiICsruiP3bsGABg7ty5sLKyMnFE//VaAQBjxowxYSTmoVSpUpg6dSoAYMuWLQgJCTFxRGQIXvNKru7du0vTBw8e1Js+PDxc6jmjffv20vzDhw/rXVe1cYXqkCBU8igUCgwcOBCxsbEAgFatWuH48eMoW7asiSMjMp3GjRtj4MCB0vfdu3fnOS82riAiIiIiIiKiIuftt9/G2bNn0bVrVwDZ3X2KoojMzExER0fj8uXLOHXqFMLCwhAXFyctF0URFhYWGDFiBC5evIj69eubeE9KppiYGGla9c1MIjKdhQsXAgBq1qypVvlsKqmpqdi4cSMAwN/fHzVr1jRxROZhwoQJcHV1BQDMmzfPtMGQQXjNK7k6deokvSl97949aWgYbVR7C+jXr5/UyO348ePIysrSup5CocDx48el78ryMZVM//zzD06cOAEge0itTZs2wcHBwcRREZle586dpekbN27kOR82riAioiJv3bp1EAQBgiBIXSYmJiZiypQpqFChAmQyGQRBQHx8fI51L1++jGnTpqFNmzbw8vKCjY0NnJ2dUbt2bUyYMAF37tzJ9bZfFxAQIKU5e/YsACA5ORk///wzWrdujdKlS8POzg7VqlXDBx98gPv375vdNlUpFAps2rQJ/fv3h4+PD+zs7ODh4YGWLVvi+++/l7ribtGiRY4YjOHmzZv45JNPULduXbi4uMDe3h6VK1dGYGCg1rcA4uPj4eXlJcWjrKDT5vfff5fStmjRAgqFQlo2e/ZsadmPP/4ozQ8ODsawYcNQo0YN2Nvbw93dHc2aNcO8efPw8uXLXO3jhQsXMG7cOPj6+sLR0RFOTk6oUaMGxowZI3WJq01QUJAUn7L7yYyMDMydOxdVqlSBhYUFBEHAlStXpHU0HS+qoqKipOWqFZonT57E4MGDUblyZdjY2KB8+fIYPXo0IiMjc+QREhIi/T7KY6Zjx474/fffpW7dDRETE4OZM2eicePGcHd3h62tLSpWrIj+/ftj8+bNevNS7ofq2LUxMTGYMWMG6tWrBxcXFzg7O6Nhw4aYP38+kpOTNeaj+pspu+wEst8sUc4XBAEBAQEa179z5w6mT5+O5s2bw83NDdbW1ihXrhyaNm2Kzz//HNevXzf4NyEiKsnq1q2L/fv349y5cxg7diyqVq0KAGoNKVSvDbVr18aUKVNw+/Zt/Pbbb3BxcTFV6CWeatf+qr2JGENmZiY2btyIoUOHonr16nBxcZHKDF27dsXy5cuRmJiY7+2olrtGjBihN/3Zs2e1lhFGjBghLVu1apU0f+TIkWplCx8fH635Z2VlYf369XjjjTdQoUIF2NjYwNPTEy1btsS8efPw4sWLPO4p8PjxY+m+ytPTU2+Zq0OHDlLMuso1mZmZcHR0hCAIqFy5stZ0KSkp+PHHH9GhQweULVsW1tbW8PLyQvv27fHtt98iJSVFZzz6yruvCw4Oxvvvvw9fX184OzvDyckJderUwfTp06W3QD/77DMpz0WLFunNU3VfVqxYId2X2draonLlyhg1ahTCwsI0rqN6D/L5559L8+fMmaN2fOR13GgAiIiIkHqtGDt2rEF5paenY/Xq1ejevTsqVqwIW1tblClTBh06dMDatWshl8sBAGXKlJHie/z4scExbd68WbqPf++99zSm0VS+Dw0NxejRo1GtWjXY2tqidOnSGDx4MEJDQ3Osf+vWLYwfPx5+fn5wcHCAm5sbWrdujR9++AGZmZkGx1pY5x0AcHBwwPDhwwFkDzfx4MEDo+RLBacoX/O2bdsm/T/TNZTJ62rWrCmtp+n/HgC8ePECixcvRqtWrVC6dGnY2NigXLly6N69O9asWaOzMQEA+Pj45Di3PH/+HIsXL0aTJk1QqlQpODg4wM/PD59++imeP3+uMR9jXIO1cXFxQatWraTv+ob3OHDgAABAJpOhffv2aNq0KQAgKSlJZ33QxYsXpfOlt7c3atSokSNNbq+F+oiiiH/++QcDBgyQ6gc9PT3RqlUr/PDDD0hLSzMoH3OocxJFESdPnsSECRPQrFkzeHh4wNraGq6urmjYsCE+//xzPHr0SGceqtdqZblAFEXs2LEDPXv2RKVKlaRjfODAgTh16pRBv09uiaKo1vBu1qxZqFixolHyzksdvKb/p6pUy9MDBgyQ5t+9exdTp05FvXr14OrqCicnJ9SqVQsTJ0406DyqzFN1CJT4+Hh8++23aNmyJby8vGBnZwdvb28MHTrUoJ5lVBVE2dRYdffGpDyGR48ejVq1aqFUqVLScdyuXTt89dVXePLkSa7yLOjyoy7ly5eXpvNzbwSRiIjITNnY2IgARH2Xq7Vr10rp3n//fTEhIUGsX7++NE/5efnypbTOvXv3xI4dO+ZI8/rHxsZG/PPPPw3etibt2rWT0pw5c0a8ffu2WKtWLa3bdHBwEI8ePWpW21SKiIgQmzRpovM3q1evnhgVFSU2b95cLYb8ksvl4vTp00UrKyud23/zzTfFlJSUHOuvW7dOSuPj4yOmp6dr3E5KSopYoUIFEYBoaWkphoaGqi2fNWuWlM8PP/wgpqeni2PHjtUZk4eHh3j48GG9+5iWliaOHj1aFARBZ37jxo0Ts7KyNOZx7NgxKV3Xrl3FzMxMsUuXLjnyuHz5srTO68fL6yIjI6Xlvr6+okKhED///HOt8Tk7O4sXLlyQ1p87d67O/enXr5+YkZGh9/f5/vvvRQcHB515tW7dWnz27JnWPFT/b4uiKO7Zs0d0dnbWml+NGjXEmJiYHPmo/ma6Pu3atVNbTy6XizNmzBAtLS11rvf222/r/T2IiEiz2NhY8cyZM+Lu3bvFP/74Q9yzZ4945swZndcHKnyzZ89WKzvcvXvXKPkeOHBArFy5st5rtIeHh/jXX3/pzGv48OFSek1pVctdw4cP1xvbmTNntJYRVLel6+Pt7a0x79DQULF27do613V1dRX37dunN05tGjZsKOV16dIlrekSEhLUyuzLly/XmvbUqVNqZVxNjh49KlaqVEnnvpUvX14MCQnRuh195V2l5ORkcejQoTq3VapUKfHw4cPip59+Ks1buHChQduNiIjQ+XeytLQUN23alCMf1XsQfZ+8mjlzpghAtLCwEJ8/f643/fnz58Xq1avrjCUgIEB88eKF6OXlJc179OiRwTG1bt1a+s1TU1M1pnm9fP/DDz9oLWtbWVmJe/fuldb99ddfdZbLW7VqJSYmJuqNszDPO0pXrlyR0i1YsEBvjGRaRfmal5aWJrq5uUnLbty4oTeuS5cuSekbNWqkMc3ff/8turu764y7Vq1aOn8rb29vtXPL2bNnxXLlymnNz8vLS7x27ZrOfc/LNVifhQsXSnn069dPa7qUlBTR1tZWBCA2adJEFEVRnDNnjrTurFmztK67aNEiKd2YMWM0pslt3Y8ukZGRYosWLXT+Xg0bNhRjYmJEX19faV5kZKTe7RZ2ndOlS5fExo0b6/37u7i46Kw7Vb1WL1y4UExKShL79u2rNT9BEMTFixfr/J3z4uzZs9I2SpUqJb569cpoeeelDv71/6evUy1P9+/fXxRFUVy9erXacwFN1/Ovv/5aZ6zKtO7u7qIoZpfDdZ0fAIhvvfWW1vpiVQVRNjVW3b0+rx+nuly4cEGsV6+e3v8bDg4O4rfffmvQ9o1dfjS03KS0c+dOKX3jxo0NilmT7P6IiIiIipGxY8ciNDQUfn5+6NatGzIyMhAUFKSW5tSpUzhy5AgAwNLSEi1btoSfnx9KlSqFx48fY9euXXj+/DnS09MxYsQI1KlTB3Xr1s13bM+fP8fAgQMRExODOnXqoH379rCzs0NoaCgOHToEhUKB5ORk9O/fHzdv3kTp0qXNZpt3795Fu3bt8PDhQwDZrehbt26Nhg0bws7ODjdv3sTBgwdx9epV9OvXT623h/wSRRHDhg3Dn3/+KW27Q4cOqF+/PgRBwNWrV3HkyBHI5XJs374d/fr1w759+9Tetho+fDh+/fVXnDx5ElFRUVi5ciUmTpyYY1tff/211GXnJ598gnr16umMbdSoUfjjjz9ga2uLjh07Sq3sr169imPHjiErKwtxcXHo1asXgoKC0KxZM435pKWloUePHtLbYjY2NujcuTP8/PyQmZmJCxcuIDg4GACwYsUKKBQKrFy5Uu9vN3PmTBw8eBDe3t7o3bs3LCws8v2Gwtdff42FCxeiQoUK6NWrF5ydnXH9+nUcOHAAcrkciYmJ6N69O+7evYuff/4ZM2fOhEwmQ5cuXdCgQQPEx8fjwIEDiIqKApD9JszSpUvV3sJ73eeff672RmDLli3RokULWFtb4+bNmzhw4ADS09Nx6tQpdOrUCefOnVN7O0iTU6dOoW/fvlAoFOjYsSMaNmyIrKwsBAUFST173L59G2+99RZOnDihdjyNGDFCeuN048aNuHv3LoDs40z1bZbX32yZOnUqvvnmG+l7u3btUK9ePdjb2+PRo0c4e/Ysbt++rTNuIiLSrVy5cihXrpypwyA93nnnHSxYsAAZGRlITExE+/btsWXLFukNzbxYvXo1xo0bJ73t5OTkhI4dO6JatWoQRRF3797F4cOH8erVK8TFxWHo0KGIi4vDhx9+aKzdyrO+fftK5YY9e/bg4sWLAIA+ffqgQYMGUjrlUACqzp07h27duklvCZYvXx5du3ZFmTJl8PTpU/z777948OAB4uPj0adPHxw5cgRt27bNdYw9evTA5cuXAWSP/d6wYUON6Q4ePKj2xv+RI0cwadIkjWmVZV9AfVx6pV27dmHQoEFIT08HAFSrVg2dOnWCm5sbYmJicODAATx79gyxsbFo3749Ll68iOrVq+d634Ds8vgbb7yhdu9Ys2ZNtGvXDqVKlUJsbCz279+PZ8+eoV+/fmrdChvixYsXGDRoEB48eAA/Pz907NgRdnZ2uHr1Kg4ePAiFQoGsrCyMGDECjRs3RrVq1aR1VXs6CQ4Olu5l27Vrp7WntNxSjjvdpk0blCpVSmfa8+fPo3PnztLb8FZWVmjfvj1q164NCwsLXL16FUePHkVQUBCGDRuWq57qlMLCwqS3et955x21nim02bx5MyZMmAB3d3f07dsXnp6euHPnDvbs2YO0tDRkZmaif//+CAsLw7lz5zB69GgAQNu2bdGyZUukpKTg6NGjUg8ip0+fxieffKL2JvvrTHXeqV+/Pry9vREdHY3du3frvJci0yvK1zwbGxsMGDAAq1evBpA93MCsWbN0rvPXX39J0yNHjsyxfOXKlRg/frx0bqhfvz7atm0LR0dH3Lt3D/v370dSUhLCw8Ph7++P0NBQuLu769zmnTt30KNHDyQlJaFFixZo2bIlLCwscObMGelc8uTJE7z55pu4du2a2jklP9dgQ3Tv3l36P3r06FHI5XJYWFjkSHfs2DGptwflsB5dunSRfu/Dhw9j9uzZGrdx9OhRabqghwSJioqCv7+/1GuOhYUF/P39Ub9+fVhbWyM8PByHDh3C5cuXMXjwYL09kLyusOuc9u7dK/3NbW1t0bZtW1SvXh2urq6IiorCzp07kZycjISEBAwYMADXr19H2bJlde6DKIoYNGgQ9u/fj7Jly6JHjx4oXbo0IiMjsXv3biQnJ0MURXz66ado1KgROnXqlKvfSBfV3lG6detWoMOBGFIHn1tr1qzBmDFjpN6EmzVrBnt7e9y9excHDhxAUlISMjMzMXXqVNjY2GDChAl687x27Ro6dOiA1NRUVKtWDe3bt4eHhweePHmCgwcPSvXAmzZtQkZGBrZu3ao1r4Iom5rieYE+e/bswaBBg6Qeqm1tbdG+fXv4+vrC2toa0dHROHToEF68eIHk5GR89NFHePjwIZYsWaI1z8IoP+pz8+ZNadrb2zvvGeW5WQYREVEBy0vPFe3btxdlMpk4efJkUS6XS2kUCoWoUCik77///rvo4OAgzpw5U+NbOS9evFBrtTx06FC92zakF4nKlSuLVlZW4m+//ZYj3ZEjR0R7e3sp7aeffmo225TL5WLLli2ldLVq1RKvXLmSI92DBw80vtGf354rVFvg+/n5aXzT4PLly2LFihWldL/++muONNeuXZPeTPL09MzxFlJsbKzUM0LVqlU19oCh2sK3adOmIgCxc+fO4oMHDzRuT7U1bu3atcXMzEyN+6ja+0WbNm3E6OjoHGkOHz4surq6SumOHDmSI41qi+9mzZqJTk5O4qBBg3K86aXa80Vu3l5wcnISraysxLfeeivH73P27FnRxcVFSjty5EjR2tpadHBwyNFzR3p6utpbge7u7lrfJPj777/VWn6fOHFCY4x169aV0n355Zca81Iut7S0FCtWrCiWLVtWPHfuXI50qsccAHH//v0a8xNFUezatauU7tixY1rTRURESL2S2Nvba017/vx5cdWqVVrzISIiKi6WLl2qdr21sLAQx40bJz5+/DjXeR0/flztDfTx48eLCQkJOdK9fPlSHDFihNqbb+fPn9eYZ2H2XKHq/fffl9KtXbtWZ55xcXFSr2uCIIhz587NUabKyMgQP/74YynPKlWqaC2T6qLay0SXLl20plP+vo6OjiKQ/Yaptl7XOnToIAIQra2tc7xZGRERITo5OYlAdq8Eq1atUrunE0VRTEpKEocMGSLF1bZtW43bMaTnimnTpqmVef/5558caZKTk8UJEybkuN8xpOeKypUrixYWFuKKFStypAsKClLroU3bfZ4oqr8Brest5tx48eKFVE7V9xZjcnKyWKVKFSmG1q1bi/fu3cuRLjw8XKxTp06O38rQnismTZokraPrTXllGplMJrq4uEhvO6q6ffu22r3iwIEDxVKlSokWFhbixo0b1dLK5XJx6tSpavcNT5480bhtU5x3VI0ZM0bad0N62CDTKsrXvOPHj6vVa+iiUCikN9Wtra1z1LkFBweLFhYWIpDdE8C2bdty5PHs2TOxffv20jaHDRumcVuqb8RXrlxZdHJyUuudRmnjxo2iTCaT0mo6Dyvl5hqcG6pvzJ89e1ZjGtXri7LeIysrS+o5xNLSUuP/9YyMDOkaYmFhodZrgCpj9Fwhl8ulXoWA7N5rr1+/niPd/fv3xbZt2+a4BujrucIUdU7z5s0TPTw8xGXLlmns5SE6Olr08fGR8po+fbrGfFTrC5U9ynzwwQc56uOio6PV6gqbN2+uMb+86tSpk5T3ypUrjZp3Xurgc9NzRZ06dUQ7OzuxcuXKGv+fxMXFib169ZLS29nZae3dRvWYqlmzpmhnZyeuX78+R1kyIyND/PLLL9WOU23X34Iqmxqj7t5QhvRccfPmTWk/AYgDBgzQeK1KSUlR68kNgMZzuigWXPkxtz1XNGrUSEqfn7pXNq4gIiKzlZfGFcrC3esFm9edO3dOvHXrlt40yjxdXV015pnbhg76LtwLFixQK1hpYopt/v7771KacuXK6bz5T01NVesyWNtNm6FiYmJEa2trEYBYqVIlrRVboqje9Z22G37ViuWZM2eqLVMtkB08eFDj+q93ydu2bVud3QtGR0erDTuhqZCpeqw1atRITE5O1pqfakODN954I8dy1ZsS5Q1xWlqa1vxEMXc32MqbHW37/MMPP+QoAP/xxx8a0yYkJKj9Npq6t0tOThY9PDxEILtiXtf/26ioKKkLTXd3d41dB6vGZWNjk2PYF1Wqw6mMHDlSazpDG1f8/PPPUjpt3XQSERGVNPPmzcsxJJq9vb04depUg4YmEMXsSlzVbnQNqXQMDAxUu3/QpCg0rhg/fryUdtGiRTrTdu/eXUqrqeGAPllZWWKpUqWkv5GmbpMVCoXUhe8777wjbU9TBXlaWppoZ2cnAhA7deqUY3mPHj2k9TUNlaGUkZGh1mWxpgeHhpR3lQ/7ZDKZGBQUpPO3GDdunNoxa0jjCgDi999/rzXPJUuWSOm8vLy0piuIxhUHDx6U8tTUgFvVvHnzpLT16tXT2d34s2fP1Bo16KocV5WWliYda61bt9aZVjVvLy8vrQ8Vd+/eneM+5auvvtKYNisrS6xataqUTtPDDlOdd1StXr3aoPsQMh9F9ZqnUCjUHi6HhYVp3VZwcLCUbuDAgTnyUQ6NZGlpKQYHB2vNJz4+XixTpoyU9uHDhznSqD60BXS/FPHee+/p/Q1EseAaV4waNUrKd+7cuRrTKB+4Ozs7qzWCHDBggLTurl27cqx34sQJaXmLFi20xmCMxhUbNmyQ0lSsWFHnsHvJyclqL8EA+htXFHadkyhmv8ik79qkWhdXr149jWlery8cMmSI1vxOnz6tllbTC1Z5VaNGjQK7NuSlDj43jSuA7GGMNL3AppSRkSG97AZAnDhxosZ0qnkKgqCx4ZWqyZMn6/0bF1TZFMh/3b2hDGlcoVrPOWTIEL1/4xkzZkjpq1WrptbYRqmgyo+5KTctX75cSuvu7i7Gx8frTK+LDERERMXMnDlz1Lrv16RZs2aoUaOG3jReXl4AgPj4eKm7u/yoV68e3nvvPa3LR40aJcUeGRmJ58+fm8U2V6xYIU0vXrxY+l00sbW1xffff5+PiNV9//33yMjIAJDdNaCurs+aN2+O1q1bAwBu3LghDdWgavbs2ShfvjwA4JtvvsHTp08BAJcuXcLvv/8OAAgMDDSom1+ZTIY1a9bAyspKa5pKlSrh448/lr7/8ccfOdIsW7ZMmv75559hb2+vNb+BAweiYsWKALK7XFZ2GanNjBkz9A6PkVvTp0/Xus+BgYGQyf4rYjZq1AhDhw7VmNbZ2Vmtu0rlUByq1q9fj7i4OADZ+6Lr/623tzf69+8PILtLPWXXn9q8//77Ood9effdd6XpkJAQnXkZQtlVNwCdf2MiIqKS5IsvvsDhw4fVustNSUnB119/japVq2Lp0qVSt7va7N27F+Hh4QAAX19fzJ8/X+92v//+e6mb5GPHjql1EVtUPH/+HGvXrgUA1K5dG1OnTtWZfsqUKdL0zp07c709CwsLdOnSBUD23+j06dM50ly4cAFPnjwBAEyePFm6z1AOY6Hq7NmzUlfDrw8JEhYWhn379knLBg8erDUuKysrtS6hd+3alZvdApDdvb6ya/2RI0eiXbt2OtMvXrwYbm5uudpG7dq1dXbHP3LkSKkc/eTJEzx+/DhX+efHtWvXpGltw70AgEKhwC+//CJ9/+mnn3R2N+7h4YEFCxbkOp4tW7bgxYsXAKDzXvZ1kyZN0tptf48ePeDp6Sl99/Ly0vp/xsLCAv369ZO+a7pPMYfzjurfKjQ0NF95UeEoqtc8QRDU7uv/+ecfrWk3bdokTb8+JMiBAwdw48YNAMCYMWOk+htNXFxcpKF7srKypGuCNr1790a3bt20Lle9v7948WKBdDevi2psqsM2KN27dw8REREAgA4dOsDS0lJaplpvcvjw4RzrFuaQID/99JM0/fXXX8PDw0NrWnt7e7X6LkMVZp0TAHTs2BFlypTRGVPPnj2l7d64cUPvUMjW1tZqQ8K+Tjk8tZIx6pyUlHVoAPQO85VfhtTB59aiRYtQoUIFrcutrKywdOlS6btyCGld3n77bfTo0UNnmnnz5sHJyQlA9lDP169fV1tekGVTUzwv0Ob69ev4999/AWQfPytWrND7N541a5Y0xMadO3dw8OBBteWFVX7UJj4+Hp9++qnavdDXX38NFxeXPOfJxhVERFSslC5dGm3atDFafsoxFwFIlTv5oa3Ar+Tl5aU23pdyzDdTbvPFixdSxambmxsGDRqkd5tt2rTRO/6goZQFUDc3N7UKLm2aN28uTWu6OXF0dMS3334LAHj16hXmzZsHILuyWaFQwN3dXecNkKqAgAC9jXQAYMiQIdL0uXPn1JapVhLUqVNHLX5NBEGQxmXNzMzUWYkmk8nQp08fvfHlhiAIOm9IXF1dUaVKFem7vuOlTp060rSmCmTl318QBIwaNUpvfPr+/qr0/d9o1qyZNG2MxlVVq1aVprdv345nz57lO08iIqLioEOHDrhx4waWL1+uNqZ6fHw8pk6dirp16+YoQ6nau3evND127Fi1BxLavF62PHbsWB6jN53Dhw9LjRNUH8xrk5tykjaq5UBND3iUf4t69eqhYcOGUkNWTY0rVB8Gvf5AbPfu3dK08uGaLvndtz179kjTY8eO1Zveyckp1w+whg4dqrNy2sPDA5UrV5a+F2bjiujoaADZD6J0NRoJDQ2VysV+fn4G3Xu/+eabBv2fVLV69WoA2fcWAwcONHi9nj17al0mk8lQv359tbh0NZLXd59iDucd1foK5d+QzF9RveYNGzZMmtbWuEIul0vLypUrJzXIU1J9wGjsc7u++/uGDRtK/+cTExORmJiod/vG1LlzZ+lvdfbsWSQlJakt379/vzT9+vUlN40rXv/NjSkuLk46Nj08PAyqo+vYsaPWRm+aFHadk6Hs7e2lBnpyuVzv8dOhQwe9DTaMXeekpBpbQb7YY+w6eACws7NDYGCg3nT+/v7Si3NxcXEaX65TZUhDTUdHR/Tq1Uv6/vp5uCDLpqZ4XqCN6jVm2LBhBjVAsLKywjvvvCN9f/0aU1jlxy1btmD27NmYPXs2Zs6cicmTJ6Nr164oX748lixZIjWKmjFjRo7Gf7mVu8iIiIjMXP369fPUYvb58+e4efMm7ty5g4iICNy5cwd37txRa6Wqr4cAQ+h6S16pQoUKiIqKAoAcN1um2OaFCxek6VatWsHa2tqg7fr4+ODRo0eGB6rBixcvpDcqHB0dDXoj4/Lly9K0thungQMHomvXrvj333/xyy+/oGrVqjh+/DgAYOnSpWpvNOnSsmVLg9JVr14dTk5OSEpKQkxMDNLT06XeJK5evYpXr14ByL6JnD17tt78IiMjpWldN4dVq1aFs7OzQTEaqkyZMnoL1p6enrhz5w4AqFVgakurpPwdVCkb9jg6OuLHH3/UG9/Vq1elaX03zvr+b6i2lDfG/8WePXuibNmyePToEe7fv4/mzZtj0aJF6N+/PywsLPKdPxERUVFmZWWFSZMmYeTIkVi2bBmWL18uVQ5HRESgXbt22LhxIwYMGJBj3TNnzkjTHTp0MHibrVu3lnouu3TpUj73oPCp9tIVGhpqUDlSEASIopjnBwzdunWT8jh8+HCO8rmyQlb5kLtLly4IDQ3F6dOnkZaWBltbWymtsuK1UqVKam9vvr5vx48fV+tZQRPVBwm53beUlBTpTWonJyc0btzYoPVUG0IYokGDBnrTlCtXTnpAYIzyp6GU923KBxXanD9/Xppu3769QXk7ODjA09PT4HvD27dvS/dmw4YNg52dnUHrAdlv8euieu+R3/sUczjvuLu7w9bWFmlpaXj48GG+8qLCVRSveTVr1kSjRo1w6dIlXL9+HTdv3kTNmjXV0hw7dkzqveidd97JcZ+rem7fsWOH2sNKTe7fvy9N5/f+3tLSEl5eXtJDyaSkpHy9tZxbrq6uaNGiBYKDg5GZmYmgoCC1B7kHDhyQpl9vIFGxYkXUrFkTN2/eRFhYGB4+fIhy5coByL6GnT17FkB2bx/6XtjJD9WHza1atdLZQE1JJpOhUqVKaj156lLYdU6aPH78WKojVn4iIiLUeoTQV0dsaF2skqZrflBQEIKCgvTmM3nyZLUGLC4uLlLPBi9fvtS7fl7ltQ5el0aNGhnc+27Dhg0RGxsLILu3BNUXmlQJgmDw/4tGjRpJPWEojzGlgiybmuJ5gTb5ucYovX6NKYzyIwBs3boVW7du1brcy8sL3333nc5eRwzFxhVERFSs6GsVrComJgbfffcdtm3bhnv37hVgVP8xpLW2aqvirKwsk29TWXADkOPGWRdDG2HoolpB9ODBA8yZMydX6+tqSf7jjz+iTp06SE9Px0cffQQgu4A3YsQIg/M3tBEGkN2qX1n4ffnypXSsqu7jtWvX9BbOX6drH3Pz/8FQyi7ydFH92+u7KVatLFV2xaz06tUraf+SkpKM+ve3trbWW1FrYWEBa2trZGRk5IgtL+zt7bF161a88cYbePnyJSIjIzF48GBUqFABY8aMwbhx43J1TBERERVHzs7OmDNnDiZOnIiZM2dixYoVEEUR6enpGDp0KLy8vNC2bVu1dVTLU6pdreuj+gaYaoV5UaG638oHZobK6xu7np6eaNKkCS5cuICQkBAkJCRI5b1Hjx5JlalvvPEGgOwHRF9//TXS0tJw+vRpqZI2NTVVekjz+pAggPq+/fDDD7mKMbf79uDBA6msV6NGDYMfFOT2fseQYURU78uMUf40lPKBk6Ojo850hXFvqNptdG6GBLG2tta7HWPdpwDmc95xcHBAWlqawQ8NybwUtWteYGCgdJ7/559/8OWXX6ot/+uvv6RpTXUrqrEb8vKMKn3ndlPUt+VW9+7dERwcDCB7aBBl44qMjAypwWG1atXUemZQ6tKli/Ty0eHDh6W3xIODg6WhdDt06FCgL26o9q5gSC+uSoY0wlAqzDonVbdu3cLy5cuxa9cuozRWM8bxGBQUZFA92IgRI9S25+7uLjWuUDZ2KggFUeeYmzox1bS6GpG4uLgYXA7RlWdBlk3N6fxVENcYUz1bcHZ2lu5dunbtiiFDhqg19M4PDgtCRETFiqHdnW3atAk1atTA0qVL1RpWeHh4oEWLFggMDMTs2bNzVYgwhCEVdcZu9Zvfbaq2Li/MVv0AkJCQkK/1dd04VatWDe+//77avEWLFuUq/9zctKrGotplc0HuY0F0/5fb4zM/x3NB/jaGxmXs/48tW7ZEaGgohgwZIh0HMTExmDVrFipVqoTx48cXyYc7RERExubu7o6ffvoJBw4ckCraMzMz8d577+UY51pZXrWwsMjVW+6qD5KL4oPJ/JSV9I0Vrouyu265XK72RuW+ffsgiqJ0TwUAbdu2lf4mqkODqD4M0tS4Ij/7lttGCYV1v2PscqUxpaenA4DeCueC/q0yMjKwYcMGANnlZtXu3PUpzPsUwHzOO8ptK4cIoqKpqFzzhgwZItWDvD40SEZGBrZv3w4gu1cDTT3JFOS53RT1bbmler07ePCgNH3y5EkkJycDyDkkiJK2oUFUhwTJ7XBVuaX6sLmgrpeFfS4HgG+//Ra1a9fGypUr1R4sly1bFm3btsWIESMwf/58tWF8jBFXQR2PqnXZqr0QGFtB1Dkao561oPIsKecv1bJebnpD1nWNKayy9l9//QVRFKVPQkIC7ty5g02bNmHkyJFGa1gBsHEFERGVQKdPn8awYcOQmpoKQRDw5ptvYteuXXjy5AmePXuGM2fO4Pfff8esWbOkbvZKMtUb+dy0jDVGK1rVgnq7du3UCkiGfHR1jZyUlISdO3eqzVN9S8rYVAuSqi2SVfdx+PDhud7H3PS0UdSo/jbe3t65/m3WrVtnuuB1qFixIv78809ERERg6tSp8PDwAJDdreSKFSvQoEEDtSGJiIiISrIuXbpg06ZN0vebN2/i5MmTammUD5fkcrn0wN4QygcZgGFvjJkb1bLSsWPHcl1WyivVh0OqD3iUQ4J0795dqpC2sbGBv78/APXGFco3dK2srNCxY0ed+xYZGZmr/VJ9O84QprzfMRfKt4qVjSy0Kejfavv27Xj27BmA3PVaYQrmct5R/s0M7UadzJu5X/PKlCmDTp06AcjuefPWrVvSsgMHDkgP37WNZa88t8tkMsjl8lyd2w0ZHsHcNWjQQHrb/9atW1JPEKpDgmhrIBEQECC9xa16PVVtXPH6cCLGpvqwOTfHnjlfLzdv3owpU6ZALpfDysoKI0aMwL///ouXL1/i4cOHOHHiBNauXYsZM2bo7d3J2GbPnm3Q/w0fHx+19QICAqRp1XJacaOtnrWg8izMsqkpqTbaU71u6KPrGlMcy9psXEFERCXO7NmzpYvzypUrsW3bNvTq1QulS5fOkVZf5VJJoFogys04Z8pKsfxQbRVu7K7spk2bhujoaMhkMqmbzV9//TVXN+yGHh+xsbFSF3BlypRR69asIPexqHNxcZFamD979ixfb1iaoypVqmDJkiWIjY3FDz/8IB0LsbGx6Nu3b64qK4iIiIqzHj16oFGjRtL30NBQteWqXfjmZrg/1e6ty5Ytm+u4VMt0KSkpetPndSgObUxVjmzatKn0mysr7TMyMqRp5ZAgSsqHPSEhIdJvoGxc0bZtW40PKwpz30x5v2MulA8M9B3HefmtRFGUuifXR9nY3cXFBYMGDTJoHVMx1Xnndcq/WUG8QUymYa7XPKXAwEBpWrX3CmWjEHt7e63/f5XndoVCUazOoYYSBAHdunWTvh86dAgAsH//fgDZDd3at2+vcV17e3u0adMGQHa3/Tdu3EBCQoI0TEu1atVQuXLlggxfbXir3AydYc69c37xxRfS9O7du7F27Vp06dJF48P6olJHrNpA5/z589IwbEVBbn7jsLAwaVp1SIqCyrOk1N8WxDWmoMuPpsDGFUREVKJkZGTg+PHjALLH8Rs9erTO9EWpZWlByUt3ci9fvsT/2rv3sKiq/X/g7xkgVC4SpJKkEJiIKSYDUmpfOCAilEFRhmiZBurxmnlO4S3RvNaTlWJYSon6yKm01LweJVRAQURRMwzloIEIihZyEeWyf3/wzPrNcJkZroP4fj2Pz7O3e83aa4aZvdfe+7M+68qVK83ed69evcTFW2ZmploEcXPEx8fj66+/BgCEhoZi69atYqTPlClTUF5erlM9ur5H5c1jABgyZIjatoEDB/63GM0AABxmSURBVIrUbqdPn+5wAQTNIZfLRSrgsrKyDpvN4bHHHsOMGTOQkJAgLtaysrLEjRYiIiJSn9u7dl/N1dVVLKv2u7Q5ceKEWB46dGij26Q6L3hubq7W8hkZGY3ehybOzs5iuS1vnMvlcnHj/tKlS7h+/TqOHz+O4uJiGBoa1hl1qwyuqKqqwrFjx1BcXIzTp08DgNpDJlVt+d7s7OxE5oYrV67o/BDo1KlTrdmsNqUcaKDtYVlTrg3Pnz+v0/VVVlaW+P2OHz++3QcL6Ou4o6q4uFiMFO3Ro0ez6qL2pT2e85ReffVVmJiYAPj/wRVlZWXYs2cPACAoKKjBVPL6Om+1J7WnBrl+/TouXrwIABg2bJjG7AiqmSmOHDmCY8eOiekGWntKEED9e5mcnKzTa65fv47r16+3VpOa5erVq7h8+TIAwMnJSeNnWFpa+tAEBA0cOBBeXl5ifd68eQ/NvUZd77Pm5OQgKysLQE1Apup3s7aSkhKdgyFUB9zVvn/7qBy/WuMc05r9R31hcAURET1SCgsLxWhwS0tLjfOupaSkID8/v62a1m65u7vD0NAQAPDbb7+JG6GaREdHt0jHXSaTicj86upqxMTENLvO0tJShIaGQpIkWFhYYNmyZbC1tcWcOXMA1ARxLFu2TKe6du/erVME9MaNG8Xyyy+/rLbt8ccfFwEEhYWF+OWXX3R9K48EZRppAPjuu+/02JKGqabGrKioaHI9Tk5OGDdunFhXXuQTERER1PrlNjY2attUH9BHRUVpndcYqMkisXPnTgA16fTrm5pCG1tbWxEke+7cOa2j/n/66Sed6tW1b6HaT9q+fXubjqhUfTgUFxeHvXv3AgCGDx9eZ7TngAEDxHSLcXFxSEhIEJkEVetRpfreWnuqt86dO2Pw4MEAoPPUcqdPn0Z6enqrtqshLdX3VNW7d28AwJ07d1BcXNxguWHDhonlQ4cO6TT6UPVaSFs55XQ17X1KEEB/xx1VqoNBNI3apYdPezznKZmYmCAwMBBAzcOvzMxM7N27VwT6NDQlCPBoXd83ZOTIkeJeZGJiotqgCm3Teqg+/D927BiOHz+u82tbgpubmwhGvHjxItLS0rS+Jjo6urWb1WSqAYX1ZTNWtXfvXp1+a+3FokWLxHJ8fDw+/vhjPbZGd5cuXaqTrac+qn2Gl156SfTHG/L9999rrfPXX38VwR29evVSC6YA2rZvqk+q55jNmzfrNDVIVVUVtmzZItb9/f3Vtrdm/1FfGFxBRESPFNXRLzk5OWI+yNoqKyvxr3/9q62a1a6ZmZkhICBArM+cOVPjBeaVK1datNMeGhoqlpcsWaJTNpE///wT165dq3dbeHi4SGsWEREh0p0tWLBApC375JNPdMqScOPGDXz00Ucay8TExIgLXnNzc4wdO7ZOGdX3OGfOHJ0ydPz2228Nfn87EtXP5quvvkJqaqrW19y5c0ctlV9rUx212tD3DtBtrkLVdOEP49zvREREuoqMjNR5Ht/MzEwkJiYCAAwMDOqkzB47dqyYw/zChQtYunSp1jrnzJkjzrsTJkxQS4GrK3NzczFSrqysTO2mYm27d+9Wewiiia59CxcXF5E6vqCgAOHh4TrVn5CQoFM5TUaNGiUeQB0/flzM/157ShAlHx8fADUjApWZBJ966ikRZFzb6NGjxd/07Nmz+PLLL7W2qaqqSufRcLW99dZbYnn58uVqqY1rKy8vx5QpU5q0n5ag6/ejMfr37y+WL1y40GA5JycnKBQKADUPHWfOnCkebtTnxIkTImOgJhUVFeJBxZAhQ+o80GiP9HXcUXX+/HmxrPo3pPanI5zzVKkeM/fs2SOyVtjZ2cHT01Pj65RZQ3ft2oVdu3Zp3VdZWZlOD/FbSmscY1VZWFjg+eefB1CT1UE5JQigPfvEoEGDRJaaM2fOiNHzmqYTaUkmJiZ49dVXxfqsWbM03h/MyMjA6tWrW71dTaV6j/j3338XgZ+1FRcXqwUrPAw8PT3x/vvvi/WIiIhGvwddprxrDdOnT9f6vfrss8/E+tSpU7XW+fHHH2vs25WWlmL27NliPSwsrM6AzLbum+qLp6cnnnvuOQDAzZs3MX36dI19PQBYsWKFyCQycuTIOv241uo/6hODK4iI6JFiYWEBBwcHADWZEMLCwnDv3j21Mnfu3MHrr7+OxMREtYuqR9n8+fNF9ork5GQEBgbWmw4vMTERnp6eKC8vF6PTmuvll1/GCy+8AKBmupHhw4fj119/rbfs3bt3sXr1agwcOBDZ2dl1tickJGD9+vUAam4+TZ8+XWwzNTXFihUrANR09MLCwnTKvvHJJ59g3rx59Y4U3LhxI8LCwsT6ypUr603x+O6778Le3h4AkJ2djeHDh4t5M2srKCjAvHnz4OrqiqKiIq3te9g5OzvjzTffBFAzrY+Pj4/avK6qysvLsWHDBgwYMKBN0zT369dPLG/ZskVkxwGgNrLho48+wowZMxoMEEpLSxMjWg0MDNTSOBIREXU0mzZtQv/+/bF69WqN2eJOnToFPz8/ccN77NixdfqZxsbG+Pzzz8X60qVL8d5779U7Ar+oqAiTJ0/Gt99+CwDo2bNnswKDg4ODxfIHH3xQbwDF3r17MX78eFhaWupUp2rf4ocfflALvqw9alI149oXX3yBadOmNRiom5SUBB8fnxZ5QGBpaQl3d3cANQ8ClVOe1M7SpqQcUfv777+LflpDWSuAmgdFixcvFutz5szBkiVLGkwPvH//fri7uzf5Ruw777yDXr16AQD+/vtveHl51Tty8tq1a/D19cWZM2dE/72tqX4/9u/frzbytqmjat3c3MSytn60anD5zp078e6776KkpKROuV27dsHf3x/m5ubo2rWrxjr37NkjUnY/DFkrAP0ed5RU/1a105dT+9JRznlKI0aMEA8Z4+LikJSUBKDmWKppBHm3bt3w3nvvifXg4OAGs29UVVUhNjYWzz33XJtm+GzMObipVM9/ymkIunXrJrIoNUQmk4lgxZycHDEo6IUXXmiz+5fh4eHi/uCJEycQFBRU7/3BY8eOwcvLC4aGhi12f7ClOTk5iSlubt26hblz59b5G+fk5MDX1xfZ2dno3LmzPprZZKtXrxbfF6Cmz/j8888jPj5e44PtzMxMLFq0qNlTVzVVUlISXnnllXqn8khMTISPj48I/HjjjTfw4osvaq2zsLAQnp6eOHv2bJ1tOTk58PPzE78nOzs7tcAUpbbum+rTunXrxO88JiYGISEhuHnzZp1y5eXl+Oijj0Tf0NTUtMGgk9boP+qTob4bQERE1NZmz56NWbNmAag5maekpGDkyJHo3r07rl69iv379+Pu3buYOnUqMjIyxMiqR5mLiwuWLl2K+fPnA6jpINrb28PPzw8ODg4oKytDSkqKiJqPjIzEjz/+qHXOXl3I5XJs27YNQ4cORUFBAa5fvw5vb28MGDAAw4YNg5WVFe7evYuMjAwkJiY2mA753r17mDRpkriAWLt2regoKk2YMAHr16/H6dOnkZycjK+++gozZsxosG2hoaHYsWMHVq1ahc2bN2PUqFF48skncfv2bcTFxYmoXaCmw//Pf/6z3npMTEywfft2jBgxAiUlJbh48SJcXV3h5uYGNzc3dO3aFX/99RfOnz+PlJSUBqPpO6qoqCikp6fjjz/+QFFREcaMGQMHBwd4eHjA2toaJSUlyMrKwrFjx+rtmLe2wMBAMVooISEBLi4uGDFiBMrLy1FYWIgdO3YAqLkRs379ekRFRUGhUEChUMDS0lJ8f+Pj40VAz9y5c0V6ZiIioo7qzz//RHh4OMLDw9G/f38oFApYW1vD0NAQN2/eRGpqqtrIbGdnZ0RGRtZbV3BwMM6dO4dVq1YBAL788kt899138PHxgb29PSRJQlZWFo4cOSIeQFlYWGDnzp1aU0FrMnv2bGzYsAEFBQUoLi6Gp6cnvL29MXjwYFRXV+PEiRM4efIkunTpgs8//xwTJkzQWqe/vz+MjIxQUVGBy5cvY9CgQfD394dcLse5c+fUAjj8/Pzw73//G59++imAmn7Ttm3b4OXlhWeeeQYGBgbIy8tDYmKiCD728PBo8vtV5efnh5MnT4pMGPb29moPpVT5+PhAJpOhoqJCXF9pCq4AakYixsfH44cffoAkSYiIiMC6devg7e0NOzs7VFdXIzc3F8eOHRPphRvKhKGNqakptmzZAl9fXzx48ABXrlyBQqEQo/fkcjkuXryIuLg43L9/H6+//jqeffZZLFmypEn7a45hw4ahW7duuHXrFv766y8899xzCAwMhKmpKQ4cOCACXRrDxsYGffr0wZUrV3D48GG1h5+1vfLKK5g8eTK++eYbADWp/Xfv3g1/f3/06tULd+/exfHjx3HhwgXIZDLs2bMHM2bM0BgYrqzL3NxcLWCpvdPXcUdJOZ1A//79W6Q+al0d4ZynZGBggODgYHzxxRdITk5GUVERZDKZTue4pUuXIjExEUlJSbh//z6mTZuGZcuWwcvLC0899RTu37+Pa9eu4ejRo7hz506z29pYjTkHN5Wfnx8WLlwIAOKB5ciRI7VObaAst23bNlRXV4tgyraYEkRp8ODBWLJkCRYsWAAA+OWXX2Bvb49Ro0ahT58+uHfvHlJSUpCcnAygZtqyzz77rEXuD7Y0Y2NjTJkyBWvWrAFQc5/w0KFD8PT0hIWFBf744w8cPHgQ5eXlWLVqFaKiololm0lrMTQ0xL59+zB58mSRHSolJQVeXl7o3r07PDw88OSTT8LMzAzFxcXIzc1Fenq6yParj+mmPD09UVJSgoMHD8LBwQG+vr7o27cvysrKkJqaiuTkZHFft1+/fmIAnSbGxsaYPHky1q1bB1dXV/zf//0fFAoFZDIZLl26hMOHD4t7yaampti+fbsIuqmtLfum+jR8+HCsXbtWZK34z3/+g927d8PLywuOjo4wMjLCtWvXcOTIERQWFgKo+Zy3bdvW4LVAa/Qf9UoiIiJqp4yNjSUAkrbT1XfffSfKTZkyRWu91dXV0oQJE8Rr6vsXEhIilZeXSx4eHuL/Tp482aR9a6ujNl9fX1E+Pj6+XexTaeXKlZKRkVGDn5uRkZH05Zdf1mlDSkqK1jZok5WVJQ0ePFjj303577XXXpNu376t9vo5c+aobW9IUlKSKGdmZibl5OSobV+8eLHYvnLlSun48eNS9+7dG2yLXC6Xpk2bJlVUVGh9j6mpqZKDg4PW9yeTyaSwsDDp3r17deqIj48X5Xx9fXX6bLV9X7Kzs8V2R0fHZtenStff761btyRvb2+d/v6enp5SdnZ2vfUoyxgbG2t9H5Kk+3Fo6tSp9bbFw8NDlJk7d67WthsaGkoLFy6UqqurdWofERHRwyowMFCn8zoAycDAQAoNDZWKi4u11hsVFSV17dpVa51ubm5SRkaGxrpUrxliY2MbLJecnCxZWlo2uK+uXbtKhw4dkk6ePFlvH6E+q1atqrcuW1vbesuvXLlSrd/S0L/u3btLP/zwg7aPUSenT59Wq3vWrFkay6v25Y2MjKSioiKt+6isrJRmz54tGRgYaH1vTz/9tPTrr7/WW4+u/dODBw9KVlZWGvfzzjvvSGVlZWrXBatXr27WfpV0vS6LjY2VZDJZve1rKuX1krGxsdbfWlVVlTRz5swG2wDUXEspv2u2trbi/wsKCtTqys7OluRyuQRAmjp1aqPb3Zj+va6/aUlq3HWVPo47ly9fFuXmzZunsU7Sv450zlOqfQ7w8vLS+fMoLS2VgoODdfo8Bg0aJKWnp9dbj+qx5caNG1r36+joKMo3dM9Akhp/Dm6s6upqqUePHmp1b9myRafX5ufn1zn2njp1SqfXtuS9n+XLl0uGhoYN/t2MjY2l6OhoSZIkSaFQaPzc9XnPqby8XPLx8dH4HZw7d65UXV2t9ftW+36hNitXrhTlFy9erLV8c+zcuVPq16+fzschAFJAQECdehp7D16StP9Oa59vc3NzJVdXV41t+8c//qH1N6/6XXzw4IH09ttva6zT3t5eOnHihNb309Z9UyVd+4jaNOZ7+tNPP0nW1tZa36ejo6OUlJSkdd8t2X9Uauy5q6UwcwURET1yZDIZNm/ejICAAGzatAmpqan4+++/0a1bNwwaNAiTJ09GYGCgvpvZLoWHhyMwMBCRkZE4fPgwcnNzYWhoiN69e8PHxwdTpkyBo6MjAKhlEDA3N2/2vu3t7ZGWloYff/wRO3bswKlTp3Dz5k1UV1fDwsICjo6OGDp0KMaNG1cnKvjkyZMiLVmnTp3U5uarbejQoRg7dixiY2NRXFyMadOmiflD6/Piiy/i3LlziIyMxM8//4xr165BLpfDxsYG3t7emDRpkpgLWxtXV1dkZGRgy5Yt2LVrF9LT03Hr1i3I5XI8/vjj6N+/P1588UW89dZbePrpp3Wqs6N44okncOTIERw8eBCxsbFISkpCfn4+Kioq0LVrVzg4OMDd3R1vvvmmmEamLX311VcYOHAgoqOjkZGRAZlMBjs7O7zxxhuizIoVK+Di4oLdu3cjLS0NeXl5ePDgAbp27Yq+ffvCy8sLkyZNElMXERERdWQ///wzTp8+jbi4OJw6dQp//PEH/vzzT5SWlqJLly7o1q0bnJyc4OHhgTFjxsDOzk6neqdOnYoxY8bg22+/xYEDB3Dp0iUUFhaiU6dOsLa2xtChQxEUFNTg9BVN4e7ujkuXLmHNmjXYt28frl69iqqqKvTu3RsvvfQSZs6cCVtbWzGKUxcffvgh7OzssHbtWpw/fx6VlZWwsbFBSEhIveXDw8MxduxYbNy4EYcOHUJ2djaKiopgYmICa2trDB48GP7+/ggKClKbY7w5XFxcYG1tLVLca/tMfX19RTrmoUOH6nSNYGBggC+++AJhYWGIjo5GXFwccnJyUFxcDDMzM9jY2EChUCAgIAAvv/wyjIyMmvWefH19kZmZifXr12P37t3IysrC/fv3YWNjgyFDhiA0NFTMa9/S1zuNERwcDCsrK3zyySdITU3FvXv3YG1t3azRyyEhIfj8889x//59fP/993j33XcbLCuXy7F27VqMHz8eGzZswNGjR3Hjxg106dIFtra2GD16NMLCwvDUU08B0PxZbdq0SWRve1imBKlNH8cd5ShkABg3blyL1UutoyOd85QUCgWcnJxEtpyJEyfq/NouXbogNjYWs2bNwpYtW3D06FHk5eWhrKwM5ubmsLOzg5ubG4KCguDt7Q25vG1nt2/sObixZDIZRo0ahZiYGLGuOn2DJj169MCgQYOQnp4OALCysoJCoWiRdjXG/PnzERgYiPXr1+PIkSPIzc2FkZERevfuDV9fX0ydOvWhuLdhbGyMgwcPIiYmBlu3bkV6ejpKSkrw5JNPYsiQIZg+fTo8PT313cxme+211xAQEID4+HgcOHAACQkJyM/Px61bt1BdXQ0TExP07NkTffv2xbBhw+Dv7w8nJye9tNXGxgaJiYmIjo7G1q1bkZmZibKyMlhbW2PIkCEICQlBQEBAo+o0MjJCTEwMXn/9dWzYsAFnz57F7du3YWVlhWeffRavvfYaJk6ciE6dOmmtq637pvr06quvwtfXFzExMdi3bx/OnTuHwsJCGBoaonv37nBzc0NAQADGjBkDAwMDrfW1ZP9R32SSpGFyHSIiIqImevrpp3H16lUAwI0bN8R8nA+7iIgIkf535cqVCA8P13OLiIiIiIiorU2cOFE84I6NjX2oprNoiKurK9LS0uDi4oK0tLQWqbOqqgqdOnVCZWUljI2N1eYmr6yshK2tLfLy8uDq6orU1NQW2WdH9+DBA9ja2iI/Px8eHh44evSovptERETUJEePHhWBq76+vjh48GCL1KucZqd234MeDpr6j+1B24b8ERER0SPh7t27Yh5CMzMzzv9KREREREQdyvnz58Vynz599NiSlqMMHD9z5gz279/fInX+/vvvqKysBFD3c9q3bx/y8vIAPLxZK/Rh48aNImPMwoUL9dwaIiIiopalqf/YHjC4goiIiFrc4cOHoUyOpVAo2jyFIxERERERUWspKCgQwRXGxsZwdnbWc4taRlBQEFxdXQHUPLRXTtfRHP/973/Fspubm9q2b775BgBgamqKsWPHNntfj4KSkhIsX74cAODj44MRI0bouUVERERELUtT/7E94JMOIiIianGRkZFi+aWXXtJjS4iIiIiIiFpWVFSUGE03YsQIPPbYY3puUcuQyWT4+uuvYWBggLNnz2LdunXNqu/Bgwf4+uuvxbrqtWFOTo5I/R0SEgJTU9Nm7etRsXDhQjE/eVRUlL6bQ0RERNSiNPUf2wsGVxAREZFW+fn5Iu2oNmvXrhVzvnbq1AmTJk1qxZYRERERERE1X3p6uk7lUlNTsWrVKrE+ffr0VmqRfri4uGD+/PkAgAULFiAzM1Nte3Z2NoqKinSqa968ebh8+TIAoGfPnggMDBTbbt68iUWLFmHx4sWYO3duyzS+g0tISBABL2vWrIGDg4OeW0RERESkXUv1H9sLBlcQERGRVleuXMEzzzyDRYsW4fr16/WWKSoqwgcffIDZs2eL/1u2bBksLS3bqplERERERERN4u7ujrfffhtnzpypd3tVVRW+/fZbeHt74/79+wCA0aNHw8/Pry2b2SYiIiIwatQolJaWIigoCGVlZWJbUlISnnnmGXz66ae4fft2va/Pz8/HO++8gzVr1oj/W7t2LQwNDcW6QqFAREQEIiIi0Ldv39Z7Mx1EQUEB3nzzTVRXVyM0NBRTpkzRd5OIiIiIdNJS/cf2ov21iIiIiNqlkpISLFu2DCtWrMDgwYPh6uoKKysrlJSUIDMzE8ePH1e76RYSEoL3339fjy0mIiIiIiLSTVVVFbZu3YqtW7fCwcEBw4YNQ8+ePVFRUYGcnBwcPXoUN2/eFOUHDhyI6OhoPba49cjlchw4cKDB7bdu3cIHH3yABQsWwN3dHc7OzrCwsEBRUREuXryIEydO4MGDB6J8eHg4goKC2qLpHVaPHj2Ql5en72YQERERNUlH6j8yuIKIiIi0Mjc3R+fOnXHv3j1UV1cjLS0NaWlp9ZY1MzPD/Pnz8eGHH0Imk7VxS4mIiIiIiBrP2tpaZOnLyspCVlZWveXkcjnGjx+PyMhImJmZtWUT2wUrKysYGhqisrISFRUVSExMRGJiYr1lu3fvjlWrVmHixIlt3EoiIiIiai86Wv+RwRVERESklbOzM3Jzc7Fjxw4cOXIEFy5cQF5eHkpLS2FiYgIrKys4OzvDy8sL48eP51QgRERERET0UPnf//6HvXv34sCBAzhz5gyuXr2K4uJiGBkZwdLSEn369IGnpyeCg4Ph6Oio7+bqjZ+fH65evYoff/wR8fHxuHjxIvLz81FeXg4zMzM88cQTUCgUGDFiBEJCQtClSxd9N5mIiIiI9Kij9R9lkiRJ+m4EERERERERERERERERERERUXsl13cDiIiIiIiIiIiIiIiIiIiIiNozBlcQERERERERERERERERERERacDgCiIiIiIiIiIiIiIiIiIiIiINGFxBREREREREREREREREREREpAGDK4iIiIiIiIiIiIiIiIiIiIg0YHAFERERERERERERERERERERkQYMriAiIiIiIiIiIiIiIiIiIiLSgMEVRERERERERERERERERERERBr8P+xspWsiGN1TAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "plt.figure(figsize=[6.4*4,4.8*2])\n", - "\n", - "ax1 = plt.subplot2grid(shape=(2,4), loc=(0,0), colspan=2, rowspan = 2)\n", - "\n", - "# hypothesized limit lines\n", - "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n", - " linestyle=\"none\",\n", - " linewidth = 2,\n", - " color='black',\n", - " marker=\"o\",\n", - " markersize=20,\n", - " yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n", - " markeredgecolor = 'black',\n", - " capsize = 5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n", - " linestyle=\"-\",\n", - " linewidth = 2,\n", - " color='black',\n", - " marker=\"d\",\n", - " markersize=20,\n", - " yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", - "\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n", - " linestyle=\"-\",\n", - " linewidth = 2,\n", - " color='black',\n", - " marker='o',\n", - " markersize=20,\n", - " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n", - "ax1.errorbar(\n", - " np.array(training_size)[np.r_[0, 3:9]] ,\n", - " fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n", - " linestyle=\"-\",\n", - " linewidth = 1,\n", - " color='black',\n", - " marker=\"d\",\n", - " markersize=20,\n", - " yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n", - " markeredgecolor = 'black',\n", - " capsize=5, \n", - " fmt='none'\n", - ")\n", - "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n", - "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n", - "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n", - "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[-1],alpha = 0.3)\n", - "ax1.set_xlabel(\"Training experiments\")\n", - "ax1.set_yticks([0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3])\n", - "ax1.set_ylabel(\"Test RMSE (logS)\")\n", - "ax1.set_xticks([0, 2500, 5000])\n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "#ax1.title(\"Approaching Aleatoric Limit\")\n", - "ax1.legend(prop={'size': 20}, loc=\"upper right\", frameon = False)\n", - "ax1.text(-600, 1.33, \"a\", weight = 'bold', fontsize = 35)\n", - "\n", - "plt.subplots_adjust(hspace=0.45)\n", - "\n", - "\n", - "ax2 = plt.subplot2grid(shape=(2,4), loc=(0,2), colspan=1, rowspan = 1)\n", - "\n", - "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n", - "ax2.text(-5, 3, \"b\", weight='bold', fontsize = 35)\n", - "ax2.text(-1, -4, r'$R$' + f\" = {r[0]:.2f}\", fontsize = 25)\n", - "ax2.plot([-5, 1.5], [-5,1.5], linestyle = '--', linewidth = 2, color = 'black')\n", - "\n", - "ax2.scatter(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'], color=colors[2], s = 15, edgecolors ='black', alpha = 0.4)\n", - "ax2.set_xlabel('fastprop predictions')\n", - "ax2.set_ylabel('chemprop predictions')\n", - "ax2.set_ylim([-5, 2])\n", - "ax2.set_xlim([-5, 2])\n", - "\n", - "ax2.set_yticks([-5, -3, -1, 1])\n", - "\n", - "ax2.set_xticks([-5, -3, -1, 1])\n", - "ax2.spines[['right', 'top']].set_visible(False)\n", - "\n", - "# Plot the CDFs as step plots\n", - "# ax2.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n", - "\n", - "# ax2.text(-0.06, 1.15, \"b\", weight='bold', fontsize = 35)\n", - "# # Set axis limits\n", - "# ax2.set_ylim([0, 1.01])\n", - "# ax2.set_yticks([0,0.5 ,1])\n", - "\n", - "# ax2.set_ylabel(\"Cumulative Probability\")\n", - "# ax2.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - "# ax2.legend(prop={'size': 20}, loc='upper left', frameon=False)\n", - "# ax2.spines[['right', 'top']].set_visible(False)\n", - "# #ax1.set_title(\"Solprop\", fontsize = 25)\n", - "\n", - "\n", - "\n", - "ax3 = plt.subplot2grid(shape=(2,4), loc=(0,3), colspan=1, rowspan = 1)\n", - "ax3.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n", - "ax3.step(pred_grad_bins_cdf_solprop[:-1], pred_grads_cdf_solprop, linewidth = 3,color = colors[0], where='post', label=r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\")\n", - "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf, where='post', linewidth = 3,color = colors[6], label= r'$EMD_{fastprop}$' + f\" = {distance:.2f}\")\n", - "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf_chemprop, where='post', linewidth = 3,color = colors[4], label=r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\")\n", - "\n", - "# ax3.text(0.02, 0.3, r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\", fontsize = 18)\n", - "# ax3.text(0.02, 0.2, r'$EMD_{fastprop}$' + f\" = {distance:.2f}\", fontsize = 18)\n", - "# ax3.text(0.02, 0.1, r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\", fontsize = 18)\n", - "\n", - "# Set axis limits\n", - "ax3.set_ylim([0, 1.01])\n", - "ax3.set_yticks([0,0.5 ,1])\n", - "ax3.text(-0.005, 1.15, \"c\", weight = 'bold', fontsize = 35)\n", - "ax3.set_xlim([-0.003, 0.06])\n", - "ax3.set_xticks([0,0.02, 0.04, 0.06])\n", - "\n", - "ax3.set_ylabel(\"Cumulative Probability\")\n", - "ax3.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax3.legend(prop={'size': 16}, loc='lower right', frameon=False)\n", - "ax3.spines[['right', 'top']].set_visible(False)\n", - "#ax2.set_title(\"Fastsolv\", fontsize = 25)\n", - "\n", - "\n", - "\n", - "ax4= plt.subplot2grid(shape=(2,4), loc=(1,2), colspan=1, rowspan = 1)\n", - "feature = 'solute_MW'\n", - "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", - "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", - "\n", - "# Calculate cumulative residuals\n", - "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", - "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", - "\n", - "ax4.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n", - "ax4.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n", - "#ax4.set_title('Cumulative Residuals vs ' + feature )\n", - "ax4.set_xlabel(\"Solute weight (g/mol)\")\n", - "ax4.set_xlim([0, 600])\n", - "ax4.set_xticks([0, 200, 400, 600])\n", - "ax4.set_xticklabels([0, 200, 400, 600])\n", - "ax4.set_ylabel(r'Cumulative Residual $\\cdot 10^{-3}$')\n", - "ax4.legend(prop={'size': 24}, loc='lower right', frameon=False)\n", - "ax4.spines[['right', 'top']].set_visible(False)\n", - "ax4.text(-0.8,4.5, \"d\", weight='bold', fontsize = 35)\n", - "\n", - "\n", - "ax5= plt.subplot2grid(shape=(2,4), loc=(1,3), colspan=1, rowspan = 1)\n", - "ax5 = plt.gca()\n", - "\n", - "feature = 'solvent_SLogP'\n", - "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", - "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", - "\n", - "# Calculate cumulative residuals\n", - "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", - "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", - "\n", - "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n", - "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n", - "#ax4.set_title('Cumulative Residuals vs ' + feature )\n", - "ax5.set_xlabel(\"Solvent Wildman-Crippen logP\")\n", - "ax5.set_yticklabels([])\n", - "ax5.set_xlim([-1.2, 5.1])\n", - "ax5.set_xticks([-1, 1, 3,5])\n", - "ax5.set_xticklabels([-1, 1, 3, 5])\n", - "\n", - "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n", - "ax5.spines[['right', 'top']].set_visible(False)\n", - "ax5.text(-1.55,4.5, \"e\", weight='bold', fontsize = 35)\n", - "\n", - "\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax5 = plt.gca()\n", - "\n", - "feature = 'solvent_SLogP'\n", - "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n", - "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n", - "\n", - "# Calculate cumulative residuals\n", - "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n", - "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n", - "\n", - "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n", - "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n", - "#ax4.set_title('Cumulative Residuals vs ' + feature )\n", - "ax5.set_xlabel(\"Solvent Wildman-Crippen logP\")\n", - "ax5.set_yticklabels([])\n", - "ax5.set_xlim([-1.2, 5.1])\n", - "ax5.set_xticks([-1, 1, 3,5])\n", - "ax5.set_xticklabels([-1, 1, 3, 5])\n", - "\n", - "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n", - "ax5.spines[['right', 'top']].set_visible(False)\n", - "\n", - "plt.show()\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "PythonDeepChemENV", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/parity.py b/paper/figures/parity.py deleted file mode 100644 index ff7ca7a..0000000 --- a/paper/figures/parity.py +++ /dev/null @@ -1,18 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np - - -def parity_plot(truth, prediction, title, stat_str=""): - plt.scatter(truth, prediction, alpha=0.1) - plt.xlabel("truth") - plt.ylabel("prediction") - min_val = min(np.min(truth), np.min(prediction)) - 0.5 - max_val = max(np.max(truth), np.max(prediction)) + 0.5 - plt.plot([min_val, max_val], [min_val, max_val], color="black", linestyle="-") - plt.plot([min_val, max_val], [min_val + 1, max_val + 1], color="red", linestyle="--", alpha=0.25) - plt.plot([min_val, max_val], [min_val - 1, max_val - 1], color="red", linestyle="--", alpha=0.25) - plt.ylim(min_val, max_val) - plt.xlim(min_val, max_val) - plt.text(min_val, max_val - 0.1, stat_str, horizontalalignment="left", verticalalignment="top") - plt.title(title) - return plt.gcf() diff --git a/paper/figures/parity_blowup.ipynb b/paper/figures/parity_blowup.ipynb deleted file mode 100644 index 76a522b..0000000 --- a/paper/figures/parity_blowup.ipynb +++ /dev/null @@ -1,154 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from pathlib import Path\n", - "\n", - "import pandas as pd\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from rdkit import Chem\n", - "from rdkit.Chem import Draw\n", - "\n", - "from parity import parity_plot" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "truth_df = pd.read_csv(Path(\"../data/vermeire/solprop_nonaq.csv\"))\n", - "pred_df = pd.read_csv(Path(\"../solprop_nonaq_vermeire_predictions.csv\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Assert that the two files are in the same order" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "for (_, truth_row), (_, pred_row) in zip(truth_df.iterrows(), pred_df.iterrows()):\n", - " assert truth_row[\"solute_smiles\"] == pred_row[\"Solute\"]\n", - " assert truth_row[\"solvent_smiles\"] == pred_row[\"Solvent\"]\n", - " assert truth_row[\"temperature\"] == pred_row[\"Temp\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Extract a subset of the data for individual plotting" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "truth_subset_df = truth_df.iloc[2702:2708]\n", - "pred_subset_df = pred_df.iloc[2702:2708]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes_dict = plt.subplot_mosaic(\n", - " \"\"\"\n", - "..DD\n", - "AABB\n", - "AACC\n", - "..CC\n", - "\"\"\",\n", - " figsize=(7, 6),\n", - ")\n", - "plt.sca(axes_dict[\"A\"])\n", - "parity_plot(truth=truth_df[\"logS\"], prediction=pred_df[\"logST (method1) [log10(mol/L)]\"], title=\"SolProp Parity\")\n", - "plt.scatter(x=truth_subset_df[\"logS\"], y=pred_subset_df[\"logST (method1) [log10(mol/L)]\"], color=\"r\")\n", - "axes_dict[\"A\"].set_title(\"a) SolProp Parity\")\n", - "axes_dict[\"A\"].set_ylim(axes_dict[\"A\"].get_ylim()[0], 7)\n", - "axes_dict[\"A\"].set_xlim(axes_dict[\"A\"].get_xlim()[0], 7)\n", - "axes_dict[\"B\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(truth_subset_df[\"solute_smiles\"].iloc[0]), size=(800, 400)))\n", - "axes_dict[\"B\"].set_axis_off()\n", - "axes_dict[\"B\"].set_title(\"Solute\")\n", - "axes_dict[\"D\"].imshow(Draw.MolToImage(Chem.MolFromSmiles(truth_subset_df[\"solvent_smiles\"].iloc[0]), size=(800, 400)))\n", - "axes_dict[\"D\"].set_axis_off()\n", - "axes_dict[\"D\"].set_title(\"b) Solvent\")\n", - "axes_dict[\"C\"].plot(\n", - " truth_subset_df[\"temperature\"],\n", - " truth_subset_df[\"logS\"],\n", - " \"go--\",\n", - " label=\"Experiment\",\n", - ")\n", - "axes_dict[\"C\"].plot(\n", - " truth_subset_df[\"temperature\"],\n", - " pred_subset_df[\"logST (method1) [log10(mol/L)]\"],\n", - " \"ro--\",\n", - " label=\"SolProp Prediction\",\n", - ")\n", - "axes_dict[\"C\"].set_xlabel(\"Temperature (K)\")\n", - "axes_dict[\"C\"].set_ylabel(\"logS\")\n", - "axes_dict[\"C\"].set_title(\"c) Individual Experiment Zoom-In\")\n", - "axes_dict[\"C\"].legend(loc=\"right\")\n", - "fig.suptitle(\n", - " \"\"\"\n", - "a) Parity plot of Vermeire model on SolProp dataset b) Selected (red) solvent and solute structures\n", - "c) Comparison of predicted and true solubility curve demonstrating incorrect absolute prediction and slope\n", - "\"\"\",\n", - " size=8,\n", - " y=0.02,\n", - ")\n", - "plt.tight_layout()\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "fprop", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/solprop_extrapolation.ipynb b/paper/figures/solprop_extrapolation.ipynb deleted file mode 100644 index c68f05d..0000000 --- a/paper/figures/solprop_extrapolation.ipynb +++ /dev/null @@ -1,25254 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from pathlib import Path\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import pandas as pd\n", - "from matplotlib_venn import venn2, venn3, venn3_unweighted\n", - "from rdkit import Chem\n", - "from rdkit.Chem import Draw" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "def inchify(smi):\n", - " return Chem.MolToInchi(Chem.MolFromSmiles(smi))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Had to manually open CombiSolvH-Exp and CombiSolv-Exp and export as CSV since they are malformed." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: '..\\\\data\\\\SolProp_v1.2\\\\Data\\\\AqueousSolu.csv'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[3], line 13\u001b[0m\n\u001b[0;32m 11\u001b[0m df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_excel(training_set)\n\u001b[0;32m 12\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m---> 13\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtraining_set\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 14\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAqueous\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m training_set\u001b[38;5;241m.\u001b[39mname:\n\u001b[0;32m 15\u001b[0m vermeire_training_solutes\u001b[38;5;241m.\u001b[39mextend(df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msmiles solute\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\util\\_decorators.py:211\u001b[0m, in \u001b[0;36mdeprecate_kwarg.._deprecate_kwarg..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 209\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 210\u001b[0m kwargs[new_arg_name] \u001b[38;5;241m=\u001b[39m new_arg_value\n\u001b[1;32m--> 211\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\util\\_decorators.py:331\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 325\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[0;32m 326\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 327\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39m_format_argument_list(allow_args)),\n\u001b[0;32m 328\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m 329\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[0;32m 330\u001b[0m )\n\u001b[1;32m--> 331\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:950\u001b[0m, in \u001b[0;36mread_csv\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[0;32m 935\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[0;32m 936\u001b[0m dialect,\n\u001b[0;32m 937\u001b[0m delimiter,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 946\u001b[0m defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[0;32m 947\u001b[0m )\n\u001b[0;32m 948\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[1;32m--> 950\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:605\u001b[0m, in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m 602\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[0;32m 604\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[1;32m--> 605\u001b[0m parser \u001b[38;5;241m=\u001b[39m TextFileReader(filepath_or_buffer, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n\u001b[0;32m 607\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[0;32m 608\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1442\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[1;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[0;32m 1439\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m 1441\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles: IOHandles \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m-> 1442\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1735\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[1;34m(self, f, engine)\u001b[0m\n\u001b[0;32m 1733\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m mode:\n\u001b[0;32m 1734\u001b[0m mode \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m-> 1735\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 1736\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1737\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1738\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1739\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1740\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmemory_map\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1741\u001b[0m \u001b[43m \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mis_text\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1742\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding_errors\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstrict\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1743\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstorage_options\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1744\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1745\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 1746\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles\u001b[38;5;241m.\u001b[39mhandle\n", - "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\common.py:856\u001b[0m, in \u001b[0;36mget_handle\u001b[1;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[0;32m 851\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m 852\u001b[0m \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[0;32m 853\u001b[0m \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[0;32m 854\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[0;32m 855\u001b[0m \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[1;32m--> 856\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[0;32m 857\u001b[0m \u001b[43m \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 858\u001b[0m \u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 859\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 860\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 861\u001b[0m \u001b[43m \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 862\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 863\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 864\u001b[0m \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m 865\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n", - "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '..\\\\data\\\\SolProp_v1.2\\\\Data\\\\AqueousSolu.csv'" - ] - } - ], - "source": [ - "vermeire_training_solutes = []\n", - "vermeire_training_solvents = []\n", - "for training_set in (\n", - " Path(\"../data/SolProp_v1.2/Data/AqueousSolu.csv\"),\n", - " Path(\"../data/SolProp_v1.2/Data/CombiSolv-Exp.csv\"),\n", - " Path(\"../data/SolProp_v1.2/Data/CombiSolv-QM.txt\"),\n", - " Path(\"../data/SolProp_v1.2/Data/CombiSolvH-Exp.csv\"),\n", - " Path(\"../data/SolProp_v1.2/Data/CombiSolvH-QM.txt\"),\n", - "):\n", - " if training_set.suffix == \"xlsx\":\n", - " df = pd.read_excel(training_set)\n", - " else:\n", - " df = pd.read_csv(training_set)\n", - " if \"Aqueous\" in training_set.name:\n", - " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", - " elif \"QM\" in training_set.name:\n", - " vermeire_training_solutes.extend(df[\"smiles solute\"])\n", - " vermeire_training_solvents.extend(df[\"smiles solvent\"])\n", - " else:\n", - " vermeire_training_solutes.extend(df[\"smiles_solute\"])\n", - " vermeire_training_solvents.extend(df[\"smiles_solvent\"])\n", - "\n", - "# cast to set twice - once to remove immediate dupes, again to remove\n", - "# multiple identical representations\n", - "vermeire_training_solvents = set(inchify(s) for s in set(vermeire_training_solvents))\n", - "vermeire_training_solutes = set(inchify(s) for s in set(vermeire_training_solutes))\n", - "print(f\"Vemeire training data includes {len(vermeire_training_solvents):d} solvents and {len(vermeire_training_solutes):d} solutes.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - 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"\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Charges were rearranged\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:28] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Charges were rearranged\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:29] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - 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"\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Testing data includes 97 solvents and 101 solutes.\n" - ] - } - ], - "source": [ - "df = pd.read_csv(Path(\"../data/vermeire/solprop_chemprop_nonaq.csv\"), index_col=0)\n", - "vermeire_testing_solutes = set(inchify(s) for s in df[\"solute_smiles\"])\n", - "vermeire_testing_solvents = set(inchify(s) for s in df[\"solvent_smiles\"])\n", - "print(f\"Testing data includes {len(vermeire_testing_solvents):d} solvents and {len(vermeire_testing_solutes):d} solutes.\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - 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"\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges neutralized\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Proton(s) added/removed; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n" - ] - } - ], - "source": [ - "df = pd.read_csv(Path(\"../data/boobier/leeds_acetone_chemprop.csv\"), index_col=0)\n", - "leeds_acetone_solutes = set(inchify(s) for s in df[\"solute_smiles\"])\n", - "df = pd.read_csv(Path(\"../data/boobier/leeds_benzene_chemprop.csv\"), index_col=0)\n", - "leeds_benzene_solutes = set(inchify(s) for s in df[\"solute_smiles\"])\n", - "df = pd.read_csv(Path(\"../data/boobier/leeds_ethanol_chemprop.csv\"), index_col=0)\n", - "leeds_ethanol_solutes = set(inchify(s) for s in df[\"solute_smiles\"])\n", - "all_leeds_solvents = {inchify(\"CO\"), inchify(\"CC(=O)C\"), inchify(\"C1=CC=CC=C1\")}" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Charges were rearranged\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:30] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:31] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Charges were rearranged\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:32] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:33] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:34] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:35] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Proton(s) added/removed\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:36] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:37] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:38] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Charges were rearranged\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:39] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:40] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:41] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Charges were rearranged\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:42] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:43] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:44] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged; Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Charges were rearranged\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:45] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:49] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:50] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n", - "[21:07:51] WARNING: Omitted undefined stereo\n", - "\n" - ] - } - ], - "source": [ - "df = pd.read_csv(Path(\"../data/krasnov/bigsoldb_chemprop_nonaq.csv\"), index_col=0)\n", - "krasnov_solutes = set(inchify(s) for s in df[\"solute_smiles\"])\n", - "krasnov_svents = set(inchify(s) for s in df[\"solvent_smiles\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "all_leeds_solutes = set(list(leeds_acetone_solutes) + list(leeds_benzene_solutes) + list(leeds_ethanol_solutes))" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "set()" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "krasnov_solutes.intersection(vermeire_testing_solutes)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jackson/miniconda3/envs/fprop/lib/python3.11/site-packages/matplotlib_venn/_util.py:62: UserWarning: venn3_unweighted is deprecated. Use venn3 with the appropriate layout_algorithm instead.\n", - " warnings.warn(\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(8, 4))\n", - "\n", - "fig.suptitle(\"Training and Testing Solute Overlap (not to scale)\")\n", - "plt.sca(axes[0])\n", - "axes[0].set_title(\"Vermeire et al.\")\n", - "venn3_unweighted(\n", - " [vermeire_training_solutes, vermeire_testing_solutes, all_leeds_solutes],\n", - " (\"Vermeire-Train\", \"SolProp\", \"Leeds\"),\n", - " # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n", - " subset_areas=(1000, 4*10, 23*10, 675, 309, 50, 60),\n", - " subset_label_formatter=lambda x: str(x) if x else \"\",\n", - ")\n", - "plt.sca(axes[1])\n", - "axes[1].set_title(\"fastsolv\")\n", - "venn3_unweighted(\n", - " [krasnov_solutes, vermeire_testing_solutes, all_leeds_solutes],\n", - " (\"Krasnov\", \"SolProp\", \"Leeds\"),\n", - " # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n", - " subset_areas=(704, 270, 0, 984, 0, 130, 0),\n", - ")\n", - "\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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b/paper/figures/temperature_gradients.ipynb deleted file mode 100644 index ca1b389..0000000 --- a/paper/figures/temperature_gradients.ipynb +++ /dev/null @@ -1,1510 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib\n", - "from matplotlib import pyplot as plt\n", - "import pandas as pd\n", - "import numpy as np\n", - "import fastprop\n", - "import os\n", - "from rdkit import Chem\n", - "\n", - "matplotlib.rcParams.update({'font.style': 'normal'})\n", - "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n", - "matplotlib.rcParams.update({'font.size': 26})" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\", \"highsol\")\n", - "bigsol_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsol_features_predictions.csv\"))\n", - "bigsol_predictions[['solvent smiles', 'solute smiles']] = bigsol_predictions['smiles'].str.split('.', n=1, expand=True)\n", - "bigsol_predictions\n", - "solute_smiles = bigsol_predictions.pop('solute smiles') \n", - "solvent_smiles = bigsol_predictions.pop('solvent smiles') \n", - "both = bigsol_predictions.pop('smiles') \n", - "\n", - "bigsol_predictions.insert(0, 'solvent smiles', solvent_smiles) \n", - "bigsol_predictions.insert(0, 'solute smiles', solute_smiles) " - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "grouped_predictions = bigsol_predictions.groupby(['solvent smiles', 'solute smiles'])\n", - "\n", - "# Create a list of smaller dataframes\n", - "sub_dfs = [group for _, group in grouped_predictions]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plotting Temperature trends for different solutions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Below, this demonstrates where the model gets slopes reasonable well, despite being a bit off on magnitude" - ] - }, - { - "cell_type": "code", - "execution_count": 171, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

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" - ], - "text/plain": [ - " solute smiles solvent smiles logS_true temperature logS_pred \\\n", - "53976 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -1.039233 296.15 -1.313614 \n", - "53977 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.995854 301.15 -1.253141 \n", - "53978 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.917328 306.25 -1.191487 \n", - "53979 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.814857 311.05 -1.133476 \n", - "53980 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.663012 318.05 -1.048889 \n", - "53981 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.520895 325.15 -0.963084 \n", - "53982 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.446711 329.25 -0.913520 \n", - "53983 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.380949 332.55 -0.873615 \n", - "53984 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.271469 337.05 -0.819176 \n", - "53985 O=C(O)c1ccccc1 C1CCC2CCCCC2C1 -0.205406 338.65 -0.799813 \n", - "\n", - " stdev \n", - "53976 0.403165 \n", - "53977 0.404055 \n", - "53978 0.405080 \n", - "53979 0.406152 \n", - "53980 0.407899 \n", - "53981 0.409894 \n", - "53982 0.411149 \n", - "53983 0.412214 \n", - "53984 0.413747 \n", - "53985 0.414315 " - ] - }, - "execution_count": 171, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sub_dfs[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 172, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(\"logS (mol/L)\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 173, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grads_true = np.gradient(sub_dfs[0]['logS_true'], sub_dfs[0]['temperature'])\n", - "grads_predicted = np.gradient(sub_dfs[0]['logS_pred'], sub_dfs[0]['temperature'])\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[0]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[0]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "#ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "But here, the slope is a bit off, even though magnitudes are reasonable. " - ] - }, - { - "cell_type": "code", - "execution_count": 174, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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solute smilessolvent smileslogS_truetemperaturelogS_predstdev
36019O=C(O)c1cccc(C(=O)O)c1C1CCOC1-0.760507293.35-1.1746160.261046
36020O=C(O)c1cccc(C(=O)O)c1C1CCOC1-0.728306303.15-1.0560670.274206
36021O=C(O)c1cccc(C(=O)O)c1C1CCOC1-0.693035313.45-0.9315660.288016
36022O=C(O)c1cccc(C(=O)O)c1C1CCOC1-0.660013322.85-0.8179650.300656
36023O=C(O)c1cccc(C(=O)O)c1C1CCOC1-0.638967328.75-0.7466450.308634
\n", - "
" - ], - "text/plain": [ - " solute smiles solvent smiles logS_true temperature \\\n", - "36019 O=C(O)c1cccc(C(=O)O)c1 C1CCOC1 -0.760507 293.35 \n", - "36020 O=C(O)c1cccc(C(=O)O)c1 C1CCOC1 -0.728306 303.15 \n", - "36021 O=C(O)c1cccc(C(=O)O)c1 C1CCOC1 -0.693035 313.45 \n", - "36022 O=C(O)c1cccc(C(=O)O)c1 C1CCOC1 -0.660013 322.85 \n", - "36023 O=C(O)c1cccc(C(=O)O)c1 C1CCOC1 -0.638967 328.75 \n", - "\n", - " logS_pred stdev \n", - "36019 -1.174616 0.261046 \n", - "36020 -1.056067 0.274206 \n", - "36021 -0.931566 0.288016 \n", - "36022 -0.817965 0.300656 \n", - "36023 -0.746645 0.308634 " - ] - }, - "execution_count": 174, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sub_dfs[140]" - ] - }, - { - "cell_type": "code", - "execution_count": 175, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[140]['temperature'],sub_dfs[140]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[140]['temperature'],sub_dfs[140]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(\"logS (mol/L)\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 176, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grads_true = np.gradient(sub_dfs[140]['logS_true'], sub_dfs[140]['temperature'])\n", - "grads_predicted = np.gradient(sub_dfs[140]['logS_pred'], sub_dfs[140]['temperature'])\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[140]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[140]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "#ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here, the slope is spot on, but the magnitude is slightly offset." - ] - }, - { - "cell_type": "code", - "execution_count": 177, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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solute smilessolvent smileslogS_truetemperaturelogS_predstdev
26408S=c1[nH]c2ccccc2s1CC#N-1.078940273.15-0.8963790.071459
26409S=c1[nH]c2ccccc2s1CC#N-1.040364275.65-0.8657640.070602
26410S=c1[nH]c2ccccc2s1CC#N-1.006109278.15-0.8351540.069935
26411S=c1[nH]c2ccccc2s1CC#N-0.970151280.65-0.8045490.069463
26412S=c1[nH]c2ccccc2s1CC#N-0.938473283.15-0.7739490.069187
26413S=c1[nH]c2ccccc2s1CC#N-0.905169285.65-0.7433540.069109
26414S=c1[nH]c2ccccc2s1CC#N-0.868994288.15-0.7127640.069225
26415S=c1[nH]c2ccccc2s1CC#N-0.836513290.65-0.6821780.069535
26416S=c1[nH]c2ccccc2s1CC#N-0.806661293.15-0.6515970.070033
26417S=c1[nH]c2ccccc2s1CC#N-0.774883295.65-0.6210200.070715
26418S=c1[nH]c2ccccc2s1CC#N-0.742655298.15-0.5904470.071575
26419S=c1[nH]c2ccccc2s1CC#N-0.714265300.65-0.5598780.072604
26420S=c1[nH]c2ccccc2s1CC#N-0.683893303.15-0.5293110.073796
26421S=c1[nH]c2ccccc2s1CC#N-0.654977305.65-0.4987480.075141
26422S=c1[nH]c2ccccc2s1CC#N-0.625322308.15-0.4681870.076632
26423S=c1[nH]c2ccccc2s1CC#N-0.595536310.65-0.4376280.078260
26424S=c1[nH]c2ccccc2s1CC#N-0.567574313.15-0.4070700.080017
26425S=c1[nH]c2ccccc2s1CC#N-0.544581315.65-0.3765140.081895
26426S=c1[nH]c2ccccc2s1CC#N-0.513174318.15-0.3459580.083886
\n", - "
" - ], - "text/plain": [ - " solute smiles solvent smiles logS_true temperature logS_pred \\\n", - "26408 S=c1[nH]c2ccccc2s1 CC#N -1.078940 273.15 -0.896379 \n", - "26409 S=c1[nH]c2ccccc2s1 CC#N -1.040364 275.65 -0.865764 \n", - "26410 S=c1[nH]c2ccccc2s1 CC#N -1.006109 278.15 -0.835154 \n", - "26411 S=c1[nH]c2ccccc2s1 CC#N -0.970151 280.65 -0.804549 \n", - "26412 S=c1[nH]c2ccccc2s1 CC#N -0.938473 283.15 -0.773949 \n", - "26413 S=c1[nH]c2ccccc2s1 CC#N -0.905169 285.65 -0.743354 \n", - "26414 S=c1[nH]c2ccccc2s1 CC#N -0.868994 288.15 -0.712764 \n", - "26415 S=c1[nH]c2ccccc2s1 CC#N -0.836513 290.65 -0.682178 \n", - "26416 S=c1[nH]c2ccccc2s1 CC#N -0.806661 293.15 -0.651597 \n", - "26417 S=c1[nH]c2ccccc2s1 CC#N -0.774883 295.65 -0.621020 \n", - "26418 S=c1[nH]c2ccccc2s1 CC#N -0.742655 298.15 -0.590447 \n", - "26419 S=c1[nH]c2ccccc2s1 CC#N -0.714265 300.65 -0.559878 \n", - "26420 S=c1[nH]c2ccccc2s1 CC#N -0.683893 303.15 -0.529311 \n", - "26421 S=c1[nH]c2ccccc2s1 CC#N -0.654977 305.65 -0.498748 \n", - "26422 S=c1[nH]c2ccccc2s1 CC#N -0.625322 308.15 -0.468187 \n", - "26423 S=c1[nH]c2ccccc2s1 CC#N -0.595536 310.65 -0.437628 \n", - "26424 S=c1[nH]c2ccccc2s1 CC#N -0.567574 313.15 -0.407070 \n", - "26425 S=c1[nH]c2ccccc2s1 CC#N -0.544581 315.65 -0.376514 \n", - "26426 S=c1[nH]c2ccccc2s1 CC#N -0.513174 318.15 -0.345958 \n", - "\n", - " stdev \n", - "26408 0.071459 \n", - "26409 0.070602 \n", - "26410 0.069935 \n", - "26411 0.069463 \n", - "26412 0.069187 \n", - "26413 0.069109 \n", - "26414 0.069225 \n", - "26415 0.069535 \n", - "26416 0.070033 \n", - "26417 0.070715 \n", - "26418 0.071575 \n", - "26419 0.072604 \n", - "26420 0.073796 \n", - "26421 0.075141 \n", - "26422 0.076632 \n", - "26423 0.078260 \n", - "26424 0.080017 \n", - "26425 0.081895 \n", - "26426 0.083886 " - ] - }, - "execution_count": 177, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sub_dfs[600]" - ] - }, - { - "cell_type": "code", - "execution_count": 178, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[600]['temperature'],sub_dfs[600]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[600]['temperature'],sub_dfs[600]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 320])\n", - "ax1.set_ylim([-1.05, -0.2])\n", - "ax1.set_ylabel(\"logS (mol/L)\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 179, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grads_true = np.gradient(sub_dfs[600]['logS_true'], sub_dfs[600]['temperature'])\n", - "grads_predicted = np.gradient(sub_dfs[600]['logS_pred'], sub_dfs[600]['temperature'])\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[600]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[600]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "#ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 180, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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solute smilessolvent smileslogS_truetemperaturelogS_predstdev
4533O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-2.840037278.15-2.9687920.430208
4534O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-2.654207283.15-2.9076950.425252
4535O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-2.467071288.15-2.8466210.420402
4536O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-2.284635293.15-2.7855680.415657
4537O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-2.115231298.15-2.7245350.411016
4538O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-1.938967303.15-2.6635170.406475
4539O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-1.779384308.15-2.6025110.402034
4540O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-1.616152313.15-2.5415140.397688
4541O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-1.460152318.15-2.4805210.393436
4542O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1CCO-1.315671323.15-2.4195290.389275
\n", - "
" - ], - "text/plain": [ - " solute smiles solvent smiles logS_true \\\n", - "4533 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -2.840037 \n", - "4534 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -2.654207 \n", - "4535 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -2.467071 \n", - "4536 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -2.284635 \n", - "4537 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -2.115231 \n", - "4538 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -1.938967 \n", - "4539 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -1.779384 \n", - "4540 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -1.616152 \n", - "4541 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -1.460152 \n", - "4542 O=C1CC[C@@H](C(=O)N2CSC[C@H]2C(=O)O)N1 CCO -1.315671 \n", - "\n", - " temperature logS_pred stdev \n", - "4533 278.15 -2.968792 0.430208 \n", - "4534 283.15 -2.907695 0.425252 \n", - "4535 288.15 -2.846621 0.420402 \n", - "4536 293.15 -2.785568 0.415657 \n", - "4537 298.15 -2.724535 0.411016 \n", - "4538 303.15 -2.663517 0.406475 \n", - "4539 308.15 -2.602511 0.402034 \n", - "4540 313.15 -2.541514 0.397688 \n", - "4541 318.15 -2.480521 0.393436 \n", - "4542 323.15 -2.419529 0.389275 " - ] - }, - "execution_count": 180, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sub_dfs[3500]" - ] - }, - { - "cell_type": "code", - "execution_count": 181, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[3500]['temperature'],sub_dfs[3500]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[3500]['temperature'],sub_dfs[3500]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([275, 325])\n", - "ax1.set_ylim([-3.05, -1])\n", - "ax1.set_ylabel(\"logS (mol/L)\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grads_true = np.gradient(sub_dfs[3500]['logS_true'], sub_dfs[3500]['temperature'])\n", - "grads_predicted = np.gradient(sub_dfs[3500]['logS_pred'], sub_dfs[3500]['temperature'])\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[3500]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[3500]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "#ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1239: RuntimeWarning: divide by zero encountered in divide\n", - " a = -(dx2)/(dx1 * (dx1 + dx2))\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1240: RuntimeWarning: divide by zero encountered in divide\n", - " b = (dx2 - dx1) / (dx1 * dx2)\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1241: RuntimeWarning: divide by zero encountered in divide\n", - " c = dx1 / (dx2 * (dx1 + dx2))\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1247: RuntimeWarning: invalid value encountered in add\n", - " out[tuple(slice1)] = a * f[tuple(slice2)] + b * f[tuple(slice3)] + c * f[tuple(slice4)]\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: divide by zero encountered in double_scalars\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: divide by zero encountered in double_scalars\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1256: RuntimeWarning: invalid value encountered in double_scalars\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_0\n", - "c:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\numpy\\lib\\function_base.py:1263: RuntimeWarning: invalid value encountered in double_scalars\n", - " out[tuple(slice1)] = (f[tuple(slice2)] - f[tuple(slice3)]) / dx_n\n" - ] - } - ], - "source": [ - "total_predicted_gradients = []\n", - "total_true_gradients = []\n", - "for df in sub_dfs:\n", - " if(len(df) > 1):\n", - " total_true_gradients.append(np.gradient(df['logS_true'], df['temperature']).flatten())\n", - " total_predicted_gradients.append(np.gradient(df['logS_pred'], df['temperature']).flatten())\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "true_grads = np.concatenate(total_true_gradients).ravel()\n", - "pred_grads = np.concatenate(total_predicted_gradients).ravel()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "\n", - "ax1.scatter(true_grads,pred_grads,alpha =0.4, edgecolors = 'black')\n", - "ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n", - "\n", - "ax1.set_xlim([-0.1, 0.1])\n", - "ax1.set_ylim([-0.1, 0.1])\n", - "ax1.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n", - "ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "53964 53960\n" - ] - } - ], - "source": [ - "true_grads = true_grads[~np.isnan(true_grads)]\n", - "true_grads[true_grads > 1e308] = 0\n", - "\n", - "pred_grads = pred_grads[~np.isnan(pred_grads)]\n", - "pred_grads[pred_grads > 1e308] = 0\n", - "print(len(true_grads), len(pred_grads))" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "true_grads_binned, true_grad_bins = np.histogram(true_grads, bins = 50)\n", - "pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins = 50)\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "\n", - "#ax1.stairs(true_grads_binned, true_grad_bins, label = r'ground truth')\n", - "ax1.stairs(pred_grads_binned,pred_grad_bins, label = r'predictions')\n", - "\n", - "#ax1.set_xlim([-0.05, 0.05])\n", - "#ax1.set_ylim([-500, 22000])\n", - "ax1.set_ylabel(r\"Count\")\n", - "ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Compute histograms\n", - "true_grads_binned, true_grad_bins = np.histogram(true_grads, bins=50, range = (-0.02, 0.02))\n", - "pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins=50, range = (-0.02, 0.02)\n", - ")\n", - "\n", - "# Compute the CDF\n", - "true_grads_cdf = np.cumsum(true_grads_binned) / np.sum(true_grads_binned)\n", - "pred_grads_cdf = np.cumsum(pred_grads_binned) / np.sum(pred_grads_binned)\n", - "\n", - "# Create the plot\n", - "plt.figure(figsize=[6.4, 4.8])\n", - "ax1 = plt.gca()\n", - "\n", - "# Plot the CDFs as step plots\n", - "ax1.step(true_grad_bins[:-1], true_grads_cdf, where='post', label='ground truth')\n", - "ax1.step(pred_grad_bins[:-1], pred_grads_cdf, where='post', label='predictions')\n", - "\n", - "# Set axis limits\n", - "ax1.set_ylim([0, 1])\n", - "ax1.set_ylabel(\"CDF\")\n", - "ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.legend(prop={'size': 22}, loc='upper left', frameon=False)\n", - "ax1.spines[['right', 'top']].set_visible(False)\n", - "\n", - "# Show the plot\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "06/10/2024 Analysis on Predictions on Vermiere" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\", \"highsol\")\n", - "vermiere_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"prepared_data_predictions.csv\"))\n", - "vermiere_predictions[['solvent smiles', 'solute smiles']] = vermiere_predictions['smiles'].str.split('.', n=1, expand=True)\n", - "vermiere_predictions\n", - "solute_smiles = vermiere_predictions.pop('solute smiles') \n", - "solvent_smiles = vermiere_predictions.pop('solvent smiles') \n", - "both = vermiere_predictions.pop('smiles') \n", - "\n", - "vermiere_predictions.insert(0, 'solvent smiles', solvent_smiles) \n", - "vermiere_predictions.insert(0, 'solute smiles', solute_smiles) " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "grouped_predictions = vermiere_predictions.groupby(['solvent smiles', 'solute smiles'])\n", - "\n", - "# Create a list of smaller dataframes\n", - "sub_dfs = [group for _, group in grouped_predictions]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plotting Temperature trends for different solutions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Below, this demonstrates where the model gets slopes reasonable well, despite being a bit off on magnitude" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " solute smiles solvent smiles logS_true temperature logS_pred stdev\n", - "6161 C(=O)(N)N C(=O)N 0.979023 302.46 -0.238607 0.303040\n", - "6162 C(=O)(N)N C(=O)N 1.020394 307.64 -0.202348 0.304703\n", - "6163 C(=O)(N)N C(=O)N 1.038793 309.70 -0.188128 0.305383\n", - "6164 C(=O)(N)N C(=O)N 1.073024 313.75 -0.160451 0.306694\n", - "6165 C(=O)(N)N C(=O)N 1.099514 317.39 -0.135782 0.307836\n", - "6166 C(=O)(N)N C(=O)N 1.127130 320.18 -0.116979 0.308745\n", - "6167 C(=O)(N)N C(=O)N 1.182634 326.75 -0.073145 0.311396\n", - "6168 C(=O)(N)N C(=O)N 1.215477 330.93 -0.045534 0.313261\n", - "6169 C(=O)(N)N C(=O)N 1.261254 335.80 -0.013775 0.315834\n", - "6170 C(=O)(N)N C(=O)N 1.307134 340.75 0.018062 0.319075" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sub_dfs[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_true'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[0]['temperature'],sub_dfs[0]['logS_pred'], linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 350])\n", - "ax1.set_ylim([-1, 2])\n", - "ax1.set_ylabel(\"logS (mol/L)\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grads_true = np.gradient(sub_dfs[0]['logS_true'], sub_dfs[0]['temperature'])\n", - "grads_predicted = np.gradient(sub_dfs[0]['logS_pred'], sub_dfs[0]['temperature'])\n", - "\n", - "plt.figure(figsize=[6.4,4.8])\n", - "ax1 = plt.gca()\n", - "ax1.plot(sub_dfs[0]['temperature'],grads_true, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'ground truth')\n", - "ax1.plot(sub_dfs[0]['temperature'],grads_predicted, linestyle = '-', linewidth = 2, marker = '.', markersize = '15', label = r'predictions')\n", - "\n", - "ax1.set_xlim([290, 340])\n", - "#ax1.set_ylim([-1.5, 0])\n", - "ax1.set_ylabel(r\"$\\frac{dlogS}{dT}$\")\n", - "ax1.set_xlabel(\"Temperature (K)\")\n", - "ax1.legend(prop={'size': 22}, frameon = False) \n", - "ax1.spines[['right', 'top']].set_visible(False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "PythonDeepChemENV2", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.15" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/paper/figures/water_comparison.ipynb b/paper/figures/water_comparison.ipynb deleted file mode 100644 index 82dd518..0000000 --- a/paper/figures/water_comparison.ipynb +++ /dev/null @@ -1,90 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "from pathlib import Path\n", - "\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "aqsoldb = pd.read_csv(r\"https://raw.githubusercontent.com/mcsorkun/AqSolDB/master/results/data_curated.csv\", usecols=[\"Solubility\"])\n", - "bigsoldb = pd.read_csv(Path(\"../data/krasnov/bigsoldb_chemprop_nonaq.csv\"), usecols=[\"logS\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "df = pd.concat((aqsoldb, bigsoldb), axis=1)\n", - "df.columns = [\"AqSolDB\", \"BigSolDB-nonaq\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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WrUu00aZNmxJldnZ2mDhxIo4ePYrbt2/jf//7H/r27YsffvjBZHXP33//Xer+bdu2FZ83l1KpBAC4uLiYlNvb2yMqKgpRUVHo06cPXnnlFezbtw95eXmYPXt2uW06ODjg+eefx//+9z9xrsuXX34JnU5nkgC98cYbUCgUCA8PR+vWrTFx4kQcOnTI7L4AgLu7uxh3//79MWfOHKxfvx6//PKLuKqtNH///Tfs7OxKnCYra5Vf586d8eWXX+Lu3bvIyMjA7NmzUVBQgKFDh4oJaXGbD7fh7e2NRo0aVennBpT9s+vQoYP4GgwfPhxbtmzBgAEDMGvWLOTk5AC4f2osKytL3IqTi2LNmzc3eVycDBV/kRbHXtb78vbt2yVOlzyqTQA4dOgQoqKixDlFHh4emDNnDgCIMRYf++HPmYeHh0nSVlE5OTlQqVRl9sVoNOLq1avisUt7T5RWVtHPt7nK+vkXk8lkWLx4Mb777jt4eXmhe/fuWLJkSaUTkUedOn5Qq1atSszveeyxxwCg1PlCllLe+zEoKKjEZ00ul8PDw8OkrHHjxlVKFOsrJkA27ocffsDNmzexbds2tG7dWtyGDx8OABa5xkqTJk3w7LPPYteuXejRowd+/vnnKn9BVsTp06cBlP1F/6BmzZqhTZs2+PHHHx9Zd+TIkSgoKMB3330HAPj8888RFBSETp06iXXatm2Lc+fOYdu2bejatSu++OILdO3aFQkJCWb2pnS9e/cGgArFXVlSqRSdO3fGu+++i9WrV0On02H79u0mdarrgounT5+Gp6dnmfM/HtS7d2+o1WrxUgDPPfccfHx8xG3q1Kkm9cv6i18QBLPjfVSbly5dQu/evXH79m0sX74c3377Lfbu3Yv/+7//A3D/ujp1VXV8vk+fPg17e/tyE5Rp06bh/PnzSExMhFwux1tvvYW2bdvi+PHjFT7Ow/MXq6qsz0NNTkCu6IgWMQGyeZ9++ik8PT2xffv2EtuoUaPw1VdfiadXWrRogQsXLpRo49y5cxU+XlhYGID7pxmK2yxt/z///FN83lyffPIJACA6OrpC9fV6vfiXZ3m6d+8OHx8fpKam4vbt2/jhhx9MRn+KNWjQACNGjEBycjIyMzPRv39/LFq0CGq1unIdeUTMAMqNu0WLFjAajbh8+bJJ+cWLFyt8nNJ+bkajscT7ITs7G/fu3avSzy09PR2XLl1Cnz59KlT/4ddg2bJl4mmyvXv3YubMmZU6fnHsZb0v3d3d0aBBg0q1+c0330Cj0WDHjh149dVX0a9fP0RFRZW5gODh1zUnJ8esv+A9PDzg7OxcZl/s7OzE62S1aNGi1PdEVd4n5sjMzMTBgwcRGRlZ5ghQscDAQLz++uv4/vvvcfr0aWi1Wixbtkx83pIJ+sWLF0skycWnzIsnxReP0t27d8+kXmkJYUVjK+/9eO7cuSp91mwdEyAbVlRUhC+//BIDBgzA0KFDS2yTJk1CQUGBOPejX79++PXXX00uupeTk1NilCgrK6vUuTtarRZpaWkmp0769euHjIwMpKeni/UKCwuxbt06+Pv7Izg42Ky+bd26FevXr0dkZKQ4SlKe8+fP49y5cyajOGWxs7PD0KFD8c033+CTTz6BXq8vkQDl5uaaPJZKpQgODoYgCNDpdAAAlUqFP//8U1zVZI5vvvkGAMqNuzgBXLVqlUl5aVd23r9/f6kjIcXzXoqH4fv16wfg/mqWBy1fvhwASl1hVhF///03YmNjIZVKMWPGjArts3PnTgD/vAahoaHiabKoqKhKv4d8fHwQEhKClJQUky+y06dP4/vvvxf7XhnFf5U/+Nrm5eUhOTnZpF5UVBQcHR3x4YcfmtR9+HWuzHH79OmD//3vfyanabKzs7F161Z07dpVHGWLjo5Geno6Tpw4Ida7c+dOlT7flXXnzh2MGjUKBoNBXB1VGpVKVeIPicDAQLi4uJhchqFBgwYlkhFz3bhxw2R1Y35+PjZv3oyQkBDxchSBgYEATEdkCwsLkZKSUqK9isYWFhYGT09PrFmzxqRv3333Hc6ePWv2Z424DN6m7dixAwUFBXj22WdLff7JJ5+Eh4cHPv30U4wYMQIzZ87EJ598gpiYGEydOlVcBt+iRQucOnVK3O/atWsIDw/H008/jd69e8Pb2xu3bt3CZ599hpMnT2LatGlwd3cHAMyaNQufffYZ+vbtiylTpsDNzQ0pKSm4fPkyvvjiC9jZPTpH/+9//wuFQgGtViteCfrQoUPo1KlTiVM2wP0Rgy1btgC4f+rhypUrWLNmDYxGY4VPUY0YMQIffvghEhIS0KFDB3HOUrE+ffrA29sbXbp0gZeXF86ePYuVK1eif//+4l+1GRkZ6NWrFxISEip076br16+LcWu1Wpw8eRJr166Fu7t7uVdoDg0NxfPPP4+kpCTk5uaKy+CL/3p98C/RyZMnQ6VSYciQIQgKCoJWq8Uvv/yC1NRU+Pv7i9dA6tSpE8aMGYN169bh3r176NGjBzIyMpCSkoLBgweLE+rLc+zYMWzZsgVGoxH37t3Db7/9hi+++AISiQSffPIJOnbsWGKfn376Sfziu3PnDnbs2IGDBw9i5MiRCAoKeuQxK+r9999H3759ERkZibFjx4rL4Bs2bGjWfbb69OkDqVSKgQMH4tVXX4VSqcTHH38MT09Pk9GS4mu2JCYmYsCAAejXrx+OHz+O7777TvzMVNbChQuxd+9edO3aFRMmTICDgwPWrl0LjUZjcq2lmTNnYsuWLXjmmWcwefJkcRl88+bNcefOHfF9UpnPd3nOnz+PLVu2QBAE5Ofn4+TJk9i+fTuUSiWWL1+OmJiYcvft3bs3hg8fjuDgYDg4OOCrr75Cdna2yRyk0NBQrF69GgsXLkSrVq3g6emJp59+2qzX8bHHHsPYsWPx22+/wcvLCxs3bkR2drZJEtunTx80b94cY8eOxYwZM2Bvb4+NGzfCw8OjxC1eKhqbo6MjFi9ejLi4OPTo0QOjRo0Sl8H7+/uLp1HJDNZbgEbWNnDgQEEulwuFhYVl1omNjRUcHR3FpdanTp0SevToIcjlcqFp06bCggULhA0bNpgs8czPzxdWrFghREdHC82aNRMcHR0FFxcXITIyUvj4449NlvcKgiBcunRJGDp0qNCoUSNBLpcL4eHhws6dO03qlLcMvniTy+VCs2bNhAEDBggbN24U1Gp1if6Utgze1dVV6N27t7Bv374Kv3ZGo1Hw8/MTAAgLFy4s8fzatWuF7t27C02aNBFkMpkQGBgozJgxQ1zWLQj/LHetyFV7H14Gb2dnJ3h6egqjRo0SLl68aFK3tKW4hYWFwsSJEwU3NzdBoVAIgwcPFs6dOycAEN577z2x3nfffSf861//EoKCggSFQiFIpVKhVatWwuTJk0tc4Ven0wlvv/22EBAQIDg6Ogp+fn7C7NmzS7zuZS2DL94cHBwENzc3ISIiQpg9e7bw999/l+h/acvgpVKpEBQUJCxatKjEMv3SlLf8vrSfw759+4QuXboITk5OgqurqzBw4EDhjz/+MKlT1qUYSlv2vGPHDqFjx46CXC4X/P39hcWLFwsbN24sUc9gMAhvv/224OPjIzg5OQk9e/YUTp8+LbRo0cKsZfCCIAjHjh0ToqOjBYVCITg7Owu9evUSfvnllxL7Hj9+XOjWrZsgk8mEZs2aCYmJicIHH3wgABCysrIEQaj857usGB98Lzdq1Eh4/PHHhalTpwpnzpwpUf/hz//t27eFiRMnCkFBQUKDBg2Ehg0bChEREcLnn39usl9WVpbQv39/wcXFRQAgvg+Lfz6//fZbiWOVtQy+f//+wp49e4SOHTsKMplMCAoKKnFlckG4f9mJiIgIQSqVCs2bNxeWL19eaptlxfbwMvhiqampwuOPPy7IZDLBzc1NePHFF4Vr166Z1CnrSvdlLc+3dRJBqMLMPyL8c5Guy5cvl7hAHNVeJ06cwOOPP44tW7aUutSZahd/f3/07Nmzxm+gOW3aNKxduxZKpZITbKle4RwgIhtQ2nWCkpKSYGdnh+7du1shIqqNHn6f5Obm4pNPPkHXrl2Z/FC9wzlARDZgyZIlOHr0KHr16gUHBwd89913+O677/DKK6+Iq4CIIiMj0bNnT7Rt2xbZ2dnYsGED8vPz8dZbb1k7NCKLYwJEZAOeeuop7N27FwsWLIBSqUTz5s0xf/78clfakO3p168f/vvf/2LdunWQSCR44oknsGHDBo4SUr3EOUBERERkczgHiIiIiGwOEyAiIiKyOZwDVAqj0YgbN27AxcWl2u51RERERJYlCAIKCgrg6+v7yAvpMgEqxY0bN7gyhoiIqI66evUqmjVrVm4dJkClKL5VwdWrVyt0N2oiIiKyvvz8fPj5+T3yRroAE6BSFZ/2cnV1ZQJERERUx1Rk+gonQRMREZHNYQJERERENocJEBEREdkczgGqAoPBAJ1OZ+0wyMY4OjryxpRERFXEBMgMgiAgKysL9+7ds3YoZKMaNWoEb29vXqeKiMhMTIDMUJz8eHp6wtnZmV9CVGMEQYBKpcKtW7cAAD4+PlaOiIiobmICVEkGg0FMfpo0aWLtcMgGOTk5AQBu3boFT09Png4jIjIDJ0FXUvGcH2dnZytHQras+P3HOWhEROZhAmQmnvYia+L7j4ioapgAERERkc3hHCAL0mq10Ov1NXIsBwcHSKXSGjmWpW3atAnTpk3jKjoiIrIaJkAWotVqkZFxBkqlsUaOp1DYITy8nVlJUHp6Orp27YqYmBh8++23ldpXpVJhwYIF+Pzzz3H9+nW4uLggODgY8fHxGDRoUKVjAe4nRHFxcQAAOzs7uLq64rHHHkP//v0xdepUNGzYUKwbGxuLlJQU8bGbmxs6d+6MJUuWoGPHjmYdn4iIbA8TIAvR6/VQKo2QSgMgk8mr9VgajRpK5WXo9XqzEqANGzZg8uTJ2LBhA27cuAFfX98K7/vaa6/h8OHD+PDDDxEcHIzc3Fz88ssvyM3NrXQcD3J1dcW5c+cgCALu3buHX375BYmJiUhOTsahQ4dMYoyJiUFycjKA+5ckmDt3LgYMGIDMzMwqxUBERLaDCZCFyWRyyOXVv0JMqzVvP6VSidTUVBw5cgRZWVnYtGkT5syZIz7/3nvv4T//+Q9UKhWGDx8ODw8P7N69GydOnAAA7NixAytWrEC/fv0AAP7+/ggNDTU5xt27dzF16lR888030Gg06NGjBz744AO0bt26zLgkEgm8vb0B3L+2Tdu2bTFw4EC0a9cOM2fOxJYtW8S6MplMrOvt7Y1Zs2ahW7duyMnJgYeHh3kvDBER2RROgrYxn3/+OYKCgtCmTRu89NJL2LhxIwRBEJ+bP38+3n33XRw5cgQ+Pj5YtWqVyf7e3t7YtWsXCgoKyjxGbGwsjhw5gh07diA9PR2CIKBfv36VXrLt6emJF198ETt27IDBYCi1jlKpxJYtW9CqVStel4mIqp1Wq4VKparUpjX3L1aqVhwBsjEbNmzASy+9BOD+qaS8vDwcPHgQPXv2RFJSEsaOHYuxY8cCABYuXIh9+/ZBrVaL+69btw4vvvgimjRpgk6dOqFr164YOnQounTpAgC4cOECduzYgUOHDuGpp54CAHz66afw8/PD119/jWHDhlUq3qCgIBQUFCA3Nxeenp4AgJ07d0KhUAAACgsL4ePjg507d8LOjvk8EVUfrVaLjOMZUGqUldpPIVMg/PHwOrtwpb7iN4YNOXfuHDIyMjBq1CgA91eSjRgxAhs2bAAAnD17FhERESb7REZGmjzu3r07/vrrL6SlpWHo0KE4c+YMunXrhgULFohtODg4mLTTpEkTtGnTBmfPnq10zMWjUw9e96ZXr144ceIETpw4gYyMDERHR6Nv3774+++/K90+EVFF6fV6KDVKSJtI4dLUpUKbtIkUSo2yxlYIU8VxBMiGbNiwAXq93mRCsSAIkMlkWLlyZYXbcXR0RLdu3dCtWze88cYbWLhwId555x288cYbFo/57NmzcHV1NTm91aBBA7Rq1Up8vH79ejRs2BAff/wxFi5caPEYiIgeJJPLIHeq+GIXLXgKrDbiCJCN0Ov12Lx5M5YtWyaOnpw4cQInT56Er68vPvvsM7Rt2xaHDx822e/XX399ZNvBwcHQ6/VQq9Vo27Yt9Hq9STu5ubk4d+4cgoODKxXzrVu3sHXrVgwePLjc01sSiQR2dnYoKiqqVPtERGS7OAJkI3bu3Im7d+9i7NixJtfVAYDnn38eGzZswPTp0xEbG4uwsDB06dIFn376Kc6cOYOWLVuKdXv27IlRo0YhLCwMTZo0wR9//IE5c+agV69ecHV1haurKwYNGoRx48Zh7dq1cHFxwaxZs9C0adNyrxMkCAKysrLEZfDp6el499130bBhQ7z33nsmdTUaDbKysgDcX3G2cuVKKJVKDBw40IKvGBER1WdMgCxMo1E/upIVjrFhwwZERUWVSH6A+wnQkiVL0LZtW7z11luYOXMm1Go1nn/+eYwfPx579uwR60ZHRyMlJQVz5syBSqWCr68vBgwYgHnz5ol1kpOTMXXqVAwYMABarRbdu3fHrl274OjoWGZ8+fn58PHxgUQigaurK9q0aYMxY8Zg6tSpcHV1Nam7e/du+Pj4AABcXFwQFBSE7du3o2fPnpV+XYiIyDZJhOJZpiTKz89Hw4YNkZeXV+LLV61W4/LlywgICIBc/s854Lp0JejKmD9/Pr7++mvxOkBUO5T1PiSi6qNSqfDjkR/h0tSlwnOA1EVqFFwvQPew7nB2rv5rxNm68r6/H8YRIAuRSqUID2/He4ERERHVAUyALEgqlTIpISIiqgO4CozKNX/+fJ7+IiKieocJEBEREdkcJkBERERkc5gAERERkc1hAkREREQ2hwkQERER2RwmQERERGRzeB0gC9JqtXX6QohXrlxBQEAAjh8/jpCQEIu2XRuPS0REtosJkIVotVpkHM+AUqOskeMpZAqEPx5eqSQoNjYWKSkp4mM3Nzd07twZS5YsQceOHeHn54ebN2/C3d29UrF8/PHHWLlyJS5dugQHBwcEBARg+PDhmD17dqXaKVacEBVTKBRo3rw5evbsiWnTpqF169bic5s2bUJcXJz4uEGDBmjTpg3efPNNPPfcc2Ydn4iI6j8mQBai1+uh1CghbSKFTC6r1mNp1Booc5XQ6/WVHgWKiYlBcnIyACArKwtz587FgAEDkJmZCXt7e3h7e1eqvY0bN2LatGn44IMP0KNHD2g0Gpw6dQqnT5+uVDul2bdvH9q1aweVSoXff/8dK1asQKdOnfDNN9+gd+/eYj1XV1ecO3cOAFBQUIDk5GQMHz4cZ86cQZs2baocBxHVL+aM1js48OuyvqkVc4A++ugj+Pv7Qy6XIyIiAhkZGWXW/fLLLxEWFoZGjRqhQYMGCAkJwSeffGJSJzY2FhKJxGSLiYmp7m4AAGRyGeRO8mrdqpJgyWQyeHt7w9vbGyEhIZg1axauXr2KnJwcXLlyBRKJxOTKzzt27EDr1q0hl8vRq1cvpKSkQCKR4N69e+Lzw4cPx9ixY9GqVSu0a9cOo0aNwqJFi8Q2jEYj3nnnHTRr1gwymQwhISHYvXv3I2Nt0qQJvL290bJlSwwaNAj79u1DREQExo4dC4PBINaTSCRin1q3bo2FCxfCzs4Op06dKrd9iUSC9evXY8iQIXB2dkbr1q2xY8cOkzoHDx5EeHg4ZDIZfHx8MGvWLJNfnD179sSUKVMwc+ZMuLm5wdvbG/PnzzdpY/ny5ejQoQMaNGgAPz8/TJgwAUql6Ujhpk2b0Lx5czg7O2PIkCFYtmwZGjVq9MjXiIgqp3i0/scjP1ZqyzieAa1Wa+3wyYKsngClpqYiPj4eCQkJOHbsGDp16oTo6GjcunWr1Ppubm548803kZ6ejlOnTiEuLg5xcXHYs2ePSb2YmBjcvHlT3D777LOa6E6dolQqsWXLFrRq1QpNmjQp8fzly5cxdOhQDB48GCdPnsSrr76KN99806SOt7c3fv31V/z9999lHmfFihVYtmwZli5dilOnTiE6OhrPPvssLly4UKl47ezsMHXqVPz99984evRoqXUMBoN4mu+JJ554ZJtvv/02hg8fjlOnTqFfv3548cUXcefOHQDA9evX0a9fP3Tu3BknT57E6tWrsWHDBixcuNCkjZSUFDRo0ACHDx/GkiVL8M4772Dv3r0mcX/wwQc4c+YMUlJS8MMPP2DmzJni84cPH8bYsWMxadIknDhxAr169SpxDCKyjAdH612aulRokzaRQqlR1tgcT6oZVk+Ali9fjnHjxiEuLg7BwcFYs2YNnJ2dsXHjxlLr9+zZE0OGDEHbtm0RGBiIqVOnomPHjvj5559N6j040uHt7Y3GjRvXRHdqvZ07d0KhUEChUMDFxQU7duxAamoq7OxKvhXWrl2LNm3a4P3330ebNm0wcuRIxMbGmtRJSEhAo0aN4O/vjzZt2iA2Nhaff/45jEajWGfp0qV44403MHLkSLRp0waLFy9GSEgIkpKSKh1/UFAQgPvzhIrl5eWJfZJKpRg/fjzWrVuHwMDAR7YXGxuLUaNGoVWrVnj33XehVCrFEchVq1bBz88PK1euRFBQEAYPHoy3334by5YtM+lfx44dkZCQgNatW2P06NEICwtDWlqa+Py0adPQq1cv+Pv74+mnn8bChQvx+eefi8+vWLECMTExmDlzJh577DFMmTIF0dHRlX5tiKjiKjNaX93TGsg6rJoAabVaHD16FFFRUWKZnZ0doqKikJ6e/sj9BUFAWloazp07h+7du5s8d+DAAXh6eqJNmzYYP348cnNzLR5/XdSrVy+cOHECJ06cQEZGBqKjo9G3b99SR3DOnTuHzp07m5SFh4ebPPbx8UF6ejp+//13TJ06FXq9HmPGjEFMTAyMRiPy8/Nx48YNdOnSxWS/Ll264OzZs5WOXxAEAPdPXxVzcXER+3T8+HG8++67eO211/DNN98AAN59910xQVIoFMjMzBT37dixo/j/Bg0awNXVVRx9PHv2LCIjI02O1aVLFyiVSly7dq3UNopfkwdHMPft24fevXujadOmcHFxwcsvv4zc3FyoVCrxOBERESZtREZGVvq1ISKiirPqrK7bt2/DYDDAy8vLpNzLywt//vlnmfvl5eWhadOm0Gg0sLe3x6pVq/DMM8+Iz8fExOC5555DQEAALl26hDlz5qBv375IT0+Hvb19ifY0Gg00Go34OD8/3wK9q50aNGiAVq1aiY/Xr1+Phg0b4uOPP8a///1vs9tt37492rdvjwkTJuC1115Dt27dcPDgQYSGhloibFFx0vTgKjE7OzuTPnXs2BHff/89Fi9ejIEDB+K1117D8OHDxed9fX3F/zs6Opq0L5FITEZ3KqK8Nq5cuYIBAwZg/PjxWLRoEdzc3PDzzz9j7Nix0Gq1cHZ2rtSxiIjIMurktPbiv/iVSiXS0tIQHx+Pli1bomfPngCAkSNHinU7dOiAjh07IjAwEAcOHDBZPVQsMTERb7/9dk2FX6tIJBLY2dmhqKioxHNt2rTBrl27TMp+++23R7YZHBwMACgsLISrqyt8fX1x6NAh9OjRQ6xz6NChEqNJj2I0GvHBBx8gICAAjz/+eLl17e3txT65ubnBzc2tUscCgLZt2+KLL76AIAjiKNChQ4fg4uKCZs2aVaiNo0ePwmg0YtmyZeJpxgdPfxUf5/DhwyZlv/76a6XjJSKiirNqAuTu7g57e3tkZ2eblGdnZ5e7HPvBv/hDQkJw9uxZJCYmignQw1q2bAl3d3dcvHix1ARo9uzZiI+PFx/n5+fDz8/PjB7VfhqNBllZWQCAu3fvYuXKlVAqlRg4cGCJuq+++iqWL1+ON954A2PHjsWJEyewadMmAP+cgho/fjx8fX3x9NNPo1mzZrh58yYWLlwIDw8P8TTOjBkzkJCQgMDAQISEhCA5ORknTpzAp59+Wm6subm5yMrKgkqlwunTp5GUlISMjAx8++23JiN5giCIfSoqKsLevXuxZ88ezJs3r0qv1YQJE5CUlITJkydj0qRJOHfuHBISEhAfH1/qnKnStGrVCjqdDh9++CEGDhyIQ4cOYc2aNSZ1pkyZgi5dumDp0qUYNGgQ9uzZU6FVckREZD6rJkBSqRShoaFIS0vD4MGDAdz/Kz8tLQ2TJk2qcDtGo9HkFNbDrl27htzcXPj4+JT6vEwmg0xmmUluGnXZcVhKVY6xe/du8XVwcXFBUFAQtm/fjp49e5pMLAbun2b673//i9dffx0rVqxAZGQk3nzzTYwfP158vaKiorBx40asXr0aubm5cHd3R2RkJNLS0sSVZVOmTEFeXh5ef/113Lp1C8HBweLy+vIUzw1zdnZGixYt0KtXL6xbt87kdBdwP2Et7pNMJkOLFi3wzjvv4I033jD7dQKApk2bYteuXZgxYwY6deoENzc3jB07FnPnzq1wG506dcLy5cuxePFizJ49G927d0diYiJGjx4t1nnyySfx8ccfIyEhAfPmzUNUVBTmzp2LBQsWVCl+IiIqm0QonlVqJampqRgzZgzWrl2L8PBwJCUl4fPPP8eff/4JLy8vjB49Gk2bNkViYiKA+6erwsLCEBgYCI1Gg127dmHWrFlYvXo1/v3vf0OpVOLtt9/G888/D29vb1y6dAkzZ85EQUEBfv/99wolOvn5+WjYsCHy8vLg6upq8pxarcbly5cREBAAuVwulteFK0FbwqJFi7BmzRpcvXq1Ro9razZt2oRp06aJ11t6WFnvQyIqn0qlwo9HfoRLUxfInSr22VEXqVFwvQBhwWE48scRs/btHtadc/5qQHnf3w+z+hygESNGICcnB/PmzUNWVpZ4kbziidGZmZkmpxsKCwsxYcIEXLt2DU5OTggKCsKWLVswYsQIAPfnfpw6dQopKSm4d+8efH190adPHyxYsMBiozylkUqlCH88vE7fC6w0q1atQufOndGkSRMcOnQI77//fqVG54iIiGojqydAADBp0qQyv1QPHDhg8njhwoXlXiTOycmpxEURa4pUKq3xEZnqduHCBSxcuBB37txB8+bN8frrr5t9jy8iIqLaolYkQFR7/ec//8F//vMfa4dhc2JjY0tcdJKIiCzH6leCJiIiIqppTIDMZOW542Tj+P4jIqoaJkCVVHzV3+LbGBBZQ/H77+GrUBMRUcVwDlAl2dvbo1GjRuK9npydnU3uFUVUnQRBgEqlwq1bt9CoUaNSb+1CRESPxgTIDMVXqX7whpdENalRo0blXi2diIjKxwTIDBKJBD4+PvD09IROp7N2OGRjHB0dOfJDRFRFTICqwN7enl9EREREdRAnQRMREZHNYQJERERENocJEBEREdkcJkBERERkc5gAERERkc1hAkREREQ2hwkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcJkBERERkc5gAERERkc1hAkREREQ2hwkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcJkBERERkc2pFAvTRRx/B398fcrkcERERyMjIKLPul19+ibCwMDRq1AgNGjRASEgIPvnkE5M6giBg3rx58PHxgZOTE6KionDhwoXq7gYRERHVEVZPgFJTUxEfH4+EhAQcO3YMnTp1QnR0NG7dulVqfTc3N7z55ptIT0/HqVOnEBcXh7i4OOzZs0ess2TJEnzwwQdYs2YNDh8+jAYNGiA6OhpqtbqmukVERES1mNUToOXLl2PcuHGIi4tDcHAw1qxZA2dnZ2zcuLHU+j179sSQIUPQtm1bBAYGYurUqejYsSN+/vlnAPdHf5KSkjB37lwMGjQIHTt2xObNm3Hjxg18/fXXNdgzIiIiqq2smgBptVocPXoUUVFRYpmdnR2ioqKQnp7+yP0FQUBaWhrOnTuH7t27AwAuX76MrKwskzYbNmyIiIiIMtvUaDTIz8832YiIiKj+crDmwW/fvg2DwQAvLy+Tci8vL/z5559l7peXl4emTZtCo9HA3t4eq1atwjPPPAMAyMrKEtt4uM3i5x6WmJiIt99+uypdISIiKpdWq4Ver6/UPg4ODpBKpdUUkW2zagJkLhcXF5w4cQJKpRJpaWmIj49Hy5Yt0bNnT7Pamz17NuLj48XH+fn58PPzs1C0RERk67RaLY79fgxKjbJS+ylkCoQ/Hs4kqBpYNQFyd3eHvb09srOzTcqzs7Ph7e1d5n52dnZo1aoVACAkJARnz55FYmIievbsKe6XnZ0NHx8fkzZDQkJKbU8mk0Emk1WxN0RERKXT6/VQapSQNpFCJq/Y941GrYEyVwm9Xs8EqBpYdQ6QVCpFaGgo0tLSxDKj0Yi0tDRERkZWuB2j0QiNRgMACAgIgLe3t0mb+fn5OHz4cKXaJCIisjSZXAa5k7xCW0UTJTKP1U+BxcfHY8yYMQgLC0N4eDiSkpJQWFiIuLg4AMDo0aPRtGlTJCYmArg/XycsLAyBgYHQaDTYtWsXPvnkE6xevRoAIJFIMG3aNCxcuBCtW7dGQEAA3nrrLfj6+mLw4MHW6iYRERHVIlZPgEaMGIGcnBzMmzcPWVlZCAkJwe7du8VJzJmZmbCz+2egqrCwEBMmTMC1a9fg5OSEoKAgbNmyBSNGjBDrzJw5E4WFhXjllVdw7949dO3aFbt374ZcLq/x/hEREVHtIxEEQbB2ELVNfn4+GjZsiLy8PLi6ulo7HCIishCVSoUfj/wIl6YukDtV7I9idZEaBdcLEBYchiN/HKnxfbuHdYezs3OF9rF1lfn+tvqFEImIiIhqGhMgIiIisjlMgIiIiMjmMAEiIiIim8MEiIiIiGwOEyAiIiKyOUyAiIiIyOYwASIiIiKbwwSIiIiIbA4TICIiIrI5TICIiIjI5jABIiIiIpvDBIiIiIhsDhMgIiIisjlMgIiIiMjmMAEiIiIim8MEiIiIiGwOEyAiIiKyOUyAiIiIyOYwASIiIiKbwwSIiIiIbA4TICIiIrI5TICIiIjI5jhYOwAiIqLK0mq10Ov1ldrHwYFfefQPvhuIiKhO0Wq1yDieAaVGWan9FDIF2rdpX01RUV3DBIiIiOoUvV4PpUYJaRMpZHJZhfbRqDVQ5iorPWpE9RcTICIiqpNkchnkTvIK19dCW43RUF3DSdBERERkc5gAERERkc1hAkREREQ2hwkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHNqRQL00Ucfwd/fH3K5HBEREcjIyCiz7scff4xu3bqhcePGaNy4MaKiokrUj42NhUQiMdliYmKquxtERERUR1g9AUpNTUV8fDwSEhJw7NgxdOrUCdHR0bh161ap9Q8cOIBRo0Zh//79SE9Ph5+fH/r06YPr16+b1IuJicHNmzfF7bPPPquJ7hAREVEdYPUEaPny5Rg3bhzi4uIQHByMNWvWwNnZGRs3biy1/qeffooJEyYgJCQEQUFBWL9+PYxGI9LS0kzqyWQyeHt7i1vjxo1rojtERERUB1g1AdJqtTh69CiioqLEMjs7O0RFRSE9Pb1CbahUKuh0Ori5uZmUHzhwAJ6enmjTpg3Gjx+P3NzcMtvQaDTIz8832YiIiKj+smoCdPv2bRgMBnh5eZmUe3l5ISsrq0JtvPHGG/D19TVJomJiYrB582akpaVh8eLFOHjwIPr27QuDwVBqG4mJiWjYsKG4+fn5md8pIiIiqvUcrB1AVbz33nvYtm0bDhw4ALlcLpaPHDlS/H+HDh3QsWNHBAYG4sCBA+jdu3eJdmbPno34+HjxcX5+PpMgIiKiesyqI0Du7u6wt7dHdna2SXl2dja8vb3L3Xfp0qV477338P3336Njx47l1m3ZsiXc3d1x8eLFUp+XyWRwdXU12YiIiKj+smoCJJVKERoaajKBuXhCc2RkZJn7LVmyBAsWLMDu3bsRFhb2yONcu3YNubm58PHxsUjcREREVLdZfRVYfHw8Pv74Y6SkpODs2bMYP348CgsLERcXBwAYPXo0Zs+eLdZfvHgx3nrrLWzcuBH+/v7IyspCVlYWlEolAECpVGLGjBn49ddfceXKFaSlpWHQoEFo1aoVoqOjrdJHIiIiql2sPgdoxIgRyMnJwbx585CVlYWQkBDs3r1bnBidmZkJO7t/8rTVq1dDq9Vi6NChJu0kJCRg/vz5sLe3x6lTp5CSkoJ79+7B19cXffr0wYIFCyCTyWq0b0RERFQ7WT0BAoBJkyZh0qRJpT534MABk8dXrlwpty0nJyfs2bPHQpERERFRfWT1U2BERERENY0JEBEREdkcJkBERERkc5gAERERkc1hAkREREQ2hwkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHLMSoL/++svScRARERHVGLMSoFatWqFXr17YsmUL1Gq1pWMiIiIiqlZmJUDHjh1Dx44dER8fD29vb7z66qvIyMiwdGxERERE1cKsBCgkJAQrVqzAjRs3sHHjRty8eRNdu3ZF+/btsXz5cuTk5Fg6TiIiIiKLqdIkaAcHBzz33HPYvn07Fi9ejIsXL2L69Onw8/PD6NGjcfPmTUvFSURERGQxVUqAjhw5ggkTJsDHxwfLly/H9OnTcenSJezduxc3btzAoEGDLBUnERERkcU4mLPT8uXLkZycjHPnzqFfv37YvHkz+vXrBzu7+/lUQEAANm3aBH9/f0vGSkRERGQRZiVAq1evxr/+9S/ExsbCx8en1Dqenp7YsGFDlYIjIiIiqg5mJUAXLlx4ZB2pVIoxY8aY0zwRERFRtTJrDlBycjK2b99eonz79u1ISUmpclBERERE1cmsBCgxMRHu7u4lyj09PfHuu+9WOSgiIiKi6mRWApSZmYmAgIAS5S1atEBmZmaVgyIiIiKqTmYlQJ6enjh16lSJ8pMnT6JJkyZVDoqIiIioOpmVAI0aNQpTpkzB/v37YTAYYDAY8MMPP2Dq1KkYOXKkpWMkIiIisiizVoEtWLAAV65cQe/eveHgcL8Jo9GI0aNHcw4QERER1XpmJUBSqRSpqalYsGABTp48CScnJ3To0AEtWrSwdHxEREREFmdWAlTssccew2OPPWapWIiIiIhqhFkJkMFgwKZNm5CWloZbt27BaDSaPP/DDz9YJDgiIiKi6mBWAjR16lRs2rQJ/fv3R/v27SGRSCwdFxEREVG1MSsB2rZtGz7//HP069fP0vEQERERVTuzlsFLpVK0atXK0rEQERER1QizEqDXX38dK1asgCAIlo6HiIiIqNqZdQrs559/xv79+/Hdd9+hXbt2cHR0NHn+yy+/tEhwRERERNXBrASoUaNGGDJkiKVjISIiIqoRZiVAycnJlo6DiIiIqMaYNQcIAPR6Pfbt24e1a9eioKAAAHDjxg0olUqLBUdERERUHcxKgP7++2906NABgwYNwsSJE5GTkwMAWLx4MaZPn17p9j766CP4+/tDLpcjIiICGRkZZdb9+OOP0a1bNzRu3BiNGzdGVFRUifqCIGDevHnw8fGBk5MToqKicOHChUrHRURERPWTWQnQ1KlTERYWhrt378LJyUksHzJkCNLS0irVVmpqKuLj45GQkIBjx46hU6dOiI6Oxq1bt0qtf+DAAYwaNQr79+9Heno6/Pz80KdPH1y/fl2ss2TJEnzwwQdYs2YNDh8+jAYNGiA6Ohpqtdqc7hIREVE9Y1YC9NNPP2Hu3LmQSqUm5f7+/iaJSEUsX74c48aNQ1xcHIKDg7FmzRo4Oztj48aNpdb/9NNPMWHCBISEhCAoKAjr16+H0WgUEy9BEJCUlIS5c+di0KBB6NixIzZv3owbN27g66+/Nqe7REREVM+YlQAZjUYYDIYS5deuXYOLi0uF29FqtTh69CiioqL+CcjODlFRUUhPT69QGyqVCjqdDm5ubgCAy5cvIysry6TNhg0bIiIiosw2NRoN8vPzTTYiIiKqv8xKgPr06YOkpCTxsUQigVKpREJCQqVuj3H79m0YDAZ4eXmZlHt5eSErK6tCbbzxxhvw9fUVE57i/SrTZmJiIho2bChufn5+Fe4DERER1T1mJUDLli3DoUOHEBwcDLVajRdeeEE8/bV48WJLx1im9957D9u2bcNXX30FuVxudjuzZ89GXl6euF29etWCURIREVFtY9Z1gJo1a4aTJ09i27ZtOHXqFJRKJcaOHYsXX3zRZFL0o7i7u8Pe3h7Z2dkm5dnZ2fD29i5336VLl+K9997Dvn370LFjR7G8eL/s7Gz4+PiYtBkSElJqWzKZDDKZrMJxExERUd1mVgIEAA4ODnjppZeqdHCpVIrQ0FCkpaVh8ODBACBOaJ40aVKZ+y1ZsgSLFi3Cnj17EBYWZvJcQEAAvL29kZaWJiY8+fn5OHz4MMaPH1+leImIiKh+MCsB2rx5c7nPjx49usJtxcfHY8yYMQgLC0N4eDiSkpJQWFiIuLg4sa2mTZsiMTERwP1rDc2bNw9bt26Fv7+/OK9HoVBAoVBAIpFg2rRpWLhwIVq3bo2AgAC89dZb8PX1FZMsIiIism1mJUBTp041eazT6aBSqSCVSuHs7FypBGjEiBHIycnBvHnzkJWVhZCQEOzevVucxJyZmQk7u3+mKq1evRparRZDhw41aSchIQHz588HAMycOROFhYV45ZVXcO/ePXTt2hW7d++u0jwhIiIiqj/MSoDu3r1bouzChQsYP348ZsyYUen2Jk2aVOYprwMHDpg8vnLlyiPbk0gkeOedd/DOO+9UOhYiIiKq/8y+F9jDWrdujffee6/E6BARERFRbWP2JOhSG3NwwI0bNyzZJBER1VJarRZ6vb5KbTg4OJS4qwCVZM5rzde2fGYlQDt27DB5LAgCbt68iZUrV6JLly4WCYyIiGovrVaLjIwzUCqNVWpHobBDeHg7flGXQ6vV4tjvx6DUKCu1n0KmQPjj4Xxty2BWAvTwaiqJRAIPDw88/fTTWLZsmSXiIiKiWkyv10OpNEIqDYBMZt4CE41GDaXyMvR6Pb+ky6HX66HUKCFtIoVMXrFr1mnUGihzlXxty2FWAmQ0Vi3jJyKi+kEmk0MudzZ7f63WgsHUczK5DHKniiebWvDFLY/FJkETERER1RVmjQDFx8dXuO7y5cvNOQQRERFRtTErATp+/DiOHz8OnU6HNm3aAADOnz8Pe3t7PPHEE2I9iURimSiJiIiILMisBGjgwIFwcXFBSkoKGjduDOD+xRHj4uLQrVs3vP766xYNkoiIiMiSzEqAli1bhu+//15MfgCgcePGWLhwIfr06cMEiIiIHkmn00KtVkOlUlV4HwcHi16+jmyYWe+k/Px85OTklCjPyclBQUFBlYMiIqL6TafT4uzFI8jNPwtJg9uQySq2vFshU6B9m/bVHB3ZArMSoCFDhiAuLg7Lli1DeHg4AODw4cOYMWMGnnvuOYsGSERE9Y/BoIdKXwgHN0cofBUVuln1g9e2IaoqsxKgNWvWYPr06XjhhReg0+nuN+TggLFjx+L999+3aIBERFR/OUodIXeSw97eHgaDody6AgRoNBqoVCpoNBo4qh2B/7/Wxt7eHo6OjjUQMdUXZiVAzs7OWLVqFd5//31cunQJABAYGIgGDRpYNDgiIqr/dDod/vzzClRFQrn1tBoNirJUUN9R4ML1TDjlOEP6/0+dOTtJ0K5dIJMgqrAqzSa7efMmbt68ie7du8PJyQmCIHDpOxERVYrBYICqSICjgy8cpWXPBbK3UwPOSigUreHkrISTkwIyuRw6rQaqohswGAxMgKjCzEqAcnNzMXz4cOzfvx8SiQQXLlxAy5YtMXbsWDRu3Jj3AyMiokpzlMogk5YzF8gIGBx1kMudIXW8X7e4vo7TgqiSzLoVxv/93//B0dERmZmZcHb+5x4wI0aMwO7duy0WHBEREVF1MGsE6Pvvv8eePXvQrFkzk/LWrVvj77//tkhgRERERNXFrBGgwsJCk5GfYnfu3KnwtRyIiIiIrMWsBKhbt27YvHmz+FgikcBoNGLJkiXo1auXxYIjIiIiqg5mnQJbsmQJevfujSNHjkCr1WLmzJk4c+YM7ty5g0OHDlk6RiIiIiKLMmsEqH379jh//jy6du2KQYMGobCwEM899xyOHz+OwMBAS8dIREREZFGVHgHS6XSIiYnBmjVr8Oabb1ZHTERERETVqtIjQI6Ojjh16lR1xEJERERUI8w6BfbSSy9hw4YNlo6FiIiIqEaYNQlar9dj48aN2LdvH0JDQ0vcA2z58uUWCY6IiIioOlQqAfrrr7/g7++P06dP44knngAAnD9/3qQO7wVGREREtV2lEqDWrVvj5s2b2L9/P4D7t7744IMP4OXlVS3BEREREVWHSs0BEgTB5PF3332HwsJCiwZEREREVN3MmgNU7OGEiIiIaj+tVgu9vmq3T9dqtRaKhsg6KpUASSSSEnN8OOeHiKju0Gq1yMg4A6XSWKV2HBw00OnMWkhMVCtUKgESBAGxsbHiDU/VajVee+21EqvAvvzyS8tFSEREFqPX66FUGiGVBkAmk5vVhkajRn7+WUgkBgtHR1RzKpUAjRkzxuTxSy+9ZNFgiIioZshkcsjlztYOg8hqKpUAJScnV1ccREREVabT6WAwlByZUqvV0Gg0UKlU0Gg0cFQ7AqXM4LC3t4ejo2MNRErWVqVJ0ERERLWFTqfDn39egaqo5AIdrUaDoiwV1HcUuHA9E045zpD+/+kcD3J2kqBdu0AmQTaACRAREdULBoMBqiIBjg6+cJSaJjf2dmrAWQmFojWcnJVwclJAJjedA6XTaqAqugGDwcAEyAZYfQr/Rx99BH9/f8jlckRERCAjI6PMumfOnMHzzz8Pf39/SCQSJCUllagzf/58cbVa8RYUFFSNPSAiotrEUSqDTCovsUkdZZDLnSF1LP35h5Mmqt+smgClpqYiPj4eCQkJOHbsGDp16oTo6GjcunWr1PoqlQotW7bEe++9B29v7zLbbdeuHW7evCluP//8c3V1gYiIiOogqyZAy5cvx7hx4xAXF4fg4GCsWbMGzs7O2LhxY6n1O3fujPfffx8jR44Ul+KXxsHBAd7e3uLm7u5eXV0gIiKiOshqCZBWq8XRo0cRFRX1TzB2doiKikJ6enqV2r5w4QJ8fX3RsmVLvPjii8jMzCy3vkajQX5+vslGRERE9ZfVEqDbt2/DYDCUuJGql5cXsrKyzG43IiICmzZtwu7du7F69WpcvnwZ3bp1Q0FBQZn7JCYmomHDhuLm5+dn9vGJiIio9rP6JGhL69u3L4YNG4aOHTsiOjoau3btwr179/D555+Xuc/s2bORl5cnblevXq3BiImIiKimWW0ZvLu7O+zt7ZGdnW1Snp2dXe4E58pq1KgRHnvsMVy8eLHMOjKZrNw5RURERFS/WG0ESCqVIjQ0FGlpaWKZ0WhEWloaIiMjLXYcpVKJS5cuwcfHx2JtEhERUd1m1QshxsfHY8yYMQgLC0N4eDiSkpJQWFiIuLg4AMDo0aPRtGlTJCYmArg/cfqPP/4Q/3/9+nWcOHECCoUCrVq1AgBMnz4dAwcORIsWLXDjxg0kJCTA3t4eo0aNsk4niYiIqNaxagI0YsQI5OTkYN68ecjKykJISAh2794tTozOzMyEnd0/g1Q3btzA448/Lj5eunQpli5dih49euDAgQMAgGvXrmHUqFHIzc2Fh4cHunbtil9//RUeHh412jciIiKqvax+K4xJkyZh0qRJpT5XnNQU8/f3hyCUvMfLg7Zt22ap0IiIiKieqnerwIiIiIgehQkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcq98Kg4iIKkar1UKv11e5DSJiAkREVCdotVpkZJyBUmmsUjsODhrodBz8J2ICRERUB+j1eiiVRkilAZDJ5Ga1odGokZ9/FhKJwcLREdU9TICIiOoQmUwOudzZ2mEQ1XkcByUiIiKbwxEgIiIym05X+UnV9vb86iHr47uQiIjMotPpcPbiEegllVuZ5uSoQKvm7aspKqKKYQJERERmMRoNUOkL0cDLBY5SWYX20Wk1KLqjhMFQteX8RFXFBIiIiKrEUSqDTF7xlWk68FpEZH1MgIiIiB6i0+lgMNy/XIBarYZGo4FKpYJGo4Gj2hGQlL+/vb09HB0dayBSMhcTICIiogfodDr8+ecVqIoEAIBWo0FRlgrqOwpcuJ4JpxxnSGXln/JzdpKgXbvAmgiXzMQEiIiI6AEGgwGqIgGODr5wlMpgb6cGnJVQKFrDyVkJJydFuaf8dFoNVEU3xBEkqp2YABEREZXCUSqDTCoHjIDBUQe53BlSx/tlMmn5c550nONd6/FCiERERGRzmAARERGRzeEpMCKiaqbVaqHXm39OxMGBv6qJLI2fKiKiaqTVapGRcQZKpdHsNhQKO7RvH2DBqIiICRARUTXS6/VQKo2QSgMgk1X8YoHFNBo1lMrLVRpBIqKSmAAREdUAmUwOudzZrH21vHAykcVxEjQRERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcJkBERERkc5gAERERkc2xegL00Ucfwd/fH3K5HBEREcjIyCiz7pkzZ/D888/D398fEokESUlJVW6TiIiIbI9VE6DU1FTEx8cjISEBx44dQ6dOnRAdHY1bt26VWl+lUqFly5Z477334O3tbZE2iYiIyPZYNQFavnw5xo0bh7i4OAQHB2PNmjVwdnbGxo0bS63fuXNnvP/++xg5ciRkMplF2iQiIiLbY7UESKvV4ujRo4iKivonGDs7REVFIT09vUbb1Gg0yM/PN9mIiIio/rJaAnT79m0YDAZ4eXmZlHt5eSErK6tG20xMTETDhg3Fzc/Pz6zjExERUd1g9UnQtcHs2bORl5cnblevXrV2SERERFSNrHY3eHd3d9jb2yM7O9ukPDs7u8wJztXVpkwmK3NOEREREdU/VhsBkkqlCA0NRVpamlhmNBqRlpaGyMjIWtMmERER1T9WGwECgPj4eIwZMwZhYWEIDw9HUlISCgsLERcXBwAYPXo0mjZtisTERAD3Jzn/8ccf4v+vX7+OEydOQKFQoFWrVhVqk4iIiMiqCdCIESOQk5ODefPmISsrCyEhIdi9e7c4iTkzMxN2dv8MUt24cQOPP/64+Hjp0qVYunQpevTogQMHDlSoTSIiIiKrJkAAMGnSJEyaNKnU54qTmmL+/v4QBKFKbRIRERFxFRgRERHZHKuPABER1VZarRZ6vd7s/R0c+CuWqLbip5OIqBRarRYZGWegVBrNbkOhsEP79gEWjIqILIUJEBFRKfR6PZRKI6TSAMhk8krvr9GooVRertIIEtV9Op0OGo0GKpUKGo0GjmpHQFKxfdVqNXQ6ndiOWq2u1L7FxwXuj0ZKpVJzulBvMQEiIiqHTCaHXO5s1r5arYWDoTpFp9Phjz/+wp0rhVDfUeDC9Uw45ThDWsEL72o1GiBPjQ6BHXD+fCaQLa/UvkVZKgiF7pDL5VAo7BAe3o5J0AOYABEREVUDg8GAIrUABwcvKBSt4eSshJOTAjJ5xUYUBUMe8osuQaPRoKjICNcmPnB2blihfe3t1ICzEi4ubSCR2ImjkUyA/sEEiIiIqBo5SmWQy50hdZRBJpVDJq1YAqRxVJs8dvj/+1eIETA46sTRS45GlsRl8ERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcJkBERERkc5gAERERkc1hAkREREQ2h/cCIyKycTqdFgaDvsL11WoVdDpdNUZEVP2YABER2TCdTovT5zNQpFNWeB+tTgNtwQ009w2oxsiIqhcTICIiG2Yw6FGkU8LRTQpHqaxC+xgLBeTlqWA0Gqo5OqLqwwSIiIjgKJVBJpdXqK5Gq67maIiqHydBExERkc1hAkREREQ2h6fAiKje0Wq10OsrvqrpYQ4O/NVIVN/xU05E9YpWq0VGxhkolUaz21Ao7NC+PVc4EdVnTICIqF7R6/VQKo2QSgMgk1VsUu+DNBo1lMrLVRpBIqLajwkQEdVLMpkccrmzWftqtRYOhohqHU6CJiIiIpvDBIiIiIhsDhMgIiIisjlMgIiIiMjmMAEiIiIim8MEiIiIiGwOEyAiIiKyOUyAiIiIyObUigToo48+gr+/P+RyOSIiIpCRkVFu/e3btyMoKAhyuRwdOnTArl27TJ6PjY2FRCIx2WJiYqqzC0RERFSHWD0BSk1NRXx8PBISEnDs2DF06tQJ0dHRuHXrVqn1f/nlF4waNQpjx47F8ePHMXjwYAwePBinT582qRcTE4ObN2+K22effVYT3SEiIqI6wOoJ0PLlyzFu3DjExcUhODgYa9asgbOzMzZu3Fhq/RUrViAmJgYzZsxA27ZtsWDBAjzxxBNYuXKlST2ZTAZvb29xa9y4cU10h4iIiOoAqyZAWq0WR48eRVRUlFhmZ2eHqKgopKenl7pPenq6SX0AiI6OLlH/wIED8PT0RJs2bTB+/Hjk5uaWGYdGo0F+fr7JRkRERPWXVW+Gevv2bRgMBnh5eZmUe3l54c8//yx1n6ysrFLrZ2VliY9jYmLw3HPPISAgAJcuXcKcOXPQt29fpKenw97evkSbiYmJePvtty3QIyLbpNVqq3T3dAcHB0ilUgtGRERUvnp5N/iRI0eK/+/QoQM6duyIwMBAHDhwAL179y5Rf/bs2YiPjxcf5+fnw8/Pr0ZiJarrtFotMjLOQKk0mt2GQmGH8PB2TIKIqMZYNQFyd3eHvb09srOzTcqzs7Ph7e1d6j7e3t6Vqg8ALVu2hLu7Oy5evFhqAiSTySCTyczoARHp9XoolUZIpQGQyeSV3l+jUUOpvAy9Xs8EiIhqjFXnAEmlUoSGhiItLU0sMxqNSEtLQ2RkZKn7REZGmtQHgL1795ZZHwCuXbuG3Nxc+Pj4WCZwIipBJpNDLneu9GZO0kREVFVWPwUWHx+PMWPGICwsDOHh4UhKSkJhYSHi4uIAAKNHj0bTpk2RmJgIAJg6dSp69OiBZcuWoX///ti2bRuOHDmCdevWAQCUSiXefvttPP/88/D29salS5cwc+ZMtGrVCtHR0VbrJ1FtZIm5O0REdZHVf3uNGDECOTk5mDdvHrKyshASEoLdu3eLE50zMzNhZ/fPQNVTTz2FrVu3Yu7cuZgzZw5at26Nr7/+Gu3btwcA2Nvb49SpU0hJScG9e/fg6+uLPn36YMGCBTzNRfQAS83dad8+wIJREVF14oKFf1g9AQKASZMmYdKkSaU+d+DAgRJlw4YNw7Bhw0qt7+TkhD179lgyPKJ6yZJzdyyFI1Lm0+m0MBjKf+3UahU0GjUkkvv/L96PbINWq8WxY+e4YOH/s93fFkQE4J+5O+bQWvC701K/nG1xREqn0+L0+QwU6ZTl1tPqNMjLuwgJANc7SkgdZbAzOkBv1NVMoGRVXLBgigkQEdUKtXFEqq4wGPQo0inh6CaFo7TsU/32WkdoZU6ABHBqqIAdJCi8mQ/YSWowWrK22vJHj7UxASKiWoW/nM3nKJVBJi8nebQDpDIZIMH9euYPthHVeVa/FxgRERFRTWMCRERERDaHCRARERHZHCZAREREZHOYABEREZHN4SowojqmqhcLBGz7goFERAATIKI6xRK3rwBs94KBRETFmAAR1SFVvVggYNsXDCQiKsYEiKgOqsrFAgFeMJCIiJOgiYiIyOZwBIiIiKge0+m0UKvVUKlUUKvVcHRUPXIfe3sHODrW/RuelocJEBERUT2l02lx9uIR5OafhcbhGi78dQtOzrchdSz7prkA4OSoQPvHwut1EsQEiIiIqJ4yGPRQ6Qvh4OYIhY8CTvlKODkpIJOWvYhCp9Wg6I4SBoOeCRARERHVXY5SR8id5JDKZJDJ5eUmQACgQ/1fKcFJ0ERERGRzmAARERGRzWECRERERDaHCRARERHZHE6CJqohlriJqZaXcCYisggmQEQ1wFI3MXVw0ECn48BtfaXTaWEwmCbJarXqkRex0+mYGBNVFhMgohpgqZuY5uefhURisHB0VBvodFqcPp+BIp3SpFyr06BIlVnuRezsjA7QG3U1GS5RnccEiKgGVfUmplR/GQx6FOmUcHSTwlH6T4Jjr3UEipzLvIidTqtB4c18wE5ijbCJ6iwmQEREtYij9P6F6kR2gMEoq9RF7Ijo0TiZgIiIiGwOEyAiIiKyOUyAiIiIyOZwDhARkQUVL2WvyPL1h/cjoprDBIjoEXgBQ6qoB5eyV2T5+oO4lJ2oZjEBIioHL2BIlfHgUnZ7lL98/UFcyk5U85gAEZWDFzAkczhKZVy+TlTLMQEiqgBewJCIqH7hmDwRERHZnFqRAH300Ufw9/eHXC5HREQEMjIyyq2/fft2BAUFQS6Xo0OHDti1a5fJ84IgYN68efDx8YGTkxOioqJw4cKF6uwC1UJarRYqlcrsjROXbZdOpxNXb91fzVWxjSu5iOoOq58CS01NRXx8PNasWYOIiAgkJSUhOjoa586dg6enZ4n6v/zyC0aNGoXExEQMGDAAW7duxeDBg3Hs2DG0b98eALBkyRJ88MEHSElJQUBAAN566y1ER0fjjz/+gFzOc/C2wBKTlxUKO7RvH2DBqKgu0Om0OHf5NFSSvyu0eutBXMlFtqKqq2MdHBwglUotGJEZMVj16ACWL1+OcePGIS4uDgCwZs0afPvtt9i4cSNmzZpVov6KFSsQExODGTNmAAAWLFiAvXv3YuXKlVizZg0EQUBSUhLmzp2LQYMGAQA2b94MLy8vfP311xg5cmTNdY6spqqTlzUaNZTKy1Ve/k7WY+5ojFqtglpfBKlbEzh5O5e7esvkeFzJRTZCq9Xi2LFzVf4DMzy8nVWTIKsmQFqtFkePHsXs2bPFMjs7O0RFRSE9Pb3UfdLT0xEfH29SFh0dja+//hoAcPnyZWRlZSEqKkp8vmHDhoiIiEB6enqtSIAslTnXtnYsxRLxFKvK5OXyzoAVX+yuItRqFTQaNSSS+/vVxcnUpfW3Ihf6s7e//7Mo77Uqq52K7FtWOyqVCpevHYFeUvn3kVGth16vh1Qm5eotolJY8g9Mm02Abt++DYPBAC8vL5NyLy8v/Pnnn6Xuk5WVVWr9rKws8fnisrLqPEyj0UCj0YiP8/LyAAD5+fmV6E3F3E/6zlY5c+7QIRC//36p1rTTsWMr6PX6SicuxcmKXq+Hg4MDBEHA8ePnUFgoVGrfBzVoIEFQUHPcuZMLpfJvSEv58ipr32JarRpabS6ys+Ul2hEEAZcyf0eRvvwr+xbT6TQoKroOCYDGV+8gqFUoJJLKjxIYDAYUFOTBaNRDpyu9X2V5sL/l9a00ZfVXp9NAr7+Fu1oPXLqYAweHC3B86FSRI+7/ctOh7GyyrHYqsm9Z7Vw+nwvBvhHk7g3ERKoiDAY9Cu8WwGBQ4d6de8i/ew9FBTdh7/joX9J6nQ4qZQEgCNDL9ZBAgE5/D3dyZI9s5+F9HRwd/4lJpy23nfL2LdE/nRaFqnuABDBobkKApML7PkitUkKjVqOoSIWC/ELocyq+r16ngz5fizt3slGQfxcQ8nEn506FXusH983PvwuVfSEcHB0f+RqVt+/Dr09p7VRk37LaKcjLBwrsK7zvg9QqJdTqIiiV9/+9ezsbRarCCu1ridc5NzcbcrmTWK7RqKHVKlFQUIDCQiV0unzo9ZUfaS1uJz8/3+Kj7MXf24JQge8Qix65jkpMTMTbb79dotzPz88K0RAREf1j0ZvWjqDuKSgoQMOGDcutY9UEyN3dHfb29sjOzjYpz87Ohre3d6n7eHt7l1u/+N/s7Gz4+PiY1AkJCSm1zdmzZ5ucVjMajbhz5w6aNGli1l/qtV1+fj78/Pxw9epVuLq6WjucamVLfQVsq7/sa/3EvtZPNdVXQRBQUFAAX1/fR9a1agIklUoRGhqKtLQ0DB48GMD95CMtLQ2TJk0qdZ/IyEikpaVh2rRpYtnevXsRGRkJAAgICIC3tzfS0tLEhCc/Px+HDx/G+PHjS21TJpNBJjMdum/UqFGV+lYXuLq61vsPXTFb6itgW/1lX+sn9rV+qom+Pmrkp5jVT4HFx8djzJgxCAsLQ3h4OJKSklBYWCiuChs9ejSaNm2KxMREAMDUqVPRo0cPLFu2DP3798e2bdtw5MgRrFu3DgAgkUgwbdo0LFy4EK1btxaXwfv6+opJFhEREdk2qydAI0aMQE5ODubNm4esrCyEhIRg9+7d4iTmzMxM2Nn9c73Gp556Clu3bsXcuXMxZ84ctG7dGl9//bV4DSAAmDlzJgoLC/HKK6/g3r176Nq1K3bv3s1rABERERGAWpAAAcCkSZPKPOV14MCBEmXDhg3DsGHDymxPIpHgnXfewTvvvGOpEOsVmUyGhISEEqf96iNb6itgW/1lX+sn9rV+qo19lQgVWStGREREVI/UinuBEREREdUkJkBERERkc5gAERERkc1hAkREREQ2hwmQjVm0aBGeeuopODs7l3qxx5MnT2LUqFHw8/ODk5MT2rZtixUrVtR8oBbwqL4C9y+z0L9/fzg7O8PT0xMzZsyoN3eAP3/+PAYNGgR3d3e4urqia9eu2L9/v7XDqjbffvstIiIi4OTkhMaNG9f7635pNBqEhIRAIpHgxIkT1g7H4q5cuYKxY8ciICAATk5OCAwMREJCArTl3aW4jvnoo4/g7+8PuVyOiIgIZGRkWDski0tMTETnzp3h4uICT09PDB48GOfOnbN2WACYANkcrVaLYcOGlXlV7KNHj8LT0xNbtmzBmTNn8Oabb2L27NlYuXJlDUdadY/qq8FgQP/+/aHVavHLL78gJSUFmzZtwrx582o40uoxYMAA6PV6/PDDDzh69Cg6deqEAQMGlHlT4Lrsiy++wMsvv4y4uDicPHkShw4dwgsvvGDtsKrVzJkzK3S5/7rqzz//hNFoxNq1a3HmzBn85z//wZo1azBnzhxrh2YRqampiI+PR0JCAo4dO4ZOnTohOjoat27dsnZoFnXw4EFMnDgRv/76K/bu3QudToc+ffqgsLBiN3WtVgLZpOTkZKFhw4YVqjthwgShV69e1RtQNSqrr7t27RLs7OyErKwssWz16tWCq6uroNFoajBCy8vJyREACD/++KNYlp+fLwAQ9u7da8XILE+n0wlNmzYV1q9fb+1QasyuXbuEoKAg4cyZMwIA4fjx49YOqUYsWbJECAgIsHYYFhEeHi5MnDhRfGwwGARfX18hMTHRilFVv1u3bgkAhIMHD1o7FIEjQPRIeXl5cHNzs3YYFpeeno4OHTqIVx0HgOjoaOTn5+PMmTNWjKzqmjRpgjZt2mDz5s0oLCyEXq/H2rVr4enpidDQUGuHZ1HHjh3D9evXYWdnh8cffxw+Pj7o27cvTp8+be3QqkV2djbGjRuHTz75BM7OztYOp0bVl99FWq0WR48eRVRUlFhmZ2eHqKgopKenWzGy6peXlwcAteLnyASIyvXLL78gNTUVr7zyirVDsbisrCyT5AeA+LiunyaSSCTYt28fjh8/DhcXF8jlcixfvhy7d+9G48aNrR2eRf31118AgPnz52Pu3LnYuXMnGjdujJ49e+LOnTtWjs6yBEFAbGwsXnvtNYSFhVk7nBp18eJFfPjhh3j11VetHUqV3b59GwaDodTfP3X9d095jEYjpk2bhi5dupjcvspamADVA7NmzYJEIil3+/PPPyvd7unTpzFo0CAkJCSgT58+1RB55VVXX+uKivZfEARMnDgRnp6e+Omnn5CRkYHBgwdj4MCBuHnzprW7USEV7avRaAQAvPnmm3j++ecRGhqK5ORkSCQSbN++3cq9qJiK9vXDDz9EQUEBZs+ebe2QzWbOZ/j69euIiYnBsGHDMG7cOCtFTlU1ceJEnD59Gtu2bbN2KABqyb3AqGpef/11xMbGllunZcuWlWrzjz/+QO/evfHKK69g7ty5VYjOsizZV29v7xKrLrKzs8XnaqOK9v+HH37Azp07cffuXbi6ugIAVq1ahb179yIlJQWzZs2qgWirpqJ9LU7ogoODxXKZTIaWLVsiMzOzOkO0mMr8XNPT00vcTyksLAwvvvgiUlJSqjFKy6jsZ/jGjRvo1asXnnrqKaxbt66ao6sZ7u7usLe3F3/fFMvOzq61v3uqatKkSdi5cyd+/PFHNGvWzNrhAGACVC94eHjAw8PDYu2dOXMGTz/9NMaMGYNFixZZrF1LsGRfIyMjsWjRIty6dQuenp4AgL1798LV1dXky7Q2qWj/VSoVgPvzCh5kZ2cnjpjUdhXta2hoKGQyGc6dO4euXbsCAHQ6Ha5cuYIWLVpUd5gWUdG+fvDBB1i4cKH4+MaNG4iOjkZqaioiIiKqM0SLqcxn+Pr16+jVq5c4qvfw+7mukkqlCA0NRVpamni5BqPRiLS0tDJvDF5XCYKAyZMn46uvvsKBAwcQEBBg7ZBETIBsTGZmJu7cuYPMzEwYDAbx+iGtWrWCQqHA6dOn8fTTTyM6Ohrx8fHi+Wh7e3uLJlk14VF97dOnD4KDg/Hyyy9jyZIlyMrKwty5czFx4sRadcdic0RGRqJx48YYM2YM5s2bBycnJ3z88ce4fPky+vfvb+3wLMrV1RWvvfYaEhIS4OfnhxYtWuD9998HAAwbNszK0VlW8+bNTR4rFAoAQGBgYK35q9pSrl+/jp49e6JFixZYunQpcnJyxOfqwyhJfHw8xowZg7CwMISHhyMpKQmFhYWIi4uzdmgWNXHiRGzduhX/+9//4OLiIn6nNGzYEE5OTtYNzsqr0KiGjRkzRgBQYtu/f78gCIKQkJBQ6vMtWrSwatzmeFRfBUEQrly5IvTt21dwcnIS3N3dhddff13Q6XTWC9qCfvvtN6FPnz6Cm5ub4OLiIjz55JPCrl27rB1WtdBqtcLrr78ueHp6Ci4uLkJUVJRw+vRpa4dV7S5fvlxvl8EnJyeX+vmtT19bH374odC8eXNBKpUK4eHhwq+//mrtkCyurJ9hcnKytUMTJIIgCDWTahERERHVDvXjhCoRERFRJTABIiIiIpvDBIiIiIhsDhMgIiIisjlMgIiIiMjmMAEiIiIim8MEiIiIiGwOEyAishk9e/bEtGnTrB0GEdUCTICIqE4YOHAgYmJiSn3up59+gkQiwalTp2o4KiKqq5gAEVGdMHbsWOzduxfXrl0r8VxycjLCwsLQsWNHK0RGRHUREyAiqhMGDBgADw8PbNq0yaRcqVRi+/btGDx4MEaNGoWmTZvC2dkZHTp0wGeffVZumxKJBF9//bVJWaNGjUyOcfXqVQwfPhyNGjWCm5sbBg0ahCtXrlimU0RkNUyAiKhOcHBwwOjRo7Fp0yY8eAvD7du3w2Aw4KWXXkJoaCi+/fZbnD59Gq+88gpefvllZGRkmH1MnU6H6OhouLi44KeffsKhQ4egUCgQExMDrVZriW4RkZUwASKiOuNf//oXLl26hIMHD4plycnJeP7559GiRQtMnz4dISEhaNmyJSZPnoyYmBh8/vnnZh8vNTUVRqMR69evR4cOHdC2bVskJycjMzMTBw4csECPiMhamAARUZ0RFBSEp556Chs3bgQAXLx4ET/99BPGjh0Lg8GABQsWoEOHDnBzc4NCocCePXuQmZlp9vFOnjyJixcvwsXFBQqFAgqFAm5ublCr1bh06ZKlukVEVuBg7QCIiCpj7NixmDx5Mj766CMkJycjMDAQPXr0wOLFi7FixQokJSWhQ4cOaNCgAaZNm1buqSqJRGJyOg24f9qrmFKpRGhoKD799NMS+3p4eFiuU0RU45gAEVGdMnz4cEydOhVbt27F5s2bMX78eEgkEhw6dAiDBg3CSy+9BAAwGo04f/48goODy2zLw8MDN2/eFB9fuHABKpVKfPzEE08gNTUVnp6ecHV1rb5OEVGN4ykwIqpTFAoFRowYgdmzZ+PmzZuIjY0FALRu3Rp79+7FL7/8grNnz+LVV19FdnZ2uW09/fTTWLlyJY4fP44jR47gtddeg6Ojo/j8iy++CHd3dwwaNAg//fQTLl++jAMHDmDKlCmlLscnorqDCRAR1Tljx47F3bt3ER0dDV9fXwDA3Llz8cQTTyA6Oho9e/aEt7c3Bg8eXG47y5Ytg5+fH7p164YXXngB06dPh7Ozs/i8s7MzfvzxRzRv3hzPPfcc2rZti7Fjx0KtVnNEiKiOkwgPnwAnIiIiquc4AkREREQ2hwkQERER2RwmQERERGRzmAARERGRzWECRERERDaHCRARERHZHCZAREREZHOYABEREZHNYQJERERENocJEBEREdkcJkBERERkc5gAERERkc35fyb6WHhP5qx8AAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Plot the histograms\n", - "plt.hist(df['AqSolDB'], bins=25, color='blue', alpha=0.2, density=True, label='AqSolDB', edgecolor='black', rwidth=0.9)\n", - "plt.hist(df['BigSolDB-nonaq'], bins=25, color='green', alpha=0.2, density=True, label='BigSolDB-nonaq', edgecolor='black', rwidth=0.9)\n", - "\n", - "# Add labels and title\n", - "plt.xlabel('Value')\n", - "plt.ylabel('Frequency')\n", - "plt.title('AqSolDB vs. BigSolDB-nonaq logS Distribution')\n", - "\n", - "# Show legend\n", - "plt.legend()\n", - "\n", - "# Show plot\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "fprop", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}

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