diff --git a/examples/ProjetoJupiter--Valetudo--2019/parameters.json b/examples/ProjetoJupiter--Valetudo--2019/parameters.json index f57c4e6..32877a7 100644 --- a/examples/ProjetoJupiter--Valetudo--2019/parameters.json +++ b/examples/ProjetoJupiter--Valetudo--2019/parameters.json @@ -42,7 +42,7 @@ "nozzle_radius": 0.01605, "position": 2.052896709219859, "throat_radius": 0.0107, - "thrust_source": "examples\\ProjetoJupiter--Valetudo--2019\\thrust_source.csv" + "thrust_source": "examples/ProjetoJupiter--Valetudo--2019/thrust_source.csv" }, "nosecones": { "base_radius": 0.04045000000000001, @@ -72,7 +72,7 @@ "rocket": { "center_of_mass_without_propellant": 1.4023, "coordinate_system_orientation": "nose_to_tail", - "drag_curve": "examples\\ProjetoJupiter--Valetudo--2019\\drag_curve.csv", + "drag_curve": "examples/ProjetoJupiter--Valetudo--2019/drag_curve.csv", "inertia": [ 0.01467, 0.01467, diff --git a/examples/ProjetoJupiter--Valetudo--2019/simulation.ipynb b/examples/ProjetoJupiter--Valetudo--2019/simulation.ipynb index a6f0efd..ec0a2a0 100644 --- a/examples/ProjetoJupiter--Valetudo--2019/simulation.ipynb +++ b/examples/ProjetoJupiter--Valetudo--2019/simulation.ipynb @@ -2,28 +2,37 @@ "cells": [ { "cell_type": "markdown", - "id": "b8c2d17d", + "id": "121cfafa", "metadata": {}, "source": [ "# RocketPy Simulation\n", "This notebook was generated using Rocket-Serializer, a RocketPy tool to convert simulation files to RocketPy simulations\n", - "The notebook was generated using the following parameters file: `examples\\ProjetoJupiter--Valetudo--2019\\parameters.json`\n" + "The notebook was generated using the following parameters file: `examples/ProjetoJupiter--Valetudo--2019/parameters.json`\n" ] }, { "cell_type": "code", - "execution_count": null, - "id": "7f46d607", + "execution_count": 23, + "id": "1a02ee31", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/bin/bash: line 1: =2.0: No such file or directory\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], "source": [ "%pip install rocketpy<=2.0" ] }, { "cell_type": "code", - "execution_count": null, - "id": "ff05e825", + "execution_count": 24, + "id": "20ba7738", "metadata": {}, "outputs": [], "source": [ @@ -44,7 +53,7 @@ }, { "cell_type": "markdown", - "id": "d66f7155", + "id": "a4e13ebd", "metadata": {}, "source": [ "## Environment\n" @@ -52,8 +61,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "fcfa6301", + "execution_count": 25, + "id": "7da57495", "metadata": {}, "outputs": [], "source": [ @@ -64,7 +73,7 @@ }, { "cell_type": "markdown", - "id": "18a81ab1", + "id": "70f3fd1e", "metadata": {}, "source": [ "Optionally, you can set the date and atmospheric model\n" @@ -72,8 +81,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "2fca28f1", + "execution_count": 26, + "id": "b8914b0d", "metadata": {}, "outputs": [], "source": [ @@ -84,17 +93,98 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "aee1e3d7", + "execution_count": 27, + "id": "bdfc2eb3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Gravity Details\n", + "\n", + "Acceleration of gravity at surface level: 9.7783 m/s²\n", + "Acceleration of gravity at 80.000 km (ASL): 9.5379 m/s²\n", + "\n", + "\n", + "Launch Site Details\n", + "\n", + "Launch Date: 2024-06-16 12:00:00 UTC\n", + "Launch Site Latitude: -23.36418°\n", + "Launch Site Longitude: -48.00000°\n", + "Reference Datum: SIRGAS2000\n", + "Launch Site UTM coordinates: 166021.44 W|E 0.00 N\n", + "Launch Site UTM zone: 31N\n", + "Launch Site Surface Elevation: 668.0 m\n", + "\n", + "\n", + "Atmospheric Model Details\n", + "\n", + "Atmospheric Model Type: standard_atmosphere\n", + "standard_atmosphere Maximum Height: 80.000 km\n", + "\n", + "\n", + "Surface Atmospheric Conditions\n", + "\n", + "Surface Wind Speed: 0.00 m/s\n", + "Surface Wind Direction: 0.00°\n", + "Surface Wind Heading: 0.00°\n", + "Surface Pressure: 935.54 hPa\n", + "Surface Temperature: 283.82 K\n", + "Surface Air Density: 1.148 kg/m³\n", + "Surface Speed of Sound: 337.55 m/s\n", + "\n", + "\n", + "Earth Model Details\n", + "\n", + "Earth Radius at Launch site: 6378.14 km\n", + "Semi-major Axis: 6378.14 km\n", + "Semi-minor Axis: 6356.75 km\n", + "Flattening: 0.0034\n", + "\n", + "\n", + "\n", + "Gravity Model Plots\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Atmospheric Model Plots\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "env.all_info()" ] }, { "cell_type": "markdown", - "id": "07e4852c", + "id": "0f95e492", "metadata": {}, "source": [ "## Motor\n", @@ -103,8 +193,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "fd1c55ce", + "execution_count": 28, + "id": "a8270299", "metadata": {}, "outputs": [], "source": [ @@ -131,17 +221,226 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "1e077a6b", + "execution_count": 29, + "id": "47370084", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Nozzle Details\n", + "Nozzle Radius: 0.01605 m\n", + "Nozzle Throat Radius: 0.0107 m\n", + "\n", + "Grain Details\n", + "Number of Grains: 1\n", + "Grain Spacing: 0 m\n", + "Grain Density: 1728.4572172886988 kg/m3\n", + "Grain Outer Radius: 0.0214 m\n", + "Grain Inner Radius: 0.0107 m\n", + "Grain Height: 0.756 m\n", + "Grain Volume: 0.001 m3\n", + "Grain Mass: 1.410 kg\n", + "\n", + "Motor Details\n", + "Total Burning Time: 5.2702 s\n", + "Total Propellant Mass: 1.410 kg\n", + "Average Propellant Exhaust Velocity: 1001.289 m/s\n", + "Average Thrust: 267.887 N\n", + "Maximum Thrust: 1067.7 N at 1.5103 s after ignition.\n", + "Total Impulse: 1411.818 Ns\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkgAAAHHCAYAAABEEKc/AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACEhElEQVR4nO3deVhTV/oH8G8SsrCDsi8CKnVXFJViddQWpW6VLozaTlXGajc7tczUqa1LXWZsbWvV2tba36h1po7WTms3pVLU2lbccKkbrigqhlUIawjJ/f0REo2AgiZcEr6f5+HRnHvuzXuPEV7OOfcciSAIAoiIiIjITCp2AEREREQtDRMkIiIiolswQSIiIiK6BRMkIiIiolswQSIiIiK6BRMkIiIiolswQSIiIiK6BRMkIiIiolswQSIiIiK6BRMkIrJ7BoMB3bt3xz/+8Q+xQ4FOp0NoaCg++ugjsUMx27VrFyQSCXbt2iV2KBbKysrg5+eHzz//vMnnFhYWwtXVFVu3brVBZERMkIhsbt26dZBIJBZffn5+GDp0KLZt2yZ2eHVcvHjRIlapVIo2bdpgxIgRSE9Pv+vrfvTRR1i3bp31Ar3Jf//7X1y+fBnTp083l93c7r/++mudcwRBQGhoKCQSCUaPHl3vdf/617+ia9eu5tfHjh3DE088gbCwMKhUKgQHB2PYsGH44IMPzHXkcjmSk5Pxj3/8A1VVVVa8S0uTJ0+u87mq72vy5Mk2i+FeLV++HO7u7hg/frxF+a+//ooRI0YgODgYKpUK7dq1w5gxY7BhwwZznbZt2+KZZ57BnDlzmjtsaiUk3IuNyLbWrVuHpKQkLFiwABERERAEAbm5uVi3bh1OnDiB7777rsEf0GK4ePEiIiIiMGHCBIwcORJ6vR5nzpzBRx99hMrKShw4cAA9evRo8nW7d+8OHx8fm/RiREVFISYmBp988om5zNTuKpUKSUlJdXp0du3ahaFDh0KpVCIuLg7ff/99net27twZY8aMwTvvvIM9e/Zg6NChaNeuHSZNmoSAgABcvnwZe/fuxfnz53Hu3DnzecXFxfD398fHH3+MP//5z1a/XwBIT0/H+fPnza+zsrIwd+5cTJs2DYMGDTKXd+jQATExMaiuroZCoYBU2jJ+L9bpdAgODsYrr7yCWbNmmcs3b96McePGISoqCuPHj4e3tzeysrKwe/duyOVy7Ny501z31KlT6Nq1K9LS0vDggw+KcRvkyAQisqm1a9cKAIQDBw5YlBcVFQlyuVx48sknrfZeZWVl93yNrKwsAYDwzjvvWJRv27ZNACA8//zzd3Xdbt26CYMHD77n+G516NAhAYDw008/WZSb2v2xxx4TfHx8BJ1OZ3F86tSpQnR0tBAWFiaMGjWqznXPnz8vABB27twpCIIgjBw5UvD19RWuX79ep25ubm6dstGjRwuDBg26+xtrogMHDggAhLVr1zbbe96Lr776SgAgnDt3zqK8a9euQrdu3QStVlvnnPrauXv37sLTTz9tszip9WoZv0oQtUJeXl5wdnaGk5OTuayhuSKmYa+bh6gmT54MNzc3nD9/HiNHjoS7uzueeuopAIBEIsH06dOxZcsWdO/eHUqlEt26dUNKSspdx2vqlbi51wIA1q5diwcffBB+fn5QKpXo2rUrPv74Y4s64eHhOHHiBH7++Wfz0M+QIUPMx4uLizFjxgyEhoZCqVSiY8eOePvtt2EwGO4Y15YtW6BQKPCHP/yh3uMTJkxAYWEhUlNTzWXV1dX48ssv8eSTTzZ43R9++AGenp4YOHCg+b67desGLy+vOnX9/PzqlA0bNgy//vorioqKbhv/pEmToFKpcOrUKYvy+Ph4eHt7Iycn57bnN0Z9n6shQ4age/fu+P333zF48GC4uLigY8eO+PLLLwEAP//8M2JiYuDs7IxOnTrhp59+qnPdq1ev4s9//jP8/f3Nn7E1a9Y0KqYtW7YgPDwcHTp0sCg/f/48+vXrB4VCUeechtr5u+++g8DBELIyJkhEzaSkpAQFBQXIz8/HiRMn8Pzzz6OsrAx/+tOf7vqaNTU1iI+Ph5+fH9599108/vjj5mO//vorXnjhBYwfPx5LlixBVVUVHn/8cRQWFt7Ve128eBEA4O3tbVH+8ccfIywsDK+//jree+89hIaG4oUXXsCHH35orrNs2TKEhISgc+fO+Pe//41///vfeOONNwAAFRUVGDx4MP7zn/9g4sSJWLFiBR544AHMmjULycnJd4xrz5496N69O+Ryeb3Hw8PDERsbi//+97/msm3btqGkpKTO3Jebbd26FcOGDTMnsGFhYcjIyMDx48fvGBMAREdHQxAE7Nmz57b1li9fDl9fX0yaNAl6vR4A8Mknn2D79u344IMPEBQU1Kj3uxvXr1/H6NGjERMTgyVLlkCpVGL8+PHYtGkTxo8fj5EjR+Ktt95CeXk5nnjiCZSWlprPzc3Nxf3334+ffvoJ06dPx/Lly9GxY0dMmTIFy5Ytu+N779mzB3369KlTHhYWhrS0NFy5cqVR9xAdHY3i4mKcOHGi0fdN1Chid2EROTrTUM+tX0qlUli3bp1F3Z07d1oM65iYhr1uHj6ZNGmSAEB47bXX6rwnAEGhUFgMXxw9elQAIHzwwQe3jdf0XvPnzxfy8/MFtVot/PLLL0K/fv0EAMLmzZst6ldUVNS5Rnx8vNC+fXuLsoaG2BYuXCi4uroKZ86csSh/7bXXBJlMJmRnZ9823pCQEOHxxx+vU37z0ObKlSsFd3d3c6yJiYnC0KFDBUEQ6h1iKy8vF1QqlUV7b9++XZDJZIJMJhNiY2OFmTNnCj/++KNQXV1db1w5OTkCAOHtt9++bfyCIAg//vijAEBYtGiRcOHCBcHNzU1ISEi443k3u90QW32fq8GDBwsAhA0bNpjLMjMzBQCCVCoV9u7dWye+m689ZcoUITAwUCgoKLB4r/Hjxwuenp71fi5MdDqdIJFIhL/+9a91jv3rX/8yf36HDh0qzJkzR/jll18EvV5f77X27NkjABA2bdrU4PsR3Q32IBE1kw8//BCpqalITU3Ff/7zHwwdOhTPPPMMvvrqq3u67vPPP19veVxcnMXwRc+ePeHh4YELFy406rrz5s2Dr68vAgICMGjQIJw6dQrvvfcennjiCYt6zs7O5r+beskGDx6MCxcuoKSk5I7vs3nzZgwaNAje3t4oKCgwf8XFxUGv12P37t23Pb+wsLBOr9at/vjHP6KyshLff/89SktL8f333992eG3Hjh3QarUYMWKEuWzYsGFIT0/HI488gqNHj2LJkiWIj49HcHAwvv322zrXMMVUUFBw29gAYPjw4Xj22WexYMECPPbYY1CpVBYTzm3Fzc3NohetU6dO8PLyQpcuXRATE2MuN/3d9NkRBAH/+9//MGbMGAiCYPHvFh8fj5KSEhw6dKjB9y0qKoIgCPX+u/35z39GSkoKhgwZgl9//RULFy7EoEGDEBkZWW9vXFPamagpnO5chYisoX///ujbt6/59YQJE9C7d29Mnz4do0ePrnfOxZ04OTkhJCSk3mPt2rWrU+bt7Y3r16836trTpk1DYmIiqqqqsGPHDqxYscI8BHSz3377DfPmzUN6ejoqKiosjpWUlMDT0/O273P27Fn8/vvv8PX1rfd4Xl7eHWMV7jD/xNfXF3FxcdiwYQMqKiqg1+vrJHo3++GHH9C3b1/4+/tblPfr1w9fffUVqqurcfToUXz99dd4//338cQTT+DIkSMWSwKYYpJIJHeMHwDeffddfPPNNzhy5Ag2bNhQ73wbawsJCakTn6enJ0JDQ+uUATB/dvLz81FcXIzVq1dj9erV9V77Xv7d4uPjER8fj4qKCmRkZGDTpk1YtWoVRo8ejczMTIu2aWo7EzUWEyQikUilUgwdOhTLly/H2bNn0a1btwa/ydeXmACAUqls8LFtmUxWb/mdkgmTyMhIxMXFAQBGjx4NmUyG1157DUOHDjUneufPn8dDDz2Ezp07Y+nSpQgNDYVCocDWrVvx/vvvN2qStcFgwLBhwzBz5sx6j9933323Pb9t27aNSvqefPJJTJ06FWq1GiNGjKh3srXJ1q1bkZSU1OBxhUKBfv36oV+/frjvvvuQlJSEzZs3Y968eeY6pph8fHzuGBsAHD582JxUHDt2DBMmTGjUefeioc/InT47pn/XP/3pT5g0aVK9dXv27Nng+7Zp0wYSieSO/24uLi4YNGgQBg0aBB8fH8yfPx/btm2zeM+mtjNRYzFBIhJRTU0NAOOKwsCN4YLi4mKLepcuXWrWuOrzxhtv4NNPP8Xs2bPNT8N999130Gq1+Pbbby16rG5eq8akoeSvQ4cOKCsrMydjTdW5c2dkZWXdsd6jjz6KZ599Fnv37sWmTZsarHf8+HFkZ2dj1KhRjXp/U7J47do1i3JTTF26dLnjNcrLy5GUlISuXbtiwIABWLJkCR599FH069evUTE0N19fX7i7u0Ov19/Vv5uTkxM6dOjQqH83E2u0M1FTcA4SkUh0Oh22b98OhUJh/uYeFhYGmUxWZ95NS9i2wsvLC88++yx+/PFHHDlyBMCNnoabe6VKSkqwdu3aOue7urrWSfwA4/yg9PR0/Pjjj3WOFRcXm5PIhsTGxuL48ePQarW3refm5oaPP/4Yb775JsaMGdNgva1bt8Lf399iOBQwJn319b6Ztrro1KmTRXlGRgYkEgliY2NvGxcA/P3vf0d2djY+++wzLF26FOHh4Zg0adId70ksMpkMjz/+OP73v//V+1Rffn7+Ha8RGxuLgwcP1ilPS0urt/7t2tnT0xPdunVrTOhEjcYeJKJmsm3bNmRmZgIwzs/YsGEDzp49i9deew0eHh4AjHM9EhMT8cEHH0AikaBDhw74/vvvGzWfozm8/PLLWLZsGd566y1s3LgRw4cPh0KhwJgxY/Dss8+irKwMn376Kfz8/Or8ph8dHY2PP/4YixYtQseOHeHn54cHH3wQr776Kr799luMHj0akydPRnR0NMrLy3Hs2DF8+eWXuHjx4m2HT8aOHYuFCxfi559/xvDhw28bf0PDQTf74YcfMGLEiDo9Xi+99BIqKirw6KOPonPnzqiursaePXuwadMmhIeH1xmSS01NxQMPPIC2bdve9v127NiBjz76CPPmzTM/9r527VoMGTIEc+bMwZIlS+4Ysxjeeust7Ny5EzExMZg6dSq6du2KoqIiHDp0CD/99NMd138aO3Ys/v3vf+PMmTMWw6hjx45FREQExowZgw4dOqC8vBw//fQTvvvuO/Tr169OcpuamooxY8ZwDhJZn0hPzxG1GvU95q9SqYSoqCjh448/FgwGg0X9/Px84fHHHxdcXFwEb29v4dlnnxWOHz9e72P+rq6u9b4nAOHFF1+sUx4WFiZMmjTptvE2tJK2yeTJkwWZTGZeQuDbb78VevbsKahUKiE8PFx4++23hTVr1ggAhKysLPN5arVaGDVqlODu7i4AsHjkv7S0VJg1a5bQsWNHQaFQCD4+PsKAAQOEd999t8HH6G/Ws2dPYcqUKRZlDa1gfqubH/MvLi4WnJychC+++KJOvW3btgl//vOfhc6dOwtubm6CQqEQOnbsKLz00kt1VnguLi4WFAqF8H//93+3fW+NRiOEhYUJffr0qbPS9yuvvCJIpVIhPT39ttcwuZvH/Lt161anbkMri9f3mcrNzRVefPFFITQ0VJDL5UJAQIDw0EMPCatXr75jvFqtVvDx8REWLlxoUf7f//5XGD9+vNChQwfB2dlZUKlUQteuXYU33nhD0Gg0FnVPnTpV7yrqRNbAvdiIyO79+9//xosvvojs7OzbTr6+ky+++AJPPfUUCgoK7vj03e0sW7YMS5Yswfnz5y2WQSBLCxcuxNq1a3H27NkGJ4bfzowZM7B7927zcCaRNXEOEhHZvaeeegrt2rWzWL37bnh5eWHFihX3lBzpdDosXboUs2fPZnJ0B6+88grKysqwcePGJp9bWFiI//u//8OiRYuYHJFNsAeJiIiI6BbsQSIiIiK6BRMkIiIiolswQSIiIiK6BRMkIiIioltwoci7ZDAYkJOTA3d3dz5BQUREZCcEQUBpaSmCgoIa3MsSYIJ013JycurseE1ERET24fLlywgJCWnwOBOku+Tu7g7A2MCmbSKswbQ/1/DhwyGXy6123daO7Wp9bFPbYLvaBtvV+uy1TTUaDUJDQ80/xxvCBOkumYbVPDw8rJ4gubi4wMPDw64+cC0d29X62Ka2wXa1Dbar9dl7m95pegwnaRMRERHdggkSERER0S2YIBERERHdggkSERER0S1ET5A+/PBDhIeHQ6VSISYmBvv3779t/c2bN6Nz585QqVTo0aMHtm7danFcEATMnTsXgYGBcHZ2RlxcHM6ePWtR58yZMxg7dix8fHzg4eGBgQMHYufOnVa/NyIiIrJPoiZImzZtQnJyMubNm4dDhw6hV69eiI+PR15eXr319+zZgwkTJmDKlCk4fPgwEhISkJCQgOPHj5vrLFmyBCtWrMCqVauwb98+uLq6Ij4+HlVVVeY6o0ePRk1NDXbs2IGMjAz06tULo0ePhlqttvk9ExERUcsnaoK0dOlSTJ06FUlJSejatStWrVoFFxcXrFmzpt76y5cvx8MPP4xXX30VXbp0wcKFC9GnTx+sXLkSgLH3aNmyZZg9ezbGjh2Lnj17Yv369cjJycGWLVsAAAUFBTh79ixee+019OzZE5GRkXjrrbdQUVFhkWgRERFR6yXaOkjV1dXIyMjArFmzzGVSqRRxcXFIT0+v95z09HQkJydblMXHx5uTn6ysLKjVasTFxZmPe3p6IiYmBunp6Rg/fjzatm2LTp06Yf369ejTpw+USiU++eQT+Pn5ITo6usF4tVottFqt+bVGowFgXAdCp9M1+f4bYrqWNa9JbFdbYJvaBtvVNtiu1mevbdrYeEVLkAoKCqDX6+Hv729R7u/vj8zMzHrPUavV9dY3DY2Z/rxdHYlEgp9++gkJCQlwd3eHVCqFn58fUlJS4O3t3WC8ixcvxvz58+uUb9++HS4uLne426ZLTU21+jWJ7WoLbFPbYLvaBtvV+uytTSsqKhpVr9WtpC0IAl588UX4+fnhl19+gbOzM/7v//4PY8aMwYEDBxAYGFjvebNmzbLovTItVT58+HCrr6SdmpqKYcOG2eXKpC0V29X62Ka2wXa1Dbar9dlrm5pGgO5EtATJx8cHMpkMubm5FuW5ubkICAio95yAgIDb1jf9mZuba5Ho5ObmIioqCgCwY8cOfP/997h+/bo5sfnoo4+QmpqKzz77DK+99lq9761UKqFUKuuUy+Vym3wwbHXd1o7tan1sU9tgu9oG29X67K1NGxuraJO0FQoFoqOjkZaWZi4zGAxIS0tDbGxsvefExsZa1AeMXXum+hEREQgICLCoo9FosG/fPnMdU9eaVGp561KpFAaD4d5vjIiIiOyeqENsycnJmDRpEvr27Yv+/ftj2bJlKC8vR1JSEgBg4sSJCA4OxuLFiwEAL7/8MgYPHoz33nsPo0aNwsaNG3Hw4EGsXr0agHF+0YwZM7Bo0SJERkYiIiICc+bMQVBQEBISEgAYkyxvb29MmjQJc+fOhbOzMz799FNkZWVh1KhRorQDtV7VNQYonERfjoyIiG4haoI0btw45OfnY+7cuVCr1YiKikJKSop5knV2drZFT8+AAQOwYcMGzJ49G6+//joiIyOxZcsWdO/e3Vxn5syZKC8vx7Rp01BcXIyBAwciJSUFKpUKgHFoLyUlBW+88QYefPBB6HQ6dOvWDd988w169erVvA1ArUZ1jQFymcS8e3RltR7P/ScDP5/Jx9uP98C4fu0AAHqDgG3HryG8rSu6B3uKGTIRUasm+iTt6dOnY/r06fUe27VrV52yxMREJCYmNng9iUSCBQsWYMGCBQ3W6du3L3788ccmx0p0NzIuFWHC6n2YNCAMb4zqCgDYnHEZP5/JBwB8//s1c4K04LsT+Cz9EiQS4P8m9sVDXfwbvC4REdkO+/aJbGzB96dQrTfg01+yUFhmXEtr34Ui8/Gjl4thMAg4l1eG/+zLBgAIArDoh1PQ6TkvjohIDEyQiGxIW6PHafWNR0o3HrgMQRCw/+KNBElTVYOLheV4a1sm9AYBse3boq2rAlkF5fjuaI4YYRMRtXpMkIhs6OjlElTpbvQC/e/QFVwqrEB+qRYKmRTdgoxLTazbcxE/ncqFTCrBwoTumDwgHADwxcHLYoRNRNTqMUEisqHfrxQDAAZ29IGzXIYL+eV4/vNDAIBeoZ6Ibd8WALA+/RIA4Ik+Iejo54bHo0MgkQB7LxThUmG5KLETEbVmTJCIbOj3KyUAgNgObTH5gXAAwKlrxiG3R3uHYHg3y0VR/xIXCQAI8nLGoEhfAMDmg1eaKVoiIjJhgkRkQ8euGhOkHsGeSB52H56+PwwA0DnAHY/1CUbfMG8EehqXoJjQvx2CvZzN5/6xbwgA4xNvNZysTUTUrER/zJ/IUZVU6pBVYBwe6xHsCblMioUJ3fHC0A7wUMmhkssAAGsm98PWY9fw7OAOFucP7xqAtq4K5Gq0SMvMQ3y3+rfgISIi62MPEpGNHKsdXgvxdoa3q8JcHujpDFfljd9NugR64K/DO8FNafn7isJJiidqe5FW/XyevUhERM2ICRKRjRzOvg4A6NPO+66vkTQgAkonKQ5nF+OFzw+hSqe3VnhERHQbTJCIbORQbYLUu53XXV8jwFOFDyb0hsJJiu0nc5G09gAqqmusFCERETWECRKRDQiCgMOXiwHcWw8SAAzvFoB1Sf3gpnRC+oVCzNh4BAaDYIUoiYioIUyQiGzgYmEFiit0UDhJ0SXQ456vN6CDDz77cz9zT9L3x65ZIUoiImoIEyQiGzDNP+oR7AmFk3X+m0WHtcGLQzoCANb9lmWVaxIRUf2YIBHZgHn+UaiXVa87oX8opBLgUHYxsgsrrHptIiK6gQkSkQ0czi4GAPQJu7f5R7fy81DhgY4+AIAtR65a9dpERHQDEyQiKyuuqDZvJ3IvT7A1JCEqGADw9eGrEARO1iYisgUmSERWtvN0HgyCcTuRQE/nO5/QRPHdA6CSS5FVUI6jtYtREhGRdTFBIrKy1JO5AIBhXf1tcn03pZN525EthznMRkRkC0yQiKwov1SLn07lAbBdggQACb2Nw2zfHc2BjluQEBFZHRMkIiv6bM9FVNcYEBXqhR7BnjZ7n0EdfeDjpkBheTV2n8m32fsQEbVWTJCIrKSgTIu1tesTPTe4PSQSic3ey0kmxZheQQCArzjMRkRkdUyQiKzk7W2ZKK/Wo0ewJ4Z3DbD5+z1SmyDtPp2PGg6zERFZFRMkIiv44sBlbM64AokEmD2qC6RS2/UemfQM8YK7ygml2hqcyNHY/P2IiFoTJ7EDILI3ZdoaZF7T4NQ1DU6pS3H8agl+r33cPjnuPsS0b9ssccikEsREtMVPp3KRfqEQvay8ajcRUWvGBImokQ5lX8fKHeewq3ado1s9GdMOLw7t2KwxDehgTJD2XijEc4M7NOt7ExE5MiZIRI2w63Qepq3PQHXtXJ8ADxW6BLqjc6AHOge4I7Z9W/h5qJo9rr7hxq1MjlwuhiAINp0YTkTUmjBBIroDQRCw6IdTqNYbENfFH7NGdkYHXzexwwIAdA7wgEImRXGFDtlFFQhr6yp2SEREDoGTtInu4ESOBufyyqB0kmLpuF4tJjkCAIWTFF2DPAAYe5GIiMg6mCAR3cHXtesMxXX1h4dKLnI0dUXVTs4+epn7shERWQsTJKLbqNEb8M2RHADAY7Xbe7Q0pgTpyOXr4gZCRORAmCAR3cav5wpQUKZFG1cF/nCfr9jh1Mv0eP/xHA33ZSMishImSEQNMBgEfLTzPADjqtVyWcv87xLe1gUeKidU1xhwWl0qdjhERA6hRXzH//DDDxEeHg6VSoWYmBjs37//tvU3b96Mzp07Q6VSoUePHti6davFcUEQMHfuXAQGBsLZ2RlxcXE4e/as+fiuXbsgkUjq/Tpw4IBN7pHsz+f7LmH/xSKo5FJM/UN7scNpkEQiMfcicaI2EZF1iJ4gbdq0CcnJyZg3bx4OHTqEXr16IT4+Hnl5efXW37NnDyZMmIApU6bg8OHDSEhIQEJCAo4fP26us2TJEqxYsQKrVq3Cvn374Orqivj4eFRVVQEABgwYgGvXrll8PfPMM4iIiEDfvn2b5b6pZbtcVIF/bs0EALz2cGcEezmLHNHt3ZioXSxqHEREjkL0BGnp0qWYOnUqkpKS0LVrV6xatQouLi5Ys2ZNvfWXL1+Ohx9+GK+++iq6dOmChQsXok+fPli5ciUAY+/RsmXLMHv2bIwdOxY9e/bE+vXrkZOTgy1btgAAFAoFAgICzF9t27bFN998g6SkJC60RwCA1bsvoFKnR//wNpgYGy52OHcUxR4kIiKrEnWhyOrqamRkZGDWrFnmMqlUiri4OKSnp9d7Tnp6OpKTky3K4uPjzclPVlYW1Go14uLizMc9PT0RExOD9PR0jB8/vs41v/32WxQWFiIpKanBWLVaLbRarfm1RmPcHFSn00Gn0935ZhvJdC1rXpOa1q7XK6qxOeMyAGD60Ajo9TXQ620a3j3rFmBcIPJcfhkKNRXwcLb9cgT8rNoG29U22K7WZ69t2th4RU2QCgoKoNfr4e/vb1Hu7++PzMzMes9Rq9X11ler1ebjprKG6tzqX//6F+Lj4xESEtJgrIsXL8b8+fPrlG/fvh0uLi4Nnne3UlNTrX5Naly7plyWoEonQ4irgKJT+7C1/o9ii+OrkiG/SoJPvvoJ3bzr2SzORvhZtQ22q22wXa3P3tq0oqKiUfVa/VYjV65cwY8//ogvvvjitvVmzZpl0XOl0WgQGhqK4cOHw8PDw2rx6HQ6pKamYtiwYZDLW96ihPaqse1aWF6NWUt/AaDHX0f2xKiegc0X5D36tfoENmdcheDTASPj77P5+/GzahtsV9tgu1qfvbapaQToTkRNkHx8fCCTyZCbm2tRnpubi4CAgHrPCQgIuG1905+5ubkIDAy0qBMVFVXnemvXrkXbtm3xyCOP3DZWpVIJpVJZp1wul9vkg2Gr67Z2d2rXb45mo6Jaj25BHkjoE2pXc9Ji2vtgc8ZVZGQXN+tnh59V22C72gbb1frsrU0bG6uok7QVCgWio6ORlpZmLjMYDEhLS0NsbGy958TGxlrUB4zde6b6ERERCAgIsKij0Wiwb9++OtcUBAFr167FxIkT7eofl2xDEARszrgCAPjT/WF2lRwBQExEGwDA71dKUFndwidNERG1cKI/xZacnIxPP/0Un332GU6dOoXnn38e5eXl5gnTEydOtJjE/fLLLyMlJQXvvfceMjMz8eabb+LgwYOYPn06AOOaMDNmzMCiRYvw7bff4tixY5g4cSKCgoKQkJBg8d47duxAVlYWnnnmmWa7X2q5jl4pwbm8MqjkUoy2o6E1kxBvZwR4qFBjEHCY244QEd0T0ecgjRs3Dvn5+Zg7dy7UajWioqKQkpJinmSdnZ0NqfRGHjdgwABs2LABs2fPxuuvv47IyEhs2bIF3bt3N9eZOXMmysvLMW3aNBQXF2PgwIFISUmBSqWyeO9//etfGDBgADp37tw8N0st2pe1T66N6B4I9xa4Ke2dSCQS9I9og2+P5mB/VhEGdPAROyQiIrsleoIEANOnTzf3AN1q165ddcoSExORmJjY4PUkEgkWLFiABQsW3PZ9N2zY0KQ4yXFV6fT4tnZT2ieiG36asaXrd1OCREREd0/0ITailiD1ZC40VTUI8lQhtn1bscO5a6Z5SIeyr6O6hhvXEhHdLSZIRAC+rJ2c/Xh0CKRS+5qcfbNIPze0cVWgSmfAsavFYodDRGS3mCBRq6cuqcIvZ/MBAI/3sd/hNaB2HlK4sRdpH4fZiIjuGhMkavU2H7wMgwD0C/dGuI+r2OHcs5j2tQnSBSZIRER3q0VM0iYSQ3ZhBf725VHzhObE6FCRI7KO/rXzkA5eLEKN3gAnGX8PIiJqKn7npFbrze9OmJOjkT0C8GifYJEjso4uAR7wUDmhvFqPU9dKxQ6HiMguMUGiVqlMW4Ndp/MAAN+/NBAfPRUNuYP0tEilEvRu5w3A+DQbERE1nWP8RCBqot8vF8MgAMFezuge7Cl2OFYXHcYEiYjoXjBBolbp8OViAEDvdl6ixmErfWp7kDIuMUEiIrobTJCoVTqcXQwA5qEoR9Mr1BMSCXDleiXySqvEDoeIyO4wQaJW6eiVYgBAVKiXqHHYirtKjk7+7gCAQ5eKxQ2GiMgOMUGiVievtAr5pVpIJUDXQA+xw7GZPrXzkA5zHhIRUZMxQSKHVaatwYLvTmLrsWsW5SdyNACA9r5ucFbIxAitWXAeEhHR3WOCRA7rtf/9jjW/ZeHNb09YlJ+sTZAcufcIAPrUTkD//WoJN64lImoiJkjksEwTsfNKtRYJgilB6hbk2AlShI8rvF3kqK4x4OQ1jdjhEBHZFSZI5JAEQUBJpc78+prmxpNcpmShq4MnSBLJTQtGcpiNiKhJmCCRQyooq0aZtsb8Oqe4EoBxXlJWQTkAxx9iA24sGJnBidpERE3CBIkckikJMrly3diDdFpt3JsswEOFtm7KZo+ruZkWwjzMHiQioiZhgkQOKaugzOK1qQfpZO3mrY4+/8ikV4gXpBIgp6QK6hIuGElE1FhMkMghXbilB+lqbXJwqrYHydHnH5m4Kp3QOcB4r9yXjYio8ZggkUPKyjcmSKYhphs9SK3jEf+bmechcZiNiKjRmCCRQzL1IA3q6AMAuFpcBb0BOJNrHHrrFuQpWmzNrU+YFwDg4MUicQMhIrIjTJDI4dToDcgurAAADLrPFwCgLqnCtUpApxfgrnRCiLezmCE2q/vbtwUAHLtaYrH0ARERNYwJEjmcM7llqNYb4K50QlSoF5ykEtQYBJy8LgEAdAnygFQqETnK5hPo6Yz2vq4wCMDeC4Vih0NEZBeYIJHDMa350zPUE3KZFIFeKgDAoULjx701zT8yeaCDcahxz7kCkSMhIrIPTJDIoQiCgE0HsgEAD9TOPwrxcgEAXKsw9hoN6eQrTnAiMrXFr0yQiIgahQkSOZT9WUU4flUDpZMU4/u1AwAE3zTfqFuQOwbf1/oSpNj2bSGVAOfzy81P9BERUcOYIJFDWb37AgDgsT4haOOqAAAEeqrMx18Y3B4SSeuZf2Ti6SJHVKgXAGDn6TxxgyEisgNMkMhh7MjMRVpmHmRSCaYMjDCXm57i6uFtQFxnP7HCE91DXfwBAGmnmCAREd0JEyRyCBXVNZiz5QQAYMrACHT0czMfe6CjD/b+fTCmdDK0qqfXbhVXmyD9dq4A5Tdt5EtERHUxQSKHsDztLK4WVyLYyxkz4iLrHG/rpkQrHFmzcJ+/G8LaukBbY8Cu0/lih0NE1KKJniB9+OGHCA8Ph0qlQkxMDPbv33/b+ps3b0bnzp2hUqnQo0cPbN261eK4IAiYO3cuAgMD4ezsjLi4OJw9e7bOdX744QfExMTA2dkZ3t7eSEhIsOZtUTPKKa7Ev37JAgC8+Ug3uCicRI6oZZJIJBjRPRAAsPXYNZGjISJq2URNkDZt2oTk5GTMmzcPhw4dQq9evRAfH4+8vPrnSOzZswcTJkzAlClTcPjwYSQkJCAhIQHHjx8311myZAlWrFiBVatWYd++fXB1dUV8fDyqqm7sZP6///0PTz/9NJKSknD06FH89ttvePLJJ21+v2Qbn6VfRI1BwP3t22BYV3+xw2nRRvUwJkg7MvNQWa0XORoiopZL1ARp6dKlmDp1KpKSktC1a1esWrUKLi4uWLNmTb31ly9fjocffhivvvoqunTpgoULF6JPnz5YuXIlAGPv0bJlyzB79myMHTsWPXv2xPr165GTk4MtW7YAAGpqavDyyy/jnXfewXPPPYf77rsPXbt2xR//+Mfmum2yoorqGvx3n3HdoykD24scTcvXPdgDId7OqNTpsfssh9mIiBoiWoJUXV2NjIwMxMXF3QhGKkVcXBzS09PrPSc9Pd2iPgDEx8eb62dlZUGtVlvU8fT0RExMjLnOoUOHcPXqVUilUvTu3RuBgYEYMWKERS8U2Y//HboKTVUNwtq64KFW/IRaY0kkEvOq2ieuljT5/JJKHZI3HcFPJ3OtHRoRUYsi2mSNgoIC6PV6+PtbDon4+/sjMzOz3nPUanW99dVqtfm4qayhOhcuGNfJefPNN7F06VKEh4fjvffew5AhQ3DmzBm0adOm3vfWarXQarXm1xqNBgCg0+mg01lvA1DTtax5TUclCALW/WacezTx/nbQ62ugb2DUiO16Qwdf48rimWpNk9tj+/EcfHX4Kr46fBW//vUBAGxTa+Nn1TbYrtZnr23a2Hhb3WxWg8EAAHjjjTfw+OOPAwDWrl2LkJAQbN68Gc8++2y95y1evBjz58+vU759+3a4uLhYPc7U1FSrX9PRXCkHzuc7QS4R4JZ3HFu33rkXkO0KXC+WAJDhyIXcOg853En6NeO5APDV9p8R5sY2tRW2q22wXa3P3tq0oqKiUfVES5B8fHwgk8mQm2vZVZ+bm4uAgIB6zwkICLhtfdOfubm5CAwMtKgTFRUFAObyrl27mo8rlUq0b98e2dnZDcY7a9YsJCcnm19rNBqEhoZi+PDh8PCw3uanOp0OqampGDZsGORyudWu64jeSjkN4BIe6hqAxx7pddu6bNcbojVV+PjUbhRoJXhoWDyUclmjz728Owu4aHwqtEdUX2jOHWSbWhk/q7bBdrU+e21T0wjQnYiWICkUCkRHRyMtLc38iL3BYEBaWhqmT59e7zmxsbFIS0vDjBkzzGWpqamIjY0FAERERCAgIABpaWnmhEij0WDfvn14/vnnAQDR0dFQKpU4ffo0Bg4cCMD4j3zx4kWEhYU1GK9SqYRSqaxTLpfLbfLBsNV1HYXBIGDrcWOynNA7uNFtxXYFgts4wdNZjpJKHS4Va9EtyLPR51bVCOa/a42dsWxTG2G72gbb1frsrU0bG6uoQ2zJycmYNGkS+vbti/79+2PZsmUoLy9HUlISAGDixIkIDg7G4sWLAQAvv/wyBg8ejPfeew+jRo3Cxo0bcfDgQaxevRqAcQLqjBkzsGjRIkRGRiIiIgJz5sxBUFCQOQnz8PDAc889h3nz5iE0NBRhYWF45513AACJiYnN3wh0Vw5cLMK1kiq4K50wpBMnZzeFRCJBpJ8bDl66jvP55U1KkMqrb6zAXVGtR+P7noiI7IuoCdK4ceOQn5+PuXPnQq1WIyoqCikpKeZJ1tnZ2ZBKbzxoN2DAAGzYsAGzZ8/G66+/jsjISGzZsgXdu3c315k5cybKy8sxbdo0FBcXY+DAgUhJSYFKdWPD0nfeeQdOTk54+umnUVlZiZiYGOzYsQPe3t7Nd/N0T777PQcAEN89AKomDBGRUYSPKw5euo6s/PImnVehvTELvqJaD3drB0ZE1EKIPkl7+vTpDQ6p7dq1q05ZYmLibXt6JBIJFixYgAULFjRYRy6X491338W7777b5HipZfj5jHENn5E96p+vRrcX4esKALhY2LQE6dYeJCZIROSoRN9qhKipLhdV4HJRJZykEvSPaCt2OHapvY8xQbpQ0MQepJtW3y7jhrdE5MCYIJHd2XO+AADQK9QLbkrRO0HtUnhtgpSVXwZBEO5Q+4ZyrWUPEhGRo2KCRHbnt3OFAIAHOrD36G6FtzUmSJqqGhSWVzf6vJuToopq9iARkeNigkR2RRAE7DlvTJAGdPQRORr7pZLLEFHbi5Re256NUaW7KUHSsgeJiBwXEySyK2dyy1BQpoVKLkXvdl5ih2PXRvUwLpr69eGrjT5HW2Mw/72cQ2xE5MCYIJFdSa+df9QvvA2UTny8/1482icYALDrdB7STjVu89nqmxIkzkEiIkfGBInsyvEc4xLx0WFcs+pedfB1wxPRITAIwIyNR1BadecNHKv1N/cgcQ4SETkuJkhkV87klgIAOgdwBR5rWPxYD7T3dUWptgbfHMm5Y30t5yARUSvBBInshsEgmBOk+/yZIFmDXCbFUzHGPQj/u7/hzZpNbu5B4lNsROTImCCR3bh8vQJVOgOUTlKE1T6mTvfu0d7BkEiAEzka5GmqGqxnMAjQ6W+smcRJ2kTkyJggkd3IVBt7jyL93SCTSkSOxnG0cVWgW5AHAODXcwUN1ru59wjgJG0icmxMkMhunFFzeM1WBnb0BXD7BOnmR/xNr/WNX4SbiMiuMEEiu3G6dv5RJyZIVjco0rjo5q9nCxrcekRbU7fHiPO0ichRMUEiu2GeoM0n2KwuOswbSicp8kq1OJtXVm8d0xpISicp5DLjECdH2YjIUTFBIrtQXWPAhXzjzvN8xN/6VHIZ+ke0AQD8crb+YTbtTQmSi8K4SbDWUG9VIiK7xwSJ7MKFgjLUGAS4q5wQ4KESOxyHNLCjaZgtv97jph4khZMMrgrjKuYcYiMiR8UEiezCafWN+UcSCZ9gs4WBtfOQ9mUVWWwpYmLRg6Ss7UHS89+CiBwTEySyC5x/ZHtdAjzQ1lWBimo9Dmdfr3P85jlIrkoOsRGRY2OCRHbhtNo4cZhPsNmOVCrBA6Zhtnoe978xxCblEBsROTwmSGQXTucaN6ntxB4kmzINs9U3Udv0mL/FJG0mSETkoJggUYtXrq3B5aJKAFwk0tZM6yH9fqW4zl5rFj1ISvYgEZFjY4JELZ5pXR5fdyXauCpEjsaxBXo6w9tFDoMAZBWUWxzT3pQgmXqQqjkHiYgcFBMkavHOqLmCdnMK9zFuBHyxoMKi/MYkbRnczD1IfIqNiBwTEyRq8TK5B1uziqhNkLIKLFfU1tZuVquQcQ4SETk+JkjU4pke8ecK2s0j1NsFAHC1uMqiXKurnaQt5xwkInJ8TJCoxTvNNZCaVbCXMwDganGlRXl1fT1InINERA6KCRK1aEXl1cgv1QIAIv3cRI6mdQiqTZBybkmQtLraOUjsQSKiVoAJErVopi1GQts4m1dvJtsK9r6RIAmCYC6/0YMku2kOEidpE5FjYoJELZpp/lEnfw+RI2k9Aj2NmwFXVOtRUqkzl5t6kBROUrhxqxEicnBN/pVcq9Vi3759uHTpEioqKuDr64vevXsjIiLCFvFRK3eudg2kSH8OrzUXlVwGHzcFCsqqceV6JbxcjGtPVetvXklbVlsmWphERDbV6ATpt99+w/Lly/Hdd99Bp9PB09MTzs7OKCoqglarRfv27TFt2jQ899xzcHfnZFqyDtM8GNOTVdQ8gr2cUVBWjZziSnQP9gRw60raxm8dVUyQiMhBNWqI7ZFHHsG4ceMQHh6O7du3o7S0FIWFhbhy5QoqKipw9uxZzJ49G2lpabjvvvuQmppq67iplTA9SRXkpRI5ktalvonaWvNCkTd6kDhJm4gcVaMSpFGjRiErKwtLlizBoEGD4OzsbHG8ffv2mDRpElJSUpCWlgaptGlTmz788EOEh4dDpVIhJiYG+/fvv239zZs3o3PnzlCpVOjRowe2bt1qcVwQBMydOxeBgYFwdnZGXFwczp49a1EnPDwcEonE4uutt95qUtxke6Yf0KZHz6l5mBOkkhtrIVXflCC5q+QAgBpBYk6ciIgcSaMymWeffRZyubxRF+zatSseeuihRgewadMmJCcnY968eTh06BB69eqF+Ph45OXl1Vt/z549mDBhAqZMmYLDhw8jISEBCQkJOH78uLnOkiVLsGLFCqxatQr79u2Dq6sr4uPjUVVlufDdggULcO3aNfPXSy+91Oi4yfZKq3TQVBk3TA1igtSsTO199XrdHiSFkxTuSidIah9gK63S1TmfiMje3dNTbFVVVfjss8/w0Ucf1emhaaylS5di6tSpSEpKQteuXbFq1Sq4uLhgzZo19dZfvnw5Hn74Ybz66qvo0qULFi5ciD59+mDlypUAjL1Hy5Ytw+zZszF27Fj07NkT69evR05ODrZs2WJxLXd3dwQEBJi/XF1d7+oeyDZyaldy9nKR8xH/ZlbfYpFVtStpq+QySKUSuNf+m2gqa5o/QCIiG2v0T53k5GTodDp88MEHAIDq6mrExsbixIkTcHFxwcyZM5GamorY2NhGv3l1dTUyMjIwa9Ysc5lUKkVcXBzS09PrPSc9PR3JyckWZfHx8ebkJysrC2q1GnFxcebjnp6eiImJQXp6OsaPH28uf+utt7Bw4UK0a9cOTz75JF555RU4OdXfJFqtFlqt1vxao9EAAHQ6HXQ66/0GbbqWNa9pr7ILjY/4B3qo7rk92K5NE+RhfHLtfH4ZtNpqSKUSlGuNiZBCamxHd5UTNFU1KCqrhE7HXy6shZ9V22C7Wp+9tmlj4210grR9+3b885//NL/+/PPPcenSJZw9exbt2rXDn//8ZyxatAg//PBDo4MsKCiAXq+Hv7+/Rbm/vz8yMzPrPUetVtdbX61Wm4+byhqqAwB/+ctf0KdPH7Rp0wZ79uzBrFmzcO3aNSxdurTe9128eDHmz59fp3z79u1wcbH+E1ac6A78qpYAkEGmLakzz+xusV0bR28A5BIZSqtqsP7rbfBzBvIKZQAkOHY4A9VZAiQ64+uf9xxA3inhTpekJuJn1TbYrtZnb21aUVHRqHqNTpCys7PRtWtX8+vt27fjiSeeQFhYGADg5ZdfxsiRI5sYpnhu7oXq2bMnFAoFnn32WSxevBhKpbJO/VmzZlmco9FoEBoaiuHDh8PDw3qLGOp0OqSmpmLYsGGNnvflqE5uPwtkZaH3fWEYObLLPV2L7dp063P24cjlErTp2BsjewXincxfgMpKDBkYi97tvLDh2n5cKS9Gh649MLJ3iNjhOgx+Vm2D7Wp99tqmphGgO2l0giSVSi22Hdi7dy/mzJljfu3l5YXr1683IUTAx8cHMpkMubm5FuW5ubkICAio95yAgIDb1jf9mZubi8DAQIs6UVFRDcYSExODmpoaXLx4EZ06dapzXKlU1ps4yeVym3wwbHVde6Ku3YMttK2r1dqC7dp4vUK8cORyCU6qy/B4X7l5DpK7ixJyuRyetQtIlusEtqkN8LNqG2xX67O3Nm1srI2epN2lSxd89913AIATJ04gOzsbQ4cONR+/dOlSnWGtO1EoFIiOjkZaWpq5zGAwIC0trcG5TLGxsRb1AVjMfYqIiEBAQIBFHY1Gg3379t12ftSRI0cglUrh5+fXpHsg28kxr4HEJ9jE0CPECwBwKNv4i09F7bLZpjWQPGof9ddU2tf8AyKixmh0D9LMmTMxfvx4/PDDDzhx4gRGjhxpsb3I1q1b0b9//yYHkJycjEmTJqFv377o378/li1bhvLyciQlJQEAJk6ciODgYCxevBiAcShv8ODBeO+99zBq1Chs3LgRBw8exOrVqwEAEokEM2bMwKJFixAZGYmIiAjMmTMHQUFBSEhIAGCc6L1v3z4MHToU7u7uSE9PxyuvvII//elP8Pb2bvI9kG2YnmJjgiSOmIg2AIDfr5SgpFKHytoeJOfaBMnTufYptio+xUZEjqfRCdKjjz6KrVu34vvvv8fw4cPrrBnk4uKCF154ockBjBs3Dvn5+Zg7dy7UajWioqKQkpJi7o3Kzs62WHhywIAB2LBhA2bPno3XX38dkZGR2LJlC7p3726uM3PmTJSXl2PatGkoLi7GwIEDkZKSApXKuBqzUqnExo0b8eabb0Kr1SIiIgKvvPJKnafjSDw1egPUGmOCxEUixRHaxgXtfVxxoaAcu07nwTTC7qIwfttwZw8SETmwRidIa9aswZgxYxpcBHLevHl3HcT06dMxffr0eo/t2rWrTlliYiISExMbvJ5EIsGCBQuwYMGCeo/36dMHe/fuvatYqXnklmqhNwiQyyTwdas794uax6BIH1woKMf2Ezfm/TnL2YNERI6v0XOQ/vOf/yA0NBQDBgzA22+/jVOnTtkyLmrlTPOPAj2dIZVKRI6m9YoONw6zZVwyzkNSOkkhq/33YA8SETmyRidIO3bswLVr1/DCCy8gIyMDMTExiIyMxF//+lfs3r0bBgP3YyLryeEmtS1CpJ8bAJiHO00TtAHAQ8UeJCJyXE3aasTb2xt/+tOf8MUXX6CgoAAffPABKisr8dRTT8HPzw8TJ07El19+ifLyclvFS63EVT7B1iJE+Lji5g48U68RAHg6G/9ewh4kInJAd70Xm0KhwMMPP4yPPvoIly9fRkpKCsLDw7Fw4cIGV6MmaixTDxInaItLJZchrO2NbUTcVU51/l7KHiQickBW2wG0b9++6Nu3LxYsWGB3+7JQy2PaRZ4Jkvg6+Lohq8DYK3xzgmTqQdJU6WAwCJwrRkQOpdEJUkNPhN1MIpFgzpw5drWiJrVMXAOp5Yj0d8NPp4xPsXncNMRmmoNkEIDy6hqL4TciInvX6ATpzTffRFBQEPz8/Cy2HLmZKUEiuldcRbvlME3UBiznIKnkMjhJBNQIEmiqmCARkWNpdII0YsQI7NixA3379sWf//xnjB492mIBRyJr0VTpUKo1zmvhU2zii/RzN//95iE2AHB2Akp1QEmFjsOhRORQGp3h/PDDDzh//jxiYmLw6quvIjg4GH//+99x+vRpW8ZHrZBp/pG3i9y8ajOJp+NNPUj5ZVqLYy61/zyaKs47JCLH0qQuoKCgIMyaNQunT5/Gpk2bkJeXh379+uGBBx5AZWWlrWKkVsb8BJs3eyRaAmeFDM8N7gAAeDQq2PJY7bJIfNSfiBzNXf963q9fP1y8eBEnT57E4cOHodPp4OzMH2h078zzjzz5eWop/v5wJzwzKAI+t2z74uwkAJBwNW0icjhNnkSUnp6OqVOnIiAgAB988AEmTZqEnJwceHh42CI+aoWu8gm2FkcikdRJjgD2IBGR42p0D9KSJUuwbt06FBQU4KmnnsIvv/yCnj172jI2aqW4SKT9cDbPQeJikUTkWBqdIL322mto164d/vjHP0IikWDdunX11uMq2nSvrlyvAMA5SPbAPEmbPUhE5GAanSD94Q9/gEQiwYkTJxqsI5FwJV26d9lFxh6kUG8XkSOhO3GWGddEY4JERI6m0QnSrl27bBgGkVFltR4FtY+St2vDBKmlM/UgcQ4SETkarvRILcrl2uE1d5UTPF24MnNL58x1kIjIQTUqQXrrrbdQUVHRqAvu27cPP/zwwz0FRa3X5SLj54y9R/bBmT1IROSgGpUgnTx5EmFhYXjhhRewbds25Ofnm4/V1NTg999/x0cffYQBAwZg3LhxcHd3v83ViBqWXZsgcf6RfXAxz0HiU2xE5FgaNQdp/fr1OHr0KFauXIknn3wSGo0GMpkMSqXS3LPUu3dvPPPMM5g8eTJUKu6fRXfnsmmCdhs+wWYP2INERI6q0ZO0e/XqhU8//RSffPIJfv/9d1y6dAmVlZXw8fFBVFQUfHx8bBkntRLZHGKzK6aFIit1elTXGKBw4rRGInIMTd5qRCqVIioqClFRUTYIh1o70xpIIUyQ7ILzTd9BNFW6elfbJiKyR/x1j1oMQRDYg2RnpBLATWnMkrgWEhE5EiZI1GIUlVejoloPgNuM2BMPVW2CxO1GiMiBMEGiFsPUexTgoYJKLhM5GmosD2fjelWcqE1EjoQJErUYl6/zCTZ7ZO5BYoJERA7krhOkc+fO4ccff0RlpfGHmiAIVguKWqfLXAPJLnmyB4mIHFCTE6TCwkLExcXhvvvuw8iRI3Ht2jUAwJQpU/DXv/7V6gFS63GxoBwA0K4tEyR74m6eg8QEiYgcR5MTpFdeeQVOTk7Izs6Gi8uNH2Tjxo1DSkqKVYOj1iWrNkFq7+smciTUFOxBIiJH1OR1kLZv344ff/wRISEhFuWRkZG4dOmS1QKj1ueCKUHycRU5EmoKcw8StxshIgfS5B6k8vJyi54jk6KiIiiVXCSO7k5xRTWKyqsBABFMkOwKJ2kTkSNqcoI0aNAgrF+/3vxaIpHAYDBgyZIlGDp0qFWDo9bDNLwW4KGCq7LJHZskItMQG+cgEZEjaXKCtGTJEqxevRojRoxAdXU1Zs6cie7du2P37t14++237yqIDz/8EOHh4VCpVIiJicH+/ftvW3/z5s3o3LkzVCoVevToga1bt1ocFwQBc+fORWBgIJydnREXF4ezZ8/Wey2tVouoqChIJBIcOXLkruKne3ch35ggsffI/piG2DgHiYgcSZMTpO7du+PMmTMYOHAgxo4di/Lycjz22GM4fPgwOnTo0OQANm3ahOTkZMybNw+HDh1Cr169EB8fj7y8vHrr79mzBxMmTMCUKVNw+PBhJCQkICEhAcePHzfXWbJkCVasWIFVq1Zh3759cHV1RXx8PKqqqupcb+bMmQgKCmpy3GRdmWoNACDSnxO07Y25B4kJEhE5kCYnSNnZ2fDw8MAbb7yBL774Alu3bsWiRYsQGBiI7OzsJgewdOlSTJ06FUlJSejatStWrVoFFxcXrFmzpt76y5cvx8MPP4xXX30VXbp0wcKFC9GnTx+sXLkSgLH3aNmyZZg9ezbGjh2Lnj17Yv369cjJycGWLVssrrVt2zZs374d7777bpPjJuv6/UoJAKB7sKfIkVBTebAHiYgcUJMne0RERODatWvw8/OzKC8sLERERAT0en2jr1VdXY2MjAzMmjXLXCaVShEXF4f09PR6z0lPT0dycrJFWXx8vDn5ycrKglqtRlxcnPm4p6cnYmJikJ6ejvHjxwMAcnNzMXXqVGzZsqXeSee30mq10Gq15tcajbHHQ6fTQaez3g8G07Wsec2WzmAQcDzHmCB18Xe1yb23xna1NVNbujhJABj3YquuroZEIhEzLLvHz6ptsF2tz17btLHxNjlBEgSh3m+AZWVlUKlUTbpWQUEB9Ho9/P39Lcr9/f2RmZlZ7zlqtbre+mq12nzcVNZQHUEQMHnyZDz33HPo27cvLl68eMdYFy9ejPnz59cp3759e6MSrKZKTU21+jVbqrxKoFzrBLlEwNmMX3DBhj9fW1O7NpcDe3YDcILeIODr77dBxW30rIKfVdtgu1qfvbVpRUVFo+o1OkEy9dpIJBLMmTPHIinQ6/XYt28foqKimhalSD744AOUlpZa9FzdyaxZsyx6rjQaDUJDQzF8+HB4eHhYLTadTofU1FQMGzYMcrncatdtyb77/Rpw5Bi6hXhhzKgYm7xHa2xXWzO16aj4OLyR8TN0egH3DxqKIC/upXcv+Fm1Dbar9dlrm5pGgO6k0QnS4cOHARh7X44dOwaFQmE+plAo0KtXL/ztb39rUpA+Pj6QyWTIzc21KM/NzUVAQEC95wQEBNy2vunP3NxcBAYGWtQxJXA7duxAenp6nXWb+vbti6eeegqfffZZnfdVKpX1rvMkl8tt8sGw1XVbopPXygAAPUO8bH7Praldm4tCoUBbVyXUmipcrzIgjO1rFfys2gbb1frsrU0bG2ujE6SdO3cCAJKSkrB8+XKr9JooFApER0cjLS0NCQkJAACDwYC0tDRMnz693nNiY2ORlpaGGTNmmMtSU1MRGxsLwDhHKiAgAGlpaeaESKPRYN++fXj++ecBACtWrMCiRYvM5+fk5CA+Ph6bNm1CTIxtejCoYceucoK2vQvyUkGtqUJOcSWiQr3EDoeI6J41eQ7S2rVrrRpAcnIyJk2ahL59+6J///5YtmwZysvLkZSUBACYOHEigoODsXjxYgDAyy+/jMGDB+O9997DqFGjsHHjRhw8eBCrV68GYBwCnDFjBhYtWoTIyEhERERgzpw5CAoKMidh7dq1s4jBzc34aHmHDh3qbKFCtmUwCDiRY+zu7MEEyW4FeTnjUHYxcoorxQ6FiMgq7mrJ4oMHD+KLL75AdnY2qqurLY599dVXTbrWuHHjkJ+fj7lz50KtViMqKgopKSnmSdbZ2dmQSm+sRjBgwABs2LABs2fPxuuvv47IyEhs2bIF3bt3N9eZOXMmysvLMW3aNBQXF2PgwIFISUlp8iRysr2LheUo09ZA6SRFpB/XQLJXwbXzjq4yQSIiB9HkBGnjxo2YOHEi4uPjsX37dgwfPhxnzpxBbm4uHn300bsKYvr06Q0Oqe3atatOWWJiIhITExu8nkQiwYIFC7BgwYJGvX94eDgEQWhUXbIu0/Ba1yAPOMmavCwXtRCmidnsQSIiR9Hkn0j//Oc/8f777+O7776DQqHA8uXLkZmZiT/+8Y91hq6I7uRY7QKRHF6zb6YE6VpJ3dXqiYjsUZMTpPPnz2PUqFEAjJOsy8vLIZFI8Morr5jnARE1FidoO4YgL+PwNXuQiMhRNDlB8vb2RmlpKQAgODjYvAdacXFxoxdfIgI4QduRmOYgFZRVo6K6RuRoiIjuXZMTpD/84Q/mVTMTExPx8ssvY+rUqZgwYQIeeughqwdIjutSUQUnaDsILxcFfN2N64SdulYqcjRERPeuyZO0V65ciaoq4zyDN954A3K5HHv27MHjjz+O2bNnWz1Aclwna3uPOge4c4K2A+ge5IGdp/NxIqcE0WHeYodDRHRPmpwgtWnTxvx3qVSK1157zfy6spLzD6jxTl678QQb2b/uwZ7YeTofx2vnlRER2TOr/Nqu1WqxdOlSREREWONy1EqYepC6BjJBcgTdgozzyI5fbdw+R0RELVmjEyStVotZs2ahb9++GDBgALZs2QLAuLJ2REQE3n//fbzyyiu2ipMckGmuShcmSA6he7Dx3/FMbim0NXqRoyEiujeNHmKbO3cuPvnkE8TFxWHPnj1ITExEUlIS9u7di6VLlyIxMREymcyWsZID0VTpoNYY57J1CnAXORqyhmAvZ3i5yFFcocMZdRl6hPDJRCKyX41OkDZv3oz169fjkUcewfHjx9GzZ0/U1NTg6NGjkEgktoyRHJBpvRwvFzncVfazCzQ1TCKRoHuQJ349V4ATOSVMkIjIrjV6iO3KlSuIjo4GAHTv3h1KpRKvvPIKkyO6K9eKjb1HgZ7OIkdC1nSfv7E38ExumciREBHdm0YnSHq9HgqFwvzayckJbm5cu4buTk6JsQcpyJMbCDuS+/yN3xPO5nEtJCKyb40eYhMEAZMnT4ZSaVwMrqqqCs899xxcXV0t6n311VfWjZAckrkHyYsJkiOJrO1BOsseJCKyc41OkCZNmmTx+k9/+pPVg6HWw9SDxCE2x9KxdkV0taYKmiodPDi/jIjsVKMTpLVr19oyDmpl1LW7vgexB8mheDrLEeChglpThbO5ZVxRm4jsFvd3IFFcK+EkbUcVWTsP6RznIRGRHWOCRM1OEATzY/6BnKTtcCL9+CQbEdk/JkjU7K5X6KCtMQAAApggORxTD9KZXPYgEZH9YoJEzc7Ue+TjpoDSiauvO5r7zENs7EEiIvvFBImaHecfObaOtUNs10qMT7IREdmjRj/FdrOzZ89i586dyMvLg8FgsDg2d+5cqwRGjsu0BxuH1xyTp7Mc/h5K5Gq0OJdXhj7t+CQbEdmfJidIn376KZ5//nn4+PggICDAYqsRiUTCBInuqKBUCwDwdVeKHAnZyn3+7sjVaHE2t5QJEhHZpSYnSIsWLcI//vEP/P3vf7dFPNQKFJQZEyQfNyZIjqqjnxt+OVvAJ9mIyG41eQ7S9evXkZiYaItYqJUoLKsGYJykTY6pS4AHAOD41RKRIyEiujtNTpASExOxfft2W8RCrQR7kBxfn9oVtI9cLkZ1jeEOtYmIWp4mD7F17NgRc+bMwd69e9GjRw/I5ZZ7Lf3lL3+xWnDkmEwJUltX9iA5qg6+rvB2keN6hQ4nckrQm/OQiMjONDlBWr16Ndzc3PDzzz/j559/tjgmkUiYINEdmYfYOEnbYUkkEkSHeeOnU3nIuHSdCRIR2Z0mJUiCIGDXrl3w8/ODszPXsKGmq9LpUaqtAQD4uDJBcmTRYW3w06k8HLx4Hc8MEjsaIqKmadIcJEEQEBkZiStXrtgqHnJwheXG3iOFTAoP57tahovsRN9wY6/RwUtFEARB5GiIiJqmSQmSVCpFZGQkCgsLbRUPOTjTGkht3RQWa2iR4+kR7AmFTIqCsmpcKqwQOxwioiZp8lNsb731Fl599VUcP37cFvGQgzNP0OYj/g5PJZehe7Dxcf8DF4tEjoaIqGmaPMYxceJEVFRUoFevXlAoFHXmIhUV8RshNezGGkicf9Qa3N++LQ5lF+PXcwVI7BsqdjhERI3W5B6kZcuWYfXq1VizZg1WrVqF999/3+Lrbnz44YcIDw+HSqVCTEwM9u/ff9v6mzdvRufOnaFSqdCjRw9s3brV4rggCJg7dy4CAwPh7OyMuLg4nD171qLOI488gnbt2kGlUiEwMBBPP/00cnJy7ip+arx88yP+TJBagyGd/AAAu8/kQ2/gPCQish9N7kGaNGmSVQPYtGkTkpOTsWrVKsTExGDZsmWIj4/H6dOn4efnV6f+nj17MGHCBCxevBijR4/Ghg0bkJCQgEOHDqF79+4AgCVLlmDFihX47LPPEBERgTlz5iA+Ph4nT56ESmXcIHXo0KF4/fXXERgYiKtXr+Jvf/sbnnjiCezZs8eq90eWbjzizyG21qBPOy+4q5xwvUKHo1eKuS8bEdmNJvcgZWdn3/arqZYuXYqpU6ciKSkJXbt2xapVq+Di4oI1a9bUW3/58uV4+OGH8eqrr6JLly5YuHAh+vTpg5UrVwIw9h4tW7YMs2fPxtixY9GzZ0+sX78eOTk52LJli/k6r7zyCu6//36EhYVhwIABeO2117B3717odLom3wM1nmkOki+H2FoFJ5kUgyJ9AAC7TueLHA0RUeM1uQcpPDz8tk8f6fX6Rl+ruroaGRkZmDVrlrlMKpUiLi4O6enp9Z6Tnp6O5ORki7L4+Hhz8pOVlQW1Wo24uDjzcU9PT8TExCA9PR3jx4+vc82ioiJ8/vnnGDBgQJ2VwU20Wi20Wq35tUajAQDodDqrJlWmazlqopZfWgUA8FLJmvUeHb1dxdDYNh3UsS22HlPjuyNX8dygMMhlTf69rFXhZ9U22K7WZ69t2th4m5wgHT58uM4bHT58GEuXLsU//vGPJl2roKAAer0e/v7+FuX+/v7IzMys9xy1Wl1vfbVabT5uKmuojsnf//53rFy5EhUVFbj//vvx/fffNxjr4sWLMX/+/Drl27dvh4uLS4Pn3a3U1FSrX7MluHhNBkCC8yePYmvOkWZ/f0dtVzHdsU1rAFcnGbIKKzBr7Y94MIhzkRqDn1XbYLtan721aUVF45YdaXKC1KtXrzplffv2RVBQEN555x089thjTb2kaF599VVMmTIFly5dwvz58zFx4kR8//339faQzZo1y6LnSqPRIDQ0FMOHD4eHh4fVYtLpdEhNTcWwYcMa7M2yZ/N/3wlAhxFDB6JLoHuzva+jt6sYmtKmQvAVvL7lJLZeccKkEf3RI9izmaK0P/ys2gbb1frstU1NI0B3YrWljDt16oQDBw406RwfHx/IZDLk5uZalOfm5iIgIKDecwICAm5b3/Rnbm4uAgMDLepERUXVeX8fHx/cd9996NKlC0JDQ7F3717ExsbWeV+lUgmlsu68GblcbpMPhq2uKya9QcD1CmPXZoC3iyj354jtKrbGtOmEmHD8fLYQP57IxaKtp/G/5wdwodA74GfVNtiu1mdvbdrYWJs8GUCj0Vh8lZSUIDMzE7Nnz0ZkZGSTrqVQKBAdHY20tDRzmcFgQFpaWr1JCgDExsZa1AeM3Xum+hEREQgICLCoo9FosG/fvgavaXpfABbzjMi6isqrIQiARAK0ceFTbK2JRCLBwoTuUDpJzesiERG1ZE3uQfLy8qrzm58gCAgNDcXGjRubHEBycjImTZqEvn37on///li2bBnKy8uRlJQEwLgwZXBwMBYvXgwAePnllzF48GC89957GDVqFDZu3IiDBw9i9erVAIzfiGfMmIFFixYhMjLS/Jh/UFAQEhISAAD79u3DgQMHMHDgQHh7e+P8+fOYM2cOOnTocNskiu5NYbkx+fR2UcCJE3VbHT93FSb0b4d1ey7iP3svYVCkr9ghERE1qMkJ0s6dOy1eS6VS+Pr6omPHjnByavqI3bhx45Cfn4+5c+dCrVYjKioKKSkp5knW2dnZkEpv/DAdMGAANmzYgNmzZ+P1119HZGQktmzZYl4DCQBmzpyJ8vJyTJs2DcXFxRg4cCBSUlLMayC5uLjgq6++wrx581BeXo7AwEA8/PDDmD17dr3DaGQdBaWmVbTZe9Raje8finV7LmJHZh6ul1fD25WfBSJqmZqc0QwePNjqQUyfPh3Tp0+v99iuXbvqlCUmJiIxMbHB60kkEixYsAALFiyo93iPHj2wY8eOu4qV7l4BV9Fu9ToHeKBroAdOXtPg+2PX8PT9YWKHRERUryaPcxQWFpr/fvnyZcydOxevvvoqdu/ebdXAyPGYEiQfdyZIrdljfYIBAF8fuiJyJEREDWt0gnTs2DGEh4fDz88PnTt3xpEjR9CvXz+8//77WL16NR588EGLlaqJblVQu81IWw6rtGpjegUBAA5fLkZRebXI0RAR1a/RCdLMmTPRo0cP7N69G0OGDMHo0aMxatQolJSU4Pr163j22Wfx1ltv2TJWsnOFpm1G2IPUqvl7qNA5wB2CAD7NRkQtVqMTpAMHDuAf//gHHnjgAbz77rvIycnBCy+8AKlUCqlUipdeeqnB1a+JgJuG2DhJu9X7w33GJ9h2n+H+bETUMjU6QSoqKjIvwujm5gZXV1d4e9/Ymdvb2xulpaXWj5Acxo0hNvYgtXZ/qH3E/5ez+RAEbj1CRC1PkyZp37r+EVfCpaYo5CRtqtU33BsquRS5Gi1O5/IXKyJqeZr0mP/kyZPN6wRVVVXhueeeg6urKwCuQE23JwgCJ2mTmUouw/3t22LX6XzsPpOPzgHW28+QiMgaGp0gTZo0yeL1n/70pzp1Jk6ceO8RkUMq1dagWm/czsXHjT1IZBxm23U6H7tO52PaHzqIHQ4RkYVGJ0hr1661ZRzk4ApKjT2MrgoZnBUykaOhlmBoZz8s+P4kDlwsQpm2Bm5Kq+2dTUR0z7ghFjUL0/Aa5x+RSYSPKyJ8XKHTC/j1LJ9mI6KWhQkSNQvzBG0Or9FNhnbyAwDsyMwTORIiIktMkKhZ3NiHjRO06YYHOxsTpJ2n82Ew8HF/Imo5mCBRs+AQG9Wnf0QbuCpkyC/V4kSORuxwiIjMmCBRszCvos0eJLqJwkmKgZE+AIDF206horpG5IiIiIyYIFGzKOAikdSAlx6MhKtChj3nCzF25W/m+WpERGJigkTNotA0xMZJ2nSL7sGeWD+lP/zclTibV4bF27inIxGJjwkSNQtO0qbbiQ5rg0+ejgYAfJlxBceulIgcERG1dkyQqFkUcpI23UHvdt5IiAoCAHyw46zI0RBRa8cEiWyuSqdHqdY4+dbHlQkSNWz6gx0hkQDbT+bi1DU+1UZE4mGCRDZXWG7sPZLLJPBw5nYS1LCOfu4Y2T0QAPDhznMiR0NErRkTJLI50z5sbV2VkEgkIkdDLd2LQzsCAH44dg3n8spEjoaIWismSGRzNx7x5wRturOuQR6I6+IPQQA+Yi8SEYmECRLZHB/xp6Z66UFjL9K3R3OgLqkSORoiao2YIJHN5ZUaf8AxQaLG6hXqhb5h3qgxCPjuaI7Y4RBRK8QEiWzuanElACDYy1nkSMiejOllfOR/+0m1yJEQUWvEBIls7sp1Y4IU4s0EiRpvWFd/AMDBS9eRX8rtR4ioeTFBIpu7kSC5iBwJ2ZMgL2f0DPGEIABpp3LFDoeIWhkmSGRTBoOAq+xBors0vLYXaftJJkhE1LyYIJFN5ZdpUa03QCaVINBTJXY4ZGce7GxMkPacL0CVTi9yNETUmjBBIpu6cr0CABDgoYKTjB83apouge7wcVOiSmfA8avcwJaImg9/YpFNcYI23QuJRIJeIZ4AgGNMkIioGbWIBOnDDz9EeHg4VCoVYmJisH///tvW37x5Mzp37gyVSoUePXpg69atFscFQcDcuXMRGBgIZ2dnxMXF4ezZG7uDX7x4EVOmTEFERAScnZ3RoUMHzJs3D9XV1Ta5v9aME7TpXnUPZoJERM1P9ARp06ZNSE5Oxrx583Do0CH06tUL8fHxyMvLq7f+nj17MGHCBEyZMgWHDx9GQkICEhIScPz4cXOdJUuWYMWKFVi1ahX27dsHV1dXxMfHo6rKuGBhZmYmDAYDPvnkE5w4cQLvv/8+Vq1ahddff71Z7rk1MQ2xsQeJ7laP2gSJQ2xE1JxET5CWLl2KqVOnIikpCV27dsWqVavg4uKCNWvW1Ft/+fLlePjhh/Hqq6+iS5cuWLhwIfr06YOVK1cCMPYeLVu2DLNnz8bYsWPRs2dPrF+/Hjk5OdiyZQsA4OGHH8batWsxfPhwtG/fHo888gj+9re/4auvvmqu2241OMRG96pH7RDbubwyVFZzojYRNQ9RE6Tq6mpkZGQgLi7OXCaVShEXF4f09PR6z0lPT7eoDwDx8fHm+llZWVCr1RZ1PD09ERMT0+A1AaCkpARt2rS5l9uhenCIje6Vn7sSPm5KGATg5DWN2OEQUSvhJOabFxQUQK/Xw9/f36Lc398fmZmZ9Z6jVqvrra9Wq83HTWUN1bnVuXPn8MEHH+Ddd99tMFatVgut9sZqvhqN8Ru1TqeDTqdr8LymMl3LmtcUi8Eg3HiKzV0u6j05Uru2FM3Zpt2C3PHzGS2OZhehZ5Cbzd9PTPys2gbb1frstU0bG6+oCVJLcPXqVTz88MNITEzE1KlTG6y3ePFizJ8/v0759u3b4eJi/d6R1NRUq1+zuZVUAzq9E6QQcHjPTvwuETsix2jXlqY52lRVLgUgRcr+k2hbdPyO9R0BP6u2wXa1Pntr04qKikbVEzVB8vHxgUwmQ26u5Sq5ubm5CAgIqPecgICA29Y3/Zmbm4vAwECLOlFRURbn5eTkYOjQoRgwYABWr15921hnzZqF5ORk82uNRoPQ0FAMHz4cHh4et7/RJtDpdEhNTcWwYcMgl8utdl0xZFy6DmQcQKCXM8aM+oOosThSu7YUzdmmilN5+HHDEZRIPTBy5ACbvpfY+Fm1Dbar9dlrm5pGgO5E1ARJoVAgOjoaaWlpSEhIAAAYDAakpaVh+vTp9Z4TGxuLtLQ0zJgxw1yWmpqK2NhYAEBERAQCAgKQlpZmTog0Gg327duH559/3nzO1atXMXToUERHR2Pt2rWQSm8/HUupVEKpVNYpl8vlNvlg2Oq6zelcgXH+UQc/9xZzL47Qri1Nc7Rpn/C2AICzeWUorRbQxlVh0/drCfhZtQ22q/XZW5s2NlbRn2JLTk7Gp59+is8++wynTp3C888/j/LyciQlJQEAJk6ciFmzZpnrv/zyy0hJScF7772HzMxMvPnmmzh48KA5oZJIJJgxYwYWLVqEb7/9FseOHcPEiRMRFBRkTsKuXr2KIUOGoF27dnj33XeRn58PtVrd4BwlarriimpsO34NANAj2Ho9bNQ6+Xuo0DnAHQYB+PlM/UuAEBFZk+hzkMaNG4f8/HzMnTsXarUaUVFRSElJMU+yzs7OtujdGTBgADZs2IDZs2fj9ddfR2RkJLZs2YLu3bub68ycORPl5eWYNm0aiouLMXDgQKSkpEClMu4FlpqainPnzuHcuXMICQmxiEcQhGa4a8d2uagCj328B/mlWkgkwIOd/cQOiRzAQ138kKkuRdqpPDzaO+TOJxAR3QPREyQAmD59eoNDart27apTlpiYiMTExAavJ5FIsGDBAixYsKDe45MnT8bkyZPvJlRqhHV7LiK/VIsQb2e89VhPRIdx+QS6dw918ceHO8/j5zP50OkNkHNvPyKyIX6HIas7kWNc8fgvD0ViYKSPyNGQo+gV4oW2rgqUVtVgf1aR2OEQkYNjgkRWJQgCTuYYnxDoFsS5R2Q9MqkEcV2MQ+8/HLsmcjRE5OiYIJFV5ZRUQVNVAyepBB39HHtBP2p+o3sZl+7YduwadHqDyNEQkSNjgkRWZeo96ujnBqWTTORoyNHEtm+Ltq4KXK/QYc/5QrHDISIHxgSJrMqUIHUN5PAaWZ+TTIoRPYyLwX5/NEfkaIjIkTFBIqs6VbuZaFfOPyIbGdMzCACQckINbY1e5GiIyFExQSKrMu22zh4kspV+4W3g76FEaVUNfjlTIHY4ROSgmCCR1ZRW6ZBdZNwEsAsTJLIRqVSCUT2MvUjf/c5hNiKyDSZIZDWZ6lIAQKCnCt6tYK8sEo/pabbUk7nQVOlEjoaIHBETJLKaI9nFAIBuQZ7iBkIOr3eoFyL93FBRrcfne7PFDoeIHBATJLKa/ReNqxv3C/cWORJydBKJBNP+0B4AsOa3LFTpOFmbiKyLCRJZhSAIOGhKkCK49xrZ3tioYAR6qpBfqsXmg5fFDoeIHAwTJLKK8/nluF6hg9JJiu4cYqNmoHCS4rnBHQAAb23LxPGrJSJHRESOhAkSWcWB2t6jqFAvKJz4saLm8WRMO8S2b4vyaj0mrdmPiwXlYodERA6CP8nIKkwJUn8Or1EzksukWD0xGl0DPVBYXo1FP5wSOyQichBMkMgqTAlS33AmSNS83FVyrJgQBQDYeToPuZoqcQMiIofABInumbqkCpeLKiGVAH3aeYkdDrVCHf3c0TfMG3qDgC8zrogdDhE5ACZIdM8OXjL2HnUJ9IC7Si5yNNRajesXCgD44uBlCIIgcjREZO+YINE9O5BlWv+Iw2sknlE9A+GikOFSYQUOXy4WOxwisnNMkOieHbh4HQDQlwtEkohcFE6I7xYAAPj2CPdoI6J7wwSJ7ommSodTag0A9iCR+B6JMm5i+/3vOajRG0SOhojsGRMkuieHLl2HIADt2rjA30MldjjUyg3s6IM2rgoUlFVjz/lCscMhIjvGBInuScal2uG1MA6vkfjkMilG9QgEAHzDYTYiugdMkOieHKmdDNubCRK1EGNrh9l+PKHmJrZEdNeYINFdMxiEGwlSqJeosRCZ9GnnjWAvZ5Rpa7AjM0/scIjITjFBort2oaAcpVU1UDpJ0SnAXexwiAAAUqnEPFn7832XRI6GiOwVEyS6a8euFgMAegR7Qi7jR4lajif7t4NcJsFv5wqx+0y+2OEQkR3iTzW6a1kFFQCASH/2HlHLEtrGBU/fHw4AWLwtE3oDV9YmoqZhgkR37XKRMUFq18ZF5EiI6nrpwY7wUDnh1DUN1qdfFDscIrIzTJDormXXJkihbZxFjoSoLm9XBV4b0QUA8O6Pp3GtpFLkiIjInjBBoruWzR4kauHG9wtFdJg3yqv1mPvNCW5iS0SNxgSJ7kpltR75pVoATJCo5ZJKJfjnoz3gJJUg9WQuth1Xix0SEdkJ0ROkDz/8EOHh4VCpVIiJicH+/ftvW3/z5s3o3LkzVCoVevToga1bt1ocFwQBc+fORWBgIJydnREXF4ezZ89a1PnHP/6BAQMGwMXFBV5eXta+pVbhynVj75G7ygmeznKRoyFqWKcAdzw/pAMAYO43J1BcUS1yRERkD0RNkDZt2oTk5GTMmzcPhw4dQq9evRAfH4+8vPoXd9uzZw8mTJiAKVOm4PDhw0hISEBCQgKOHz9urrNkyRKsWLECq1atwr59++Dq6or4+HhUVVWZ61RXVyMxMRHPP/+8ze/RUV0qrJ1/5O0CiUQicjREtzf9wY7o4OuKgjIt/vHDKbHDISI7IGqCtHTpUkydOhVJSUno2rUrVq1aBRcXF6xZs6be+suXL8fDDz+MV199FV26dMHChQvRp08frFy5EoCx92jZsmWYPXs2xo4di549e2L9+vXIycnBli1bzNeZP38+XnnlFfTo0aM5btMhXaqdfxTuw+E1avmUTjK8/XhPSCTA5owrOFq7AjwRUUOcxHrj6upqZGRkYNasWeYyqVSKuLg4pKen13tOeno6kpOTLcri4+PNyU9WVhbUajXi4uLMxz09PRETE4P09HSMHz/+ruPVarXQarXm1xqNBgCg0+mg0+nu+rq3Ml3Lmte0haz8UgBAqJdzi48VsJ92tSf21qa9gt2R0CsQXx+5hqXbT+P/JvYRO6R62Vu72gu2q/XZa5s2Nl7REqSCggLo9Xr4+/tblPv7+yMzM7Pec9Rqdb311Wq1+biprKE6d2vx4sWYP39+nfLt27fDxcX6vSipqalWv6Y1HcyUApCi5Oo5bN169o71W4qW3q72yJ7atLsE+AYy/Hy2AB9u2oqIFrzGqT21qz1hu1qfvbVpRUVFo+qJliDZm1mzZln0Xmk0GoSGhmL48OHw8PCw2vvodDqkpqZi2LBhkMtb7uTn907/AqASo4fEICaijdjh3JG9tKs9sdc2PS09gS8yrmJ/hR9eHNdX7HDqsNd2benYrtZnr21qGgG6E9ESJB8fH8hkMuTm5lqU5+bmIiAgoN5zAgICblvf9Gdubi4CAwMt6kRFRd1TvEqlEkqlsk65XC63yQfDVte1Bp3egJxi46T3Dv4eLTbO+rTkdrVX9tamf4m7D18fycGeC0XIuKzB/e3bih1SveytXe0F29X67K1NGxuraJO0FQoFoqOjkZaWZi4zGAxIS0tDbGxsvefExsZa1AeMXXum+hEREQgICLCoo9FosG/fvgavSU139XolagwClE5S+LurxA6HqElCvF0wrl8oAGDp9jNcPJKI6iXqU2zJycn49NNP8dlnn+HUqVN4/vnnUV5ejqSkJADAxIkTLSZxv/zyy0hJScF7772HzMxMvPnmmzh48CCmT58OAJBIJJgxYwYWLVqEb7/9FseOHcPEiRMRFBSEhIQE83Wys7Nx5MgRZGdnQ6/X48iRIzhy5AjKysqa9f7t1alrxu7JDr5ukEr5iD/Zn+lDI6FwkmL/xSL8eq5A7HCIqAUSdQ7SuHHjkJ+fj7lz50KtViMqKgopKSnmSdbZ2dmQSm/kcAMGDMCGDRswe/ZsvP7664iMjMSWLVvQvXt3c52ZM2eivLwc06ZNQ3FxMQYOHIiUlBSoVDd6OubOnYvPPvvM/Lp3794AgJ07d2LIkCE2vmv7d/RKCQCgV6inyJEQ3Z0ATxWeimmHtb9dxNLUMxjY0YfreRGRBdEnaU+fPt3cA3SrXbt21SlLTExEYmJig9eTSCRYsGABFixY0GCddevWYd26dU0NlWr9fqUYANAzxEvUOIjuxfNDOuC/+7NxOLsY20/mIr5b/XMfiah1En2rEbIvBoOAY1eNPUg9Q9iDRPbLz12FZwa2BwC8tS0T1TUGkSMiopaECRI1yYWCcpRW1UDpJMV9/i14ERmiRnhuSAf4uCmRVVCO/+y9JHY4RNSCMEGiJjmUfR2AsfdILuPHh+ybm9IJycPuAwCs2HEWZdoakSMiopaCP+GoSQ5dMiZIfcK8RY6EyDr+2DcE7X1cUVyhYy8SEZkxQaImMfUg9WnHBIkcg5NMiheGdgQA/N8vF1BZrRc5IiJqCZggUaOVVOpwJte4VhQTJHIkY6OCEOLtjIKyamw8kC12OETUAjBBokY7crkYANCujQt83etuu0Jkr+QyKZ4f0gEA8MnPF6CtYS8SUWvHBIkazTT/KJrzj8gBPREdggAPFdSaKnyZcUXscIhIZEyQqNFuzD/yEjcQIhtQOsnw7GDjukgf7zoPnZ7rIhG1ZkyQqFH0BgFHsosB8Ak2clzj+7WDj5sCV65X4utDV8UOh4hExASJGuVsXilKtTVwUcjQiQtEkoNyVsgw7Q/GXqQlP2aipEInckREJBYmSNQohy4VAwCiQr3gxAUiyYFNGhCOjn5uKCirxuJtp8QOh4hEwp901CgZl7j+EbUOSicZ/vloDwDAxgOXsYmP/RO1SkyQqFEOZ/MJNmo9+ke0wcsPRQIAZm85jh2ZuSJHRETNjQkS3VFReTUuFJQDAHrzCTZqJV5+KBJjegVBpxfw7L8zsO3YNbFDIqJmxASJ7sjUe9TB1xVeLgqRoyFqHlKpBEv/2MucJE3/72F8c4RPthG1FkyQ6I44/4haK7lMimXjovB4nxDoDQJmbDqCv20+ijO5pWKHRkQ25iR2ANTyHeL8I2rFZFIJ3nmiJ1wUMvx77yV8mXEFX2ZcwYOd/TA2KggDOvhw6x0iB8QEiW6rRm/A0cslALhAJLVeUqkECxO647E+wVi9+wJSTqixIzMPOzLzAAD9wr3xwpCOGNLJFxKJRORoicgamCDRbWWqS1Gp08Nd5YSOvm5ih0Mkqt7tvPHxn6KRVVCOjQey8cuZApy8psGBi9eRtO4AOvq5oX9EG0SFeOG+AHd09HODm5LfZonsEf/n0m2Zhtd6t/OGVMrfjIkAIMLHFbNGdMGsEYC6pAr/+vUC/r33Es7lleFcXhk27LuxdlKItzN6hniiR7AXOge6w89diY5+blA6yUS8AyK6EyZIdFvp5wsBANGcoE1UrwBPFd4Y1RUvDOmIvRcKceRyMY5dLcHZvDLkl2px5XolrlyvxNZjavM5CicpokK80DfcG/3C2yCsrQt83ZXsbSJqQfi/kRpUrq3BrtP5AICHuviJHA1Ry+btqsCIHoEY0SPQXFZcUY2TORr8frUEx66U4Hx+GdSaKhRX6LD/YhH2XywCcN5cX+kkhY+bAiq9DEckp9E3vC2i2nkhwEMFGXtwiZoVEyRq0FeHr6JSp0eEjyu6BXmIHQ6R3fFyUWBARx8M6OhjLhMEAVkF5Th48Tr2XyzCkcvFUJdUoUxbA22NAVeLqwBIcH7PJazdcwmA8Uk6Xzcl2rgqEOHrit6hXugR7IlAT2e0cVPAVSHj5HAiK2OCRPUSBAHr91wEAEyMDeM3XyIrkUgkaO/rhva+bvhjv1BzeWW1HgVlWlwrLsc3O9KBNuE4fLkEp3NLoTcIUGuqoNZU4eQ1DX743XJVb5lUgrauCtzn746eIZ7o3c4bvUI94eum5P9dorvEBInq9eu5ApzNK4OLQobHo0PEDofI4TkrZAht44IAdzmu+QoYObIL5HI59AYB+aVa5JVWoaBMi1PXSnE4+zrO5pUhV1OFKp0BeoOAvFIt8kq1+PVcgfma7iontPd1Q3hbFwR7OaNdGxdE+rshwNMZbV0VUMk5UZyoIUyQqI6sgnL8/cvfAQB/7BsKD5Vc5IiIWi+ZVIIATxUCPFUAgAc7+5uPCYIAbY0BJZU6XCupwqlrGhzJLsbhy8YEqrSqBkcvF+Po5eJ6r+2udIKPuxJtXRXwcVOirZvxTx83BXzdVQisfV9nhQxSiQRSCeAklULhxE0YyPExQSILWQXlGL86HbkaLcLbuph3NCeilkcikUAll0Ell8HfQ4WoUC9M6N8OAFCl0+NSYQWyCsqQXVSBK9crkVVQjvN5Zcgv00KnF1CqrUGptgZZtZtRN5aPmxKhbZwR6KmCu1IOZ4UM1XoDavQGtGvjgm5BnugW5AE/D5UtbpuoWTBBIrOLBeWYsHovcjVaRPq54b/T7oe3KzenJbJHKrkMnQLc0SnAvc4xQRCgqaxBfpkWhWVaFJRVo7Bci4JSLQrKq1FQO1yXq6lCXqkWeoNgcX5BmRYFZVocvkMMPm5KDO3kixE9AhDW1hXBXs4c1iO7wQSJcL28Gjsy8/Du9tNQa6rQ0c8NG6beDx837i9F5IgkEgk8XeTwdJGjo9/tV8jXGwTUGAwQBMAgCKjSGXD1eiUuX69AfqkWZdoaVFTXQCGTQSoBzueX4USOBufzy1BQpsXmjCvYnHHFfD1/DyVcFU7IL9PCSSqBr7sSfu4qeDg7QSKRQCqRQALj0KK3iwLeLnJoawxQOkkR074tokK9IJdJUKqtQUGpFkFMushGmCC1YsevlmDNb1n47mgOdHrjb4gdfF2xYWoMN98kIgDGREUmvZGAuCiANq4K9AjxvO15ldV6HLlcjK8PX8HRyyW4fL0CFdV65Gq0ALTmetcrdDiTW9boeJykEhgEAaZOLSepBB393NDe1xWeznLU6AVU6vSo0hkQ4KnEH/uGoluQJ/ZfLMKeXAnczxagg78H3FVyXK+oRm5JFfw8VOjg68on/sgCEyQHIwgCMtWluFZSiT7tvOHlUneILOPSdby3/TT21K6SDQCdA9wxvFsAJg8IRxsOqxHRPXJWyBDboS1iO7QFYPzeVFRejcvXK1FZrYevuwJ6A8xP6JVpa8y9VAbBuFF2UUU1Sip0UMllKCjTYs/5QhSVV5vfQyWXokpnQKa6FJnq0nrj+M/ebDhJJagxCABk2HThUL31/NyVeDw6BA919sPeC4XYeTofns5y9I9og8kDwtlL1Qq1iATpww8/xDvvvAO1Wo1evXrhgw8+QP/+/Rusv3nzZsyZMwcXL15EZGQk3n77bYwcOdJ8XBAEzJs3D59++imKi4vxwAMP4OOPP0Zk5I0Jx0VFRXjppZfw3XffQSqV4vHHH8fy5cvh5tZyNmSt0umhqdShxiBAAGAwCJBIjOP6pv+sOr0BB7KKsPN0Hs7kGveBulpcCcD4m1+EjytyNVVwVTjhwS5+uHq9Ej+fMa6O7SSVYHTPQCQ9EIFeoV4i3SURtQYSiQRt3ZRoe8vQfX1zpBpiMAi4pqmCXCqBm8oJznIZckqqkHlNg0uFFSjX1sBJJoVKLoXSSYYDF4vw/e/GHnIPlRMCldUwKN2RXVQJbY0BrgoZ/DxUyCmuRF6pFh/vOo+Pd523eM8dmXnYfSYfn07sC1elE87mlmLrMTWyCsoQHeaNP9zni7C2rrhWUomU42qoNVVQOcmgqdJBIZNieDd/RIe1AWD8ng4AmkodfjyZi3xNFboEesDPQ4nKagOcZBIEeqrg7apAhVaPMm0NXJUytHVV8slBEYieIG3atAnJyclYtWoVYmJisGzZMsTHx+P06dPw86u7vcWePXswYcIELF68GKNHj8aGDRuQkJCAQ4cOoXv37gCAJUuWYMWKFfjss88QERGBOXPmID4+HidPnoRKZXyq4qmnnsK1a9eQmpoKnU6HpKQkTJs2DRs2bGjW+7/Va18fx84TMszKSENFtb7eOgonKaLbeaOqRo+TORpoawwWx5VOUgR6qnCxsALn8oxd16VVNeYNNKUSIDE6FH+Ji0Swl7Ntb4iIyEqkUkmd71nBXs4Nfh97MqYd5o7uisJyLYI8FEj9MQUjRz4AmcwJBkGAk8yYdFTXGJB2Khef78vG0SvFaO/jij/2C0VltR7vp57BnvOFiF+2GwonKS7k33jib8uRHACAr7sSxRXV5qkKN/tk9wUM6NC2diixtM6E90bdtwQI8nKGwkkKrc4AbY0B2hrjzwdvFwXauCrgopBBralChVaPEG9nhPu4ooOvGxROUmgqdSip1EFTpYNUIoGb0gkquQwGQYDeYPwSBAEyqRRyJ4l5SQfTfDCFkxQuCmObVVTrUanTo7rGACcJcOmyBBd2nodekECnN8amNwi1Q7PGr5uvJ5UAqL0ujH+FBMZyV6UTvFzk8PdQISaijfnfRywSQRCa/q9lRTExMejXrx9WrlwJADAYDAgNDcVLL72E1157rU79cePGoby8HN9//7257P7770dUVBRWrVoFQRAQFBSEv/71r/jb3/4GACgpKYG/vz/WrVuH8ePH49SpU+jatSsOHDiAvn37AgBSUlIwcuRIXLlyBUFBQXeMW6PRwNPTEyUlJfDwsN42HElr92Hn6RsLvZnWHZHUfrj0goDqWxKitq4KDO3sh+gwb4S1cUGvUC+4Kp2QXViBCwVlCPJyxoX8Mnx39Bo8XeSYMjACHXxbTk9Zc9DpdNi6dStGjhwJuZzrOlkD29Q22K62cbfteuRyMSat2Y+SSh0AQCGTYmCkD7oHeWBfVhEyLl2vHb4DokK90KedN7Q1ergqnaAuqcJ3v+egvp+yfdp5oYOvG07kaFBeXQNnuQzaGgNyio29WzKpBC4KGSqr9ebrtya9Qjyx5IleTephbKzG/vwWtQepuroaGRkZmDVrlrlMKpUiLi4O6enp9Z6Tnp6O5ORki7L4+Hhs2bIFAJCVlQW1Wo24uDjzcU9PT8TExCA9PR3jx49Heno6vLy8zMkRAMTFxUEqlWLfvn149NFH67yvVquFVntjYqFGowFg/E+n0+mafvMNeGlwBKLkagwf8gD8PV3gpnSymDho3MepAvsvXoeLQoaeIR5o5+0CqcVGlgJ0Oh0CPeQI9PAGAES0UeGhTjf2g7JmzPbAdL+t7b5tiW1qG2xX27jbdu0W4Iqvn4/B9pN5CPFyxoAObeBeu3juS0Pbo0xbg4xL1+HtokCPYI86E73/PKAd0i8UIdTbGT1DPOGmdAIgmK9xK9Pin0onKSQSCQRBQH5ZNbKLKmAQBCidZFA6SaGsHXK7XqFDUXk1yrU18PNQwlkuw5XrlbhYWIELBeUwCMYV1T1Vcng4O0EQgDJtDap0+hu9PBIJpFIJ9AbjL+ACbswFMxgEVOsNKNfWmJM2lVwGhUwKra4G5y5mIzg4GCq5E+Qy4yKiMqkEBoMA/c09VDBe6+ZcT4AAQQCE2vsu0+pRUqnDkcslOHqlBKM/+AWLE7phbNSdOy2aorGfAVETpIKCAuj1evj7+1uU+/v7IzMzs95z1Gp1vfXVarX5uKnsdnVuHb5zcnJCmzZtzHVutXjxYsyfP79O+fbt2+Hi4tLQLd6VcHfgTMZvOHObOqac9+RV4KRV392xpaamih2Cw2Gb2gbb1Tbutl0DAehLgF8u1X+8HMCV3+s/FgRArwEON3CuNcgBXM8BrgOQAmgPoL3rTRVqANw6j91Q+9UQCQBZ7detz+7ojW8U3R4ALhvLBAC3yz3uNGImB+AGDPcEvrggxekSCUouHMHWnCN3OLFpKioqGlVP9DlI9mLWrFkWPVcajQahoaEYPny4VYfYdDodUlNTMWzYMHavWxHb1frYprbBdrUNtqv12bJNxwsCLhVVILyt650rN5FpBOhORE2QfHx8IJPJkJuba1Gem5uLgICAes8JCAi4bX3Tn7m5uQgMDLSoExUVZa6Tl5dncY2amhoUFRU1+L5KpRJKZd21geRyuU3+s9nquq0d29X62Ka2wXa1Dbar9dmqTSMDbLPkTGNjFXWKuEKhQHR0NNLS0sxlBoMBaWlpiI2Nrfec2NhYi/qAscvUVD8iIgIBAQEWdTQaDfbt22euExsbi+LiYmRkZJjr7NixAwaDATExMVa7PyIiIrJPog+xJScnY9KkSejbty/69++PZcuWoby8HElJSQCAiRMnIjg4GIsXLwYAvPzyyxg8eDDee+89jBo1Chs3bsTBgwexevVqAMa1NmbMmIFFixYhMjLS/Jh/UFAQEhISAABdunTBww8/jKlTp2LVqlXQ6XSYPn06xo8f36gn2IiIiMixiZ4gjRs3Dvn5+Zg7dy7UajWioqKQkpJinmSdnZ0NqfRGR9eAAQOwYcMGzJ49G6+//joiIyOxZcsW8xpIADBz5kyUl5dj2rRpKC4uxsCBA5GSkmJeAwkAPv/8c0yfPh0PPfSQeaHIFStWNN+NExERUYsleoIEANOnT8f06dPrPbZr1646ZYmJiUhMTGzwehKJBAsWLMCCBQsarNOmTRvRF4UkIiKilolrlxMRERHdggkSERER0S2YIBERERHdggkSERER0S2YIBERERHdggkSERER0S2YIBERERHdggkSERER0S2YIBERERHdokWspG2PBEEAYNwI15p0Oh0qKiqg0Wi447QVsV2tj21qG2xX22C7Wp+9tqnp57bp53hDmCDdpdLSUgBAaGioyJEQERFRU5WWlsLT07PB4xLhTikU1ctgMCAnJwfu7u6QSCRWu65Go0FoaCguX74MDw8Pq123tWO7Wh/b1DbYrrbBdrU+e21TQRBQWlqKoKAgSKUNzzRiD9JdkkqlCAkJsdn1PTw87OoDZy/YrtbHNrUNtqttsF2tzx7b9HY9RyacpE1ERER0CyZIRERERLdggtTCKJVKzJs3D0qlUuxQHArb1frYprbBdrUNtqv1OXqbcpI2ERER0S3Yg0RERER0CyZIRERERLdggkRERER0CyZIRERERLdggtTCfPjhhwgPD4dKpUJMTAz2798vdkh2bffu3RgzZgyCgoIgkUiwZcsWsUOye4sXL0a/fv3g7u4OPz8/JCQk4PTp02KHZfc+/vhj9OzZ07zoXmxsLLZt2yZ2WA7lrbfegkQiwYwZM8QOxa69+eabkEgkFl+dO3cWOyyrY4LUgmzatAnJycmYN28eDh06hF69eiE+Ph55eXlih2a3ysvL0atXL3z44Ydih+Iwfv75Z7z44ovYu3cvUlNTodPpMHz4cJSXl4sdml0LCQnBW2+9hYyMDBw8eBAPPvggxo4dixMnTogdmkM4cOAAPvnkE/Ts2VPsUBxCt27dcO3aNfPXr7/+KnZIVsfH/FuQmJgY9OvXDytXrgRg3O8tNDQUL730El577TWRo7N/EokEX3/9NRISEsQOxaHk5+fDz88PP//8M/7whz+IHY5DadOmDd555x1MmTJF7FDsWllZGfr06YOPPvoIixYtQlRUFJYtWyZ2WHbrzTffxJYtW3DkyBGxQ7Ep9iC1ENXV1cjIyEBcXJy5TCqVIi4uDunp6SJGRnR7JSUlAIw/zMk69Ho9Nm7ciPLycsTGxoodjt178cUXMWrUKIvvr3Rvzp49i6CgILRv3x5PPfUUsrOzxQ7J6rhZbQtRUFAAvV4Pf39/i3J/f39kZmaKFBXR7RkMBsyYMQMPPPAAunfvLnY4du/YsWOIjY1FVVUV3Nzc8PXXX6Nr165ih2XXNm7ciEOHDuHAgQNih+IwYmJisG7dOnTq1AnXrl3D/PnzMWjQIBw/fhzu7u5ih2c1TJCI6K69+OKLOH78uEPOPxBDp06dcOTIEZSUlODLL7/EpEmT8PPPPzNJukuXL1/Gyy+/jNTUVKhUKrHDcRgjRoww/71nz56IiYlBWFgYvvjiC4caDmaC1EL4+PhAJpMhNzfXojw3NxcBAQEiRUXUsOnTp+P777/H7t27ERISInY4DkGhUKBjx44AgOjoaBw4cADLly/HJ598InJk9ikjIwN5eXno06ePuUyv12P37t1YuXIltFotZDKZiBE6Bi8vL9x33304d+6c2KFYFecgtRAKhQLR0dFIS0szlxkMBqSlpXEOArUogiBg+vTp+Prrr7Fjxw5ERESIHZLDMhgM0Gq1Yodhtx566CEcO3YMR44cMX/17dsXTz31FI4cOcLkyErKyspw/vx5BAYGih2KVbEHqQVJTk7GpEmT0LdvX/Tv3x/Lli1DeXk5kpKSxA7NbpWVlVn8VpOVlYUjR46gTZs2aNeunYiR2a8XX3wRGzZswDfffAN3d3eo1WoAgKenJ5ydnUWOzn7NmjULI0aMQLt27VBaWooNGzZg165d+PHHH8UOzW65u7vXmRvn6uqKtm3bcs7cPfjb3/6GMWPGICwsDDk5OZg3bx5kMhkmTJggdmhWxQSpBRk3bhzy8/Mxd+5cqNVqREVFISUlpc7EbWq8gwcPYujQoebXycnJAIBJkyZh3bp1IkVl3z7++GMAwJAhQyzK165di8mTJzd/QA4iLy8PEydOxLVr1+Dp6YmePXvixx9/xLBhw8QOjcjClStXMGHCBBQWFsLX1xcDBw7E3r174evrK3ZoVsV1kIiIiIhuwTlIRERERLdggkRERER0CyZIRERERLdggkRERER0CyZIRERERLdggkRERER0CyZIRERERLdggkRERER0CyZIROQQJk+ejISEBNHe/+mnn8Y///nPRtcvKCiAn58frly5YsOoiOhucSVtImrxJBLJbY/PmzcPr7zyCgRBgJeXV/MEdZOjR4/iwQcfxKVLl+Dm5gbAuO/fG2+8gV27dqGoqAg+Pj6Ijo7G22+/jc6dOwMw7ml1/fp1/Otf/2r2mIno9pggEVGLZ9oQFwA2bdqEuXPn4vTp0+YyNzc3c2IihmeeeQZOTk5YtWoVAECn06FLly7o1KkT5syZg8DAQFy5cgXbtm3D6NGjcf/99wMATpw4gejoaOTk5KBNmzaixU9EdXGIjYhavICAAPOXp6cnJBKJRZmbm1udIbYhQ4bgpZdewowZM+Dt7Q1/f398+umnKC8vR1JSEtzd3dGxY0ds27bN4r2OHz+OESNGwM3NDf7+/nj66adRUFDQYGx6vR5ffvklxowZYy47ceIEzp8/j48++gj3338/wsLC8MADD2DRokXm5AgAunXrhqCgIHz99dfWaywisgomSETksD777DP4+Phg//79eOmll/D8888jMTERAwYMwKFDhzB8+HA8/fTTqKioAAAUFxfjwQcfRO/evXHw4EGkpKQgNzcXf/zjHxt8j99//x0lJSXo27evuczX1xdSqRRffvkl9Hr9bWPs378/fvnlF+vcMBFZDRMkInJYvXr1wuzZsxEZGYlZs2ZBpVLBx8cHU6dORWRkJObOnYvCwkL8/vvvAICVK1eid+/e+Oc//4nOnTujd+/eWLNmDXbu3IkzZ87U+x6XLl2CTCaDn5+fuSw4OBgrVqzA3Llz4e3tjQcffBALFy7EhQsX6pwfFBSES5cu2aYBiOiuMUEiIofVs2dP899lMhnatm2LHj16mMv8/f0BAHl5eQCMk6137txpntPk5uZmnlB9/vz5et+jsrISSqWyzkTyF198EWq1Gp9//jliY2OxefNmdOvWDampqRb1nJ2dzT1YRNRyOIkdABGRrcjlcovXEonEosyU1BgMBgBAWVkZxowZg7fffrvOtQIDA+t9Dx8fH1RUVKC6uhoKhcLimLu7O8aMGYMxY8Zg0aJFiI+Px6JFizBs2DBznaKiIvj6+t7dDRKRzTBBIiKq1adPH/zvf/9DeHg4nJwa9+0xKioKAHDy5Enz3+sjkUjQuXNn7Nmzx6L8+PHjGDJkyF1GTES2wiE2IqJaL774IoqKijBhwgQcOHAA58+fx48//oikpKQGJ1v7+vqiT58++PXXX81lR44cwdixY/Hll1/i5MmTOHfuHP71r39hzZo1GDt2rLleRUUFMjIyMHz4cJvfGxE1DRMkIqJaQUFB+O2336DX6zF8+HD06NEDM2bMgJeXF6TShr9dPvPMM/j888/Nr0NCQhAeHo758+cjJiYGffr0wfLlyzF//ny88cYb5nrffPMN2rVrh0GDBtn0voio6bhQJBHRPaqsrESnTp2wadMmxMbGNvq8+++/H3/5y1/w5JNP2jA6Irob7EEiIrpHzs7OWL9+/W0XlLxVQUEBHnvsMUyYMMGGkRHR3WIPEhEREdEt2INEREREdAsmSERERES3YIJEREREdAsmSERERES3YIJEREREdAsmSERERES3YIJEREREdAsmSERERES3YIJEREREdIv/BzwFT51dSbY0AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAHHCAYAAABXx+fLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAABobUlEQVR4nO3deVhUZf8G8HtmGGbYRdkVdxRXFFTELDVZXFLJcqvXBc3KsizerDBzyX6Zpb76vpqmZVlpmmaUZijikgumgrjjrrgwLCq7wDBzfn8gUyOjDjjDYZj7c11zwTznOWe+5xH09pznnCMRBEEAERERkRWRil0AERERUU1jACIiIiKrwwBEREREVocBiIiIiKwOAxARERFZHQYgIiIisjoMQERERGR1GICIiIjI6jAAERERkdVhACKyAN9++y0kEgmuXLkidik1asCAAZg4caLYZZjM+++/j+DgYLHL0NO0aVOMGzdO7DIqee211xAWFlatdUeOHInhw4ebuCKqaxiAiO6pCBlHjhwRrYZPPvkEsbGxZv+c6uzrtWvXMHv2bHTr1g2urq5wc3ND7969sWPHjkp9ExISMH78eLRq1Qr29vZo3rw5XnrpJaSnpxv9efv378f27dvx3nvv6dp2794NiUSCjRs36vUtLS3FM888A6lUilWrVhn9GQ8zbtw4SCQSODs74+7du5WWnz9/HhKJBBKJBPPnzwcAaLVaREREoFevXujcuTMGDhyot89vvfUWjh07ht9++80kNRpSMUbGvGqry5cv46uvvsK0adP02rOysjBlyhT4+/vDzs4OHh4e6NatG9577z0UFBTo+r333nv4+eefcezYsZounSyIjdgFENHfPvnkEzz//POIjIzUax89ejRGjhwJhUIhTmEAfv31V8ybNw+RkZEYO3YsysrK8N133yEsLAyrVq1CVFSUru97772H27dvY9iwYfDz88OlS5ewZMkSbNmyBSkpKfDy8nrk533++efo27cvWrZs+dB+arUazz//PLZu3YqVK1di/Pjxj72vFWxsbFBUVITNmzdXOqKwZs0aKJVKFBcX69okEgmWLFkCPz8/CIKAoUOHYtq0afjmm28AAF5eXhgyZAjmz5+PwYMHm6zOf2rTpg2+//57vbaYmBg4Ojrigw8+qNT/7NmzkEpr1/+FFy9ejGbNmqFPnz66ttu3b6NLly7Iy8vD+PHj4e/vj1u3buH48eNYtmwZJk2aBEdHRwBA586d0aVLFyxYsADfffedWLtBtZ1ARIIgCMI333wjABAOHz5co5+r1WqFoqIiQRAEwcHBQRg7dqzZP7M6+3ry5EkhKytLr624uFjw9/cXGjVqpNe+Z88eQaPRVGoDIHzwwQeP/KyMjAzBxsZG+Oqrr/Tad+3aJQAQNmzYIAiCIJSWlgqRkZGCRCIRVqxYYfS+GGPs2LGCg4ODEB4eLkRGRlZa7ufnJzz33HMCAOHzzz83uI3BgwcL48eP12vbuHGjIJFIhIsXL5q03odp166d0KtXrxr7vMdRWloquLm5CdOnT9dr/+yzzwQAwv79+yutk5ubK9y9e1evbf78+YKDg4OQn59v1nrJctWu2E9Uy4wbNw6Ojo64ceMGIiMj4ejoCHd3d7zzzjvQaDR6fbVaLRYtWoR27dpBqVTC09MTr7zyCu7cuaPXr2nTpnjmmWewbds2dOnSBXZ2dvjyyy8hkUhQWFiI1atX605RVMzNMDQH6Ndff8XAgQPh4+MDhUKBFi1aYM6cOZXqMpV27drBzc1Nr02hUGDAgAG4fv068vPzde1PPfVUpaMKTz31FOrXr48zZ8488rN+//13lJWVITQ09IF9ysrKMHLkSPz6669YtmyZwblCu3fvRpcuXaBUKtGiRQt8+eWXmDVrVpVO/7zwwgv4448/kJOTo2s7fPgwzp8/jxdeeOGB661evRp79+7FjBkz9Nor9unXX3996Ofu3LkTUqm00vpr166FRCLBsmXLjN6Hh7l/DlDFz9q+ffvw5ptvwt3dHfXq1cMrr7yC0tJS5OTkYMyYMXB1dYWrqyveffddCIKgt01jfxcM2bdvH7Kzsyv92V+8eBEymQzdu3evtI6zszOUSqVeW1hYGAoLCxEfH1+F0SBrwgBE9AgajQYRERFo0KAB5s+fj169emHBggVYsWKFXr9XXnkFU6dOxRNPPIHFixcjKioKa9asQUREBNRqtV7fs2fPYtSoUQgLC8PixYvRqVMnfP/991AoFHjyySfx/fff4/vvv8crr7zywLq+/fZbODo6Ijo6GosXL0ZQUBBmzJiB999/3yzj8CAqlQr29vawt7d/aL+CggIUFBRUClGGHDhwAA0aNECTJk0MLi8rK8OoUaPwyy+/YOnSpQbH6ejRo+jXrx9u3bqF2bNnY8KECfjoo4+qPMdq6NChkEgk2LRpk65t7dq18Pf3R2BgoMF1fv/9d7z99tv49ddfK+2Di4sLWrRogf379z/0c59++mm89tprmDt3LpKTkwEA6enpeOONNxAaGopXX321SvtRVW+88QbOnz+P2bNnY/DgwVixYgU+/PBDDBo0CBqNBp988gl69uyJzz//vNIpt6r8LtzvwIEDkEgk6Ny5s157kyZNoNFoKn3Wg7Rt2xZ2dnaPHGeyYmIfgiKqLQydFho7dqwAQPjoo4/0+nbu3FkICgrSvd+7d68AQFizZo1ev7i4uErtTZo0EQAIcXFxlWp40CmwitouX76sa6s4bfZPr7zyimBvby8UFxdXeV+r4/z584JSqRRGjx79yL5z5swRAAgJCQmP7NuzZ0+98a1QcQqsYgyXLl36wG0MGjRIsLe3F27cuKFXr42NjWDMX30Vp8AEQRCef/55oW/fvoIgCIJGoxG8vLyE2bNnC5cvX650CmzLli2Cp6encODAgQduOzw8XGjTps0jaygsLBRatmwptGvXTiguLhYGDhwoODs7C1evXn3kuv/0sFNgTZo00fuZq/jZiIiIELRara49JCREkEgkwquvvqprKysrExo1aqS37ar8Lhjyr3/9S2jQoEGldpVKJbi7uwsABH9/f+HVV18V1q5dK+Tk5DxwW61atRL69+//0M8j68UjQERGuP9/208++SQuXbqke79hwwa4uLggLCwM2dnZuldQUBAcHR2xa9cuvfWbNWuGiIiIx6rJzs5O931+fj6ys7Px5JNPoqioCKmpqY+1bWMUFRVh2LBhsLOzw6effvrQvn/++Sdmz56N4cOH4+mnn37ktm/dugVXV9cHLs/IyICNjQ2aNWtmcLlGo8GOHTsQGRkJHx8fXXvLli3Rv3//R37+/V544QXs3r0bKpUKO3fuhEqlMnj6q7CwEEOHDoW9vT1iYmLQu3dvg0enXF1dkZ2d/cjPtbe3x7fffoszZ87gqaeewu+//47//Oc/aNy4cZX3oaomTJigd6owODgYgiBgwoQJujaZTIYuXbo81u/C/R70Z+/p6Yljx47h1VdfxZ07d7B8+XK88MIL8PDwwJw5cyqdhgOMH2eyTrwKjOgRlEol3N3d9dpcXV315jOcP38eubm58PDwMLiNzMxMvfcP+oe7Kk6dOoXp06dj586dyMvL01uWm5v72Nt/GI1Gg5EjR+L06dP4448/9ELG/VJTU/Hss8+iffv2+Oqrr4z+DEP/oFX47LPPsGjRIjz//PPYvn07nnjiCb3lmZmZuHv3rsEryB51VZkhAwYMgJOTE9avX4+UlBR07doVLVu2rHRfJgcHB5SUlDxye4IgGD0P6YknnsCkSZOwdOlSREREmPQqt4e5P2S5uLgAAHx9fSu1P87vgiEP+rP39vbGsmXL8MUXX+D8+fPYtm0b5s2bhxkzZsDb2xsvvfRSpe3U5sv9SVwMQESPIJPJHtlHq9XCw8MDa9asMbj8/gD1z6M31ZGTk4NevXrB2dkZH330EVq0aAGlUonk5GS899570Gq1j7X9R5k4cSK2bNmCNWvWPPSIzrVr1xAeHg4XFxds3boVTk5ORm2/QYMGD50w6+3tjfj4ePTs2RMDBw7Enj17EBAQUOX9MJZCocDQoUOxevVqXLp0CbNmzXqs7d25c8eouVAAUFJSgt27dwMonwhcVFT0yPlWpvCgn3tD7f8MLFX9Xbjfo/7sgfLbDbRq1QqtWrXCwIED4efnhzVr1lQKQHfu3IGfn99Dt0XWiwGIyARatGiBHTt24IknnniscGPs/1Z3796NW7duYdOmTXjqqad07ZcvX672Zxtr6tSp+Oabb7Bo0SKMGjXqgf1u3bqF8PBwlJSUICEhAd7e3kZ/hr+/P37++eeH9mnevDm2bduGXr16ISIiAnv37tX9Y+fh4QGlUokLFy5UWs9QmzFeeOEFrFq1ClKpFCNHjqzWNipcvnzZ6MA2c+ZMnDlzBvPnz8d7772H999/H//9738f6/PN6XF/F/z9/bFmzRrk5ubqjjo9TPPmzeHq6lrpJptlZWW4du2a2e63RJaPc4CITGD48OHQaDSYM2dOpWVlZWV6l1A/jIODg1F9K/4X/s//eZeWluKLL74w6nOq6/PPP8f8+fMxbdo0TJky5YH9CgsLMWDAANy4cQNbt26t8v/CQ0JCcOfOHb25JYZ06NABv//+OwoKChAWFoYbN24AKB+f0NBQxMbG4ubNm7r+Fy5cwB9//FGlWir06dMHc+bMwZIlS4y6keOD5Obm4uLFi+jRo8cj+/7111+YP38+3nrrLfz73//G1KlTsWTJEuzZs6fan29uj/u7EBISAkEQkJSUpNf+119/obCwsFL/Q4cO4datW2jdurVe++nTp1FcXGzUOJN14hEgIhPo1asXXnnlFcydOxcpKSkIDw+HXC7H+fPnsWHDBixevBjPP//8I7cTFBSEHTt2YOHChfDx8UGzZs0MPjuqR48ecHV1xdixY/Hmm29CIpHg+++/f+i8mcf1yy+/4N1334Wfnx/atGmDH374QW95WFgYPD09AQAvvvgiDh06hPHjx+PMmTN69/5xdHSsdKfr+w0cOBA2NjbYsWMHXn755Yf2DQkJwaZNmzBo0CCEhYVh7969aNCgAWbNmqWbHzRp0iRoNBosWbIE7du3R0pKSpX3XyqVYvr06VVe7347duyAIAgYMmTIQ/sVFxdj7Nix8PPzw//93/8BAGbPno3NmzcjKioKJ06cgIODw2PXY2qP+7vQs2dPNGjQADt27NA7vfr9999jzZo1ePbZZxEUFARbW1ucOXMGq1atglKprPTYjPj4eNjb21f7eWJkBUS6+oyo1nnQZfAVl0L/08yZMw1eSr1ixQohKChIsLOzE5ycnIQOHToI7777rnDz5k1dnyZNmggDBw40WENqaqrw1FNPCXZ2dgIA3eXJhi6D379/v9C9e3fBzs5O8PHxEd59911h27ZtAgBh165dVd7XR6nY5we9/vmZFZepG3o1adLEqM8bPHiw7tLzCvffCfqf1q9fL0ilUqFr165CXl6eIAiCkJCQIHTu3FmwtbUVWrRoIXz11VfCv//9b0GpVD7y8x/0Z/9Phi6Df5QRI0YIPXv2fGS/t99+W5DJZMJff/2l137kyBHBxsZGmDRpktGfWZ3L4O//2aj487//buAPGidjfhce5M033xRatmyp13b8+HFh6tSpQmBgoFC/fn3BxsZG8Pb2FoYNGyYkJydX2kZwcLDwr3/965GfRdZLIghm/C8jEVE17d27F71790ZqaqpJJ7JGRkbi1KlTOH/+vMm2aSyVSoVmzZph3bp1jzwCZM0uXboEf39//PHHH+jbt2+V109JSUFgYCCSk5PRqVMn0xdIdQIDEBHVWv3790ejRo2wcuXKaq1/9+5dvYm458+fR7t27TB27Nhqb/NxvP/++9i5cycOHTpU459taSZNmoQLFy5U61EWI0eOhFarxU8//WSGyqiuYAAisnKlpaW4ffv2Q/u4uLg89qX7YvD29sa4cePQvHlzXL16FcuWLUNJSQmOHj3Ky6OJrBwnQRNZuQMHDqBPnz4P7fPNN9/oPTDTUvTr1w8//vgjVCoVFAoFQkJC8MknnzD8EBGPABFZuzt37lS65Ph+7dq1q9J9fIiIajsGICIiIrI6vBEiERERWZ1aMQdo6dKl+Pzzz6FSqRAQEID//e9/6Nat2wP7b9iwAR9++CGuXLkCPz8/zJs3DwMGDNAtf9DjBD777DNMnTr1kfVotVrcvHkTTk5OfJAeERGRhRAEAfn5+fDx8YFU+ohjPCLdf0hn3bp1gq2trbBq1Srh1KlTwsSJE4V69eoJGRkZBvvv379fkMlkwmeffSacPn1amD59uiCXy4UTJ07o+qSnp+u9Vq1aJUgkEuHixYtG1XTt2rWH3vCNL7744osvvviqva9r16498t960ecABQcHo2vXrliyZAmA8qMvvr6+eOONN/D+++9X6j9ixAgUFhZiy5Yturbu3bujU6dOWL58ucHPiIyMRH5+PhISEoyqKTc3F/Xq1cO1a9fg7Oxcjb16MLVaje3bt+tuD0+Pj2NqHhxX0+OYmgfH1TwscVzz8vLg6+uLnJycRz5MV9RTYKWlpUhKSkJMTIyuTSqVIjQ0FImJiQbXSUxMRHR0tF5bREQEYmNjDfbPyMjA77//jtWrVxtdV8VpL2dnZ7MEIHt7ezg7O1vMD1RtxzE1D46r6XFMzYPjah6WPK7GTF8RNQBlZ2dDo9HoHqBYwdPTE6mpqQbXUalUBvurVCqD/VevXg0nJycMHTr0gXWUlJSgpKRE9z4vLw9A+R++Wq02al+MVbE9U2/XmnFMzYPjanocU/PguJqHJY5rVWqtFZOgzWnVqlV48cUXoVQqH9hn7ty5mD17dqX27du3w97e3ix1Vef27vRwHFPz4LiaHsfUPDiu5mFJ41pUVGR0X1EDkJubG2QyGTIyMvTaMzIy4OXlZXAdLy8vo/vv3bsXZ8+exfr16x9aR0xMjN5ptYpziOHh4WY5BRYfH4+wsDCLO6RYW3FMzYPjanocU/PguJqHJY5rxRkcY4gagGxtbREUFISEhARERkYCKJ8EnZCQgMmTJxtcJyQkBAkJCXjrrbd0bfHx8QgJCanU9+uvv0ZQUBACAgIeWodCoYBCoajULpfLzfaHbs5tWyuOqXlwXE2PY2oeHFfzsKRxrUqdop8Ci46OxtixY9GlSxd069YNixYtQmFhIaKiogAAY8aMQcOGDTF37lwAwJQpU9CrVy8sWLAAAwcOxLp163DkyBGsWLFCb7t5eXnYsGEDFixYUOP7RERERLWb6AFoxIgRyMrKwowZM6BSqdCpUyfExcXpJjqnpaXp3cyoR48eWLt2LaZPn45p06bBz88PsbGxaN++vd52161bB0EQMGrUqBrdHyIiIqr9RA9AADB58uQHnvLavXt3pbZhw4Zh2LBhD93myy+/jJdfftkU5REREVEdw2eBERERkdVhACIiIiKrwwBEREREVocBiIiIiKwOAxARERFZnVpxFZi1KCotQ0bOXeSUAFn5JVAqBMikEthIJXpfjXmIGxEREVUfA1AN2nM2C5PWJAOwwczkPQ/sJ7svEJV/lerey2UV7dLyr7L7+0t1/ZRyGextZbCTy2Bna/OP72VwtpPD3VEBdydbeLnYwVHBHwciIrIO/BevhinlUqjLNNAIDz7Ko9EK0GgFlNZgXQDg46JEKy8ndGxUDz1aNEDnxvWgsJHVcBVERETmxwBUg/p38Eaovxu2bt2KAQMGQCazQdm9sFOm1d77Kvz9VfOAdq0WZRrBcHvFe42AUo0WxWoNiko1uFuqwd1735e3lSGnSI2sghJk5Zcgv7gMN3OLcTO3GLvPZuG/CeehsJGibxsPPNu5EXq1coetDaeMERFR3cAAJCKpVAJbacWRIHGPtOQWqXEuMx+pqnwcuXIbBy7eQlZ+CbaeUGHrCRUaONjiheDGGB3SBB5OSlFrJSIielwMQAQAcLGXo2vT+ujatD5Gd28CQRBw6mYeYo/ewK/HbiIrvwT/23kBX+65hMjOPnizrx8audqLXTYREVG1MACRQRKJBO0buqB9Qxe8398f209n4Ot9l5F09Q5+OnIdsUdv4oXgxni9T0u4OynELpeIiKhKOKmDHslGJsWADt74eVIP/DypB3q0aIBSjRbfHriCXp/vwtJdF1BaphW7TCIiIqMxAFGVBDVxxdqJ3bHmpWAE+NZDUakGn287i0H/24ejaXfELo+IiMgoDEBULU+0dEPsaz2waEQnNHCwxdmMfAxbnohv9l+GIAhil0dERPRQDEBUbRKJBJGdG2JHdC8809EbZVoBszefxrsbj6NMw1NiRERUezEA0WNzdbDF/0Z1xoxn2kImlWBD0nW8vjYZJWUasUsjIiIyiAGITEIikWB8z2ZY9mIgbGVSbDuVgZdWH0GxmiGIiIhqHwYgMqnwdl74Nqor7G1l2Hs+G2/+eJSnw4iIqNZhACKT69HSDV+N7QJbGym2n87Auz8fh1bLidFERFR7MACRWfRo4YalLwRCJpVgU/INfLL1jNglERER6TAAkdmEtfXE/GEdAQBf7buMHw5eFbkiIiKicgxAZFbPdm6Ed8JbAQBm/nYKf57LErkiIiIiBiCqAa/3aYmhgQ2h0Qp4fU0yLmTmi10SERFZOQYgMjuJRIK5QzugW7P6yC8pw6s/JKOwpEzssoiIyIoxAFGNUNjI8MWLgfB0VuBCZgFiNp3gIzOIiEg0DEBUY9wcFborw347dhM//JUmdklERGSlGICoRnVpWh/v9/MHAPzf76dxMatA5IqIiMgaMQBRjZvQsxme9HNDsVqL6PUpUPNO0UREVMMYgKjGSaUSfP58AJyVNjh2PRdLdl4QuyQiIrIyDEAkCi8XJT5+tgMAYOmuC0hV5YlcERERWRMGIBLN4AAfhLf1RJlWQMymE3xeGBER1RgGIBLV7CHt4KiwwdG0HKz5i4/KICKimsEARKLydrHD1IjWAIDP4s5ClVssckVERGQNGIBIdP/q3gSdfOshv6QMs347JXY5RERkBRiASHQyafmjMmRSCeJOqfjAVCIiMjsGIKoV2ng7Y2xIUwDAnC2neW8gIiIyKwYgqjWm9PVDfQdbnM8swJqDnBBNRETmwwBEtYaLvRz/Dm8FAPjPjvO4U1gqckVERFRX1YoAtHTpUjRt2hRKpRLBwcE4dOjQQ/tv2LAB/v7+UCqV6NChA7Zu3Vqpz5kzZzB48GC4uLjAwcEBXbt2RVoaH75Z243s2hj+Xk7IvavGf3acE7scIiKqo0QPQOvXr0d0dDRmzpyJ5ORkBAQEICIiApmZmQb7HzhwAKNGjcKECRNw9OhRREZGIjIyEidPntT1uXjxInr27Al/f3/s3r0bx48fx4cffgilUllTu0XVJJNKMHNQOwDADwev8g7RRERkFqIHoIULF2LixImIiopC27ZtsXz5ctjb22PVqlUG+y9evBj9+vXD1KlT0aZNG8yZMweBgYFYsmSJrs8HH3yAAQMG4LPPPkPnzp3RokULDB48GB4eHjW1W/QYQlo0QP/2XtAKwP/9fkbscoiIqA4SNQCVlpYiKSkJoaGhujapVIrQ0FAkJiYaXCcxMVGvPwBERETo+mu1Wvz+++9o1aoVIiIi4OHhgeDgYMTGxpptP8j0Yvq3gVwmwd7z2dh3PlvscoiIqI6xEfPDs7OzodFo4Onpqdfu6emJ1NRUg+uoVCqD/VUqFQAgMzMTBQUF+PTTT/Hxxx9j3rx5iIuLw9ChQ7Fr1y706tWr0jZLSkpQUlKie5+XV37aRa1WQ61WP9Y+3q9ie6bebl3j7SzHC918sToxDZ9sPY1fXu0OqVRisC/H1Dw4rqbHMTUPjqt5WOK4VqVWUQOQOWi15fePGTJkCN5++20AQKdOnXDgwAEsX77cYACaO3cuZs+eXal9+/btsLe3N0ud8fHxZtluXdJKDShkMpxOz8f//RCHILeHPyyVY2oeHFfT45iaB8fVPCxpXIuKiozuK2oAcnNzg0wmQ0ZGhl57RkYGvLy8DK7j5eX10P5ubm6wsbFB27Zt9fq0adMG+/btM7jNmJgYREdH697n5eXB19cX4eHhcHZ2rvJ+PYxarUZ8fDzCwsIgl8tNuu26KNvlEv6TcAE7sx3x7gtPQGFT+awtx9Q8OK6mxzE1D46reVjiuFacwTGGqAHI1tYWQUFBSEhIQGRkJIDyIzgJCQmYPHmywXVCQkKQkJCAt956S9cWHx+PkJAQ3Ta7du2Ks2fP6q137tw5NGnSxOA2FQoFFApFpXa5XG62P3RzbrsumdirBdYcuobrd+7ip6SbGN+z2QP7ckzNg+NqehxT8+C4mocljWtV6hT9KrDo6GisXLkSq1evxpkzZzBp0iQUFhYiKioKADBmzBjExMTo+k+ZMgVxcXFYsGABUlNTMWvWLBw5ckQvME2dOhXr16/HypUrceHCBSxZsgSbN2/Ga6+9VuP7R4/H3tYGb4eV3xzxfzvPI6/Ycs5FExFR7SV6ABoxYgTmz5+PGTNmoFOnTkhJSUFcXJxuonNaWhrS09N1/Xv06IG1a9dixYoVCAgIwMaNGxEbG4v27dvr+jz77LNYvnw5PvvsM3To0AFfffUVfv75Z/Ts2bPG948e37CgRmjh7oA7RWp8ueei2OUQEVEdUCsmQU+ePPmBp7x2795dqW3YsGEYNmzYQ7c5fvx4jB8/3hTlkchsZFK8288fr3yfhK/3XcaYkKbwdOZNLYmIqPpEPwJEZIzwtp4IbFwPxWotvth1QexyiIjIwjEAkUWQSCR4J7w1AODHQ9dwI+euyBUREZElYwAii9GjpRtCmjdAqUaLJTvPi10OERFZMAYgsij/Di+/IuynI9dx9VahyNUQEZGlYgAii9KlaX30auUOjVbA4gQeBSIiouphACKLU3EUKPboDVzIzBe5GiIiskQMQGRxOjaqh/C2ntAKwH928CgQERFVHQMQWaSKu0NvPZGOcxk8CkRERFXDAEQWqY23MwZ08IIgAP/bdUnscoiIyMIwAJHFmtK3FSQSIO5UBm7wgjAiIqoCBiCyWK29nDCggzcAIO46f5SJiMh4/FeDLNpbff0gkQDHb0txOj1P7HKIiMhCMACRRfPzdMKA9l4AgCWcC0REREZiACKLN7l3c0ggIP5MJk7eyBW7HCIisgAMQGTxWno4ItBNAADeHZqIiIzCAER1QkQjLaQSIP50Bo8CERHRIzEAUZ3gaQc8c++KsCU7L4hcDRER1XYMQFRnvNqrGQAg7pQK53l3aCIieggGIKoz/Dwc0a9d+RVhX+y+KHI1RERUmzEAUZ3yep+WAIDfjt1E2q0ikashIqLaigGI6pQOjVzwVCt3aLQClu3hUSAiIjKMAYjqnMn3jgL9nHQd6bl3Ra6GiIhqIwYgqnO6NauPbk3ro1Sjxdd7L4tdDhER1UIMQFQnTerdAgDw46E05N5Vi1wNERHVNgxAVCf1auUOPw9HFJZqsO5QmtjlEBFRLcMARHWSVCrBxKeaAwC+2X8FpWVakSsiIqLahAGI6qwhnXzg7qSAKq8YW47fFLscIiKqRRiAqM5S2MgwrkdTAMCKPy9BEARxCyIiolqDAYjqtBeDG8PeVoZUVT72XcgWuxwiIqolGICoTqtnb4vhXXwBlB8FIiIiAhiAyApM6NkMUgmw93w2zqTniV0OERHVAgxAVOf51rfHgA7eAICVPApERERgACIr8fK9S+J/O3aTj8cgIiIGILIOHRvVQ3Cz+ijTClh94KrY5RARkcgYgMhqTOjZDACw7nAaitUakashIiIxMQCR1ejbxhONXO2QU6TGryk3xC6HiIhExABEVkMmlWBMSBMA5Y/H4I0RiYisFwMQWZURXRrDTl5+Y8S/Lt8WuxwiIhIJAxBZFRd7OZ4NbAgA+Hb/FXGLISIi0dSKALR06VI0bdoUSqUSwcHBOHTo0EP7b9iwAf7+/lAqlejQoQO2bt2qt3zcuHGQSCR6r379+plzF8iCVDwfbPtpFW7k8JJ4IiJrJHoAWr9+PaKjozFz5kwkJycjICAAERERyMzMNNj/wIEDGDVqFCZMmICjR48iMjISkZGROHnypF6/fv36IT09Xff68ccfa2J3yAK08nTCEy0bQCsA3yfykngiImskegBauHAhJk6ciKioKLRt2xbLly+Hvb09Vq1aZbD/4sWL0a9fP0ydOhVt2rTBnDlzEBgYiCVLluj1UygU8PLy0r1cXV1rYnfIQozr8fcl8XdLeUk8EZG1ETUAlZaWIikpCaGhobo2qVSK0NBQJCYmGlwnMTFRrz8AREREVOq/e/dueHh4oHXr1pg0aRJu3bpl+h0gi/W0vwcviScismI2Yn54dnY2NBoNPD099do9PT2RmppqcB2VSmWwv0ql0r3v168fhg4dimbNmuHixYuYNm0a+vfvj8TERMhkskrbLCkpQUlJie59Xl75AzPVajXUanW198+Qiu2ZervWrLpj+q9gX3wadw7f7L+MoZ28IJFIzFGexeLPqulxTM2D42oeljiuValV1ABkLiNHjtR936FDB3Ts2BEtWrTA7t270bdv30r9586di9mzZ1dq3759O+zt7c1SY3x8vFm2a82qOqYuZYBcKsPZjAIsXf8HmjubqTALx59V0+OYmgfH1TwsaVyLioqM7itqAHJzc4NMJkNGRoZee0ZGBry8vAyu4+XlVaX+ANC8eXO4ubnhwoULBgNQTEwMoqOjde/z8vLg6+uL8PBwODub9l9FtVqN+Ph4hIWFQS6Xm3Tb1upxxjRJcwobk2/gsswXkwd0MFOFlok/q6bHMTUPjqt5WOK4VpzBMYaoAcjW1hZBQUFISEhAZGQkAECr1SIhIQGTJ082uE5ISAgSEhLw1ltv6dri4+MREhLywM+5fv06bt26BW9vb4PLFQoFFApFpXa5XG62P3RzbttaVWdMx/Roio3JNxB3KgMzB7dDA8fKPwfWjj+rpscxNQ+Oq3lY0rhWpU7RrwKLjo7GypUrsXr1apw5cwaTJk1CYWEhoqKiAABjxoxBTEyMrv+UKVMQFxeHBQsWIDU1FbNmzcKRI0d0gamgoABTp07FwYMHceXKFSQkJGDIkCFo2bIlIiIiRNlHqr06NqqHDg1dUKrRYmPSdbHLISKiGiJ6ABoxYgTmz5+PGTNmoFOnTkhJSUFcXJxuonNaWhrS09N1/Xv06IG1a9dixYoVCAgIwMaNGxEbG4v27dsDAGQyGY4fP47BgwejVatWmDBhAoKCgrB3716DR3mI/tW9MQBg7aE0aLV8PhgRkTWoFZOgJ0+e/MBTXrt3767UNmzYMAwbNsxgfzs7O2zbts2U5VEdNyjABx//fgZXbxVh74Vs9GrlLnZJRERkZqIfASISm72tDZ4LbAQAWHOQd4YmIrIGDEBEAF4MLj8NtuNMBtJz+XwwIqK6jgGICICfpxOCm9WHVgB+PHRN7HKIiMjMGICI7nmxexMAwLpDaVBrtCJXQ0RE5sQARHRPv3ZecHO0RWZ+CRLOZDx6BSIislgMQET32NpIMbyLLwDgh4NpIldDRETmxABE9A+jujWGRALsu5CNq7cKxS6HiIjMhAGI6B9869ujZ0s3AMD6w5wMTURUVzEAEd3nhW7ll8RvSLrOydBERHUUAxDRffq28YSboy2y8kuwMzVT7HKIiMgMGICI7mNrI8VzQeV3hl53iJOhiYjqoio9C0yr1WLPnj3Yu3cvrl69iqKiIri7u6Nz584IDQ2Fr6+vueokqlEjuzbGl3suYc+5LNzIuYuG9ezELomIiEzIqCNAd+/exccffwxfX18MGDAAf/zxB3JyciCTyXDhwgXMnDkTzZo1w4ABA3Dw4EFz10xkds3cHNC9efmdoX/iZGgiojrHqCNArVq1QkhICFauXImwsDDI5fJKfa5evYq1a9di5MiR+OCDDzBx4kSTF0tUk0Z1a4yDl25jw5FreLOvH2RSidglERGRiRgVgLZv3442bdo8tE+TJk0QExODd955B2lpnDdBli+inRfq2ctxM7cYf57LQh9/D7FLIiIiEzHqFNijws8/yeVytGjRotoFEdUWSrkMQzuXT4b+kZOhiYjqFKOvAktOTkZMTAzu3LkDAJg+fbrZiiKqLUZ1K5/Yn5Caicy8YpGrISIiUzE6AL388stwdHTEs88+i9zcXOzcudOcdRHVCn6eTghq4gqNVsCGpOtil0NERCZidABSKpX44IMP8Pnnn2PChAkQBMGcdRHVGiO7lh8FWn/4GrRa/twTEdUFRgcgO7vy+6B07doV/fv3R1JSktmKIqpNBnb0hpPCBmm3i3Dg4i2xyyEiIhMwOgB9/PHHKCsrAwBMmDABP/30k9mKIqpN7G1tMKSzDwDgx8OcDE1EVBcYHYCCg4NhY/P3VfORkZHmqIeoVhrZtfwBqdtPqXCroETkaoiI6HEZ/SiM8ePHG9Vv1apV1S6GqLZq39AFHRu54Pj1XGxKvoGJTzUXuyQiInoMRgegb7/9Fk2aNEHnzp05AZqs0siujXH8+gn8dOQaXnqyGSQS3hmaiMhSGR2AJk2ahB9//BGXL19GVFQU/vWvf6F+/frmrI2oVnkmwBuzN5/C+cwCHL+eiwDfemKXRERE1WT0HKClS5ciPT0d7777LjZv3gxfX18MHz4c27Zt4xEhsgrOSjn6tfcCAPyczHsCERFZMqMDEAAoFAqMGjUK8fHxOH36NNq1a4fXXnsNTZs2RUFBgblqJKo1ngssfzTGryk3UVKmEbkaIiKqrioFIL0VpVJIJBIIggCNhv8QkHV4oqUbvJyVyL2rRsKZTLHLISKiaqpSACopKcGPP/6IsLAwtGrVCidOnMCSJUuQlpYGR0dHc9VIVGvIpBIMDWwIANjIR2MQEVksoydBv/baa1i3bh18fX0xfvx4/Pjjj3BzczNnbUS10nNBjfDF7ovYcy4LmfnF8HBSil0SERFVkdEBaPny5WjcuDGaN2+OPXv2YM+ePQb7bdq0yWTFEdVGLdwdEdi4HpLTcvDr0Zu8JxARkQUyOgCNGTOG9z0huue5oEZITsvBxqTrvCcQEZEFqtKNEImo3DMdfTB782mczcjHyRt56NDIReySiIioCqp9FRiRNXOxkyOiXfk9gTYmXRO5GiIiqioGIKJqeu7e1WCbj6dDrdGKXA0REVUFAxBRNfVs6QY3R1vcLizFvvPZYpdDRERVwABEVE02Mime6egDAPg15YbI1RARUVUwABE9hsGdygPQ9tMZKCotE7kaIiIyltFXgVX47bffDLZLJBIolUq0bNkSzZo1e+zCiCxBZ996aNLAHldvFSH+dAaGdGoodklERGSEKh8BioyMxLPPPovIyMhKr4iICLRs2RK9evXCnTt3jN7m0qVL0bRpUyiVSgQHB+PQoUMP7b9hwwb4+/tDqVSiQ4cO2Lp16wP7vvrqq5BIJFi0aJHR9RAZSyKRYEhAxWmwmyJXQ0RExqpyAIqPj0fXrl0RHx+P3Nxc5ObmIj4+HsHBwdiyZQv+/PNP3Lp1C++8845R21u/fj2io6Mxc+ZMJCcnIyAgABEREcjMNPygyQMHDmDUqFGYMGECjh49qgtfJ0+erNT3l19+wcGDB+Hj41PV3SQy2uB7R33+PJeF24WlIldDRETGqHIAmjJlChYuXIi+ffvCyckJTk5O6Nu3Lz7//HNMnToVTzzxBBYtWoT4+Hijtrdw4UJMnDgRUVFRaNu2LZYvXw57e3usWrXKYP/FixejX79+mDp1Ktq0aYM5c+YgMDAQS5Ys0et348YNvPHGG1izZg3kcnlVd5PIaC09HNG+oTPKtAJ+P5EudjlERGSEKs8BunjxIpydnSu1Ozs749KlSwAAPz8/ZGc/+rLg0tJSJCUlISYmRtcmlUoRGhqKxMREg+skJiYiOjpary0iIgKxsbG691qtFqNHj8bUqVPRrl27R9ZRUlKCkpIS3fu8vDwAgFqthlqtfuT6VVGxPVNv15rVhjF9poMXTt7IQ2zydYwMqhtHHGvDuNY1HFPz4LiahyWOa1VqrXIACgoKwtSpU/Hdd9/B3d0dAJCVlYV3330XXbt2BQCcP38evr6+j9xWdnY2NBoNPD099do9PT2RmppqcB2VSmWwv0ql0r2fN28ebGxs8Oabbxq1T3PnzsXs2bMrtW/fvh329vZGbaOqjD1CRsYTc0ztSgAJZEhKy8H3m7aiQR16QDx/Vk2PY2oeHFfzsKRxLSoqMrpvlQPQ119/jSFDhqBRo0a6kHPt2jU0b94cv/76KwCgoKAA06dPr+qmTSIpKQmLFy9GcnKy0Q+ojImJ0TuqlJeXB19fX4SHhxs82vU41Go14uPjERYWxlNzJlJbxjQu5wgSL91GYQN/jO5l+U+Iry3jWpdwTM2D42oeljiuFWdwjFHlANS6dWucPn0a27dvx7lz53RtYWFhkErLpxRFRkYatS03NzfIZDJkZGTotWdkZMDLy8vgOl5eXg/tv3fvXmRmZqJx48a65RqNBv/+97+xaNEiXLlypdI2FQoFFApFpXa5XG62P3RzbttaiT2mkZ0bIvHSbWw+ocLkvq3qzBPixR7Xuohjah4cV/OwpHGtSp1GT4L+888//15JKkW/fv3w5ptv4s0330RERASkUineeOONKhVqa2uLoKAgJCQk6Nq0Wi0SEhIQEhJicJ2QkBC9/kD54bmK/qNHj8bx48eRkpKie/n4+GDq1KnYtm1bleojqop+7b1hK5PiXEYBUlX5YpdDREQPYXQAGjx4MFJSUh64/I033sDq1aurXEB0dDRWrlyJ1atX48yZM5g0aRIKCwsRFRUFABgzZozeJOkpU6YgLi4OCxYsQGpqKmbNmoUjR45g8uTJAIAGDRqgffv2ei+5XA4vLy+0bt26yvURGcvFTo4+/uXz4mL5aAwiolrN6AD00ksvoV+/frhw4UKlZVOmTME333yDzZs3V7mAESNGYP78+ZgxYwY6deqElJQUxMXF6SY6p6WlIT3970uLe/TogbVr12LFihUICAjAxo0bERsbi/bt21f5s4lMLfLePYE2p9yEViuIXA0RET2I0XOA5s+fj9u3byM0NBQHDhzQ3VzwrbfewldffYUtW7agV69e1Spi8uTJuiM499u9e3eltmHDhmHYsGFGb9/QvB8ic+jj7wEnhQ1u5hbj8JXbCG7eQOySiIjIgCrdCPGrr75CYGAgQkNDcevWLURHR2PFihX47bff0KdPH3PVSGQxlHIZ+rUvn5Afy0djEBHVWlUKQFKpFOvWrUPDhg3Rpk0bfPnll/jtt9/Qt29fc9VHZHEiO5efBtt6Ih2lZVqRqyEiIkOMPgX23//+V/d97969sXfvXkREROD06dM4ffq0bpmxNx8kqqu6N28ADycFMvNLsOdcFsLaej56JSIiqlFGB6D//Oc/eu+9vb1x/PhxHD9+XNcmkUgYgMjqyaQSDArwwdf7LuO3YzcZgIiIaiGjA9Dly5fNWQdRnVIRgHaczkBRaRnsbat8z1EiIjKjKj8NnogeLaCRC3zr2+GuWoOdqZlil0NERPcxKgCtW7fO6A1eu3YN+/fvr3ZBRHWBRCLBMx3LbxWx5Vj6I3oTEVFNMyoALVu2DG3atMFnn32GM2fOVFqem5uLrVu34oUXXkBgYCBu3bpl8kKJLM0zHb0BADvPZiK/WC1yNURE9E9GBaA9e/Zg3rx5iI+PR/v27eHs7Aw/Pz906NABjRo1QoMGDTB+/Hg0btwYJ0+exODBg81dN1Gt19bbGc3dHVBapkX86YxHr0BERDXG6JmZgwcPxuDBg5GdnY19+/bh6tWruHv3Ltzc3NC5c2d07txZ9zR4Iio/DTaoow8WJ5zHluPpGBrYSOySiIjonipfmuLm5obIyEgzlEJU9wwK8MbihPP481wWcopKUc/eVuySiIgIvAqMyKxaejjB38sJZVoB206pxC6HiIjuYQAiMrNBAeVXg23m1WBERLUGAxCRmVVcDXbgYjayC0pEroaIiAAGICKza9LAAR0buUArAH+c4FEgIqLagAGIqAYMundTxM3HGYCIiGqDKgWg9PR0/PDDD9i6dStKS0v1lhUWFuKjjz4yaXFEdcXAe6fBDl+5DVVuscjVEBGR0QHo8OHDaNu2LV5//XU8//zzaNeuHU6dOqVbXlBQgNmzZ5ulSCJL51PPDl2auEIQgN95GoyISHRGB6Bp06bh2WefxZ07d5CRkYGwsDD06tULR48eNWd9RHVGxWTozcduilwJEREZHYCSkpLw/vvvQyqVwsnJCV988QXeeecd9O3bF4cPHzZnjUR1woCO3pBKgJRrObh2u0jscoiIrFqV5gAVF+vPXXj//fcxbdo0hIeH48CBAyYtjKiu8XBSonvzBgCALZwMTUQkKqMDUPv27Q2GnHfeeQcxMTEYNWqUSQsjqoueuXc12JbjPA1GRCQmowPQmDFjsH//foPL3n33XcyePRuNGzc2WWFEdVG/9l6wkUpw6mYeLmUViF0OEZHVMjoAvfTSS/j+++8fuPy9997D5cuXTVIUUV1V38EWT7R0A8DTYEREYuKNEIlq2N/PBuNpMCIisVQpAG3duhUvvfQS3n33XaSmpuotu3PnDp5++mmTFkdUF4W384StTIrzmQU4q8oXuxwiIqtkdABau3YtBg8eDJVKhcTERHTu3Blr1qzRLS8tLcWePXvMUiRRXeKslKNXa3cAPApERCQWowPQ559/joULF2LLli3Yu3cvVq9ejVdeeQVff/21OesjqpMqboq45fhNCIIgcjVERNbHxtiO58+fx6BBg3Tvhw8fDnd3dwwePBhqtRrPPvusWQokqotC23hCKZfiyq0inLyRhw6NXMQuiYjIqhgdgJydnZGRkYFmzZrp2vr06YMtW7bgmWeewfXr181SIFFd5KCwQd82nvj9eDq2HL/JAEREVMOMPgXWrVs3/PHHH5Xae/Xqhc2bN2PRokWmrIuozhukOw2WDq2Wp8GIiGqS0QHo7bffhlKpNLisd+/e2Lx5M8aMGWOywojqut6tPeCosMGNnLs4eu2O2OUQEVkVowNQr169EBMT88Dlffr0wTfffKN7/+mnnyInJ+exiiOqy5RyGcLaegIANh/jTRGJiGqS2W6E+Mknn+D27dvm2jxRnTAooPw02O8n0qHhaTAiohpjtgDES3uJHq1nS3e42MmRlV+CQ5f5HwYioprCR2EQicjWRop+7bwAAJv5hHgiohrDAEQksmfunQaLO6mCWqMVuRoiIuvAAEQkspDmDdDAwRa3C0tx4OItscshIrIKDEBEIrORSdG/Q/lpsC18NhgRUY0wWwB68sknYWdnZ1TfpUuXomnTplAqlQgODsahQ4ce2n/Dhg3w9/eHUqlEhw4dsHXrVr3ls2bNgr+/PxwcHODq6orQ0FD89ddf1d4XInMb1NEHABB3SoWSMo3I1RAR1X1GB6C8vDyjXhW2bt0Kb2/vR253/fr1iI6OxsyZM5GcnIyAgABEREQgMzPTYP8DBw5g1KhRmDBhAo4ePYrIyEhERkbi5MmTuj6tWrXCkiVLcOLECezbtw9NmzZFeHg4srKyjN1dohrVtWl9eDorkF9chr3nssUuh4iozjM6ANWrVw+urq4PfFUsr6qFCxdi4sSJiIqKQtu2bbF8+XLY29tj1apVBvsvXrwY/fr1w9SpU9GmTRvMmTMHgYGBWLJkia7PCy+8gNDQUDRv3hzt2rXDwoULkZeXh+PHj1e5PqKaIJVKMLBD+VEgXg1GRGR+Rj8MddeuXSb/8NLSUiQlJendYVoqlSI0NBSJiYkG10lMTER0dLReW0REBGJjYx/4GStWrICLiwsCAgIM9ikpKUFJSYnufcWRLLVaDbVaXZVdeqSK7Zl6u9asroxp/3buWLX/MuJPZyCvsBh2tjJR66kr41qbcEzNg+NqHpY4rlWp1egA1KtXr2oV8zDZ2dnQaDTw9PTUa/f09ERqaqrBdVQqlcH+KpVKr23Lli0YOXIkioqK4O3tjfj4eLi5uRnc5ty5czF79uxK7du3b4e9vX1Vdslo8fHxZtmuNbP0MRUEoL5ChtslGixcvx2dG9SOm4la+rjWRhxT8+C4mocljWtRUZHRfY0OQJamT58+SElJQXZ2NlauXInhw4fjr7/+goeHR6W+MTExekeV8vLy4Ovri/DwcDg7O5u0LrVajfj4eISFhUEul5t029aqLo3pGfl5fLn3Mm7IvPHBgE6i1lKXxrW24JiaB8fVPCxxXP85F/lRRA1Abm5ukMlkyMjI0GvPyMiAl5eXwXW8vLyM6u/g4ICWLVuiZcuW6N69O/z8/PD1118bfKCrQqGAQqGo1C6Xy832h27ObVurujCmkYGN8OXey9hzLhtFZYCLnfj7UxfGtbbhmJoHx9U8LGlcq1KnqPcBsrW1RVBQEBISEnRtWq0WCQkJCAkJMbhOSEiIXn+g/PDcg/r/c7v/nOdDVBv5eznBz8MRpRottp1SPXoFIiKqFtFvhBgdHY2VK1di9erVOHPmDCZNmoTCwkJERUUBAMaMGaN31GbKlCmIi4vDggULkJqailmzZuHIkSOYPHkyAKCwsBDTpk3DwYMHcfXqVSQlJWH8+PG4ceMGhg0bJso+EhlLIpFgcMC9q8F4U0QiIrMRfQ7QiBEjkJWVhRkzZkClUqFTp06Ii4vTTXROS0uDVPp3TuvRowfWrl2L6dOnY9q0afDz80NsbCzat28PAJDJZEhNTcXq1auRnZ2NBg0aoGvXrti7dy/atWsnyj4SVcWgAB8siD+H/ReykZVfAnenyqdniYjo8VQrAB05cgQ//fQT0tLSUFpaqrds06ZNVd7e5MmTdUdw7rd79+5KbcOGDXvg0RylUlmtGohqi6ZuDgho5IJj13Ox9UQ6xvZoKnZJRER1TpVPga1btw49evTAmTNn8Msvv0CtVuPUqVPYuXMnXFxczFEjkdUZdO802G88DUZEZBZVDkCffPIJ/vOf/2Dz5s2wtbXF4sWLkZqaiuHDh6Nx48bmqJHI6gwK8IFEAiRdvYPrd4y/rwURERmnygHo4sWLGDhwIIDyq7gKCwshkUjw9ttvY8WKFSYvkMgaeTorEdysPgBg87F0kashIqp7qhyAXF1dkZ+fDwBo2LCh7iGkOTk5VboDIxE93OCAhgB4GoyIyByqHICeeuop3W2xhw0bhilTpmDixIkYNWoU+vbta/ICiaxV//ZesJFKcCY9D+cz8sUuh4ioTqnyVWBLlixBcXExAOCDDz6AXC7HgQMH8Nxzz2H69OkmL5DIWrk62OKpVu7YmZqJ347dxL/DW4tdEhFRnVHlAFS/fn3d91KpFO+//75JCyKivw0O8NEFoOiwVpBIJGKXRERUJxgVgPLy8nQPBX3Ug8ZM/fBQImsW1tYTSrkUV28V4fj1XAT41hO7JCKiOsGoAOTq6or09HR4eHigXr16Bv8XKggCJBIJNBqNyYskslYOChv0beOJ34+n47djNxmAiIhMxKgAtHPnTt2pr127dpm1ICLSNzjAB78fT8fmYzcxbUAbyKQ8DUZE9LiMCkC9evXSfd+sWTP4+vpWOgokCAKuXbtm2uqICL1bu8PFTo7M/BIcuJiNJ/3cxS6JiMjiVfky+GbNmiErK6tS++3bt9GsWTOTFEVEf1PYyDAowBsAsCn5hsjVEBHVDVUOQBVzfe5XUFAApVJpkqKISN/QwEYAgLiTKhSWlIlcDRGR5TP6Mvjo6GgAgEQiwYcffgh7e3vdMo1Gg7/++gudOnUyeYFEBHT2rYdmbg64nF2IuJMqPBfUSOySiIgsmtEB6OjRowDKjwCdOHECtra2umW2trYICAjAO++8Y/oKiQgSiQTPdm6IhfHnsOnodQYgIqLHZHQAqrj6KyoqCv/973/h5ORktqKIqLKKAHTg4i3czLkLn3p2YpdERGSxqjQHSK1W4/vvv8fVq1fNVQ8RPYBvfXt0a1YfggDEpnAyNBHR46hSAJLL5WjcuDFvdkgkkucCy58Qvyn5BgRBELkaIiLLVeWrwD744ANMmzYNt2/fNkc9RPQQ/Tt4Q2EjxYXMApy4kSt2OUREFqtaT4O/cOECfHx80KRJEzg4OOgtT05ONllxRKTPWSlHeDsvbD52E5uSb6Bjo3pil0REZJGqHIAiIyPNUAYRGWtoYENsPnYTvx27iQ8GtoFcVuUDuUREVq/KAWjmzJnmqIOIjPRkSze4OSqQXVCC3WezENbWU+ySiIgsTrX+65iTk4OvvvoKMTExurlAycnJuHGDV6YQmZuNTIpnO/sAAH46wufvERFVR5UD0PHjx9GqVSvMmzcP8+fPR05ODgBg06ZNiImJMXV9RGTA8C6+AICdqZnIzC8WuRoiIstT5QAUHR2NcePG4fz583rP/howYAD+/PNPkxZHRIb5eTohsHE9aLQCH5BKRFQNVQ5Ahw8fxiuvvFKpvWHDhlCpVCYpiogebUTX8qNAPx2+xnsCERFVUZUDkEKhQF5eXqX2c+fOwd3d3SRFEdGjPdPRBw62MlzKLsThK3fELoeIyKJUOQANHjwYH330EdRqNYDyhzSmpaXhvffew3PPPWfyAonIMAeFDZ7pWD4Zev1hToYmIqqKKgegBQsWoKCgAB4eHrh79y569eqFli1bwsnJCf/3f/9njhqJ6AGG3zsN9vuJm8grVotcDRGR5ajyfYBcXFwQHx+Pffv24fjx4ygoKEBgYCBCQ0PNUR8RPURg43rw83DE+cwCbD52Ey8GNxG7JCIii1DlAFShZ8+e6NmzpylrIaIqkkgkGNHVFx//fgbrD19jACIiMlK1AlBCQgISEhKQmZkJrVart2zVqlUmKYyIjPNs54aYF5eK49dzcSY9D228ncUuiYio1qvyHKDZs2cjPDwcCQkJyM7Oxp07d/ReRFSzGjgqdI/D4GRoIiLjVPkI0PLly/Htt99i9OjR5qiHiKpheBdfbD2hwi9Hb+D9/v5QymVil0REVKtV+QhQaWkpevToYY5aiKianvRzR8N6dsi9q8bvx9PFLoeIqNarcgB66aWXsHbtWnPUQkTVJJNK8EJwYwDAD39dFbkaIqLar8qnwIqLi7FixQrs2LEDHTt2hFwu11u+cOFCkxVHRMYb3sUXi3acw9G0HJy6mYt2Pi5il0REVGtVOQAdP34cnTp1AgCcPHlSb5lEIjFJUURUde5OCkS088KW4+lY81caPnm2g9glERHVWlUOQLt27TJHHURkAi8GN8GW4+mIPXoDMf394aSUP3olIiIrVOU5QOawdOlSNG3aFEqlEsHBwTh06NBD+2/YsAH+/v5QKpXo0KEDtm7dqlumVqvx3nvvoUOHDnBwcICPjw/GjBmDmzdvmns3iETXvXl9tPRwRFGpBrFHb4hdDhFRrWX0EaChQ4ca1W/Tpk1VKmD9+vWIjo7G8uXLERwcjEWLFiEiIgJnz56Fh4dHpf4HDhzAqFGjMHfuXDzzzDNYu3YtIiMjkZycjPbt26OoqAjJycn48MMPERAQgDt37mDKlCkYPHgwjhw5UqXaiCyNRCLBi8GNMXvzaaz5Kw3/6t6Ep6aJiAww+giQi4uLUa+qWrhwISZOnIioqCi0bdsWy5cvh729/QPvKL148WL069cPU6dORZs2bTBnzhwEBgZiyZIlujrj4+MxfPhwtG7dGt27d8eSJUuQlJSEtLS0KtdHZGmGBjaCUi5FqiofSVd5c1IiIkOMPgL0zTffmPzDS0tLkZSUhJiYGF2bVCpFaGgoEhMTDa6TmJiI6OhovbaIiAjExsY+8HNyc3MhkUhQr149g8tLSkpQUlKie5+Xlweg/HSaWm3aJ2xXbM/U27VmHFN99jbAMx28sTH5Br47cAUBDZ2qtR2Oq+lxTM2D42oeljiuVam12g9DNYXs7GxoNBp4enrqtXt6eiI1NdXgOiqVymB/lUplsH9xcTHee+89jBo1Cs7Ohp+RNHfuXMyePbtS+/bt22Fvb2/MrlRZfHy8WbZrzTimf2uiBgAb/H7iJrrZXoPTY8yF5riaHsfUPDiu5mFJ41pUVGR0X1EDkLmp1WoMHz4cgiBg2bJlD+wXExOjd1QpLy8Pvr6+CA8Pf2Boepya4uPjERYWVukeSlQ9HFPD4u8cxPHrechybo0RfVpUeX2Oq+lxTM2D42oeljiuFWdwjCFqAHJzc4NMJkNGRoZee0ZGBry8vAyu4+XlZVT/ivBz9epV7Ny586FBRqFQQKFQVGqXy+Vm+0M357atFcdU34SezTFlXQp+PHwdrz/dCrY21bvok+NqehxT8+C4mocljWtV6hT1MnhbW1sEBQUhISFB16bVapGQkICQkBCD64SEhOj1B8oPz/2zf0X4OX/+PHbs2IEGDRqYZweIarH+7b3h4aRAZn4J/jjJ54MREf2T6PcBio6OxsqVK7F69WqcOXMGkyZNQmFhIaKiogAAY8aM0ZskPWXKFMTFxWHBggVITU3FrFmzcOTIEUyePBlAefh5/vnnceTIEaxZswYajQYqlQoqlQqlpaWi7CORGGxtpBjdvQkAYNX+K+IWQ0RUy4g+B2jEiBHIysrCjBkzoFKp0KlTJ8TFxekmOqelpUEq/Tun9ejRA2vXrsX06dMxbdo0+Pn5ITY2Fu3btwcA3LhxA7/99hsA6B7ZUWHXrl3o3bt3jewXUW0wKrgx/rfzAo5dy0Fy2h0ENnYVuyQiolpB9AAEAJMnT9Ydwbnf7t27K7UNGzYMw4YNM9i/adOmEATBlOURWSw3RwUGd/LBxqTr+Gb/FQYgIqJ7RD8FRkTmFfVEUwDAHyfSocotFrcYIqJaggGIqI5r5+OCbs3qo0wr4IeDV8Uuh4ioVmAAIrICUT2aAgDWHkpDsVojbjFERLUAAxCRFQhr64mG9exwu7AUv6XcFLscIiLRMQARWQEbmRRjQiouib/MCwWIyOoxABFZiZFdG8NOLkOqKh8HL90WuxwiIlExABFZCRd7OZ4LaggAWPHnRZGrISISFwMQkRV5qWdzSCXArrNZOJNu/EMDiYjqGgYgIivS1M0B/Tt4AwC+3MOjQERkvRiAiKzMpF4tAACbj6fj2u0ikashIhIHAxCRlWnf0AVP+rlBoxXw1d5LYpdDRCQKBiAiK/TqvaNA6w5fQ3ZBicjVEBHVPAYgIivUo0UDBDRyQUmZFqv2XRa7HCKiGscARGSFJBIJXu/TEgDwXeJV5BapRa6IiKhmMQARWanQNp7w93JCQUkZvj1wRexyiIhqFAMQkZWSSv8+CrRq/2UUlJSJXBERUc1hACKyYgM6eKO5mwNy76rxw8GrYpdDRFRjGICIrJhMKsFr944CfbX3EorVGpErIiKqGQxARFZuSCcfNHK1Q3ZBKdYdShO7HCKiGsEARGTl5DKp7r5AX/55CSVlPApERHUfAxAR4fmgRvB0ViA9txibkm+IXQ4RkdkxABERlHIZJj7ZHACwat9lCIIgckVERObFAEREAIDhXX1hbyvD+cwCHLx0W+xyiIjMigGIiAAAzko5Ijs3BABeEk9EdR4DEBHpjO7eBACw7ZQKGXnFIldDRGQ+DEBEpNPG2xldm7qiTCvgpyOcDE1EdRcDEBHpGR3SFACw7sh1aLTi1kJEZC4MQESkp187L7g5KpCZX4JjtyVil0NEZBYMQESkx9ZGqpsLtP26FFotL4knorqHAYiIKhn3RFM4KmyQfleC+DOZYpdDRGRyDEBEVImLnRxjujcGACzZfYk3RiSiOocBiIgMGtejMRRSAamqfGw+ni52OUREJsUAREQGudrbom/D8svA5v2RimI1H5JKRHUHAxARPVAfbwFezgrcyLmLr/ddFrscIiKTYQAiogeylQHvhLcCACzddQE3cu6KXBERkWkwABHRQw3q4IWuTV1RVKrBh7EnOSGaiOoEBiAieiipVIK5QzvAVibFztRMbOGEaCKqAxiAiOiRWno44bU+LQAAszefQk5RqcgVERE9HgYgIjLKpN4t0NLDEdkFpfhoy2mxyyEieiy1IgAtXboUTZs2hVKpRHBwMA4dOvTQ/hs2bIC/vz+USiU6dOiArVu36i3ftGkTwsPD0aBBA0gkEqSkpJixeiLroLCRYd5zHSCVAJuSb2DrCZ4KIyLLJXoAWr9+PaKjozFz5kwkJycjICAAERERyMw0fPv9AwcOYNSoUZgwYQKOHj2KyMhIREZG4uTJk7o+hYWF6NmzJ+bNm1dTu0FkFYKa1Mek3uWnwqb9cgKq3GKRKyIiqh7RA9DChQsxceJEREVFoW3btli+fDns7e2xatUqg/0XL16Mfv36YerUqWjTpg3mzJmDwMBALFmyRNdn9OjRmDFjBkJDQ2tqN4isxpS+rdChoQtyitSYuvEYH5ZKRBbJRswPLy0tRVJSEmJiYnRtUqkUoaGhSExMNLhOYmIioqOj9doiIiIQGxtb7TpKSkpQUlKie5+XlwcAUKvVUKvV1d6uIRXbM/V2rRnH1DweNK4SAJ8/1x6RyxKx93w2lu0+j5efbCZChZaHP6vmwXE1D0sc16rUKmoAys7Ohkajgaenp167p6cnUlNTDa6jUqkM9lepVNWuY+7cuZg9e3al9u3bt8Pe3r7a232Y+Ph4s2zXmnFMzeNB4zrEV4L1l2RYsP0cim+cQUvnGi7MgvFn1Tw4ruZhSeNaVFRkdF9RA1BtERMTo3dUKS8vD76+vggPD4ezs2n/Vler1YiPj0dYWBjkcrlJt22tOKbm8ahx7S8IKP75JH49lo51V+3x62shcHdSiFCp5eDPqnlwXM3DEse14gyOMUQNQG5ubpDJZMjIyNBrz8jIgJeXl8F1vLy8qtTfGAqFAgpF5b+45XK52f7Qzblta8UxNY+Hjevc5zrijCof5zIKEL3xBH6YEAwbmehTC2s9/qyaB8fVPCxpXKtSp6h/U9na2iIoKAgJCQm6Nq1Wi4SEBISEhBhcJyQkRK8/UH547kH9ich87G1t8MWLQbC3leHgpdtYEH9O7JKIiIwi+n/VoqOjsXLlSqxevRpnzpzBpEmTUFhYiKioKADAmDFj9CZJT5kyBXFxcViwYAFSU1Mxa9YsHDlyBJMnT9b1uX37NlJSUnD6dPnN2s6ePYuUlJTHmidERIa19HDEp891BAAs232R9wciIosgegAaMWIE5s+fjxkzZqBTp05ISUlBXFycbqJzWloa0tP//gu1R48eWLt2LVasWIGAgABs3LgRsbGxaN++va7Pb7/9hs6dO2PgwIEAgJEjR6Jz585Yvnx5ze4ckZUYHOCDCT3LrwT790/HcPqm8efhiYjEUCsmQU+ePFnvCM4/7d69u1LbsGHDMGzYsAdub9y4cRg3bpyJqiMiY8T098e5jHzsPZ+Nid8dweY3eqK+g63YZRERGST6ESAiqhtsZFL8b1RnNGlgjxs5d/HamiSoNVqxyyIiMogBiIhMpp69LVaO6QKHe5OiZ/x6EoLAO0UTUe3DAEREJtXK0wmLR3aGRAL8eOga/rfzgtglERFVwgBERCYX2tYTHw1uBwBYGH8OPx2+JnJFRET6GICIyCxGhzTF633Knxwf88sJ7EzNeMQaREQ1hwGIiMzmnfDWGBrYEBqtgEk/JOPgpVtil0REBIABiIjMSCKRYN5zHdHX3wMlZVpM+PYwUq7liF0WEREDEBGZl1wmxdIXA9GjRQMUlmowdtUhpKp4o0QiEhcDEBGZnVIuw8oxXdC5cT3k3lXjX18dwqWsArHLIiIrxgBERDXCQWGDb8d1Q1tvZ2QXlOBfX/2FtFtFYpdFRFaKAYiIaoyLvRzfTeiGFu4OuJlbjOFfJuIijwQRkQgYgIioRrk5KvDjxO7w83CEKq8YI75M5JwgIqpxDEBEVOM8nJVY93L3e6fDSjFyxUEkp90RuywisiIMQEQkigb3jgR18q2HnCI1Rq44iF9TbohdFhFZCQYgIhKNi70ca14KRlhbT5SWaTFlXQrmbzsLjZYPUCUi82IAIiJROShs8OW/gvBqr/LHZizZdQFjVv2FzPxikSsjorqMAYiIRCeVSvB+f38sGtEJdnIZ9l+4hQGL92Lf+WyxSyOiOooBiIhqjcjODbH5jZ7w93JCdkEpRq/6C7M3n8LdUo3YpRFRHcMARES1SksPR8S+/gReCG4MQQC+2X8FA/67F0eu3Ba7NCKqQxiAiKjWUcpl+OTZDvgmqiu8nJW4nF2IYV8m4uMtp1FUWiZ2eURUBzAAEVGt1ae1B7a9/RSeD2oEQQC+2ncZfRfswa8pNyAIvFKMiKqPAYiIajUXOznmDwvAqnFd0MjVDum5xZiyLgXDv0xE0lXePJGIqocBiIgswtP+ntgR3Qv/DmsFO7kMh6/cwXPLDmDcN4dw7FqO2OURkYVhACIii6GUy/BGXz8k/LsXhndpBJlUgt1nszBk6X68tPowH6dBREZjACIii+NTzw6fPR+AhOheGBrYEFIJsONMJoZ+cQDPfrEfW47fRJlGK3aZRFSLMQARkcVq6uaAhcM7IT66F54PagRbmRRH03Iwee1RPPnZLnwWl4qLWQVil0lEtZCN2AUQET2uFu6OmD8sAO/2a40fDqZhzcGrSM8txhe7L+KL3RfRybceBgX4ILSNB5o0cBC7XCKqBRiAiKjO8HBSIjqsFV7r3QIJZzLxc/J17DmXhZRrOUi5loM5W06jpYcjerVyR9em9dG1qSsaOCrELpuIRMAARER1jlIuw8CO3hjY0RuZ+cXYciwd8aczcPjKbVzILMCFzAJ8ve8yAKCFuwOCmriifUMXtPNxQRtvJ9jb8q9GorqOv+VEVKd5OCkxvmczjO/ZDLl31fjzXBYSL93C4cu3cT6zABezCnExqxA/HbkOAJBKgObujmjn44xWnk73Xo7wdbWHVCoReW+IyFQYgIjIarjYyTEowAeDAnwAAHcKS3H4ym2cuJGLkzdycfJmHrLyS3RHif5JKZeipYcjWnk4oaVn+dfm7g7wrW8PuYzXkxBZGgYgIrJarg62CG/nhfB2Xrq2zLxinLqZh9PpeTiXkY9zGQW4mFWAYrUWJ2/k4eSNPL1tyKQS+LraoambA5r949W0gQN86tlBxqNGRLUSAxAR0T94OCvh4axEH38PXVuZRou020U4l1GAC5nloeh8ZgGuZBfirlqDK7eKcOVWEXafzdLblq2NFE3q26NJA3s0crWHj4sCGbclaJaej2YeTnBSymt694joHgYgIqJHsJFJ0dzdEc3dHQH8fbRIEARk5JXgUnYBrmQX4XJ2AS7f+5p2uwilZVqczywPS3+T4euziQCAevZyNHK1g6+rPXzr28PX1Q6NXO3hW98O3i52cFDwr2gic+FvFxFRNUkkEni5KOHlokSPFvrLyjRa3MwpxuVbhUi7XYTrt4tw9VYhTl1RoUCwxZ0iNXLuve4/rVbBSWkDL+fy7Xu7KO99bwdvFyU8ncvb6tnLIZHwNBtRVTEAERGZgY1MisYN7NG4gb2uTa1WY+vWGxgwoA+KNcD1O3dx/c5dXLtdhGt3inTf37hzF/klZcgvLkN+8f1HkPQpbKS6QOTupICbo+LeV1u4OZa/d7v3XmEjq4ldJ7IIDEBERCJwUsrRxluONt7OBpfnF6uRkVcMVW4J0nPvQpVbjPS8YmTkFiM9txiqvGLcLixFSZlWNwfpUZyVNvfCkALujv8ISU4KuNrbor6DLeo7yOFqb4t69racwE11GgMQEVEt5KSUw0kpR0sPpwf2KVZrkJl3LyDlFSMrvwTZBaXILij5+5VfiluFJVBrBOQVlyGvuAyXsgof+fkSCeCslKO+gy1c7cu/1rsXksrDUnlQcr333tnOBs5KOZRyHmUiy8AARERkoZRyWaXTbIYIgoDcu2pkF5QgK79yQMouKMGdolLcKVLjdmEpcu+qIQhA7l01cu+qcbkKNdnKpHBU2sCp4qWQ3/u+/KvzP77/+2v59xXLlHIp5zWR2dWKALR06VJ8/vnnUKlUCAgIwP/+9z9069btgf03bNiADz/8EFeuXIGfnx/mzZuHAQMG6JYLgoCZM2di5cqVyMnJwRNPPIFly5bBz8+vJnaHiKhWkUgkqHfvtFZLj0f3L9NokXtXjTtFpbhdWB6KygNSKe4UlreVLytFTlEpbhWWoqCkDIIAlGq0uF1Yvqz69QIOtjawt5Xde9nAQfH3Vzv5P97byqCwkeBihgSa4+lwtlPAXiH7e31FeR87WxlsZQxW9DfRA9D69esRHR2N5cuXIzg4GIsWLUJERATOnj0LD4/Kv6kHDhzAqFGjMHfuXDzzzDNYu3YtIiMjkZycjPbt2wMAPvvsM/z3v//F6tWr0axZM3z44YeIiIjA6dOnoVQqa3oXiYgsio1MigaOiio9KFarFVBQWjFxW633Nc9A2/3f5xWrdSFKEICCkjIUlJRVoWoZ1l868chetjZSKGTS8q825V/Lv5eVf3/fMrlMChupBDYyCWykUtjIJH+3SSWwkd1ru7fM5h/L5PeW2Uj/3sbf26vcVtFfJv17exXLZFIJw5uJiR6AFi5ciIkTJyIqKgoAsHz5cvz+++9YtWoV3n///Ur9Fy9ejH79+mHq1KkAgDlz5iA+Ph5LlizB8uXLIQgCFi1ahOnTp2PIkCEAgO+++w6enp6IjY3FyJEja27niIishFQqgbNSDmelHIBdtbah1QooUmtQVFqGohINCkvLUFSqQWFJGe6WalBYWr6ssESDu6Vluvf5d9W4cv0mnFzdUKTWoqjk3nr31i8t0+o+o7RMW/6+xEQ7XoN0gUlaEZSkkMv022x0X8tDlvy+AGYjk0L+j2Uyafly+T+Wye5tQwItzt2UICvxKhRyG8ikUsikKF9+L5RVvGykEkjvfZVJJZBJJLoaZZJ7fWR/L5NJJXBQ2KC+g6144ynaJwMoLS1FUlISYmJidG1SqRShoaFITEw0uE5iYiKio6P12iIiIhAbGwsAuHz5MlQqFUJDQ3XLXVxcEBwcjMTERIMBqKSkBCUlf/825OWV35NDrVZDrVZXe/8MqdieqbdrzTim5sFxNT2O6aMppIBCKYOrUgbAuH8c1Wo14uOvIywsAHJ55btrqzVa3C3VoFRTHn5KNVqUqLX67+8Fo/vfl2kFlGmEe1/L36vvfdVoBag1Asq02vI+GgFqrRYa7d/f69b9R58yrfbeehXb0N63fcHgfpZvR0AxtAaXm4cMsVfPmmXL/dp54n8jA0y6zar8bokagLKzs6HRaODp6anX7unpidTUVIPrqFQqg/1VKpVueUXbg/rcb+7cuZg9e3al9u3bt8Pe/uGTC6srPj7eLNu1ZhxT8+C4mh7H1DxMMa5SAMp7L6M6m+k5uFoB0FS8tIAW5V8r2rT3fS1/SSq3afXf6/cHtPfW0b3XApp7nyXg73V0r3/UJvxjfYN97/Wv6Ku5rz0rIx1bt94w6bgVFT36dhAVRD8FVhvExMToHVXKy8uDr68vwsPD4exs+B4d1VX+P5V4hIWFGfyfClUdx9Q8OK6mxzE1D46reVjiuFacwTGGqAHIzc0NMpkMGRkZeu0ZGRnw8vIyuI6Xl9dD+1d8zcjIgLe3t16fTp06GdymQqGAQlF5sp9cLjfbH7o5t22tOKbmwXE1PY6peXBczcOSxrUqdZrp4J1xbG1tERQUhISEBF2bVqtFQkICQkJCDK4TEhKi1x8oP+xZ0b9Zs2bw8vLS65OXl4e//vrrgdskIiIi6yL6KbDo6GiMHTsWXbp0Qbdu3bBo0SIUFhbqrgobM2YMGjZsiLlz5wIApkyZgl69emHBggUYOHAg1q1bhyNHjmDFihUAyu938dZbb+Hjjz+Gn5+f7jJ4Hx8fREZGirWbREREVIuIHoBGjBiBrKwszJgxAyqVCp06dUJcXJxuEnNaWhqk0r8PVPXo0QNr167F9OnTMW3aNPj5+SE2NlZ3DyAAePfdd1FYWIiXX34ZOTk56NmzJ+Li4ngPICIiIgJQCwIQAEyePBmTJ082uGz37t2V2oYNG4Zhw4Y9cHsSiQQfffQRPvroI1OVSERERHWIqHOAiIiIiMTAAERERERWhwGIiIiIrA4DEBEREVkdBiAiIiKyOgxAREREZHUYgIiIiMjqMAARERGR1WEAIiIiIqtTK+4EXdsIggCg/CGqpqZWq1FUVIS8vDyLebpubccxNQ+Oq+lxTM2D42oeljiuFf9uV/w7/jAMQAbk5+cDAHx9fUWuhIiIiKoqPz8fLi4uD+0jEYyJSVZGq9Xi5s2bcHJygkQiMem28/Ly4Ovri2vXrsHZ2dmk27ZWHFPz4LiaHsfUPDiu5mGJ4yoIAvLz8+Hj46P3IHVDeATIAKlUikaNGpn1M5ydnS3mB8pScEzNg+NqehxT8+C4moeljeujjvxU4CRoIiIisjoMQERERGR1GIBqmEKhwMyZM6FQKMQupc7gmJoHx9X0OKbmwXE1j7o+rpwETURERFaHR4CIiIjI6jAAERERkdVhACIiIiKrwwBEREREVocBqAYtXboUTZs2hVKpRHBwMA4dOiR2SRbtzz//xKBBg+Dj4wOJRILY2FixS7J4c+fORdeuXeHk5AQPDw9ERkbi7NmzYpdl8ZYtW4aOHTvqbigXEhKCP/74Q+yy6pRPP/0UEokEb731ltilWLRZs2ZBIpHovfz9/cUuyywYgGrI+vXrER0djZkzZyI5ORkBAQGIiIhAZmam2KVZrMLCQgQEBGDp0qVil1Jn7NmzB6+//joOHjyI+Ph4qNVqhIeHo7CwUOzSLFqjRo3w6aefIikpCUeOHMHTTz+NIUOG4NSpU2KXViccPnwYX375JTp27Ch2KXVCu3btkJ6ernvt27dP7JLMgpfB15Dg4GB07doVS5YsAVD+vDFfX1+88cYbeP/990WuzvJJJBL88ssviIyMFLuUOiUrKwseHh7Ys2cPnnrqKbHLqVPq16+Pzz//HBMmTBC7FItWUFCAwMBAfPHFF/j444/RqVMnLFq0SOyyLNasWbMQGxuLlJQUsUsxOx4BqgGlpaVISkpCaGiork0qlSI0NBSJiYkiVkb0cLm5uQDK/7Em09BoNFi3bh0KCwsREhIidjkW7/XXX8fAgQP1/n6lx3P+/Hn4+PigefPmePHFF5GWliZ2SWbBh6HWgOzsbGg0Gnh6euq1e3p6IjU1VaSqiB5Oq9XirbfewhNPPIH27duLXY7FO3HiBEJCQlBcXAxHR0f88ssvaNu2rdhlWbR169YhOTkZhw8fFruUOiM4OBjffvstWrdujfT0dMyePRtPPvkkTp48CScnJ7HLMykGICIy6PXXX8fJkyfr7Pn/mta6dWukpKQgNzcXGzduxNixY7Fnzx6GoGq6du0apkyZgvj4eCiVSrHLqTP69++v+75jx44IDg5GkyZN8NNPP9W507UMQDXAzc0NMpkMGRkZeu0ZGRnw8vISqSqiB5s8eTK2bNmCP//8E40aNRK7nDrB1tYWLVu2BAAEBQXh8OHDWLx4Mb788kuRK7NMSUlJyMzMRGBgoK5No9Hgzz//xJIlS1BSUgKZTCZihXVDvXr10KpVK1y4cEHsUkyOc4BqgK2tLYKCgpCQkKBr02q1SEhI4BwAqlUEQcDkyZPxyy+/YOfOnWjWrJnYJdVZWq0WJSUlYpdhsfr27YsTJ04gJSVF9+rSpQtefPFFpKSkMPyYSEFBAS5evAhvb2+xSzE5HgGqIdHR0Rg7diy6dOmCbt26YdGiRSgsLERUVJTYpVmsgoICvf+VXL58GSkpKahfvz4aN24sYmWW6/XXX8fatWvx66+/wsnJCSqVCgDg4uICOzs7kauzXDExMejfvz8aN26M/Px8rF27Frt378a2bdvELs1iOTk5VZqb5uDggAYNGnDO2mN45513MGjQIDRp0gQ3b97EzJkzIZPJMGrUKLFLMzkGoBoyYsQIZGVlYcaMGVCpVOjUqRPi4uIqTYwm4x05cgR9+vTRvY+OjgYAjB07Ft9++61IVVm2ZcuWAQB69+6t1/7NN99g3LhxNV9QHZGZmYkxY8YgPT0dLi4u6NixI7Zt24awsDCxSyPSc/36dYwaNQq3bt2Cu7s7evbsiYMHD8Ld3V3s0kyO9wEiIiIiq8M5QERERGR1GICIiIjI6jAAERERkdVhACIiIiKrwwBEREREVocBiIiIiKwOAxARERFZHQYgIiIisjoMQERU640bNw6RkZGiff7o0aPxySefGN0/OzsbHh4euH79uhmrIqLHwTtBE5GoJBLJQ5fPnDkTb7/9NgRBQL169WqmqH84duwYnn76aVy9ehWOjo4Ayp8798EHH2D37t24ffs23NzcEBQUhHnz5sHf3x9A+TOV7ty5g6+//rrGayaiR2MAIiJRVTxwFQDWr1+PGTNm4OzZs7o2R0dHXfAQw0svvQQbGxssX74cAKBWq9GmTRu0bt0aH374Iby9vXH9+nX88ccfeOaZZ9C9e3cAwKlTpxAUFISbN2+ifv36otVPRIbxFBgRicrLy0v3cnFxgUQi0WtzdHSsdAqsd+/eeOONN/DWW2/B1dUVnp6eWLlyJQoLCxEVFQUnJye0bNkSf/zxh95nnTx5Ev3794ejoyM8PT0xevRoZGdnP7A2jUaDjRs3YtCgQbq2U6dO4eLFi/jiiy/QvXt3NGnSBE888QQ+/vhjXfgBgHbt2sHHxwe//PKL6QaLiEyGAYiILNLq1avh5uaGQ4cO4Y033sCkSZMwbNgw9OjRA8nJyQgPD8fo0aNRVFQEAMjJycHTTz+Nzp0748iRI4iLi0NGRgaGDx/+wM84fvw4cnNz0aVLF12bu7s7pFIpNm7cCI1G89Aau3Xrhr1795pmh4nIpBiAiMgiBQQEYPr06fDz80NMTAyUSiXc3NwwceJE+Pn5YcaMGbh16xaOHz8OAFiyZAk6d+6MTz75BP7+/ujcuTNWrVqFXbt24dy5cwY/4+rVq5DJZPDw8NC1NWzYEP/9738xY8YMuLq64umnn8acOXNw6dKlSuv7+Pjg6tWr5hkAInosDEBEZJE6duyo+14mk6FBgwbo0KGDrs3T0xMAkJmZCaB8MvOuXbt0c4ocHR11E5YvXrxo8DPu3r0LhUJRaaL266+/DpVKhTVr1iAkJAQbNmxAu3btEB8fr9fPzs5OdwSKiGoXG7ELICKqDrlcrvdeIpHotVWEFq1WCwAoKCjAoEGDMG/evErb8vb2NvgZbm5uKCoqQmlpKWxtbfWWOTk5YdCgQRg0aBA+/vhjRERE4OOPP0ZYWJiuz+3bt+Hu7l69HSQis2IAIiKrEBgYiJ9//hlNmzaFjY1xf/V16tQJAHD69Gnd94ZIJBL4+/vjwIEDeu0nT55E7969q1kxEZkTT4ERkVV4/fXXcfv2bYwaNQqHDx/GxYsXsW3bNkRFRT1wMrO7uzsCAwOxb98+XVtKSgqGDBmCjRs34vTp07hw4QK+/vprrFq1CkOGDNH1KyoqQlJSEsLDw82+b0RUdQxARGQVfHx8sH//fmg0GoSHh6NDhw546623UK9ePUilD/6r8KWXXsKaNWt07xs1aoSmTZti9uzZCA4ORmBgIBYvXozZs2fjgw8+0PX79ddf0bhxYzz55JNm3S8iqh7eCJGI6CHu3r2L1q1bY/369QgJCTF6ve7du+PNN9/ECy+8YMbqiKi6eASIiOgh7Ozs8N133z30hon3y87OxtChQzFq1CgzVkZEj4NHgIiIiMjq8AgQERERWR0GICIiIrI6DEBERERkdRiAiIiIyOowABEREZHVYQAiIiIiq8MARERERFaHAYiIiIisDgMQERERWZ3/Bxmri11xm4yhAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAksAAAHHCAYAAACvJxw8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAABA2UlEQVR4nO3dfXzO9f////ux2YmZOZ3NmHOZhDGZoZSTTYn2JjLSCKmotPJxGo3e5B2it/OKSryJnLwjMnNa5GxOcpoQ3pjzGcYctuP3Rz/Ht7Xt5RjH4djB7Xq5uLTj+Xq+Xsfj9bC1u9freRyHyWKxWAQAAIAcuTm7AAAAgPyMsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQ8YL788kuZTCb98ccfzi7lvnr22WfVs2dPZ5dhNwMGDFB4eLizy8iiQoUK6tq1q7PLyOaNN95QixYt7mrfjh07qkOHDnauCA8awhJwF24Hkm3btjmthpEjR2rx4sUOf567PdcpU6aoffv2KleunEwmU66/ZNevX682bdooODhY3t7eCgwMVMuWLfXzzz/b/Fw///yzVq5cqf79+1vH1q5dK5PJpAULFmSZe/PmTT333HNyc3PTjBkz8nROuenatatMJpP8/Px0/fr1bNsPHTokk8kkk8mkMWPGSJIyMzMVFRWlJk2aqE6dOmrVqpVOnz5t3adv377atWuX/vvf/9qlxpzc7pEtf/Kro0eP6vPPP9egQYOyjJ87d05vv/22QkJCVLBgQZUqVUr169dX//79dfXqVeu8/v3767vvvtOuXbvud+lwIQWcXQCAuzNy5Ei98MILio6OzjLepUsXdezYUV5eXs4p7P83evRoXblyRfXr188SAv7ut99+k5ubm1577TUFBgbq0qVL+uabb/Tkk09q2bJlatmy5R2f6+OPP1azZs1UpUoVw3lms1kvvPCCfvjhB3322Wd65ZVX8nxeuSlQoIDS0tL0/fffZ7tSMXv2bHl7e+vGjRvWMZPJpIkTJ6pq1aqyWCxq27atBg0apJkzZ0qSAgMD9fzzz2vMmDFq06aN3er8q+rVq2vWrFlZxgYOHChfX18NHjw42/yDBw/KzS1//Rt7woQJqlixop5++mnr2MWLF1WvXj2lpqbqlVdeUUhIiC5cuKDdu3drypQpev311+Xr6ytJqlOnjurVq6exY8fq66+/dtZpIJ8jLAEuxGKx6MaNGypYsGCuc9zd3eXu7n4fq8rZunXrrFeVbv9iykmPHj3Uo0ePLGNvvPGGKlWqpPHjx98xLJ09e1bLli3T1KlTDeeZzWZ16NBBS5cu1bRp09S9e3fbT8YGXl5eatSokf7zn/9kC0tz5sxRq1at9N1331nHTCaTqlatav06MzMzWxDp0KGD2rdvryNHjqhSpUp2rVeSAgIC9NJLL2UZ++ijj1SyZMls45KcHsD/zmw2a/bs2XrttdeyjH/xxRc6fvy4fv75ZzVs2DDLttTUVHl6emYZ69Chg4YNG6bJkycbfq/i4ZW//okAuLCuXbvK19dXJ0+eVHR0tHx9feXv76/33ntPGRkZWeZmZmZq/PjxqlGjhry9vRUQEKBevXrp0qVLWeZVqFBBzz33nH788UfVq1dPBQsW1LRp02QymXTt2jV99dVX1tskt29z5bRmacmSJWrVqpWCgoLk5eWlypUra8SIEdnqsqfy5cvf9e0bHx8f+fv7KyUl5Y5zly1bplu3bql58+a5zrl165Y6duyoJUuWaMqUKTmubVq7dq3q1asnb29vVa5cWdOmTdMHH3yQp3Po1KmTli9fnqXurVu36tChQ+rUqVOu+3311VfasGGDhg4dmmX89jktWbLE8HlXr14tNze3bPvPmTNHJpNJU6ZMsfkcjPx9zdLt77WffvpJb731lvz9/VW0aFH16tVLN2/eVEpKil5++WUVK1ZMxYoV0//93//JYrFkOaatPws5+emnn3T+/Plsf/eHDx+Wu7u7GjRokG0fPz8/eXt7Zxlr0aKFrl27poSEhDx0Aw8TwhJgRxkZGYqKilKJEiU0ZswYNWnSRGPHjtX06dOzzOvVq5f69eunRo0aacKECerWrZtmz56tqKgomc3mLHMPHjyomJgYtWjRQhMmTFBoaKhmzZolLy8vPfHEE5o1a5ZmzZqlXr165VrXl19+KV9fX8XFxWnChAkKCwvT0KFDNWDAAIf04W6kpqbq/PnzOnDggAYNGqQ9e/aoWbNmd9xv48aNKlGihMqXL5/j9lu3bikmJkaLFi3SpEmTcuzTjh071LJlS124cEHx8fHq3r27hg8fnuc1YW3btpXJZNLChQutY3PmzFFISIjq1q2b4z7Lli3TO++8oyVLlmQ7hyJFiqhy5cp3XL/VtGlTvfHGGxo1apSSkpIkSadPn9abb76p5s2bZ7vyYm9vvvmmDh06pPj4eLVp00bTp0/X+++/r9atWysjI0MjR45U48aN9fHHH2e77ZeXn4W/27hxo0wmk+rUqZNlvHz58srIyMj2XLl59NFHVbBgwTytk8NDxgIgz2bOnGmRZNm6dat1LDY21iLJMnz48Cxz69SpYwkLC7M+3rBhg0WSZfbs2VnmrVixItt4+fLlLZIsK1asyFZDoUKFLLGxsbnWdvToUetYWlpatnm9evWy+Pj4WG7cuJHnc82r3Gr9q6ioKIskiySLp6enpVevXpbr16/f8diNGzfO0t/b1qxZY5Fk7eGkSZNyPUbr1q0tPj4+lpMnT1rHDh06ZClQoIDFlv9NxsbGWgoVKmSxWCyWF154wdKsWTOLxWKxZGRkWAIDAy3x8fGWo0ePWiRZPv74Y+t+S5cutQQEBFg2btyY67EjIyMt1atXv2MN165ds1SpUsVSo0YNy40bNyytWrWy+Pn5WY4dO3bHff+qRo0aliZNmuS4rXz58ln+Hm9/b0RFRVkyMzOt4xERERaTyWR57bXXrGO3bt2ylC1bNsux8/KzkJOXXnrJUqJEiWzjycnJFn9/f4skS0hIiOW1116zzJkzx5KSkpLrsR555BHLM888Y/h8eHhxZQmws7//K/6JJ57QkSNHrI/nz5+vIkWKqEWLFjp//rz1T1hYmHx9fbVmzZos+1esWFFRUVH3VNNf1zhduXJF58+f1xNPPKG0tDQdOHDgno5tLx999JFWrlypL774Qg0aNNDNmzd169atO+534cIFFStWLNftZ86cUYECBVSxYsUct2dkZGjVqlWKjo5WUFCQdbxKlSp65pln8nwenTp10tq1a5WcnKzVq1crOTk5x1tw165dU9u2beXj46OBAwfqqaeeyvGqV7FixXT+/Pk7Pq+Pj4++/PJL7d+/37o4/pNPPlG5cuXyfA551b179yy3K8PDw2WxWLKsC3N3d1e9evXu6Wfh73L7uw8ICNCuXbv02muv6dKlS5o6dao6deqkUqVKacSIEdluBUq29xkPJxZ4A3bk7e0tf3//LGPFihXLsv7i0KFDunz5skqVKpXjMc6ePZvlcW6/5PNi7969GjJkiFavXq3U1NQs2y5fvnzPx7eH0NBQ69cvvfSS6tatq65du2Z76X9Ocvrld9u//vUvjR8/Xi+88IJWrlypRo0aZdl+9uxZXb9+PcdX0t3p1XU5efbZZ1W4cGHNmzdPO3fu1OOPP64qVapke9+rQoUKKT09/Y7Hs1gsNq+batSokV5//XVNmjRJUVFRdn21n5G/B7IiRYpIkoKDg7ON38vPQk5y+7svXbq0pkyZosmTJ+vQoUP68ccfNXr0aA0dOlSlS5fO9qKCvPQZDx/CEmBHtrwKLTMzU6VKldLs2bNz3P73sGX0yjdbpKSkqEmTJvLz89Pw4cNVuXJleXt7KykpSf3791dmZuY9Hd8RPD091aZNG3300Ue6fv26YQ9KlChhuBi4dOnSSkhIUOPGjdWqVSutW7dOtWvXdkTZkv58xVjbtm311Vdf6ciRI/rggw/u6XiXLl1SyZIlbZqbnp6utWvXSvpzkXNaWpp8fHzu6fltkdv3fU7jfw03ef1Z+Ls7/d1Lf77S8JFHHtEjjzyiVq1aqWrVqpo9e3a2sHTp0iXrqxOBvyMsAfdZ5cqVtWrVKjVq1OiegpCt/wpeu3atLly4oIULF+rJJ5+0jh89evSun/t+uH79uiwWi65cuWLYp5CQkCwvyc9JpUqV9OOPP6pJkyaKiorShg0brL8YS5UqJW9vb/3+++/Z9stpzBadOnXSjBkz5Obmpo4dO97VMW47evSozeFu2LBh2r9/v8aMGaP+/ftrwIAB+vTTT+/p+R3pXn8WQkJCNHv2bF2+fNl6NctIpUqVVKxYsWzv+3Xr1i2dOHHCYe9nBdfHmiXgPuvQoYMyMjI0YsSIbNtu3bpl08vlpT9v49gy9/a/7v/6L/qbN29q8uTJNj2Po+V0qyUlJUXfffedgoODc71Fc1tERIQuXbqUZS1MTmrWrKlly5bp6tWratGihU6ePCnpz/40b95cixcv1qlTp6zzf//9dy1fvvwuzkh6+umnNWLECE2cOFGBgYF3dQzpz1ukhw8fzvZeQTnZvHmzxowZo759++rdd99Vv379NHHiRK1bt+6un9/R7vVnISIiQhaLRdu3b88yvnnzZl27di3b/C1btujChQuqVq1alvF9+/bpxo0bNvUZDyeuLAH3WZMmTdSrVy+NGjVKO3fuVGRkpDw8PHTo0CHNnz9fEyZM0AsvvHDH44SFhWnVqlUaN26cgoKCVLFixRw/S6xhw4YqVqyYYmNj9dZbb8lkMmnWrFmG63zs4fvvv7d+hITZbNbu3bv14YcfSpLatGmjWrVqSZKeeeYZlS1bVuHh4SpVqpSOHz+umTNn6tSpU5o3b94dn6dVq1YqUKCAVq1apVdffdVwbkREhBYuXKjWrVurRYsW2rBhg0qUKKEPPvjAup7p9ddfV0ZGhiZOnKjHHntMO3fuzPO5u7m5aciQIXne7+9WrVoli8Wi559/3nDejRs3FBsbq6pVq+qf//ynJCk+Pl7ff/+9unXrpl9//VWFChW653rs7V5/Fho3bqwSJUpo1apVatq0qXV81qxZmj17tv7xj38oLCxMnp6e2r9/v2bMmCFvb+9sH42SkJAgHx+fu/58OTz4CEuAE0ydOlVhYWGaNm2aBg0apAIFCqhChQp66aWXsi1Azs24ceP06quvasiQIbp+/bpiY2NzDEslSpTQ0qVL9e6772rIkCEqVqyYXnrpJTVr1uyeX2Vn5LvvvtNXX31lfbxjxw7t2LFDklS2bFlrWHrllVc0d+5cffLJJ0pJSVGxYsXUoEEDzZkzR0888cQdnycgIEDPPvusvv322zuGJUmKjIzUrFmzFBMTo2eeeUaJiYkKCwvT8uXL9d577+n9999XcHCwhg8frv379zv11YLz589X48aNVblyZcN5gwYN0u+//66NGzda33DR09NTX331lRo0aKB+/frlmyuJf3cvPwuenp7q3Lmz5s+fr5EjR1rHe/XqJR8fHyUmJmrJkiVKTU2Vv7+/IiMjNXDgwGzvyzR//ny1bdtWhQsXdsg5wvWZLI7+5yUAONiGDRv01FNP6cCBA3ZdpBsdHa29e/fq0KFDdjumrZKTk1WxYkXNnTv3jleWHmZHjhxRSEiIli9fbtObmP7dzp07VbduXSUlJWV5RSbwV4QlAA+E27fzPvvss7va/++vujt06JBq1Kih2NjYuz7mvRgwYIBWr16tLVu23PfndjWvv/66fv/997v6uJKOHTsqMzNT3377rQMqw4OCsATAZjdv3tTFixcN5xQpUuSe3+7AGUqXLq2uXbuqUqVKOnbsmKZMmaL09HTt2LGDl5QDDznWLAGw2caNG/X0008bzpk5c2aWD1t1FS1bttR//vMfJScny8vLSxERERo5ciRBCQBXlgDY7tKlS9lepv13NWrUUOnSpe9TRQDgeIQlAAAAA7wpJQAAgAHWLNlBZmamTp06pcKFC/NBjAAAuIjbH6kUFBQkN7fcrx8Rluzg1KlT2T5dGwAAuIYTJ06obNmyuW4nLNnB7Xd9PXHihPz8/Ox2XLPZrJUrV1o/AgD2QV/tj546Bn21P3rqGK7a19TUVAUHB9/x3dsJS3Zw+9abn5+f3cOSj4+P/Pz8XOqbL7+jr/ZHTx2DvtofPXUMV+/rnZbQsMAbAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAAGEJAADAgMuFpUmTJqlChQry9vZWeHi4tmzZYjh//vz5CgkJkbe3t2rWrKkffvgh17mvvfaaTCaTxo8fb+eqAQCAq3KpsDRv3jzFxcVp2LBhSkpKUu3atRUVFaWzZ8/mOH/jxo2KiYlR9+7dtWPHDkVHRys6Olp79uzJNnfRokX65ZdfFBQU5OjTAAAALsSlwtK4cePUs2dPdevWTY8++qimTp0qHx8fzZgxI8f5EyZMUMuWLdWvXz9Vr15dI0aMUN26dTVx4sQs806ePKk333xTs2fPloeHx/04FQAA4CJcJizdvHlT27dvV/Pmza1jbm5uat68uTZt2pTjPps2bcoyX5KioqKyzM/MzFSXLl3Ur18/1ahRwzHFAwAAl1XA2QXY6vz588rIyFBAQECW8YCAAB04cCDHfZKTk3Ocn5ycbH08evRoFShQQG+99ZbNtaSnpys9Pd36ODU1VZJkNptlNpttPs6d3D6WPY8J+uoI9NQx6Kv90VPHcNW+2lqvy4QlR9i+fbsmTJigpKQkmUwmm/cbNWqU4uPjs42vXLlSPj4+9ixRkpSQkGD3Y4K+OgI9dQz6an/01DFcra9paWk2zXOZsFSyZEm5u7vrzJkzWcbPnDmjwMDAHPcJDAw0nL9hwwadPXtW5cqVs27PyMjQu+++q/Hjx+uPP/7I8bgDBw5UXFyc9XFqaqqCg4MVGRkpPz+/uzm9HJnNZiUkJKhFixaspbIj+mp/9NQx6Kv90VPHcNW+3r4zdCcuE5Y8PT0VFhamxMRERUdHS/pzvVFiYqL69OmT4z4RERFKTExU3759rWMJCQmKiIiQJHXp0iXHNU1dunRRt27dcq3Fy8tLXl5e2cY9PDwc8k3iqOM+7Oir/dFTx6Cv9kdPHcPV+mprrS4TliQpLi5OsbGxqlevnurXr6/x48fr2rVr1mDz8ssvq0yZMho1apQk6e2331aTJk00duxYtWrVSnPnztW2bds0ffp0SVKJEiVUokSJLM/h4eGhwMBAVatW7f6eHAAAyJdcKiy9+OKLOnfunIYOHark5GSFhoZqxYoV1kXcx48fl5vb/3uBX8OGDTVnzhwNGTJEgwYNUtWqVbV48WI99thjzjoFAADgYlwqLElSnz59cr3ttnbt2mxj7du3V/v27W0+fm7rlAAAwMPJZd5nCQAAwBkISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAYISwAAAAZcLixNmjRJFSpUkLe3t8LDw7VlyxbD+fPnz1dISIi8vb1Vs2ZN/fDDD9ZtZrNZ/fv3V82aNVWoUCEFBQXp5Zdf1qlTpxx9GgAAwEW4VFiaN2+e4uLiNGzYMCUlJal27dqKiorS2bNnc5y/ceNGxcTEqHv37tqxY4eio6MVHR2tPXv2SJLS0tKUlJSk999/X0lJSVq4cKEOHjyoNm3a3M/TAgAA+ZhLhaVx48apZ8+e6tatmx599FFNnTpVPj4+mjFjRo7zJ0yYoJYtW6pfv36qXr26RowYobp162rixImSpCJFiighIUEdOnRQtWrV1KBBA02cOFHbt2/X8ePH7+epAQCAfMplwtLNmze1fft2NW/e3Drm5uam5s2ba9OmTTnus2nTpizzJSkqKirX+ZJ0+fJlmUwmFS1a1C51AwAA11bA2QXY6vz588rIyFBAQECW8YCAAB04cCDHfZKTk3Ocn5ycnOP8GzduqH///oqJiZGfn1+utaSnpys9Pd36ODU1VdKfa6DMZrNN52OL28ey5zFBXx2BnjoGfbU/euoYrtpXW+t1mbDkaGazWR06dJDFYtGUKVMM544aNUrx8fHZxleuXCkfHx+715aQkGD3Y4K+OgI9dQz6an/01DFcra9paWk2zXOZsFSyZEm5u7vrzJkzWcbPnDmjwMDAHPcJDAy0af7toHTs2DGtXr3a8KqSJA0cOFBxcXHWx6mpqQoODlZkZOQd980Ls9mshIQEtWjRQh4eHnY77sOOvtofPXUM+mp/9NQxXLWvt+8M3YnLhCVPT0+FhYUpMTFR0dHRkqTMzEwlJiaqT58+Oe4TERGhxMRE9e3b1zqWkJCgiIgI6+PbQenQoUNas2aNSpQoccdavLy85OXllW3cw8PDId8kjjruw46+2h89dQz6an/01DFcra+21pqnsJSSkqJFixZpw4YNOnbsmNLS0uTv7686deooKipKDRs2vKtibRUXF6fY2FjVq1dP9evX1/jx43Xt2jV169ZNkvTyyy+rTJkyGjVqlCTp7bffVpMmTTR27Fi1atVKc+fO1bZt2zR9+nRJfwalF154QUlJSVq6dKkyMjKs65mKFy8uT09Ph54PAADI/2x6NdypU6fUo0cPlS5dWh9++KGuX7+u0NBQNWvWTGXLltWaNWvUokULPfroo5o3b57Din3xxRc1ZswYDR06VKGhodq5c6dWrFhhXcR9/PhxnT592jq/YcOGmjNnjqZPn67atWtrwYIFWrx4sR577DFJ0smTJ/Xf//5X//vf/xQaGqrSpUtb/2zcuNFh5wEAAFyHTVeW6tSpo9jYWG3fvl2PPvpojnOuX7+uxYsXa/z48Tpx4oTee+89uxZ6W58+fXK97bZ27dpsY+3bt1f79u1znF+hQgVZLBZ7lgcAAB4wNoWlffv23XEtT8GCBRUTE6OYmBhduHDBLsUBAAA4m0234WxZ9Hwv8wEAAPIrm9/B+8cff1RMTIyOHj0qSerevbvDigIAAMgvbA5L/fr103PPPaeuXbvq5MmT2rdvnyPrAgAAyBdsfuuA4sWLq3PnzgoPD1ePHj1069YtR9YFAACQL9h8Zen2ew5VqVJFvXv3VlJSksOKAgAAyC9sDkvTpk1TRkaGJOm5557Ttm3bHFYUAABAfmHzbbiKFStmeVynTh27FwMAAJDf2ByWmjZtatO81atX33UxAAAA+Y3NYWnt2rUqX768WrVq5VIfkgcAAHAvbA5Lo0eP1syZMzV//nx17txZr7zyivUz1gAAAB5UeXqfpX379mnx4sW6cuWKGjVqpPr162vq1KlKTU11ZI0AAABOY3NYui0iIkKfffaZTp8+rd69e2vGjBkKCgoiMAEAgAdSnsPSbUlJSVq3bp3279+vxx57jHVMAADggZSnsHTq1CmNHDlSjzzyiF544QUVL15cmzdv1i+//KKCBQs6qkYAAACnsXmB97PPPqs1a9YoMjJSH3/8sVq1aqUCBWzeHQAAwCXZnHZWrFih0qVL6/jx44qPj1d8fHyO8/gYFAAA8CCxOSwNGzbMkXUAAADkS4QlAAAAA3f9ajgAAICHAWEJAADAAGEJAADAAGEJAADAAGEJAADAQJ7fVfLTTz/NcdxkMsnb21tVqlTRk08+KXd393suDgAAwNnyHJY++eQTnTt3TmlpaSpWrJgk6dKlS/Lx8ZGvr6/Onj2rSpUqac2aNQoODrZ7wQAAAPdTnm/DjRw5Uo8//rgOHTqkCxcu6MKFC/rtt98UHh6uCRMm6Pjx4woMDNQ777zjiHoBAADuqzxfWRoyZIi+++47Va5c2TpWpUoVjRkzRu3atdORI0f0r3/9S+3atbNroQAAAM6Q5ytLp0+f1q1bt7KN37p1S8nJyZKkoKAgXbly5d6rAwAAcLI8h6Wnn35avXr10o4dO6xjO3bs0Ouvv66mTZtKkn799VdVrFjRflUCAAA4SZ7D0hdffKHixYsrLCxMXl5e8vLyUr169VS8eHF9/vnnkiRfX1+NHTvW7sUCAADcb3lesxQYGKiEhAQdPHhQBw8elCRVq1ZN1apVs96ee/rpp+1bJQAAgJPYfGXp22+/zfK4WrVqatOmjdq0aWMNSh06dLB7gQAAAM5kc1h6+eWXlZCQkOO2jIwMdejQQZs2bbJbYQAAAPmBzWFp9OjRatu2rTZv3pxlPDMzUx06dNDPP/+sVatW2b1AAAAAZ7J5zdLbb7+tixcv6tlnn9X69etVo0YNZWRk6MUXX9SGDRu0evVq1ahRw5G1AgAA3Hd5WuAdHx+vixcvKjIyUmvWrNGQIUO0bt06JSYm6rHHHnNUjQAAAE6T51fD/fvf/9alS5dUu3Zt+fr6KjExUbVq1XJEbQAAAE5nc1iKi4uzfl2sWDFZLBaFhobqyy+/zDJv3LhxdisOAADA2WwOS399x25JioiI0K1bt7KMm0wm+1UGAACQD9gcltasWePIOgAAAPKlPH/cCQAAwMPEprD00UcfKS0tzaYDbt68WcuWLbunogAAAPILm8LSvn37VL58eb3xxhtavny5zp07Z91269Yt7d69W5MnT1bDhg314osvqnDhwg4rGAAA4H6yac3S119/rV27dmnixInq1KmTUlNT5e7uLi8vL+sVpzp16qhHjx7q2rWrvL29HVo0AADA/WLzAu/atWvrs88+07Rp07R7924dO3ZM169fV8mSJRUaGqqSJUs6sk4AAACnyPObUrq5uSk0NFShoaEOKAcAACB/4dVwAAAABghLAAAABghLAAAABghLAAAABghLAAAABvIUlj7//HPFxsZq5syZkqR58+apevXqqlSpkoYNG+aQAgEAAJzJ5rcOGD9+vIYMGaKoqCgNHjxYp06d0ieffKJ33nlHGRkZGjt2rMqUKaNXX33VkfUCAADcVzaHpWnTpmn69Onq1KmTduzYofr162vq1Knq3r27JKlMmTKaMmUKYQkAADxQbL4Nd+zYMTVu3FjSnx9t4u7urgYNGli3N2nSRIcPH7Z/hQAAAE5kc1jy8fHRtWvXrI/9/f3l6+ubZc6tW7fsVxkAAEA+YHNYCgkJ0e7du62PT5w4ofLly1sfHzhwQBUqVLBrcTmZNGmSKlSoIG9vb4WHh2vLli2G8+fPn6+QkBB5e3urZs2a+uGHH7Jst1gsGjp0qEqXLq2CBQuqefPmOnTokCNPAQAAuBCbw9Lo0aNVrVq1XLcfP35cvXr1sktRuZk3b57i4uI0bNgwJSUlqXbt2oqKitLZs2dznL9x40bFxMSoe/fu2rFjh6KjoxUdHa09e/ZY5/zrX//Sp59+qqlTp2rz5s0qVKiQoqKidOPGDYeeCwAAcA02L/Bu1KiR4fY33njjnou5k3Hjxqlnz57q1q2bJGnq1KlatmyZZsyYoQEDBmSbP2HCBLVs2VL9+vWTJI0YMUIJCQmaOHGipk6dKovFYn2V3/PPPy9J+vrrrxUQEKDFixerY8eODj+n3FgsFqXdvKX0DCnt5i15WExOq+VBYzbTV3ujp45BX+2PnjrG/ehrQQ93mUzO+TszWSwWi1OeOY9u3rwpHx8fLViwQNHR0dbx2NhYpaSkaMmSJdn2KVeunOLi4tS3b1/r2LBhw7R48WLt2rVLR44cUeXKlbVjxw6FhoZa5zRp0kShoaGaMGFCjrWkp6crPT3d+jg1NVXBwcE6f/68/Pz87vlcpT+/4WqPWG2XYwEA4Op2vd9UPp42X+OxSWpqqkqWLKnLly8b/v6227Pu2rVLdevWVUZGhr0OmcX58+eVkZGhgICALOMBAQE6cOBAjvskJyfnOD85Odm6/fZYbnNyMmrUKMXHx2cbX7lypXx8fO58MjZIz5Ds+NcDAIBL+/HHlfJyt+8x09LSbJpn19/GLnKR6p4NHDhQcXFx1se3ryxFRkba7cqSxWJR06bpWr16tZo2bSoPD4KTvZjNt+irndFTx6Cv9kdPHeN+9NURt+FSU1NtmmfzGbVt29Zw++XLlx16L7FkyZJyd3fXmTNnsoyfOXNGgYGBOe4TGBhoOP/2f8+cOaPSpUtnmfPX23J/5+XlJS8vr2zjHh4e8vDwsOl8bFHEZJKXu1SkkLddj/uwM5vN9NXO6Klj0Ff7o6eO4ap9tbVWm18N9/333+vGjRsqUqRIjn/+/p5L9ubp6amwsDAlJiZaxzIzM5WYmKiIiIgc94mIiMgyX5ISEhKs8ytWrKjAwMAsc1JTU7V58+ZcjwkAAB4uNl9Zql69utq1a2f9eJO/27lzp5YuXWq3wnISFxen2NhY1atXT/Xr19f48eN17do166vjXn75ZZUpU0ajRo2SJL399ttq0qSJxo4dq1atWmnu3Lnatm2bpk+fLkkymUzq27evPvzwQ1WtWlUVK1bU+++/r6CgoCyLyAEAwMPL5rAUFhampKSkXMOSl5eXypUrZ7fCcvLiiy/q3LlzGjp0qJKTkxUaGqoVK1ZYF2gfP35cbm7/72JZw4YNNWfOHA0ZMkSDBg1S1apVtXjxYj322GPWOf/3f/+na9eu6dVXX1VKSooaN26sFStWyNvb26HnAgAAXIPNYWnq1KmGr3SrXr26jh49apeijPTp00d9+vTJcdvatWuzjbVv317t27fP9Xgmk0nDhw/X8OHD7VUiAAB4gNi8ZsnLyytPL4v/6KOPlJKScjc1AQAA5Bs2h6W8GjlypC5evOiowwMAANwXDgtLD8t7LgEAgAebw8ISAADAg4CwBAAAYICwBAAAYICwBAAAYMBhYemJJ55QwYIFHXV4AACA+8LmN6W09ZN5/fz8JEk//PDD3VUEAACQj9gclooWLSqTyZTrdovFIpPJZPgu3wAAAK7G5rC0Zs0aR9YBAACQL9kclpo0aeLIOgAAAPIlXg0HAABggLAEAABggLAEAABggLAEAABggLAEAABgwOZXw/3Vtm3b9O233+r48eO6efNmlm0LFy60S2EAAAD5QZ6vLM2dO1cNGzbU/v37tWjRIpnNZu3du1erV69WkSJFHFEjAACA0+Q5LI0cOVKffPKJvv/+e3l6emrChAk6cOCAOnTooHLlyjmiRgAAAKfJc1g6fPiwWrVqJUny9PTUtWvXZDKZ9M4772j69Ol2LxAAAMCZ8hyWihUrpitXrkiSypQpoz179kiSUlJSlJaWZt/qAAAAnCzPC7yffPJJJSQkqGbNmmrfvr3efvttrV69WgkJCWrWrJkjagQAAHCaPIeliRMn6saNG5KkwYMHy8PDQxs3blS7du00ZMgQuxcIAADgTHkOS8WLF7d+7ebmpgEDBti1IAAAgPzEprCUmpoqPz8/69dGbs8DAAB4ENgUlooVK6bTp0+rVKlSKlq0qEwmU7Y5FotFJpNJGRkZdi8SAADAWWwKS6tXr7befluzZo1DCwIAAMhPbApLTZo0sX5dsWJFBQcHZ7u6ZLFYdOLECftWBwAA4GR5fp+lihUr6ty5c9nGL168qIoVK9qlKAAAgPwiz2Hp9tqkv7t69aq8vb3tUhQAAEB+YfNbB8TFxUmSTCaT3n//ffn4+Fi3ZWRkaPPmzQoNDbV7gQAAAM5kc1jasWOHpD+vLP3666/y9PS0bvP09FTt2rX13nvv2b9CAAAAJ7I5LN1+FVy3bt306aefqnDhwg4rCgAAIL/I05ols9msWbNm6dixY46qBwAAIF/JU1jy8PBQuXLleONJAADw0Mjzq+EGDx6sQYMG6eLFi46oBwAAIF/J8wfpTpw4Ub///ruCgoJUvnx5FSpUKMv2pKQkuxUHAADgbHkOS9HR0Q4oAwAAIH/Kc1gaNmyYI+oAAADIl/K8ZkmSUlJS9Pnnn2vgwIHWtUtJSUk6efKkXYsDAABwtjxfWdq9e7eaN2+uIkWK6I8//lDPnj1VvHhxLVy4UMePH9fXX3/tiDoBAACcIs9XluLi4tS1a1cdOnQoy2fBPfvss1q/fr1diwMAAHC2PIelrVu3qlevXtnGy5Qpo+TkZLsUBQAAkF/kOSx5eXkpNTU12/hvv/0mf39/uxQFAACQX+Q5LLVp00bDhw+X2WyWJJlMJh0/flz9+/dXu3bt7F4gAACAM+U5LI0dO1ZXr15VqVKldP36dTVp0kRVqlRR4cKF9c9//tMRNQIAADhNnl8NV6RIESUkJOinn37S7t27dfXqVdWtW1fNmzd3RH0AAABOleewdFvjxo3VuHFje9YCAACQ79xVWEpMTFRiYqLOnj2rzMzMLNtmzJhhl8IAAADygzyHpfj4eA0fPlz16tVT6dKlZTKZHFEXAABAvpDnsDR16lR9+eWX6tKliyPqAQAAyFfy/Gq4mzdvqmHDho6oBQAAIN/Jc1jq0aOH5syZ44haAAAA8p0834a7ceOGpk+frlWrVqlWrVry8PDIsn3cuHF2Kw4AAMDZ8hyWdu/erdDQUEnSnj17smxjsTcAAHjQ5Pk23Jo1a3L9s3r1akfUKEm6ePGiOnfuLD8/PxUtWlTdu3fX1atXDfe5ceOGevfurRIlSsjX11ft2rXTmTNnrNt37dqlmJgYBQcHq2DBgqpevbomTJjgsHMAAACuJ89hyVk6d+6svXv3KiEhQUuXLtX69ev16quvGu7zzjvv6Pvvv9f8+fO1bt06nTp1Sm3btrVu3759u0qVKqVvvvlGe/fu1eDBgzVw4EBNnDjR0acDAABchM234f4aMowsXLjwrovJzf79+7VixQpt3bpV9erVkyT9+9//1rPPPqsxY8YoKCgo2z6XL1/WF198oTlz5qhp06aSpJkzZ6p69er65Zdf1KBBA73yyitZ9qlUqZI2bdqkhQsXqk+fPnY/DwAA4HpsDktFihRxZB2GNm3apKJFi1qDkiQ1b95cbm5u2rx5s/7xj39k22f79u0ym81ZPrMuJCRE5cqV06ZNm9SgQYMcn+vy5csqXry4YT3p6elKT0+3Pk5NTZUkmc1mmc3mPJ2bkdvHsucxQV8dgZ46Bn21P3rqGK7aV1vrtTkszZw5866LuVfJyckqVapUlrECBQqoePHiSk5OznUfT09PFS1aNMt4QEBArvts3LhR8+bN07JlywzrGTVqlOLj47ONr1y5Uj4+Pob73o2EhAS7HxP01RHoqWPQV/ujp47han1NS0uzad5df5CuPQwYMECjR482nLN///77UsuePXv0/PPPa9iwYYqMjDScO3DgQMXFxVkfp6amKjg4WJGRkfLz87NbTWazWQkJCWrRokW2t2jA3aOv9kdPHYO+2h89dQxX7evtO0N34tSw9O6776pr166GcypVqqTAwECdPXs2y/itW7d08eJFBQYG5rhfYGCgbt68qZSUlCxXl86cOZNtn3379qlZs2Z69dVXNWTIkDvW7eXlJS8vr2zjHh4eDvkmcdRxH3b01f7oqWPQV/ujp47han21tVanhiV/f3/5+/vfcV5ERIRSUlK0fft2hYWFSZJWr16tzMxMhYeH57hPWFiYPDw8lJiYqHbt2kmSDh48qOPHjysiIsI6b+/evWratKliY2P1z3/+0w5nBQAAHiQu8dYB1atXV8uWLdWzZ09t2bJFP//8s/r06aOOHTtaXwl38uRJhYSEaMuWLZL+XJDevXt3xcXFac2aNdq+fbu6deumiIgI6+LuPXv26Omnn1ZkZKTi4uKUnJys5ORknTt3zmnnCgAA8henXlnKi9mzZ6tPnz5q1qyZ3Nzc1K5dO3366afW7WazWQcPHsyyWOuTTz6xzk1PT1dUVJQmT55s3b5gwQKdO3dO33zzjb755hvrePny5fXHH3/cl/MCAAD5m8uEpeLFixt+gG+FChVksViyjHl7e2vSpEmaNGlSjvt88MEH+uCDD+xZJgAAeMC4xG04AAAAZyEsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGCAsAQAAGHCZsHTx4kV17txZfn5+Klq0qLp3766rV68a7nPjxg317t1bJUqUkK+vr9q1a6czZ87kOPfChQsqW7asTCaTUlJSHHAGAADAFblMWOrcubP27t2rhIQELV26VOvXr9err75quM8777yj77//XvPnz9e6det06tQptW3bNse53bt3V61atRxROgAAcGEuEZb279+vFStW6PPPP1d4eLgaN26sf//735o7d65OnTqV4z6XL1/WF198oXHjxqlp06YKCwvTzJkztXHjRv3yyy9Z5k6ZMkUpKSl677337sfpAAAAF1LA2QXYYtOmTSpatKjq1atnHWvevLnc3Ny0efNm/eMf/8i2z/bt22U2m9W8eXPrWEhIiMqVK6dNmzapQYMGkqR9+/Zp+PDh2rx5s44cOWJTPenp6UpPT7c+Tk1NlSSZzWaZzea7Osec3D6WPY8J+uoI9NQx6Kv90VPHcNW+2lqvS4Sl5ORklSpVKstYgQIFVLx4cSUnJ+e6j6enp4oWLZplPCAgwLpPenq6YmJi9PHHH6tcuXI2h6VRo0YpPj4+2/jKlSvl4+Nj0zHyIiEhwe7HBH11BHrqGPTV/uipY7haX9PS0mya59SwNGDAAI0ePdpwzv79+x32/AMHDlT16tX10ksv5Xm/uLg46+PU1FQFBwcrMjJSfn5+dqvPbDYrISFBLVq0kIeHh92O+7Cjr/ZHTx2DvtofPXUMV+3r7TtDd+LUsPTuu++qa9euhnMqVaqkwMBAnT17Nsv4rVu3dPHiRQUGBua4X2BgoG7evKmUlJQsV5fOnDlj3Wf16tX69ddftWDBAkmSxWKRJJUsWVKDBw/O8eqRJHl5ecnLyyvbuIeHh0O+SRx13IcdfbU/euoY9NX+6KljuFpfba3VqWHJ399f/v7+d5wXERGhlJQUbd++XWFhYZL+DDqZmZkKDw/PcZ+wsDB5eHgoMTFR7dq1kyQdPHhQx48fV0REhCTpu+++0/Xr1637bN26Va+88oo2bNigypUr3+vpAQCAB4BLrFmqXr26WrZsqZ49e2rq1Kkym83q06ePOnbsqKCgIEnSyZMn1axZM3399deqX7++ihQpou7duysuLk7FixeXn5+f3nzzTUVERFgXd/89EJ0/f976fH9f6wQAAB5OLhGWJGn27Nnq06ePmjVrJjc3N7Vr106ffvqpdbvZbNbBgwezLNb65JNPrHPT09MVFRWlyZMnO6N8AADgolwmLBUvXlxz5szJdXuFChWsa45u8/b21qRJkzRp0iSbnuOpp57KdgwAAPBwc4k3pQQAAHAWwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAIABwhIAAICBAs4u4EFgsVgkSampqXY9rtlsVlpamlJTU+Xh4WHXYz/M6Kv90VPHoK/2R08dw1X7evv39u3f47khLNnBlStXJEnBwcFOrgQAAOTVlStXVKRIkVy3myx3ilO4o8zMTJ06dUqFCxeWyWSy23FTU1MVHBysEydOyM/Pz27HfdjRV/ujp45BX+2PnjqGq/bVYrHoypUrCgoKkptb7iuTuLJkB25ubipbtqzDju/n5+dS33yugr7aHz11DPpqf/TUMVyxr0ZXlG5jgTcAAIABwhIAAIABwlI+5uXlpWHDhsnLy8vZpTxQ6Kv90VPHoK/2R08d40HvKwu8AQAADHBlCQAAwABhCQAAwABhCQAAwABhCQAAwABhKR+bNGmSKlSoIG9vb4WHh2vLli3OLsmlrV+/Xq1bt1ZQUJBMJpMWL17s7JJc3qhRo/T444+rcOHCKlWqlKKjo3Xw4EFnl+XypkyZolq1alnf4C8iIkLLly93dlkPlI8++kgmk0l9+/Z1diku7YMPPpDJZMryJyQkxNll2R1hKZ+aN2+e4uLiNGzYMCUlJal27dqKiorS2bNnnV2ay7p27Zpq166tSZMmObuUB8a6devUu3dv/fLLL0pISJDZbFZkZKSuXbvm7NJcWtmyZfXRRx9p+/bt2rZtm5o2barnn39ee/fudXZpD4StW7dq2rRpqlWrlrNLeSDUqFFDp0+ftv756aefnF2S3fHWAflUeHi4Hn/8cU2cOFHSn58/FxwcrDfffFMDBgxwcnWuz2QyadGiRYqOjnZ2KQ+Uc+fOqVSpUlq3bp2efPJJZ5fzQClevLg+/vhjde/e3dmluLSrV6+qbt26mjx5sj788EOFhoZq/Pjxzi7LZX3wwQdavHixdu7c6exSHIorS/nQzZs3tX37djVv3tw65ubmpubNm2vTpk1OrAwwdvnyZUl//mKHfWRkZGju3Lm6du2aIiIinF2Oy+vdu7datWqV5f+vuDeHDh1SUFCQKlWqpM6dO+v48ePOLsnu+CDdfOj8+fPKyMhQQEBAlvGAgAAdOHDASVUBxjIzM9W3b181atRIjz32mLPLcXm//vqrIiIidOPGDfn6+mrRokV69NFHnV2WS5s7d66SkpK0detWZ5fywAgPD9eXX36patWq6fTp04qPj9cTTzyhPXv2qHDhws4uz24ISwDsonfv3tqzZ88DuV7BGapVq6adO3fq8uXLWrBggWJjY7Vu3ToC0106ceKE3n77bSUkJMjb29vZ5TwwnnnmGevXtWrVUnh4uMqXL69vv/32gbplTFjKh0qWLCl3d3edOXMmy/iZM2cUGBjopKqA3PXp00dLly7V+vXrVbZsWWeX80Dw9PRUlSpVJElhYWHaunWrJkyYoGnTpjm5Mte0fft2nT17VnXr1rWOZWRkaP369Zo4caLS09Pl7u7uxAofDEWLFtUjjzyi33//3dml2BVrlvIhT09PhYWFKTEx0TqWmZmpxMRE1iwgX7FYLOrTp48WLVqk1atXq2LFis4u6YGVmZmp9PR0Z5fhspo1a6Zff/1VO3futP6pV6+eOnfurJ07dxKU7OTq1as6fPiwSpcu7exS7IorS/lUXFycYmNjVa9ePdWvX1/jx4/XtWvX1K1bN2eX5rKuXr2a5V87R48e1c6dO1W8eHGVK1fOiZW5rt69e2vOnDlasmSJChcurOTkZElSkSJFVLBgQSdX57oGDhyoZ555RuXKldOVK1c0Z84crV27Vj/++KOzS3NZhQsXzraWrlChQipRogRr7O7Be++9p9atW6t8+fI6deqUhg0bJnd3d8XExDi7NLsiLOVTL774os6dO6ehQ4cqOTlZoaGhWrFiRbZF37Ddtm3b9PTTT1sfx8XFSZJiY2P15ZdfOqkq1zZlyhRJ0lNPPZVlfObMmeratev9L+gBcfbsWb388ss6ffq0ihQpolq1aunHH39UixYtnF0akMX//vc/xcTE6MKFC/L391fjxo31yy+/yN/f39ml2RXvswQAAGCANUsAAAAGCEsAAAAGCEsAAAAGCEsAAAAGCEsAAAAGCEsAAAAGCEsAAAAGCEsAAAAGCEsAHjhdu3ZVdHS0056/S5cuGjlypM3zz58/r1KlSul///ufA6sCcLd4B28ALsVkMhluHzZsmN555x1ZLBYVLVr0/hT1F7t27VLTpk117Ngx+fr6SvrzcwgHDx6stWvX6uLFiypZsqTCwsI0evRohYSESPrzM7YuXbqkL7744r7XDMAYYQmAS7n9Yb2SNG/ePA0dOlQHDx60jvn6+lpDijP06NFDBQoU0NSpUyVJZrNZ1atXV7Vq1fT++++rdOnS+t///qfly5frueeeU4MGDSRJe/fuVVhYmE6dOqXixYs7rX4A2XEbDoBLCQwMtP4pUqSITCZTljFfX99st+Geeuopvfnmm+rbt6+KFSumgIAAffbZZ7p27Zq6deumwoULq0qVKlq+fHmW59qzZ4+eeeYZ+fr6KiAgQF26dNH58+dzrS0jI0MLFixQ69atrWN79+7V4cOHNXnyZDVo0EDly5dXo0aN9OGHH1qDkiTVqFFDQUFBWrRokf2aBcAuCEsAHgpfffWVSpYsqS1btujNN9/U66+/rvbt26thw4ZKSkpSZGSkunTporS0NElSSkqKmjZtqjp16mjbtm1asWKFzpw5ow4dOuT6HLt379bly5dVr14965i/v7/c3Ny0YMECZWRkGNZYv359bdiwwT4nDMBuCEsAHgq1a9fWkCFDVLVqVQ0cOFDe3t4qWbKkevbsqapVq2ro0KG6cOGCdu/eLUmaOHGi6tSpo5EjRyokJER16tTRjBkztGbNGv322285PsexY8fk7u6uUqVKWcfKlCmjTz/9VEOHDlWxYsXUtGlTjRgxQkeOHMm2f1BQkI4dO+aYBgC4a4QlAA+FWrVqWb92d3dXiRIlVLNmTetYQECAJOns2bOS/lyovWbNGusaKF9fX+ti7MOHD+f4HNevX5eXl1e2Rei9e/dWcnKyZs+erYiICM2fP181atRQQkJClnkFCxa0XtkCkH8UcHYBAHA/eHh4ZHlsMpmyjN0OOJmZmZKkq1evqnXr1ho9enS2Y5UuXTrH5yhZsqTS0tJ08+ZNeXp6ZtlWuHBhtW7dWq1bt9aHH36oqKgoffjhh2rRooV1zsWLF+Xv7393JwjAYQhLAJCDunXr6rvvvlOFChVUoIBt/6sMDQ2VJO3bt8/6dU5MJpNCQkK0cePGLON79uzRU089dZcVA3AUbsMBQA569+6tixcvKiYmRlu3btXhw4f1448/qlu3brku1Pb391fdunX1008/Wcd27typ559/XgsWLNC+ffv0+++/64svvtCMGTP0/PPPW+elpaVp+/btioyMdPi5AcgbwhIA5CAoKEg///yzMjIyFBkZqZo1a6pv374qWrSo3Nxy/19njx49NHv2bOvjsmXLqkKFCoqPj1d4eLjq1q2rCRMmKD4+XoMHD7bOW7JkicqVK6cnnnjCoecFIO94U0oAsKPr16+rWrVqmjdvniIiImzer0GDBnrrrbfUqVMnB1YH4G5wZQkA7KhgwYL6+uuvDd+88u/Onz+vtm3bKiYmxoGVAbhbXFkCAAAwwJUlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA4QlAAAAA/8fLdus/4/awMwAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "motor.all_info()" ] }, { "cell_type": "markdown", - "id": "820e3425", + "id": "7e9b2a66", "metadata": {}, "source": [ "## Rocket\n", @@ -151,7 +450,7 @@ }, { "cell_type": "markdown", - "id": "ab9a9375", + "id": "ada5dba6", "metadata": {}, "source": [ "### Nosecones\n" @@ -159,8 +458,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "27ed591d", + "execution_count": 30, + "id": "313afaab", "metadata": {}, "outputs": [], "source": [ @@ -175,7 +474,7 @@ }, { "cell_type": "markdown", - "id": "11a457fa", + "id": "200c18bb", "metadata": {}, "source": [ "### Fins\n", @@ -184,8 +483,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "1c5c9426", + "execution_count": 31, + "id": "931b34f0", "metadata": {}, "outputs": [], "source": [ @@ -194,8 +493,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "281a7ba1", + "execution_count": 32, + "id": "96ed0c83", "metadata": {}, "outputs": [], "source": [ @@ -214,7 +513,7 @@ }, { "cell_type": "markdown", - "id": "a4c01f98", + "id": "964a9e49", "metadata": {}, "source": [ "### Transitions (Tails)\n", @@ -223,8 +522,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "86d92ca3", + "execution_count": 33, + "id": "fd3f4769", "metadata": {}, "outputs": [], "source": [ @@ -233,7 +532,7 @@ }, { "cell_type": "markdown", - "id": "f780a4d7", + "id": "842fc686", "metadata": {}, "source": [ "### Parachutes\n", @@ -242,8 +541,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "3826d54c", + "execution_count": 34, + "id": "d69608a2", "metadata": {}, "outputs": [], "source": [ @@ -252,8 +551,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "5cd82d1a", + "execution_count": 35, + "id": "63193a7a", "metadata": {}, "outputs": [], "source": [ @@ -267,8 +566,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "f87e5187", + "execution_count": 36, + "id": "cc27cd52", "metadata": {}, "outputs": [], "source": [ @@ -285,7 +584,7 @@ }, { "cell_type": "markdown", - "id": "0bd5aeae", + "id": "13a418e2", "metadata": {}, "source": [ "### Adding surfaces to the rocket\n", @@ -294,8 +593,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ba8689bf", + "execution_count": 37, + "id": "72113725", "metadata": {}, "outputs": [], "source": [ @@ -304,8 +603,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6f5ebd53", + "execution_count": 38, + "id": "421ec377", "metadata": {}, "outputs": [], "source": [ @@ -314,7 +613,7 @@ }, { "cell_type": "markdown", - "id": "75d26793", + "id": "544e61c6", "metadata": {}, "source": [ "Adding parachutes to the rocket\n" @@ -322,20 +621,211 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7d351eed", + "execution_count": 39, + "id": "78aeac41", "metadata": {}, "outputs": [], "source": [ "rocket.parachutes = list(parachutes.values())" ] }, + { + "cell_type": "markdown", + "id": "b961aa01", + "metadata": {}, + "source": [ + "### Rail Buttons\n" + ] + }, { "cell_type": "code", - "execution_count": null, - "id": "c6c7deda", + "execution_count": 40, + "id": "ba0a566b", "metadata": {}, "outputs": [], + "source": [ + "rail_buttons = rocket.set_rail_buttons(\n", + " upper_button_position=1.148,\n", + " lower_button_position=2.399,\n", + " angular_position=30.000,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "c2b598da", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Inertia Details\n", + "\n", + "Rocket Mass: 8.256 kg (without motor)\n", + "Rocket Dry Mass: 8.256 kg (with unloaded motor)\n", + "Rocket Loaded Mass: 9.666 kg (with loaded motor)\n", + "Rocket Inertia (with unloaded motor) 11: 0.015 kg*m2\n", + "Rocket Inertia (with unloaded motor) 22: 0.015 kg*m2\n", + "Rocket Inertia (with unloaded motor) 33: 5.591 kg*m2\n", + "Rocket Inertia (with unloaded motor) 12: 0.000 kg*m2\n", + "Rocket Inertia (with unloaded motor) 13: 0.000 kg*m2\n", + "Rocket Inertia (with unloaded motor) 23: 0.000 kg*m2\n", + "\n", + "Geometrical Parameters\n", + "\n", + "Rocket Maximum Radius: 0.04045000000000001 m\n", + "Rocket Frontal Area: 0.005140 m2\n", + "\n", + "Rocket Distances\n", + "Rocket Center of Dry Mass - Center of Mass without Motor: 0.000 m\n", + "Rocket Center of Dry Mass - Nozzle Exit: 1.029 m\n", + "Rocket Center of Dry Mass - Center of Propellant Mass: 0.651 m\n", + "Rocket Center of Mass - Rocket Loaded Center of Mass: 0.095 m\n", + "\n", + "\n", + "Aerodynamics Lift Coefficient Derivatives\n", + "\n", + "0.274169 Lift Coefficient Derivative: 2.000/rad\n", + "Conjunto de aletas trapezoidais Lift Coefficient Derivative: 4.407/rad\n", + "\n", + "Center of Pressure\n", + "\n", + "0.274169 Center of Pressure position: 0.137 m\n", + "Conjunto de aletas trapezoidais Center of Pressure position: 2.349 m\n", + "\n", + "Stability\n", + "\n", + "Center of Mass position (time=0): 1.497 m\n", + "Center of Pressure position (time=0): 1.658 m\n", + "Initial Static Margin (mach=0, time=0): 1.991 c\n", + "Final Static Margin (mach=0, time=burn_out): 3.164 c\n", + "Rocket Center of Mass (time=0) - Center of Pressure (mach=0): 0.161 m\n", + "\n", + "\n", + "Parachute Details\n", + "\n", + "Parachute Drogue_Chute with a cd_s of 0.4540 m2\n", + "Ejection signal trigger: At Apogee\n", + "Ejection system refresh rate: 100.000 Hz\n", + "Time between ejection signal is triggered and the parachute is fully opened: 0.0 s\n", + "\n", + "\n", + "Rocket Draw\n", + "----------------------------------------\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Mass Plots\n", + "----------------------------------------\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Aerodynamics Plots\n", + "----------------------------------------\n", + "Drag Plots\n", + "--------------------\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Stability Plots\n", + "--------------------\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Thrust-to-Weight Plot\n", + "----------------------------------------\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjIAAAHHCAYAAACle7JuAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAABmm0lEQVR4nO3dd3xV9f0/8Ne5O3tPMgkjhBH2lj0KiKN1a0Wq1FrUKrWt1IqgONtfRetArbNfqdaBojKMypA9wyZAEkLInvcmucnNzb3n98fNvRAySMK9Offc+3o+Hjwk59577jufhOTlZwqiKIogIiIikiGF1AUQERERdReDDBEREckWgwwRERHJFoMMERERyRaDDBEREckWgwwRERHJFoMMERERyRaDDBEREckWgwwRERHJFoMMkcS2bNkCQRDw+eefS12KVzp37hwEQcAHH3zQ7df+4x//cH5hLmT/ntuyZYvUpRBdNQYZIhcQBKFTf9z1F8n69euxfPnyTj//jTfe6FYQ6EhaWhrS09NbXV+7di0EQcDkyZNbPfbee+9BEAR8//33Tq3FGbraps7giq8LkbtRSV0AkSf6z3/+0+Ljjz76CBkZGa2uDxgwACdPnuzJ0jpl/fr1eP311zv9i/eNN95AeHg47rnnHqfVMHHiRLz77rvQ6/UICgpyXN+xYwdUKhX27dsHs9kMtVrd4jGlUolx48Z1+n0SExNRX1/f4j6u0NU2dYb2vi6TJk1CfX09NBpNj9VC5CoMMkQucNddd7X4ePfu3cjIyGh1HcBVBxmj0QhfX9+ruoc7mjhxIt555x3s3LkTc+bMcVzfsWMHbrnlFqxZswYHDhzA2LFjHY9t374dQ4YMQUBAQKffRxAE6HQ6p9buCqIooqGhAT4+Pld9L4VCIYvPmagzOLRE5CasViueffZZxMXFQafTYfr06Th79myL50yZMgWDBg3CgQMHMGnSJPj6+uKvf/0rANsv5Lb+bz8pKanF/5GbzWasWLECffv2hU6nQ1hYGCZOnIiMjAwAwD333IPXX3/dcU/7n/YkJSXh+PHj2Lp1q+O5U6ZMcTyek5ODm2++GaGhofD19cXYsWPx3XffXbE9Jk6cCMAWXOwaGhpw8OBB/PKXv0Tv3r1bPFZWVobTp087XgcABQUF+M1vfoOoqChotVoMHDgQ7733Xov3aW+OzGeffYa0tDTodDoMGjQIa9euxT333IOkpKQ263377beRkpICrVaLUaNGYd++fY7HutqmgK1dr732WmzatAkjR46Ej48P3nrrLQDA+++/j2nTpiEyMhJarRZpaWl48803W72+va9Le3NkPvvsM4wYMQI+Pj4IDw/HXXfdhYKCgg7rJJIae2SI3MQLL7wAhUKBxx57DHq9Hi+99BLuvPNO7Nmzp8XzKioqMGfOHNx222246667EBUV1aX3Wb58OZ5//nncd999GD16NAwGA/bv34+DBw9i5syZuP/++1FYWNjmUFhbVq1ahYceegj+/v544oknAMBRU0lJCcaPHw+j0YiHH34YYWFh+PDDD3Hdddfh888/x4033tjufXv37o3Y2Fhs377dcW3fvn1obGzE+PHjMX78eOzYsQN//OMfAQA7d+4EcDEAlZSUYOzYsRAEAQ8++CAiIiKwYcMG3HvvvTAYDHjkkUfafe/vvvsOt956KwYPHoznn38eVVVVuPfee9GrV682n79mzRrU1NTg/vvvhyAIeOmll/DLX/4SOTk5UKvVXW5Tu6ysLNx+++24//77sWjRIvTv3x8A8Oabb2LgwIG47rrroFKp8M033+D3v/89rFYrFi9eDKDjr0tbPvjgAyxcuBCjRo3C888/j5KSErzyyivYsWMHDh06hODg4E7XTdSjRCJyucWLF4vt/XPbvHmzCEAcMGCAaDKZHNdfeeUVEYB49OhRx7XJkyeLAMTVq1e3ug8A8amnnmp1PTExUVywYIHj4/T0dHHevHndrrctAwcOFCdPntzq+iOPPCICEH/++WfHtZqaGjE5OVlMSkoSLRZLh/e9+eabRR8fH7GxsVEURVF8/vnnxeTkZFEURfGNN94QIyMjHc997LHHRABiQUGBKIqieO+994oxMTFieXl5i3vedtttYlBQkGg0GkVRFMXc3FwRgPj+++87njN48GAxLi5OrKmpcVzbsmWLCEBMTEx0XLO/NiwsTKysrHRc//rrr0UA4jfffOO41tU2TUxMFAGIGzdubPWYvfZLzZ49W+zdu3eLa+19Xezfc5s3bxZFURQbGxvFyMhIcdCgQWJ9fb3jed9++60IQFy2bFmn6ybqaRxaInITCxcubDH58pprrgFgG5q5lFarxcKFC7v9PsHBwTh+/DjOnDnT7Xt01vr16zF69OgWwz3+/v747W9/i3PnzuHEiRMdvn7ixImor6/HgQMHANiGmcaPHw8AmDBhAkpLSx2fx44dO5CcnIzY2FiIoogvvvgC8+fPhyiKKC8vd/yZPXs29Ho9Dh482OZ7FhYW4ujRo7j77rvh7+/vuD558mQMHjy4zdfceuutCAkJcXzc3teuq5KTkzF79uxW1y+dJ6PX61FeXo7JkycjJycHer2+y++zf/9+lJaW4ve//32LuTPz5s1Dampqp4YCiaTCIEPkJhISElp8bP/FWFVV1eJ6r169rmq1ydNPP43q6mr069cPgwcPxp/+9CccOXKk2/frSF5enmM45FIDBgxwPN6RS+fJiKKInTt3YsKECQCAQYMGITAwEDt27EBDQwMOHDjgeH5ZWRmqq6vx9ttvIyIiosUfewgsLS1tt2YA6NOnT6vH2roGdP5r11XJycltXt+xYwdmzJgBPz8/BAcHIyIiwjFXqjtBxv45t/W1Sk1NveLXiUhKnCND5CaUSmWb10VRbPFxV1etWCyWFh9PmjQJ2dnZ+Prrr/H999/j3//+N15++WWsXr0a9913X9eKdrH09HQEBARg+/btmDt3LiorKx09MgqFAmPGjMH27duRkpKCxsZGR5CxWq0AbKvHFixY0Oa9hwwZ4rQ6O/u166q2vtbZ2dmYPn06UlNT8c9//hPx8fHQaDRYv349Xn75ZcfnTuQtGGSIPERISAiqq6tbXGtsbERRUVGr54aGhmLhwoVYuHAhamtrMWnSJCxfvtwRZK60ouZy7T0/MTERWVlZra6fOnXK8XhHlEolxo4dix07dmD79u0IDAxsMbwzfvx4fPrpp46eEnuQiYiIQEBAACwWC2bMmNGlz8Ve0+Urxtq71lldbdP2fPPNNzCZTFi3bl2LnqDNmzd3+z3tn3NWVhamTZvW4rGsrKwrfp2IpMShJSIPkZKSgm3btrW49vbbb7fqkamoqGjxsb+/P/r06QOTyeS45ufnBwCtglF7/Pz82nzu3LlzsXfvXuzatctxra6uDm+//TaSkpKQlpZ2xXtPnDgRZWVleP/99zFmzBgoFBd/bI0fPx5ZWVn4+uuvERYW5hiyUiqV+NWvfoUvvvgCx44da3XPsrKydt8vNjYWgwYNwkcffYTa2lrH9a1bt+Lo0aNXrLc9XW3T9th7fy7t7dHr9Xj//ffbfM/OvN/IkSMRGRmJ1atXt/g+2LBhA06ePIl58+ZdVc1ErsQeGSIPcd999+F3v/sdfvWrX2HmzJk4fPgwNm3ahPDw8BbPS0tLw5QpUzBixAiEhoZi//79+Pzzz/Hggw86njNixAgAwMMPP4zZs2dDqVTitttua/e9R4wYgTfffBMrV65Enz59EBkZiWnTpuHxxx/Hf//7X8yZMwcPP/wwQkND8eGHHyI3NxdffPFFi1DSHnsvy65du1rtk2NfXr17927Mnz+/RQ/ECy+8gM2bN2PMmDFYtGgR0tLSUFlZiYMHD+KHH35AZWVlu+/53HPP4frrr8eECROwcOFCVFVV4bXXXsOgQYNahJuu6GqbtmfWrFnQaDSYP38+7r//ftTW1uKdd95BZGRkq9639r4ul1Or1XjxxRexcOFCTJ48Gbfffrtj+XVSUhIeffTRbn3ORD1CyiVTRN6iM8uvP/vssxbX21oWPHnyZHHgwIFt3sdisYh/+ctfxPDwcNHX11ecPXu2ePbs2VbLr1euXCmOHj1aDA4OFn18fMTU1FTx2WefdSxxFkVRbGpqEh966CExIiJCFAThisuGi4uLxXnz5okBAQEigBZLfrOzs8WbbrpJDA4OFnU6nTh69Gjx22+/7fB+l6qrqxNVKpUIQPz+++9bPT5kyBARgPjiiy+2eqykpERcvHixGB8fL6rVajE6OlqcPn26+Pbbbzue01Y7i6IofvLJJ2Jqaqqo1WrFQYMGievWrRN/9atfiampqa1e+/e//73Ve+Oy5fBdbdPExMR2l8mvW7dOHDJkiKjT6cSkpCTxxRdfFN977z0RgJibm+t4Xntfl8uXX9t9+umn4rBhw0StViuGhoaKd955p3jhwoUO6ySSmiCKVzkbjYjISwwdOhQRERGOXZCJSHqcI0NEdBmz2YympqYW17Zs2YLDhw+3OH6BiKTHHhkiosucO3cOM2bMwF133YXY2FicOnUKq1evRlBQEI4dO4awsDCpSySiZpzsS0R0mZCQEIwYMQL//ve/UVZWBj8/P8ybNw8vvPACQwyRm2GPDBEREckW58gQERGRbDHIEBERkWx5/BwZq9WKwsJCBAQEOG2LcCIiInItURRRU1OD2NjYDjfP9PggU1hYiPj4eKnLICIiom7Iz89HXFxcu497fJAJCAgAYGuIwMBAp93XbDbj+++/x6xZs6BWq512X2/HdnUNtqvzsU1dg+3qfHJtU4PBgPj4eMfv8fZ4fJCxDycFBgY6Pcj4+voiMDBQVt8Y7o7t6hpsV+djm7oG29X55N6mV5oWwsm+REREJFsMMkRERCRbDDJEREQkWwwyREREJFsMMkRERCRbDDJEREQkWwwyREREJFsMMkRERCRbDDJEREQkWwwyREREJFsMMkRERCRbDDJEREQkWwwyRC5SUWuCKIpSl0FE5NE8/vRrop5WUWvCQ/89hJ3ZFRiTHIo37hyOMH+t1GUREXkk9sgQXYUmixX6erPjY73RjDv/vQc7sysAAHtyK3HLW7tQVmOSqkQiIo8maZDZtm0b5s+fj9jYWAiCgK+++srxmNlsxl/+8hcMHjwYfn5+iI2Nxd13343CwkLpCia6xM7scox57kekr/ged/57N44V6HHvh/twqrgGkQFarL5rBGKCdMguq8Pt7+xmmCEicgFJg0xdXR3S09Px+uuvt3rMaDTi4MGDePLJJ3Hw4EF8+eWXyMrKwnXXXSdBpUQtWa0iHv00ExV1jQCAHWcrcO2/tmN/XhUCdSp8dO9o/GJQND757VhEB+pwtrQWC97bC6uVc2aIiJxJ0jkyc+bMwZw5c9p8LCgoCBkZGS2uvfbaaxg9ejTOnz+PhISEniiRqE3HCw0oMZjgr1Xhy9+Px4pvjmPH2QoE+6rx77tHIjU6EACQGOaHT347Ftf+aztOFBmwOasU0wdESVw9EZHnkNVkX71eD0EQEBwc3O5zTCYTTKaLXfgGgwGAbajKbDa397Ius9/Lmfck+bTr1qwSAMDY5BAkh+rwwYIRqKhrhL9GCa1a2aL+XkEa3DYqDv/efg7vbs/BpD6hPV6vXNpVTtimrsF2dT65tmln6xVEN1kfKggC1q5dixtuuKHNxxsaGjBhwgSkpqbi448/bvc+y5cvx4oVK1pdX7NmDXx9fZ1VLnm5144rcMagwE3JFlwTfeV/QhUNwNOHVBAgYuVIC/zVPVAkEZGMGY1G3HHHHdDr9QgMDGz3ebLokTGbzbjlllsgiiLefPPNDp+7dOlSLFmyxPGxwWBAfHw8Zs2a1WFDdKemjIwMzJw5E2o1fys5ixzatb7Rgsf2/gRAxG+vm4TkcL9Ove6zol04WVwDZXw65g7v5doiLyOHdpUbtqlrsF2dT65tah9RuRK3DzL2EJOXl4effvrpimFEq9VCq229Z4darXbJF9BV9/V27tyuO3KqYLaI6BXsg77RQRAEoVOvmzUwGieLa/BTVjluG5Pk2iLb4c7tKldsU9dguzqf3Nq0s7W69T4y9hBz5swZ/PDDDwgLC5O6JCL8fKYcAHBN3/BOhxgAmJkW5Xh9g9niktqIiLyNpD0ytbW1OHv2rOPj3NxcZGZmIjQ0FDExMbjppptw8OBBfPvtt7BYLCguLgYAhIaGQqPRSFU2ebntzUFmYt/wLr1uYGwgYoN0KNQ3YPuZcsxI4+olIqKrJWmPzP79+zFs2DAMGzYMALBkyRIMGzYMy5YtQ0FBAdatW4cLFy5g6NChiImJcfzZuXOnlGWTFys1NCCrpAaCAExI6VqQEQTBEV5+OFniivKIiLyOpD0yU6ZM6fBQPTdZUEXksP2srTdmUGwQQvy63is4My0KH+3Kww8nS2CxilAqOj80RURErbn1HBkid1BnasKz351AZn51i/kx3TEmOQyBOhXKaxuxN7fSmWUSEXklBhmiK3g54zTe+TkXN76xwxFkujo/xk6jUmDu4BgAwNeZBU6rkYjIWzHIEHVAFEWsPVTQ/HegvNYEH7USIxJDun3PG4bZ9pD57mgRVy8REV0lBhmiDhy+oHccDGk3OjkUWpWy2/ccnRSK2CAdahqasPlU6dWWSETk1RhkiDpwvFAPAEiJ8EOvYB8AwA3DYq/qngqFgOuG2nplvjzE4SUioqvh9jv7EknpTEktAGD6gCj8aXZ/6OvNCPdvvXN0V904rBdWb83GlqxSVBsbEezLfZGIiLqDPTJEHThbagsyfSL9oVYqnBJiAKB/dAAGxATCbBGx/mixU+5JROSNGGSIOnCmtAYA0DfS3+n3vmGobYjqKw4vERF1G4MMUTv09WaUGEwAbD0yznbd0FgIArD3XCUuVBmdfn8iIm/AIEPUjpNFtiPkY4N0CNA5/8TYmCAfjE4KBQBknOCRBURE3cEgQ9SOA3lVAIBhCd3fM+ZK7Cdi/8Rl2ERE3cIgQ9SO3TkVAHBVm99dybTUSMd71TSYXfY+RESeikGGqA2lhgZHkJncP8Jl79M7wh/J4X4wW0Rsbz7+wBnqTE24/rXtmP3yNlRetqEfEZEnYZAhatZkseK59Sfx+BdHcMPrO2C2iBgaH4ze4X4ufV97r8yPThxeOnJBj8MX9MgqqeHhlETk0bghHlGzzVlleHtbjuNjf60Kf79pCARBcOn7Th8QiXe352LzqVJYrSIUiqt/v0vPcOJ5TkTkydgjQ9Rsb26F4+8T+4Tj3QUj0TcqwOXvOyopFAFaFSrqGnH4QrVT7ll/SXipZ5AhIg/GIEPU7MgF27lK/7g5Hf933xiM6R3WI++rViowqXkezo8nnTO8dGkvjLGRQYaIPBeDDFGz7DLbcQT9opy/+d2VTHfyPJkGs/WSvzPIEJHnYpAhAlBV14jyWtvqnpSIng8yU/pHQiHYNuErrK6/6vvVt+iRabrq+xERuSsGGSIAZ5t7Y3oF+8BP2/Nz4EP9NBjevPGeMzbHu7QXpr7R2sEziYjkjUGGCBdPuU5xwZlKnTVtgG14yelBxsweGSLyXAwyRLgYZFxxynVnTU+1HVew42w56q9ygm7LHhnOkSEiz8UgQwTgTHOQccUp153VL8ofvYJ9YGqyYuvpsqu6Vz1XLRGRl2CQIQKQ7QZBRhAEzB0cDQBYe+jCVd3r0lVL3EeGiDwZgwx5vTpTEwqaVwr1kWDF0qVuGhEPwLafTEWtqdv3qefQEhF5CQYZ8nr2+THh/lqE+GkkraV/dACGxAWhySriq8zCbt/HxB4ZIvISDDLk9c64wUTfS908Ig4A8H+782Cxit26h9lySZBhjwwReTAGGfJ6Z0pqAEizo29bfjk8DsG+auSW12HDsaJu3aNFkGGPDBF5MAYZ8nqOFUs9cEBkZ/hpVbhnfBIA4PXN2RDFrvfKMMgQkbdgkCGvd6a0uUfGTYaWAOCe8Unw1ShxssiALd1Yit1ouRh+uPyaiDwZgwx5NWNjE/IrbSuW+rpJjwwABPtqHHNlfjhR0uXXm5su9sg0Nlm7PdeGiMjdMciQV8surQMAhPtrECrxiqXLjekdBgDIzK/u8msvHVoCOLxERJ6LQYa82unmib5SboTXniFxQQCArOKaVsHkSi5/fgODDBF5KAYZ8mr2ib793GhYya5XsA98NUo0WUWcrzR26bVmS8uhJM6TISJPxSBDXs2+9Npd9pC5lCAISGneadi+aV9nNbJHhoi8BIMMebVTxc1Bxg17ZAAgJcIPAJBd1rUgc/nQEntkiMhTMciQ1yqvNaGguh6CAKTFBkpdTpvsPTL2ScmdZV+1pFXZ/olfeogkEZEnYZAhr3XkQjUAW1gI1KmlLaYdKc1DXme73CNjmyMT5GP7vIwcWiIiD8UgQ14rM18PAEiPC5a2kA7YV1PllNZ2eodfURQdc2QCm4NMA4eWiMhDMciQ17Lvz5IeHyRtIR1IDPOFQgBqTE0oqzF16jVNl2x+xx4ZIvJ0DDLklUxNFuzLrQQAjEwMlbia9mlVSiSE+gIAThQZOvWaSyf6BupUALhqiYg8F4MMeaUDeVWoN1sQ7q/FgBj3XLFkNy7FtsPvX744gu1nyq/4fHNTGz0yHFoiIg/FIENe6efmQDCpbzgEQZC4mo7dO7E31EoBJQYT7np3D/adq+zw+fb5MYIA+LNHhog8HIMMeSV7z8bEvuESV3JlfSL9serWYQhoDiVPfnWsw4m/9qEltVIBX43tNeyRISJPJWmQ2bZtG+bPn4/Y2FgIgoCvvvqqxeOiKGLZsmWIiYmBj48PZsyYgTNnzkhTLHmM8loTjhXaVixN7OP+QQYA5g2JwdY/TYWPWolTxTU4WqBv97n2IKNRKqBTKwFwHxki8lySBpm6ujqkp6fj9ddfb/Pxl156Ca+++ipWr16NPXv2wM/PD7Nnz0ZDQ0MPV0qeZNPxYogiMLhXECIDdVKX02mhfhpMS40EAKw/Wtzu8y72yAjw1diCDFctEZGnkjTIzJkzBytXrsSNN97Y6jFRFLFq1Sr87W9/w/XXX48hQ4bgo48+QmFhYaueG6Ku2NAcAuYOjpG4kq6z17z+aFG7w0uNzZN9VUoFfOw9MhxaIiIPpZK6gPbk5uaiuLgYM2bMcFwLCgrCmDFjsGvXLtx2221tvs5kMsFkurjfhsFgW7JqNpthNpudVp/9Xs68J7m+XSvrGrErpwIAMHNAuOy+fhNTgqFTK3C+0ojD5ysxsI2jFepNjQAAtUJAc4cMjI1NAPj96kz8GeAabFfnk2ubdrZetw0yxcW2/2uOiopqcT0qKsrxWFuef/55rFixotX177//Hr6+vs4tEkBGRobT70mua9edJQIsViXi/EQc370Fx13yLq7VP0CBw5UKvL5uJ65NaD33JccAACo0mupx6tgRAEoUlJQB4fx+dQW2qWuwXZ1Pbm1qNBo79Ty3DTLdtXTpUixZssTxscFgQHx8PGbNmoXAQOcdDGg2m5GRkYGZM2dCrXbPc3rkyNXt+u5buwEYcMfEfpg7Mdnp9+8J1rgiPPrZUZxp8MecORNaLR/fnVMJHN+P4AB/jB/TDx+eOQQf/yAAVfx+dSL+DHANtqvzybVN7SMqV+K2QSY6OhoAUFJSgpiYi3MZSkpKMHTo0HZfp9VqodVqW11Xq9Uu+QK66r7ezhXterxQjyMXDFArBdwyKlG2X7eZg2KhXXsc5yqMyK5owICYlgHdKtimvmlUSgToNACAhubTsPn96nxsU9dguzqf3Nq0s7W67T4yycnJiI6Oxo8//ui4ZjAYsGfPHowbN07CykiuXv3RtnR/9sBohPu3Drty4a9VYXK/CAC2Sb+XM9tDi0oBn+ZJMvVcfk1EHkrSIFNbW4vMzExkZmYCsE3wzczMxPnz5yEIAh555BGsXLkS69atw9GjR3H33XcjNjYWN9xwg5RlkwwdOl+FTcdLoBCAP0zvK3U5V23OYFuP5ZasslaPXdxHRrgYZLhqiYg8lKRDS/v378fUqVMdH9vntixYsAAffPAB/vznP6Ourg6//e1vUV1djYkTJ2Ljxo3Q6eSz9wdJTxRFvLjxFADgV8Pj0DfKvc9W6oxxvW0b+R0v1KPW1AR/7cV/yo2X7uyr5hEFROTZJA0yU6ZM6XCrdUEQ8PTTT+Ppp5/uwarI0/x8phy7cyqhUSrwyMx+UpfjFNFBOsQG6VCob8CpIgNGJl08wdtssf2bUisV0Glsna5GswUd/FMjIpItt50jQ+QMVquIlzbZemN+PS4RvYJ9JK7IeZIj/AAA5ypaLlFs66wlUQSaGGSIyAMxyJBHW3+sCMcKDPDXqvD7KSlSl+NUSWHNQaa8rsV1xxwZleDY2RcAOE2GiDwRgwx5LLPFiv/3/WkAwKJreiNMxiuV2pIYZtvg8Xxlyx6ZxqaLPTJKhQCtyvbP3MSFS0TkgRhkyGP9b38+csvrEOanwb3XyHPzu47ENg+TFenrW1y/dI4MAATomif8skeGiDwQgwx5pAazxbFvzIPT+rRY1eMpYoJsq/eK9C1Pg790jgwAx+duYpAhIg/EIEMe6b97z6PEYEJskA53jEmQuhyXiA6y9ciUGBpgtV6cyXvpPjIA4G/vkWkSQETkaRhkyOM0mC14Y0s2AGDxtD7QqpRXeIU8RQZooRBsQ0nldRdPfG9sp0eGQ0tE5IkYZMjjfLznPMpqTOgV7IObR8RLXY7LqJUKRATYJjAXXzK8ZG5eZ61W2YOM7bwSBhki8kQMMuRRLFYR7+/IBQAsntoHGpVnf4vHNA8vFVZfEmQu65HhZF8i8mSe/VOevM62M2W4UFWPQJ0KNw7rJXU5Lmef8Ft8ycol+/JrreryoSXOkSEiz8MgQx7lm8xCAMAvh8c5Dkz0ZPYemUtXLjU02bpeHEGGPTJE5MEYZMhjiKKIndkVAIAZA6IkrqZntLUE235ApK55V19O9iUiT8YgQx7jXIURxYYGqJUCRiSGSF1Oj4gJtgeZi0NLDeb2hpZ6uDgioh7AIEMeY1dzb8ywhBCvGFYCutgj09TDxRER9QAGGfIYu3JsQWZc7zCJK+k59mMKivUNMDXPjTE1T/Z1BBkdJ/sSkedikCGPIIqio0dmXIr3BJnoQB2CfdVosorIKq4BcGmPTPPyaw4tEZEHY5Ahj5BdVovyWhO0KgWGJQRLXU6PEQQBg3sFAQAOX9AD6KhHRoICiYhcjEGGPMK20+UAgBGJIR57JEF70uOCAQBHL1QDuNgjc/lkXx4aSUSeiEGGPMK3R2z7x8xK845l15caEtfcI5Nv65FpNdn3kh4ZURTbuAMRkXwxyJDs5VcacfB8NRQCMHdIjNTl9LgRiSEQBCCrpAYlhgbH8mtdc89UQPNZSyIEGBvZLUNEnoVBhmTvu6NFAIAxyWGIDNBJXE3PC/PXYkjz8NLmU6WO1Uv2yb46tQJKhW3FUq2Ja7CJyLMwyJDsfXfEFmSuTfe+3hi7af0jAQAZJ0pgbR490jYPLQmCAH+t7e+1nChDRB6GQYZkrbC6HkcL9BAEYPbAaKnLkcz4PrYl53tyKx3X7D0ywMUJv+yRISJPwyBDspZxogQAMDIxBOH+WomrkU6/yAAAF4OKWim0WL3FIENEnopBhmTt+xPFAIBZad7bGwMAQb5qRAZcDHJ+zcHFzhFkeE4BEXkYBhmSLb3RjN05tqGUmV647Ppy/aICHH/307QTZNgjQ0QehkGGZOunrBJYrCL6RwUgKdxP6nIk1zfK3/F338sOzWSQISJPxSBDsvXjyVIAwIy0SIkrcQ99Iy/2yPhePrSk46olIvJMDDIkS00WK34+YzuWYFoqgwwAJIX5Ov5uX2598WP2yBCRZ2KQIVnKzK+Gvt6MIB81hsaHSF2OW4gPvRhkfNQtg4wfgwwReSgGGZKlLVllAIBr+oY7dq31djFBF3c1zi2va/EYVy0RkadikCFZ2nLaNj9mSn8OK9mplAr0CvYBAIxPCW/xGIeWiMhTqa78FCL3UlrTgGMFBgDA5H4RElfjXtY/fA3W7D2PG4f1anH94hEFDDJE5FkYZEh2tp22TfId1CsQEQHeu5tvW4J81XhgSkqr6/46e48MVy0RkWfh0BLJzpas5mGlfhxW6iwOLRGRp2KQIVm5dNn11FQOK3WWPcjUMcgQkYdhkCFZOXyBy66749IeGVEUJa6GiMh5GGRIVrjsunvsQcZsEWFqskpcDRGR8zDIkKzYgwyXXXeN3yVnL3GeDBF5EgYZko3SmgYcLdAD4LLrrlIoBGiVtiElbopHRJ6EQYZkg8uur07zuZHskSEij8IgQ7Lx7ZFCAFx23V32IFPDHhki8iAMMiQLB/KqsCWrDIIA/GpEnNTlyBJ7ZIjIEzHIkNtrsljxt6+OAQBuGh6H5HA/iSuSJ519jozJLHElRETO49ZBxmKx4Mknn0RycjJ8fHyQkpKCZ555hvtgeJmvMwtxssiAYF81ls4dIHU5sqW198hwaImIPIhbn7X04osv4s0338SHH36IgQMHYv/+/Vi4cCGCgoLw8MMPS10e9ZANx4oBAPeMT0Kon0biauTLMUeGQ0tE5EHcOsjs3LkT119/PebNmwcASEpKwn//+1/s3btX4sqop4iiiD25FQCA6alRElcjb/Ygw2MKiMiTuHWQGT9+PN5++22cPn0a/fr1w+HDh7F9+3b885//bPc1JpMJJpPJ8bHBYAAAmM1mmM3Omxtgv5cz70mt2zW/yoiahiaolQJSwnVs724ym82OIGMwNrIdnYA/A1yD7ep8cm3TztYriG484cRqteKvf/0rXnrpJSiVSlgsFjz77LNYunRpu69Zvnw5VqxY0er6mjVr4Ovr68pyyQUOVwh477QScX4i/jTEInU5svZjgYB155UYFWHFXX14TAERuTej0Yg77rgDer0egYGB7T7PrXtk/ve//+Hjjz/GmjVrMHDgQGRmZuKRRx5BbGwsFixY0OZrli5diiVLljg+NhgMiI+Px6xZszpsiK4ym83IyMjAzJkzoVarnXZfb3d5u2b9cBY4nYOx/eMwd+5AqcuTLbPZjB3/9wMAIDg8GnPnDpW2IA/AnwGuwXZ1Prm2qX1E5UrcOsj86U9/wuOPP47bbrsNADB48GDk5eXh+eefbzfIaLVaaLWtd31Vq9Uu+QK66r7ezt6up0pqAQCD44LZzlfJMUem0cK2dCL+DHANtqvzya1NO1urWy+/NhqNUChalqhUKmG1slvcWxwvtJ2tNDDWeb1p3oob4hGRJ3LrHpn58+fj2WefRUJCAgYOHIhDhw7hn//8J37zm99IXRr1gPJaE0oMJggCMCCGQeZq6XhoJBF5oC4HmfPnzyM+Ph6CILS4Looi8vPzkZCQ4LTi/vWvf+HJJ5/E73//e5SWliI2Nhb3338/li1b5rT3IPd1otA2Ppoc5gc/rVtnblngPjJE5Im6/NshOTkZRUVFiIxseXBfZWUlkpOTYbE4b2VJQEAAVq1ahVWrVjntniQfx5uDzAAOKzmFjjv7EpEH6vIcGVEUW/XGAEBtbS10Op1TiiICOD/G2exBpt5sQZOF88yIyDN0ukfGvqRZEAQ8+eSTLfZksVgs2LNnD4YOHer0Asl72YeWBsYGSVyJZ7CftQQAdSYLgnzdeq4/EVGndDrIHDp0CICtR+bo0aPQaC6eeaPRaJCeno7HHnvM+RWSV6ozNSG3og4Ae2ScRaUAtCoFTE1W1JjMCPKVzzJMIqL2dDrIbN68GQCwcOFCvPLKK07dXI7oclkltRBFICpQi3D/1vsCUff4a1UwNTVyCTYReYwuT/Z9//33XVEHebkmixVKxcW5VyeKbMNKaVx27VT+WhUq6ho54ZeIPEaXg0xdXR1eeOEF/PjjjygtLW21OV1OTo7TiiPvoK8347rXtiPUT4NP7xsFADhRVAOA82OcLchXBVQCFXWNUpdCROQUXQ4y9913H7Zu3Ypf//rXiImJaXMFE1FXrNlzHnkVRuRVGFFQ3QDgYo8M58c4V2TzMF1pjekKzyQikocuB5kNGzbgu+++w4QJE1xRD3mhYwV6x9+PFuhhsQKnm89YYo+Mc0UG2oJMmaFB4kqIiJyjy0EmJCQEoaGhrqiFvNTZ0lrH348VGhBcD5gtIgK0KsSF+EhYmeeJaO6RKTGwR4aIPEOXN5J45plnsGzZMhiNRlfUQ16myWJFbnmd4+NjBQYU1NmGKwfEBkKh4NClM0UF2oeW2CNDRJ6hUz0yw4YNazEX5uzZs4iKikJSUlKrY7YPHjzo3ArJo+VX1aPxkl1mjxYaYPS1fa8Niw+WqCrPFRHAHhki8iydCjI33HCDi8sgb2UfVuoX5Y9zFUbUNDQhs8HWUTg/PVbK0jxSZAAn+xKRZ+lUkHnqqadcXQd5KXuQSY0OhK9Ghcz8agBA30g/rlhygajmIFNRZ0KTxQqVkscUEJG88acYScoeZPpG+mNI3MUVStenx3JpvwuE+GqgUggQRaCslr0yRCR/3Vq11NYvGEEQoNPp0KdPH9xzzz1YuHChUwokz3a2zBZk+kT6I9jv4vldNwyNkaokj6ZQCIgJ1iG/sh55FUbEBHFVGBHJW5eDzLJly/Dss89izpw5GD16NABg79692LhxIxYvXozc3Fw88MADaGpqwqJFi5xeMHmOJosVp4ttO/j2jfLHhEAdMo4XIaqpFFGBOomr81z9owKRX1mPU0UGjO0dJnU5RERXpctBZvv27Vi5ciV+97vftbj+1ltv4fvvv8cXX3yBIUOG4NVXX2WQoQ6dLqlFvdkCf60KvcP9oVAIePfuEVi/fr3UpXm0tJgA/HCyBKeaQyQRkZx1eY7Mpk2bMGPGjFbXp0+fjk2bNgEA5s6dyzOX6Ip2nC0HAAyND+Z+MT0otfkgzpMMMkTkAbocZEJDQ/HNN9+0uv7NN984dvytq6tDQEDA1VdHHu3rwwUAgNmDoiWuxLukRtv+bWYVG2CxihJXQ0R0dbo8tPTkk0/igQcewObNmx1zZPbt24f169dj9erVAICMjAxMnjzZuZWSRzlbWotjBQaoFALmDebE3p6UGOYHjUqBBrMVBVX1SAjzlbokIqJu63KQWbRoEdLS0vDaa6/hyy+/BAD0798fW7duxfjx4wEAf/zjH51bJXmcdYcLAQDX9A1H6CWrlcj1lAoByWF+yCqpQU55LYMMEclal4MMAEyYMIGnX1O3mS1W/G9fPgDghmG9JK7GOyWH24JMbnkdpvSXuhoiou7rVJAxGAwIDAx0/L0j9ucRtWfT8WIUGxoQ7q/BLzg/RhLJEX4A0OLATiIiOepUkAkJCUFRUREiIyMRHBzc5oZ4oihCEARYLBanF0me5f0d5wAAd4xJhFallLYYL5UcbgsyOWUMMkQkb50KMj/99JNjRdLmzZtdWhB5tiMXqnEgrwoqhYC7xiRIXY7X6h3OHhki8gydCjKXrkDiaiS6Gh/vPg8AmDs4BpHcvVcy9h6Zgup6NJgt0KnZM0ZE8tStQyN//vln3HXXXRg/fjwKCmx7gfznP//B9u3bnVoceRZjYxO+PWJbrXQHe2MkFeqngZ/GFl4uVNVLXA0RUfd1Och88cUXmD17Nnx8fHDw4EGYTLYTdPV6PZ577jmnF0ieY8PRYtQ1WpAQ6osxyaFSl+PVBEFAQpitVya/0ihxNURE3dflILNy5UqsXr0a77zzDtRqteP6hAkTcPDgQacWR57lswO2Jdc3jYhrc8I49ayEUNvJ13kVnCdDRPLV5SCTlZWFSZMmtboeFBSE6upqZ9REHuh8hRG7cyohCMCvRsRJXQ7BtsMvAJyv5NASEclXl4NMdHQ0zp492+r69u3b0bt3b6cURZ7nm+a5MeNTwtAr2EfiaggA4kNtO/qer2SPDBHJV5eDzKJFi/CHP/wBe/bsgSAIKCwsxMcff4zHHnsMDzzwgCtqJA/w3ZEiAMD8IbESV0J2iY4gwzkyRCRfXT6i4PHHH4fVasX06dNhNBoxadIkaLVaPPbYY3jooYdcUSPJ3LnyOpwoMkCpEDBrIHfydRcJlwQZ+4aWRERy0+kemdzcXAC21Q5PPPEEKisrcezYMezevRtlZWV45plnXFYkydt3R229MeNTwnhApBvpFeIDhQA0mK0oqzFJXQ4RUbd0ukcmJSUFiYmJmDp1KqZNm4apU6ciLS3NlbWRh7APK80bHCNxJXQptVKB2GAfXKiqR16lkRsUEpEsdbpH5qeffsKCBQuQk5ODRYsWISEhAX379sX999+PTz75BCUlJa6sk2Qqv9LIYSU3Zt/hN7u0VuJKiIi6p9M9MlOmTMGUKVMAAA0NDdi5cye2bNmCLVu24MMPP4TZbEZqaiqOHz/uqlpJhracLgMAjEgI4bCSG0qNDsDPZ8pxsqjjU+2JiNxVlyf7AoBOp8O0adMwceJETJ06FRs2bMBbb72FU6dOObs+krltzUFmcv8IiSuhtgyICQQAnCyqkbgSIqLu6VKQaWxsxO7du7F582Zs2bIFe/bsQXx8PCZNmoTXXnuNB0pSC41NVuzKrgAATOrLIOOOUqObg0yxgSuXiEiWOh1kpk2bhj179iA5ORmTJ0/G/fffjzVr1iAmhhM4qW0Hz1eh1tSEMD8NBsYGSl0OtaFPpD/USgE1DU0oqK5HXIiv1CUREXVJpyf7/vzzzwgLC8O0adMwffp0zJw5kyGGOmQfVrqmbzgUCv6fvjvSqBRIifAHwOElIpKnTgeZ6upqvP322/D19cWLL76I2NhYDB48GA8++CA+//xzlJWVubJOkqGtnB8jC2mOeTKc8EtE8tPpIOPn54df/OIXeOGFF7Bnzx6Ul5fjpZdegq+vL1566SXExcVh0KBBrqyVZKSsxoTjhbZfjNdwfoxbs0/4PVHIIENE8tPls5bs/Pz8EBoaitDQUISEhEClUuHkyZPOrI1kbGd2OQBgYGwgwv21EldDHRkcFwQAOHKhWtpCiIi6odNBxmq1Yu/evXjppZcwZ84cBAcHY/z48XjjjTcQHR2N119/HTk5OU4vsKCgAHfddRfCwsLg4+ODwYMHY//+/U5/H3KuIxf0AIBRSaESV0JXMrhXEBQCUKhvQGlNg9TlEBF1SadXLQUHB6Ourg7R0dGYOnUqXn75ZUyZMgUpKSkuK66qqgoTJkxw7FUTERGBM2fOICQkxGXvSc5xtMAWZAb1CpK4EroSP60KfSL9cbqkFkfy9ZiRxqMKiEg+Oh1k/v73v2Pq1Kno16+fK+tp4cUXX0R8fDzef/99x7Xk5OQee3/qHqtVdMy3GMwgIwvpccE4XVKLzPxqzEiLkrocIqJO63SQefbZZ3H06FFcf/31mDp1KlSqbm0K3CXr1q3D7NmzcfPNN2Pr1q3o1asXfv/732PRokXtvsZkMsFkuniSr8Fg+4VqNpthNpudVpv9Xs68p6fIKatDrakJOrUCCcGaLrUR29U1rtSu6XGB+OwAsCe3gm3fSfxedQ22q/PJtU07W68giqLYmSdu27YNX3/9NdatW4eysjLMnj0b1113HebNm4fg4OCrqbVdOp2ti3vJkiW4+eabsW/fPvzhD3/A6tWrsWDBgjZfs3z5cqxYsaLV9TVr1sDXl5t99YQD5QI+OqNEkr+IRwdbpC6HOqG0Hng2UwWVIOKF0Raou70MgIjIOYxGI+644w7o9XoEBra/qWqng8yljh8/jnXr1uHrr79GZmYmxo8fj+uuuw7XXXcdevfufVWFX0qj0WDkyJHYuXOn49rDDz+Mffv2YdeuXW2+pq0emfj4eJSXl3fYEF1lNpuRkZGBmTNnQq1WO+2+nuCFjVl4d0ce7hoTj6euHdCl17JdXeNK7SqKIia8tBVltY34v9+MxJhkTtK+En6vugbb1fnk2qYGgwHh4eFXDDLdGh8aOHAgBg4ciKVLl6K4uBjffPMN1q1bh7/+9a/o3bs3XnzxRcybN6/bxdvFxMQgLS2txbUBAwbgiy++aPc1Wq0WWm3r5b5qtdolX0BX3VfOjjfvEDskLqTbbcN2dY2O2nVsSji+OVyI/ef1mNiP82Q6i9+rrsF2dT65tWlna73qDuTo6GgsWrQI33zzDcrLy/HMM8+0GSS6Y8KECcjKympx7fTp00hMTHTK/cn5rFYRxwts85K4Ykle7L0wu3MqJK6EiKjzutwjo1QqUVRUhMjIyBbXKyoqEBkZCYvFeXMiHn30UYwfPx7PPfccbrnlFuzduxdvv/023n77bae9BzlXXqURNaYmaFQK9I3yl7oc6oLxKWEAgH3nqnC6pAb9ogIkroiI6Mq63CPT3pQak8kEjUZz1QVdatSoUVi7di3++9//YtCgQXjmmWewatUq3HnnnU59H3Ie++6wA2ICoVZyxqic9I7wx6y0KFisIp76+jgs1i5PnyMi6nGd7pF59dVXAQCCIODf//43/P0v/t+2xWLBtm3bkJqa6vQCr732Wlx77bVOvy+5RmZ+NQBgWHywpHVQ9/x17gBsO1OGXTkVWL01G4un9pG6JCKiDnU6yLz88ssAbD0yq1evhlKpdDym0WiQlJSE1atXO79CkpXDzUFmKIOMLCWF++GZ6wfhT58fweot2bh7XCICdPKZHEhE3qfTQSY3NxcAMHXqVHz55Zc8JoBaaWyy4ljzjr7pDDKy9avhcXhzazZyyurwv/0XcO9E7qZNRO6ry5MYNm/e3CLEWCwWZGZmoqqqyqmFkfxkFdegscmKIB81ksK4+aBcKRQCfjPBFl6+PHhB4mqIiDrW5SDzyCOP4N133wVgCzGTJk3C8OHDER8fjy1btji7PpKRzOaJvunxwRAEQdpi6KrMHRwDpULA8UIDzpXXSV0OEVG7uhxkPvvsM6SnpwMAvvnmG5w7dw6nTp3Co48+iieeeMLpBZJ8OObHxHH/GLkL9dM4lmOvP1YkcTVERO3rcpCpqKhAdHQ0AGD9+vW4+eab0a9fP/zmN7/B0aNHnV4gyYc9yHB+jGeY1XwK9tasMokrISJqX5eDTFRUFE6cOAGLxYKNGzdi5syZAGyHO126kom8S4PZgrNltQCAIXHB0hZDTnFN3wgAwMHzVagzNUlcDRFR27ocZBYuXIhbbrkFgwYNgiAImDFjBgBgz549LtlHhuQhu6wWogiE+KoREeCcIypIWolhvogL8YHZImJvbqXU5RARtanLRxQsX74cgwYNQn5+Pm6++WbHuUpKpRKPP/640wskeThbauuN6RPJYwk8hSAImNgnHJ/sy8funApMTY288ouIiHpYt06/vummm1pdW7BgwVUXQ/KVzSDjkUYlheKTffnYd449MkTknrocZJ5++ukOH1+2bFm3iyH5ss+PSYlgkPEko5JsJ2IfLdCjwWyBTs15cETkXrocZNauXdviY7PZjNzcXKhUKqSkpDDIeCkOLXmm+FAfRARoUVZjwpELeoxODpW6JCKiFrocZA4dOtTqmsFgwD333IMbb7zRKUWRvDRZrMht3jSNQcazCIKAUUkhWH+0GPvOVTLIEJHb6fKqpbYEBgZixYoVePLJJ51xO5KZ85VGmC0ifNRKxAb5SF0OOdnIRFt4OZDHY0iIyP04JcgAgF6vh16vd9btSEbsw0opkX5QKHg0gacZmWQ7W23/uUpYraLE1RARtdTloaVXX321xceiKKKoqAj/+c9/MGfOHKcVRvJhn+jbhxN9PVJaTCB8NUoYGppwprQW/aMDpC6JiMihy0Hm5ZdfbvGxQqFAREQEFixYgKVLlzqtMJIPTvT1bCqlAsMSgrHjbAX251UyyBCRW+lykMnNzXVFHSRj3EPG841IDLUFmXNVuHNMotTlEBE5dGmOjNlshkqlwrFjx1xVD8mMKIrILuOKJU83qnmeDDfGIyJ306Ugo1arkZCQAIvF4qp6SGaKDQ2oNTVBpRCQGOYndTnkIsMSQqAQgAtV9SjS10tdDhGRQ5dXLT3xxBP461//ispK/p8ZXZwfkxjmC7XSaYvgyM34a1UY1CsIALAru0LiaoiILuryHJnXXnsNZ8+eRWxsLBITE+Hn1/L/wg8ePOi04sj9caKv95jQJxxHLujx2uazGNM7DL2CuWcQEUmvy0HmhhtucEEZJFcMMt7jnvFJ+OpQAXLK6jD3lZ/x+e/GoW8UVzARkbS6HGSeeuopV9RBMsUg4z2iAnVYs2gsfv/xQZwsMmDldyfx4W9GS10WEXm5bk9qaGxsxIULF3D+/PkWf8i7ZDs2w+P/mXuD5HA/rL5rOFQKAVtPl+FAHufKEZG0uhxkTp8+jWuuuQY+Pj5ITExEcnIykpOTkZSUhOTkZFfUSG6q2tiI8tpGAEDvCK5Y8haJYX745fBeAIAPd+ZJXA0RebsuDy0tXLgQKpUK3377LWJiYiAIPFvHW9mHlWKDdPDTdvlbiWTs7nFJ+N/+C9hwrAhlNWmICNBKXRIReaku//bJzMzEgQMHkJqa6op6SEbOOA6L5PwYbzOoVxCGJQTj0Plq/G9/PhZP7SN1SUTkpbo8tJSWloby8nJX1EIyw4m+3u3XY21HFXy8Ow8WnopNRBLpVJAxGAyOPy+++CL+/Oc/Y8uWLaioqGjxmMFgcHW95EZOl9QAAPpxCa5Xmjs4BiG+ahTqG/DTqVKpyyEiL9WpoaXg4OAWc2FEUcT06dNbPEcURQiCwOMLvMipYluQ4WnI3kmnVuKWkfF4a1sO/rM7DzPToqQuiYi8UKeCzObNm11dB8lMZV0jympMANgj483uHJOIt7blYNvpMhRU13O3XyLqcZ0KMpMnT8bTTz+Nxx57DL6+vq6uiWTgVLFtGDE+1Af+XLHktRLCfDEmORR7ciux/kgRFk3qLXVJRORlOj3Zd8WKFaitrXVlLSQjWfZhpahAiSshqdmHlHZkcxEAEfW8TgcZUeSqBLrIHmRSOT/G641LCQMA7MuthNlilbgaIvI2XVp+zc3vyI4TfcluQHQggn3VqGu04GiBXupyiMjLdGlyQ79+/a4YZiorefaKp7NaRcfSa/bIkEIhYExyKDYdL8Gu7AoMTwiRuiQi8iJdCjIrVqxAUFCQq2ohmcivMsLYaIFGqUByOM9YImBc7zBsOl6C3TkV3OWXiHpUl4LMbbfdhsjISFfVQjJhH1bqE+kPlbLbB6iTBxnbPE/mQF4VmixWfl8QUY/p9E8bzo8huxOFtqXXqTEcViKbfpEBCNCpYGy04GRRjdTlEJEX4aol6jL7hM4hvTjMSDYKhYAhcbbvB/seQ0REPaHTQcZqtXJYiSCKIo5csAWZwXHB0hZDbiUlwnZ46Nky7jdFRD2HA9nUJSUGE8prTVAqBKTFcDM8ush+Cnp2aZ3ElRCRN2GQoS7JzK8CAPSN9IePRilxNeRO7D0yOeyRIaIeJKsg88ILL0AQBDzyyCNSl+K1dpytAACMSQ6VuBJyN/Ygk1dpRGMTd/glop4hmyCzb98+vPXWWxgyZIjUpXi1HWdt5+lM7BshcSXkbqICtfDTKGGxijhfyeElIuoZsggytbW1uPPOO/HOO+8gJIS7hkqloLoeOeV1UCoEjOnNHhlqSRAEpDTPkzlbyuElIuoZsggyixcvxrx58zBjxgypS/FqO87YemPS44IQqFNLXA25oz7Nw0vZZeyRIaKe0aWdfaXwySef4ODBg9i3b1+nnm8ymWAymRwfGwy2PS3MZjPMZrPT6rLfy5n3dHfbTpcCAMb1DnXZ5+2N7doTeqpdk8J8AABnig0e/zXk96prsF2dT65t2tl6BdGNd7rLz8/HyJEjkZGR4ZgbM2XKFAwdOhSrVq1q8zXLly/HihUrWl1fs2YNfH19XVmuR7OKwJP7lahtEvDwwCakcOU1teFwhYD3TiuR4Cfij0MsUpdDRDJmNBpxxx13QK/XIzCw/V86bh1kvvrqK9x4441QKi8u87VYLBAEAQqFAiaTqcVjQNs9MvHx8SgvL++wIbrKbDYjIyMDM2fOhFrt+cMsJ4tqcN0bu+CrUWLf0qnQqFwzKult7dpTeqpdz5TWYu6/dsJPq8ShJ6Z59NEm/F51Dbar88m1TQ0GA8LDw68YZNx6aGn69Ok4evRoi2sLFy5Eamoq/vKXv7QKMQCg1Wqh1WpbXVer1S75Arrqvu5mz7lqALZl134+rdvX2bylXXuaq9u1T1QQVAoBdSYLSmqbEB/q+b2g/F51Dbar88mtTTtbq1sHmYCAAAwaNKjFNT8/P4SFhbW6Tq61vXnZ9YQ+4RJXQu5Mo1JgYK8gHM6vxv68Sq8IMkQkLVmsWiJpNTZZsTe3EgAwsS+DDHVsdJJti4R956okroSIvIFb98i0ZcuWLVKX4HUy86tRb7YgzE+D/lEBUpdDbm5kUije+TkX+5rDLxGRK7FHhq5oV7btWIKxKWEePXmTnGNkoq1H5kxpLarqGiWuhog8HYMMXdGuHNv8mHG9wySuhOQgzF+LlAg/AMD+PA4vEZFrMchQh6xWEYfz9QB4UCR13uhkW+i19+YREbkKgwx1qKC6HvVmCzRKBZLD/aQuh2RiYvPqtp/PlElcCRF5OgYZ6pD98L/eEX5QKfntQp0zPiUMgmCbJ1Osb5C6HCLyYPzNRB06U1oDAI5TjYk6I8RPgyG9ggBc3IOIiMgVGGSoQ2dKbD0yfRlkqIvsew5t5/ASEbkQgwx16Ezz0FIfBhnqool9IgAA289WwGp12yPdiEjmGGSoQ3kVdQCA3uEMMtQ1wxOD4aNWorzWhFPFNVKXQ0QeikGG2mVoMKPKaAYAJITxzBzqGq1KiTG9bUv2t5/l8BIRuQaDDLXrfIURABDmp4G/VnanWZAbuKavbXjp5zOc8EtErsEgQ+3Kr7QFGZ5gTN11TfOE3725lWgwWySuhog8EYMMtSuvOcgkcliJuqlvpD9ig3QwNVmx+VSp1OUQkQdikKF2nW8OMgnskaFuEgQB1w3tBQD44uAFiashIk/EIEPtss+RYZChq3HTCFuQ2ZJVhvJak8TVEJGnYZChdrFHhpyhT2QA0uOC0GQV8dWhAqnLISIPwyBDbTJbrCiorgcAJIbxsEi6OjePjAcAfLQrD/WNnPRLRM7DIENtKqpugMUqQqNSIDJAK3U5JHM3DuuFyAAtzlcasXzdcanLISIPwiBDbcqrtO3omxDqC4VCkLgakjs/rQqrbhsKQQA+3Z+PdYcLpS6JiDwEgwy1ifNjyNnGp4TjoWl9AQCv/HBa4mqIyFMwyFCbuGKJXOG+a5KhUgjILqtDbnmd1OUQkQdgkKE2sUeGXCFQp8bY3mEAgB9OlEhcDRF5AgYZalNeBXf1JdeYMSASAJBxkkGGiK4egwy1Ioqi45wl9siQs00fEAUA2H+uElV1jRJXQ0RyxyBDrVQZzagxNQHggZHkfPGhvugfFQCrCGw7UyZ1OUQkcwwy1Ip9fkxUoBY6tVLiasgTTekfAQDYeppBhoiuDoMMtZJXYVtNkhjKHX3JNSY3B5ltp8tgtYoSV0NEcsYgQ63Y58dwWIlcZWRiKPw0SpTXNuJ4oUHqcohIxhhkqBWuWCJX06gUGN8nHACwJatU4mqISM4YZKgV7iFDPcE+T2YL58kQ0VVgkKFWHEGGPTLkQlP62/aTOXS+CtVGLsMmou5hkKEWGswWFBsaALBHhlyrV7AP+kb6wyoC28+WS10OEckUgwy1cKGqHqII+GmUCPPTSF0OeTjH8FIWh5eIqHsYZKiFS1csCYIgcTXk6ezDS1u5DJuIuolBhlpw7CHD+THUA0YmhcBXo0RZjQlHC/RSl0NEMsQgQy2cr6wHwPkx1DO0KiVmNJ+99N6OXImrISI5YpChFs5X2npkEsK4qy/1jN9O6g0A+PZIkWNok4iosxhkqAXuIUM9bVCvIFzTNxwWq4h3fs6RuhwikhkGGXIQRdERZBIZZKgHPTA5BQDw6b58lNeaJK6GiOSEQYYcympMaDBboRCA2GAfqcshLzIuJQxD4oJgarLifc6VIaIuYJAhh7zm3pjYYB9oVPzWoJ4jCAIWT+0DAPhwZx6q6rjTLxF1Dn9bkUNOWS0AIIkTfUkCs9KikBYTiFpTE97dzl4ZIuocBhlyOF5oAAAMiAmQuBLyRoIg4A8z+gIAPth5jr0yRNQpDDLkYA8yA2ODJK6EvBV7ZYioqxhkCABgtYo4WWQPMoESV0Pe6vJeGZ6KTURX4tZB5vnnn8eoUaMQEBCAyMhI3HDDDcjKypK6LI90rqIOxkYLtCoFksM5R4akMystCqnRAag1NeHLgwVSl0NEbs6tg8zWrVuxePFi7N69GxkZGTCbzZg1axbq6uqkLs3jnGjujUmNCYRK6dbfFuThBEHAnWMTAdj2lRFFHiZJRO1TSV1ARzZu3Nji4w8++ACRkZE4cOAAJk2aJFFVnuni/BgOK5H0rkuPxbPfnUBWSQ0y86sxLCFE6pKIyE25dZC5nF5vOx03NDS03eeYTCaYTBd3BjUYbL+gzWYzzGaz02qx38uZ95TSsQvVAID+kX6Sfk6e1q7uQm7t6qsC5gyMwtrMIqzZk4dBMf5Sl9SK3NpULtiuzifXNu1svYIok35bq9WK6667DtXV1di+fXu7z1u+fDlWrFjR6vqaNWvg68tt99vzt/1K1JgFPDqoCUlcfU1uINsAvHpcBY1CxDMjLdAppa6IiHqS0WjEHXfcAb1ej8DA9kcLZBNkHnjgAWzYsAHbt29HXFxcu89rq0cmPj4e5eXlHTZEV5nNZmRkZGDmzJlQq9VOu68Uig0NuObv26AQgMy/TYePRrrfGJ7Uru5Eju0qiiJmv7IDuRVGPHt9Gm4Z2f6/eynIsU3lgO3qfHJtU4PBgPDw8CsGGVkMLT344IP49ttvsW3btg5DDABotVpotdpW19VqtUu+gK66b09psljx+hbbfh2DewUh0E8ncUU2cm9XdyW3dr1tdAKe33AKnx0sxJ3jkqUup01ya1O5YLs6n9zatLO1uvXyFFEU8eCDD2Lt2rX46aefkJzsnj/I5KqyrhHXvbYDn+zLBwDMGxIjcUVELf1yeBxUCgGZ+dU4VWyQuhwickNuHWQWL16M//u//8OaNWsQEBCA4uJiFBcXo76+XurSPMJHu87hRJEBGpUCj89Jxb0Te0tdElELEQFazBgQBcC2FJuI6HJuHWTefPNN6PV6TJkyBTExMY4/n376qdSleYQtWWUAgGXXpuF3k1OgVAgSV0TU2q2j4wEAaw8VoMFskbgaInI3bj1HRibzkGWpsq4Rh5uXXE8fECltMUQdmNQ3ArFBOhTqG7DhWBFuHOZek36JSFpu3SNDrvPzmTKIIpAaHYCYIB+pyyFql1Ih4PbRCQCAD3fmSVwNEbkbBhkvZR9Wmtw/QuJKiK7s9jEJ0CgVyMyvRmZ+tdTlEJEbYZDxQlariG2nbUFmSj8OK5H7C/fX4trmVXUf7jwnbTFE5FYYZLzQofxqVNQ1wl+rwohEnmFD8rBgfBIA4NsjhaioNXX8ZCLyGgwyXuirQwUAgJlpUdCo+C1A8pAeH4xBvQJhtoj45nCh1OUQkZvgbzEv09hkxTdHbL8EbhzWS+JqiLrmV8NtK5a+bA7jREQMMl5mS1Ypqo1mRAZoMaFPuNTlEHXJ/PRYqBQCjlzQ40xJjdTlEJEbYJDxMmub/0/2+qGx3ACPZCfcX4spzSvt2CtDRACDjFfRG8348WQpAHBTMZKtXzYPL311qAAWKzfNJPJ2DDJe5NujhWi0WJEaHYC02PaPRCdyZ9NSIxGoU6FI34DdORVSl0NEEmOQ8SJrD9q64n85nJN8Sb50aiWuTY8FAHxx8ILE1RCR1BhkvMT5CiP251VBIQDXD2WQIXmzr17aeKwYdaYmiashIikxyHgJ+5Lr8SnhiArUSVwN0dUZnhCMpDBfGBst2HS8WOpyiEhCDDJe4tsjRQCA+ekxEldCdPUEQXBM+l2z57zE1RCRlBhkvEBueR1OFhmgUgiYlRYtdTlETnHrqHholArsz6vCvnOVUpdDRBJhkPECe3NtKztGJIYgxE8jcTVEzhEVqHNMXH9j81mJqyEiqTDIeIHDF/QAgKEJwdIWQuRk909OgUIANmeVYQ+XYhN5JQYZL3A4vxoAkB4XLGkdRM6WHO6HW0clAACWfX0cDWaLxBURUU9jkPFwDWYLsoptZ9KkxwdLWwyRC/xpdn+E+mmQVVKD59aflLocIuphDDIe7nihAU1WEeH+GsQGcdk1eZ5QPw3+eUs6AOCjXXlYf7RI4oqIqCcxyHi4Q+erAABD40MgCDwkkjzTlP6R+N3kFADAXz4/gvMVRokrIqKewiDj4Q6drwYADONEX/Jwf5zVDyMSQ1BjasKij/ZDX2+WuiQi6gEMMh7O3iMzPCFE4kqIXEutVOBftw9DRIAWWSU1+MWqbdhwtAiiyBOyiTwZg4wHO1deh0J9A5QKAUPigqQuh8jlYoN98MHCUYgP9UGRvgEPfHwQC97fh2MFeqlLIyIXYZDxYBuO2c6gGdc7DH5alcTVEPWMgbFByHh0Mh6e1gcapQLbTpfh2n9tx7xXf8a/f86BsZGHTBJ5EgYZD7bxmG31xi8G8VgC8i46tRJLZvXHpkcn4br0WKiVAo4XGrDyu5OY+8rP2JvLIw2IPAX/N91DXagy4vAFPQQBmD2QQYa8U3K4H169fRiq6gbi26NFeP2nszhXYcQtb+1C73A/TOoXgfT4IAzuFYTe4f5QKLiyj0huGGQ81IajtmGlUUmhiAjQSlwNkbRC/DT49dhEXJcei2e/O4G1hwqQU16HnPI6x3OiA3WYPTAK0wdEoU+kPyICtFAr2WlN5O4YZDzU2kMFAID56bESV0LkPoJ81HjppnQ8eW0atp4uw/5zVThWoMfxQgOKDQ34cFcePtyVBwBQCMCQuGDMGhiFWWnR6BPpL3H1RNQWBhkPlFVcgxNFBqiVAq4dHCN1OURuJ0CnxrVDYnHtEFvQbzBbsDO7HBuPFWNXTgWKqhvQZBWRmV+NzPxqvLQxC70j/DA8IQSJob6ICtIh1EeJ8gZweTeRxBhkPNBXmbbemCn9IxHip5G4GiL3p1MrMS01CtNSowAAVquIIkMDtmSVYtPxEuzKLkdOWR1yyuoue6UKq89sxYy0aMxMi0RaTBCiArXcRZuoBzHIeBirVcTXzcNKNw7rJXE1RPKkUAjoFeyDO8ck4s4xiTA0mLHjTDnOltYir9KIshoTSvT1OFNag7LaRvx373n8d+95AIBGpUC4nwbp8cGY1C8C1/QNR69gH4YbIhdhkPEwe3IrUahvQIBWhWmpkVKXQ+QRAnVqzLlsmNZsNmPdt+sRkjoaP54qx87sCpyvNKKxyYpCfQMK9cWOvZwCdSqEB2gRoFUhLtQXw+KDMS4lDGkxgQw4RFeJQcbDfNXcGzN3cAx0aqXE1RB5NpUCuKZPOKYNsIUcs8WKYn0DivQN2JVdga2nS3H4gh6GhiYYGmwb8R2+oMd3R2x7PEUFajGlXySGJQRjUK8g9IsKgEbFlVJEXcEg40EazBasP2r7AXnjcA4rEfU0tVKB+FBfxIf6YnRyKP4woy8azBbkVRhRbWyEoaEJp0tqcDCvCjuzK1BiMOHT/fn4dH9+8+sFJIf7oV9UAIYlhKBvpD9ig3WIDfaBr4Y/ronawn8ZHuSnU6WoMTUhNkiH0UmhUpdDRLBNJO4fHeD4eGaabUJxg9mCPbmV2HG2HMcK9DhaoEdNQxNOl9TidEktvm3utbEL9lUjNsjHEWx6BfsgKdwPKRH+SAj1ZU8OeS0GGQ/y5UHbsNL1w3pxh1IiN6dTKzG5XwQm94sAYFvGXahvwOmSGpwoNODQ+WrkVxpRqK9HTUMTqo1mVBvNOFFkaHUvpUJAdKAOWpUCggAoBAFKhYCkMD/0iw5ASoQfQv00CNSp0WixosFsQVKYH+JDfXv60yZyOgYZD1FZ14gtWaUAuFqJSI4EwbZSqlewD6b2bzlR39BgRlF1Awr19Sistv25UFXfvCS8FnWNFhRU17e656niGmw8Xtzue8aH+mB873CM7xOGKf0iEeSrdvrnReRqDDIe4uvMAjRZRaTFBKJfVMCVX0BEshGoUyMwWt1iiMpOFEWU1ZhwoboeFqsIq1WEVQQamizIKavD6eIanKuoQ7XRDEODGRqVAmqlAufK65BfWY9PK21zdAJ1Ktw2OgHJ4X7oE+mP4QkhUCoEWKwiRFGEisc1kJtikPEAeqMZb2zJBgDcPjpe4mqIqCcJgoDIQB0iA3WtHpvav/3X1ZqasO9cJXZlV+CHkyXIKavD29tyHI9HBGjhp1GioDkgxQT5IC7EB5GBOqgUAgQBUDYPYYX7axETrIPJbIVSIWDu4Bie8UY9hkHGA6z45jjKakzoHe6HW0YxyBDRlflrVZjaPxJT+0fiL79Ixabjxdh2ugwlhgbsz6tCWY0JZZc8v6C6vs3hq7Y8+91JjEsJg0alQImhAblldYgK0mFS3wiMTg5BRIAOgIhakwVGUxPC/LUYmRjCuX3ULQwyMtZgtuBfP53Bl4cKoBCAf9ySDq2Ke8cQUdfYe1HmNm/619hkxf5zlVAoBCSE+kKpEHChyoj8ynqU15pgFW3DV1ZRRJNFRImhASWGBujUSlyoqkdmfjW2ni5r8R41pbU4W1qL93bktlnD8IRg3DYqAVtPl2LLSSXeyduNQb2CkBDmi/KaRpwprUGIrwazBkbhFwOjHUNdVXWNUCkFBOg4v8dbMcjI1M6z5fjr2qM4V2EEADw8vS+GJ4RIXBUReQKNSoHxfcJbXIsK1GFEYudefzi/GscLDRAhItRXg8QwP+RV1OGnU6U4W1aLshoTFIIAP60KfholThQZcPB8NQ6er26+g4BjhQYcK2y9Qmvd4UKkRPjhngnJ2J1T4dhccERiCP55SzoSw/yu4jMnOWKQkZFifQP251XihxMl+CqzEIBtZ9C/zUvDtUN4yjURuYf0+GCkxwe3uJYWG9jqmAe7EkMD/t/3Wdh3rgqjk4IRWZ+HfoNHIKukDsWGBgTq1OgX5Y+8SiP+u/c8ssvq8ORXx1rc40BeFX7zwT58/eBE+GtVsFhF/HCyBAfPV2Fy3wiMSwmDIAiwWkXsz6vC6ZIa+KiVqGkwwyIC01IjkRzeMgSJou0E9LOltRgSF4x+Uf4wNVkBgDunuxFZBJnXX38df//731FcXIz09HT861//wujRo6Uu66qJoohaUxP8tao2z1sxW6zYmV2BjBPF2Jld0eLkXUEA7hqTiD/9oj8C2aVKRDIWFajDSzelA7CdYbV+fR5+MTAK84e2/tn2wJQUvLE5Gz+cLEFMkA6Pz0lFoE6Nm1fvQnZZHe7/z35MS43ChzvP4Xylrcf6ra05GBATiJtHxCHjRAl25VS0uu9LG09hycx+KK814XC+HgE6FcrrGnE4v9rxHEEARNH235QIf4T4qlFe2whjYxOCfNToFeyDofEhUAhAldGMamMjak1NCPXTIC7EB4lhflApBBwvNKDBbEHvCH8MSwhG30h/qJQKiKIIfb0ZZTUmWERbb5afVoXGJitMTbb9fyyiiECdGhqVAnWmJhgbLQBEaFVK+GiU8FEroVMrUWtqQn2jBb5aJdSwOj4Hi1VEg9mCBrMFZosItVKAWqWApnmozj5sqGjejwiw/df+K0oA3G4Fm9sHmU8//RRLlizB6tWrMWbMGKxatQqzZ89GVlYWIiOlOxSxvNaEwjogM78aZquAerMFDc0z9jUqAWqlAlqVEvGhPhAgIL/KiOzSWpwsMiCv0ohifQMKqupRY2pCoE6F5Ah/1DaYoRAEDI0PRqPFis2nSh3nswC2b6y02EAMiQvGTSPiOJRERF4nUKfG43NS8fic1BbX37hrOG59axd2nK3AjrO2oBLko8bEPuH46VQpThYZ8PS3JwAAWpUC41PC0GQVoVUpUFZjwuELejy/4VSr99OoFEiLCcSJQgMaLbZAIIrA2dLaFs8rMZhwuqQWm7PKWt3jSnRqBYJ9NKisa3S8h7MpoMRjezNgtohXfS+lQoBGqcCAmAD8aXYqxqWEOaHC7nP7IPPPf/4TixYtwsKFCwEAq1evxnfffYf33nsPjz/+uGR1/b+Ms/j8iAo4sveq72VoaGqR+s9c8g8k3F+LWQOjMLV/JEYnhyLIh70vRESXG54Qgn/cnI4XNpxCZKAONw3vhV+NiIOvRoVqYyPW7D2Pbw8XISncF3+andpiGMliFfHKj2fwv3356Bvlj/npsagzNUGjUmBaaiRignxgbGxCTUMTfDVK1JstOF5gQF1jE8L9tfDTqKCvNyOrpAYniwxQCgKCfdUI8dPAT6NEZZ0Z5yuNOFdRhyaLFf2iAhDko8bJYgMO5+tRa2pCsbnBUU+QjxpKhYBqYyOszblDrRSgVSkhCLal86Jou2Y/g8vUZPuf6UspBDheb4UA62UhRqUQ0GTterCxWEXUWy04eL4ad7+3B/+4OR3XD5VuI1a3DjKNjY04cOAAli5d6rimUCgwY8YM7Nq1q83XmEwmmEwmx8cGg22ymNlshtlsdlptAVoF/FUigvx94NvcnadVK2G1ijBbrGi0iDA2NqGg2vbNGROoRUKYLwZEB6B3uB9ignSIDtIhOlCH/ObVAEE+ahjNFuw/VwWFIGByv3AMTwiG8pIlic78HNyR/fPz9M+zp7FdnY9t6hpX065zB0Zi7sBLe+pFmM1m+KkFLJqQiEUTLs5Wvvz+D01JxkNTktutSS0AoT62eTE6pRITU1r3iI9JCupyzVariHMVRhgbLQjxUyPcTwNt8/wbq1VEQ5MFWpWyxe8Bi1V09CZdfi9TkxX1Zgt8NUpoVQo0WkQY6hrww+YtmHjNNfD30UKnsj2mUAgQRRGNFhGNzXN/lApAgAARIkTRFoREUYQI27CSVbSFppqGJqz68Sw2nSjFHz7JRJmhHgvGdXI2eCd19ntAEEXx6vuZXKSwsBC9evXCzp07MW7cOMf1P//5z9i6dSv27NnT6jXLly/HihUrWl1fs2YNfH17/lyRJiuaN47q8bcmIiJyGasIfJ2nwM/FAu4fYEX/IOfGCaPRiDvuuAN6vR6BgYHtPs+te2S6Y+nSpViyZInjY4PBgPj4eMyaNavDhugqs9mMjIwMzJw5E2o1h3uche3qGmxX52Obugbb1flc2abXwjZfqE+kv1PvC1wcUbkStw4y4eHhUCqVKCkpaXG9pKQE0dHRbb5Gq9VCq229NbZarXbJPwpX3dfbsV1dg+3qfGxT12C7Op+r2nRAL9csPOlsre61huoyGo0GI0aMwI8//ui4ZrVa8eOPP7YYaiIiIiLv5NY9MgCwZMkSLFiwACNHjsTo0aOxatUq1NXVOVYxERERkfdy+yBz6623oqysDMuWLUNxcTGGDh2KjRs3IioqSurSiIiISGJuH2QA4MEHH8SDDz4odRlERETkZtx6jgwRERFRRxhkiIiISLYYZIiIiEi2GGSIiIhIthhkiIiISLYYZIiIiEi2GGSIiIhIthhkiIiISLYYZIiIiEi2ZLGz79UQRRFA548D7yyz2Qyj0QiDwcATWp2I7eoabFfnY5u6BtvV+eTapvbf2/bf4+3x+CBTU1MDAIiPj5e4EiIiIuqqmpoaBAUFtfu4IF4p6sic1WpFYWEhAgICIAiC0+5rMBgQHx+P/Px8BAYGOu2+3o7t6hpsV+djm7oG29X55NqmoiiipqYGsbGxUCjanwnj8T0yCoUCcXFxLrt/YGCgrL4x5ILt6hpsV+djm7oG29X55NimHfXE2HGyLxEREckWgwwRERHJFoNMN2m1Wjz11FPQarVSl+JR2K6uwXZ1Prapa7Bdnc/T29TjJ/sSERGR52KPDBEREckWgwwRERHJFoMMERERyRaDDBEREckWg0w3vf7660hKSoJOp8OYMWOwd+9eqUuStW3btmH+/PmIjY2FIAj46quvpC5J9p5//nmMGjUKAQEBiIyMxA033ICsrCypy5K9N998E0OGDHFsLjZu3Dhs2LBB6rI8ygsvvABBEPDII49IXYqsLV++HIIgtPiTmpoqdVlOxyDTDZ9++imWLFmCp556CgcPHkR6ejpmz56N0tJSqUuTrbq6OqSnp+P111+XuhSPsXXrVixevBi7d+9GRkYGzGYzZs2ahbq6OqlLk7W4uDi88MILOHDgAPbv349p06bh+uuvx/Hjx6UuzSPs27cPb731FoYMGSJ1KR5h4MCBKCoqcvzZvn271CU5HZdfd8OYMWMwatQovPbaawBs5znFx8fjoYcewuOPPy5xdfInCALWrl2LG264QepSPEpZWRkiIyOxdetWTJo0SepyPEpoaCj+/ve/495775W6FFmrra3F8OHD8cYbb2DlypUYOnQoVq1aJXVZsrV8+XJ89dVXyMzMlLoUl2KPTBc1NjbiwIEDmDFjhuOaQqHAjBkzsGvXLgkrI+qYXq8HYPulS85hsVjwySefoK6uDuPGjZO6HNlbvHgx5s2b1+LnK12dM2fOIDY2Fr1798add96J8+fPS12S03n8oZHOVl5eDovFgqioqBbXo6KicOrUKYmqIuqY1WrFI488ggkTJmDQoEFSlyN7R48exbhx49DQ0AB/f3+sXbsWaWlpUpcla5988gkOHjyIffv2SV2KxxgzZgw++OAD9O/fH0VFRVixYgWuueYaHDt2DAEBAVKX5zQMMkReYPHixTh27JhHjo9LoX///sjMzIRer8fnn3+OBQsWYOvWrQwz3ZSfn48//OEPyMjIgE6nk7ocjzFnzhzH34cMGYIxY8YgMTER//vf/zxqGJRBpovCw8OhVCpRUlLS4npJSQmio6MlqoqofQ8++CC+/fZbbNu2DXFxcVKX4xE0Gg369OkDABgxYgT27duHV155BW+99ZbElcnTgQMHUFpaiuHDhzuuWSwWbNu2Da+99hpMJhOUSqWEFXqG4OBg9OvXD2fPnpW6FKfiHJku0mg0GDFiBH788UfHNavVih9//JFj5ORWRFHEgw8+iLVr1+Knn35CcnKy1CV5LKvVCpPJJHUZsjV9+nQcPXoUmZmZjj8jR47EnXfeiczMTIYYJ6mtrUV2djZiYmKkLsWp2CPTDUuWLMGCBQswcuRIjB49GqtWrUJdXR0WLlwodWmyVVtb2+L/EnJzc5GZmYnQ0FAkJCRIWJl8LV68GGvWrMHXX3+NgIAAFBcXAwCCgoLg4+MjcXXytXTpUsyZMwcJCQmoqanBmjVrsGXLFmzatEnq0mQrICCg1dwtPz8/hIWFcU7XVXjssccwf/58JCYmorCwEE899RSUSiVuv/12qUtzKgaZbrj11ltRVlaGZcuWobi4GEOHDsXGjRtbTQCmztu/fz+mTp3q+HjJkiUAgAULFuCDDz6QqCp5e/PNNwEAU6ZMaXH9/fffxz333NPzBXmI0tJS3H333SgqKkJQUBCGDBmCTZs2YebMmVKXRtTChQsXcPvtt6OiogIRERGYOHEidu/ejYiICKlLcyruI0NERESyxTkyREREJFsMMkRERCRbDDJEREQkWwwyREREJFsMMkRERCRbDDJEREQkWwwyREREJFsMMkRERCRbDDJE1KPuuece3HDDDZK9/69//Ws899xznX5+eXk5IiMjceHCBRdWRUTdxZ19ichpBEHo8PGnnnoKjz76KERRRHBwcM8UdYnDhw9j2rRpyMvLg7+/PwDbuV5PPPEEtmzZgsrKSoSHh2PEiBF48cUXkZqaCsB2Zk1VVRXefffdHq+ZiDrGIENETmM/mBIAPv30UyxbtgxZWVmOa/7+/o4AIYX77rsPKpUKq1evBgCYzWYMGDAA/fv3x5NPPomYmBhcuHABGzZswLXXXouxY8cCAI4fP44RI0agsLAQoaGhktVPRK1xaImInCY6OtrxJygoCIIgtLjm7+/famhpypQpeOihh/DII48gJCQEUVFReOeddxwnygcEBKBPnz7YsGFDi/c6duwY5syZA39/f0RFReHXv/41ysvL263NYrHg888/x/z58x3Xjh8/juzsbLzxxhsYO3YsEhMTMWHCBKxcudIRYgBg4MCBiI2Nxdq1a53XWETkFAwyRCS5Dz/8EOHh4di7dy8eeughPPDAA7j55psxfvx4HDx4ELNmzcKvf/1rGI1GAEB1dTWmTZuGYcOGYf/+/di4cSNKSkpwyy23tPseR44cgV6vx8iRIx3XIiIioFAo8Pnnn8NisXRY4+jRo/Hzzz875xMmIqdhkCEiyaWnp+Nvf/sb+vbti6VLl0Kn0yE8PByLFi1C3759sWzZMlRUVODIkSMAgNdeew3Dhg3Dc889h9TUVAwbNgzvvfceNm/ejNOnT7f5Hnl5eVAqlYiMjHRc69WrF1599VUsW7YMISEhmDZtGp555hnk5OS0en1sbCzy8vJc0wBE1G0MMkQkuSFDhjj+rlQqERYWhsGDBzuuRUVFAQBKS0sB2Cbtbt682THnxt/f3zExNzs7u833qK+vh1arbTUhefHixSguLsbHH3+McePG4bPPPsPAgQORkZHR4nk+Pj6OHiEich8qqQsgIlKr1S0+FgShxTV7+LBarQCA2tpazJ8/Hy+++GKre8XExLT5HuHh4TAajWhsbIRGo2nxWEBAAObPn4/58+dj5cqVmD17NlauXImZM2c6nlNZWYmIiIjufYJE5DIMMkQkO8OHD8cXX3yBpKQkqFSd+zE2dOhQAMCJEyccf2+LIAhITU3Fzp07W1w/duwYpkyZ0s2KichVOLRERLKzePFiVFZW4vbbb8e+ffuQnZ2NTZs2YeHChe1O2o2IiMDw4cOxfft2x7XMzExcf/31+Pzzz3HixAmcPXsW7777Lt577z1cf/31jucZjUYcOHAAs2bNcvnnRkRdwyBDRLITGxuLHTt2wGKxYNasWRg8eDAeeeQRBAcHQ6Fo/8fafffdh48//tjxcVxcHJKSkrBixQqMGTMGw4cPxyuvvIIVK1bgiSeecDzv66+/RkJCAq655hqXfl5E1HXcEI+IvEZ9fT369++PTz/9FOPGjev068aOHYuHH34Yd9xxhwurI6LuYI8MEXkNHx8ffPTRRx1unHe58vJy/PKXv8Ttt9/uwsqIqLvYI0NERESyxR4ZIiIiki0GGSIiIpItBhkiIiKSLQYZIiIiki0GGSIiIpItBhkiIiKSLQYZIiIiki0GGSIiIpItBhkiIiKSrf8PTLjOJA88NJ0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "### Rocket Info\n", "rocket.all_info()" @@ -343,7 +833,7 @@ }, { "cell_type": "markdown", - "id": "f327a833", + "id": "9160110f", "metadata": {}, "source": [ "## Flight\n", @@ -352,8 +842,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6fda131f", + "execution_count": 42, + "id": "0e99f7ab", "metadata": {}, "outputs": [], "source": [ @@ -370,17 +860,391 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "ced209ae", + "execution_count": 43, + "id": "27886968", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Initial Conditions\n", + "\n", + "Initial time: 0.000 s\n", + "Position - x: 0.00 m | y: 0.00 m | z: 668.00 m\n", + "Velocity - Vx: 0.00 m/s | Vy: 0.00 m/s | Vz: 0.00 m/s\n", + "Attitude (quaternions) - e0: 0.706 | e1: -0.033 | e2: 0.033 | e3: -0.706\n", + "Euler Angles - Spin φ : -0.00° | Nutation θ: -5.30° | Precession ψ: -90.00°\n", + "Angular Velocity - ω1: 0.00 rad/s | ω2: 0.00 rad/s | ω3: 0.00 rad/s\n", + "Initial Stability Margin: 1.991 c\n", + "\n", + "\n", + "Surface Wind Conditions\n", + "\n", + "Frontal Surface Wind Speed: 0.00 m/s\n", + "Lateral Surface Wind Speed: 0.00 m/s\n", + "\n", + "\n", + "Launch Rail\n", + "\n", + "Launch Rail Length: 5.7 m\n", + "Launch Rail Inclination: 84.70°\n", + "Launch Rail Heading: 90.00°\n", + "\n", + "\n", + "Rail Departure State\n", + "\n", + "Rail Departure Time: 1.082 s\n", + "Rail Departure Velocity: 22.491 m/s\n", + "Rail Departure Stability Margin: 2.200 c\n", + "Rail Departure Angle of Attack: 0.000°\n", + "Rail Departure Thrust-Weight Ratio: 8.207\n", + "Rail Departure Reynolds Number: 1.182e+05\n", + "\n", + "\n", + "Burn out State\n", + "\n", + "Burn out time: 5.270 s\n", + "Altitude at burn out: 1103.374 m (ASL) | 435.374 m (AGL)\n", + "Rocket speed at burn out: 98.676 m/s\n", + "Freestream velocity at burn out: 98.676 m/s\n", + "Mach Number at burn out: 0.294\n", + "Kinetic energy at burn out: 4.020e+04 J\n", + "\n", + "\n", + "Apogee State\n", + "\n", + "Apogee Time: 14.564 s\n", + "Apogee Altitude: 1540.762 m (ASL) | 872.762 m (AGL)\n", + "Apogee Freestream Speed: 11.984 m/s\n", + "Apogee X position: 168.165 m\n", + "Apogee Y position: 0.001 m\n", + "Apogee latitude: -23.3641778°\n", + "Apogee longitude: -47.9983544°\n", + "\n", + "\n", + "Parachute Events\n", + "\n", + "Parachute: Drogue_Chute\n", + "\tEjection time: 14.570 s\n", + "\tInflation time: 14.570 s\n", + "\tFreestream speed at inflation: 11.981 m/s\n", + "\tAltitude at inflation: 1540.762 m (ASL) | 872.762 m (AGL)\n", + "\n", + "\n", + "Impact Conditions\n", + "\n", + "Time of impact: 66.954 s\n", + "X impact: 249.989 m\n", + "Y impact: 0.003 m\n", + "Altitude impact: 668.000 m (ASL) | 0.000 m (AGL) \n", + "Latitude: -23.3641777°\n", + "Longitude: -47.9975537°\n", + "Vertical velocity at impact: -17.659 m/s\n", + "Number of parachutes triggered until impact: 1\n", + "\n", + "\n", + "Stability Margin\n", + "\n", + "Initial Stability Margin: 1.991 c at 0.00 s\n", + "Out of Rail Stability Margin: 2.200 c at 1.08 s\n", + "Maximum Stability Margin: 3.359 c at 3.29 s\n", + "Minimum Stability Margin: 1.991 c at 0.00 s\n", + "\n", + "\n", + "Maximum Values\n", + "\n", + "Maximum Speed: 125.145 m/s at 2.61 s\n", + "Maximum Mach Number: 0.371 Mach at 2.61 s\n", + "Maximum Reynolds Number: 6.509e+05 at 2.61 s\n", + "Maximum Dynamic Pressure: 8.874e+03 Pa at 2.61 s\n", + "Maximum Acceleration During Motor Burn: 108.444 m/s² at 1.58 s\n", + "Maximum Gs During Motor Burn: 11.058 g at 1.58 s\n", + "Maximum Acceleration After Motor Burn: -0.000 m/s² at 0.01 s\n", + "Maximum Gs After Motor Burn: -0.000 Gs at 0.01 s\n", + "Maximum Stability Margin: 3.359 c at 3.29 s\n", + "Maximum Upper Rail Button Normal Force: 0.000 N\n", + "Maximum Upper Rail Button Shear Force: 0.000 N\n", + "Maximum Lower Rail Button Normal Force: 0.000 N\n", + "Maximum Lower Rail Button Shear Force: 0.000 N\n", + "\n", + "\n", + "Numerical Integration Settings\n", + "\n", + "Maximum Allowed Flight Time: 600.00 s\n", + "Maximum Allowed Time Step: inf s\n", + "Minimum Allowed Time Step: 0.00e+00 s\n", + "Relative Error Tolerance: 1e-06\n", + "Absolute Error Tolerance: [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 1e-06, 1e-06, 1e-06, 1e-06, 0.001, 0.001, 0.001]\n", + "Allow Event Overshoot: True\n", + "Terminate Simulation on Apogee: False\n", + "Number of Time Steps Used: 484\n", + "Number of Derivative Functions Evaluation: 93\n", + "Average Function Evaluations per Time Step: 0.192\n", + "\n", + "\n", + "\n", + "Trajectory 3d Plot\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Trajectory Kinematic Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Angular Position Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Path, Attitude and Lateral Attitude Angle plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Trajectory Angular Velocity and Acceleration Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Aerodynamic Forces Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Rail Buttons Forces Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAv8AAAIjCAYAAACUB3R2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACv9UlEQVR4nOzdd1hT1/8H8HcIJOwlSxQBEcWBQsU9cG+t1ap1gtvWjaNUrYpat1atrXZY0NZVR2t/WgdV0NbVOlCpW0Goggtlj5Dc3x+UfI2g5kICCO/X8+SBnDvO5yZH/OTknHMlgiAIICIiIiKics+gtAMgIiIiIqKSweSfiIiIiKiCYPJPRERERFRBGIo9IDs7G2fPnsW9e/eQkZEBe3t7+Pr6wt3dXR/xERERERGRjmid/J88eRJr167F//3f/0GhUMDKygomJiZISkpCdnY2qlevjjFjxmDcuHGwsLDQZ8xERERERFQEWg376dWrFwYMGAA3NzccOXIEqampePr0Kf79919kZGTg1q1bmDNnDo4ePYqaNWsiPDxc33ETEREREZFIEm2W+vz6668xYsQIGBkZvfGEV69eRUJCAtq3b6+TAImIiIiISDe0Sv6JiIiIiOjtx9V+iIiIiIgqCK2Tf3d3d1SvXv21Dw8PD33GSkSkVxKJBPPnz1c/DwsLg0QiQWxsbKnFRGUT2wYRva20Tv6nTJmCyZMnF/p49913kZiYyD+CRFQi8hOv/IehoSGqVKmCwMBA3L9/v8TjmT9/vkY8BgYGqFy5Mnr06IEzZ84U+bzbtm3DmjVrCpQ/ePAA8+fPR1RUVNGDLgH5r8eqVasKbMt/D8+dO1cKkZWcl9vGi4+NGzeWdnhEVAFpvdTn5MmTC5QlJSVh4cKF2LBhA5o0aYJly5bpNDgiotdZsGAB3N3dkZWVhTNnziAsLAx//vknoqOjYWxsLPp8mZmZMDQUffsTtQ0bNsDc3BwqlQrx8fH49ttv0bp1a/z111/w8fERfb5t27YhOjoaU6ZM0Sh/8OABQkJC4ObmVqTzlrQVK1bgww8/hKmpaWmHUmry28aLmjRpUkrREFFFVqT/5TIzM7F69WqsXLkSrq6u2Lt3L7p166br2IiIXqtr167w8/MDAIwaNQp2dnZYtmwZfv31V/Tv31/0+YrygeFF77//Puzs7NTPe/fujXr16mHXrl1vRZKuDz4+PoiKisLGjRsRFBSkt3rS09NhZmamt/MX18ttQ1fK+nUTUdkjasKvUqnExo0bUb16dXz33XdYt24dLl68yMSfiMqEVq1aAQDu3LmjLsvJycHcuXPRsGFDWFlZwczMDK1atUJERESB418e819cTk5OAKDxbcKrxopHRkZCIpEgMjISANCmTRscOHAA9+7dUw8TcXNzQ2RkJBo1agQAGD58uHpbWFiY+ly7du1Cw4YNYWJiAjs7OwwZMqTAcKjAwECYm5vj/v376N27N8zNzWFvb4/p06dDqVRq7Ltjxw40bNgQFhYWsLS0hLe3N9auXavVa9CiRQu0a9cOy5cvR2Zm5hv3P3bsGFq1agUzMzNYW1vj3XffxbVr1zT2yR9Kc/XqVQwaNAg2NjZo2bIlAMDNzQ09evRAZGQk/Pz8YGJiAm9vb/XrunfvXnh7e8PY2BgNGzbExYsXNc59+fJlBAYGonr16jA2NoaTkxNGjBiBp0+fanW9RSXmPbtz5w66desGCwsLDB48GACgUqmwdu1a9bXZ29ujS5cuBYZV/fjjj+p6bG1t8cEHHyA+Pl6v10ZEZYvWyf9PP/2E2rVrY+7cuQgODsaNGzcwdOhQSCQSfcZHRKS1/ITaxsZGXZaSkoLvvvsObdq0wbJlyzB//nw8fvwYnTt31vmY+aSkJDx58gSPHj3CxYsXMXr0aBgbGxfpW4jZs2fDx8cHdnZ2+OGHH/DDDz9gzZo1qF27NhYsWAAAGDNmjHpb69atAeR9uOjfvz+kUimWLFmC0aNHY+/evWjZsiWeP3+uUYdSqUTnzp1RqVIlrFy5Ev7+/li1ahW++eYb9T7h4eEYOHAgbGxssGzZMixduhRt2rTByZMntb6W+fPn4+HDh9iwYcNr9/v999/RuXNnPHr0CPPnz0dQUBBOnTqFFi1aFDqnrF+/fsjIyMDixYsxevRodfnt27cxaNAg9OzZE0uWLMGzZ8/Qs2dPbN26FVOnTsWQIUMQEhKCO3fuoH///lCpVBrXe/fuXQwfPhxffPEFPvjgA+zYsQPdunVDcVbGzm8b+Y9nz56pt4l5z3Jzc9G5c2c4ODhg5cqV6Nu3LwBg5MiRmDJlClxcXLBs2TIEBwfD2NhYY87JZ599hmHDhsHT0xOrV6/GlClTcPToUbRu3bpAPURUjglakkgkgqmpqTBy5Ehh6tSpr3wQEelbaGioAED4/fffhcePHwvx8fHC7t27BXt7e0Eulwvx8fHqfXNzc4Xs7GyN4589eyY4OjoKI0aM0CgHIMybN69APTExMa+NZ968eQKAAg9ra2vh0KFDhcb+8jkjIiIEAEJERIS6rHv37oKrq2uB+v7++28BgBAaGqpRnpOTIzg4OAj16tUTMjMz1eX79+8XAAhz585VlwUEBAgAhAULFmicw9fXV2jYsKH6+eTJkwVLS0shNzf3ta9BYQAI48ePFwRBENq2bSs4OTkJGRkZgiD873X4+++/1fv7+PgIDg4OwtOnT9Vlly5dEgwMDIRhw4apy/Jf74EDBxao09XVVQAgnDp1Sl12+PBhAYBgYmIi3Lt3T13+9ddfF3jN8+N70fbt2wUAwokTJ9RlxW0b+e9rUd6z4OBgjTqOHTsmABAmTZpUoH6VSiUIgiDExsYKUqlU+OyzzzS2X7lyRTA0NCxQTkTll9Zj/lu3bg2JRKLxdfrL+C0AEZWkDh06aDx3c3PDjz/+iKpVq6rLpFIppFIpgLyhEc+fP4dKpYKfnx8uXLig03j27NkDS0tLCIKA+/fvY8OGDejbty+OHDmC5s2b67Suwpw7d07da/7i/IXu3bvDy8sLBw4cQEhIiMYx48aN03jeqlUr/PDDD+rn1tbWSE9PR3h4OLp06VLk2ObPnw9/f39s3LgRU6dOLbA9ISEBUVFRmDlzJmxtbdXl9evXR8eOHfHbb78VOObl2PPVqVMHzZo1Uz/Pn1jbrl07VKtWrUD53bt30aZNGwCAiYmJentWVhbS0tLQtGlTAMCFCxfUQ8vEym8b+fLrKcp79uGHHxY4t0Qiwbx58wrUm///8t69e6FSqdC/f388efJEvd3JyQmenp6IiIjArFmzinRtRPR20Tr5zx8vWR6cOHECK1aswPnz55GQkICff/4ZvXv31lt9S5Yswd69e3H9+nWYmJigefPmWLZsGWrVqqXeJysrC9OmTcOOHTuQnZ2Nzp0746uvvoKjo6Pe4iJ623355ZeoWbMmkpOT8f333+PEiROQy+UF9tu8eTNWrVqF69evQ6FQqMvd3d11Gk/r1q01JnW+//778PT0xMSJE3H+/Hmd1lWYe/fuAYDG35Z8Xl5e+PPPPzXK8seGv8jGxkZjSMpHH32En376CV27dkWVKlXQqVMn9O/fX/QHgdatW6Nt27ZYvnx5oUn762KvXbs2Dh8+XGBy66vevxcTfACwsrICALi4uBRa/uL1JiUlISQkBDt27MCjR4809k9OTn7l9b3Jy20jn9j3zNDQUOPDLZA3x8XZ2VnjQ9PLbt26BUEQ4OnpWeh2IyOjN14DEZUPRV/T7i2Wnp6OBg0aYMSIEejTp4/e6zt+/DjGjx+PRo0aITc3F7NmzUKnTp1w9epV9X9kU6dOxYEDB7Br1y5YWVlhwoQJ6NOnj6hxtUQVTePGjdWr/fTu3RstW7bEoEGDcOPGDfWyij/++CMCAwPRu3dvzJgxAw4ODuqx1a/7JlMXzM3N0aRJE+zbt0+duL7qG9KXJ9mWhPxvRF7HwcEBUVFROHz4MA4ePIiDBw8iNDQUw4YNw+bNm0XVN2/ePLRp0wZff/01rK2tixj1/7zYS/+iV13Xq8qFF8by9+/fH6dOncKMGTPg4+OjXrq1S5cuGnMDSotcLoeBgai1OgDkfeslkUhw8ODBQl+Hl5chJaLyS6vkf+nSpZg0aZJWazSfPXsWT548Qffu3YsdnL507doVXbt2feX27OxszJ49G9u3b8fz589Rr149LFu2TP21sFiHDh3SeB4WFgYHBwecP38erVu3RnJyMjZt2oRt27ahXbt2AIDQ0FDUrl0bZ86cUX/lTESvlp/Qt23bFuvXr0dwcDAAYPfu3ahevTr27t2rkXgXNkRCH3JzcwEAaWlpMDMzU09GfnmCZX4P8Ite9UHhVeWurq4AgBs3bqj/luS7ceOGertYMpkMPXv2RM+ePaFSqfDRRx/h66+/xqeffooaNWpofR5/f3/1xOu5c+e+MvaXXb9+HXZ2dnpf0vLZs2c4evQoQkJCNOK7deuW3urUxXvm4eGBw4cPIykp6ZW9/x4eHhAEAe7u7qhZs2bxAyeit5ZW3QdXr16Fq6srPvroIxw8eBCPHz9Wb8vNzcXly5fx1VdfoXnz5hgwYAAsLCz0FnBJmDBhAk6fPo0dO3bg8uXL6NevH7p06aKz/wDyvzrO/yN9/vx5KBQKjfHLXl5eqFatGk6fPq2TOokqgjZt2qBx48ZYs2YNsrKyAPyvt/fF3t2zZ8+WyL+tpKQknDp1Ck5OTnBwcACQl4QBecMP8ymVSo0VdvKZmZkVOtQkPwl++QOEn58fHBwcsHHjRmRnZ6vLDx48iGvXrhWpU+blJS4NDAxQv359ANCoQ1vz589HYmJigeutXLkyfHx8sHnzZo3rio6OxpEjR0pkSenC2gqAQu+yrCu6eM/69u0LQRAKzA0A/nctffr0gVQqRUhISIHrEwRB70uZElHZoVXP/5YtW3Dp0iWsX78egwYNQkpKCqRSKeRyOTIyMgAAvr6+GDVqFAIDA4t9o5zSFBcXh9DQUMTFxcHZ2RkAMH36dBw6dAihoaFYvHhxsc6vUqkwZcoUtGjRAvXq1QMAJCYmQiaTFfga3NHREYmJicWqj6iimTFjBvr164ewsDCMGzcOPXr0wN69e/Hee++he/fuiImJwcaNG1GnTh2kpaXptO7du3fD3NwcgiDgwYMH2LRpE549e4aNGzeqe+vr1q2Lpk2b4pNPPlH31O7YsUP9DcGLGjZsiJ07dyIoKAiNGjWCubk5evbsCQ8PD1hbW2Pjxo2wsLCAmZkZmjRpAnd3dyxbtgzDhw+Hv78/Bg4ciIcPH2Lt2rVwc3MrdKLtm4waNQpJSUlo164dqlatinv37uGLL76Aj48PateuLfp8/v7+8Pf3x/HjxwtsW7FiBbp27YpmzZph5MiRyMzMxBdffAErKyud3n/hVSwtLdG6dWssX74cCoUCVapUwZEjRxATE6O3Oo2MjIr9nrVt2xZDhw7FunXrcOvWLfUQpT/++ANt27bFhAkT4OHhgUWLFuGTTz5BbGwsevfuDQsLC8TExODnn3/GmDFjMH36dL1dJxGVIWKXB1IqlcLFixeFX375Rdi+fbsQHh4uPH78WGfLD5U0AMLPP/+sfp6/vJqZmZnGw9DQUOjfv78gCIJw7dq1Qpdue/Hx8ccfF1rfuHHjBFdXV42lCLdu3SrIZLIC+zZq1EiYOXOmbi+YqBwobJnIfEqlUvDw8BA8PDyE3NxcQaVSCYsXLxZcXV0FuVwu+Pr6Cvv37xcCAgIKLKMJHS71aWZmJjRr1kz46aefCux/584doUOHDoJcLhccHR2FWbNmCeHh4QWWnUxLSxMGDRokWFtbaywPKQiCsG/fPqFOnTqCoaFhgWU/d+7cKfj6+gpyuVywtbUVBg8eLPz7778aMQQEBAhmZmavvJZ8u3fvFjp16iQ4ODgIMplMqFatmjB27FghISHhta+JIGgu9fmi/GVNC3sPf//9d6FFixaCiYmJYGlpKfTs2VO4evVqoTEW9n+Pq6ur0L17d61iiYmJEQAIK1asUJf9+++/wnvvvSdYW1sLVlZWQr9+/YQHDx4Uu2286f/J4rxngpC3pO2KFSsELy8vQSaTCfb29kLXrl2F8+fPa+y3Z88eoWXLlur/27y8vITx48cLN27ceG18RFR+SAShGHctKQckEonGaj87d+7E4MGD8c8//xSYFGVubg4nJyfk5OTg7t27rz1vpUqVCqyiMWHCBOzbtw8nTpzQWKXi2LFjaN++PZ49e6bR++/q6oopU6YUqbeOiIiIiOhlFXK1n9fx9fWFUqnEo0ePXrmes0wmg5eXl9bnFAQBEydOxM8//4zIyMgCy9M1bNgQRkZGOHr0qPpujTdu3EBcXJzGWtVERERERMVRIZP/tLQ03L59W/08JiYGUVFRsLW1Rc2aNTF48GAMGzYMq1atgq+vLx4/foyjR4+ifv36RZowN378eGzbtg379u2DhYWFehy/lZUVTExMYGVlhZEjRyIoKAi2trawtLTExIkT0axZM670Q0REREQ6UyGH/URGRqJt27YFygMCAhAWFgaFQoFFixZhy5YtuH//Puzs7NC0aVOEhITA29tbdH2vWpYvNDQUgYGBAP53k6/t27dr3OTLyclJdH1ERERERIWpkMk/EREREVFFJP42gf+5ffs2Dh8+jMzMTAAF10UmIiIiIqKyRXTy//TpU3To0AE1a9ZEt27dkJCQAAAYOXIkpk2bpvMAiYiIiIhIN0RP+J06dSoMDQ0RFxencYOXAQMGICgoCKtWrdJpgLqkUqnw4MEDWFhYvHIcPhERERHR20QQBKSmpsLZ2RkGBq/v2xed/B85cgSHDx9G1apVNco9PT1x7949sacrUQ8ePICLi0tph0FEREREpHPx8fEFcvSXiU7+09PTYWpqWqA8KSkJcrlc7OlKlIWFBYC8pT1tbW1LORoqDQqFAkeOHEGnTp1gZGRU2uFQKWAbILYBYhug8tYGUlJS4OLios51X0d08t+qVSts2bIFCxcuBJC3jKVKpcLy5csLXT6zLMkf6mNhYQFLS8tSjoZKg0KhgKmpKSwtLcvFP3YSj22A2AaIbYDKaxvQZli76OR/+fLlaN++Pc6dO4ecnBzMnDkT//zzD5KSknDy5MkiBUpERERERPonerWfevXq4ebNm2jZsiXeffddpKeno0+fPrh48SI8PDz0ESMREREREemA6J5/ALCyssLs2bN1HQsREREREemR6J7/0NBQ7Nq1q0D5rl27sHnzZp0ERUREREREeVKzFMjMUerkXKKT/yVLlsDOzq5AuYODAxYvXqyToIiIiIiIKM9XkXfQYtkx7L3wb7HPJXrYT1xcHNzd3QuUu7q6Ii4urtgBERERERFRnpQsBX48fQ+p2bmwMC7+ykSie/4dHBxw+fLlAuWXLl1CpUqVih0QERERERHl2XomDqnZufB0MEd7L4din0908j9w4EBMmjQJERERUCqVUCqVOHbsGCZPnowPPvig2AERERERERGQpVBi058xAIBx/h4wMHjzOv5vInrYz8KFCxEbG4v27dvD0DDvcJVKhWHDhnHMPxERERGRjuy9cB9P0rLhbGWMXj7OOjmnqORfEAQkJiYiLCwMixYtQlRUFExMTODt7Q1XV1edBEREREREVNEpVQK+PnEHADCqVXUYSUUP2CmU6OS/Ro0a+Oeff+Dp6QlPT0+dBEFERERERP9zMDoB955mwNrUCB80dtHZeUV9hDAwMICnpyeePn2qswCIiIiIiOh/BEHAhsi8Xv/A5m4wlRXpvryFEv39wdKlSzFjxgxER0frLAgiIiIiIsrzx60n+OdBCkyMpAho5qbTc4v+GDFs2DBkZGSgQYMGkMlkMDEx0dielJSks+CIiIiIiCqa/F7/gY2rwcZMptNzi07+16xZo9MAiIiIiIgoz8W4Zzh99ykMDSQY1argjXWLS3TyHxAQoPMgiIiIiIgI2Hg8r9f/XZ8qcLY2ecPe4hVp9oBSqcQvv/yCa9euAQDq1q2LXr16QSqV6jQ4IiIiIqKK4vajNBy5+hAAMM6/ul7qEJ383759G926dcP9+/dRq1YtAMCSJUvg4uKCAwcOwMPDQ+dBEhERERGVd9+cuANBADrWcYSno4Ve6hC92s+kSZPg4eGB+Ph4XLhwARcuXEBcXBzc3d0xadIkfcRIRERERFSuJSRn4ueL9wEAH7bRX2e66J7/48eP48yZM7C1tVWXVapUCUuXLkWLFi10GhwRERERUUWw6Y8YKJQCmrjb4p1qNnqrR3TPv1wuR2pqaoHytLQ0yGS6XYqoMF9++SXc3NxgbGyMJk2a4K+//tJ7nUREREREoqiUwLnvgX9+fuOuzzNysO2vOAD67fUHipD89+jRA2PGjMHZs2chCAIEQcCZM2cwbtw49OrVSx8xqu3cuRNBQUGYN28eLly4gAYNGqBz58549OiRXuslIiIiItJaRhKUP/YD9k+FsHskkPn8tbtvOX0PGTlK1K5sCf+a9noNTfSwn3Xr1iEgIADNmjWDkZERACA3Nxe9evXC2rVrdR7gi1avXo3Ro0dj+PDhAICNGzfiwIED+P777xEcHKz1eW78dQSWlub6CpPKMJVShazEa7h2GjCQiv7sS+UA2wCxDRDbQEUh+e+HpMAWpVKJjMQb+OeMFAZSw//2kQAQYKDKgaEqB1JlNqSqbBgocyCzqQJH365vXNlSqRJw5dwJuISPRSVFQl71ghI//7oH7/YbAQODgrFk5OQi9GQMgLwVfiSFxKtLopN/a2tr7Nu3D7du3cL169cBALVr10aNGjV0HtyLcnJycP78eXzyySfqMgMDA3To0AGnT58u9Jjs7GxkZ2ern6ekpAAA6p0YC0u5fl9YKrvqA0BCaUdBpYltgNgGiG2AGgCi2sDN/3PBPstBeO7WBbWdbVCnsgVqOphDZmiA6Acp+L/LicCl7fg492sYSxS4p3JAooEjmuAKHl05iuFp9bDyfW9YmxppnHf72Tg8y1Cgqo0JOnnZQaFQiL4WMcdonfzPnTsXwcHBMDU1BQDY2dmhZ8+eooMrqidPnkCpVMLR0VGj3NHRUf0h5GVLlixBSEhIgfIYVIYFeE8CIiIioredgIIduhIIGj8Lbv/fkRIIMIAAQAAgQTaMkAMj9c8cwRANcBM1JfGYkboMty/9gC/O98Y8VTMIMIC5EZCpUGKu4RYMNfwdkAAXDRvgZNVxaKqKAuKuoKnBNSy59QRdVh/DiFpKVDXLi0OpAr6MkgKQoJl1Go4cPlSk1yAjI0PrfSWCIBT+qrxEKpUiISEBDg4OAABLS0tERUWhenX93IDgZQ8ePECVKlVw6tQpNGvWTF0+c+ZMHD9+HGfPni1wTGE9/y4uLkhISEClSpVKJG4qWxQKBcLDw9GxY0f1sDWqWNgGiG2A2AZIbBtQZjxH6omvYHX5W8gUeQvfxMEJ6xTv4oyqDtbL1sNHcgsCJFC0mA6J/wxAYgAk/wuj9T4QJFJ0lv+Am88BuaEBFvaqg/d8nbEv6gGm74lGJTMZIqe1grFR0TqnU1JSYGdnh+TkZFhaWr52X617/l/+jKDlZwadsbOzg1QqxcOHDzXKHz58CCcnp0KPkcvlkMvlBcqNjIz4j72CYxsgtgFiGyC2AdK2DRhZ2cO45zyg41Tg72+BU+tRLTMRK42+/t9OxlaQ9PkOspqd/ldm5w5YV4PkeRx+7mmICX/ZIOLGY8zcG40rD1LxV0wSAGBES3dYmBoX6zq09dbMcpHJZGjYsCGOHj2qLlOpVDh69KjGNwFERERERHphbAm0mgZMuQJ0XAiY/bcyj6M3MCYSeDHxz+faEgBglnAGmwIaYUoHT0gkwA9n7uHGw1SYyw0xpKlriV2C1j3/EokEqampMDY2hiAIkEgkSEtLU0+izfemrxqKIygoCAEBAfDz80Pjxo2xZs0apKenq1f/ISIiIiLSO7k50GIS0GgU8O9fgEsTwMik8H3dWgCXtgH3TsLAQIIpHWqiQVVrTN5xESlZuRjctBqsTEruGyhRw35q1qyp8dzX11fjuUQigVKp1G2ELxgwYAAeP36MuXPnIjExET4+Pjh06FCBScBERERERHonMwWqt3n9Pq7N837evwDkZAAyU7T1csBvk1vhzN0k9GrgrPcwX6R18h8REaHPOLQ2YcIETJgwobTDICIiIiJ6Mxt3wMIZSH0A/Ps3UN0fAFDVxhTvNzQt8XC0Tv79/f31GQcRERERUfkjkeQN/bmyC7h3Up38l5a3ZsIvEREREdFbybVF3s/Yk6UbB5j8ExERERHpl1veij/4929AkVWqoTD5JyIiIiLSp0o1ADMHQJkNPLhQqqEw+SciIiIi0ieJ5H+r/pTy0B8m/0RERERE+pY/9Ofen6Uahlar/fTp00frE+7du7fIwRARERERlUv5k37j/wKUCkBacjf2epFWyb+VlZW+4yAiIiIiKr/svQATWyAzCXgQBbg0KpUwtEr+Q0ND9R0HEREREVH5ZWCQN+7/+v68oT+llPxzzD8RERERUUkoA+v9a32H3xft3r0bP/30E+Li4pCTk6Ox7cKF0l2+iIiIiIioTHL7L/mPOwMocwFpkVLxYhHd879u3ToMHz4cjo6OuHjxIho3boxKlSrh7t276Nq1qz5iJCIiIiJ6+znWA+RWQE4q8PBKqYQgOvn/6quv8M033+CLL76ATCbDzJkzER4ejkmTJiE5OVkfMRIRERERvf0MpIBrs7zfS2noj+jkPy4uDs2b592kwMTEBKmpqQCAoUOHYvv27bqNjoiIiIioPMkf93/vLUn+nZyckJSUBACoVq0azpw5AwCIiYmBIAi6jY6IiIiIqDxRJ/+nAJWqxKsXnfy3a9cOv/76KwBg+PDhmDp1Kjp27IgBAwbgvffe03mARERERETlRuUGgMwcyHoOPPqnxKsXPcX4m2++geq/Tynjx49HpUqVcOrUKfTq1Qtjx47VeYBEREREROWG1BBwaQLcOZrX++/kXaLVi07+DQwMYGDwvy8MPvjgA3zwwQc6DYqIiIiIqNxya5GX/Mf+CTQp2c7zIi0umpWVhcuXL+PRo0fqbwHy9erVSyeBERERERGVS64t837eOwUIAiCRlFjVopP/Q4cOYdiwYXjy5EmBbRKJBEqlUieBERERERGVS86+gKEJkPEEeHwDcPAqsapFT/idOHEi+vXrh4SEBKhUKo0HE38iIiIiojcwlAEujfJ+jztdolWLTv4fPnyIoKAgODo66iMeIiIiIqLyz65W3s/k+BKtVnTy//777yMyMlIPoRARERERVRDm/3Wkpz0q0WpFj/lfv349+vXrhz/++APe3t4wMjLS2D5p0iSdBUdEREREVC6Z2+f9TH9cotWKTv63b9+OI0eOwNjYGJGRkZC8MDtZIpEw+SciIiIiehMzh7yfZb3nf/bs2QgJCUFwcLDGev9ERERERKQl8/+S/xLu+Redvefk5GDAgAFM/ImIiIiIisrsv2E/aY/y1vovIaIz+ICAAOzcuVMfsRARERERVQz5Pf/KbCA7pcSqFT3sR6lUYvny5Th8+DDq169fYMLv6tWrdRYcEREREVG5ZGQCyCyAnFQg7TFgbFUi1YpO/q9cuQJfX18AQHR0tMY2SQnempiIiIiI6K1mbg8kpQLpjwC7GiVSpajkX6lUIiQkBN7e3rCxsdFXTERERERE5Z+ZA5B0t0RX/BE15l8qlaJTp054/vy5nsIhIiIiIqogSmGtf9ETfuvVq4e7d+/qIxYiIiIiooqjFNb6F538L1q0CNOnT8f+/fuRkJCAlJQUjQcREREREWlBvdZ/ySX/oif8duvWDQDQq1cvjQm+giBAIpFAqVTqLjoiIiIiovJKvdZ/yQ37EZ38R0RE6CMOIiIiIqKK5W3o+ff399dHHEREREREFUspjPkXnfwDwPPnz7Fp0yZcu3YNAFC3bl2MGDECVlYlc3MCIiIiIqK33tuw2s+5c+fg4eGBzz//HElJSUhKSsLq1avh4eGBCxcu6CNGIiIiIqLyJ7/nX5EBZKeVSJWie/6nTp2KXr164dtvv4WhYd7hubm5GDVqFKZMmYITJ07oPEgiIiIionJHbg4YmeYl/+mP8p7rWZF6/j/++GN14g8AhoaGmDlzJs6dO6fT4IiIiIiIyjX1ij8lM+5fdPJvaWmJuLi4AuXx8fGwsLDQSVBERERERBWCeclO+hWd/A8YMAAjR47Ezp07ER8fj/j4eOzYsQOjRo3CwIED9REjEREREVH5ZO6Y97OElvsUPeZ/5cqVkEgkGDZsGHJzcwEARkZG+PDDD7F06VKdB0hEREREVG6V8I2+RPf8y2QyrF27Fs+ePUNUVBSioqKQlJSEzz//HHK5XB8xIjY2FiNHjoS7uztMTEzg4eGBefPmIScnRy/1ERERERGViBK+0VeR1vkHAFNTU3h7e+sylle6fv06VCoVvv76a9SoUQPR0dEYPXo00tPTsXLlyhKJgYiIiIhI50p4wq/Wyf+IESPeuI9EIsGmTZuKFVBhunTpgi5duqifV69eHTdu3MCGDRuY/BMRERHR20vd818yw360Tv6fPXv2ym1KpRK///47srOz9ZL8FyY5ORm2trav3Sc7OxvZ2dnq5ykpKQAAhUIBhUKh1/iobMp/3/n+V1xsA8Q2QGwDVJbagMTYFoYAhLRHyC1iPGKuQyIIglCkWv6zb98+zJo1Cw8ePMDHH3+M4ODg4pxOK7dv30bDhg2xcuVKjB49+pX7zZ8/HyEhIQXKt23bBlNTU32GSERERET0RmZZiehwbSZyDYxxoME3RTpHRkYGBg0ahOTkZFhaWr523yIn/ydPnkRwcDAuXLiACRMmIDg4GDY2NqLOERwcjGXLlr12n2vXrsHLy0v9/P79+/D390ebNm3w3XffvfbYwnr+XVxckJCQgEqVKomKlcoHhUKB8PBwdOzYEUZGRqUdDpUCtgFiGyC2ASpTbSA7FUYr3fPimhmXd8dfkVJSUmBnZ6dV8i96wu/Vq1fx8ccf49ChQxg2bBi2b9+OqlWrig4SAKZNm4bAwMDX7lO9enX17w8ePEDbtm3RvHlzfPPNmz8ZyeXyQlcgMjIyKv03mkoV2wCxDRDbALENUJloA4Y2gKExkJsFo+xngKmV6FOIuQatk//4+HjMnTsXP/74I3r06IHLly+jdu3aooN7kb29Pezt7bXa9/79+2jbti0aNmyI0NBQGBiIXqWUiIiIiKhskUgAMwcgOS5vrX8bN71Wp3XyX6tWLUgkEgQFBaFFixa4desWbt26VWC/Xr166TRAIC/xb9OmDVxdXbFy5Uo8fvy/2dBOTk46r4+IiIiIqMSY2+cl/yWw1r/WyX9WVhYAYMWKFVixYkWh+0gkEiiVSt1E9oLw8HDcvn0bt2/fLjDEqJjzlYmIiIiISpfZf8t9lsBa/1qPnVGpVG986CPxB4DAwEAIglDog4iIiIjorWb+3zD4EljrnwPniYiIiIhKU1ns+SciIiIiIj1Q3+WXyT8RERERUflm9t+wnzQO+yEiIiIiKt/Y809EREREVEGU4Jh/0Xf4zZeTk4NHjx5BpVJplFerVq3YQRERERERVRj5q/1kpwCKLMDIWG9ViU7+b926hREjRuDUqVMa5YIg6G2dfyIiIiKicsvYGpDKAGVO3tAfa/11potO/gMDA2FoaIj9+/ejcuXKkEgk+oiLiIiIiKhikEjyhv6k/Js36bcsJf9RUVE4f/48vLy89BEPEREREVHFY26fl/zredKv6Am/derUwZMnT/QRCxERERFRxVRCk35FJ//Lli3DzJkzERkZiadPnyIlJUXjQUREREREIuVP+tVzz7/oYT8dOnQAALRv316jnBN+iYiIiIiKSN3zr98bfYlO/iMiIvQRBxERERFRxVVCN/oSnfz7+/vrIw4iIiIioorL7L9hP2Wt5x8Anj9/jk2bNuHatWsAgLp162LEiBGwsrLSaXBERERERBVCCfX8i57we+7cOXh4eODzzz9HUlISkpKSsHr1anh4eODChQv6iJGIiIiIqHwrodV+RPf8T506Fb169cK3334LQ8O8w3NzczFq1ChMmTIFJ06c0HmQRERERETlWn7Pf9ZzIDcHMJTppRrRyf+5c+c0En8AMDQ0xMyZM+Hn56fT4IiIiIiIKgRja8DAEFDlAumPAasqeqlG9LAfS0tLxMXFFSiPj4+HhYWFToIiIiIiIqpQDAz+N+lXj+P+RSf/AwYMwMiRI7Fz507Ex8cjPj4eO3bswKhRozBw4EB9xEhEREREVP6VwIo/oof9rFy5EhKJBMOGDUNubi4AwMjICB9++CGWLl2q8wCJiIiIiCqEEljxR3TyL5PJsHbtWixZsgR37twBAHh4eMDU1FTnwRERERERVRglsOKP6GE/I0aMQGpqKkxNTeHt7Q1vb2+YmpoiPT0dI0aM0EeMRERERETln3n+mH/9DfsRnfxv3rwZmZmZBcozMzOxZcsWnQRFRERERFThqHv+H+qtCq2H/aSkpEAQBAiCgNTUVBgbG6u3KZVK/Pbbb3BwcNBLkERERERE5Z65/of9aJ38W1tbQyKRQCKRoGbNmgW2SyQShISE6DQ4IiIiIqIKw0z/w360Tv4jIiIgCALatWuHPXv2wNbWVr1NJpPB1dUVzs7OegmSiIiIiKjcM3fM+1kWev79/f0BADExMahWrRokEkmBfeLi4lCtWjXdRUdEREREVFHkD/vJTAKUCkBqpPMqRE/4rV69Oh4/LvhVxNOnT+Hu7q6ToIiIiIiIKhwTW0Aizfs9/YleqhCd/AuCUGh5WlqaxiRgIiIiIiISwcAAMLPL+11PN/rSethPUFAQgLyJvXPnztW4qZdSqcTZs2fh4+Oj8wCJiIiIiCoMM4e8pT7T9DPpV+vk/+LFiwDyev6vXLkCmUym3iaTydCgQQNMnz5d9xESEREREVUU5vbAQ5R+z39ERAQAYPjw4Vi7di0sLS31EhARERERUYVlpt+1/rVO/vOFhobqIw4iIiIiIjLX71r/opP/du3avXb7sWPHihwMEREREVGFVtZ6/hs0aKDxXKFQICoqCtHR0QgICNBZYEREREREFU7+Wv+lPeY/3+eff15o+fz585GWllbsgIiIiIiIKiyz/4b96Gm1H9Hr/L/KkCFD8P333+vqdEREREREFY+ee/51lvyfPn2aN/kiIiIiIiqO/DH/GU8BlVLnpxc97KdPnz4azwVBQEJCAs6dO4dPP/1UZ4EREREREVU4ppUASABBlfcBIP+bAB0RnfxbWVlpPDcwMECtWrWwYMECdOrUSWeBERERERFVOFLDvA8AGU/yVvwp7eSf6/wTEREREemRuUNe8q+Hcf+ik/+X3b17F5mZmahduzYMDHQ2haDUCIKA3NxcKJW6H2NFpU+hUMDQ0BBZWVlv9XsslUphaGgIiURS2qEQERGRrqlX/CnF5F+hUGDRokW4cOECmjZtiuDgYAwZMgQ//fQTAKBWrVr47bff4ObmpvMgS0pOTg4SEhKQkZFR2qGQngiCACcnJ8THx7/1ibOpqSkqV64MmUxW2qEQERGRLpnr70ZfWif/wcHB+OGHH/Duu+/i+++/x19//YUbN25g27ZtMDAwwMKFCzF79mxs3bpV50G+KDs7G02aNMGlS5dw8eJF+Pj46OS8KpUKMTExkEqlcHZ2hkwme+uTQypIpVIhLS0N5ubmb+03VYIgICcnB48fP0ZMTAw8PT3f2mshIiKiQpjpb7lPrZP/3bt3IywsDN26dcPNmzfh5eWFAwcOoGvXrgAABwcHDB48WOcBvmzmzJlwdnbGpUuXdHrenJwcqFQquLi4wNTUVKfnprJDpVIhJycHxsbGb3XCbGJiAiMjI9y7d099PURERFROmOvvRl9aZz8PHjxAgwYNAAA1a9aEXC5HjRo11Ntr1qyJxMREnQf4ooMHD+LIkSNYuXKl3up4mxNCqljYVomIiMopc8e8n6XZ869UKmFkZPS/Aw0NIZVK1c8NDAwgCIJuo3vBw4cPMXr0aPzyyy9a98xnZ2cjOztb/TwlJQVA3vwFhUKhsa9CoYAgCFCpVFCpVLoLnMqU/Daa/16/zVQqFQRBgEKh0Pi3SK+X/2//5b8BVHGwDRDbAJX1NiAxtoUhACH1EXK1iFHMdYha7efw4cPqdf5VKhWOHj2K6OhoAMDz58/FnEoUQRAQGBiIcePGwc/PD7GxsVodt2TJEoSEhBQoj4iIKPABwtDQEE5OTkhLS0NOTo4uwqYyLDU1tbRDKLacnBxkZmbixIkTyM3NLe1w3jrh4eGlHQKVMrYBYhugstoGrDJi0QZAdlI8Dv/22xv3F7NYjUTQsrtemyEGEolE1PKJwcHBWLZs2Wv3uXbtGo4cOYKffvoJx48fh1QqRWxsLNzd3d844bewnn8XFxckJCSgUqVKGvtmZWUhPj4ebm5uHD/9FomMjET79u3x9OlTWFtbIywsDEFBQUhKSip0f0EQkJqaCgsLi7d+QndWVhZiY2Ph4uLCNiuCQqFAeHg4OnbsqPFtJlUcbAPENkBlvg2kJsBonTcEiRS5nyQAktfn4SkpKbCzs0NycjIsLS1fu6/WPf/6GCIxbdo0BAYGvnaf6tWr49ixYzh9+jTkcrnGNj8/PwwePBibN28u9Fi5XF7gGAAwMjIq8EYrlUpIJBIYGBi8VWOp27RpAx8fH6xZs0ajPCwsDFOmTNHrNzLFkf8BLp+NjQ28vb2xaNEitGrVSuvztGzZEgkJCbCxsVG/f8CrP6yqVCrY2Nion+ev7vT+++9jyZIlhbaXVynstY+MjETbtm3x7NkzWFtba32uojAwMIBEIim0PdOb8XUjtgFiG6Ay2wasKgMAJIISRopUwMzutbuLuYZi3+SrOOzt7WFvb//G/datW4dFixapnz948ACdO3fGzp070aRJE32GSMX04oeqwvz++++oW7cunjx5gs8++ww9evTAzZs34ejoqNX5ZTIZnJycRMe1adMmdOvWDQqFApcuXcLw4cNhZmaGhQsXij4XERERkU5JjQATWyAzKW+t/zck/2K8FV3c1apVQ7169dSPmjVrAgA8PDxQtWpVvdQpCAIycnJL5aGPidOBgYHo3bs3QkJCYG9vD0tLS4wbN05jfkObNm0wYcIETJgwAVZWVrCzs8Onn36qEU92djamT5+OKlWqwMzMDE2aNEFkZKR6e1hYGKytrfHrr7+iTp06kMvliIuLe2VclSpVgpOTE+rVq4dZs2YhJSUFZ8+eVW//4Ycf4OfnBwsLCzg5OWHQoEF49Oh/M98jIyMhkUhEf8NhbW0NJycnuLi4oEePHnj33Xdx4cKFAq/Xi6ZMmYI2bdqotx8/fhxr166FRCKBRCJBbGws2rZtCwDqbyLyv9nKzs7GpEmT4ODgAGNjY7Rs2RJ///13ges4evQo/Pz8YGpqiubNm+PGjRuirouIiIjKCXP9rPVfqj3/ZVmmQok6cw+XSt1XF3SGqUz3b83Ro0dhbGyMyMhIxMbGYvjw4ahUqRI+++wz9T6bN2/GyJEj8ddff+HcuXMYM2YMqlWrhtGjRwMAJkyYgKtXr2LHjh1wdnbGzz//jC5duuDKlSvw9PQEkDfpZNmyZfjuu+9QqVIlODg4vDG2zMxMbNmyBQA07lirUCiwcOFC1KpVC48ePUJQUBACAwPxmxaTX7R18+ZNHDt27I1D0F60du1a3Lx5E/Xq1cOCBQsA5H2TtWfPHvTt2xc3btyApaUlTExMAOTdn2LPnj3YvHkzXF1dsXz5cnTu3Bm3b9+Gra2t+ryzZ8/GqlWrYG9vj3HjxmHEiBE4efKkzq6ViIiI3hJm9sDj6zpf6/+tTP7d3Nz0uqxoeSWTyfD999/D1NQUdevWxYIFCzBjxgwsXLhQPSzHxcUFn3/+OSQSCWrVqoUrV67g888/x+jRoxEXF4fQ0FDExcXB2dkZADB9+nQcOnQIoaGhWLx4MYC8hP2rr75S3xfidZo3bw4DAwNkZGRAEAQ0bNgQ7du3V28fMWKE+vfq1atj3bp1aNSokfouvUU1ePBgSKVS5ObmIjs7Gz169MAnn3yi9fFWVlaQyWQwNTXVGHaUn8g7ODiox/ynp6djw4YNCAsLU98U79tvv0V4eDg2bdqEGTNmqI//7LPP4O/vDyBvQnz37t2RlZXFCb1EREQVDXv+S5aJkRRXF3Qutbr1oUGDBhpLnDZr1gxpaWmIj4+Hq6srAKBp06Yaq+A0a9YMq1atglKpxJUrV6BUKtXDrvJlZ2drrJ4kk8lQv359rWLauXMnvLy8EB0djZkzZyIsLExj0sr58+cxf/58XLp0Cc+ePVNPPI+Li0OdOnXEvwj/WbVqFTp16gSlUonbt28jKCgIQ4cOxY4dO4p8zle5c+cOFAoFWrRooS4zMjJC48aNce3aNY19X3zdKlfOm+zz6NEjVKtWTedxERERURlm9l/yn8bkv0RIJBK9DL3RNUtLSyQnJxcof/78ufqeDLqSlpYGqVSK8+fPF7ip1Iu98CYmJlovo+ni4gJPT094enoiNzcX7733HqKjoyGXy5Geno7OnTujc+fO2Lp1K+zt7REXF4fOnTsX+14MTk5O6jtU16pVC6mpqRg4cCAWLVqEGjVqFHrTupK4EciLH3zyX8O3/WZkREREVATm/y2Kk67bYT9aTfi1sbGBra2tVg8qWbVq1dKYqJrvwoULBXroL126hMzMTPXzM2fOwNzcHC4uLuqyFyfb5u/j6ekJqVQKX19fKJVKPHr0CDVq1NB4FGXFnZe9//77MDQ0xFdffQUAuH79Op4+fYqlS5eiVatW8PLy0pjsq0v5H2byXx97e3skJCRo7BMVFaXxXCaTFbivRf58hRfLPTw8IJPJNMbuKxQK/P3338X69oKIiIjKsdLs+X95DXkqOz788EOsX78ekyZNwqhRoyCXy3HgwAFs374d//d//6exb05ODkaOHIk5c+YgNjYW8+bNw4QJEzSW4YyLi0NQUBDGjh2LCxcu4IsvvsCqVasAADVr1sTgwYMxbNgwrFq1Cr6+vnj8+DGOHj2K+vXro3v37sW6FolEgkmTJmH+/PkYO3YsqlWrBplMhi+++ALjxo1DdHS0zpbifP78ORITE6FSqXDr1i0sWLAANWvWRO3atQEA7dq1w4oVK7BlyxY0a9YMP/74I6Kjo+Hr66s+h5ubG86ePYvY2FiYm5vD1tYWrq6ukEgk2L9/P7p16wYTExOYm5vjww8/xIwZM2Bra4tq1aph+fLlyMjIwMiRI3VyPURERFTOlOaY/4CAAJ1WSrpTvXp1nDhxArNnz0aHDh2Qk5MDLy8v7Nq1C126dNHYt3379vD09ETr1q2RnZ2NgQMHYv78+Rr7DBs2DJmZmWjcuDGkUikmT56MMWPGqLeHhoZi0aJFmDZtGu7fvw87Ozs0bdoUPXr00Mn1BAQEYPbs2Vi/fr16DsCsWbOwbt06vPPOO1i5ciV69epV7Hryk26JRAInJye0bt0aixcvhqFh3j+Jzp0749NPP8XMmTORlZWFESNGYNiwYbhy5Yr6HNOnT0dAQADq1KmDzMxMxMTEwM3NDSEhIQgODsbw4cMxbNgwhIWFYenSpVCpVBg6dChSU1Ph5+eHw4cPa9xwjIiIiEjN7L9hPzpe7UciaLFsTkpKivpWwSkpKa/d9023FC5NKSkpsLKywpMnTzQmqAJAVlYWYmJi4O7uXi5XVgkMDMTz58/xyy+/vHKfV90tuDxRqVTq9vw23cm5MOW9zeqLQqHAb7/9hm7dupXNuzqS3rENENsAvRVtIPlf4PO6gIERMOcR8Jq8JT/HTU5OfmMurlXPv42NDRISEtTLFxY2mVMQBEgkkgJjoImIiIiISKT8nn+VAsh6DpjqZm6tVsn/sWPH1JN5IyIidFIxERERERG9gqEcMLYCspLzJv2WZPKff9Ohl3+nt0dYWNgb94mMjNR7HERERESkJTOHvOQ//REAL52cssgL2WdkZCAuLq7Aeuva3tyJiIiIiIhew9wBeHpLp8t9ik7+Hz9+jOHDh+PgwYOFbueYfyIiIiIiHVAv96m7FX9EL3cyZcoUPH/+HGfPnoWJiQkOHTqEzZs3w9PTE7/++qvOAiMiIiIiqtD0cKMv0T3/x44dw759++Dn5wcDAwO4urqiY8eOsLS0xJIlS4p9oyciIiIiIgJg/t+KPzq80Zfonv/09HQ4OOR9CrGxscHjx3lfQ3h7e+PChQs6C4yIiIiIqEJT9/yX4rCfWrVq4caNGwCABg0a4Ouvv8b9+/exceNGVK5cWWeBERERERFVaOox/6XY8z958mQkJCQAAObNm4eDBw+iWrVqWLduHRYvXqyzwIi00aZNG0yZMkX93M3NrVzfoZiIiIgqkLLQ8z9kyBAEBgYCABo2bIh79+7h77//Rnx8PAYMGKCzwEg7gYGB6N27d2mHIVpgYCAkEgkkEgmMjIzg7u6OmTNnIisrS9R59u7di4ULF2q9f0hICGxsbCCVSiGRSGBlZYVWrVrh+PHjouqNjIyERCLB8+fPNcpf/jBCREREVGQvjvkXBJ2cUnTy/zJTU1O88847MDc3x8qVK3URE5UjL98H4kVdunRBQkIC7t69i88//xxff/015s2bJ+r8tra2sLCwEHWMl5cX7t+/j4SEBJw+fRqenp7o0aMHkpOTRZ2HiIiISK/ye/6VOXk3+9IBUcn/48ePsX//fhw5ckS9nr9CocDatWvh5uaGpUuX6iSoMkEQgJz00nno6JMdABw/fhyNGzeGXC5H5cqVERwcjNzcXADA/v37YW1trX4vo6KiIJFIEBwcrD5+1KhRGDJkiPr5n3/+iVatWsHExAQuLi6YNGkS0tPT1dvd3NywcOFCDBs2DJaWlhgzZswrY5PL5XBycoKLiwt69+6NDh06IDw8XL396dOnGDhwIKpUqQJTU1N4e3tj+/btGucoSk+7oaEhnJyc4OTkhDp16mDBggVIS0vDzZs3AQCxsbGQSCSIiopSH/P8+XNIJBJERkYiNjYWbdu2BZA36V0ikSAwMBCBgYE4fvw41q5dq/5WIzY2FsDr34f865g0aRJmzpwJW1tbODk5Yf78+aKui4iIiMoZI2NAbpn3u47W+td6qc8///wTPXr0QEpKCiQSCfz8/BAaGorevXvD0NAQ8+fPR0BAgE6CKhMUGcBi59Kpe9YDQGZW7NPcv38f3bp1Q2BgILZs2YLr169j9OjRMDY2xvz589GqVSukpqbi4sWL8PPzw/Hjx2FnZ4fIyEj1OY4fP46PP/4YAHDnzh106dIFixYtwvfff4/Hjx9jwoQJmDBhAkJDQ9XHrFy5EnPnzhXVix8dHY1Tp07B1dVVXZaVlYWGDRvi448/hqWlJQ4cOIChQ4fCw8MDjRs3LvbrAwDZ2dkIDQ2FtbU1atWqpdUxLi4u2LNnD/r27YsbN27A0tISJiYmAICbN2+iXr16WLBgAQDA3t7+je9Dvs2bNyMoKAhnz57F6dOnERgYiBYtWqBjx446uVYiIiJ6C5nZA9kpeWv923kW+3RaJ/9z5sxBt27dMGvWLGzevBmrVq3Ce++9h8WLF+P9998vdiCke1999RVcXFywfv16SCQSeHl54cGDB/j4448xd+5cWFlZwcfHB5GRkfDz80NkZCSmTp2KkJAQpKWlITk5Gbdv34a/vz8AYMmSJRg8eLC6p93T0xPr1q2Dv78/NmzYAGNjYwBAu3btMG3atDfGt3//fpibmyM3NxfZ2dkwMDDA+vXr1durVKmC6dOnq59PnDgRhw8fxk8//VSs5P/q1auwtMz7FJ2RkQELCwvs3LlTXfYmUqkUtra2AAAHBwdYW1urt8lkMpiamsLJyUld9qb3wcAg7wu4+vXrqz8weXp6Yv369Th69CiTfyIioorM3AFIuqOzFX+0Tv6vXLmCr776Sj1MYvXq1Vi+fDneffddnQRS5hiZ5vXAl1bdOnDt2jU0a9YMEolEXdaiRQukpaXh33//RbVq1eDv74/IyEhMmzYNf/zxB5YsWYKffvoJf/75J5KSkuDs7AxPz7xPmZcuXcLly5exdetW9fkEQYBKpUJMTAxq164NAPDz89MqvrZt22LDhg1IT0/H559/DkNDQ/Tt21e9XalUYvHixfjpp59w//595OTkIDs7G6amxXt98u9GbWBggNTUVOzcuRP9+vVDRESE1rGLoc37AOQl/y+qXLkyHj3S3dJeRERE9BYy+2/Sr45W/NE6+X/27Bns7OwAACYmJjA1NUW9evV0EkSZJJHoZOhNWdemTRt8//33uHTpEoyMjODl5YU2bdogMjISz549U/f6A0BaWhrGjh2LSZMmFThPfgILAGZm2r1uZmZmqFGjBgDg+++/R4MGDbBp0yaMHDkSALBixQqsXbsWa9asgbe3N8zMzDBlypTXTiLWhpGREWrUqKHucff19cUvv/yCNWvW4Mcff1SXCy/MvVAoFMWqU9u4XiSRSKBSqfReLxEREZVhOl7rX+vkH8gbLpGYmAggLzG6ceOGxmRPoGDvJZWe2rVrY8+ePRAEQd3rfPLkSVhYWKBq1aoAoB73//nnn6sT/TZt2mDp0qV49uyZxvCdd955B1evXlUn7LpkYGCAWbNmISgoCIMGDYKJiQlOnjyJd999Vz3hWKVS4ebNm6hTp47O65dKpcjMzASQN04fABISEuDr6wsAGpN/gbzhPQDUk6VfLH+5TJv3gYiIiKhQ6rX+dZP8i1rtp3379vDx8YGPjw8yMjLQo0cP+Pj4wNfXV/2TSl5ycjKioqI0HvHx8fjoo48QHx+PiRMn4vr169i3bx/mzZuHoKAgde+2jY0N6tevj61bt6JNmzYAgNatW+PChQu4efOmRs//xx9/jFOnTmHChAmIiorCrVu3sG/fPkyYMEEn19GvXz9IpVJ8+eWXAPKG54SHh+PUqVO4du0axo4di4cPHxa7ntzcXCQmJiIxMRG3bt3CokWLcPXqVfUQNhMTEzRt2hRLly7FtWvXcPz4ccyZM0fjHK6urpBIJNi/fz8eP36MtLQ0AHmrHZ09exaxsbF48uQJVCqVVu8DERERUaHUa/2X8LCfmJgYnVRIuhcZGVngg9fIkSPx3Xff4bfffsOMGTPQoEED2NraYuTIkQUSWX9/f0RFRamTf1tbW9SpUwcPHz7UWAGnfv36OH78OGbPno1WrVpBEAR4eHjo7OZuhoaGmDBhApYvX44PP/wQc+bMwd27d9G5c2eYmppizJgx6N27d7HX479+/TqqVKkCIO8+FR4eHtiwYQOGDRum3uf777/HyJEj0bBhQ9SqVQvLly9Hp06d1NurVKmCkJAQBAcHY/jw4Rg2bBjCwsIwffp0BAQEoE6dOsjMzERMTAzc3Ny0eh+IiIiIClD3/Be/AxQAJIKgw0Xly7iUlBRYWVnhyZMnqFSpksa2rKwsxMTEwN3dXb1qDZU/KpUKKSkpsLS0fOt73dlmi0ahUOC3335Dt27dCsyzoIqBbYDYBuitagPxfwGbOgJW1YCpVwrdJT/HTU5OfuPqhW939kNEREREVJ7lr/aT/kgnN4Jl8k9EREREVFblr/aTmwVkpxb7dEz+iYiIiIjKKpkZYPTfMuo6mPQrKvkXBAFxcXHIysoqdsVERERERKQFc90t9yk6+a9Rowbi4+OLXXFZVYHmP9Nbjm2ViIiogtDhjb5EJf8GBgbw9PTE06dPi11xWZM/0zsjI6OUIyHSTn5bLfOrFBAREVHx5E/61UHPv6g7/ALA0qVLMWPGDGzYsAH16tUrdgBlhVQqhbW1NR49yntRTU1N1XdjpfJDpVIhJycHWVlZb+1Sn4IgICMjA48ePYK1tTWkUmlph0RERET61HEB0GE+YOlc7FOJTv6HDRuGjIwMNGjQADKZDCYmJhrbk5KSih1UaXFycgIA9QcAKn8EQUBmZiZMTEze+g931tbW6jZLRERE5VglD52dSnTyv2bNGp1VXtZIJBJUrlwZDg4OUCgUpR0O6YFCocCJEyfQunXrt3q4jJGREXv8iYiISDTRyX9AQIA+4ihTpFIpE6tySiqVIjc3F8bGxm918k9ERERUFEUa9Hznzh3MmTMHAwcOVA+ROXjwIP755x+dBkdERERERLojOvk/fvw4vL29cfbsWezduxdpaWkAgEuXLmHevHk6D5CIiIiIiHRDdPIfHByMRYsWITw8HDKZTF3erl07nDlzRqfBERERERGR7oge83/lyhVs27atQLmDgwOePHmik6D0Jf+mSKmpqRzvXUEpFApkZGQgJSWFbaCCYhsgtgFiG6Dy1gZSUlIAaHcDUNHJv7W1NRISEuDu7q5RfvHiRVSpUkXs6UpU/s3JXo6diIiIiOhtl5qaCisrq9fuIzr5/+CDD/Dxxx9j165dkEgkUKlUOHnyJKZPn45hw4YVOdiSYGtrCwCIi4t74wtD5VNKSgpcXFwQHx8PS0vL0g6HSgHbALENENsAlbc2IAgCUlNT4ez85puAiU7+Fy9ejPHjx8PFxQVKpRJ16tSBUqnEoEGDMGfOnCIFXFLy7+hqZWVVLt5oKjpLS0u2gQqObYDYBohtgMpTG9C2Y1t08i+TyfDtt9/i008/RXR0NNLS0uDr6wtPT0/RQRIRERERUckRnfznq1atGlxcXADk3RmXiIiIiIjKtiLd5GvTpk2oV68ejI2NYWxsjHr16uG7777TdWw6J5fLMW/ePMjl8tIOhUoJ2wCxDRDbALENUEVuAxJBmzWBXjB37lysXr0aEydORLNmzQAAp0+fxvr16zF16lQsWLBAL4ESEREREVHxiE7+7e3tsW7dOgwcOFCjfPv27Zg4cWKZX+ufiIiIiKiiEj3sR6FQwM/Pr0B5w4YNkZubq5OgiIiIiIhI90Qn/0OHDsWGDRsKlH/zzTcYPHiwToIiIiIiIiLdEz3sZ+LEidiyZQtcXFzQtGlTAMDZs2cRFxeHYcOGadwiefXq1bqNloiIiIiIikx0z390dDTeeecd2Nvb486dO7hz5w7s7OzwzjvvIDo6GhcvXsTFixcRFRWlh3Df7Msvv4SbmxuMjY3RpEkT/PXXX6/df9euXfDy8oKxsTG8vb3x22+/lVCkpC9i2sC3336LVq1awcbGBjY2NujQocMb2wyVfWL/DuTbsWMHJBIJevfurd8ASe/EtoHnz59j/PjxqFy5MuRyOWrWrMn/D95yYtvAmjVrUKtWLZiYmMDFxQVTp05FVlZWCUVLunTixAn07NkTzs7OkEgk+OWXX954TGRkJN555x3I5XLUqFEDYWFheo+z1AjlyI4dOwSZTCZ8//33wj///COMHj1asLa2Fh4+fFjo/idPnhSkUqmwfPly4erVq8KcOXMEIyMj4cqVKyUcOemK2DYwaNAg4csvvxQuXrwoXLt2TQgMDBSsrKyEf//9t4QjJ10R2wbyxcTECFWqVBFatWolvPvuuyUTLOmF2DaQnZ0t+Pn5Cd26dRP+/PNPISYmRoiMjBSioqJKOHLSFbFtYOvWrYJcLhe2bt0qxMTECIcPHxYqV64sTJ06tYQjJ1347bffhNmzZwt79+4VAAg///zza/e/e/euYGpqKgQFBQlXr14VvvjiC0EqlQqHDh0qmYBLWLGS/7i4OCEuLk5XsRRb48aNhfHjx6ufK5VKwdnZWViyZEmh+/fv31/o3r27RlmTJk2EsWPH6jVO0h+xbeBlubm5goWFhbB582Z9hUh6VpQ2kJubKzRv3lz47rvvhICAACb/bzmxbWDDhg1C9erVhZycnJIKkfRMbBsYP3680K5dO42yoKAgoUWLFnqNk/RPm+R/5syZQt26dTXKBgwYIHTu3FmPkZUe0cN+cnNz8emnn8LKygpubm5wc3ODlZUV5syZA4VCofuvJrSUk5OD8+fPo0OHDuoyAwMDdOjQAadPny70mNOnT2vsDwCdO3d+5f5UthWlDbwsIyMDCoUCtra2+gqT9KiobWDBggVwcHDAyJEjSyJM0qOitIFff/0VzZo1w/jx4+Ho6Ih69eph8eLFUCqVJRU26VBR2kDz5s1x/vx59dCgu3fv4rfffkO3bt1KJGYqXRUtHzQUe8DEiROxd+9eLF++XOMmX/Pnz8fTp08LXQmoJDx58gRKpRKOjo4a5Y6Ojrh+/XqhxyQmJha6f2Jiot7iJP0pSht42ccffwxnZ+cCfwTo7VCUNvDnn39i06ZNpTZPiXSrKG3g7t27OHbsGAYPHozffvsNt2/fxkcffQSFQoF58+aVRNikQ0VpA4MGDcKTJ0/QsmVLCIKA3NxcjBs3DrNmzSqJkKmUvSofTElJQWZmJkxMTEopMv0Qnfxv27YNO3bsQNeuXdVl9evXh4uLCwYOHFhqyT9RcS1duhQ7duxAZGQkjI2NSzscKgGpqakYOnQovv32W9jZ2ZV2OFRKVCoVHBwc8M0330AqlaJhw4a4f/8+VqxYweS/goiMjMTixYvx1VdfoUmTJrh9+zYmT56MhQsX4tNPPy3t8Ih0SnTyL5fL4ebmVqDc3d0dMplMFzEViZ2dHaRSKR4+fKhR/vDhQzg5ORV6jJOTk6j9qWwrShvIt3LlSixduhS///476tevr88wSY/EtoE7d+4gNjYWPXv2VJepVCoAgKGhIW7cuAEPDw/9Bk06VZS/A5UrV4aRkRGkUqm6rHbt2khMTEROTk6p/t9G4hWlDXz66acYOnQoRo0aBQDw9vZGeno6xowZg9mzZ8PAQPQoaXqLvCoftLS0LHe9/kARlvqcMGECFi5ciOzsbHVZdnY2PvvsM0yYMEGnwYkhk8nQsGFDHD16VF2mUqlw9OhR9fCklzVr1kxjfwAIDw9/5f5UthWlDQDA8uXLsXDhQhw6dKjQu1fT20NsG/Dy8sKVK1cQFRWlfvTq1Qtt27ZFVFQUXFxcSjJ80oGi/B1o0aIFbt++rf7gBwA3b95E5cqVmfi/hYrSBjIyMgok+PkfBgVxt0Oit1CFywfFzhDu3bu3YGFhIdjZ2Qnt27cX2rdvL9jZ2QmWlpbCe++9p/EoaTt27BDkcrkQFhYmXL16VRgzZoxgbW0tJCYmCoIgCEOHDhWCg4PV+588eVIwNDQUVq5cKVy7dk2YN28el/p8y4ltA0uXLhVkMpmwe/duISEhQf1ITU0trUugYhLbBl7G1X7efmLbQFxcnGBhYSFMmDBBuHHjhrB//37BwcFBWLRoUWldAhWT2DYwb948wcLCQti+fbtw9+5d4ciRI4KHh4fQv3//0roEKobU1FTh4sWLwsWLFwUAwurVq4WLFy8K9+7dEwRBEIKDg4WhQ4eq989f6nPGjBnCtWvXhC+//LJcL/UpetiPtbU1+vbtq1FWVnrHBgwYgMePH2Pu3LlITEyEj48PDh06pJ7EERcXp/HJvnnz5ti2bRvmzJmDWbNmwdPTE7/88gvq1atXWpdAxSS2DWzYsAE5OTl4//33Nc4zb948zJ8/vyRDJx0R2wao/BHbBlxcXHD48GFMnToV9evXR5UqVTB58mR8/PHHpXUJVExi28CcOXMgkUgwZ84c3L9/H/b29ujZsyc+++yz0roEKoZz586hbdu26udBQUEAgICAAISFhSEhIQFxcXHq7e7u7jhw4ACmTp2KtWvXomrVqvjuu+/QuXPnEo+9JEgEgd9nERERERFVBOz+IiIiIiKqILQe9mNjYwOJRFKg3MrKCjVr1sT06dPRsWNHnQZHRERERES6o/Wwn82bNxda/vz5c5w/fx47d+7E7t27NZbMIyIiIiKiskNnY/5Xr16N3bt349SpU7o4HRERERER6ZjOkv+bN2+iadOmSEpK0sXpiIiIiIhIx3Q24Tc7O5s3QyEiIiIiKsN0lvxv2rQJPj4+ujodERERERHpmNar/eTfIOFlycnJuHDhAm7evIkTJ07oLDAiIiIiItItrZP/ixcvFlpuaWmJjh07Yu/evXB3d9dZYEREVPICAwPx/Plz/PLLL6VS/9ChQ1G7dm3MmjXrjft+8MEHaNSoEaZNm1YCkRERlQ+8wy8RUQVR2L1aXjRv3jxMnToVgiDA2tq6ZIJ6waVLl9CuXTvcu3cP5ubmb9w/OjoarVu3RkxMDKysrEogQiKitx+TfyKiCiIxMVH9+86dOzF37lzcuHFDXWZubq5V0q0vo0aNgqGhITZu3Kj1MY0aNUJgYCDGjx+vx8iIiMoPnU34JSKiss3JyUn9sLKygkQi0SgzNzdHYGAgevfurT6mTZs2mDhxIqZMmQIbGxs4Ojri22+/RXp6OoYPHw4LCwvUqFEDBw8e1KgrOjoaXbt2hbm5ORwdHTF06FA8efLklbEplcpCbxT51VdfwdPTE8bGxnB0dMT777+vsb1nz57YsWNH8V8cIqIKgsk/ERG91ubNm2FnZ4e//voLEydOxIcffoh+/fqhefPmuHDhAjp16oShQ4ciIyMDQN6d39u1awdfX1+cO3cOhw4dwsOHD9G/f/9X1nH58mUkJyfDz89PXXbu3DlMmjQJCxYswI0bN3Do0CG0bt1a47jGjRvjr7/+QnZ2tn4unoionGHyT0REr9WgQQPMmTMHnp6e+OSTT2BsbAw7OzuMHj0anp6emDt3Lp4+fYrLly8DANavXw9fX18sXrwYXl5e8PX1xffff4+IiAjcvHmz0Dru3bsHqVQKBwcHdVlcXBzMzMzQo0cPuLq6wtfXF5MmTdI4ztnZGTk5ORpDmoiI6NWY/BMR0WvVr19f/btUKkWlSpXg7e2tLnN0dAQAPHr0CEDexN2IiAj1HAJzc3N4eXkBAO7cuVNoHZmZmZDL5RqTkjt27AhXV1dUr14dQ4cOxdatW9XfLuQzMTEBgALlRERUOCb/RET0WkZGRhrPJRKJRll+wq5SqQAAaWlp6NmzJ6KiojQet27dKjBsJ5+dnR0yMjKQk5OjLrOwsMCFCxewfft2VK5cGXPnzkWDBg3w/Plz9T5JSUkAAHt7e51cKxFRecfkn4iIdOqdd97BP//8Azc3N9SoUUPjYWZmVugx+XeIv3r1qka5oaEhOnTogOXLl+Py5cuIjY3FsWPH1Nujo6NRtWpV2NnZ6e16iIjKEyb/RESkU+PHj0dSUhIGDhyIv//+G3fu3MHhw4cxfPhwKJXKQo+xt7fHO++8gz///FNdtn//fqxbtw5RUVG4d+8etmzZApVKhVq1aqn3+eOPP9CpUye9XxMRUXnB5J+IiHTK2dkZJ0+ehFKpRKdOneDt7Y0pU6bA2toaBgav/m9n1KhR2Lp1q/q5tbU19u7di3bt2qF27drYuHEjtm/fjrp16wIAsrKy8Msvv2D06NF6vyYiovKCN/kiIqIyITMzE7Vq1cLOnTvRrFmzN+6/YcMG/Pzzzzhy5EgJREdEVD6w55+IiMoEExMTbNmy5bU3A3uRkZERvvjiCz1HRURUvrDnn4iIiIiogmDPPxERERFRBcHkn4iIiIiogmDyT0RERERUQTD5JyIiIiKqIJj8ExERERFVEEz+iYiIiIgqCCb/REREREQVBJN/IiIiIqIKgsk/EREREVEFweSfiIiIiKiCYPJPRERERFRBMPknIiIiIqogmPwTEREREVUQTP6JiIiIiCoIJv9ERERERBUEk38iIiIiogqCyT8RERERUQXB5J+IiIiIqIJg8k9EREREVEEw+SciIiIiqiCY/BMRERERVRBM/omIiIiIKggm/0REREREFQSTfyIiIiKiCoLJPxERERFRBWEo9oDs7GycPXsW9+7dQ0ZGBuzt7eHr6wt3d3d9xEdERERERDqidc//yZMn0b9/f1hbW6Ndu3aYMmUKFi5ciCFDhqBGjRrw9PTEihUrkJqaqs94iYhKnEQiwfz589XPw8LCIJFIEBsbW2oxVQSBgYEwNzcv7TCIiMoVrZL/Xr16YcCAAXBzc8ORI0eQmpqKp0+f4t9//0VGRgZu3bqFOXPm4OjRo6hZsybCw8P1HTcRUQH5SXn+w9DQEFWqVEFgYCDu379f4vHMnz9fIx4DAwNUrlwZPXr0wJkzZ4p83m3btmHNmjUFyh88eID58+cjKiqq6EGXgLS0NMybNw/16tWDmZkZKlWqBB8fH0yePBkPHjwo7fCK5OX3+sXHxo0bSzs8IiI1rYb9dO/eHXv27IGRkVGh26tXr47q1asjICAAV69eRUJCgk6DJCISY8GCBXB3d0dWVhbOnDmDsLAw/Pnnn4iOjoaxsbHo82VmZsLQUPQoSbUNGzbA3NwcKpUK8fHx+Pbbb9G6dWv89ddf8PHxEX2+bdu2ITo6GlOmTNEof/DgAUJCQuDm5lak85YEhUKB1q1b4/r16wgICMDEiRORlpaGf/75B9u2bcN7770HZ2fn0g6zyPLf6xc1adKklKIhIipIq//Nxo4dq/UJ69Spgzp16hQ5ICKi4uratSv8/PwAAKNGjYKdnR2WLVuGX3/9Ff379xd9vqJ8YHjR+++/Dzs7O/Xz3r17o169eti1a1eZTdL15ZdffsHFixexdetWDBo0SGNbVlYWcnJySimyN8vIyICpqelr93n5vdaV9PR0mJmZ6fy8RFTxcLUfIir3WrVqBQC4c+eOuiwnJwdz585Fw4YNYWVlBTMzM7Rq1QoREREFjn95zH9xOTk5AYDGtwmvmkcQGRkJiUSCyMhIAECbNm1w4MAB3Lt3Tz2sxM3NDZGRkWjUqBEAYPjw4eptYWFh6nPt2rULDRs2hImJCezs7DBkyJACw6Hyx9nfv38fvXv3hrm5Oezt7TF9+nQolUqNfXfs2IGGDRvCwsIClpaW8Pb2xtq1a1977fnvQYsWLQpsMzY2hqWlZYFybWJRqVRYs2YN6tatC2NjYzg6OmLs2LF49uyZxn779u1D9+7d4ezsDLlcDg8PDyxcuLDA+dq0aYN69erh/PnzaN26NUxNTTFr1qzXXps2xLwHd+7cQbdu3WBhYYHBgwerr3Pt2rXw9vaGsbEx7O3t0aVLF5w7d07jHD/++KO6HltbW3zwwQeIj48vdvxE9PbT+ntsd3d3SCSS1+4jkUg0/nMlIioL8hNqGxsbdVlKSgq+++47DBw4EKNHj0Zqaio2bdqEzp07F3k4zqskJSUByEvc7t+/j4ULF8LY2LhI30LMnj0bycnJ+Pfff/H5558DAMzNzVG7dm0sWLAAc+fOxZgxY9QfeJo3bw4g78PF8OHD0ahRIyxZsgQPHz7E2rVrcfLkSVy8eBHW1tbqOpRKJTp37owmTZpg5cqV+P3337Fq1Sp4eHjgww8/BACEh4dj4MCBaN++PZYtWwYAuHbtGk6ePInJkye/Mn5XV1cAwJYtWzBnzpw3/r+iTSxA3jfU+dc4adIkxMTEYP369bh48SJOnjypHrYaFhYGc3NzBAUFwdzcHMeOHcPcuXORkpKCFStWaNT99OlTdO3aFR988AGGDBkCR0fHN74/+e91PqlUqm53Yt6D3NxcdO7cGS1btsTKlSvV3ziMHDkSYWFh6Nq1K0aNGoXc3Fz88ccfOHPmjPrbrs8++wyffvop+vfvj1GjRuHx48f44osv0Lp16wL1EFEFJGhpzZo1r3xMmTJFMDExEQwMDLQ9HRGRzoWGhgoAhN9//114/PixEB8fL+zevVuwt7cX5HK5EB8fr943NzdXyM7O1jj+2bNngqOjozBixAiNcgDCvHnzCtQTExPz2njmzZsnACjwsLa2Fg4dOlRo7C+fMyIiQgAgREREqMu6d+8uuLq6Fqjv77//FgAIoaGhGuU5OTmCg4ODUK9ePSEzM1Ndvn//fgGAMHfuXHVZQECAAEBYsGCBxjl8fX2Fhg0bqp9PnjxZsLS0FHJzc1/7GrwsIyNDqFWrlgBAcHV1FQIDA4VNmzYJDx8+LLCvtrH88ccfAgBh69atGvsdOnSoQHlGRkaBesaOHSuYmpoKWVlZ6jJ/f38BgLBx40atrutV73X++1SU9yA4OFijjmPHjgkAhEmTJhWoX6VSCYIgCLGxsYJUKhU+++wzje1XrlwRDA0NC5QTUcWj9bCfyZMnF3gMHToUsbGx2LBhAxo1aoSTJ08W/9MIEVExdejQAfb29nBxccH7778PMzMz/Prrr6hatap6H6lUCplMBiCvRz4pKQm5ubnw8/PDhQsXdBrPnj17EB4ejiNHjiA0NBQ1a9ZE3759cerUKZ3W8yrnzp3Do0eP8NFHH2nMX+jevTu8vLxw4MCBAseMGzdO43mrVq1w9+5d9XNra2ukp6eLXt3NxMQEZ8+exYwZMwDk9YaPHDkSlStXxsSJE5GdnS06ll27dsHKygodO3bEkydP1I+GDRvC3NxcYyiXiYmJ+vfU1FQ8efIErVq1QkZGBq5fv65Rj1wux/Dhw0VdX/57nf/YunUrgKK9By9+s5F/bolEgnnz5hXYN/8blL1790KlUqF///4ar4WTkxM8PT0LHdZGRBVLkcb8Z2Zm4rPPPoOHhwciIiKwd+9eHD9+HE2bNtV1fHpx4sQJ9OzZE87OzpBIJPjll1/0Wt+SJUvQqFEjWFhYwMHBAb1798aNGzc09snKysL48eNRqVIlmJubo2/fvnj48KFe4yIqr7788kuEh4dj9+7d6NatG548eQK5XF5gv82bN6N+/fowNjZGpUqVYG9vjwMHDiA5OVmn8bRu3RodOnRAx44dERgYiKNHj8LCwgITJ07UaT2vcu/ePQBArVq1Cmzz8vJSb8+XP5b8RTY2Nhrj5z/66CPUrFkTXbt2RdWqVTFixAgcOnRIq3isrKywfPlyxMbGIjY2Fps2bUKtWrWwfv16LFy4UHQst27dQnJyMhwcHGBvb6/xSEtLw6NHj9T7/vPPP3jvvfdgZWUFS0tL2NvbY8iQIQBQ4H2vUqWK+gOitvLf6/xH/twGse+BoaGhxodVIG++hLOzM2xtbV9Z/61btyAIAjw9PQu8FteuXdN4LYioYhK1dp1SqcS3336LkJAQGBsbY926dRgyZMgbx2yWNenp6WjQoAFGjBiBPn366L2+48ePY/z48WjUqBFyc3Mxa9YsdOrUCVevXlWv3jB16lQcOHBA3YM1YcIE9OnTh9+mEBVB48aN1eOfe/fujZYtW2LQoEG4ceOGehnGH3/8EYGBgejduzdmzJgBBwcHSKVSLFmyRO9zl8zNzdGkSRPs27dPvYrLq/6OvjwRtSRIpdI37uPg4ICoqCgcPnwYBw8exMGDBxEaGophw4Zh8+bNWtfl6uqKESNG4L333kP16tWxdetWLFq0SFQsKpUKDg4O6l72l+V/eHj+/Dn8/f1haWmJBQsWwMPDA8bGxrhw4QI+/vhjqFQqjeNe/JagpMnlchgYiO+fU6lUkEgkOHjwYKGvHW+aRkRaJ/8//fQT5syZg+fPn2P27Nn48MMPRfeIlBVdu3ZF165dX7k9Ozsbs2fPxvbt2/H8+XPUq1cPy5YtQ5s2bYpU38u9YWFhYXBwcFCvIpGcnIxNmzZh27ZtaNeuHQAgNDQUtWvXxpkzZ96ab1SIyqL8hL5t27ZYv349goODAQC7d+9G9erVsXfvXo3Eu7AhFfqQm5sLIO+GV2ZmZupJoc+fP9fY7+UeYQCv/KDwqvL8SbY3btxQ/43Jd+PGDfV2sWQyGXr27ImePXtCpVLho48+wtdff41PP/0UNWrUEHUuGxsbeHh4IDo6WnQcHh4e+P3339GiRYvXJuyRkZF4+vQp9u7di9atW6vLY2JiRNcpli7eAw8PDxw+fBhJSUmv7P338PCAIAhwd3dHzZo1ix84EZU7WncrfPDBB7h//z569eqFe/fuITg4GEFBQQUe5cGECRNw+vRp7NixA5cvX0a/fv3QpUsX3Lp1Syfnz/9qOf+P9/nz56FQKNChQwf1Pl5eXqhWrRpOnz6tkzqJKrI2bdqgcePGWLNmDbKysgD8r0dZEAT1fmfPni2Rf3NJSUk4deoUnJyc4ODgACAvaQPyhiXmUyqV+Oabbwocb2ZmVujQpPxvEl/+AOHn5wcHBwds3LhRY0z9wYMHce3aNXTv3l30NTx9+lTjuYGBAerXrw8AhY7bz3fp0iU8efKkQPm9e/dw9erVQofFvEn//v2hVCoLDBkC8j5k5b8ehb3nOTk5+Oqrr0TXKZYu3oO+fftCEASEhIQU2JZ/TX369IFUKkVISIjGdebv8/L7RkQVj9Y9/61bt37jUp5v2/CfwsTFxSE0NBRxcXHqu0xOnz4dhw4dQmhoKBYvXlys86tUKkyZMgUtWrRAvXr1AACJiYmQyWQFll9zdHREYmJiseojojwzZsxAv379EBYWhnHjxqFHjx7Yu3cv3nvvPXTv3h0xMTHYuHEj6tSpg7S0NJ3WvXv3bpibm0MQBDx48ACbNm3Cs2fPsHHjRvXfzbp166Jp06b45JNP1D27O3bsUH9D8KKGDRti586dCAoKQqNGjWBubo6ePXvCw8MD1tbW2LhxIywsLGBmZoYmTZrA3d0dy5Ytw/Dhw+Hv74+BAweql5l0c3PD1KlTRV/TqFGjkJSUhHbt2qFq1aq4d+8evvjiC/j4+KB27dqvPC48PBzz5s1Dr1690LRpU5ibm+Pu3bv4/vvvkZ2dXaT7Kfj7+2Ps2LFYsmQJoqKi0KlTJxgZGeHWrVvYtWsX1q5di/fffx/NmzeHjY0NAgICMGnSJEgkEvzwww8FkmR9MDIyKvZ70LZtWwwdOhTr1q3DrVu30KVLF6hUKvzxxx9o27YtJkyYAA8PDyxatAiffPIJYmNj0bt3b1hYWCAmJgY///wzxowZg+nTp+v9eomoDCutZYbKCgDCzz//rH6ev+yamZmZxsPQ0FDo37+/IAiCcO3atUKXdHvx8fHHHxda37hx4wRXV1eNJQe3bt0qyGSyAvs2atRImDlzpm4vmKgcy18u8++//y6wTalUCh4eHoKHh4eQm5srqFQqYfHixYKrq6sgl8sFX19fYf/+/UJAQECBZTShw6U+zczMhGbNmgk//fRTgf3v3LkjdOjQQZDL5YKjo6Mwa9YsITw8vMBSn2lpacKgQYMEa2trjeUkBUEQ9u3bJ9SpU0cwNDQssOznzp07BV9fX0Eulwu2trbC4MGDhX///VcjhoCAAMHMzOyV15Jv9+7dQqdOnQQHBwdBJpMJ1apVE8aOHSskJCS89jW5e/euMHfuXKFp06aCg4ODYGhoKNjb2wvdu3cXjh07VqRY8n3zzTdCw4YNBRMTE8HCwkLw9vYWZs6cKTx48EC9z8mTJ4WmTZsKJiYmgrOzszBz5kzh8OHDBV5jf39/oW7duq+9lsJievz48Wv3K857IAh5S9SuWLFC8PLyEmQymWBvby907dpVOH/+vMZ+e/bsEVq2bKn+P8zLy0sYP368cOPGDa2viYjKJ4kglECXRxkmkUjw888/o3fv3gCAnTt3YvDgwfjnn38KTJYyNzeHk5MTcnJyNJaZK0z+yiEvmjBhAvbt24cTJ07A3d1dXX7s2DG0b98ez5490+j9d3V1xZQpU4rUK0dERERE9DKthv0sXboUkyZNUt9h8HXOnj2LJ0+eFGkMaVng6+sLpVKJR48eqe+Q+TKZTAYvLy+tzykIAiZOnIiff/4ZkZGRGok/kPcVvpGREY4ePYq+ffsCyJsAFhcXh2bNmhX9YoiIiIiIXqBV8n/16lW4urqiX79+6NmzJ/z8/NS92rm5ubh69Sr+/PNP/Pjjj3jw4AG2bNmi16CLKy0tDbdv31Y/j4mJQVRUFGxtbVGzZk0MHjwYw4YNw6pVq+Dr64vHjx/j6NGjqF+/fpE+1IwfPx7btm3Dvn37YGFhoR7Hb2VlBRMTE1hZWWHkyJEICgqCra0tLC0tMXHiRDRr1owr/RARERGRzmg97OfSpUtYv349du/ejZSUFEilUsjlcmRkZADI6zEfNWoUAgMDNe5eWBZFRkaibdu2BcoDAgIQFhYGhUKBRYsWYcuWLbh//z7s7OzQtGlThISEwNvbW3R9r5oIHRoaisDAQAB5N/maNm0atm/fjuzsbHTu3BlfffUVnJycRNdHRERERFQY0WP+VSoVLl++jHv37iEzMxN2dnbw8fGBnZ2dvmIkIiIiIiIdqPATfomIiIiIKgrx9w4nIiIiIqK3ktY3+SoPVCoVHjx4AAsLi3JxQzIiIiIiIkEQkJqaCmdnZxgYvL5vv0Il/w8ePICLi0tph0FEREREpHPx8fGoWrXqa/epUMm/hYUFgLylPW1tbUs5GioNCoUCR44cQadOnWBkZFTa4VApYBsgtgFiG6Dy1gZSUlLg4uKiznVfp8jJ/+3bt3Hnzh20bt0aJiYmEAShzA+lyY/PwsIClpaWpRwNlQaFQgFTU1NYWlqWi3/sJB7bALENENsAldc2oE0uLnrC79OnT9GhQwfUrFkT3bp1Q0JCAgBg5MiRmDZtmvgoiYiIiIioRIhO/qdOnQpDQ0PExcXB1NRUXT5gwAAcOnRIp8EREREREZHuiB72c+TIERw+fLjAZAJPT0/cu3dPZ4EREREREZFuie75T09P1+jxz5eUlAS5XK6ToIiIiIiIKI9Kpbt78opO/lu1aoUtW7aon0skEqhUKixfvhxt27bVWWBERERERASEnYpF/69P48zdp8U+l+hhP8uXL0f79u1x7tw55OTkYObMmfjnn3+QlJSEkydPFjsgIiIiIiLKk5Orwnd/3MWD5CzcfZyOptUrFet8onv+69Wrh5s3b6Jly5Z49913kZ6ejj59+uDixYvw8PAoVjBERERERPQ/v156gAfJWbC3kKPPO1WKfb4irfNvZWWF2bNnF7tyIiIiIiIqnEolYOPxOwCAkS3dYWwkLfY5Rff8h4aGYteuXQXKd+3ahc2bNxc7ICIiIiIiAn6/9hC3H6XBQm6IQU2q6eScopP/JUuWwM7OrkC5g4MDFi9erJOgiIiIiIgqMkEQsOG/Xv8hzVxhaaybOxGLTv7j4uLg7u5eoNzV1RVxcXE6CYqIiIiIqCL7KyYJF+OeQ2ZogOEt3HR2XtHJv4ODAy5fvlyg/NKlS6hUqXizj4mIiIiICOpe/34Nq8LBwlhn5xWd/A8cOBCTJk1CREQElEollEoljh07hsmTJ+ODDz7QWWBERERERBXR1QcpiLzxGAYSYEzr6jo9t+jVfhYuXIjY2Fi0b98ehoZ5h6tUKgwbNoxj/omIiIiIiil/hZ/u9Z3hWslMp+cWlfwLgoDExESEhYVh0aJFiIqKgomJCby9veHq6qrTwIiIiIiIKpq4pxnYf/kBAGCcv257/YEiJP81atTAP//8A09PT3h6euo8ICIiIiKiiuqbP+5AJQD+Ne1R19lK5+cXNebfwMAAnp6eePr0qc4DISIiIiKqyB6nZuOnc/8CAMb5e+ilDtETfpcuXYoZM2YgOjpaH/EQEREREVVIYadikJOrgo+LNZpWt9VLHaIn/A4bNgwZGRlo0KABZDIZTExMNLYnJSXpLDgiIiIiooogNUuBLafvAQA+bOMBiUSil3pEJ/9r1qzRQxhERERERBXXtrNxSM3KhYe9GTrWdtRbPaKT/4CAAH3EobUvv/wSK1asQGJiIho0aIAvvvgCjRs3LtWYiIiIiIgKuH8eMDQGHOu+drcshRLf/RkDIG+sv4GBfnr9gSIk/wCgVCrxyy+/4Nq1awCAunXrolevXpBKpToN7mU7d+5EUFAQNm7ciCZNmmDNmjXo3Lkzbty4AQcHB73WTURERESkFZUSOLYI+HM1VHJLGEy/CRiZvHL3ny/ex+PUbFS2Msa7PlX0Gpro5P/27dvo1q0b7t+/j1q1agEAlixZAhcXFxw4cAAeHvqZmQwAq1evxujRozF8+HAAwMaNG3HgwAF8//33CA4O1vo8qSnPITPU3ycqKrsUilzkZmciNfkZjIyK9NmX3nJsA8Q2QGwDFUwhY+cVilzk5GQjNTUZUiM5AEnefoIAA1UODJTZkCqzIVFmwUCZDUNLR0gsnLSqLunRA2TtHA7np2cAAAbZKTh3Mhx+bXoVur9SJeDr/27qNapVdcgMRa/HI4pEEARBzAHdunWDIAjYunUrbG3zZiE/ffoUQ4YMgYGBAQ4cOKCXQHNycmBqaordu3ejd+/e6vKAgAA8f/4c+/btK3BMdnY2srOz1c9TUlLg4uKC5GALWMqZ/BMRERHRm+UKBvjDpC0uuY6Ag3td1KlsiRoO5pD/l6inZ+fi9+uPceXv4xiTOB9VJE+QIcjxr2CHmgb3sVrxPhQtp2FyuxqQvjSk52B0IibtvAwrE0Mcn9YaZnLxH0hTUlJgZ2eH5ORkWFpavnZf0Wc/fvw4zpw5o078AaBSpUpYunQpWrRoITpYbT158gRKpRKOjpoTIBwdHXH9+vVCj1myZAlCQkL0FhMRERERlU9ZghGyYYQcGMJekoK2WUfR+vox7L/aDDNye+MOqqCyCWAlE3A7RYLekkgsNAyDXKJAPByxrdJktJLdQM3EzWhicA2Dj8cgIuoOhnmqYGaUV4cgACuvSAFI0LRSDo4fPVKkWDMyMrTeV3TyL5fLkZqaWqA8LS0NMplM7On06pNPPkFQUJD6eX7P/7OxUTCw1c/aqVS2KXIViIiIRNu2bWBkaFTa4VApYBsgtgFiG6hAXjHARZGrwPGISLRp4w8jQ0MAKkggQIAEglQOwcAIKgAqATBQCbh79y8Yn/4czg8j8a70FHpKT+OgshHWZ76HOxmVMd9wMwYZRgAA0qp1gFO/rxFkbAU8vg58sxlNjO7AEipcTzbAl7dNsf4DH9SrYomTd57i3zPnYWxkgAVD2sDWrGi5dEpKitb7ik7+e/TogTFjxmDTpk3qVXbOnj2LcePGoVevwscy6YKdnR2kUikePnyoUf7w4UM4ORU+Bksul0MulxcoN7ewgrmltT7CpDJOoVBAaiiDuYU1jIz4B78iYhsgtgFiGyCFQgGJkRxmVrZatYFKPm0AnzZAwiXgxAoYXPs/dJf+he7Sv5Aud4BZ9iMIkEDSbjbMW04DDP4bt1+5HmBaCYYZT/F/fUwx7HcD3HuagQHf/YVF79bDvkv3AQAfNKoGR2uzIl+PmHYsekbBunXr4OHhgWbNmsHY2BjGxsZo0aIFatSogbVr14o9ndZkMhkaNmyIo0ePqstUKhWOHj2KZs2a6a1eIiIiIiIAQOUGwIAfgQ9PAXX7AJDALPsRYGIDyZDdQOsZ/0v8gbxJxK7NAQCuaVH4dUJLdKjtgJxcFWbuuYyTt5/C0ECCUa3cS+wSRPf8W1tbY9++fbh165Z6rH3t2rVRo0YNnQf3sqCgIAQEBMDPzw+NGzfGmjVrkJ6erl79h4iIiIhI7xzrAv1CgTbBwI2DQL0+gHW1wvd1bQlc+z8g9iSsWk3DN0P98GXEbaz+/SYEAejl44yqNqYlFrrWyf/cuXMRHBwMU9O84Ozs7NCzZ0+9BVaYAQMG4PHjx5g7dy4SExPh4+ODQ4cOFZgETERERESkd/a18h6v4/bfgjjxZwFlLgykhpjY3hO+1WwQfjURE9p56j/OF2g97Oezzz5DWlqa+rmrqyvu3r2rl6BeZ8KECbh37x6ys7Nx9uxZNGnSpMRjICIiIiLSikNdwNgKyEnLmzPwn5aedgh5tx7sLQrOT9UnrZP/l28HIPL2AEREREREFY+BAVAtb9w/7p0s3VhQhAm/REREREQkQv7QnzKQ/Gs95l8ikSA1NRXGxsYQBAESiQRpaWkF1hV9013FiIiIiIgqFNf85P80oFICBtJSC0Xr5F8QBNSsWVPjua+vr8ZziUQCpVKp2wiJiIiIiN5mTvUBmQWQnQw8jM5bMrSUaJ38R0RE6DMOIiIiIqLySWoIVGsK3A4H7p16O5J/f39/fcZBRERERFR+uTbPS/5j/wSaflhqYXDCLxERERGRvrm1zPt57xSgUpVaGEz+iYiIiIj0zdkXMDIFMpOAx9dLLQwm/0RERERE+iY1Alwa5/1eikt+MvknIiIiIioJrvlDf96S5F+hUMDQ0BDR0dH6ioeIiIiIqHxy/e9Ov7EnAUEolRBEJf9GRkaoVq0a1/InIiIiIhKrSkNAKgfSHwFPb5dKCKKH/cyePRuzZs1CUlKSPuIhIiIiIiqfjIyBqo3yfo/9s1RC0Hqd/3zr16/H7du34ezsDFdXV5iZmWlsv3Dhgs6CIyIiIiIqV9xaAPf+zFvy0294iVcvOvnv3bu3HsIgIiIiIqoAXFvk/bz337h/iaREqxed/M+bN08fcRARERERlX9VGwEGRkDKfeBZLGDrXqLVc6lPIiIiIqKSIjMFqryT93spLPkpOvlXKpVYuXIlGjduDCcnJ9ja2mo8iIiIiIjoNdRDf06VeNWik/+QkBCsXr0aAwYMQHJyMoKCgtCnTx8YGBhg/vz5egiRiIiIiKgccfsv+S+FFX9EJ/9bt27Ft99+i2nTpsHQ0BADBw7Ed999h7lz5+LMmTP6iJGIiIiIqPxwaQJIpMDze0DyvyVatejkPzExEd7e3gAAc3NzJCcnAwB69OiBAwcO6DY6IiIiIqLyRm4BOPvk/V7CQ39EJ/9Vq1ZFQkICAMDDwwNHjhwBAPz999+Qy+W6je4/sbGxGDlyJNzd3WFiYgIPDw/MmzcPOTk5eqmPiIiIiEivnOrn/Xx6p0SrFb3U53vvvYejR4+iSZMmmDhxIoYMGYJNmzYhLi4OU6dO1UeMuH79OlQqFb7++mvUqFED0dHRGD16NNLT07Fy5Uq91ElEREREpDfmDnk/0x+VaLWik/+lS5eqfx8wYACqVauG06dPw9PTEz179tRpcPm6dOmCLl26qJ9Xr14dN27cwIYNG5j8ExEREdHbx8w+72daGU/+X9asWTM0a9ZMF7GIkpyc/MalRbOzs5Gdna1+npKSAgBQKBRQKBR6jY/Kpvz3ne9/xcU2QGwDxDZAZaENSEwqwRCAKu0RlMWMQ8x1SARBEMRW8MMPP2Djxo2IiYnB6dOn4erqijVr1sDd3R3vvvuu2NOJdvv2bTRs2BArV67E6NGjX7nf/PnzERISUqB827ZtMDU11WeIRERERESvZJt2A61ufYY0mQOO1i3eSJaMjAwMGjQIycnJsLS0fO2+opP/DRs2YO7cuZgyZQo+++wzREdHo3r16ggLC8PmzZsRERGh9bmCg4OxbNmy1+5z7do1eHl5qZ/fv38f/v7+aNOmDb777rvXHltYz7+LiwsSEhJQqVIlreOk8kOhUCA8PBwdO3aEkZFRaYdDpYBtgNgGiG2AykQbSLoDow1NIMjMkDvjXrFOlZKSAjs7O62Sf9HDfr744gt8++236N27t8b4fz8/P0yfPl3UuaZNm4bAwMDX7lO9enX17w8ePEDbtm3RvHlzfPPNN288v1wuL3QFIiMjI/5jr+DYBohtgNgGiG2ASrUNWDkDACQ56TASFICs6KNSxFyD6OQ/JiYGvr6+BcrlcjnS09NFncve3h729vZa7Xv//n20bdsWDRs2RGhoKAwMRK9SSkRERERUNsgtAENjIDcrb8UfmVuJVCs6g3Z3d0dUVFSB8kOHDqF27dq6iKmA+/fvo02bNqhWrRpWrlyJx48fIzExEYmJiXqpj4iIiIhIryQSwOy/5T7THpdYtaJ7/oOCgjB+/HhkZWVBEAT89ddf2L59O5YsWfLGMfhFFR4ejtu3b+P27duoWrWqxrYizFcmIiIiIip95vZAclyJrvUvOvkfNWoUTExMMGfOHPXMYmdnZ6xduxYffPCBPmJEYGDgG+cGEBERERG9VdQ9/2U4+QeAwYMHY/DgwcjIyEBaWhocHBx0HRcRERERUflmXvI3+irWTb5MTU25Xj4RERERUVHk9/yX4LAf0RN+Hz58iKFDh8LZ2RmGhoaQSqUaDyIiIiIi0oK5Y97PstzzHxgYiLi4OHz66aeoXLkyJBKJPuIiIiIiIirf8of9pJfh1X7+/PNP/PHHH/Dx8dFDOEREREREFUQpTPgVPezHxcWFy2sSERERERWXef6Y/5Lr+Red/K9ZswbBwcGIjY3VQzhERERERBWE2X/DfrJTAEVWiVSp1bAfGxsbjbH96enp8PDwgKmpKYyMjDT2TUpK0m2ERERERETlkbEVIJUBypy8FX+sq+m9Sq2S/zVr1ug5DCIiIiKiCkYiyRv3n/IvkPa47CT/AQEB+o6DiIiIiKjiMbfPS/5LaK1/rVf7yc3NhVKphFwuV5c9fPgQGzduRHp6Onr16oWWLVvqJUgiIiIionKphFf80Tr5Hz16NGQyGb7++msAQGpqKho1aoSsrCxUrlwZn3/+Ofbt24du3brpLVgiIiIionJFvdZ/yST/Wq/2c/LkSfTt21f9fMuWLVAqlbh16xYuXbqEoKAgrFixQi9BEhERERGVS+qe/5JZ7lPr5P/+/fvw9PRUPz969Cj69u0LKysrAHnzAv755x/dR0hEREREVF6p1/ovYz3/xsbGyMzMVD8/c+YMmjRporE9LS1Nt9EREREREZVn+Wv9l7Wefx8fH/zwww8AgD/++AMPHz5Eu3bt1Nvv3LkDZ2dn3UdIRERERFRelXDPv9YTfufOnYuuXbvip59+QkJCAgIDA1G5cmX19p9//hktWrTQS5BEREREROVSWV3tx9/fH+fPn8eRI0fg5OSEfv36aWz38fFB48aNdR4gEREREVG5ld/zn/UcyM0BDGV6rU7r5B8Aateujdq1axe6bcyYMToJiIiIiIiowjC2BgwMAVUukP4YsKqi1+q0HvNPREREREQ6ZmDwwqTfh/qvTu81EBERERHRq+Un/+n6X/HnrUv+s7Oz4ePjA4lEgqioqNIOh4iIiIioeMxLbtLvW5f8z5w5k0uKEhEREVH5Ye6Y97MElvsUNeH3RTk5OXj06BFUKpVGebVq1Yod1KscPHgQR44cwZ49e3Dw4EG91UNEREREVGJK8EZfopP/W7duYcSIETh16pRGuSAIkEgkUCqVOgvuRQ8fPsTo0aPxyy+/wNTUVKtjsrOzkZ2drX6ekpICAFAoFFAoFHqJk8q2/Ped73/FxTZAbAPENkBlrQ0YmFSCFIAqNRHKIsQk5jpEJ/+BgYEwNDTE/v37UblyZUgkErGnEE0QBAQGBmLcuHHw8/NDbGysVsctWbIEISEhBcojIiK0/gBB5VN4eHhph0CljG2A2AaIbYDKShuoknQffgCexl3Hqd9+E318RkaG1vtKBEEQxJzczMwM58+fh5eXl+jAXhYcHIxly5a9dp9r167hyJEj+Omnn3D8+HFIpVLExsbC3d0dFy9ehI+PzyuPLazn38XFBQkJCahUqVKx46e3j0KhQHh4ODp27AgjI6PSDodKAdsAsQ0Q2wCVtTYgiTkBw219INjVQu7Yk6KPT0lJgZ2dHZKTk2FpafnafUX3/NepUwdPnjwRHVRhpk2bhsDAwNfuU716dRw7dgynT5+GXC7X2Obn54fBgwdj8+bNhR4rl8sLHAMARkZGZeKNptLDNkBsA8Q2QGwDVGbagFVlAIAk/XGR4hFzjOjkf9myZZg5cyYWL14Mb2/vApW96dPGi+zt7WFvb//G/datW4dFixapnz948ACdO3fGzp070aRJE+2DJyIiIiIqa/KX+sxMApQKQKq/DySik/8OHToAANq3b69Rrs8Jvy+vIGRubg4A8PDwQNWqVXVeHxERERFRiTGxBSRSQFAC6U8Ay8p6q0p08h8REaGPOIiIiIiIKiYDA8DMDkh7mLfWf1lK/v39/fURhyhubm4QOU+ZiIiIiKjsMnPIS/71vNZ/kW7y9fz5c2zatAnXrl0DANStWxcjRoyAlZWVToMjIiIiIqoQzO2Bh9D7XX4NxB5w7tw5eHh44PPPP0dSUhKSkpKwevVqeHh44MKFC/qIkYiIiIiofDP7b9Jvmn6Tf9E9/1OnTkWvXr3w7bffwtAw7/Dc3FyMGjUKU6ZMwYkTJ3QeJBERERFRuWb+3wqY6WVs2M+5c+c0En8AMDQ0xMyZM+Hn56fT4IiIiIiIKoQS6vkXPezH0tIScXFxBcrj4+NhYWGhk6CIiIiIiCqU/LX+y9qY/wEDBmDkyJHYuXMn4uPjER8fjx07dmDUqFEYOHCgPmIkIiIiIirfzP4b9lPWVvtZuXIlJBIJhg0bhtzcXAB5txT+8MMPsXTpUp0HSERERERU7uX3/Kc91Gs1opN/mUyGtWvXYsmSJbhz5w6AvDvtmpqa6jw4IiIiIqIKIX/Mf8ZTQJkLSIu0Iv8biR72M2LECKSmpsLU1BTe3t7w9vaGqakp0tPTMWLECH3ESERERERUvplWAiABIOR9ANAT0cn/5s2bkZmZWaA8MzMTW7Zs0UlQREREREQVitQQMLPL+12Pk361/j4hJSUFgiBAEASkpqbC2NhYvU2pVOK3336Dg4ODXoIkIiIiIir3zBzy1vnX43KfWif/1tbWkEgkkEgkqFmzZoHtEokEISEhOg2OiIiIiKjCMLcHHkGvN/rSOvmPiIiAIAho164d9uzZA1tbW/U2mUwGV1dXODs76yVIIiIiIqJyrwRu9KV18u/v7w8AiImJQbVq1SCRSArsExcXh2rVqukuOiIiIiKiiqIEbvQlesJv9erV8fhxwa8inj59Cnd3d50ERURERERU4ZTAjb5EJ/+CIBRanpaWpjEJmIiIiIiIRCiBnn+th/0EBQUByJvYO3fuXI2beimVSpw9exY+Pj46D5CIiIiIqEJQj/kvAxN+L168CCCv5//KlSuQyWTqbTKZDA0aNMD06dN1HyERERERUUVg/t+wn7LQ8x8REQEAGD58ONauXQtLS0u9BUVEREREVOHk9/ynPwFUKsBA9Aj9N9I6+c8XGhqq8yCIiIiIiCq8/Dv8CkogM+l/z3VIdPLfrl27124/duxYkYMhIiIiIqqwpEaAiW1e4p/2SC/Jv+jvEho0aKDxqFOnDnJycnDhwgV4e3vrPMAXHThwAE2aNIGJiQlsbGzQu3dvvdZHRERERFSi9Lzij+ie/88//7zQ8vnz5yMtLa3YAb3Knj17MHr0aCxevBjt2rVDbm4uoqOj9VYfEREREVGJM7MHHl/X24o/opP/VxkyZAgaN26MlStX6uqUarm5uZg8eTJWrFiBkSNHqsvr1Knz2uOys7ORnZ2tfp6SkgIAUCgUUCgUOo+Tyr78953vf8XFNkBsA8Q2QGW5DUhN7WAAQJmSAJWW8Ym5Dp0l/6dPn9bbTb4uXLiA+/fvw8DAAL6+vkhMTISPjw9WrFiBevXqvfK4JUuWICQkpEB5RESExn0KqOIJDw8v7RColLENENsAsQ1QWWwD9R6nwwPA3ctncPWpq1bHZGRkaH1+0cl/nz59NJ4LgoCEhAScO3cOn376qdjTaeXu3bsA8oYWrV69Gm5ubli1ahXatGmDmzdvwtbWttDjPvnkE/XNyYC8nn8XFxe0bdsWlSpV0kusVLYpFAqEh4ejY8eOMDIyKu1wqBSwDRDbALENUFluAwYnbwKRR+DhZAG3bt20OiZ/dIs2RCf/VlZWGs8NDAxQq1YtLFiwAJ06dRJ1ruDgYCxbtuy1+1y7dg0qlQoAMHv2bPTt2xdA3pKjVatWxa5duzB27NhCj5XL/7+9Ow9r6kr/AP4NgYR9k10RRBHcQJRq0apobVGrozN2sxak49qKjuLGVATcrdWq1Wo7VkWnrm1t66h1GRWt1lEroFIUXEBoC+7sW0ju7w/K/RlBTSBh/X6eJ0/l5OTe9yZH++ZyznvkkMvlVdqNjIwa3AdNdYtjgDgGiGOAOAaoQY4BSycAgEHRfRhoGJs211Cvdf5nzJiB0NDQZ/bx8PBAVlYWAPU5/nK5HB4eHsjIyNBZPERERERE9aqy2k9BA6n286Rbt26huLgYHTp0gIGWu5DZ29vD3t7+uf26d+8OuVyOlJQUvPTSSwAqfl2Tnp4ONzfN5kIRERERETV4Zn/mxoX6qfajcbauUCgQHR2NYcOGYfHixVAqlRg1ahQ8PT3h4+ODzp07Iz09XS9BWlpaYtKkSYiOjsaRI0eQkpKC999/HwDwxhtv6OWcRERERER1ztyx4r+F94A/p77rksbJf0REBDZs2AAnJyds3rwZf/vb35CQkIAdO3Zg165dMDQ0xNy5c3UeYKWPP/4Yb7/9NoKDg/HCCy/g9u3bOH78OGxsbPR2TiIiIiKiOlV5519VDpTk6PzwGk/7+eabbxAbG4shQ4YgNTUV3t7eOHDgAAYPHgwAcHBwwOjRo3UeYCUjIyOsWLFCL/sIEBERERE1CIYywNi6IvEvuAuYVl/VsqY0vvP/xx9/wNfXFwDQvn17yOVytGvXTny+ffv2yM7O1mlwRERERETNTuWi30LdL/rV+M6/UqlUKyNkaGgIqVQq/mxgYABBEHQbXT1RKpUNcsc3qj2FQgFDQ0OUlJRAqVTWdzg1ZmRkpPb3j4iIiJoQMwfgfqpeKv5oVe3n8OHDYp1/lUqFY8eOISkpCQCQk5Oj8+DqmiAIyM7ObhLXQtUTBAFOTk7IzMyERCKp73BqxdraGk5OTo3+OoiIiOgJ5vqr+KNV8j9mzBi1n5/cXKuxJyGVib+DgwNMTU0b/fVQVSqVCgUFBTA3N9e6NG1DIQgCioqKcPduxd0AZ2fneo6IiIiIdMpMf7X+NU7+VXooNdSQKJVKMfFv0aJFfYdDeqJSqVBWVgZjY+NGm/wDgImJCQDg7t27cHBw4BQgIiKipkS886/75L/xZj86VjnH39TUtJ4jIdJM5Vjl+hQiIqImRrzzr/tpP0z+n8CpPtRYcKwSERE1UXqs9sPkn4iIiIioIeGdf6LqxcXFQSKRiBWaYmNjYW1tXa8xEREREdXK43P+dVxKn8l/IxcYGIhp06ZVaW/oSXB6ejokEon4sLW1Rb9+/fDTTz9pdZxevXohKytLLEGrCRsbG0ilUkgkEhgaGqJ169YIDw9HaWmpVueu7r1/8ssIERERkdYq7/wry4CSXJ0emsk/6ZVSqXxmpaj//ve/yMrKwqlTp+Di4oKhQ4fizp07Gh9fJpPVqNb9pk2bkJWVhbS0NKxfvx7//ve/sWjRIq2OQURERKQXRsaA3LLizzqu9a9R8m9jYwNbW1uNHk2FIAgoKiuvl4c+dkoODQ3FiBEjMH/+fNjb28PS0hKTJk1CWVmZ2CcwMBBhYWEICwuDlZUV7OzsMG/ePLV4SktLMXPmTLRs2RJmZmbo2bMn4uLixOcrf+Owb98+dOzYEXK5HBkZGU+Nq0WLFnByckLnzp3x4YcfIi8vD+fOnROf//e//w1/f39YWFjAyckJ77zzjljfHqj5nfbKDbJcXV0xdOhQDB8+HPHx8VXer8dNmzYNgYGB4vMnT57EmjVrxN9epKeno3///gAq/s5IJBKEhoaK79vUqVPh4OAAY2NjvPTSS7hw4UKV6zh27Bj8/f1hamqKXr16ISUlRavrIiIioibC7M+pPzqu9a9Rnf/Vq1fr9KSNQbFCiY5Rh+vl3MkLgmAq02r/NY0cO3YMxsbGiIuLQ3p6Ot577z20aNECixcvFvts3boVY8eOxfnz5/HLL79gwoQJaN26NcaPHw8ACAsLQ3JyMnbt2gUXFxd89913GDRoEK5cuQJPT08AQFFRET766CN8+eWXaNGiBRwcHJ4bW3FxMbZt2wag4m5+JYVCgYULF8LLywt3795FeHg4QkNDcfDgQZ29L6mpqTh+/LiYqGtizZo1SE1NRefOnbFgwQIAgL29Pb799luMHDkSKSkpsLS0FOvxz549G99++y22bt0KNzc3LF++HEFBQbhx44bal+a5c+di5cqVsLe3x6RJk/D3v/8dZ86c0dm1EhERUSNh7gA8vAkUaD4jQhMaZZhP7uxLjZNMJsPmzZthamqKTp06YcGCBZg1axYWLlwobnjl6uqKVatWQSKRwMvLC1euXMGqVaswfvx4ZGRkYMuWLcjIyICLiwsAYObMmTh06BC2bNmCJUuWAKhI2NevXw9fX9/nxtSrVy8YGBigqKgIgiCge/fuePnll8Xn//73v4t/9vDwwKeffooXXnhB3KW3pkaPHg2pVIry8nKUlpZi6NCh+Oc//6nx662srCCTyWBqagonJyexvTKRd3BwENdcFBYWYsOGDYiNjcXgwYMBABs3bsTRo0exadMmzJo1S3z94sWL0a9fPwBAREQEXnvtNZSUlMDY2LjG10pERESNUOWdfx1P+9Eo+c/Ly4OlpaX452ep7NfYmRhJkbwgqN7OrQ++vr5qm5gFBASgoKAAmZmZcHNzAwC8+OKLavPnAwICsHLlSiiVSly5cgVKpRLt27dXO25paanarsgymQw+Pj4axbR79254e3sjKSkJs2fPRmxsLIyMjMTnL168iJiYGFy6dAmPHj0S1w9kZGSgY8eO2r8Jf1q5ciVeffVVKJVK3LhxA+Hh4QgODsauXbtqfMynuXnzJhQKBXr37i22GRkZoUePHrh69apa38ffN2dnZwAVu/i2bt1a53ERERFRA1ZZ678+pv3Y2NggKytLvJtZ3eJKQRAgkUigVCp1GmB9kUgkepl6o2uWlpbIza26CjwnJ0erCjiaKCgogFQqxcWLFyGVqn9BefwuvImJicYLcF1dXeHp6QlPT0+Ul5fjr3/9K5KSkiCXy1FYWIigoCAEBQVh+/btsLe3R0ZGBoKCgtTWKtSEk5MT2rVrBwDw8vJCfn4+Ro0ahUWLFqFdu3YwMDCosvaiLnbSffyLT+V7+KwF00RERNREmelnoy+Nstvjx4+L0xlOnDih0wCodry8vHDkyJEq7fHx8VXu0F+6dAnFxcXiPPT//e9/MDc3h6urq9jn8cW2lX08PT0hlUrh5+cHpVKJu3fvok+fPjq/ltdffx1RUVFYv349pk+fjmvXruHBgwdYtmyZGOMvv/yi8/MCEL/MFBcXA6iYv5+UlKTWJzExUS05l8lkVb7sVq5XeLy9bdu2kMlkOHPmjPgbFoVCgQsXLlRbppWIiIjo/+/818O0n8o5yE/+merf+++/j3Xr1mHq1KkYN24c5HI5Dhw4gJ07d+I///mPWt+ysjKMHTsWkZGRSE9PR3R0NMLCwsT5/kDFdJrw8HBMnDgR8fHxWLt2LVauXAkAaN++PUaPHo2QkBCsXLkSfn5+uHfvHo4dOwYfHx+89tprtboWiUSCqVOnIiYmBhMnTkTr1q0hk8mwdu1aTJo0CUlJSVi4cGGtzlEpJycH2dnZUKlUuH79OhYsWID27dujQ4cOAIABAwbg448/xrZt2xAQEICvvvoKSUlJ8PPzE4/h7u6Oc+fOIT09Hebm5rC1tYWbmxskEgn279+PIUOGwMTEBObm5nj//fcxa9Ys2NraonXr1li+fDmKioowduxYnVwPERERNTHm+rnzX+M6/0VFRbh27RouX76s9qC65eHhgVOnTuHatWsYOHAgevbsiT179uDrr7/GoEGD1Pq+/PLL8PT0RN++ffHWW2/hL3/5C2JiYtT6hISEoLi4GD169MDkyZPxj3/8AxMmTBCf37JlC0JCQjBjxgx4eXlhxIgRuHDhgs7mpI8ZMwYKhQLr1q2Dvb09YmNj8fXXX6Njx45YtmwZVqxYoZPzjB07Fs7OzmjVqhVGjRqFTp064ccff4ShYcX34aCgIMybNw+zZ8/GCy+8gPz8fISEhKgdY+bMmZBKpejYsaM4Jally5aYP38+IiIi4OjoiLCwMADAsmXLMHLkSAQHB6Nbt264ceMGDh8+DBsbG51cDxERETUxZvq58y8RtCwqf+/ePbz33nv48ccfq32+Ic/5z8vLg5WVFe7fv6+2QBUASkpKkJaWhjZt2jTJyiqhoaHIycnB999//9Q+gYGB6Nq1a5Mu7apSqcQF7I//xqMxaupjVl8UCgUOHjyIIUOGqE3jouaDY4A4BqhRjIFH6cAaX8DQGJibDTxjPWVljpubm/vc4jtaZz/Tpk1DTk4Ozp07BxMTExw6dAhbt26Fp6cn9u3bp+3hNJaamorhw4fDzs4OlpaWeOmll7j+gIiIiIiapso7/+UlQGm+zg6rdfJ//PhxfPLJJ/D394eBgQHc3Nzw7rvvYvny5Vi6dKnOAnvS0KFDUV5ejuPHj+PixYvw9fXF0KFDkZ2drbdzEhERERHVC5kpIPuzmqIOa/1rXcuysLBQ3LHVxsYG9+7dQ/v27dGlSxfEx8frLLDH3b9/H9evX8emTZvEOujLli3D+vXrkZSUpLbJElUvNjb2uX3i4uL0HgcRERERacjMHigrqKj136KtTg6pdfLv5eWFlJQUuLu7w9fXF1988QXc3d3x+eefi5sS6VqLFi3g5eWFbdu2oVu3bpDL5fjiiy/g4OCA7t27P/V1paWlKC0tFX+u3KBMoVBUqdmuUCggCAJUKhXrqjdhlUtcKj/rxkylUkEQBCgUiir7LtDTVf7dr4t9G6hh4hggjgFqLGNAamYPg0dpKM/LgvCMWLW5Dq0X/H711VcoLy9HaGgoLl68iEGDBuHhw4eQyWSIjY3FW2+9pc3hNPbbb79hxIgRiI+Ph4GBARwcHHDgwAG10otPiomJwfz586u079ixQ22nWwAwNDSEk5MTXF1dxVrtRA1ZWVkZMjMzkZ2djfLy8voOh4iIiHTshVtr4JJ7EZdahSDdfuBT+xUVFeGdd97RaMGv1sl/dSe7du0aWrduDTs7O61eGxERgY8++uiZfa5evSqWlFQoFJg7dy5MTEzw5ZdfYt++fbhw4cJTf+NQ3Z1/V1dXZGVlVVvtJzMzE+7u7qyc0oQJgoD8/HxYWFhovAtxQ1VSUoL09HS4urpyzGpBoVDg6NGjeOWVVxpuhQfSK44B4higxjIGDH6cCWl8LJQvzYSqX8RT++Xl5cHOzk6j5F/raT9PMjU1Rbdu3VBSUoIVK1Zg5syZGr92xowZCA0NfWYfDw8PHD9+HPv378ejR4/EC1q/fj2OHj2KrVu3IiKi+jdDLpdDLpdXaTcyMqryQSuVSkgkEhgYGDT6EpD0dJVTfSo/68bMwMAAEomk2vFMz8f3jTgGiGOAGvwYsKhY1yotfgDpM+LU5hq0Sv7v3buHc+fOQSaT4eWXX4ZUKoVCocD69euxdOlSlJeXa5X829vbw97e/rn9ioqKAKBKsmZgYNDo520TEREREVXL/M88uT6q/Zw+fRpDhw5FXl4eJBIJ/P39sWXLFowYMQKGhoaIiYnBmDFjdBbY4wICAmBjY4MxY8YgKioKJiYm2LhxI9LS0vDaa6/p5ZxERERERPVK3OX3rs4OqfG8h8jISAwZMgSXL19GeHg4Lly4gL/+9a9YsmQJkpOTMWnSJJiYmOgssMfZ2dnh0KFDKCgowIABA+Dv74/Tp0/jhx9+gK+vr17OSY1DYGAgpk2bJv7s7u7epHcoJiIiombE/M/kv7Aekv8rV64gMjISnTt3xoIFCyCRSLB8+XK8/vrrOgvmWfz9/XH48GE8ePAAeXl5OHv2LAYPHlwn527IQkNDMWLEiPoOQ2uhoaGQSCTinPU2bdpg9uzZKCkp0eo4e/fuxcKFCzXuP3/+fNjY2EAqlUIikcDKygp9+vTByZMntTpvXFwcJBIJcnJy1Nqf/DJCREREVGNmf077KdDdtB+Nk/9Hjx6J1XxMTExgamqKzp076ywQaprKysqe+tygQYOQlZWFW7duYdWqVfjiiy8QHR2t1fFtbW1hYWGh1Wu8vb3x+++/IysrC2fPnoWnpyeGDh2K3NxcrY5DREREpFeVd/4VhUBpgU4OqVW5k+TkZFy+fBmXL1+GIAhISUkRf658NBmCAJQV1s+jdtVX1Zw8eRI9evSAXC6Hs7MzIiIixJrw+/fvh7W1NZRKJQAgMTEREolErXrSuHHj8O6774o/nz59Gn369IGJiQlcXV0xdepUFBYWis+7u7tj4cKFCAkJgaWlJSZMmPDU2ORyubi3wogRIzBw4EAcPXpUfP7BgwcYNWoUWrZsCVNTU3Tp0gU7d+5UO0ZN7rRX7ung5OSEjh07YsGCBSgoKEBqaioAID09HRKJBImJieJrcnJyIJFIEBcXh/T0dPTv3x9AxS7XEokEoaGhCA0NxcmTJ7FmzRrxtxrp6ekAnv05VF7H1KlTMXv2bNja2sLJyQkxMTFaXRcRERE1MTJzwPDPafU6mvqjVbWfl19+GY9vCzB06FAAFWUTBUGARCIRE8lGT1EELHGpn3N/+AcgM6v1YX7//XcMGTIEoaGh2LZtG65du4bx48fD2NgYMTEx6NOnD/Lz85GQkAB/f3+cPHkSdnZ2iIuLE49x8uRJzJkzBwBw8+ZNDBo0CIsWLcLmzZtx7949hIWFISwsDFu2bBFfs2LFCkRFRWl1Fz8pKQk///wz3NzcxLaSkhJ0794dc+bMgaWlJQ4cOIDg4GC0bdsWPXr0qPX7A1TsBbFlyxZYW1vDy8tLo9e4urri22+/xciRI5GSkgJLS0txvUtqaqo4NQ6oqGj1vM+h0tatWxEeHo5z587h7NmzCA0NRe/evfHKK6/o5FqJiIiokZFIKir+5GRUTP2x9aj1ITVO/tPS0mp9Mqpb69evh6urK9atWweJRAJvb2/88ccfmDNnDqKiomBlZYWuXbsiLi4O/v7+iIuLw/Tp0zF//nwUFBQgNzcXN27cQL9+/QAAS5cuxejRo8U77Z6envj000/Rr18/bNiwQdxoasCAAZgxY8Zz49u/fz/Mzc1RXl6O0tJSGBgYYN26deLzLVu2VCsdO2XKFBw+fBh79uypVfKfnJws7hdRVFQECwsL7N69+7mbYlSSSqWwtbUFADg4OMDa2lp8TiaTwdTUFE5OTmLb8z6HyhK2Pj4+4hcmT09PrFu3DseOHWPyT0RE1JyZOVQk/3V95//xO7LNgpFpxR34+jq3Dly9ehUBAQFqO9n27t0bBQUF+O2339C6dWv069cPcXFxmDFjBn766ScsXboUe/bswenTp/Hw4UO4uLjA09MTAHDp0iVcvnwZ27dvF48nCAJUKhXS0tLQoUMHABWLszXRv39/bNiwAYWFhVi1ahUMDQ0xcuRI8XmlUoklS5Zgz549+P3331FWVobS0lKYmtbu/fH09MS+fftgYGCA/Px87N69G2+88QZOnDihceza0ORzACqS/8c5Ozvj7l3dre4nIiKiRshct+U+a73Db5Mlkehk6k1DFxgYiM2bN+PSpUswMjKCt7c3AgMDERcXh0ePHol3/QGgoKAAEydOxNSpU6scpzKBBQAzM83eNzMzM7Rr1w4AsHnzZvj6+mLTpk0YO3YsAODjjz/GmjVrsHr1anTp0gVmZmaYNm3aMxcRa8LIyAjt2rUT77j7+fnh+++/x+rVq/HVV1+J7Y9PcVMoFLU6p6ZxPU4ikXATOyIiouZOLPepm4o/Wi34pcalQ4cOOHv2rFoSe+bMGVhYWKBVq1YAIM77X7VqlZjoVyb/cXFxCAwMFF/brVs3JCcno127dlUeMpmsVrEaGBjgww8/RGRkJIqLi8VYhw8fjnfffRe+vr7w8PAQF+XqmlQqFc9buet0VlaW+Pzji38BiNf75BoXmUxWpU2Tz4GIiIioWjre6IvJfxOQm5uLxMREtUdmZiY++OADZGZmYsqUKbh27Rp++OEHREdHIzw8XLy7bWNjAx8fH2zfvl1M9Pv27Yv4+Hikpqaq3fmfM2cOfv75Z4SFhSExMRHXr1/HDz/8gLCwMJ1cxxtvvAGpVIrPPvsMQMX0nKNHj+Lnn3/G1atXMXHiRNy5c6fW5ykvL0d2djays7Nx/fp1LFq0CMnJyRg+fDiAilK2L774IpYtW4arV6/i5MmTiIyMVDuGm5sbJBIJ9u/fj3v37qGgoKL8lru7O86dO4f09HTcv38fKpVKo8+BiIiIqFo63uhLq8xDEARkZGRovRET6VdcXBz8/PzUHvPnz0fLli1x8OBBnD9/Hr6+vpg0aRLGjh1bJZHt168flEqlmPzb2tqiY8eOcHJyUquA4+Pjg5MnTyI1NRV9+vSBn58foqKi4OKim6pIhoaGCAsLw/Lly1FYWIjIyEh069YNQUFBCAwMhJOTk042NLt27RpatmwJZ2dndO3aFXv27MGGDRsQEhIi9tm8eTPKy8vRvXt3TJs2DYsWLVI7RsuWLTF//nxERETA0dFR/AI0c+ZMSKVSdOzYEfb29sjIyND4cyAiIiKqQscbfUkEQfOi8iqVCsbGxvj111/FRaCNSV5eHqysrHD//n20aNFC7bmSkhKkpaWhTZs2YtUaanpUKhXy8vJgaWnZ6O+6c8zWjEKhwMGDBzFkyJAq6yyoeeAYII4BalRj4PbPwJbBFWU+pyZU26Uyx83NzX1u9UKtsh8DAwN4enriwYMH2ryMiIiIiIhqQpzzX08LfpctW4ZZs2YhKSlJJwEQEREREdFTmP857acsH1AU1/pwWpf6DAkJQVFREXx9fSGTycSdTSs9fPiw1kEREREREREAuSUglQPK0oqKPza123tL6+R/9erVtTohERERERFpSCKpqPiTm1lR67+uk/8xY8bU6oQNnRbrn4nqFccqERFRM2FmX5H866DWf43Kndy8eRORkZEYNWoU7t6tCOLHH3/Er7/+WuuA6kvlSu+ioqJ6joRIM5VjtcFXKSAiIqLa0WGtf63v/J88eRKDBw9G7969cerUKSxevBgODg64dOkSNm3ahG+++abWQdUHqVQKa2tr8cuMqakpJBJJPUdFuqZSqVBWVoaSkpJGW+pTEAQUFRXh7t27sLa2hlQqre+QiIiISJ96TgQ6vw608q/1obRO/iMiIrBo0SKEh4fDwsJCbB8wYADWrVtX64Dqk5OTEwCIXwCo6REEAcXFxTAxMWn0X+6sra3FMUtERERNWNsBOjuU1sn/lStXsGPHjirtDg4OuH//vk6Cqi8SiQTOzs5wcHCAQqGo73BIDxQKBU6dOoW+ffs26ukyRkZGvONPREREWtM6+be2tkZWVhbatGmj1p6QkICWLVvqLLD6JJVKmVg1UVKpFOXl5TA2Nm7UyT8RERFRTWg96fntt9/GnDlzkJ2dDYlEApVKhTNnzmDmzJkICQnRR4xERERERKQDWif/S5Ysgbe3N1xdXVFQUICOHTuib9++6NWrFyIjI/URIxERERER6YDW035kMhk2btyIefPmISkpCQUFBfDz84Onp6c+4iMiIiIiIh3ROvmv1Lp1a7i6ugJAo6maUrkpUn5+Pud7N1MKhQJFRUXIy8vjGGimOAaIY4A4BqipjYG8vDwAmm0AWqPkf9OmTVi1ahWuX78OAPD09MS0adMwbty4mhyuzjx48AAAqixWJiIiIiJq7PLz82FlZfXMPlon/1FRUfjkk08wZcoUBAQEAADOnj2L6dOnIyMjAwsWLKhZtHXA1tYWAJCRkfHcN4aapry8PLi6uiIzMxOWlpb1HQ7VA44B4hggjgFqamNAEATk5+fDxcXluX0lgia/H3iMvb09Pv30U4waNUqtfefOnZgyZUqDrvWfl5cHKysr5ObmNokPmrTHMUAcA8QxQBwD1JzHgNbVfhQKBfz9q24t3L17d5SXl+skKCIiIiIi0j2tk//g4GBs2LChSvu//vUvjB49WidBERERERGR7tV4we+RI0fw4osvAgDOnTuHjIwMhISEIDw8XOz3ySef6CZKHZHL5YiOjoZcLq/vUKiecAwQxwBxDBDHADXnMaD1nP/+/ftrdmCJBMePH69RUEREREREpHtaJ/9ERERERNQ4aT3n/3GZmZnIzMzUVSxERERERKRHWif/5eXlmDdvHqysrODu7g53d3dYWVkhMjISCoVCHzESEREREZEOaL3gd8qUKdi7dy+WL1+utslXTEwMHjx4UG0lICIiIiIiqn9a3/nfsWMHYmNjMXHiRPj4+MDHxwcTJ07Epk2bsGPHDn3EqJXPPvsM7u7uMDY2Rs+ePXH+/Pln9v/666/h7e0NY2NjdOnSBQcPHqyjSElftBkDGzduRJ8+fWBjYwMbGxsMHDjwuWOGGj5t/x2otGvXLkgkEowYMUK/AZLeaTsGcnJyMHnyZDg7O0Mul6N9+/b8/0Ejp+0YWL16Nby8vGBiYgJXV1dMnz4dJSUldRQt6dKpU6cwbNgwuLi4QCKR4Pvvv3/ua+Li4tCtWzfI5XK0a9cOsbGxeo+z3ghasre3F5KTk6u0JycnC3Z2dtoeTqd27dolyGQyYfPmzcKvv/4qjB8/XrC2thbu3LlTbf8zZ84IUqlUWL58uZCcnCxERkYKRkZGwpUrV+o4ctIVbcfAO++8I3z22WdCQkKCcPXqVSE0NFSwsrISfvvttzqOnHRF2zFQKS0tTWjZsqXQp08fYfjw4XUTLOmFtmOgtLRU8Pf3F4YMGSKcPn1aSEtLE+Li4oTExMQ6jpx0RdsxsH37dkEulwvbt28X0tLShMOHDwvOzs7C9OnT6zhy0oWDBw8Kc+fOFfbu3SsAEL777rtn9r9165ZgamoqhIeHC8nJycLatWsFqVQqHDp0qG4CrmNaJ//z588XRo0aJZSUlIhtJSUlwujRo4WYmBidBqetHj16CJMnTxZ/ViqVgouLi7B06dJq+7/55pvCa6+9ptbWs2dPYeLEiXqNk/RH2zHwpPLycsHCwkLYunWrvkIkPavJGCgvLxd69eolfPnll8KYMWOY/Ddy2o6BDRs2CB4eHkJZWVldhUh6pu0YmDx5sjBgwAC1tvDwcKF37956jZP0T5Pkf/bs2UKnTp3U2t566y0hKChIj5HVH62n/SQkJGD//v1o1aoVBg4ciIEDB6JVq1b4z3/+g0uXLuFvf/ub+KhLZWVluHjxIgYOHCi2GRgYYODAgTh79my1rzl79qxafwAICgp6an9q2GoyBp5UVFQEhUIBW1tbfYVJelTTMbBgwQI4ODhg7NixdREm6VFNxsC+ffsQEBCAyZMnw9HREZ07d8aSJUugVCrrKmzSoZqMgV69euHixYvi1KBbt27h4MGDGDJkSJ3ETPWrueWDWi/4tba2xsiRI9XaXF1ddRZQTd2/fx9KpRKOjo5q7Y6Ojrh27Vq1r8nOzq62f3Z2tt7iJP2pyRh40pw5c+Di4lLlHwFqHGoyBk6fPo1NmzYhMTGxDiIkfavJGLh16xaOHz+O0aNH4+DBg7hx4wY++OADKBQKREdH10XYpEM1GQPvvPMO7t+/j5deegmCIKC8vByTJk3Chx9+WBchUz17Wj6Yl5eH4uJimJiY1FNk+qF18r9lyxZ9xEFU75YtW4Zdu3YhLi4OxsbG9R0O1YH8/HwEBwdj48aNsLOzq+9wqJ6oVCo4ODjgX//6F6RSKbp3747ff/8dH3/8MZP/ZiIuLg5LlizB+vXr0bNnT9y4cQP/+Mc/sHDhQsybN6++wyPSKa2T/4bKzs4OUqkUd+7cUWu/c+cOnJycqn2Nk5OTVv2pYavJGKi0YsUKLFu2DP/973/h4+OjzzBJj7QdAzdv3kR6ejqGDRsmtqlUKgCAoaEhUlJS0LZtW/0GTTpVk38HnJ2dYWRkBKlUKrZ16NAB2dnZKCsrg0wm02vMpFs1GQPz5s1DcHAwxo0bBwDo0qULCgsLMWHCBMydOxcGBrXaE5UauKflg5aWlk3urj+gRalPGxsb2NraVnm0adMGQUFBOHr0qD7jfC6ZTIbu3bvj2LFjYptKpcKxY8fE/QieFBAQoNYfAI4ePfrU/tSw1WQMAMDy5cuxcOFCHDp0CP7+/nURKumJtmPA29sbV65cQWJiovj4y1/+gv79+yMxMbFBTGkk7dTk34HevXvjxo0b4hc/AEhNTYWzszMT/0aoJmOgqKioSoJf+WVQEAT9BUsNQrPLBzVdGRwbG1vtY/Xq1UJwcLAgk8mEffv26W9psgZ27dolyOVyITY2VkhOThYmTJggWFtbC9nZ2YIgCEJwcLAQEREh9j9z5oxgaGgorFixQrh69aoQHR3NUp+NnLZjYNmyZYJMJhO++eYbISsrS3zk5+fX1yVQLWk7Bp7Eaj+Nn7ZjICMjQ7CwsBDCwsKElJQUYf/+/YKDg4OwaNGi+roEqiVtx0B0dLRgYWEh7Ny5U7h165Zw5MgRoW3btsKbb75ZX5dAtZCfny8kJCQICQkJAgDhk08+ERISEoTbt28LgiAIERERQnBwsNi/stTnrFmzhKtXrwqfffYZS31qYuXKlUJAQICuDldja9euFVq3bi3IZDKhR48ewv/+9z/xuX79+gljxoxR679nzx6hffv2gkwmEzp16iQcOHCgjiMmXdNmDLi5uQkAqjyio6PrPnDSGW3/HXgck/+mQdsx8PPPPws9e/YU5HK54OHhISxevFgoLy+v46hJl7QZAwqFQoiJiRHatm0rGBsbC66ursIHH3wgPHr0qO4Dp1o7ceJEtf9vr/zMx4wZI/Tr16/Ka7p27SrIZDLBw8ND2LJlS53HXVckgqCb32elpqbixRdfxMOHD3VxOCIiIiIi0jGdrWApLS3l3EgiIiIiogZMZ8n/pk2b0LVrV10djoiIiIiIdEzjUp/h4eHVtufm5iI+Ph6pqak4deqUzgIjIiIiIiLd0jj5T0hIqLbd0tISr7zyCvbu3Ys2bdroLDAiIiIiItItnS34JSIiIiKiho1b1hERERERNRNM/omIiIiImgkm/0REREREzQSTfyIiEoWGhmLEiBH1dv7g4GAsWbJEo75vv/02Vq5cqeeIiIiaFi74JSJqJiQSyTOfj46OxvTp0yEIAqytresmqMdcunQJAwYMwO3bt2Fubv7c/klJSejbty/S0tJgZWVVBxESETV+TP6JiJqJ7Oxs8c+7d+9GVFQUUlJSxDZzc3ONkm59GTduHAwNDfH5559r/JoXXngBoaGhmDx5sh4jIyJqOjjth4iomXBychIfVlZWkEgkam3m5uZVpv0EBgZiypQpmDZtGmxsbODo6IiNGzeisLAQ7733HiwsLNCuXTv8+OOPaudKSkrC4MGDYW5uDkdHRwQHB+P+/ftPjU2pVOKbb77BsGHD1NrXr18PT09PGBsbw9HREa+//rra88OGDcOuXbtq/+YQETUTTP6JiOiZtm7dCjs7O5w/fx5TpkzB+++/jzfeeAO9evVCfHw8Xn31VQQHB6OoqAgAkJOTgwEDBsDPzw+//PILDh06hDt37uDNN9986jkuX76M3Nxc+Pv7i22//PILpk6digULFiAlJQWHDh1C37591V7Xo0cPnD9/HqWlpfq5eCKiJobJPxERPZOvry8iIyPh6emJf/7znzA2NoadnR3Gjx8PT09PREVF4cGDB7h8+TIAYN26dfDz88OSJUvg7e0NPz8/bN68GSdOnEBqamq157h9+zakUikcHBzEtoyMDJiZmWHo0KFwc3ODn58fpk6dqvY6FxcXlJWVqU1pIiKip2PyT0REz+Tj4yP+WSqVokWLFujSpYvY5ujoCAC4e/cugIqFuydOnBDXEJibm8Pb2xsAcPPmzWrPUVxcDLlcrrYo+ZVXXoGbmxs8PDwQHByM7du3i79dqGRiYgIAVdqJiKh6TP6JiOiZjIyM1H6WSCRqbZUJu0qlAgAUFBRg2LBhSExMVHtcv369yrSdSnZ2digqKkJZWZnYZmFhgfj4eOzcuRPOzs6IioqCr68vcnJyxD4PHz4EANjb2+vkWomImjom/0REpFPdunXDr7/+Cnd3d7Rr107tYWZmVu1runbtCgBITk5Wazc0NMTAgQOxfPlyXL58Genp6Th+/Lj4fFJSElq1agU7Ozu9XQ8RUVPC5J+IiHRq8uTJePjwIUaNGoULFy7g5s2bOHz4MN577z0olcpqX2Nvb49u3brh9OnTYtv+/fvx6aefIjExEbdv38a2bdugUqng5eUl9vnpp5/w6quv6v2aiIiaCib/RESkUy4uLjhz5gyUSiVeffVVdOnSBdOmTYO1tTUMDJ7+v51x48Zh+/bt4s/W1tbYu3cvBgwYgA4dOuDzzz/Hzp070alTJwBASUkJvv/+e4wfP17v10RE1FRwky8iImoQiouL4eXlhd27dyMgIOC5/Tds2IDvvvsOR44cqYPoiIiaBt75JyKiBsHExATbtm175mZgjzMyMsLatWv1HBURUdPCO/9ERERERM0E7/wTERERETUTTP6JiIiIiJoJJv9ERERERM0Ek38iIiIiomaCyT8RERERUTPB5J+IiIiIqJlg8k9ERERE1Eww+SciIiIiaiaY/BMRERERNRP/B2njMIrYGX7jAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Trajectory Energy Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Trajectory Fluid Mechanics Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Trajectory Stability and Control Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "Rocket and Parachute Pressure Plots\n", + "\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAk0AAAHHCAYAAACiOWx7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACAUUlEQVR4nO3dd1gUV9sG8Ht3gaV3aRZEULBgQ0XsBbHFaGKs2DVqglFjPqOmGEt8jZpYkthNNCr2JBpNFLFrxAJib0QRFAVUet8y3x+ETTZYFgVmF+7fdXHFnTkz++wjgcdzzpwjEQRBABERERG9kFTsAIiIiIgMAYsmIiIiIh2waCIiIiLSAYsmIiIiIh2waCIiIiLSAYsmIiIiIh2waCIiIiLSAYsmIiIiIh2waCIiIiLSAYsmIqJSVrNmTbzxxhtih1FmatasiREjRujUtkOHDujQoUOZxlPk2LFjkEgkOHbsWLm8H1U+LJqIStmGDRsgkUg0X6ampqhTpw4mTJiApKQkscMzaFu2bMHSpUt1bl+zZk2tvwsLCwu0aNECGzduLLsgS9np06cxa9YspKWlFTtXs2ZNzJo1q1Tf748//oBEIoGbmxvUarVO11y/fh2zZs3CvXv3Xtr24cOHmDVrFi5evPh6gRKJgEUTURmZM2cONm3ahO+//x6tWrXCypUrERAQgJycHLFDM1glLZoAoHHjxti0aRM2bdqEWbNmIT09HcOHD8fatWvLJshSdvr0acyePfuZRVNZCA0NRc2aNfHo0SMcOXJEp2uuX7+O2bNnP7NoOnjwIA4ePKh5/fDhQ8yePZtFExkkFk1EZaR79+4YMmQIxowZgw0bNmDy5MmIjY3Fnj17nntNdnZ2OUb4+gRBQG5urthhvFDVqlUxZMgQDBkyBFOnTsWpU6dgaWmJJUuWiB2a3snOzsaePXswZcoUNGnSBKGhoa99TxMTE5iYmJRCdETiY9FEVE46deoEAIiNjQUAjBgxApaWlrhz5w569OgBKysrBAcHAwDUajWWLl2K+vXrw9TUFM7Ozhg3bhxSU1O17hkZGYmuXbvC0dERZmZm8PDwwKhRo7TabNu2DX5+frCysoK1tTV8fX2xbNkyzflZs2ZBIpEUi7domPHfvQdFc3XCwsLQrFkzmJmZYfXq1QCAtLQ0TJ48GdWrV4dcLoeXlxcWLFig0xDPnj170LNnT7i5uUEul8PT0xNz586FSqXStOnQoQN+//13xMXFaYbbatas+dJ7/1eVKlXg4+ODO3fuaB3Pzs7GRx99pInf29sbX3/9NQRBKHaPzZs3o0WLFjA3N4ednR3atWun1ZvyLD/99BOMjIwwdepUzbGzZ8+iW7dusLGxgbm5Odq3b48///xTc37WrFma9h4eHprP/bxhMIVCgdmzZ6N27dowNTWFg4MD2rRpg/DwcJ1y8+uvvyI3Nxf9+vXDwIED8csvvyAvL++F12zYsAH9+vUDAHTs2FETY9G8on/PaTp27BiaN28OABg5cqSm7YYNGwA8f67Us+ZFPXjwAH369IGFhQWcnJzw4YcfIj8//5kxvizPRLoyEjsAosqi6Je0g4OD5phSqUTXrl3Rpk0bfP311zA3NwcAjBs3Dhs2bMDIkSMxceJExMbG4vvvv0d0dDT+/PNPGBsbIzk5GUFBQahSpQqmT58OW1tb3Lt3D7/88ovm/uHh4Rg0aBA6d+6MBQsWAABu3LiBP//8E5MmTXqlz3Hr1i0MGjQI48aNw7vvvgtvb2/k5OSgffv2SEhIwLhx41CjRg2cPn0aM2bMwKNHj146pLZhwwZYWlpiypQpsLS0xJEjRzBz5kxkZGRg0aJFAIBPP/0U6enpePDggaaXyNLSssTxK5VKPHjwAHZ2dppjgiDgzTffxNGjRzF69Gg0btwYYWFhmDp1KhISErR6pWbPno1Zs2ahVatWmDNnDkxMTHD27FkcOXIEQUFBz3zPNWvWYPz48fjkk0/w5ZdfAgCOHDmC7t27w8/PD1988QWkUinWr1+PTp064eTJk2jRogXefvtt3L59G1u3bsWSJUvg6OgIoLDwe5ZZs2Zh/vz5GDNmDFq0aIGMjAxERkbiwoUL6NKly0tzExoaio4dO8LFxQUDBw7E9OnTsXfvXk1R9Czt2rXDxIkT8e233+KTTz5B3bp1AUDz33+rW7cu5syZg5kzZ2Ls2LFo27YtAKBVq1Yvje3fcnNz0blzZ8THx2PixIlwc3PDpk2bnjmcqEueiXQmEFGpWr9+vQBAOHTokPD48WPh/v37wrZt2wQHBwfBzMxMePDggSAIgjB8+HABgDB9+nSt60+ePCkAEEJDQ7WOHzhwQOv4r7/+KgAQzp8//9xYJk2aJFhbWwtKpfK5bb744gvhWT8Kij5HbGys5pi7u7sAQDhw4IBW27lz5woWFhbC7du3tY5Pnz5dkMlkQnx8/HPfXxAEIScnp9ixcePGCebm5kJeXp7mWM+ePQV3d/cX3uvf3N3dhaCgIOHx48fC48ePhStXrghDhw4VAAghISGadrt37xYACF9++aXW9e+8844gkUiEv/76SxAEQYiJiRGkUqnw1ltvCSqVSqutWq3Wet+ePXsKgiAIy5YtEyQSiTB37lyttrVr1xa6du2qdV1OTo7g4eEhdOnSRXNs0aJFxf4enqdRo0aa9y2ppKQkwcjISFi7dq3mWKtWrYTevXsXa+vu7i4MHz5c83rnzp0CAOHo0aPF2rZv315o37695vX58+cFAML69etfet/n3WPp0qUCAGHHjh2aY9nZ2YKXl5dWHCXJM5EuODxHVEYCAwNRpUoVVK9eHQMHDoSlpSV+/fVXVK1aVavde++9p/V6586dsLGxQZcuXfDkyRPNl5+fHywtLXH06FEAgK2tLQBg3759UCgUz4zB1tYW2dnZOg/P6MLDwwNdu3YtFnPbtm1hZ2enFXNgYCBUKhVOnDjxwnuamZlp/pyZmYknT56gbdu2yMnJwc2bN18r3oMHD6JKlSqoUqUKfH19sWnTJowcOVLTgwUUPjEmk8kwceJErWs/+ugjCIKA/fv3AwB2794NtVqNmTNnQirV/vH5rCHOhQsXYtKkSViwYAE+++wzzfGLFy8iJiYGgwcPxtOnTzX5ys7ORufOnXHixAmdn1z7N1tbW1y7dg0xMTElvnbbtm2QSqXo27ev5tigQYOwf//+YsPCYvvjjz/g6uqKd955R3PM3NwcY8eO1WpXVnmmyovDc0RlZPny5ahTpw6MjIzg7OwMb2/vYr9ojYyMUK1aNa1jMTExSE9Ph5OT0zPvm5ycDABo3749+vbti9mzZ2PJkiXo0KED+vTpg8GDB0MulwMA3n//fezYsQPdu3dH1apVERQUhP79+6Nbt26v/Lk8PDyKHYuJicHly5efO2xUFPPzXLt2DZ999hmOHDmCjIwMrXPp6emvHCsA+Pv748svv4RKpcLVq1fx5ZdfIjU1VWtyclxcHNzc3GBlZaV1bdEQU1xcHIDCIVapVIp69eq99H2PHz+O33//HdOmTdOaxwRAU9QMHz78udenp6drDSHqYs6cOejduzfq1KmDBg0aoFu3bhg6dCgaNmz40muL5mk9ffoUT58+BQA0adIEBQUF2LlzZ7GCRExxcXHw8vIqVqh6e3trvS6rPFPlxaKJqIy0aNECzZo1e2EbuVxerJBSq9VwcnJ67pNLRYWJRCLBrl27cObMGezduxdhYWEYNWoUvvnmG5w5cwaWlpZwcnLCxYsXERYWhv3792P//v1Yv349hg0bhp9++klzn2f59yTsf/t3r9C/Y+7SpQs+/vjjZ15Tp06dZycAhRPI27dvD2tra8yZMweenp4wNTXFhQsXMG3atNfuCXB0dERgYCAAoGvXrvDx8cEbb7yBZcuWYcqUKa917xepX78+0tLSsGnTJowbN06r2Cz6TIsWLULjxo2fef2rzNdq164d7ty5gz179uDgwYNYt24dlixZglWrVmHMmDHPvS4mJgbnz58HANSuXbvY+dDQ0HIpml70vSiTyUp8v7LKM1VeLJqI9IynpycOHTqE1q1bP7NA+a+WLVuiZcuWmDdvHrZs2YLg4GBs27ZN80vSxMQEvXr1Qq9evaBWq/H+++9j9erV+Pzzz+Hl5aX5V3ZaWppmyA/4p3dF15izsrI0xUlJHDt2DE+fPsUvv/yCdu3aaY4XPWX4b8/7pVoSPXv2RPv27fG///0P48aNg4WFBdzd3XHo0CFkZmZq9TYVDQ26u7sDKPycarUa169ff+4v4SKOjo7YtWsX2rRpg86dO+PUqVNwc3PT3AcArK2tX5qzkn5me3t7jBw5EiNHjkRWVhbatWuHWbNmvbBoCg0NhbGxMTZt2lSsODl16hS+/fZbxMfHo0aNGq8d44va2tnZPXM9qri4ONSqVUvz2t3dHVevXoUgCFr3u3XrltZ1JckzkS44p4lIz/Tv3x8qlQpz584tdk6pVGp+qaSmphZ7HL7oF3nRo9dFwyxFpFKpZqimqE3RL5Z/zzvKzs7W9ETpGnNERATCwsKKnUtLS4NSqXzutUW/pP/9WQoKCrBixYpibS0sLF57uA4Apk2bhqdPn2oWuOzRowdUKhW+//57rXZLliyBRCJB9+7dAQB9+vSBVCrFnDlzivWA/ffvAgCqVauGQ4cOITc3F126dNH8ffj5+cHT0xNff/01srKyil33+PFjzZ8tLCwAQKfFLf/7921paQkvL6/nPopfJDQ0FG3btsWAAQPwzjvvaH0VDS1u3br1udeXJMYXtfX09MSZM2dQUFCgObZv3z7cv39fq12PHj3w8OFD7Nq1S3MsJycHa9as0WpXkjwT6YI9TUR6pn379hg3bhzmz5+PixcvIigoCMbGxoiJicHOnTuxbNkyvPPOO/jpp5+wYsUKvPXWW/D09ERmZibWrl0La2tr9OjRAwAwZswYpKSkoFOnTqhWrRri4uLw3XffoXHjxpr5OkFBQahRowZGjx6NqVOnQiaT4ccff0SVKlUQHx+vU8xTp07Fb7/9hjfeeAMjRoyAn58fsrOzceXKFezatQv37t3TPC7/X61atYKdnR2GDx+OiRMnQiKRYNOmTc8sQvz8/LB9+3ZMmTIFzZs3h6WlJXr16lXiHHfv3h0NGjTA4sWLERISgl69eqFjx4749NNPce/ePTRq1AgHDx7Enj17MHnyZE1h6eXlhU8//RRz585F27Zt8fbbb0Mul+P8+fNwc3PD/Pnzi72Xl5cXDh48iA4dOqBr1644cuQIrK2tsW7dOnTv3h3169fHyJEjUbVqVSQkJODo0aOwtrbG3r17NZ8ZKFxyYeDAgTA2NkavXr00xce/1atXDx06dICfnx/s7e0RGRmJXbt2YcKECc/NxdmzZ/HXX389t03VqlXRtGlThIaGYtq0ac9s07hxY8hkMixYsADp6emQy+Xo1KnTM+fleXp6wtbWFqtWrYKVlRUsLCzg7+8PDw8PjBkzBrt27UK3bt3Qv39/3LlzB5s3b9bkv8i7776L77//HsOGDUNUVBRcXV2xadMmzZIdRaRSqc55JtKJmI/uEVVERY/qv2gpAEEoXHLAwsLiuefXrFkj+Pn5CWZmZoKVlZXg6+srfPzxx8LDhw8FQRCECxcuCIMGDRJq1KghyOVywcnJSXjjjTeEyMhIzT127dolBAUFCU5OToKJiYlQo0YNYdy4ccKjR4+03isqKkrw9/fXtFm8ePFzlxx43iPtmZmZwowZMwQvLy/BxMREcHR0FFq1aiV8/fXXQkFBwQtz8eeffwotW7YUzMzMBDc3N+Hjjz8WwsLCij3GnpWVJQwePFiwtbUVALx0+YEXxbthwwatR98zMzOFDz/8UHBzcxOMjY2F2rVrC4sWLdJ6VL3Ijz/+KDRp0kSQy+WCnZ2d0L59eyE8PPyF73v27FnByspKaNeunWaJhejoaOHtt98WHBwcBLlcLri7uwv9+/cXDh8+rHXt3LlzhapVqwpSqfSFyw98+eWXQosWLQRbW1vBzMxM8PHxEebNm/fC/H/wwQcCAOHOnTvPbTNr1iwBgHDp0iXN5/vv0gBr164VatWqJchkMq2/t/8uFyAIgrBnzx6hXr16gpGRUbHlB7755huhatWqglwuF1q3bi1ERkY+8x5xcXHCm2++KZibmwuOjo7CpEmTNMty/HfpA13zTPQyEkF4xj/niIiIiEgL5zQRERER6YBFExEREZEOWDQRERER6YBFExEREZEORC+aMjMzMXnyZLi7u8PMzAytWrXSrEz7X+PHj4dEIim2Y3pKSgqCg4NhbW0NW1tbjB49utiaHJcvX0bbtm1hamqK6tWrY+HChcXuv3PnTvj4+MDU1BS+vr74448/Su1zEhERkWETvWgaM2YMwsPDsWnTJly5cgVBQUEIDAxEQkKCVrtff/0VZ86c0ayo+2/BwcG4du0awsPDsW/fPpw4cUJryf+MjAwEBQXB3d0dUVFRWLRoEWbNmqW1ENrp06cxaNAgjB49GtHR0ejTpw/69OmDq1evlt2HJyIiIoMh6pIDubm5sLKywp49e9CzZ0/NcT8/P3Tv3h1ffvklACAhIQH+/v4ICwtDz549MXnyZEyePBkAcOPGDdSrVw/nz5/X7PN14MAB9OjRAw8ePICbmxtWrlyJTz/9FImJiZpNOqdPn47du3drtkkYMGAAsrOzsW/fPk0cLVu2ROPGjbFq1aqXfha1Wo2HDx/CysqqVLZ6ICIiorInCAIyMzPh5uZWbC/Q/xJ1RXClUgmVSgVTU1Ot42ZmZjh16hSAwmJk6NChmDp1KurXr1/sHhEREbC1tdXaGDUwMBBSqRRnz57FW2+9hYiICLRr105rV/OuXbtiwYIFSE1NhZ2dHSIiIopt3tm1a1fs3r37mbHn5+drbU2QkJCg087nREREpH/u37+PatWqvbCNqEWTlZUVAgICMHfuXNStWxfOzs7YunUrIiIi4OXlBQBYsGABjIyMMHHixGfeIzExsdhS/UZGRrC3t0diYqKmzb93GAcAZ2dnzTk7OzskJiZqjv27TdE9/mv+/PmYPXt2sePr1q0rtpQ/ERER6aecnByMGTNGa7Pu5xF977lNmzZh1KhRqFq1KmQyGZo2bYpBgwYhKioKUVFRWLZsGS5cuKB3Q14zZszQ6pnKyMhA9erV0bNnTzg4OIgYmX5TKBQIDw9Hly5dYGxsLHY4eot50h1zpRvmSTfMk24qUp4yMjIwZswYneoM0YsmT09PHD9+HNnZ2cjIyICrqysGDBiAWrVq4eTJk0hOTkaNGjU07VUqFT766CMsXboU9+7dg4uLC5KTk7XuqVQqkZKSAhcXFwCAi4sLkpKStNoUvX5Zm6Lz/yWXyyGXy4sdNzY2NvhvoPLAPOmGedIdc6Ub5kk3zJNuKkKeShK/6E/PFbGwsICrqytSU1MRFhaG3r17Y+jQobh8+TIuXryo+XJzc8PUqVMRFhYGAAgICEBaWhqioqI09zpy5AjUajX8/f01bU6cOAGFQqFpEx4eDm9vb9jZ2WnaHD58WCum8PBwBAQElPVHJyIiIgMgek9TWFgYBEGAt7c3/vrrL0ydOhU+Pj4YOXIkjI2Niw11GRsbw8XFBd7e3gCAunXrolu3bnj33XexatUqKBQKTJgwAQMHDtQsTzB48GDMnj0bo0ePxrRp03D16lUsW7YMS5Ys0dx30qRJaN++Pb755hv07NkT27ZtQ2RkpNayBERERFR5id7TlJ6ejpCQEPj4+GDYsGFo06YNwsLCStRdFhoaCh8fH3Tu3Bk9evRAmzZttIodGxsbHDx4ELGxsfDz88NHH32EmTNnaq3l1KpVK2zZsgVr1qxBo0aNsGvXLuzevRsNGjQo1c9LREREhkn0nqb+/fujf//+Ore/d+9esWP29vbYsmXLC69r2LAhTp48+cI2/fr1Q79+/XSOhYiIiCoP0XuaiIiIiAwBiyYiIiIiHbBoIiIiItIBiyYiIiIiHbBoIiIiItIBiyYiIiIiHbBoIiIiItKB6Os0VTSPM/MhMS2AkUwCY6kUxjIJjGSsTYmIiPRRnkKlc1sWTaUsaNmfkMrNtY75uFjh3ba18HbTqjrtokxERERlLytfifc2R7284d/YBVLKpM+oiW4mZuKjnZcwc881CIJQ/kERERGRlvQcBYb+cBbn76XqfA17mkpZ1KedYGdnD4VaDaVKQFa+Ejsj7+Ob8NvYdCYOnlUsMKK1h9hhEhERVVpPs/Ix9IdzuP4oA9amupdC7GkqA1KpBHIjGSzkRnC2NsWETrXxec96AID/7b+JhLRckSMkIiKqnJIy8jBgzRlcf5QBR0sTrB/ZXOdrWTSVk5Gta8Lfwx4FSjWWhN8WOxwiIqJK535KDvqtisBfyVlwsTbF9nEB8Hax1vl6Fk3lRCKRYHp3HwDA7ugEJGfmiRwRERFR5XH3cRYGrI5AfEoOqtubYef4AHhWsSzRPVg0laMmNezg524HpVrAjvP3xQ6HiIioUriVmIn+q8/gYXoePKtYYOe4Vqhub/7yC/+DRVM5C/avAQDYEfmAT9IRERGVsSsP0jFgTQSeZOXDx8UK28cFwMXG9JXuxaKpnHVr4AK5kRTxKTm4mZgpdjhEREQVVuS9FAxeewZpOQo0qm6LbWNbwtFS/sr3Y9FUzsxNjNC2dhUAwIGriSJHQ0REVDH9+dcTDP3hHDLzlWjhYY/QMf6wNTd5rXuyaBJBtwYuAIDDN5NEjoSIiKjiOXQ9CSM3nEeuQoV2dargp5EtYCl//aUpWTSJoF1tRwDAtYcZSMspEDkaIiKiimPf5YcYvzkKBUo1guo5Y+0wP5iZyErl3iyaROBkbQrPKhYQBOBsbIrY4RAREVUIOyPvY+LWaCjVAno3dsPy4KaQG5VOwQSwaBJNK8/C3qaIO09FjoSIiMjwbYq4h6m7LkMtAAObV8fi/o1hLCvdModFk0gCPB0AAGfusmgiIiJ6HauP38Hne64BKNyBY/7bvpBJJaX+PtywVyTNatoBAG4lZSIrX1kqE9SIiIgqE0EQsORQDL49HAMACOnoif8L8oZEUvoFE8CeJtE4WZnCzcYUggBcTUgXOxwiIiKDIggC/vfHDU3BNLWrN6Z29Smzgglg0SSqRtVtAQCXH6SJGgcREZEhUasFfLb7KtaejAUAzHyjHkI6epX5+7JoElFR0XTpPnuaiIiIdKFUqfF/Oy8h9Gw8JBJgQV9fjGrjUS7vzYk0ImpYzQYAcPF+mriBEBERGYACpRqTt0fjjyuJkEklWNy/EXo3rlpu78+eJhH5VrWBRAIkpOXiaVa+2OEQERHprTyFCuM2ReKPK4kwkUmxMrhpuRZMAIsmUVmZGsPd3hwAuHkvERHRc2TnKzFqw3kcvfUYpsZSrB3eDEH1Xco9DhZNIvNxsQbAoomIiOhZ0nMVGPrDWZy+8xQWJjL8NLIF2tepIkosLJpE5uNqBQC4+ShD5EiIiIj0S0p2AQavPYML8WmwNjVC6Lst4V/LQbR4OBFcZOxpIiIiKi45Iw/B684iJjkLDhYm2DTaH/XcrEWNiUWTyHxcCnuabidlQqlSw6iU98khIiIyNA9ScxC87izinubA2VqO0DEt4eVkKXZYHJ4TWw17c5gZy5CvVOPe0xyxwyEiIhJV7JNs9F8VgbinOahmZ4ad41rpRcEEsGgSnVQqgfffvU03EzmviYiIKq/bSZnovzoCD9PzUMvRAjvHB6CGg7nYYWmwaNIDdTWTwTmviYiIKqerCekYsDoCjzPz4eNihe3jAuBqYyZ2WFo4p0kP1HYqLJpiklk0ERFR5RMVl4IRP55HZr4SjarZ4KdRLWBrbiJ2WMWwaNIDRWO1fyVniRwJERFR+Tr91xOM2RiJnAIVWtS0xw8jmsHK1FjssJ6JRZMe8Py7aIp7mgOFSg1jPkFHRESVwJGbSRi/+QIKlGq0re2INUObwcxEJnZYz8XfznrAzcYU5iYyKNUC4vgEHRERVQJ/XHmEcZuiUKBUo0s9Z6wbrt8FE8CiSS9IJBJ4VuEQHRERVQ4/Rz3AhC0XoFAJ6NXIDSuCm0JupN8FE8CiSW8UzWu685hFExERVVybz8Tho52XoBaA/s2qYemAxgYzLYVzmvSEZxULAMAd9jQREVEFtfbEXcz74wYAYESrmpj5Rj1IpRKRo9IdiyY9oXmCjj1NRERUwQiCgGWHY7D0UAwA4L0Onvi4qzckEsMpmAAWTXpDMzyXnAVBEAzuG4mIiOhZBEHAV/tvYvWJuwCA/wuqgwmdaosc1asxjEHESsDdwQJGUgmyC1RIzMgTOxwiIqLXplYLmLnnmqZg+vyNegZbMAEsmvSGsUyq2V+HT9AREZGhU6rUmLrrMjadiYNEAsx/2xej23iIHdZrYdGkR7y47AAREVUABUo1Jm27iJ8vPIBMKsGS/o0xqEUNscN6bSya9Ai3UyEiIkOXp1Dhvc1R+P3KIxjLJFg+uCn6NKkqdlilghPB9UjRApdcq4mIiAxRToES726MxJ9/PYXcSIrVQ/3QwdtJ7LBKDYsmPVK0B93dx9kiR0JERFQyGXkKjFp/HpFxqbAwkeGHEc3RspaD2GGVKg7P6ZFafy9wmZyZj8w8hcjREBER6SY1uwDBa88iMi4V1qZG2DTGv8IVTACLJr1ibWqMKlZyAOxtIiIiw5CcmYeBa87gSkI67C1MsHVsSzStYSd2WGWCRZOe0WynwnlNRESk5x6m5aL/qgjcSsqEk5UcO8a1RH03G7HDKjMsmvRMLU4GJyIiA/A4Fxj8w3nce5qDqrZm2Dk+AF5OVmKHVaY4EVzPFD1Bx+E5IiLSVzFJWfj2mgwZijx4OFogdIw/3GzNxA6rzLFo0jMcniMiIn125UE6hv14HhkKCbydLbF5TEvNfNyKjkWTninqabr3JAcqtQCZlBv3EhGRfoi8l4KR688jM18Jd0sBm0c1rzQFE8A5TXrHzdYMciMpClRqPEjNETscIiIiAMDJmMcY+sM5ZOYr0bymHd6vp4KtubHYYZUr0YumzMxMTJ48Ge7u7jAzM0OrVq1w/vx5AIBCocC0adPg6+sLCwsLuLm5YdiwYXj48KHWPVJSUhAcHAxra2vY2tpi9OjRyMrSHt66fPky2rZtC1NTU1SvXh0LFy4sFsvOnTvh4+MDU1NT+Pr64o8//ii7D/4cMqkEHo4coiMiIv1x8FoiRm+IRK5ChfZ1quCHoU1hKhM7qvInetE0ZswYhIeHY9OmTbhy5QqCgoIQGBiIhIQE5OTk4MKFC/j8889x4cIF/PLLL7h16xbefPNNrXsEBwfj2rVrCA8Px759+3DixAmMHTtWcz4jIwNBQUFwd3dHVFQUFi1ahFmzZmHNmjWaNqdPn8agQYMwevRoREdHo0+fPujTpw+uXr1abrkowsngRESkL/ZcTMB7oRdQoFKjW30XrBnmBzOTSlgxAYAgopycHEEmkwn79u3TOt60aVPh008/feY1586dEwAIcXFxgiAIwvXr1wUAwvnz5zVt9u/fL0gkEiEhIUEQBEFYsWKFYGdnJ+Tn52vaTJs2TfD29ta87t+/v9CzZ0+t9/L39xfGjRun02dJT08XAAhPnjzRqf2LfBN2U3Cftk+Y/vOl176XvikoKBB2794tFBQUiB2KXmOedMdc6YZ50g3zpG3L2Tih5vR9gvu0fcKH26IFhVIlCELFylPR7+/09PSXthV1IrhSqYRKpYKpqanWcTMzM5w6deqZ16Snp0MikcDW1hYAEBERAVtbWzRr1kzTJjAwEFKpFGfPnsVbb72FiIgItGvXDiYmJpo2Xbt2xYIFC5Camgo7OztERERgypQpWu/VtWtX7N69+5lx5OfnIz8/X/M6IyMDQOGQokLxelug1LAvfGzzr+Ss176Xvin6PBXtc5U25kl3zJVumCfdME//WH86Dv/bfwsAMLhFNXzRsy4EtQoKtapC5akkn0HUosnKygoBAQGYO3cu6tatC2dnZ2zduhURERHw8vIq1j4vLw/Tpk3DoEGDYG1tDQBITEyEk5P2DspGRkawt7dHYmKipo2Hh4dWG2dnZ805Ozs7JCYmao79u03RPf5r/vz5mD17drHjR48ehbm5uY4ZeLbELAAwwo2EFFHmVZWH8PBwsUMwCMyT7pgr3TBPuqnMeRIE4GCCBH/cLxyC6+SmRgvpPRw4cK9Y24qQp5wc3R+6En3JgU2bNmHUqFGoWrUqZDIZmjZtikGDBiEqKkqrnUKhQP/+/SEIAlauXClStP+YMWOGVs9URkYGqlevjo4dO8LB4fU2KczKV+LrK0eQpZCgdccusDGrOE8nKBQKhIeHo0uXLjA2rjifq7QxT7pjrnTDPOmmsudJEAQsPBiDP+7fAwBM7uyF99t7QCLRXv6mIuWpaKRIF6IXTZ6enjh+/Diys7ORkZEBV1dXDBgwALVq1dK0KSqY4uLicOTIEU0vEwC4uLggOTlZ655KpRIpKSlwcXHRtElKStJqU/T6ZW2Kzv+XXC6HXF58bQpjY+PX/gayMzaGi7UpEjPyEJ+Wj6bWr9dzpY9KI0+VAfOkO+ZKN8yTbipjntRqAZ/vuYrQs/EAgM/fqIfRbTxeeE1FyFNJ4hf96bkiFhYWcHV1RWpqKsLCwtC7d28A/xRMMTExOHToULFenICAAKSlpWn1TB05cgRqtRr+/v6aNidOnNAatwwPD4e3tzfs7Ow0bQ4fPqx17/DwcAQEBJTJ530ZT6e/lx1I5rIDRERUtpQqNf5v5yWEno2HRAJ89bbvSwumykj0oiksLAwHDhxAbGwswsPD0bFjR/j4+GDkyJFQKBR45513EBkZidDQUKhUKiQmJiIxMREFBQUAgLp166Jbt2549913ce7cOfz555+YMGECBg4cCDc3NwDA4MGDYWJigtGjR+PatWvYvn07li1bpjW8NmnSJBw4cADffPMNbt68iVmzZiEyMhITJkwQJS+1HP9eduAJlx0gIqKyk69UYcKWaPwSnQCZVIKlAxpjYIsaYoell0QvmtLT0xESEgIfHx8MGzYMbdq0QVhYGIyNjZGQkIDffvsNDx48QOPGjeHq6qr5On36tOYeoaGh8PHxQefOndGjRw+0adNGaw0mGxsbHDx4ELGxsfDz88NHH32EmTNnaq3l1KpVK2zZsgVr1qxBo0aNsGvXLuzevRsNGjQo13wU0exBx54mIiIqI7kFKozdGIUD1xJhIpNiZXBT9G5cVeyw9Jboc5r69++P/v37P/NczZo1IQjCS+9hb2+PLVu2vLBNw4YNcfLkyRe26devH/r16/fS9ysPtf5e4JKrghMRUVnIzFNg9E+ROBebAjNjGdYM80Pb2lXEDkuviV400bN5OhUWTfEpOVCo1DCWid4pSEREFURaTgGG/3gOlx6kw0puhPUjm6NZTXuxw9J7/E2sp1ytTWFmLINCJeB+CjfuJSKi0vE4Mx8D15zBpQfpsDM3xtaxLVkw6YhFk56Sam3cy8ngRET0+hLSctF/dQRuJmbCyUqO7eMC0KCqjdhhGQwWTXqsaIjuLuc1ERHRa7r3JBv9V0Ug9kk2qtqaYef4ANRxthI7LIPCOU16rJamp4lFExERvbpbiZkY8sNZPM7MRy1HC2we4w83WzOxwzI4LJr02D89TRyeIyKiV3P5QRqG/XgOaTkK+LhYYdNof1SxKr6jBb0ciyY9plmriT1NRET0Cs7fS8HI9eeRla9Eo+q2+Glkc9iam4gdlsHinCY9VjQRPDVHgZTsApGjISIiQ3Iy5jGG/nAWWflK+HvYI3SMPwum18SiSY+Zmxih6t9jzpwMTkREugq7lojRGyKRp1Cjg3cVbBjZApZyDi69LhZNeq4Wh+iIiKgE9lxMwPuhF1CgUqN7AxesGdoMZiYyscOqEFg06TnPKpwMTkREutlyNh6Tt1+ESi3g7aZV8d2gJjAx4q/60sK+Oj3HyeBERKSLdSfv4svfbwAAhrZ0x+w360MqlYgcVcXCoknP/bNxL3uaiIioOEEQ8O3hv7Dk0G0AwLj2tTC9mw8kEhZMpY1Fk54rGp6LT8lBgVLNblYiItIQBAHz99/EmhN3AQD/F1QHIR29WDCVEf4G1nPO1nJYmMigUguIT2FvExERFVKrBXy2+6qmYPr8jXqY0Kk2C6YyxKJJz0kkEg7RERGRFqVKjY92XkLo2XhIJMCCvr4Y3cZD7LAqPBZNBoCTwYmIqEi+UoWQLRfwa3QCjKQSLBvYBAOa1xA7rEqBc5oMgKanKZk9TURElVlugQrjNkfhxO3HMDGSYsXgpgis5yx2WJUGiyYDoFmr6Ql7moiIKqvMPAVGb4jEuXspMDOWYd3wZmjt5Sh2WJUKiyYD4On09/BcchYEQeAkPyKiSiY1uwDD15/D5QfpsDI1woaRzeHnbi92WJUO5zQZgJoOFpBIgIw8JZ5kceNeIqLKJDkzDwPXnMHlB+mwMzfG1ndbsmASCYsmA2BqLEM1O27cS0RU2SSk5aL/qgjcSsqEk5UcO8YFoEFVG7HDqrRYNBmIWo5cdoCIqDKJfZKN/qsicO9pDqrammHn+ADUdrYSO6xKjUWTgfhn4172NBERVXS3EjPRb1UEEtJyUauKBXa9FwB3Bwuxw6r0OBHcQGgmg7NoIiKq0C4/SMOwH88hLUcBHxcrbB7jD0dLudhhEVg0GQwOzxERVXznYlMwasN5ZOUr0bi6LTaMbA5bcxOxw6K/cXjOQBT1ND1IzUGeQiVyNEREVNqO3UrGsB/PIitfiZa17LF5jD8LJj3DoslAVLGUw0puBLUAxD3NETscIiIqRfuvPMK7GyORp1Cjk48TNoxsAUs5B4P0DYsmAyGRSFDLiZPBiYgqmp2R9xGy5QIUKgE9G7pi1RA/mBrLxA6LnoFFkwHhxr1ERBXLhj9jMXXXZagFYECz6vh2YBOYGPFXs75i358BKVp2gJPBiYgMmyAIWHHsDhaF3QIAjGrtgc/fqMttsvQciyYDUtTTxOE5IiLDJQgCvjpwE6uP3wUATOpcG5MDa7NgMgAsmgxIrX/1NHHjXiIiw6NWC/h8z1WEno0HAHzaoy7ebVdL5KhIVxw4NSDuDuaQSoCsfCUeZ+aLHQ4REZWAUqXGRzsvIfRsPCQS4H9v+bJgMjAsmgyI3EiGGvbmAIC/OERHRGQw8pUqvB96Ab9GJ8BIKsHSAY0x2L+G2GFRCbFoMjC1OBmciMig5BQoMeanSBy8ngQTIylWDfFD78ZVxQ6LXgGLJgPDyeBERIYjPVeBoT+cw8mYJzA3kWHDiOYIrOcsdlj0ijgR3MCwp4mIyDA8zcrH0B/O4fqjDFibGmHDqBZoWsNO7LDoNbBoMjCatZqS2dNERKSvHqXnYsi6s7jzOBuOlibYOMof9dysxQ6LXhOLJgNTNDz3MD0XuQUqmJlwqX0iIn0S9zQbwevO4kFqLlxtTLF5jL/mH7xk2DinycDYW5jAxswYggDEPuEQHRGRPrmdlIl+qyLwIDUXNR3MsXN8AAumCoRFk4GRSCT/TAZ/wiE6IiJ9ceVBOgasjkByZj58XKywY3wAqtmZix0WlSIWTQao6F8tf3FeExGRXjgXm4JBa88gNUeBRtVtsW1sSzhZmYodFpUyzmkyQF5OhUVTTBKLJiIisR27lYzxm6OQp1CjZS17rBveHJZy/nqtiPi3aoDqOFsBKBw7JyIi8ey/8ggTt0VDoRLQyccJK4KbwtSYD+hUVByeM0C1nQt7mmKfZKNAqRY5GiKiymln5H2EbLkAhUpAz4auWDXEjwVTBceiyQBVtTWDhYkMSrWAe0/5BB0RUXnb8Gcspu66DLUADGhWHd8ObAITI/5Krej4N2yAJBIJvP4eouO8JiKi8iMIApYf/Quz9l4HAIxq7YGv+vpCJpWIHBmVBxZNBqrO35PBOa+JiKh8CIKArw7cxKKwWwCASZ1r4/M36kIiYcFUWXAiuIEqmgwek8yiiYiorKnVAj7fcxWhZ+MBAJ/2qIt329USOSoqbyyaDFTRZPDbHJ4jIipTSpUaU3ddxq/RCZBIgHl9fDHYv4bYYZEIWDQZqKKepnt/P0HHCYhERKUvX6nCB1uicfB6EoykEnzTvxF6N64qdlgkEv6mNVCuNqawkhtBqRa4Bx0RURnIKVBizE+ROHg9CSZGUqwa4seCqZJj0WSgCp+g42RwIqKykJGrwNAfzuFkzBOYm8iwYURzBNZzFjssEhmLJgNWx6lo2QEWTUREpSVLAQz5MRJRcamwNjXC5jH+aOXlKHZYpAc4p8mAcTI4EVHpepSeh2+vyZCUmwlHSxNsHOWPem7WYodFeoJFkwHT7EHHZQeIiF5b3NNsBK87h6RcCVys5Qh9tyU8q1iKHRbpEQ7PGbCioinuaQ7ylSqRoyEiMly3kzLRb1UEHqTlwdFUwLZ3W7BgomJYNBkwZ2s5rEyNoFILuPuYT9AREb2KKw/SMWB1BJIz8+HtbIlJ9VWoamsmdlikh1g0GTCJRPLPEB0ngxMRldi52BQMWnsGqTkKNKpui82jmsPaROyoSF+JXjRlZmZi8uTJcHd3h5mZGVq1aoXz589rzguCgJkzZ8LV1RVmZmYIDAxETEyM1j1SUlIQHBwMa2tr2NraYvTo0cjK0p4cffnyZbRt2xampqaoXr06Fi5cWCyWnTt3wsfHB6ampvD19cUff/xRNh+6FNX5ezI4N+4lIiqZY7eSMezHs8jKV6JlLXuEjvGHrbmx2GGRHhO9aBozZgzCw8OxadMmXLlyBUFBQQgMDERCQgIAYOHChfj222+xatUqnD17FhYWFujatSvy8vI09wgODsa1a9cQHh6Offv24cSJExg7dqzmfEZGBoKCguDu7o6oqCgsWrQIs2bNwpo1azRtTp8+jUGDBmH06NGIjo5Gnz590KdPH1y9erX8kvEKajuxp4mIqKT+uPII726MRJ5CjU4+TtgwsgUs5Xw2il5CEFFOTo4gk8mEffv2aR1v2rSp8OmnnwpqtVpwcXERFi1apDmXlpYmyOVyYevWrYIgCML169cFAML58+c1bfbv3y9IJBIhISFBEARBWLFihWBnZyfk5+dr2kybNk3w9vbWvO7fv7/Qs2dPrTj8/f2FcePG6fRZ0tPTBQDCkydPdPz0pePk7ceC+7R9QodFR8v1fV9VQUGBsHv3bqGgoEDsUPQa86Q75ko3zNM/dpyPFzym7xPcp+0T3g+NEvIVKs055kk3FSlPRb+/09PTX9q2xD1NsbGx2LhxI+bOnYsZM2Zg8eLFOHr0qFbPj66USiVUKhVMTU21jpuZmeHUqVOIjY1FYmIiAgMDNedsbGzg7++PiIgIAEBERARsbW3RrFkzTZvAwEBIpVKcPXtW06Zdu3YwMflnoLpr1664desWUlNTNW3+/T5FbYreR18VDc/FPc1GnoJP0BERvciGP2MxdddlqAVgQLPq+HZgE+7dSTrTuS8yNDQUy5YtQ2RkJJydneHm5gYzMzOkpKTgzp07MDU1RXBwMKZNmwZ3d3ed7mllZYWAgADMnTsXdevWhbOzM7Zu3YqIiAh4eXkhMTERAODsrL10vbOzs+ZcYmIinJyctD+UkRHs7e212nh4eBS7R9E5Ozs7JCYmvvB9/is/Px/5+fma1xkZGQAAhUIBhUKh0+cvDbamUtiYGSE9V4lbj9JQz1W/F2Eryk155sgQMU+6Y650U9nzJAgCVp2IxeJDfwEARgTUwCfdvaFWKaH+1783K3uedFWR8lSSz6BT0dSkSROYmJhgxIgR+Pnnn1G9enWt8/n5+YiIiMC2bdvQrFkzrFixAv369dMpgE2bNmHUqFGoWrUqZDIZmjZtikGDBiEqKkrnDyGG+fPnY/bs2cWOHz16FObm5uUai72RDOmQYNfBP9GsilCu7/2qwsPDxQ7BIDBPumOudFMZ8yQIwN54KQ4/LOxR6lZNjcbCXezff/e511TGPL2KipCnnJwcndvqVDR99dVX6Nq163PPy+VydOjQAR06dMC8efNw7949nQPw9PTE8ePHkZ2djYyMDLi6umLAgAGoVasWXFxcAABJSUlwdXXVXJOUlITGjRsDAFxcXJCcnKx1T6VSiZSUFM31Li4uSEpK0mpT9PplbYrO/9eMGTMwZcoUzeuMjAxUr14dHTt2hIODg86fvzREKK8j9vwDWLh5oUeX2uX63iWlUCgQHh6OLl26wNiYT6k8D/OkO+ZKN5U1T2q1gFn7buDwwwcAgOnd6mB065rPbV9Z81RSFSlPRSNFutCpaHpRwfRfDg4Or1Q0WFhYwMLCAqmpqQgLC8PChQvh4eEBFxcXHD58WFMkZWRk4OzZs3jvvfcAAAEBAUhLS0NUVBT8/PwAAEeOHIFarYa/v7+mzaeffgqFQqH5yw0PD4e3tzfs7Ow0bQ4fPozJkydrYgoPD0dAQMAz45XL5ZDL5cWOGxsbl/s3UD03GwAPEJOcbTDfvGLkyRAxT7pjrnRTmfKkVKkx/ZfL+DU6ARIJMK+PLwb719Dp2sqUp9dREfJUkvhfa/ZbXl4eMjIytL5KKiwsDAcOHEBsbCzCw8PRsWNH+Pj4YOTIkZBIJJg8eTK+/PJL/Pbbb7hy5QqGDRsGNzc39OnTBwBQt25ddOvWDe+++y7OnTuHP//8ExMmTMDAgQPh5uYGABg8eDBMTEwwevRoXLt2Ddu3b8eyZcu0eoomTZqEAwcO4JtvvsHNmzcxa9YsREZGYsKECa+TonLh/fcClzcTuewAEREA5CtVeD/0An6NToCRVIKlAxrrXDARPU+JF6XIycnBxx9/jB07duDp06fFzqtUJXuCKz09HTNmzMCDBw9gb2+Pvn37Yt68eZrK7+OPP0Z2djbGjh2LtLQ0tGnTBgcOHNB64i40NBQTJkxA586dIZVK0bdvX3z77bea8zY2Njh48CBCQkLg5+cHR0dHzJw5U2stp1atWmHLli347LPP8Mknn6B27drYvXs3GjRoUNIUlTsfl8LJ3wlpucjIU8Da1LCrfiKi15FToMS4TVE4GfMEJkZSrBjcFIH1nF9+IdFLlLhomjp1Ko4ePYqVK1di6NChWL58ORISErB69Wp89dVXJQ6gf//+6N+//3PPSyQSzJkzB3PmzHluG3t7e2zZsuWF79OwYUOcPHnyhW369eun8wR2fWJjbgxXG1M8Ss/DrcRMNK9pL3ZIRESiSM9VYNSG84iKS4W5iQzrhjVDKy9HscOiCqLEw3N79+7FihUr0LdvXxgZGaFt27b47LPP8L///Q+hoaFlESPpwMeFQ3REVLk9zcrHoDVnEBWXCmtTI2we48+CiUpViYumlJQU1KpVCwBgbW2NlJQUAECbNm1w4sSJ0o2OdOb99xDdzUcln1dGRGToHqXnov/qCFx/lAFHSxNsGxuApjXsxA6LKpgSF021atVCbGwsAMDHxwc7duwAUNgDZWtrW6rBke7quhb2NN1iTxMRVTL3nmSj36oI3HmcDVcbU2wfF4B6bvq90C8ZphIXTSNHjsSlS5cAANOnT8fy5cthamqKDz/8EFOnTi31AEk33i7/FE2CYBgLXBIRva6biRnotzoCD1JzUdPBHDvHB8CziqXYYVEFVeKJ4B9++KHmz4GBgbh58yaioqLg5eWFhg0blmpwpLtajpYwlkmQma9EQlouqtmV76rkRETlLTo+FSPWn0d6rgI+LlbYOLoFnKxMX34h0SvSuWhSq9VYtGgRfvvtNxQUFKBz58744osv4O7urvNec1R2TIyk8KxiiZuJmbj5KJNFExFVaKfvPMGYnyKRU6BCkxq22DCiBWzMudwKlS2dh+fmzZuHTz75BJaWlqhatSqWLVuGkJCQsoyNSqjoCbpbSZzXREQVV/j1JIxYfx45BSq09nLA5tH+LJioXOhcNG3cuBErVqxAWFgYdu/ejb179yI0NBRqtbos46MS8HEtnPh4g0/QEVEFtTs6AeM3R6FAqUZQPWf8MLw5LOQlnmlC9Ep0Lpri4+PRo0cPzevAwEBIJBI8fPiwTAKjkvv3ZHAioopmU8Q9fLjjIlRqAW83qYoVwU1haiwTOyyqRHQuz5VKpdbWJUDhJncKhaLUg6JXU/fvtZruPslGvlIFuRF/mBBRxbD86F9YFHYLADA8wB1f9KoPqVQiclRU2ehcNAmCgBEjRkAul2uO5eXlYfz48bCwsNAc++WXX0o3QtKZs7UcNmbGSM9V4K/kLNR3sxE7JCKi1yIIAhYcuIVVx+8AAD7o5IUpXepAImHBROVP56Jp+PDhxY4NGTKkVIOh1yORSODjYoWzsSm4+SiTRRMRGTSVWsDne65iy9l4AMAnPXwwtp2nyFFRZaZz0bR+/fqyjINKSV1Xa5yNTeETdERk0BQqNf5v5yXsufgQEgnwv7d8MahFDbHDokqOjxxUMEWTwfkEHREZqjyFCiGhF3D4ZjKMpBIsGdAYvRq5iR0WkW5Pz40fPx4PHjzQ6Ybbt29HaGjoawVFr65oraabfIKOiAxQVr4SI9afw+GbyZAbSbF2WDMWTKQ3dOppqlKlCurXr4/WrVujV69eaNasGdzc3GBqaorU1FRcv34dp06dwrZt2+Dm5oY1a9aUddz0HHWcC4umx5n5eJqVDwdL+UuuICLSD6nZBRix/hwuPUiHpdwIPwxvBv9aDmKHRaShU9E0d+5cTJgwAevWrcOKFStw/fp1rfNWVlYIDAzEmjVr0K1btzIJlHRjITdCTQdz3Huag5uJmWjtxaKJiPRfUkYehqw7i5jkLNiZG2PjKH/4VuPDLKRfdJ7T5OzsjE8//RSffvopUlNTER8fj9zcXDg6OsLT05OPf+qRem7WuPc0B9cepqO1l6PY4RARvdD9lBwErzuL+JQcOFvLsXm0P2r/3WtOpE9eaSK4nZ0d7OzsSjsWKiX1XK3xx5VEXH/IyeBEpN9ikjIx5IezSMrIh7uDOTaP9kd1e244TvqJT89VQEXrM13nE3REpMcuP0jD8B/PITVHgTrOltg82h9O1qYvv5BIJCyaKqB6boXbqdx5nI08hYp7MxGR3jlz9ynG/BSJrHwlGlW3xYYRzWFnYSJ2WEQvpPOGvWQ4nKzkcLAwgUotcPNeItI7R24mYfiP55CVr0RALQeEjvFnwUQGgUVTBSSRSDS9TRyiIyJ98tulhxi7MQr5SjUC6zph/cjmsJRz0IMMwysVTUqlEocOHcLq1auRmVnYk/Hw4UNkZWWVanD06oqKpmsP00WOhIio0Jaz8Zi0LRpKtYA+jd2wcogfpw+QQSlxeR8XF4du3bohPj4e+fn56NKlC6ysrLBgwQLk5+dj1apVZREnlZBmMjifoCMiPbD6+B3M338TABDsXwNzezeAVMqlasiwlLinadKkSWjWrBlSU1NhZmamOf7WW2/h8OHDpRocvbp6roU9TTcTM6FSCyJHQ0SVlSAIWBR2U1MwvdfBE1/2YcFEhqnEPU0nT57E6dOnYWKiPWmvZs2aSEhIKLXA6PV4OFrAzFiGnAIV7j3NhmcVS7FDIqJKRq0W8MVv17DpTBwA4ONu3ni/g5fIURG9uhL3NKnVaqhUqmLHHzx4ACsrruCqL2RSCXxcC/8+OERHROVNqVLjo52XsOlMHCQS4Ms+DVgwkcErcdEUFBSEpUuXal5LJBJkZWXhiy++QI8ePUozNnpNRUN0fIKOiMpTnkKF90Iv4NfoBMikEiwd0BhDWrqLHRbRayvx8NzXX3+Nbt26oV69esjLy8PgwYMRExMDR0dHbN26tSxipFf0zxN0LJqIqHxk5yvx7sZInL7zFCZGUqwY3BSB9ZzFDouoVJS4aKpevTouXbqE7du349KlS8jKysLo0aMRHBysNTGcxMcn6IioPKXlFGDE+vO4eD8NFiYyrB3eDK08uWk4VRwlKpoUCgV8fHywb98+BAcHIzg4uKziolLg7WwFqQR4kpWP5Mw8OFlxTyciKhvJmXkY9sM53EzMhK25MTaMbIHG1W3FDouoVJVoTpOxsTHy8vLKKhYqZWYmMtT6+6k5DtERUVm5n5KDfqsicDMxE05WcmwfG8CCiSqkEk8EDwkJwYIFC6BUKssiHipl9Yu2U2HRRERl4K/kLPRbFYG4pzmobm+GneMD4O3CJ6mpYirxnKbz58/j8OHDOHjwIHx9fWFhYaF1/pdffim14Oj11XO1xp6LD7mdChGVuqsJ6Rj24zmkZBegtpMlNo32h4sNpwFQxVXiosnW1hZ9+/Yti1ioDPhWLZwMfiWBRRMRlZ5zsSkYveE8MvOV8K1qg59GtYC9hcnLLyQyYCUumtavX18WcVAZqf930XQ/JRdpOQWwNecPNSJ6PcduJWP85ijkKdRo4WGPH4Y3g5WpsdhhEZW5Es9pIsNiY2YMdwdzAOxtIqLX9/vlR3h3YyTyFGp09K6CjaNasGCiSqPEPU0eHh6QSJ6/0eLdu3dfKyAqfQ2q2iDuaQ6uJKSjbe0qYodDRAZq+/l4zPjlCtQC8EZDVyzu3xgmRvy3N1UeJS6aJk+erPVaoVAgOjoaBw4cwNSpU0srLipFDava4PfLj3CVPU1E9IrWnbyLL3+/AQAY1KIGvuzTADLp8/8BTVQRlbhomjRp0jOPL1++HJGRka8dEJU+TgYnolclCAKWHIrBt4djAADj2tXC9O4+LxxxIKqoSq1ftXv37vj5559L63ZUiv47GZyISBdqtYDZe69rCqapXb1ZMFGlVmpF065du2Bvb19at6NS9O/J4FcTuMglEb2cUqXG1F2XseH0PQDAnN71EdLRiwUTVWolHp5r0qSJ1v80giAgMTERjx8/xooVK0o1OCo9RZPBLyekoU1tbqBJRM+Xr1Rh4tZohF1LgkwqwaJ3GuLtptXEDotIdCUumvr06aP1WiqVokqVKujQoQN8fHxKKy4qZb6cDE5EOsgpUGLcpiicjHkCE5kU3w1ugq71XcQOi0gvlLho+uKLL8oiDipjDTkZnIheIj1XgVEbziMqLhXmJjKsHdYMrb3YM01UpMRzmi5cuIArV65oXu/Zswd9+vTBJ598goICTjLWV5wMTkQv8jgzHwPXnEFUXCqsTY2weYw/Cyai/yhx0TRu3Djcvn0bQOFClgMGDIC5uTl27tyJjz/+uNQDpNLByeBE9DwJabnovzoCNx5lwNFSju3jAtC0hp3YYRHpnRIXTbdv30bjxo0BADt37kT79u2xZcsWbNiwgUsO6LkGHKIjov+48zgL/VaeRuyTbFS1NcPO8QGo62otdlhEeqnERZMgCFCr1QCAQ4cOoUePHgCA6tWr48mTJ6UbHZWqfxa5TBM3ECLSC9cepqP/qgg8TM9DrSoW2Dk+AB6OFmKHRaS3SjwRvFmzZvjyyy8RGBiI48ePY+XKlQCA2NhYODs7l3qAVHqKJoNffsCeJqLKLiouBSPWn0dmnhL13ayxcVQLOFjKxQ6LSK+VuKdp6dKluHDhAiZMmIBPP/0UXl5eAAoXt2zVqlWpB0ilp0E1G0gkwIPUXDzJyhc7HCISycmYxxiy7hwy85RoXtMOW8e2ZMFEpIMS9zQ1bNhQ6+m5IosWLYJMJiuVoKhsWJsaw7OKJf5KzsLlB2no5MOeQaLKJuxaEqbsvIIClRrt61TBqiF+MDPhz24iXZS4p+n+/ft48OCB5vW5c+cwefJkbNy4EcbGxqUaHJW+RtVsAQAX49NEjYOIyt/ZZAkmbr+EApUaPXxdsHZYMxZMRCVQ4qJp8ODBOHr0KAAgMTERXbp0wblz5/Dpp59izpw5pR4gla7GNWwBABc5r4moUtkQEYctd2RQC0D/ZtXw3aCmMDEqte1HiSqFEv8fc/XqVbRo0QIAsGPHDjRo0ACnT59GaGgoNmzYUNrxUSlr/HdP06X7aRAEQdxgiKjMCYKAZYdiMO+PWwCAka3csaBvQ8ik3HiXqKRKXDQpFArI5YUTBg8dOoQ333wTAODj44NHjx6VbnRU6rxdrGBiJEV6rgL3nuaIHQ4RlSG1WsCcfdex5FDhgsTdq6kwo1sdrU3XiUh3JS6a6tevj1WrVuHkyZMIDw9Ht27dAAAPHz6Eg4NDqQdIpcvESIoGboUL1126nyZuMERUZpQqNT7++TLW/3kPAPBZD290qy6wYCJ6DSUumhYsWIDVq1ejQ4cOGDRoEBo1agQA+O233zTDdqTfGlW3BQBcZNFEVCHlKVR4P/QCdkU9gEwqwTf9GmF4gLvYYREZvBIvOdChQwc8efIEGRkZsLP7Z2+isWPHwtzcvFSDo7LRmEUTUYWVla/E2I2ROH3nKUyMpPh+UBME1XeBQqEQOzQig/dKj04IgoCoqCisXr0amZmZAAATExMWTQaiqGi6/jADBUq1uMEQUalJzS5A8NozOH3nKSxMZNgwsjmC6ruIHRZRhVHioikuLg6+vr7o3bs3QkJC8PjxYwCFw3b/93//V6J7qVQqfP755/Dw8ICZmRk8PT0xd+5crae6srKyMGHCBFSrVg1mZmaoV68eVq1apXWfvLw8hISEwMHBAZaWlujbty+SkpK02sTHx6Nnz54wNzeHk5MTpk6dCqVSqdXm2LFjaNq0KeRyOby8vCrs04A17M1hZ26MApUaNx5liB0OEZWCxPQ89F8dgUsP0mFnbowt77ZEK09HscMiqlBKXDRNmjQJzZo1Q2pqKszMzDTH33rrLRw+fLhE91qwYAFWrlyJ77//Hjdu3MCCBQuwcOFCfPfdd5o2U6ZMwYEDB7B582bcuHEDkydPxoQJE/Dbb79p2nz44YfYu3cvdu7ciePHj+Phw4d4++23NedVKhV69uyJgoICnD59Gj/99BM2bNiAmTNnatrExsaiZ8+e6NixIy5evIjJkydjzJgxCAsLK2mK9J5EItHMa7r0IE3UWIjo9cU9zcY7q04jJjkLLtam2DEuQPP/OBGVnhIXTSdPnsRnn30GExMTreM1a9ZEQkJCie51+vRp9O7dGz179kTNmjXxzjvvICgoCOfOndNqM3z4cHTo0AE1a9bE2LFj0ahRI02b9PR0/PDDD1i8eDE6deoEPz8/rF+/HqdPn8aZM2cAAAcPHsT169exefNmNG7cGN27d8fcuXOxfPlyFBQUAABWrVoFDw8PfPPNN6hbty4mTJiAd955B0uWLClpigyCZmVwzmsiMmg3HmXgnVUReJCaC3cHc+wcH4DazlZih0VUIZV4IrharYZKpSp2/MGDB7CyKtn/qK1atcKaNWtw+/Zt1KlTB5cuXcKpU6ewePFirTa//fYbRo0aBTc3Nxw7dgy3b9/WFDNRUVFQKBQIDAzUXOPj44MaNWogIiICLVu2REREBHx9feHs/M9ea127dsV7772Ha9euoUmTJoiIiNC6R1GbyZMnPzP2/Px85Of/s+ltRkbhMJdCoTCICZcN3CwBABfjU8s13qL3MoQciYl50l1lzlV0fBrGbLqAjDwlfJwt8eNwP1SxMn5mLipznkqCedJNRcpTST5DiYumoKAgLF26FGvWrAFQONSTlZWFL774Aj169CjRvaZPn46MjAz4+PhAJpNBpVJh3rx5CA4O1rT57rvvMHbsWFSrVg1GRkaQSqVYu3Yt2rVrB6BwKxcTExPY2tpq3dvZ2RmJiYmaNv8umIrOF517UZuMjAzk5uZqDUUCwPz58zF79uxin+no0aMGMSE+SwEARrj7JAe7fvsD5iX+Tng94eHh5fuGBop50l1ly9XNNAl+uCVFgVoCDysBw2uk4fzJl0+RqGx5elXMk24qQp5ycnRf6LnEvyq//vprdOvWDfXq1UNeXh4GDx6MmJgYODo6YuvWrSW6144dOxAaGootW7agfv36mrlEbm5uGD58OIDCounMmTP47bff4O7ujhMnTiAkJARubm7FeobK04wZMzBlyhTN64yMDFSvXh0dO3Y0mEU+19w9hbiUHDjVbYF2tctnwqhCoUB4eDi6dOnCDZ5fgHnSXWXM1YFrSVh37jIUagFtvRzw/aBGMDd58Y/zypinV8E86aYi5alopEgXJS6aqlevjkuXLmH79u24dOkSsrKyMHr0aAQHBxfrjXmZqVOnYvr06Rg4cCAAwNfXF3FxcZg/fz6GDx+O3NxcfPLJJ/j111/Rs2dPAEDDhg1x8eJFfP311wgMDISLiwsKCgqQlpam1duUlJQEF5fCR21dXFy05kkVnS86V/Tf/z5xl5SUBGtr62d+LrlcrtlO5t+MjY0N5hvIr6Yd4lJycOlBBjrXcy3X9zakPImJedJdZcnVjvP3Mf2Xy1ALQE9fVywZ0LhEG+9Wljy9LuZJNxUhTyWJv0QTwRUKBTw9PRETE4Pg4GAsXLgQK1aswJgxY0pcMAGFXWJSqXYIMpkMarVa834KheKFbfz8/GBsbKz15N6tW7cQHx+PgIAAAEBAQACuXLmC5ORkTZvw8HBYW1ujXr16mjb/ffovPDxcc4+KqGmNwsVJL8SniRsIEelk7Ym7+PjnwoJpYPPq+HZQkxIVTET0ekrU02RsbIy8vLxSe/NevXph3rx5qFGjBurXr4/o6GgsXrwYo0aNAgBYW1ujffv2mDp1KszMzODu7o7jx49j48aNmsniNjY2GD16NKZMmQJ7e3tYW1vjgw8+QEBAAFq2bAmgcB5WvXr1MHToUCxcuBCJiYn47LPPEBISouktGj9+PL7//nt8/PHHGDVqFI4cOYIdO3bg999/L7XPq2/83AuLpuj4VKjUAnc9J9JTgiDg64O3sPzoHQDAuHa1ML27D/eRIypnJR6eCwkJwYIFC7Bu3ToYGb3e7OHvvvsOn3/+Od5//30kJyfDzc0N48aN01o/adu2bZgxYwaCg4ORkpICd3d3zJs3D+PHj9e0WbJkCaRSKfr27Yv8/Hx07doVK1as0JyXyWTYt28f3nvvPQQEBMDCwgLDhw/HnDlzNG08PDzw+++/48MPP8SyZctQrVo1rFu3Dl27dn2tz6jP6jhbwVJuhKx8JW4nZaKuq7XYIRHRf6jVAmb+dhWbz8QDAD7u5o33O3iJHBVR5VTiquf8+fM4fPgwDh48CF9fX1hYWGid/+WXX3S+l5WVFZYuXYqlS5c+t42LiwvWr1//wvuYmppi+fLlWL58+XPbuLu7448//njhfTp06IDo6OgXtqlIZFIJGle3xam/niAqLpVFE5GeUajU+L+dl7Dn4kNIJMCXfRog2J8b7xKJpcRFk62tLfr27VsWsZAImtYoLJouxKViSEv+MCbSF7kFKoRsuYAjN5NhJJVgyYDG6NXITeywiCq1EhdNL+v1IcPS1L1oMniqyJEQUZGMPAXGbIjEuXspMDWWYuUQP3T0dhI7LKJKT+fHLtRqNRYsWIDWrVujefPmmD59OnJzc8syNioHTaoXFk33nubgSVb+S1oTUVl7kpWPQWvO4Ny9FFjJjbBptD8LJiI9oXPRNG/ePHzyySewtLRE1apVsWzZMoSEhJRlbFQObMyNUdupcEuVaC49QCSqhLRc9F8VgWsPM+BgYYKtY1uieU17scMior/pXDRt3LgRK1asQFhYGHbv3o29e/ciNDRUs14SGa6i9Zqi4jhERySWO4+z0G/ladx9ko2qtmbYOT4ADaraiB0WEf2LzkVTfHy81t5ygYGBkEgkePjwYZkERuWnaL2mCyyaiERxNSEd/VdF4GF6HjyrWGDn+ADUqmIpdlhE9B86TwRXKpUwNTXVOmZs/OzdtMmwFE0Gv/QgDflKFeRGMpEjIqo8zt59ijE/RSIzXwnfqjbYMLI5HCyLb9FEROLTuWgSBAEjRozQ2m8tLy8P48eP11qrqSTrNJF+8KxiAQcLEzzNLsDVhHT4uXMOBVF5OHozGeM3RyFfqUYLD3v8MLwZrEwNex8voopM56Jp+PDhxY4NGTKkVIMhcUgkEjSraYewa0k4F5vKoomoHOy5mICPdlyCUi2gs48Tlgc3hakxe3mJ9JnORRPXZ6rYmte0R9i1JJy/l4L34Cl2OEQV2qYzcZi55yoEAejT2A2L+jWCsYwb7xLpu9fbPI4qjBYehb1LkfdSoFYLkHLzXqJSJwgCVhy7g0VhtwAAwwLcMatXff7/RmQg+E8bAgDUc7WGhYkMGXlK3ErKFDscogpHEATM339TUzBN7OSF2W+yYCIyJCyaCABgJJNqnqI7fy9F5GiIKhaVWsD0n69gzYm7AIDPetbFlCBvSCQsmIgMCYsm0ihaefhcLIsmotKSr1Thg60XsD3yPqQSYGHfhhjTtpbYYRHRK+CcJtIoKprO30uBIAj8VzDRa8opUGLcpiicjHkCE5kU3w5qjG4NXMUOi4heEXuaSKNJDVsYyyRIysjH/RRuxkz0OtJzFBiy7ixOxjyBuYkMP45ozoKJyMCxaCINU2MZfP/e6+oc5zURvbLkjDwMWBOBC/FpsDEzRugYf7Sp7Sh2WET0mlg0kZbmfy89cJ7zmoheyf2UHPRbHYGbiZlwspJjx7gANPl7U2wiMmwsmkhLi6LJ4OxpIiqx20mZeGfVacQ9zUF1ezPsGt8K3i5WYodFRKWERRNpaVbTHlIJEPskG0kZeWKHQ2QwLt5PQ//VEUjKyIe3sxV2jW+FGg7mYodFRKWIRRNpsTEzRn23wnlNEXeeihwNkWE4/dcTBK89g7QcBRpXt8X2cS3hbG0qdlhEVMpYNFExAZ4OAFg0Eeki7FoiRqw/j+wCFdp4OSJ0jD9szU3EDouIygCLJiomoNbfRdNdFk1EL/Jz1AO8H3oBBSo1utV3wQ8jmsFCzuXviCoqFk1UTHMPe8ikEsSn5CAhjes1ET3Lj6di8dHOS1CpBbzjVw3fD24CuZFM7LCIqAyxaKJiLOVGmvWaOERHpE0QBCwJv405+64DAEa38cDCvg1hJOOPU6KKjv+X0zMVzWs6feeJyJEQ6Q+1WsDsvdex7HAMAOD/gurgs551IZVyyyGiyoBFEz1T0bymM3eeQhAEkaMhEp9Cpcb/7byEDafvAQDm9K6PCZ1qc49GokqERRM9U7OadjCWSfAwPQ/xKTlih0MkqjyFCu9tjsIv0QmQSSVYOqAxhgXUFDssIipnLJromcxNjNComi0Azmuiyi0jT4FhP5zDoRvJkBtJsXaYH/o0qSp2WEQkAhZN9Fya9Zq49ABVUsmZeRiw+gzO3UuBlakRNo32RycfZ7HDIiKRsGii5/r3Ipec10SVzf2UHPRbFYEbjzLgaCnH9rEBaPH3htZEVDmxaKLnalrDDiZGUiRn5uPuk2yxwyEqN7cSM9F35T8b7/78XgDquVmLHRYRiYxFEz2XqbEMfjXsAAB//sWlB6hyiIpLRb9Vp5Gc+c/Gu+4OFmKHRUR6gEUTvVCb2o4AgJMxLJqo4jt2KxlD1p1FRp4Sfu522DEugBvvEpEGiyZ6oXa1qwAonNekUKlFjoao7Px26SHG/BSJXIUK7etUwabRLWBjbix2WESkR1g00QvVd7OGnbkxsvKVuHg/TexwiMrEpoh7mLQtGkq1gDcbuWHtsGYwN+HGu0SkjUUTvZBUKkFrLw7RUcUkCAKWHYrB53uuQRCAYQHuWDqgMUyM+KORiIrjTwZ6qbaaeU2PRY6EqPQU7SO35NBtAMCkzrUx+8363EeOiJ6L/c/0Um3+ntd06X4a0nMVsDHjPA8ybAqVGlN3XsLuiw8BALN61cOI1h4iR0VE+o49TfRSVW3NUKuKBdQCEHGHQ3Rk2HILVBi3KQq7Lz6E0d/7yLFgIiJdsGginRQ9Rcd5TWTI0nMVGPbjWRy5mQxTYynWDmvGfeSISGcsmkgnbbleExm4wn3kInD+XiqsTY2webQ/Ovo4iR0WERkQFk2kE/9aDjCSShCfkoO4p9xShQxL/NMcvLMyAjcTM1HFSo7t4wLQrCb3kSOikmHRRDqxlBvBz71wS5Vjt/gUHRmOG48y0HfVacSn5KCGvTl2jQ9AXVfuI0dEJceiiXRWNJRx9FayyJEQ6SbyXgoGrI7A48x8+LhYYdf4AO4jR0SvjEUT6ayjd2HRFHHnKXILVCJHQ/RiR28mY8gPhfvINXO3w/axAXDiPnJE9BpYNJHO6jhbws3GFPlKNSLuckI46a89FxPw7sZI5CnU6OhdBZtG+3MfOSJ6bSyaSGcSieSfIbqbnNdE+umn0/cweftFKNUC+jR2w5phzWBmIhM7LCKqAFg0UYkUDdEdvZUMQRBEjoboH4IgYOmh2/jit8J95Ea0qonF/RvDWMYfc0RUOriNCpVIKy8HmBhJ8SA1F38lZ6G2s5XYIRFBLQBzf7+JTWfvAwA+DKyDiZ29IJFwHzkiKj38JxiViLmJEVrWcgDAp+hIPyhUamyKkWLT2fuQSIA5vetjUmBtFkxEVOpYNFGJdfQu3FKF85pIbLkFKrwXehEXnko1+8gNC6gpdlhEVEGxaKISK5rXdP5eCjLyFCJHQ5VVeo4CQ344i+MxT2AsFbB6SBP0bsx95Iio7LBoohKr6WiBWo4WUKoFnLjN3iYqf8kZeei/OgJRcYX7yIXUU6Hd3/sjEhGVFRZN9Eq61HMGAIRfTxI5Eqps4p5mo++q07iVlAknKzm2jG4ODz6PQETlgEUTvZKg+oVF05GbyShQqkWOhiqL6w8z0HdlBO6n5MLdwRw/v9cK3i6smIiofLBoolfSuLodHC3lyMxT4mzsU7HDoUrgzN2nGLA6Ak+y8lHX1Ro7xwegur252GERUSXCooleiUwqQWDdwgnhHKKjsnbg6iMM+/EcMvOVaOFhj21jW8LJivvIEVH5YtFEr6xoiO7gtSSuDk5lZsvZeLwfegEFSjWC6jlj46gWsDHjPnJEVP5YNNEra+XpCHMTGRIz8nAlIV3scKiCEQQB3x6OwSe/XoFaAAa1qI4VwU1hasx95IhIHKIWTSqVCp9//jk8PDxgZmYGT09PzJ07t1ivxY0bN/Dmm2/CxsYGFhYWaN68OeLj4zXn8/LyEBISAgcHB1haWqJv375IStIeMoqPj0fPnj1hbm4OJycnTJ06FUqlUqvNsWPH0LRpU8jlcnh5eWHDhg1l9tkrAlNjGTr8vdDlwWscoqPSo1IL+OK3a1gcfhsAMLGTF/73li+MuI8cEYlI1J9ACxYswMqVK/H999/jxo0bWLBgARYuXIjvvvtO0+bOnTto06YNfHx8cOzYMVy+fBmff/45TE3/mc/w4YcfYu/evdi5cyeOHz+Ohw8f4u2339acV6lU6NmzJwoKCnD69Gn89NNP2LBhA2bOnKlpExsbi549e6Jjx464ePEiJk+ejDFjxiAsLKx8kmGgguq5AOC8Jio9+UoVJm6NxsaIOEgkwOw362NKkDe3RSEi0Ym6Ye/p06fRu3dv9OzZEwBQs2ZNbN26FefOndO0+fTTT9GjRw8sXLhQc8zT01Pz5/T0dPzwww/YsmULOnXqBABYv3496tatizNnzqBly5Y4ePAgrl+/jkOHDsHZ2RmNGzfG3LlzMW3aNMyaNQsmJiZYtWoVPDw88M033wAA6tati1OnTmHJkiXo2rVreaTDIHX0doJMKsGtpEzce5KNmo4WYodEBiwzT4Fxm6Jw+s5TGMskWDKgMd5o6CZ2WEREAEQumlq1aoU1a9bg9u3bqFOnDi5duoRTp05h8eLFAAC1Wo3ff/8dH3/8Mbp27Yro6Gh4eHhgxowZ6NOnDwAgKioKCoUCgYGBmvv6+PigRo0aiIiIQMuWLREREQFfX184Oztr2nTt2hXvvfcerl27hiZNmiAiIkLrHkVtJk+e/MzY8/PzkZ+fr3mdkZEBAFAoFFAoKs/WIubGQEsPe/x55yn2XnyA8e1rvbB9UW4qU45eRWXM05OsfIzZdAHXHmbCwkSG5YMbo7Wnw0tzUBlz9SqYJ90wT7qpSHkqyWcQtWiaPn06MjIy4OPjA5lMBpVKhXnz5iE4OBgAkJycjKysLHz11Vf48ssvsWDBAhw4cABvv/02jh49ivbt2yMxMREmJiawtbXVurezszMSExMBAImJiVoFU9H5onMvapORkYHc3FyYmZlpnZs/fz5mz55d7DMdPXoU5uaVa+2Y6oIEgAzbTsegRvZNna4JDw8v26AqiMqSpyd5wMrrMjzJl8DSSMB473yk3zqLP27pfo/KkqvXxTzphnnSTUXIU05Ojs5tRS2aduzYgdDQUGzZsgX169fXzCVyc3PD8OHDoVYXrjTdu3dvfPjhhwCAxo0b4/Tp01i1ahXat28vWuwzZszAlClTNK8zMjJQvXp1dOzYEQ4ODqLFJYaAnALsWnAcCTlA3Rbt4fGCITqFQoHw8HB06dIFxsZ8bPx5KlOerj/KwNyNF/AkvwDV7MywfnhT1HTQfZi3MuXqdTBPumGedFOR8lQ0UqQLUYumqVOnYvr06Rg4cCAAwNfXF3FxcZg/fz6GDx8OR0dHGBkZoV69elrXFc03AgAXFxcUFBQgLS1Nq7cpKSkJLi4umjb/nidVdL7oXNF///vEXVJSEqytrYv1MgGAXC6HXC4vdtzY2Njgv4FKysnGGK29HHH89mOEXX+MDzrbvvSaypinV1HR8xRx5ynGboxEZr4SdV2t8dPI5nCyfrVFKyt6rkoL86Qb5kk3FSFPJYlf1KfncnJyIJVqhyCTyTQ9TCYmJmjevDlu3dLuo799+zbc3d0BAH5+fjA2Nsbhw4c152/duoX4+HgEBAQAAAICAnDlyhUkJydr2oSHh8Pa2lpTkAUEBGjdo6hN0T3oxXo2dAUA/H7lkciRkKHYf+URhv+9yre/hz22j2v5ygUTEVF5ELWnqVevXpg3bx5q1KiB+vXrIzo6GosXL8aoUaM0baZOnYoBAwagXbt26NixIw4cOIC9e/fi2LFjAAAbGxuMHj0aU6ZMgb29PaytrfHBBx8gICAALVu2BAAEBQWhXr16GDp0KBYuXIjExER89tlnCAkJ0fQWjR8/Ht9//z0+/vhjjBo1CkeOHMGOHTvw+++/l3teDFHXei74VHYFNxMz8VdyJrycuIkqPd/mM3H4fM9VCALQrb4Llg5szEUriUjvidrT9N133+Gdd97B+++/j7p16+L//u//MG7cOMydO1fT5q233sKqVauwcOFC+Pr6Yt26dfj555/Rpk0bTZslS5bgjTfeQN++fdGuXTu4uLjgl19+0ZyXyWTYt28fZDIZAgICMGTIEAwbNgxz5szRtPHw8MDvv/+O8PBwNGrUCN988w3WrVvH5QZ0ZGNujLa1Cxe63HeZvU30bIIgYOmh2/hsd2HBNKhFDSznKt9EZCBE7WmysrLC0qVLsXTp0he2GzVqlFbv03+Zmppi+fLlWL58+XPbuLu7448//njh+3To0AHR0dEvbEPP19PXFUduJuP3y48wObCO2OGQnlGpBcz67Ro2nYkDAEzsXBsfBtbmopVEZDC4JwGVmi71nWEikyImOQu3kzLFDof0SJ5ChQlbLmDTmcJVvuf0ro8pXeqwYCIig8KiiUqNtakx2tX5e4ju0kORoyF9kZZTgCHrzmL/1USYyKT4blATDAuoKXZYREQlxqKJStUbfz9Ft/fyo2IbL1Plcz8lB31XnkZkXCqsTI3w06gW3BaFiAwWiyYqVV3qOcPMWIbYJ9mIvp8mdjgkoqsJ6Xh75WnceZwNVxtT/PxeKwR4Vq6FX4moYmHRRKXKQm6E7g0KFwz95cIDkaMhsZyMeYwBqyPwODMfPi5W+PX91qjjzGUoiMiwsWiiUvd202oAgL2XHiFfqRI5GipvP0c9wMj155FdoEJALQfsGB8AFxsuWklEho9FE5W6AE8HuFibIj1XgSM3kl9+AVUIgiBg+dG/8NHOS1CqBbzZyA0bRjWHtalhb7FARFSERROVOplUgreaVgUA/HwhQeRoqDwoVWp8tvsqFoUVbnk0rn0tLB3QGHIjLlpJRBUHiyYqE283KSyajt1KxtOsfJGjobKUW6DC+M1RCD0bD4kEmP1mfczoXhdSKddgIqKKhUUTlYnazlZoWM0GSrWA37hmU4X1NCsfg9aewaEbyZAbSbEyuCmGt6opdlhERGWCRROVmaLepl1RfIquIop7mo13VkXg4v002JobI3SMP7o1cBU7LCKiMsOiicpM78ZVYSKT4trDDFx5kC52OFSKLt1PQ9+VpxH7JBtVbc2wa3wrNKtpL3ZYRERlikUTlRk7CxN09y1cs2nLuTiRo6HScvRmMgauOYMnWQWo72aNX99vBS8nS7HDIiIqcyyaqEwNalEDALDn4kNk5StFjoZe1/bz8RizMRK5ChXa1nbE9nEBcLLmGkxEVDmwaKIy5e9hj1pVLJBToMKei1x+wFAJgoAl4bcx7ecrUKkF9G1aDT+OaA5LuZHYoRERlRsWTVSmJBIJBv/d27T1XLzI0dCrKFCq8fGuy1h2OAYA8EEnL3zdryGMZfzxQUSVC3/qUZl7u2k1mMikuJqQgSsJnBBuSNJzFBj+4znsjHoAqQSY91YDfBTkDYmEazARUeXDoonKnL2FCbr9vYnvtvNcfsBQxD3Nxlsr/0TE3aewMJHhhxHNEezvLnZYRESiYdFE5WKwf+EQ3W+XHyFbIXIw9FKR91Lw1orTuPs4G242ptj1Xit09HYSOywiIlGxaKJy4e9hj7qu1shTqBGRzKEdfbbnYgIGrzuLlOwC+Fa1we6Q1qjrai12WEREomPRROVCIpFgVOuaAICTiVIoVGpxA6JiBEHAt4djMGnbRRQo1eha3xnbx7XkkgJERH9j0UTlplcjNzhYmCCtQILw68lih0P/kq9U4aMdl7A4/DYAYGy7WlgZ7AdzEy4pQERUhEUTlRtTYxkGt6gGANgQwRXC9UVqdgGG/nAOv0QnQCaV4H9v+eKTHnUhlXIYlYjo31g0Ubka1Lw6ZBIB0ffTER2fKnY4lV7sk2y8vfI0zsWmwEpuhPUjmmsm7RMRkTYWTVSuqljJ4ecoAAB+OBUrcjSV26mYJ+iz/E/Nprs/v98K7epUETssIiK9xaKJyl1718JJ4H9ceYS4p9kiR1P5CIKAH07FYtiPZ5Geq0Dj6rbYHdIadZytxA6NiEivsWiiclfNAmhf2xFqAVh1/I7Y4VQq+UoVpu66jLn7rkMtAH2bVsO2sS1RxUoudmhERHqPRROJ4r32HgCAXVEPkJieJ3I0lUNyRh4GrjmDXX9vifL5G/Xwdb+GMDWWiR0aEZFBYNFEovBzt0MLD3soVALWnrwrdjgV3sX7aej1/SlEx6fBxswYP41qgdFtPLiHHBFRCbBoItGEdPQCAGw5G4+nWfkiR1Nx/XLhAfqvjkBSRj68nCyxJ6Q12tbmhG8iopJi0USiaVfbEQ2r2SBXoeLcpjKgVKkx7/frmLLjEgqUagTWdcKv77dCTUcLsUMjIjJILJpINBKJBB92qQMA2BgRh6QMzm0qLek5CozccB5rTxYu6zChoxfWDG0GK1NjkSMjIjJcLJpIVB3qVEEzdzvkK9X47kiM2OFUCLcSM9FnxZ84GfMEpsZSfD+4Cf6vqzdX+CYiek0smkhUEokE/9fVGwCw7dx93E/JETkiw7Y7OkF7wcr3WuGNhm5ih0VEVCGwaCLRtazlgLa1HaFUC5oNY6lkCpRqzNxzFZO3X0SuQoW2tR3x24TWqO9mI3ZoREQVBosm0gtT/+5t+jU6gXvSldDDtFz0Xx2BjX9vgvxBJy9sGNkCDpZcsJKIqDSxaCK90LCaLfo2rQYAmLPvOgRBEDkiw3D0VjLe+O4ULt5Pg7WpEX4c0QwfBXlDxvlLRESljkUT6Y2Pu3nD3ESG6Pg07Ln4UOxw9JpCpcb8P25g5PrzSMkuQH03a/w+sS06+TiLHRoRUYXFoon0hrO1qWbBy6/230ROgVLkiPTTg9Qc9F8dgdUnCldSH9GqJn55vxWq25uLHBkRUcXGoon0yug2Hqhub4bEjDwsP/qX2OHonQNXE9Fj2UlExxcOx60a0hSz3qwPuRH3jyMiKmssmkivmBrL8FnPegCA1cfv4mZihsgR6YfsfCWm7bqM8ZujkJGnROPqtvh9Ylt0a+AqdmhERJUGiybSO13ruyConjOUagHTf74ClbpyTwqPiktFj29PYnvkfUgkwPj2ntg5PoDDcURE5YxFE+mlOb0bwEpuhIv307Dh9D2xwxGFSgC+PfIX+q+OQNzTHFS1NcO2d1tiencfGMv4vy4RUXnjT17SSy42ppjewwcAsPDATcQkZYocUfm6mZiJJVdk+O7oXajUAt5qUhX7J7eFfy0HsUMjIqq0WDSR3hrcogba16mCfKUak7ZdRIFSLXZIZa5AqcbSQ7fx9qozuJ8tgbWpEb4d1ARLBjSGNTfbJSISFYsm0lsSiQSL3mkIO3NjXH+Uga8P3hI7pDJ15UE63vz+FJYeioFCJcDXTo39E1vjzUbcO46ISB+waCK95mRtivlvNwQArDlxF/uvPBI5otKXla/El/uuo8+KP3EzMRP2FiZY2r8hRnur4WTFrVCIiPQFiybSe90auODdth4AgP/beQl/JVeM+U2CIGDvpYfo/M0xrDsVC5VaQM+Grgj/sB16+rpAwp1QiIj0ipHYARDpYlo3H1xJSMeZuykYuykKu0NaG/QcnzuPs/DFnms49dcTAIC7gzlmv1kfHbydAAAKhULM8IiI6BnY00QGwUgmxfeDm8LVxhR3H2dj7MZI5ClUYodVYk+y8vH57qsIWnICp/56AhMjKSYH1kbY5HaagomIiPQTiyYyGI6Wcqwd1gyWciOcuZuCSduioVQZxhN1uQUqfH8kBh0WHcOmM3FQqQV09nFC+IftMDmwDkyNuQ0KEZG+Y9FEBqVBVRusGeYHE5kUYdeSMOOXK1Dr8YrheQoVNvwZiw5fH8XXB28jK18J36o22PpuS/wwojncHSzEDpGIiHTEOU1kcFp5OuLbQU3wfmgUdkY9QIFKja/7NdKrVbJzCpQIPROPNSfv4nFmPgCgqq0ZPu7mjV4N3SCVcpY3EZGhYdFEBqlbAxcsHdgEU7ZfxJ6LD5GRq8CyQU1EnxyenJGHLefisTEiDinZBQAKi6XxHTzRz68ah+GIiAwYiyYyWG82coOV3AjjN0fh6K3HeGv5n1gzrBk8q1iWaxyCIOBcbAo2nolD2NVEKP8eLnR3MEdIBy/0aVIVJkb60wtGRESvhkUTGbSOPk7YOT4A4zZF4c7jbLzx7Sl83M0bwwNqlvkQWNzTbOy7/Ah7LibgdlKW5ngzdzsMa1UTPRq4wEiPhgyJiOj1sGgig9ewmi1+m9AGk7ZF4/Sdp5i99zr+uPIIn/Wsh0bVbUvtfQRBwN0n2Th8Iwn7Lj/C5QfpmnNmxjL0aeKGIS3dUd/NptTek4iI9AeLJqoQqljJsXm0P7aci8f8P27g/L1U9F7+JwLrOmNYgDvaeDmWuOdJrRZw90kWLt1Px/l7KTgZ8wQJabma8zKpBK08HfBGQ1d0a+AKGzPDXWyTiIhejkUTVRhSqQRDWrqjg3cVLA6/jd3RCTh0IwmHbiTB2VqOdrWroKm7HWo5WsDewgQmRlIo1QKy8pRIyS5ASnYBEjPycPdxNmKfZCEmKQuZ+Uqt9zCRSdHcww7dGriiewMXOFpybzgiosqCRRNVONXszLG4f2O838ELm8/E4ecLD5CUkY+dUQ+wM+pBie5lZiyDb1UbNK5hi9ZejmhR0x5mJnwCjoioMmLRRBWWl5MlZr1ZH9O7++D8vRScinmCm4mZuPskC1l5SuQr1TCSSmAhN4K9hQnsLUxQxUqOWo4W8HC0hKeTBbyqWHIyNxERARB5RXCVSoXPP/8cHh4eMDMzg6enJ+bOnQtBePYKz+PHj4dEIsHSpUu1jqekpCA4OBjW1tawtbXF6NGjkZWVpdXm8uXLaNu2LUxNTVG9enUsXLiw2P137twJHx8fmJqawtfXF3/88UepfVYSj6mxDG1rV8GMHnXx06gWOPlxJ0TPDML1Od1weVZXRMzojN8ntsWm0f5Y3L8xJnSqjZ4NXeHjYs2CiYiINET9jbBgwQKsXLkS33//PW7cuIEFCxZg4cKF+O6774q1/fXXX3HmzBm4ubkVOxccHIxr164hPDwc+/btw4kTJzB27FjN+YyMDAQFBcHd3R1RUVFYtGgRZs2ahTVr1mjanD59GoMGDcLo0aMRHR2NPn36oE+fPrh69WrZfHgiIiIyKKIWTadPn0bv3r3Rs2dP1KxZE++88w6CgoJw7tw5rXYJCQn44IMPEBoaCmNj7SeUbty4gQMHDmDdunXw9/dHmzZt8N1332Hbtm14+PAhACA0NBQFBQX48ccfUb9+fQwcOBATJ07E4sWLNfdZtmwZunXrhqlTp6Ju3bqYO3cumjZtiu+//77sE0FERER6T9Q5Ta1atcKaNWtw+/Zt1KlTB5cuXcKpU6e0ihm1Wo2hQ4di6tSpqF+/frF7REREwNbWFs2aNdMcCwwMhFQqxdmzZ/HWW28hIiIC7dq1g4mJiaZN165dsWDBAqSmpsLOzg4RERGYMmWK1r27du2K3bt3PzP2/Px85Ofna15nZGQAABQKBRQKxSvlozIoyg1z9GLMk+6YK90wT7phnnRTkfJUks8gatE0ffp0ZGRkwMfHBzKZDCqVCvPmzUNwcLCmzYIFC2BkZISJEyc+8x6JiYlwcnLSOmZkZAR7e3skJiZq2nh4eGi1cXZ21pyzs7NDYmKi5ti/2xTd47/mz5+P2bNnFzt+9OhRmJubv+STU3h4uNghGATmSXfMlW6YJ90wT7qpCHnKycnRua2oRdOOHTsQGhqKLVu2oH79+rh48SImT54MNzc3DB8+HFFRUVi2bBkuXLgAiUS/doWfMWOGVs9URkYGqlevjo4dO8LBwUHEyPSbQqFAeHg4unTpUmyolf7BPOmOudIN86Qb5kk3FSlPRSNFuhC1aJo6dSqmT5+OgQMHAgB8fX0RFxeH+fPnY/jw4Th58iSSk5NRo0YNzTUqlQofffQRli5dinv37sHFxQXJycla91UqlUhJSYGLiwsAwMXFBUlJSVptil6/rE3R+f+Sy+WQy4svbGhsbGzw30DlgXnSDfOkO+ZKN8yTbpgn3VSEPJUkflEngufk5EAq1Q5BJpNBrVYDAIYOHYrLly/j4sWLmi83NzdMnToVYWFhAICAgACkpaUhKipKc48jR45ArVbD399f0+bEiRNa45bh4eHw9vaGnZ2dps3hw4e1YgkPD0dAQEDpf3AiIiIyOKL2NPXq1Qvz5s1DjRo1UL9+fURHR2Px4sUYNWoUAMDBwaHYUJexsTFcXFzg7e0NAKhbty66deuGd999F6tWrYJCocCECRMwcOBAzfIEgwcPxuzZszF69GhMmzYNV69exbJly7BkyRLNfSdNmoT27dvjm2++Qc+ePbFt2zZERkZqLUtARERElZeoRdN3332Hzz//HO+//z6Sk5Ph5uaGcePGYebMmSW6T2hoKCZMmIDOnTtDKpWib9+++PbbbzXnbWxscPDgQYSEhMDPzw+Ojo6YOXOm1lpOrVq1wpYtW/DZZ5/hk08+Qe3atbF79240aNCg1D4vERERGS5RiyYrKyssXbq02ArfL3Lv3r1ix+zt7bFly5YXXtewYUOcPHnyhW369euHfv366RwLERERVR7cI4KIiIhIByyaiIiIiHTAoomIiIhIByyaiIiIiHQg6kTwikQQBABAZmamwS/0VZYUCgVycnKQkZHBPL0A86Q75ko3zJNumCfdVKQ8Fa0IXvR7/EVYNJWSp0+fAkCxPe6IiIhI/2VmZsLGxuaFbVg0lRJ7e3sAQHx8/EuTXpkV7dF3//59WFtbix2O3mKedMdc6YZ50g3zpJuKlCdBEJCZmalZEPtFWDSVkqLtYGxsbAz+G6g8WFtbM086YJ50x1zphnnSDfOkm4qSJ107OzgRnIiIiEgHLJqIiIiIdMCiqZTI5XJ88cUXkMvlYoei15gn3TBPumOudMM86YZ50k1lzZNE0OUZOyIiIqJKjj1NRERERDpg0URERESkAxZNRERERDpg0URERESkAxZNpWT58uWoWbMmTE1N4e/vj3PnzokdkqhOnDiBXr16wc3NDRKJBLt379Y6LwgCZs6cCVdXV5iZmSEwMBAxMTHiBCui+fPno3nz5rCysoKTkxP69OmDW7duabXJy8tDSEgIHBwcYGlpib59+yIpKUmkiMWxcuVKNGzYULOQXkBAAPbv3685zxw921dffQWJRILJkydrjjFXwKxZsyCRSLS+fHx8NOeZo38kJCRgyJAhcHBwgJmZGXx9fREZGak5X9l+lrNoKgXbt2/HlClT8MUXX+DChQto1KgRunbtiuTkZLFDE012djYaNWqE5cuXP/P8woUL8e2332LVqlU4e/YsLCws0LVrV+Tl5ZVzpOI6fvw4QkJCcObMGYSHh0OhUCAoKAjZ2dmaNh9++CH27t2LnTt34vjx43j48CHefvttEaMuf9WqVcNXX32FqKgoREZGolOnTujduzeuXbsGgDl6lvPnz2P16tVo2LCh1nHmqlD9+vXx6NEjzdepU6c055ijQqmpqWjdujWMjY2xf/9+XL9+Hd988w3s7Ow0bSrdz3KBXluLFi2EkJAQzWuVSiW4ubkJ8+fPFzEq/QFA+PXXXzWv1Wq14OLiIixatEhzLC0tTZDL5cLWrVtFiFB/JCcnCwCE48ePC4JQmBdjY2Nh586dmjY3btwQAAgRERFihakX7OzshHXr1jFHz5CZmSnUrl1bCA8PF9q3by9MmjRJEAR+PxX54osvhEaNGj3zHHP0j2nTpglt2rR57vnK+LOcPU2vqaCgAFFRUQgMDNQck0qlCAwMREREhIiR6a/Y2FgkJiZq5czGxgb+/v6VPmfp6ekA/tkAOioqCgqFQitXPj4+qFGjRqXNlUqlwrZt25CdnY2AgADm6BlCQkLQs2dPrZwA/H76t5iYGLi5uaFWrVoIDg5GfHw8AObo33777Tc0a9YM/fr1g5OTE5o0aYK1a9dqzlfGn+Usml7TkydPoFKp4OzsrHXc2dkZiYmJIkWl34rywpxpU6vVmDx5Mlq3bo0GDRoAKMyViYkJbG1ttdpWxlxduXIFlpaWkMvlGD9+PH799VfUq1ePOfqPbdu24cKFC5g/f36xc8xVIX9/f2zYsAEHDhzAypUrERsbi7Zt2yIzM5M5+pe7d+9i5cqVqF27NsLCwvDee+9h4sSJ+OmnnwBUzp/lRmIHQESFQkJCcPXqVa25FfQPb29vXLx4Eenp6di1axeGDx+O48ePix2WXrl//z4mTZqE8PBwmJqaih2O3urevbvmzw0bNoS/vz/c3d2xY8cOmJmZiRiZflGr1WjWrBn+97//AQCaNGmCq1evYtWqVRg+fLjI0YmDPU2vydHRETKZrNiTFUlJSXBxcREpKv1WlBfm7B8TJkzAvn37cPToUVSrVk1z3MXFBQUFBUhLS9NqXxlzZWJiAi8vL/j5+WH+/Plo1KgRli1bxhz9S1RUFJKTk9G0aVMYGRnByMgIx48fx7fffgsjIyM4OzszV89ga2uLOnXq4K+//uL307+4urqiXr16Wsfq1q2rGcqsjD/LWTS9JhMTE/j5+eHw4cOaY2q1GocPH0ZAQICIkekvDw8PuLi4aOUsIyMDZ8+erXQ5EwQBEyZMwK+//oojR47Aw8ND67yfnx+MjY21cnXr1i3Ex8dXulz9l1qtRn5+PnP0L507d8aVK1dw8eJFzVezZs0QHBys+TNzVVxWVhbu3LkDV1dXfj/9S+vWrYstgXL79m24u7sDqKQ/y8WeiV4RbNu2TZDL5cKGDRuE69evC2PHjhVsbW2FxMREsUMTTWZmphAdHS1ER0cLAITFixcL0dHRQlxcnCAIgvDVV18Jtra2wp49e4TLly8LvXv3Fjw8PITc3FyRIy9f7733nmBjYyMcO3ZMePTokeYrJydH02b8+PFCjRo1hCNHjgiRkZFCQECAEBAQIGLU5W/69OnC8ePHhdjYWOHy5cvC9OnTBYlEIhw8eFAQBOboRf799JwgMFeCIAgfffSRcOzYMSE2Nlb4888/hcDAQMHR0VFITk4WBIE5KnLu3DnByMhImDdvnhATEyOEhoYK5ubmwubNmzVtKtvPchZNpeS7774TatSoIZiYmAgtWrQQzpw5I3ZIojp69KgAoNjX8OHDBUEofFT1888/F5ydnQW5XC507txZuHXrlrhBi+BZOQIgrF+/XtMmNzdXeP/99wU7OzvB3NxceOutt4RHjx6JF7QIRo0aJbi7uwsmJiZClSpVhM6dO2sKJkFgjl7kv0UTcyUIAwYMEFxdXQUTExOhatWqwoABA4S//vpLc545+sfevXuFBg0aCHK5XPDx8RHWrFmjdb6y/SyXCIIgiNPHRURERGQ4OKeJiIiISAcsmoiIiIh0wKKJiIiISAcsmoiIiIh0wKKJiIiISAcsmoiIiIh0wKKJiIiISAcsmoiIiIh0wKKJiCqsESNGoE+fPqK9/9ChQzU7xL/MwIED8c0335RxRET0OrgiOBEZJIlE8sLzX3zxBT788EMIggBbW9vyCepfLl26hE6dOiEuLg6WlpYvbX/16lW0a9cOsbGxsLGxKYcIiaikWDQRkUFKTEzU/Hn79u2YOXOm1o7slpaWOhUrZWXMmDEwMjLCqlWrdL6mefPmGDFiBEJCQsowMiJ6VRyeIyKD5OLiovmysbGBRCLROmZpaVlseK5Dhw744IMPMHnyZNjZ2cHZ2Rlr165FdnY2Ro4cCSsrK3h5eWH//v1a73X16lV0794dlpaWcHZ2xtChQ/HkyZPnxqZSqbBr1y706tVL6/iKFStQu3ZtmJqawtnZGe+8847W+V69emHbtm2vnxwiKhMsmoioUvnpp5/g6OiIc+fO4YMPPsB7772Hfv36oVWrVrhw4QKCgoIwdOhQ5OTkAADS0tLQqVMnNGnSBJGRkThw4ACSkpLQv3//577H5cuXkZ6ejmbNmmmORUZGYuLEiZgzZw5u3bqFAwcOoF27dlrXtWjRAufOnUN+fn7ZfHgiei0smoioUmnUqBE+++wz1K5dGzNmzICpqSkcHR3x7rvvonbt2pg5cyaePn2Ky5cvAwC+//57NGnSBP/73//g4+ODJk2a4Mcff8TRo0dx+/btZ75HXFwcZDIZnJycNMfi4+NhYWGBN954A+7u7mjSpAkmTpyodZ2bmxsKCgq0hh6JSH+waCKiSqVhw4aaP8tkMjg4OMDX11dzzNnZGQCQnJwMoHBC99GjRzVzpCwtLeHj4wMAuHPnzjPfIzc3F3K5XGuyepcuXeDu7o5atWph6NChCA0N1fRmFTEzMwOAYseJSD+waCKiSsXY2FjrtUQi0TpWVOio1WoAQFZWFnr16oWLFy9qfcXExBQbXivi6OiInJwcFBQUaI5ZWVnhwoUL2Lp1K1xdXTFz5kw0atQIaWlpmjYpKSkAgCpVqpTKZyWi0sWiiYjoBZo2bYpr166hZs2a8PLy0vqysLB45jWNGzcGAFy/fl3ruJGREQIDA7Fw4UJcvnwZ9+7dw5EjRzTnr169imrVqsHR0bHMPg8RvToWTURELxASEoKUlBQMGjQI58+fx507dxAWFoaRI0dCpVI985oqVaqgadOmOHXqlObYvn378O233+LixYuIi4vDxo0boVar4e3trWlz8uRJBAUFlflnIqJXw6KJiOgF3Nzc8Oeff0KlUiEoKAi+vr6YPHkybG1tIZU+/0fomDFjEBoaqnlta2uLX375BZ06dULdunWxatUqbN26FfXr1wcA5OXlYffu3Xj33XfL/DMR0avh4pZERGUgNzcX3t7e2L59OwICAl7afuXKlfj1119x8ODBcoiOiF4Fe5qIiMqAmZkZNm7c+MJFMP/N2NgY3333XRlHRUSvgz1NRERERDpgTxMRERGRDlg0EREREemARRMRERGRDlg0EREREemARRMRERGRDlg0EREREemARRMRERGRDlg0EREREemARRMRERGRDv4fcHyZFUJepvUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Parachute: Drogue_chute\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "flight.all_info()" ] }, { "cell_type": "markdown", - "id": "5a770825", + "id": "5fc9f826", "metadata": {}, "source": [ "## Compare Results\n", @@ -389,10 +1253,65 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6dc00bff", + "execution_count": 44, + "id": "db163563", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time to apogee (OpenRocket): 14.650 s\n", + "Time to apogee (RocketPy): 14.564 s\n", + "Time to apogee difference: 0.593 %\n", + "\n", + "Flight time (OpenRocket): 64.161 s\n", + "Flight time (RocketPy): 66.954 s\n", + "Flight time difference: 4.172 %\n", + "\n", + "Ground hit velocity (OpenRocket): -18.146 m/s\n", + "Ground hit velocity (RocketPy): -17.659 m/s\n", + "Ground hit velocity difference: 2.759 %\n", + "\n", + "Launch rod velocity (OpenRocket): 26.397 m/s\n", + "Launch rod velocity (RocketPy): 22.491 m/s\n", + "Launch rod velocity difference: 17.367 %\n", + "\n", + "Max acceleration (OpenRocket): 108.520 m/s²\n", + "Max acceleration (RocketPy): 108.444 m/s²\n", + "Max acceleration difference: 0.070 %\n", + "\n", + "Max altitude (OpenRocket): 882.420 m\n", + "Max altitude (RocketPy): 872.762 m\n", + "Max altitude difference: 1.107 %\n", + "\n", + "Max Mach (OpenRocket): 0.362\n", + "Max Mach (RocketPy): 0.371\n", + "Max Mach difference: 2.582 %\n", + "\n", + "Max velocity (OpenRocket): 125.470 m/s\n", + "Max velocity (RocketPy): 125.145 m/s\n", + "Max velocity difference: 0.259 %\n", + "\n", + "Max thrust (OpenRocket): 1067.700 N\n", + "Max thrust (RocketPy): 1067.700 N\n", + "Max thrust difference: 0.000 %\n", + "\n", + "Burnout stability margin (OpenRocket): 2.436\n", + "Burnout stability margin (RocketPy): 3.312\n", + "Burnout stability margin difference: 26.429 %\n", + "\n", + "Max stability margin (OpenRocket): 3.271\n", + "Max stability margin (RocketPy): 3.359\n", + "Max stability margin difference: 2.598 %\n", + "\n", + "Min stability margin (OpenRocket): 0.000\n", + "Min stability margin (RocketPy): 1.991\n", + "Min stability margin difference: 100.000 %\n", + "\n" + ] + } + ], "source": [ "### OpenRocket vs RocketPy Parameters\n", "time_to_apogee_ork = 14.65\n", @@ -402,6 +1321,7 @@ "apogee_difference = time_to_apogee_rpy - time_to_apogee_ork\n", "error = abs((apogee_difference) / time_to_apogee_rpy) * 100\n", "print(f\"Time to apogee difference: {error:.3f} %\")\n", + "print()\n", "\n", "flight_time_ork = 64.161\n", "flight_time_rpy = flight.t_final\n", @@ -410,8 +1330,9 @@ "flight_time_difference = flight_time_rpy - flight_time_ork\n", "error_flight_time = abs((flight_time_difference) / flight_time_rpy) * 100\n", "print(f\"Flight time difference: {error_flight_time:.3f} %\")\n", + "print()\n", "\n", - "ground_hit_velocity_ork = 18.146\n", + "ground_hit_velocity_ork = -18.146\n", "ground_hit_velocity_rpy = flight.impact_velocity\n", "print(f\"Ground hit velocity (OpenRocket): {ground_hit_velocity_ork:.3f} m/s\")\n", "print(f\"Ground hit velocity (RocketPy): {ground_hit_velocity_rpy:.3f} m/s\")\n", @@ -420,6 +1341,7 @@ " abs((ground_hit_velocity_difference) / ground_hit_velocity_rpy) * 100\n", ")\n", "print(f\"Ground hit velocity difference: {error_ground_hit_velocity:.3f} %\")\n", + "print()\n", "\n", "launch_rod_velocity_ork = 26.397\n", "launch_rod_velocity_rpy = flight.out_of_rail_velocity\n", @@ -430,6 +1352,7 @@ " abs((launch_rod_velocity_difference) / launch_rod_velocity_rpy) * 100\n", ")\n", "print(f\"Launch rod velocity difference: {error_launch_rod_velocity:.3f} %\")\n", + "print()\n", "\n", "max_acceleration_ork = 108.52\n", "max_acceleration_rpy = flight.max_acceleration\n", @@ -438,6 +1361,7 @@ "max_acceleration_difference = max_acceleration_rpy - max_acceleration_ork\n", "error_max_acceleration = abs((max_acceleration_difference) / max_acceleration_rpy) * 100\n", "print(f\"Max acceleration difference: {error_max_acceleration:.3f} %\")\n", + "print()\n", "\n", "max_altitude_ork = 882.42\n", "max_altitude_rpy = flight.apogee - flight.env.elevation\n", @@ -446,6 +1370,7 @@ "max_altitude_difference = max_altitude_rpy - max_altitude_ork\n", "error_max_altitude = abs((max_altitude_difference) / max_altitude_rpy) * 100\n", "print(f\"Max altitude difference: {error_max_altitude:.3f} %\")\n", + "print()\n", "\n", "max_mach_ork = 0.36177\n", "max_mach_rpy = flight.max_mach_number\n", @@ -454,6 +1379,7 @@ "max_mach_difference = max_mach_rpy - max_mach_ork\n", "error_max_mach = abs((max_mach_difference) / max_mach_rpy) * 100\n", "print(f\"Max Mach difference: {error_max_mach:.3f} %\")\n", + "print()\n", "\n", "max_velocity_ork = 125.47\n", "max_velocity_rpy = flight.max_speed\n", @@ -462,6 +1388,7 @@ "max_velocity_difference = max_velocity_rpy - max_velocity_ork\n", "error_max_velocity = abs((max_velocity_difference) / max_velocity_rpy) * 100\n", "print(f\"Max velocity difference: {error_max_velocity:.3f} %\")\n", + "print()\n", "\n", "max_thrust_ork = 1067.7\n", "max_thrust_rpy = flight.rocket.motor.thrust.max\n", @@ -470,6 +1397,7 @@ "max_thrust_difference = max_thrust_rpy - max_thrust_ork\n", "error_max_thrust = abs((max_thrust_difference) / max_thrust_rpy) * 100\n", "print(f\"Max thrust difference: {error_max_thrust:.3f} %\")\n", + "print()\n", "\n", "burnout_stability_margin_ork = 2.4363\n", "burnout_stability_margin_rpy = flight.stability_margin(\n", @@ -484,6 +1412,7 @@ " abs((burnout_stability_margin_difference) / burnout_stability_margin_rpy) * 100\n", ")\n", "print(f\"Burnout stability margin difference: {error_burnout_stability_margin:.3f} %\")\n", + "print()\n", "\n", "max_stability_margin_ork = 3.2714\n", "max_stability_margin_rpy = flight.max_stability_margin\n", @@ -494,6 +1423,7 @@ " abs((max_stability_margin_difference) / max_stability_margin_rpy) * 100\n", ")\n", "print(f\"Max stability margin difference: {error_max_stability_margin:.3f} %\")\n", + "print()\n", "\n", "min_stability_margin_ork = 0.0\n", "min_stability_margin_rpy = flight.min_stability_margin\n", @@ -503,11 +1433,16 @@ "error_min_stability_margin = (\n", " abs((min_stability_margin_difference) / min_stability_margin_rpy) * 100\n", ")\n", - "print(f\"Min stability margin difference: {error_min_stability_margin:.3f} %\")" + "print(f\"Min stability margin difference: {error_min_stability_margin:.3f} %\")\n", + "print()" ] } ], - "metadata": {}, + "metadata": { + "language_info": { + "name": "python" + } + }, "nbformat": 4, "nbformat_minor": 5 } diff --git a/rocketserializer/nb_builder.py b/rocketserializer/nb_builder.py index 9d81e0d..204760f 100644 --- a/rocketserializer/nb_builder.py +++ b/rocketserializer/nb_builder.py @@ -227,6 +227,7 @@ def build_rocket(self, nb: nbf.v4.new_notebook): nb["cells"].append(nbf.v4.new_code_cell(text)) nb = self.add_parachutes_to_rocket(nb) + nb = self.build_rail_buttons(nb) text = "### Rocket Info\n" text += "rocket.all_info()\n" @@ -243,7 +244,6 @@ def build_all_aerodynamic_surfaces( self.build_nosecones(nb) self.build_fins(nb) self.build_tails(nb) - self.build_rail_buttons(nb) self.build_parachute(nb) logger.info("[NOTEBOOK BUILDER] All aerodynamic surfaces created.") return nb @@ -389,16 +389,14 @@ def build_fins(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: pass # free form fins # checking if fins were added - try: - assert fin_counter > 0 + if fin_counter > 0: logger.info( "[NOTEBOOK BUILDER] %s fins were added to the rocket.", fin_counter ) - except AssertionError: - text = "No fins were added to the rocket. Please add at least one." + else: + text = "# No fins were added to the rocket. Check parameters.json." nb["cells"].append(nbf.v4.new_code_cell(text)) - logger.warning("No fins were added to the rocket. Please add at least one.") - raise Warning("No fins were added to the rocket. Please add at least one.") + logger.warning("No fins were added to the rocket. Check parameters.json") return nb def build_tails(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: @@ -434,7 +432,28 @@ def build_tails(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: return nb def build_rail_buttons(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: - logger.info("rail buttons not implemented yet") + # add a markdown cell + text = "### Rail Buttons\n" + nb["cells"].append(nbf.v4.new_markdown_cell(text)) + + if not self.parameters["rail_buttons"]: + text = "# No rail buttons were added to the rocket." + nb["cells"].append(nbf.v4.new_code_cell(text)) + logger.warning("No rail buttons were added to the rocket.") + return nb + + rail_button_i = self.parameters["rail_buttons"] + upper_position = rail_button_i["upper_position"] + lower_position = rail_button_i["lower_position"] + ang_position = rail_button_i["angular_position"] + text = "rail_buttons = rocket.set_rail_buttons(\n" + text += f" upper_button_position={upper_position:.3f},\n" + text += f" lower_button_position={lower_position:.3f},\n" + text += f" angular_position={ang_position:.3f},\n" + text += ")\n" + nb["cells"].append(nbf.v4.new_code_cell(text)) + + logger.info("[NOTEBOOK BUILDER] Rail Buttons created.") return nb def build_parachute(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: @@ -535,6 +554,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "error = abs((apogee_difference)/time_to_apogee_rpy)*100" text += "\n" text += r'print(f"Time to apogee difference: {error:.3f} %")' + text += "\nprint()" text += "\n\n" # Flight time @@ -550,10 +570,11 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: "error_flight_time = abs((flight_time_difference)/flight_time_rpy)*100\n" ) text += r'print(f"Flight time difference: {error_flight_time:.3f} %")' + text += "\nprint()" text += "\n\n" # Ground hit velocity - ground_hit_velocity_ork = self.parameters["stored_results"][ + ground_hit_velocity_ork = -self.parameters["stored_results"][ "ground_hit_velocity" ] text += f"ground_hit_velocity_ork = {ground_hit_velocity_ork}\n" @@ -565,6 +586,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "ground_hit_velocity_difference = ground_hit_velocity_rpy - ground_hit_velocity_ork\n" text += "error_ground_hit_velocity = abs((ground_hit_velocity_difference)/ground_hit_velocity_rpy)*100\n" text += r'print(f"Ground hit velocity difference: {error_ground_hit_velocity:.3f} %")' + text += "\nprint()" text += "\n\n" # Launch rod velocity @@ -580,6 +602,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "launch_rod_velocity_difference = launch_rod_velocity_rpy - launch_rod_velocity_ork\n" text += "error_launch_rod_velocity = abs((launch_rod_velocity_difference)/launch_rod_velocity_rpy)*100\n" text += r'print(f"Launch rod velocity difference: {error_launch_rod_velocity:.3f} %")' + text += "\nprint()" text += "\n\n" # Max acceleration @@ -599,6 +622,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += ( r'print(f"Max acceleration difference: {error_max_acceleration:.3f} %")' ) + text += "\nprint()" text += "\n\n" # Max altitude @@ -614,6 +638,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: "error_max_altitude = abs((max_altitude_difference)/max_altitude_rpy)*100\n" ) text += r'print(f"Max altitude difference: {error_max_altitude:.3f} %")' + text += "\nprint()" text += "\n\n" # Max Mach @@ -627,6 +652,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "max_mach_difference = max_mach_rpy - max_mach_ork\n" text += "error_max_mach = abs((max_mach_difference)/max_mach_rpy)*100\n" text += r'print(f"Max Mach difference: {error_max_mach:.3f} %")' + text += "\nprint()" text += "\n\n" # Max velocity @@ -642,6 +668,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: "error_max_velocity = abs((max_velocity_difference)/max_velocity_rpy)*100\n" ) text += r'print(f"Max velocity difference: {error_max_velocity:.3f} %")' + text += "\nprint()" text += "\n\n" # Max thrust @@ -655,6 +682,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "max_thrust_difference = max_thrust_rpy - max_thrust_ork\n" text += "error_max_thrust = abs((max_thrust_difference)/max_thrust_rpy)*100\n" text += r'print(f"Max thrust difference: {error_max_thrust:.3f} %")' + text += "\nprint()" text += "\n\n" # # Burnout stability margin @@ -670,6 +698,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "burnout_stability_margin_difference = burnout_stability_margin_rpy - burnout_stability_margin_ork\n" text += "error_burnout_stability_margin = abs((burnout_stability_margin_difference)/burnout_stability_margin_rpy)*100\n" text += r'print(f"Burnout stability margin difference: {error_burnout_stability_margin:.3f} %")' + text += "\nprint()" text += "\n\n" # # Max stability margin @@ -685,6 +714,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "max_stability_margin_difference = max_stability_margin_rpy - max_stability_margin_ork\n" text += "error_max_stability_margin = abs((max_stability_margin_difference)/max_stability_margin_rpy)*100\n" text += r'print(f"Max stability margin difference: {error_max_stability_margin:.3f} %")' + text += "\nprint()" text += "\n\n" # Min stability margin @@ -700,6 +730,7 @@ def build_compare_results(self, nb: nbf.v4.new_notebook) -> nbf.v4.new_notebook: text += "min_stability_margin_difference = min_stability_margin_rpy - min_stability_margin_ork\n" text += "error_min_stability_margin = abs((min_stability_margin_difference)/min_stability_margin_rpy)*100\n" text += r'print(f"Min stability margin difference: {error_min_stability_margin:.3f} %")' + text += "\nprint()" text += "\n\n" nb["cells"].append(nbf.v4.new_code_cell(text)) diff --git a/testnbbuilder.ipynb b/testnbbuilder.ipynb index bedb71a..e80da58 100644 --- a/testnbbuilder.ipynb +++ b/testnbbuilder.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 27, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -21,21 +21,21 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Converted examples/EPFL--BellaLui--2020/rocket.ork to JSON successfully.\n" + "Converted examples/ProjetoJupiter--Valetudo--2019/rocket.ork to JSON successfully.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "reformatted examples/EPFL--BellaLui--2020/simulation.ipynb\n", + "reformatted examples/ProjetoJupiter--Valetudo--2019/simulation.ipynb\n", "\n", "All done! ✨ 🍰 ✨\n", "1 file reformatted.\n" @@ -45,19 +45,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Notebook for examples/EPFL--BellaLui--2020/rocket.ork built!\n", - "Converted examples/rocket_with_elliptical_fins/rocket.ork to JSON successfully.\n", - "Notebook for examples/rocket_with_elliptical_fins/rocket.ork built!\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "reformatted examples/rocket_with_elliptical_fins/simulation.ipynb\n", - "\n", - "All done! ✨ 🍰 ✨\n", - "1 file reformatted.\n" + "Notebook for examples/ProjetoJupiter--Valetudo--2019/rocket.ork built!\n" ] } ], @@ -68,10 +56,10 @@ "from rocketserializer.nb_builder import NotebookBuilder\n", "\n", "files = [\n", - " \"examples/EPFL--BellaLui--2020/rocket.ork\",\n", + " # \"examples/EPFL--BellaLui--2020/rocket.ork\",\n", " # \"examples/NDRT--Rocket--2020/rocket.ork\",\n", - " # \"examples/ProjetoJupiter--Valetudo--2019/rocket.ork\",\n", - " \"examples/rocket_with_elliptical_fins/rocket.ork\",\n", + " \"examples/ProjetoJupiter--Valetudo--2019/rocket.ork\",\n", + " # \"examples/rocket_with_elliptical_fins/rocket.ork\",\n", " # \"examples/databank/Team01/rocket.ork\",\n", " # \"examples/databank/Team06/rocket.ork\",\n", " # \"examples/databank/Team07/rocket.ork\",\n",