diff --git a/docs/source/index.rst b/docs/source/index.rst
index 38d9e9e23b..ec0da09932 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -88,6 +88,8 @@ Sampling
      on any :class:`LogPDF` that provides 1st order sensitivities.
    - :class:`Hamiltonian Monte Carlo<HamiltonianMCMC>`, works on any
      :class:`LogPDF` that provides 1st order sensitivities.
+   - :class:`Neal Langenvin Monte Carlo<NealLangevinMCMC>`, works on any
+     :class:`LogPDF` that provides 1st order sensitivities.
    - NUTS
 
 #. Differential geometric methods (Need Hessian of :class:`LogPDF`)
diff --git a/docs/source/mcmc_samplers/index.rst b/docs/source/mcmc_samplers/index.rst
index 09b89bba82..e46f0b032f 100644
--- a/docs/source/mcmc_samplers/index.rst
+++ b/docs/source/mcmc_samplers/index.rst
@@ -25,6 +25,7 @@ interface, that can be used to sample from an unknown
     mala_mcmc
     metropolis_mcmc
     monomial_gamma_hamiltonian_mcmc
+    neal_langevin_mcmc
     nuts_mcmc
     population_mcmc
     rao_blackwell_ac_mcmc
diff --git a/docs/source/mcmc_samplers/neal_langevin_mcmc.rst b/docs/source/mcmc_samplers/neal_langevin_mcmc.rst
new file mode 100644
index 0000000000..5884b02eec
--- /dev/null
+++ b/docs/source/mcmc_samplers/neal_langevin_mcmc.rst
@@ -0,0 +1,8 @@
+*******************
+Neal Langenvin MCMC
+*******************
+
+.. currentmodule:: pints
+
+.. autoclass:: NealLangevinMCMC
+
diff --git a/examples/README.md b/examples/README.md
index db8dcdd7e8..cab41eb695 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -60,6 +60,7 @@ relevant code.
 - [Haario Adaptive Covariance MCMC](./sampling/adaptive-covariance-haario.ipynb)
 - [Haario-Bardenet Adaptive Covariance MCMC](./sampling/adaptive-covariance-haario-bardenet.ipynb)
 - [Metropolis Random Walk MCMC](./sampling/metropolis-mcmc.ipynb)
+- [Neal Langevin MCMC](./sampling/neal-langevin-mcmc.ipynb)
 - [Population MCMC](./sampling/population-mcmc.ipynb)
 - [Rao-Blackwell Adaptive Covariance MCMC](./sampling/adaptive-covariance-rao-blackwell.ipynb)
 - [Slice Sampling: Doubling MCMC](./sampling/slice-doubling-mcmc.ipynb)
diff --git a/examples/sampling/neal-langevin-mcmc.ipynb b/examples/sampling/neal-langevin-mcmc.ipynb
new file mode 100644
index 0000000000..7da66133bc
--- /dev/null
+++ b/examples/sampling/neal-langevin-mcmc.ipynb
@@ -0,0 +1,617 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Inference: Neal Langevin MCMC\n",
+    "\n",
+    "This example shows you how to perform Bayesian inference on a Gaussian distribution using [Neal Langevin MCMC](http://pints.readthedocs.io/en/latest/mcmc_samplers/hamiltonian_mcmc.html).\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "First, we create a simple normal distribution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "import pints\n",
+    "import pints.toy\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Create log pdf\n",
+    "mean = [2, 4]\n",
+    "cov = [[1, 0], [0, 3]]\n",
+    "log_pdf = pints.toy.GaussianLogPDF(mean, cov)\n",
+    "\n",
+    "# Contour plot of pdf\n",
+    "levels = np.linspace(-3,12,20)\n",
+    "num_points = 100\n",
+    "x = np.linspace(-1, 5, num_points)\n",
+    "y = np.linspace(-0, 8, num_points)\n",
+    "X, Y = np.meshgrid(x, y)\n",
+    "Z = np.zeros(X.shape)\n",
+    "Z = np.exp([[log_pdf([i, j]) for i in x] for j in y])\n",
+    "plt.contour(X, Y, Z)\n",
+    "plt.xlabel('x')\n",
+    "plt.ylabel('y')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now we set up and run a sampling routine using the Neal Langevin MCMC"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "Running...\nUsing Neal Langevin MCMC\nGenerating 3 chains.\nRunning in sequential mode.\nIter. Eval. Accept.   Accept.   Accept.   Time m:s\n0     3      0         0         0          0:00.0\n1     6      0.333     0.333     0.333      0:00.0\n2     9      0.5       0.5       0.5        0:00.0\n3     12     0.6       0.6       0.6        0:00.0\n100   303    0.961     0.971     0.98       0:00.1\n200   603    0.975     0.975     0.985      0:00.2\n300   903    0.98      0.977     0.986755   0:00.2\n400   1203   0.985     0.98      0.988      0:00.3\n500   1503   0.986     0.982     0.988      0:00.4\n600   1803   0.986711  0.983     0.988      0:00.5\n700   2103   0.987     0.982906  0.988604   0:00.5\n800   2403   0.989     0.985     0.989      0:00.6\n900   2703   0.987     0.984     0.989      0:00.7\n1000  3003   0.987     0.985     0.988024   0:00.7\n1100  3303   0.986     0.985     0.989      0:00.8\n1200  3603   0.987     0.985025  0.989      0:00.9\n1300  3903   0.988     0.985     0.99       0:00.9\n1400  4203   0.988     0.986     0.991      0:01.0\n1500  4503   0.988016  0.985     0.991      0:01.1\n1600  4803   0.988     0.986     0.991      0:01.1\n1700  5103   0.987074  0.986     0.991      0:01.2\n1800  5403   0.987     0.986     0.99       0:01.3\n1900  5703   0.987     0.986     0.99       0:01.3\n2000  6003   0.987     0.986014  0.99001    0:01.4\n2100  6303   0.986     0.987     0.99       0:01.5\n2200  6603   0.987     0.987     0.99       0:01.6\n2300  6903   0.987     0.987     0.99       0:01.6\n2400  7203   0.987     0.988     0.989592   0:01.7\n2500  7503   0.987     0.988     0.99       0:01.8\n2600  7803   0.987     0.988     0.99       0:01.8\n2700  8103   0.987     0.987     0.989      0:01.9\n2800  8403   0.987152  0.987     0.989      0:02.0\n2900  8703   0.987     0.986561  0.989      0:02.1\n3000  9003   0.987     0.987     0.989      0:02.1\n3100  9303   0.987     0.987     0.988717   0:02.2\n3200  9603   0.988     0.987     0.988757   0:02.3\n3300  9903   0.988     0.988     0.988189   0:02.3\n3400  10203  0.988     0.988     0.988      0:02.4\n3500  10503  0.988     0.987     0.988      0:02.5\n3600  10803  0.988     0.988     0.988      0:02.5\n3700  11103  0.988     0.987     0.988      0:02.6\n3800  11403  0.988     0.987112  0.988      0:02.7\n3900  11703  0.988     0.987     0.988      0:02.8\n4000  12003  0.988     0.987     0.988      0:02.8\n4100  12303  0.988     0.987     0.988      0:02.9\n4200  12603  0.988     0.986673  0.988      0:03.0\n4300  12903  0.988     0.986     0.989      0:03.0\n4400  13203  0.988     0.986597  0.988      0:03.1\n4500  13503  0.988     0.987     0.988      0:03.2\n4600  13803  0.988266  0.987     0.988266   0:03.3\n4700  14103  0.988     0.987     0.988      0:03.3\n4800  14403  0.988     0.987     0.988      0:03.4\n4900  14703  0.988     0.987     0.988      0:03.5\n5000  15003  0.988     0.987     0.987605   0:03.6\n5100  15303  0.988     0.987     0.987      0:03.6\n5200  15603  0.988466  0.987     0.988      0:03.7\n5300  15903  0.988     0.987     0.987      0:03.8\n5400  16203  0.988     0.987     0.988      0:03.9\n5500  16503  0.988     0.987     0.987      0:03.9\n5600  16803  0.98804   0.987     0.987326   0:04.0\n5700  17103  0.987899  0.987     0.987      0:04.1\n5800  17403  0.988     0.987     0.987      0:04.1\n5900  17703  0.988     0.987123  0.988      0:04.2\n6000  18003  0.988004  0.987     0.988      0:04.3\n6100  18303  0.988     0.987     0.988      0:04.4\n6200  18603  0.988     0.987     0.988      0:04.4\n6300  18903  0.987     0.987     0.988      0:04.5\n6400  19203  0.988     0.987     0.988      0:04.6\n6500  19503  0.988     0.987     0.988      0:04.6\n6600  19803  0.988     0.987     0.988      0:04.7\n6700  20103  0.988     0.987     0.988      0:04.8\n6800  20403  0.988     0.987     0.988      0:04.8\n6900  20703  0.988     0.987     0.988      0:04.9\n7000  21003  0.987575  0.987     0.987575   0:05.0\n7100  21303  0.987     0.987     0.987      0:05.0\n7200  21603  0.988     0.987     0.988      0:05.1\n7300  21903  0.988     0.987     0.988      0:05.2\n7400  22203  0.988     0.987     0.988      0:05.2\n7500  22503  0.988     0.987     0.98747    0:05.3\n7600  22803  0.988     0.987     0.988      0:05.4\n7700  23103  0.988     0.987     0.988      0:05.4\n7800  23403  0.988     0.987     0.988      0:05.5\n7900  23703  0.988     0.986     0.988      0:05.5\n8000  24003  0.988     0.987     0.988      0:05.6\n8100  24303  0.988     0.987     0.988      0:05.7\n8200  24603  0.988     0.987     0.988      0:05.8\n8300  24903  0.988     0.987     0.988      0:05.8\n8400  25203  0.98786   0.987     0.987741   0:05.9\n8500  25503  0.988     0.987     0.988      0:06.0\n8600  25803  0.988     0.987     0.988      0:06.0\n8700  26103  0.988     0.987     0.988      0:06.1\n8800  26403  0.988     0.987     0.988      0:06.2\n8900  26703  0.988     0.987     0.988      0:06.2\n9000  27003  0.988     0.987     0.988      0:06.3\n9100  27303  0.988     0.987     0.988      0:06.4\n9200  27603  0.988     0.987     0.988      0:06.4\n9300  27903  0.988     0.986777  0.988      0:06.5\n9400  28203  0.988     0.986705  0.988      0:06.6\n9500  28503  0.987792  0.987     0.988213   0:06.6\n9600  28803  0.987815  0.987     0.988      0:06.7\n9700  29103  0.988     0.987     0.988      0:06.8\n9800  29403  0.988     0.987     0.988      0:06.8\n9900  29703  0.988     0.987     0.988      0:06.9\n10000 30000  0.988     0.987     0.988      0:06.9\nHalting: Maximum number of iterations (10000) reached.\nDone!\n"
+    }
+   ],
+   "source": [
+    "# Choose starting points for 3 mcmc chains\n",
+    "xs = [\n",
+    "    [2, 1],\n",
+    "    [3, 3],\n",
+    "    [5, 4],\n",
+    "]\n",
+    "\n",
+    "# Set a standard deviation, to give the method a sense of scale\n",
+    "#sigma = [1, 1]\n",
+    "\n",
+    "# Create mcmc routine\n",
+    "mcmc = pints.MCMCController(log_pdf, 3, xs, method=pints.NealLangevinMCMC)\n",
+    "\n",
+    "# Add stopping criterion\n",
+    "mcmc.set_max_iterations(10000)\n",
+    "\n",
+    "# Set up modest logging\n",
+    "mcmc.set_log_to_screen(True)\n",
+    "mcmc.set_log_interval(100)\n",
+    "\n",
+    "# # Update step sizes used by individual samplers\n",
+    "for sampler in mcmc.samplers():\n",
+    "    sampler.set_leapfrog_step_size(0.7)\n",
+    "    sampler.set_alpha(0.95)\n",
+    "    sampler.set_delta(mean=0.05)\n",
+    "\n",
+    "# Run!\n",
+    "print('Running...')\n",
+    "full_chains = mcmc.run()\n",
+    "print('Done!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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561.014228 55.867106 \nL 561.048446 56.13853 \nL 561.287972 60.634956 \nL 561.32219 60.372197 \nL 561.561715 58.785496 \nL 561.595933 59.071725 \nL 561.664369 59.499356 \nL 561.767023 59.358344 \nL 561.801241 59.29892 \nL 561.938113 61.790947 \nL 562.451382 73.545111 \nL 562.4856 73.471173 \nL 562.690908 75.215078 \nL 562.759344 76.739692 \nL 562.827779 76.35975 \nL 562.896215 75.974727 \nL 562.930433 76.13343 \nL 563.033087 79.749865 \nL 563.101523 81.276581 \nL 563.169959 80.689158 \nL 563.204177 80.738264 \nL 563.272613 79.988578 \nL 563.409484 73.791857 \nL 563.683228 65.503219 \nL 563.785882 62.576756 \nL 563.854318 60.999849 \nL 563.888536 62.422955 \nL 563.99119 64.115199 \nL 564.025408 63.666586 \nL 564.401805 56.831792 \nL 564.470241 57.153772 \nL 564.675548 61.258197 \nL 565.1546 77.682199 \nL 565.223036 76.938016 \nL 565.462561 79.711659 \nL 565.736305 84.878601 \nL 565.97583 88.180385 \nL 566.249574 84.985336 \nL 566.523318 80.402155 \nL 566.660189 79.027112 \nL 566.694407 79.066084 \nL 566.762843 79.956159 \nL 566.797061 79.754433 \nL 566.968151 75.611085 \nL 567.241894 66.556449 \nL 567.276112 66.646146 \nL 567.412984 65.236114 \nL 567.8236 52.772708 \nL 567.857817 53.020502 \nL 567.892035 53.106783 \nL 568.336869 58.077125 \nL 568.371087 57.520663 \nL 568.405305 57.1649 \nL 568.439523 57.458913 \nL 568.542176 60.755642 \nL 568.81592 68.354779 \nL 568.98701 64.186554 \nL 569.329189 50.677013 \nL 569.363407 52.566241 \nL 569.534497 57.294737 \nL 569.97933 52.876751 \nL 570.116202 55.15465 \nL 570.184638 54.914013 \nL 570.253074 53.468865 \nL 570.32151 53.930249 \nL 570.389946 54.284495 \nL 570.424163 53.969789 \nL 570.458381 53.727652 \nL 570.492599 54.092951 \nL 570.526817 54.250495 \nL 571.245394 71.556024 \nL 571.587574 78.801031 \nL 571.621792 78.738769 \nL 571.963971 71.516066 \nL 572.408804 60.68865 \nL 572.47724 61.013495 \nL 572.545676 61.076097 \nL 572.64833 60.459284 \nL 572.81942 61.666288 \nL 572.853638 61.613671 \nL 572.956291 59.817031 \nL 573.161599 48.044136 \nL 573.435343 35.691251 \nL 573.606432 43.744736 \nL 574.051266 61.281567 \nL 574.325009 67.115178 \nL 574.393445 66.273534 \nL 574.461881 65.041514 \nL 574.530317 65.113127 \nL 574.564535 64.914702 \nL 574.598753 65.062601 \nL 574.667189 66.130677 \nL 574.804061 67.753148 \nL 574.838279 67.635564 \nL 575.009368 66.14349 \nL 575.385766 73.079611 \nL 575.48842 71.892607 \nL 576.035907 56.303404 \nL 576.070125 57.121733 \nL 576.343868 60.210816 \nL 576.378086 60.104248 \nL 576.446522 58.288731 \nL 576.583394 53.495407 \nL 576.65183 53.776759 \nL 576.754484 54.418303 \nL 576.788701 54.152529 \nL 577.062445 50.392394 \nL 577.096663 50.538041 \nL 577.233535 51.66913 \nL 577.336189 54.218587 \nL 577.370407 53.92086 \nL 577.47306 53.354059 \nL 577.541496 53.426857 \nL 577.609932 54.13741 \nL 577.678368 54.721477 \nL 577.712586 54.367965 \nL 577.883676 51.612563 \nL 577.952112 50.798038 \nL 577.98633 51.172796 \nL 578.054765 51.787557 \nL 578.294291 54.24988 \nL 578.704906 50.150277 \nL 578.739124 50.213542 \nL 578.773342 50.250543 \nL 579.218176 54.29461 \nL 579.252394 54.252008 \nL 579.286612 54.383911 \nL 579.320829 53.96173 \nL 579.389265 54.214409 \nL 579.628791 57.248985 \nL 579.697227 56.791915 \nL 579.765663 55.933832 \nL 579.834099 56.178538 \nL 579.868317 56.218797 \nL 580.005188 54.09423 \nL 580.210496 52.192632 \nL 580.31315 52.988184 \nL 580.347368 52.410818 \nL 580.450022 51.662873 \nL 580.48424 51.747671 \nL 580.586894 51.565287 \nL 580.929073 59.328197 \nL 580.963291 59.211477 \nL 580.997509 59.34161 \nL 581.065945 60.783902 \nL 581.237034 63.470933 \nL 581.510778 61.153042 \nL 581.64765 63.183901 \nL 581.681868 62.669242 \nL 581.852958 60.651217 \nL 581.887175 60.962575 \nL 581.989829 63.585168 \nL 582.297791 72.062332 \nL 582.332009 71.928006 \nL 582.366227 71.727787 \nL 582.468881 74.072671 \nL 582.537316 73.984226 \nL 582.605752 73.613294 \nL 582.63997 73.963093 \nL 582.674188 74.42859 \nL 582.742624 74.161769 \nL 582.776842 74.241311 \nL 583.016368 76.536818 \nL 583.221675 72.053277 \nL 583.255893 72.332547 \nL 583.290111 72.590301 \nL 583.324329 72.047244 \nL 583.495419 65.769395 \nL 583.837598 51.001967 \nL 583.97447 49.460593 \nL 584.042906 50.130526 \nL 584.111342 50.992905 \nL 584.179778 50.580337 \nL 584.213996 50.872104 \nL 584.248214 50.570025 \nL 584.282432 50.611146 \nL 584.453521 49.900882 \nL 584.761483 43.498747 \nL 584.932573 47.952231 \nL 585.069444 49.119974 \nL 585.172098 48.022114 \nL 585.206316 48.164057 \nL 585.993329 61.66284 \nL 586.301291 73.318068 \nL 586.540816 79.110433 \nL 586.609252 78.007732 \nL 587.225175 64.955357 \nL 587.327829 66.673458 \nL 587.601572 72.634743 \nL 587.63579 72.385353 \nL 588.388585 43.422058 \nL 588.422803 43.608908 \nL 588.730765 46.099955 \nL 588.764983 45.982219 \nL 588.799201 45.935553 \nL 588.867637 45.147631 \nL 588.901854 45.757357 \nL 589.072944 51.823908 \nL 589.31247 59.815145 \nL 589.346688 60.260707 \nL 589.380906 59.880551 \nL 589.517777 58.058196 \nL 589.551995 58.4851 \nL 589.688867 59.236513 \nL 589.723085 59.197572 \nL 589.996829 57.047358 \nL 590.031047 57.165288 \nL 590.510098 64.918067 \nL 590.578534 66.089886 \nL 590.612752 65.489255 \nL 590.715406 64.494878 \nL 590.749624 64.596374 \nL 590.920713 66.081185 \nL 590.954931 65.792022 \nL 591.433982 58.230031 \nL 591.502418 58.496966 \nL 591.536636 58.547189 \nL 592.118341 66.137984 \nL 592.426303 71.261299 \nL 592.494739 71.101416 \nL 592.597393 69.347878 \nL 592.871136 60.748474 \nL 592.939572 61.047628 \nL 592.97379 60.942831 \nL 593.008008 60.235386 \nL 593.076444 60.856777 \nL 593.14488 60.977467 \nL 593.179098 60.594169 \nL 593.931893 35.606056 \nL 593.966111 35.606056 \nL 594.034546 37.035923 \nL 594.1372 39.854968 \nL 594.205636 39.736381 \nL 594.924213 24.944701 \nL 594.992649 24.718996 \nL 595.026867 24.871757 \nL 595.095303 24.832812 \nL 595.129521 25.351774 \nL 595.197957 26.642894 \nL 595.505918 38.820998 \nL 595.540136 38.441645 \nL 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44.523373 \nL 602.212636 46.472681 \nL 602.623251 68.491593 \nL 603.033866 79.893063 \nL 603.170738 79.316304 \nL 603.376046 71.961448 \nL 603.581353 65.649629 \nL 603.786661 63.278597 \nL 603.820879 63.441299 \nL 604.026187 67.611673 \nL 604.094623 66.883487 \nL 604.29993 61.760045 \nL 604.368366 62.218626 \nL 604.573674 64.97521 \nL 604.813199 68.279222 \nL 605.018507 66.117475 \nL 605.429123 48.481246 \nL 605.668648 45.531186 \nL 605.771302 47.122854 \nL 605.908174 49.683349 \nL 605.942392 49.303617 \nL 606.284571 47.033568 \nL 606.455661 49.342276 \nL 606.558315 48.321527 \nL 606.592533 48.41566 \nL 606.79784 51.9804 \nL 607.550635 75.800778 \nL 607.824379 73.850085 \nL 608.782481 58.738022 \nL 608.850917 59.066144 \nL 608.919353 59.686605 \nL 609.124661 62.185524 \nL 609.193097 61.150992 \nL 609.261532 61.872409 \nL 609.80902 73.734263 \nL 609.843238 73.583855 \nL 609.945891 71.912637 \nL 610.082763 70.421304 \nL 610.116981 70.751063 \nL 610.253853 71.93299 \nL 610.322289 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77.355005 \nL 615.591853 75.96837 \nL 615.694506 76.101895 \nL 615.831378 77.486887 \nL 615.865596 77.45351 \nL 616.002468 78.814081 \nL 616.036686 78.619428 \nL 616.549955 69.681289 \nL 616.584173 70.252659 \nL 616.755263 73.546799 \nL 616.994788 79.9821 \nL 617.029006 79.894774 \nL 617.234314 82.745109 \nL 617.268532 82.263364 \nL 617.30275 82.200481 \nL 617.405404 80.792751 \nL 617.439622 81.314565 \nL 617.644929 84.691766 \nL 617.816019 80.735991 \nL 618.021327 76.762229 \nL 618.192416 74.422789 \nL 618.431942 65.817295 \nL 618.46616 65.902851 \nL 619.013647 55.238485 \nL 619.082083 56.520062 \nL 619.150519 57.491381 \nL 619.218955 57.236384 \nL 619.561134 63.211818 \nL 619.595352 63.604445 \nL 619.62957 63.313174 \nL 620.040186 58.395416 \nL 620.142839 55.200786 \nL 620.211275 55.464087 \nL 620.279711 55.660518 \nL 620.313929 55.791425 \nL 620.656109 48.174756 \nL 620.690327 48.291568 \nL 621.30625 58.901576 \nL 621.340468 58.901576 \nL 621.408903 59.172713 \nL 621.443121 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54.633978 \nL 627.46548 55.269843 \nL 627.876095 62.62438 \nL 627.910313 62.27886 \nL 627.944531 62.925884 \nL 628.149839 66.579965 \nL 628.184057 66.579965 \nL 628.252493 65.627897 \nL 628.286711 65.822346 \nL 628.492018 72.385676 \nL 628.663108 76.022953 \nL 628.697326 75.940461 \nL 628.834198 71.62391 \nL 629.073723 67.210318 \nL 629.107941 66.84826 \nL 629.142159 66.966937 \nL 629.484339 75.381411 \nL 629.518557 74.831935 \nL 630.13448 62.288446 \nL 630.168698 62.309648 \nL 630.339787 63.587436 \nL 630.374005 63.419099 \nL 630.887275 56.546578 \nL 630.921492 56.820282 \nL 630.989928 57.445494 \nL 631.742723 82.867107 \nL 631.982249 91.267895 \nL 632.221774 85.165445 \nL 632.495518 65.360925 \nL 632.871915 42.952466 \nL 632.906133 42.78171 \nL 632.940351 43.039813 \nL 633.145659 48.316477 \nL 633.248313 46.632836 \nL 633.350967 44.942197 \nL 633.385185 45.059443 \nL 633.419403 45.144729 \nL 633.487838 44.478343 \nL 633.522056 44.598079 \nL 633.590492 46.042886 \nL 634.137979 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647.346107 45.610029 \nL 647.448761 46.117869 \nL 647.482978 45.560346 \nL 647.585632 45.587218 \nL 647.654068 45.332975 \nL 647.79094 48.30695 \nL 648.269991 61.928167 \nL 648.338427 61.184349 \nL 648.372645 61.279364 \nL 648.406863 61.130372 \nL 648.441081 61.053073 \nL 648.612171 63.410419 \nL 648.680607 63.200229 \nL 648.749042 62.931971 \nL 648.817478 64.332567 \nL 648.885914 63.984573 \nL 648.95435 62.365342 \nL 649.022786 62.936209 \nL 649.12544 62.757171 \nL 649.501837 68.084094 \nL 649.536055 67.489353 \nL 649.604491 66.817266 \nL 649.638709 67.223698 \nL 649.946671 80.722499 \nL 650.083542 85.608052 \nL 650.11776 84.296145 \nL 650.254632 82.404389 \nL 650.562594 84.397691 \nL 650.665247 83.404565 \nL 651.144299 74.124884 \nL 651.178517 74.186946 \nL 651.212735 74.154887 \nL 651.349606 71.091246 \nL 651.79444 49.262688 \nL 652.273491 41.822098 \nL 652.341927 42.422872 \nL 652.889414 56.069361 \nL 652.923632 55.910877 \nL 653.094722 54.547812 \nL 653.197376 54.675045 \nL 653.300029 53.704897 \nL 653.744863 67.73564 \nL 653.847516 71.22874 \nL 653.915952 71.175109 \nL 653.95017 71.356749 \nL 654.360786 63.313647 \nL 654.429222 64.347033 \nL 654.600311 67.803277 \nL 654.634529 67.697159 \nL 654.771401 65.455867 \nL 654.976709 61.483492 \nL 655.045145 61.291966 \nL 655.318888 56.538872 \nL 655.353106 57.170135 \nL 655.45576 58.209318 \nL 655.489978 57.849253 \nL 655.558414 57.578151 \nL 656.003247 66.171217 \nL 656.174337 69.779617 \nL 656.208555 69.631522 \nL 656.242773 69.666523 \nL 656.584952 74.968833 \nL 656.61917 74.951577 \nL 656.892914 78.554666 \nL 656.927132 78.368063 \nL 656.995568 78.852358 \nL 657.029785 78.618247 \nL 657.371965 71.031103 \nL 657.611491 66.454534 \nL 657.645709 65.917665 \nL 657.679926 66.104814 \nL 657.714144 66.934891 \nL 657.816798 66.767801 \nL 657.885234 66.636308 \nL 657.919452 66.80755 \nL 657.95367 66.766576 \nL 658.227414 60.545899 \nL 658.261632 60.444387 \nL 658.364285 60.995825 \nL 658.398503 60.897747 \nL 658.432721 60.856149 \nL 658.774901 71.134514 \nL 658.980208 76.68829 \nL 659.048644 77.408532 \nL 659.253952 80.537437 \nL 659.28817 80.734349 \nL 659.322388 80.396814 \nL 659.493478 78.387174 \nL 659.938311 67.629935 \nL 660.040965 66.308199 \nL 660.177837 64.018188 \nL 660.212054 64.342391 \nL 660.246272 64.354707 \nL 660.383144 66.741763 \nL 660.45158 66.502448 \nL 660.554234 65.057028 \nL 660.691106 58.813372 \nL 660.964849 47.787456 \nL 660.999067 47.859177 \nL 661.101721 48.711469 \nL 661.135939 48.435356 \nL 661.409683 42.6924 \nL 661.478119 43.76294 \nL 661.78608 56.660791 \nL 661.888734 54.366144 \nL 662.196695 50.030531 \nL 662.230913 50.144119 \nL 662.470439 60.879766 \nL 662.641529 67.689812 \nL 662.675747 67.638991 \nL 662.709965 67.415105 \nL 662.744183 67.475421 \nL 662.881054 70.567956 \nL 662.94949 69.254148 \nL 663.462759 54.875014 \nL 663.565413 54.070404 \nL 663.633849 54.543308 \nL 663.702285 54.629776 \nL 663.873375 56.110314 \nL 664.078682 53.161962 \nL 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709.964948 62.154606 \nL 710.307128 68.547725 \nL 710.341346 67.925622 \nL 710.478218 66.411888 \nL 710.512436 66.515524 \nL 710.649307 67.487622 \nL 710.786179 63.714582 \nL 711.059923 58.274818 \nL 711.094141 58.263181 \nL 711.333666 62.73279 \nL 711.60741 70.384221 \nL 711.641628 70.410503 \nL 711.846935 65.732468 \nL 712.189115 54.505256 \nL 712.223333 54.709507 \nL 712.291769 55.932327 \nL 712.77082 71.618383 \nL 712.839256 71.757608 \nL 712.94191 71.239627 \nL 712.976128 71.365989 \nL 713.044564 71.315118 \nL 713.420961 76.760745 \nL 713.557833 75.64568 \nL 713.626269 74.852014 \nL 713.660487 75.155011 \nL 713.76314 76.221838 \nL 714.071102 82.118073 \nL 714.27641 87.330012 \nL 714.379063 85.898105 \nL 714.447499 85.633929 \nL 715.26873 64.712869 \nL 715.337166 65.265094 \nL 715.43982 68.015022 \nL 715.679345 73.480064 \nL 715.713563 73.134429 \nL 715.747781 73.146828 \nL 715.884653 71.781341 \nL 716.192615 75.154207 \nL 716.26105 74.332464 \nL 716.705884 68.733548 \nL 717.048063 58.897332 \nL 717.150717 56.816277 \nL 717.184935 57.739373 \nL 717.527115 61.702719 \nL 717.629768 63.423318 \nL 717.835076 66.355231 \nL 718.006166 67.427799 \nL 718.074602 67.219218 \nL 718.10882 67.392471 \nL 718.143038 67.446186 \nL 718.211473 66.829825 \nL 718.245691 67.278411 \nL 718.279909 67.745891 \nL 718.348345 67.495757 \nL 718.587871 64.390861 \nL 718.622089 64.086523 \nL 718.656307 64.169394 \nL 718.793179 66.633551 \nL 718.827396 66.413819 \nL 719.306448 51.914217 \nL 719.409102 53.41237 \nL 719.511755 56.091659 \nL 719.717063 58.937066 \nL 719.922371 59.818295 \nL 720.504076 78.308953 \nL 720.538294 78.358711 \nL 720.880473 86.09655 \nL 720.914691 85.681833 \nL 721.017345 83.798769 \nL 721.051563 84.593395 \nL 721.085781 84.855223 \nL 721.119999 84.759697 \nL 721.633268 71.333112 \nL 721.872794 62.277572 \nL 722.009665 60.260031 \nL 722.078101 60.930002 \nL 722.454499 66.446834 \nL 722.557153 65.874084 \nL 722.591371 65.847687 \nL 723.036204 54.975624 \nL 723.10464 55.955259 \nL 723.515255 70.992769 \nL 723.583691 70.231974 \nL 723.617909 70.51611 \nL 723.686345 71.752392 \nL 723.994306 79.894599 \nL 724.028524 79.811533 \nL 724.062742 80.206917 \nL 724.09696 79.885684 \nL 724.302268 73.351468 \nL 724.370704 73.808237 \nL 724.678665 78.997625 \nL 724.747101 81.026184 \nL 724.815537 80.202005 \nL 725.191934 74.810527 \nL 725.499896 66.034621 \nL 725.534114 66.025555 \nL 725.636768 63.927076 \nL 725.807858 61.557628 \nL 726.047383 64.612814 \nL 726.184255 63.293907 \nL 726.731742 75.94266 \nL 726.76596 73.60197 \nL 727.142357 59.503381 \nL 727.416101 61.082065 \nL 727.450319 60.948465 \nL 727.724062 51.674626 \nL 727.895152 47.13342 \nL 727.92937 47.550107 \nL 728.716383 61.787362 \nL 729.09278 72.581149 \nL 729.366524 76.009179 \nL 729.469178 77.653381 \nL 729.503396 77.241284 \nL 729.708703 74.978611 \nL 729.777139 75.568675 \nL 729.811357 75.433972 \nL 729.948229 77.476676 \nL 729.982447 77.289892 \nL 730.016665 77.4369 \nL 730.050883 76.764508 \nL 730.119319 77.253843 \nL 730.153537 77.383004 \nL 730.187755 78.011782 \nL 730.256191 77.641259 \nL 730.393062 76.193533 \nL 730.461498 76.744564 \nL 730.495716 76.990119 \nL 730.59837 72.802272 \nL 730.837896 61.923861 \nL 731.008985 65.992442 \nL 731.282729 72.251853 \nL 731.351165 72.632817 \nL 731.385383 72.555906 \nL 731.453819 72.435987 \nL 731.488037 72.662195 \nL 731.898652 84.543333 \nL 731.93287 84.501182 \nL 732.035524 82.489258 \nL 732.754101 56.854307 \nL 732.856754 56.114658 \nL 732.890972 56.124834 \nL 732.92519 56.260972 \nL 733.062062 58.385024 \nL 733.09628 58.047924 \nL 733.472677 45.531152 \nL 733.541113 46.315431 \nL 733.883293 53.92531 \nL 733.917511 53.594326 \nL 733.985947 52.599996 \nL 734.191254 49.810779 \nL 734.25969 50.064323 \nL 734.328126 50.447417 \nL 734.362344 50.363616 \nL 734.43078 49.455319 \nL 734.499216 49.947767 \nL 734.60187 51.607229 \nL 734.636088 51.276394 \nL 734.841395 47.225795 \nL 734.944049 45.090979 \nL 735.388882 66.131929 \nL 735.76528 78.957911 \nL 735.833716 78.583183 \nL 735.93637 77.272078 \nL 736.073241 74.280741 \nL 736.107459 74.848955 \nL 736.244331 77.592226 \nL 736.278549 76.998421 \nL 736.449639 71.754398 \nL 736.791818 60.063504 \nL 736.826036 59.859551 \nL 736.860254 60.001913 \nL 737.031344 64.62735 \nL 737.236652 69.953245 \nL 737.27087 69.74966 \nL 737.305087 70.030626 \nL 737.407741 71.73738 \nL 737.441959 71.586935 \nL 737.955228 65.621524 \nL 738.023664 64.464523 \nL 738.0921 64.9522 \nL 738.126318 64.869737 \nL 738.536934 59.191803 \nL 738.605369 59.863579 \nL 738.673805 61.246286 \nL 738.708023 60.929925 \nL 738.879113 56.851857 \nL 738.981767 57.244141 \nL 739.015985 57.331705 \nL 739.187074 59.736988 \nL 739.221292 59.56681 \nL 739.289728 58.991191 \nL 739.392382 56.689017 \nL 739.529254 50.693319 \nL 740.042523 20.933315 \nL 740.110959 21.407783 \nL 740.247831 24.729023 \nL 740.418921 27.266324 \nL 740.453139 27.21088 \nL 740.521574 27.935374 \nL 741.75342 61.603892 \nL 741.787638 61.816885 \nL 741.821856 61.423764 \nL 742.027164 57.603892 \nL 742.300908 54.713497 \nL 742.471997 52.247142 \nL 742.711523 53.161924 \nL 743.122138 61.79664 \nL 743.156356 61.79664 \nL 743.361664 59.926908 \nL 743.772279 63.6979 \nL 743.977587 61.35305 \nL 744.080241 59.086951 \nL 744.388202 52.294584 \nL 744.456638 51.669574 \nL 744.490856 51.70362 \nL 744.833036 56.918572 \nL 744.935689 56.30514 \nL 745.243651 52.258524 \nL 745.277869 52.610881 \nL 745.380523 55.530079 \nL 745.620048 62.758523 \nL 745.791138 65.208491 \nL 745.859574 64.742702 \nL 745.893792 64.378433 \nL 746.064882 60.338134 \nL 746.133318 62.575454 \nL 746.338625 69.825235 \nL 746.372843 69.595838 \nL 746.407061 69.606007 \nL 746.475497 70.983481 \nL 746.543933 70.759421 \nL 746.646587 69.528915 \nL 746.680805 69.665773 \nL 746.817677 71.876758 \nL 746.886112 71.925285 \nL 747.022984 72.797661 \nL 747.26251 74.967514 \nL 747.570471 71.050244 \nL 747.707343 70.215578 \nL 747.775779 70.532321 \nL 747.809997 70.532675 \nL 748.015305 74.257124 \nL 748.083741 74.438925 \nL 748.357484 70.198875 \nL 748.59701 63.570136 \nL 748.631228 63.467894 \nL 748.768099 67.002431 \nL 748.973407 70.915793 \nL 749.007625 70.671576 \nL 749.076061 69.952693 \nL 749.247151 65.864998 \nL 749.315587 66.215043 \nL 749.41824 67.482378 \nL 749.452458 67.295942 \nL 749.555112 65.611048 \nL 749.623548 65.635415 \nL 749.76042 65.809443 \nL 749.794638 65.686343 \nL 749.828856 65.589192 \nL 749.93151 67.868487 \nL 750.034163 67.602706 \nL 750.307907 64.133743 \nL 750.376343 63.164678 \nL 750.444779 63.478238 \nL 750.615869 67.579346 \nL 750.889612 77.189514 \nL 751.09492 81.315338 \nL 751.129138 81.198741 \nL 751.505535 73.110539 \nL 751.779279 66.61063 \nL 751.847715 65.736861 \nL 751.881933 66.001158 \nL 752.224112 69.93585 \nL 752.292548 69.566445 \nL 752.634727 63.546995 \nL 752.737381 61.160007 \nL 753.25065 82.925568 \nL 753.455958 84.644982 \nL 753.490176 84.577857 \nL 753.832355 89.799627 \nL 753.866573 89.235044 \nL 753.969227 85.9372 \nL 754.448279 69.877873 \nL 754.893112 52.645524 \nL 755.064202 50.562194 \nL 755.09842 50.629791 \nL 755.132637 50.531211 \nL 755.235291 49.788567 \nL 755.269509 49.821865 \nL 755.440599 54.64057 \nL 755.645907 61.976033 \nL 755.782778 65.920262 \nL 755.816996 65.711802 \nL 755.851214 65.704207 \nL 755.988086 64.314941 \nL 756.09074 63.591098 \nL 756.124958 63.758714 \nL 756.227612 65.790246 \nL 756.26183 65.685108 \nL 756.604009 56.630503 \nL 756.638227 56.672501 \nL 756.775099 53.775079 \nL 756.843535 52.604061 \nL 756.877753 53.467062 \nL 757.117278 57.96829 \nL 757.219932 58.925638 \nL 757.59633 66.168589 \nL 757.733201 68.21278 \nL 757.767419 68.01087 \nL 757.801637 68.052449 \nL 757.938509 66.714776 \nL 758.212253 62.254106 \nL 758.246471 62.622613 \nL 758.314906 63.789107 \nL 758.383342 63.31408 \nL 758.793958 57.313431 \nL 758.862394 57.590576 \nL 758.930829 58.030766 \nL 758.965047 57.849989 \nL 759.341445 53.24363 \nL 759.375663 53.117373 \nL 759.478317 51.631152 \nL 759.512535 51.857423 \nL 759.75206 58.01414 \nL 760.641727 79.409406 \nL 760.744381 77.715856 \nL 761.394522 49.436169 \nL 761.634047 43.55928 \nL 761.702483 44.124835 \nL 761.736701 44.240191 \nL 761.770919 44.19609 \nL 761.839355 43.756965 \nL 761.907791 43.886089 \nL 762.147316 47.796037 \nL 762.181534 47.324341 \nL 762.386842 49.393567 \nL 762.626368 56.245178 \nL 762.660586 56.050297 \nL 762.763239 56.48808 \nL 762.797457 56.233439 \nL 762.831675 56.262399 \nL 762.865893 56.006269 \nL 762.900111 56.224959 \nL 763.036983 56.971663 \nL 763.071201 56.887277 \nL 763.105419 56.972643 \nL 763.276509 53.692051 \nL 763.652906 38.912047 \nL 763.687124 38.912047 \nL 763.92665 47.680908 \nL 764.74788 89.736674 \nL 764.850534 91.20571 \nL 764.884752 90.898862 \nL 765.124278 85.808626 \nL 765.295368 82.133162 \nL 765.534893 79.653153 \nL 765.671765 78.736426 \nL 765.911291 75.594577 \nL 765.945508 75.527778 \nL 765.979726 75.725392 \nL 766.458778 68.731619 \nL 766.561432 68.782041 \nL 766.595649 68.724551 \nL 766.629867 69.081084 \nL 766.664085 69.007748 \nL 766.835175 68.119988 \nL 766.869393 68.201801 \nL 767.006265 70.385566 \nL 767.108919 69.949763 \nL 767.211572 68.250548 \nL 767.348444 65.278334 \nL 767.519534 60.210277 \nL 767.58797 60.445409 \nL 767.622188 60.794457 \nL 767.656406 60.56865 \nL 767.793278 59.4973 \nL 767.827496 59.789568 \nL 767.895931 60.375328 \nL 767.930149 60.19333 \nL 768.135457 58.512969 \nL 768.169675 58.639677 \nL 768.272329 60.344931 \nL 768.340765 59.71931 \nL 768.648726 46.505989 \nL 768.717162 47.506861 \nL 768.956688 50.619788 \nL 768.990906 50.695261 \nL 769.161995 53.519306 \nL 769.298867 53.308186 \nL 769.504175 49.149702 \nL 769.709483 42.447789 \nL 769.743701 42.540447 \nL 769.777918 42.512985 \nL 769.880572 44.897066 \nL 769.949008 44.416253 \nL 770.325406 38.945692 \nL 770.359624 39.00224 \nL 770.530713 40.349517 \nL 770.633367 39.630345 \nL 770.667585 38.987329 \nL 770.770239 39.014717 \nL 771.351944 55.943491 \nL 771.386162 55.454299 \nL 771.454598 54.642229 \nL 771.488816 54.85416 \nL 771.557252 56.744044 \nL 771.728341 59.526158 \nL 772.241611 71.981416 \nL 772.4127 75.432516 \nL 772.58379 71.798532 \nL 773.062841 53.223436 \nL 773.131277 53.445617 \nL 773.268149 53.025554 \nL 773.370803 52.044341 \nL 773.507675 54.537552 \nL 773.57611 54.356077 \nL 773.712982 53.780259 \nL 773.91829 50.414424 \nL 773.952508 50.970702 \nL 773.986726 51.202942 \nL 774.499995 69.643379 \nL 774.568431 70.360128 \nL 774.602649 69.85121 \nL 774.636867 69.85121 \nL 774.739521 67.603498 \nL 774.773739 67.634595 \nL 774.91061 69.135082 \nL 775.389662 86.597821 \nL 775.42388 85.663298 \nL 775.731841 75.694633 \nL 776.074021 71.810653 \nL 776.210892 69.045338 \nL 776.24511 69.195991 \nL 776.450418 72.910471 \nL 776.484636 72.897653 \nL 776.621508 73.911842 \nL 776.689944 73.869114 \nL 776.861033 67.704392 \nL 777.100559 55.94272 \nL 777.134777 56.10163 \nL 777.340085 59.081272 \nL 777.374303 59.081272 \nL 777.40852 58.422207 \nL 777.476956 58.678892 \nL 777.682264 63.06797 \nL 777.853354 73.605085 \nL 778.366623 98.409445 \nL 778.400841 98.966671 \nL 778.435059 98.480505 \nL 778.674584 88.041063 \nL 779.427379 52.656432 \nL 779.461597 52.534351 \nL 779.564251 51.33442 \nL 779.632687 51.413968 \nL 779.666905 51.450755 \nL 779.837995 55.448575 \nL 780.111738 66.310734 \nL 780.488136 52.679726 \nL 780.693443 57.349878 \nL 780.898751 61.08161 \nL 780.932969 61.484942 \nL 781.001405 61.237372 \nL 781.069841 61.32788 \nL 781.206713 53.546632 \nL 781.480456 43.701219 \nL 781.856853 52.783386 \nL 782.027943 55.370863 \nL 782.199033 63.041831 \nL 782.404341 68.792492 \nL 782.541212 67.689899 \nL 782.712302 62.147524 \nL 782.849174 58.383234 \nL 782.883392 58.969261 \nL 782.91761 59.221984 \nL 782.951828 59.116999 \nL 783.020264 58.552007 \nL 783.0887 58.601566 \nL 783.328225 61.46955 \nL 783.499315 64.107175 \nL 783.807276 61.531816 \nL 783.875712 62.3729 \nL 783.90993 62.285873 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538.909435 65.798462 \nL 538.977871 66.882116 \nL 539.148961 72.822827 \nL 539.217396 73.980212 \nL 539.251614 72.912066 \nL 539.49114 68.246254 \nL 539.525358 68.429278 \nL 539.559576 68.569884 \nL 539.66223 67.361308 \nL 540.004409 53.877607 \nL 540.107063 54.428562 \nL 540.141281 54.328845 \nL 540.175499 54.142668 \nL 540.209717 54.514792 \nL 540.449243 58.406737 \nL 540.586114 64.103802 \nL 540.894076 43.529311 \nL 541.099384 38.591323 \nL 541.167819 38.601073 \nL 541.407345 36.276769 \nL 541.475781 36.726566 \nL 541.509999 36.655224 \nL 541.715307 33.615673 \nL 541.783742 33.807256 \nL 542.365448 49.895716 \nL 542.810281 59.796839 \nL 542.981371 55.337333 \nL 543.118242 50.562192 \nL 543.15246 50.646132 \nL 543.357768 55.121171 \nL 543.699947 63.990988 \nL 543.734165 64.120128 \nL 543.939473 62.476799 \nL 543.973691 62.436741 \nL 544.110563 61.314107 \nL 544.247435 62.723196 \nL 544.350088 61.046166 \nL 544.418524 59.304291 \nL 544.48696 59.727881 \nL 544.65805 61.282784 \nL 544.794922 60.084973 \nL 545.410845 78.209837 \nL 545.445063 78.028388 \nL 545.479281 78.074016 \nL 545.513499 78.039043 \nL 545.581934 77.651263 \nL 545.684588 76.133853 \nL 545.718806 76.534979 \nL 545.753024 76.49717 \nL 545.82146 75.650392 \nL 546.16364 69.370451 \nL 546.368947 70.54984 \nL 546.437383 69.716643 \nL 546.642691 66.601173 \nL 546.779563 67.860715 \nL 546.847998 67.396135 \nL 546.882216 67.208823 \nL 546.950652 67.320791 \nL 547.258614 69.136235 \nL 547.292832 68.839577 \nL 547.429704 71.198133 \nL 547.463922 70.626028 \nL 547.737665 64.494347 \nL 548.045627 56.366762 \nL 548.079845 56.436337 \nL 548.114062 56.399103 \nL 548.216716 54.817307 \nL 548.798421 42.949353 \nL 548.832639 43.146475 \nL 548.935293 42.88754 \nL 548.969511 43.163004 \nL 549.003729 43.024942 \nL 549.106383 41.50105 \nL 549.140601 41.689179 \nL 549.48278 50.648167 \nL 549.619652 50.003125 \nL 549.722306 49.512699 \nL 549.756524 49.702774 \nL 549.82496 50.031828 \nL 549.927614 51.073326 \nL 550.201357 54.936257 \nL 550.338229 52.428772 \nL 550.748844 39.885243 \nL 550.783062 39.905173 \nL 550.885716 41.244604 \nL 551.398985 58.815471 \nL 551.433203 59.456572 \nL 551.467421 58.85971 \nL 551.535857 58.336943 \nL 551.570075 58.819491 \nL 551.638511 59.293814 \nL 551.672729 58.846642 \nL 551.809601 57.234983 \nL 551.843819 57.676823 \nL 552.014908 59.674474 \nL 552.459742 46.902576 \nL 552.801921 32.548946 \nL 552.870357 32.52718 \nL 553.007229 33.884615 \nL 553.075665 33.270175 \nL 553.109883 32.911551 \nL 553.144101 33.095073 \nL 553.212536 33.827746 \nL 553.280972 33.420928 \nL 553.520498 30.359401 \nL 553.554716 30.596315 \nL 553.691588 33.271385 \nL 553.896895 39.186114 \nL 553.965331 38.571344 \nL 553.999549 38.470104 \nL 554.033767 38.711212 \nL 554.067985 38.589262 \nL 554.136421 39.028296 \nL 554.170639 38.728958 \nL 554.273293 37.799634 \nL 555.094524 66.295926 \nL 555.402485 62.675769 \nL 555.607793 57.871551 \nL 555.642011 57.871551 \nL 555.710447 57.665152 \nL 555.98419 52.259537 \nL 556.257934 49.236742 \nL 556.32637 49.602883 \nL 556.600113 48.531916 \nL 556.634331 48.632981 \nL 556.873857 52.624505 \nL 556.908075 52.665987 \nL 556.942293 52.456609 \nL 556.976511 52.718087 \nL 557.010729 53.136403 \nL 557.044946 52.885342 \nL 557.1476 49.42336 \nL 557.284472 47.809917 \nL 557.31869 47.589033 \nL 557.626652 39.218521 \nL 557.797741 41.55905 \nL 557.900395 44.268304 \nL 557.934613 44.088002 \nL 558.105703 41.543382 \nL 558.139921 41.906721 \nL 559.063805 72.386132 \nL 559.303331 80.060241 \nL 559.474421 84.538057 \nL 559.508639 84.212495 \nL 559.542857 84.876287 \nL 559.577074 84.96558 \nL 559.64551 83.811612 \nL 560.124562 67.406697 \nL 560.774703 78.814083 \nL 561.1511 74.071342 \nL 561.219536 73.204196 \nL 561.356408 69.680812 \nL 561.424844 68.280849 \nL 561.493279 68.855133 \nL 561.527497 68.893881 \nL 561.630151 68.552818 \nL 561.664369 68.862805 \nL 561.732805 68.722883 \nL 562.074985 59.4775 \nL 562.177638 61.546532 \nL 562.4856 67.661638 \nL 562.759344 63.61354 \nL 562.930433 52.947665 \nL 563.306831 30.818544 \nL 563.409484 29.162415 \nL 563.443702 29.563466 \nL 563.512138 30.880678 \nL 564.093843 47.113775 \nL 564.128061 47.059387 \nL 564.230715 49.979698 \nL 564.401805 52.439908 \nL 564.504459 52.344634 \nL 564.572895 52.027992 \nL 564.607113 52.287306 \nL 564.743984 55.552267 \nL 565.120382 67.152986 \nL 565.188818 67.53763 \nL 565.291472 65.482391 \nL 565.325689 66.125366 \nL 565.770523 75.577067 \nL 565.838959 75.8356 \nL 565.873177 76.029402 \nL 565.907395 75.865748 \nL 566.010048 73.588422 \nL 566.112702 74.017673 \nL 566.14692 73.929468 \nL 566.352228 70.737017 \nL 566.386446 70.911854 \nL 566.4891 72.729401 \nL 566.523318 72.533771 \nL 566.899715 65.097011 \nL 567.070805 61.740365 \nL 567.173459 62.457779 \nL 567.276112 62.666946 \nL 567.447202 59.867464 \nL 567.755164 64.42305 \nL 567.789382 63.882372 \nL 567.8236 63.636324 \nL 567.857817 63.927921 \nL 567.926253 64.357108 \nL 567.960471 63.934261 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597.045726 68.633121 \nL 597.182597 65.118753 \nL 597.285251 65.698273 \nL 597.593213 75.742449 \nL 597.730085 79.301553 \nL 597.764303 79.084059 \nL 597.901174 75.733768 \nL 598.038046 69.165161 \nL 598.31179 57.362916 \nL 598.346008 57.005736 \nL 598.380226 57.12628 \nL 598.448661 57.829924 \nL 598.482879 57.275889 \nL 599.030367 48.14423 \nL 599.064585 48.214448 \nL 599.235674 55.841959 \nL 599.4752 64.476163 \nL 599.748943 70.81986 \nL 600.364866 88.396453 \nL 600.912354 67.92855 \nL 601.494059 41.557014 \nL 601.733584 38.017081 \nL 601.767802 38.092311 \nL 601.870456 37.681584 \nL 601.97311 39.378559 \nL 602.383725 49.426039 \nL 602.554815 53.616616 \nL 602.862777 62.525355 \nL 602.931212 63.295733 \nL 602.96543 62.968463 \nL 603.204956 60.540754 \nL 603.341828 62.38116 \nL 603.410264 61.77772 \nL 603.649789 58.525946 \nL 604.026187 51.756958 \nL 604.060405 51.790542 \nL 604.163058 54.513685 \nL 604.915853 76.93709 \nL 604.950071 76.505532 \nL 605.258033 68.077919 \nL 605.565994 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611.075084 81.454047 \nL 611.109302 81.058994 \nL 611.383045 75.199068 \nL 611.759443 61.227426 \nL 612.409584 75.975742 \nL 612.478019 75.920166 \nL 612.580673 76.664412 \nL 612.785981 80.532514 \nL 612.854417 79.66208 \nL 612.922853 79.823606 \nL 612.957071 79.824781 \nL 613.025507 78.576347 \nL 613.744083 52.407587 \nL 613.846737 51.134308 \nL 613.880955 51.232596 \nL 613.949391 52.582013 \nL 614.154699 57.53773 \nL 614.291571 59.017121 \nL 614.325789 58.917945 \nL 614.394224 57.769476 \nL 614.496878 55.184415 \nL 614.531096 56.157012 \nL 615.078583 75.935858 \nL 615.181237 75.595859 \nL 615.283891 76.820988 \nL 615.318109 76.72248 \nL 615.62607 68.864661 \nL 615.865596 60.836183 \nL 615.899814 60.938284 \nL 616.070904 64.213251 \nL 616.241994 64.164394 \nL 616.276211 64.284722 \nL 616.481519 67.287097 \nL 616.515737 67.717675 \nL 616.584173 67.267384 \nL 617.234314 57.279942 \nL 617.508058 62.655902 \nL 617.644929 63.275122 \nL 617.747583 61.099463 \nL 617.816019 59.717647 \nL 617.884455 60.426384 \nL 618.123981 64.141238 \nL 618.158199 63.327082 \nL 618.192416 63.405474 \nL 618.260852 62.610647 \nL 618.431942 56.526411 \nL 618.603032 51.678775 \nL 618.63725 52.54805 \nL 619.184737 60.9211 \nL 619.424263 57.65286 \nL 619.595352 53.119991 \nL 619.62957 53.325042 \nL 619.663788 53.450504 \nL 619.766442 55.494096 \nL 619.834878 55.481048 \nL 619.97175 54.453185 \nL 620.177057 60.607692 \nL 620.724544 82.851916 \nL 620.758762 82.985967 \nL 620.895634 79.906003 \nL 621.13516 66.260188 \nL 621.340468 55.666455 \nL 621.374685 56.480043 \nL 621.477339 59.558331 \nL 621.682647 65.803603 \nL 621.853737 58.701381 \nL 622.195916 45.700436 \nL 622.435442 41.486518 \nL 622.46966 41.394149 \nL 622.777621 54.54442 \nL 623.222455 77.567998 \nL 623.598852 85.913619 \nL 623.735724 87.204155 \nL 623.872596 87.141287 \nL 623.941031 86.774382 \nL 624.248993 80.157813 \nL 624.79648 58.410689 \nL 624.864916 58.981748 \nL 625.207095 63.575734 \nL 625.309749 64.100017 \nL 625.343967 63.927716 \nL 625.583493 63.284045 \nL 625.617711 63.319551 \nL 625.686147 63.45919 \nL 625.720365 63.379511 \nL 625.925672 62.303572 \nL 625.95989 62.522139 \nL 626.062544 63.486857 \nL 626.096762 63.069869 \nL 626.13098 63.100611 \nL 626.267852 61.266614 \nL 626.473159 58.760421 \nL 626.541595 58.540225 \nL 626.575813 58.899248 \nL 626.610031 58.861988 \nL 626.644249 58.370818 \nL 626.712685 58.648733 \nL 626.815339 58.698543 \nL 626.952211 56.066745 \nL 627.020647 56.824119 \nL 627.602352 75.60001 \nL 627.705006 74.150311 \nL 627.773441 74.636265 \nL 628.012967 77.782127 \nL 628.286711 81.728587 \nL 628.320929 81.597244 \nL 628.423582 80.677285 \nL 628.4578 81.059779 \nL 628.526236 81.537776 \nL 628.594672 81.179583 \nL 628.834198 77.917741 \nL 628.936852 74.127976 \nL 629.142159 67.024032 \nL 629.279031 67.420474 \nL 629.552775 70.673702 \nL 629.758082 63.749821 \nL 629.7923 63.760106 \nL 629.826518 63.661807 \nL 630.031826 61.203179 \nL 630.066044 61.208824 \nL 630.100262 61.071378 \nL 630.237134 58.843624 \nL 630.305569 58.958448 \nL 630.339787 58.706318 \nL 630.510877 56.19208 \nL 630.545095 55.656488 \nL 630.579313 56.4321 \nL 630.784621 65.035942 \nL 630.921492 70.20403 \nL 630.95571 68.848053 \nL 631.229454 63.891923 \nL 631.434762 60.875512 \nL 631.674287 56.582985 \nL 631.708505 56.619664 \nL 631.879595 57.992245 \nL 631.913813 57.958139 \nL 632.016467 55.282994 \nL 632.29021 48.929723 \nL 632.427082 50.385735 \nL 632.63239 48.393129 \nL 633.043005 56.511889 \nL 633.62471 69.77743 \nL 633.658928 69.77743 \nL 633.693146 69.895037 \nL 633.761582 68.851814 \nL 633.7958 69.45402 \nL 634.206415 73.326083 \nL 634.377505 78.085135 \nL 634.411723 78.073414 \nL 634.582813 75.584177 \nL 634.924992 65.564291 \nL 635.027646 66.535609 \nL 635.061864 66.22204 \nL 635.096082 65.857562 \nL 635.1303 66.391184 \nL 635.30139 70.979486 \nL 635.335608 70.81151 \nL 635.540915 69.162901 \nL 635.780441 64.016833 \nL 635.917313 60.200999 \nL 635.985749 60.903621 \nL 636.054184 61.529684 \nL 636.327928 64.958982 \nL 636.396364 64.149893 \nL 636.567454 60.644803 \nL 636.772761 58.49375 \nL 636.841197 59.235543 \nL 637.183377 63.560794 \nL 637.593992 75.799829 \nL 637.62821 75.573212 \nL 637.730864 75.229326 \nL 638.141479 68.990163 \nL 638.209915 69.131929 \nL 638.449441 74.566627 \nL 638.723184 79.660908 \nL 638.860056 78.472784 \nL 638.96271 79.667919 \nL 638.996928 79.495356 \nL 639.202235 76.776574 \nL 639.270671 77.187886 \nL 639.339107 78.034367 \nL 639.373325 77.669364 \nL 639.407543 77.652075 \nL 639.441761 77.971136 \nL 639.475979 77.870708 \nL 639.647069 76.211752 \nL 639.818159 74.933134 \nL 639.852376 74.972838 \nL 639.920812 74.359305 \nL 639.95503 75.002002 \nL 640.160338 73.267094 \nL 640.194556 73.69643 \nL 640.434082 76.286545 \nL 640.502517 76.055282 \nL 640.570953 74.801336 \nL 640.947351 64.257959 \nL 640.981569 64.306825 \nL 641.050005 65.312374 \nL 641.11844 64.884614 \nL 641.186876 65.229777 \nL 641.221094 64.871593 \nL 641.323748 64.678152 \nL 641.392184 64.855171 \nL 641.563274 63.518937 \nL 642.144979 57.674123 \nL 642.316069 56.019455 \nL 642.350287 56.109358 \nL 642.487158 56.673586 \nL 642.555594 55.297747 \nL 642.897774 48.529259 \nL 643.000428 46.010192 \nL 643.171517 41.701742 \nL 643.274171 41.847718 \nL 643.342607 42.438737 \nL 643.376825 42.301209 \nL 643.411043 42.10739 \nL 643.445261 42.272202 \nL 643.616351 43.307607 \nL 643.719004 41.242285 \nL 643.753222 41.537789 \nL 644.095402 49.352516 \nL 644.334927 51.110183 \nL 644.608671 59.6376 \nL 644.642889 59.485727 \nL 644.677107 59.427005 \nL 644.813979 60.643451 \nL 644.848197 60.509347 \nL 644.985068 57.200378 \nL 645.327248 51.146023 \nL 645.46412 53.335697 \nL 645.635209 55.176486 \nL 645.703645 55.234206 \nL 645.806299 54.004946 \nL 645.977389 50.465418 \nL 646.011607 51.132416 \nL 646.216914 62.713546 \nL 646.524876 76.178374 \nL 646.559094 76.329976 \nL 646.593312 76.072938 \nL 646.969709 68.155964 \nL 647.003927 68.071076 \nL 647.072363 67.024799 \nL 647.140799 67.213208 \nL 647.346107 69.011474 \nL 647.380325 68.242848 \nL 647.722504 62.624964 \nL 647.756722 62.713717 \nL 647.79094 62.574141 \nL 647.825158 62.584207 \nL 647.893594 61.378136 \nL 648.098902 59.288462 \nL 648.201555 58.830617 \nL 648.406863 56.211879 \nL 648.441081 56.26371 \nL 648.509517 57.804302 \nL 648.714825 62.683617 \nL 648.885914 59.443981 \nL 648.920132 59.548954 \nL 648.95435 59.680686 \nL 648.988568 59.610047 \nL 649.29653 54.736155 \nL 649.330748 54.780866 \nL 649.467619 57.848378 \nL 649.707145 63.558517 \nL 649.775581 64.772661 \nL 649.980889 68.481126 \nL 650.015107 68.81814 \nL 650.083542 68.583281 \nL 650.254632 67.316719 \nL 650.425722 70.095219 \nL 650.45994 69.923162 \nL 650.733683 63.529988 \nL 650.836337 62.498817 \nL 650.870555 62.659394 \nL 651.007427 64.028016 \nL 651.110081 66.116552 \nL 651.144299 65.092673 \nL 651.281171 64.447698 \nL 651.383824 66.139644 \nL 651.45226 67.50617 \nL 651.486478 66.595198 \nL 651.931311 56.802331 \nL 651.965529 56.931331 \nL 651.999747 56.737137 \nL 652.068183 56.518359 \nL 652.136619 56.609788 \nL 652.239273 55.895773 \nL 652.273491 55.067486 \nL 652.341927 55.459888 \nL 652.581452 58.902613 \nL 652.649888 58.466836 \nL 652.684106 58.885115 \nL 652.923632 63.405805 \nL 653.026286 64.274995 \nL 653.436901 68.785675 \nL 653.505337 68.256893 \nL 653.539555 68.134482 \nL 653.984388 75.280414 \nL 654.052824 77.20227 \nL 654.12126 76.632852 \nL 654.189696 76.729843 \nL 654.29235 77.999948 \nL 654.326568 77.894759 \nL 654.360786 78.040429 \nL 654.395004 77.982447 \nL 654.429222 77.825947 \nL 654.46344 78.137366 \nL 654.702965 81.690253 \nL 655.045145 84.663881 \nL 655.079363 84.525846 \nL 655.250452 81.881309 \nL 655.318888 80.779099 \nL 655.763721 66.624127 \nL 656.003247 61.024319 \nL 656.276991 58.832045 \nL 656.413862 55.285115 \nL 656.44808 55.446743 \nL 656.584952 56.972791 \nL 656.687606 56.671865 \nL 656.79026 55.649715 \nL 656.824478 56.286804 \nL 656.96135 58.220168 \nL 656.995568 57.991022 \nL 657.543055 47.904565 \nL 657.611491 48.217552 \nL 657.645709 48.240297 \nL 657.679926 48.003813 \nL 657.714144 48.421722 \nL 657.95367 58.225432 \nL 658.29585 68.972661 \nL 658.638029 63.42421 \nL 658.877555 58.423073 \nL 659.151298 51.03324 \nL 659.253952 49.317508 \nL 659.322388 49.657489 \nL 659.390824 50.95788 \nL 659.493478 51.665427 \nL 659.527696 51.380226 \nL 659.561914 51.354269 \nL 659.733003 53.88009 \nL 659.767221 53.794965 \nL 659.801439 53.712125 \nL 659.904093 54.72984 \nL 660.417362 66.800396 \nL 660.45158 66.542667 \nL 660.691106 63.807631 \nL 660.862195 66.264574 \nL 660.964849 67.422836 \nL 660.999067 66.972493 \nL 661.067503 66.088883 \nL 661.238593 62.36358 \nL 661.307029 63.448705 \nL 661.512336 66.417722 \nL 661.580772 66.961742 \nL 661.649208 66.819443 \nL 662.128259 57.757061 \nL 662.196695 58.743786 \nL 662.265131 60.19694 \nL 662.333567 59.794708 \nL 662.436221 59.253754 \nL 662.470439 59.5538 \nL 662.675747 62.90449 \nL 662.983708 69.807246 \nL 663.12058 68.592256 \nL 663.154798 68.618653 \nL 663.223234 69.200967 \nL 663.257452 69.657711 \nL 663.325888 69.246822 \nL 663.873375 63.311526 \nL 664.1129 56.147795 \nL 664.318208 53.685605 \nL 664.386644 54.057973 \nL 664.523516 51.884338 \nL 664.557734 52.705718 \nL 664.763041 57.76381 \nL 665.071003 63.62689 \nL 665.139439 63.667079 \nL 665.550054 56.842051 \nL 665.61849 57.104042 \nL 665.686926 58.151908 \nL 666.165977 71.870143 \nL 666.234413 73.17394 \nL 666.473939 76.499827 \nL 666.508157 76.43442 \nL 666.542375 76.503638 \nL 666.576592 76.476578 \nL 666.713464 75.098667 \nL 666.987208 60.273931 \nL 667.260951 48.686014 \nL 667.637349 40.292532 \nL 667.671567 40.788245 \nL 667.740003 41.593548 \nL 667.774221 40.837042 \nL 667.808439 40.706968 \nL 667.842657 40.89639 \nL 668.013746 43.485062 \nL 668.047964 43.179355 \nL 668.424362 35.534196 \nL 668.561233 32.547971 \nL 668.629669 32.708758 \nL 668.663887 32.635163 \nL 668.698105 32.809411 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675.096861 59.834633 \nL 675.404823 57.155824 \nL 675.541694 55.429324 \nL 675.61013 55.8582 \nL 676.089182 66.635895 \nL 676.1234 65.589953 \nL 676.910412 39.616058 \nL 677.081502 37.489145 \nL 677.149938 37.890738 \nL 677.252592 41.65382 \nL 677.492117 55.397723 \nL 677.697425 65.54149 \nL 677.731643 65.494185 \nL 677.800079 64.346914 \nL 677.902733 63.062413 \nL 677.936951 63.725628 \nL 678.244912 73.876606 \nL 678.313348 72.932808 \nL 678.381784 71.698763 \nL 678.792399 57.349298 \nL 678.860835 57.4519 \nL 678.895053 57.716722 \nL 678.963489 57.489868 \nL 679.271451 49.014299 \nL 679.476758 42.356579 \nL 679.510976 41.863011 \nL 679.545194 41.945069 \nL 679.990027 50.887796 \nL 680.126899 48.117495 \nL 680.195335 49.131507 \nL 680.263771 49.547809 \nL 680.297989 49.292093 \nL 680.434861 48.339534 \nL 680.469079 48.7213 \nL 680.60595 54.419079 \nL 681.529835 90.744749 \nL 681.564053 90.532674 \nL 681.598271 90.395549 \nL 682.179976 80.927278 \nL 682.214194 80.929444 \nL 682.316848 81.805716 \nL 682.351066 81.540541 \nL 682.419502 80.212306 \nL 682.932771 60.857922 \nL 683.44604 81.176828 \nL 683.61713 84.76002 \nL 683.651348 84.758324 \nL 683.788219 82.552627 \nL 684.027745 68.577508 \nL 684.301489 54.014041 \nL 684.60945 65.236753 \nL 684.677886 64.495728 \nL 684.712104 64.535053 \nL 684.917412 66.571448 \nL 685.328027 77.228663 \nL 685.362245 76.919861 \nL 685.430681 78.009556 \nL 685.670207 83.154615 \nL 685.738642 82.052956 \nL 686.080822 76.831952 \nL 686.149258 77.263829 \nL 686.183476 77.224006 \nL 686.217694 77.055727 \nL 686.251912 77.204095 \nL 686.388783 81.314765 \nL 686.594091 85.920869 \nL 686.662527 85.980922 \nL 686.730963 86.918635 \nL 686.799399 88.918023 \nL 686.867835 88.082951 \nL 687.175796 81.55703 \nL 687.210014 81.804812 \nL 687.791719 90.995269 \nL 687.860155 90.896708 \nL 688.031245 87.146297 \nL 688.510296 72.240642 \nL 688.578732 72.629443 \nL 688.61295 72.515015 \nL 688.886693 67.398304 \nL 688.920911 67.43369 \nL 688.955129 67.616313 \nL 689.023565 67.055155 \nL 689.057783 67.394678 \nL 689.092001 67.841231 \nL 689.126219 67.557465 \nL 689.228873 66.214336 \nL 689.263091 66.73079 \nL 689.331527 67.39988 \nL 689.365745 66.95918 \nL 689.434181 66.76289 \nL 689.468399 66.936986 \nL 689.502617 66.97446 \nL 689.77636 70.559516 \nL 690.084322 64.26802 \nL 690.221193 61.743566 \nL 690.255411 62.095342 \nL 690.323847 62.783998 \nL 690.666027 73.916178 \nL 690.802898 73.023286 \nL 690.871334 73.561592 \nL 690.905552 74.020554 \nL 690.93977 74.008648 \nL 691.247732 68.836756 \nL 691.350386 67.802048 \nL 691.384604 68.125141 \nL 691.521475 70.834149 \nL 691.897873 82.374043 \nL 692.000527 83.372681 \nL 692.068962 82.975961 \nL 692.137398 83.034094 \nL 692.171616 83.331264 \nL 692.205834 83.120837 \nL 692.890193 67.358996 \nL 692.958629 68.000731 \nL 693.266591 66.774189 \nL 693.300809 66.818216 \nL 693.471898 69.347795 \nL 693.642988 73.381217 \nL 693.677206 73.069833 \nL 693.882514 71.775441 \nL 693.916732 71.985898 \nL 693.95095 72.243713 \nL 693.985167 72.041847 \nL 694.122039 69.126693 \nL 694.224693 69.351912 \nL 694.258911 69.454213 \nL 694.327347 69.390717 \nL 694.361565 69.341104 \nL 694.635308 61.567021 \nL 694.77218 62.44983 \nL 694.806398 62.502836 \nL 695.080142 58.912859 \nL 695.251231 56.938523 \nL 695.627629 66.247103 \nL 696.346206 85.648774 \nL 696.414642 85.244852 \nL 697.167436 48.02912 \nL 697.475398 38.146821 \nL 697.61227 36.564109 \nL 697.646488 37.112196 \nL 697.851795 39.395225 \nL 697.886013 39.361735 \nL 698.057103 42.723127 \nL 698.638808 62.495666 \nL 698.844116 59.440413 \nL 699.049424 54.94264 \nL 699.152077 53.065368 \nL 699.254731 51.492543 \nL 699.288949 51.598227 \nL 699.357385 51.589039 \nL 699.460039 54.184219 \nL 699.93909 68.99908 \nL 700.28127 73.665202 \nL 700.657667 88.928265 \nL 700.760321 88.375552 \nL 700.794539 88.526483 \nL 700.828757 88.243144 \nL 701.307808 72.09868 \nL 701.615769 52.551314 \nL 701.684205 50.884801 \nL 701.752641 51.773021 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707.330167 74.095482 \nL 707.364384 74.109044 \nL 707.535474 72.588566 \nL 707.569692 72.588566 \nL 707.672346 71.396496 \nL 707.706564 71.74612 \nL 707.843436 72.773641 \nL 708.117179 78.001105 \nL 708.151397 77.605342 \nL 708.390923 69.330614 \nL 708.801538 55.06508 \nL 708.93841 56.176911 \nL 709.041064 55.93549 \nL 709.212154 58.258139 \nL 709.314807 59.432979 \nL 709.383243 59.230688 \nL 709.417461 59.597351 \nL 709.451679 59.478601 \nL 709.691205 57.347753 \nL 709.725423 57.192141 \nL 709.862295 60.210005 \nL 710.10182 68.486133 \nL 710.307128 74.91368 \nL 710.341346 73.791333 \nL 710.444 70.884729 \nL 710.512436 71.091901 \nL 710.580871 70.427567 \nL 710.615089 70.594631 \nL 710.786179 71.621603 \nL 710.923051 70.830283 \nL 710.957269 71.236581 \nL 711.025705 71.055451 \nL 711.059923 70.995661 \nL 711.675846 62.664463 \nL 711.744282 63.548859 \nL 711.846935 66.480342 \nL 712.154897 76.527192 \nL 712.189115 76.074052 \nL 712.257551 74.835014 \nL 712.325987 75.311519 \nL 712.428641 75.839453 \nL 712.462858 75.604605 \nL 712.59973 72.911107 \nL 713.010346 58.000561 \nL 713.044564 58.000561 \nL 713.147217 59.200538 \nL 713.318307 63.798611 \nL 713.93423 91.659871 \nL 713.968448 91.954023 \nL 714.036884 91.619697 \nL 714.173756 89.87086 \nL 714.207974 89.930993 \nL 714.584371 73.99464 \nL 714.755461 69.203014 \nL 714.858115 71.098207 \nL 715.166076 80.762468 \nL 715.371384 84.345059 \nL 715.781999 91.289198 \nL 715.987307 85.401922 \nL 716.466358 68.931223 \nL 716.500576 69.022216 \nL 716.534794 68.806245 \nL 716.569012 68.794158 \nL 716.740102 71.585193 \nL 716.945409 74.809498 \nL 716.979627 74.502124 \nL 717.150717 71.997386 \nL 717.184935 72.22622 \nL 717.76664 81.576693 \nL 718.040384 90.846865 \nL 718.143038 89.88589 \nL 718.895832 71.969802 \nL 719.169576 70.164964 \nL 719.374884 63.925848 \nL 719.614409 58.665057 \nL 719.888153 61.706 \nL 720.367204 48.57383 \nL 720.572512 50.290997 \nL 720.709384 54.72903 \nL 720.983127 63.169428 \nL 721.256871 65.538671 \nL 721.633268 48.765186 \nL 721.735922 50.02602 \nL 721.838576 48.82731 \nL 722.146537 41.37688 \nL 722.454499 31.266974 \nL 722.557153 30.563754 \nL 722.76246 34.071116 \nL 722.830896 33.438375 \nL 722.865114 33.677969 \nL 722.93355 34.23021 \nL 723.138858 36.997376 \nL 723.241512 38.255219 \nL 723.515255 42.77405 \nL 723.583691 42.073059 \nL 723.617909 41.4055 \nL 723.686345 41.428703 \nL 723.754781 41.838015 \nL 723.788999 41.281462 \nL 723.857435 41.679337 \nL 723.994306 43.148874 \nL 724.028524 42.680921 \nL 724.165396 40.58822 \nL 724.199614 40.82729 \nL 724.43914 39.292272 \nL 724.473358 39.470832 \nL 724.507576 39.114748 \nL 724.541793 39.074767 \nL 724.712883 37.0858 \nL 724.747101 37.29593 \nL 724.781319 37.7588 \nL 724.815537 37.369202 \nL 724.883973 36.737905 \nL 724.918191 36.768527 \nL 725.123499 41.784589 \nL 725.191934 40.976306 \nL 725.26037 40.721202 \nL 725.294588 40.852042 \nL 725.43146 45.778598 \nL 725.705204 52.928367 \nL 725.944729 57.088245 \nL 726.047383 56.46706 \nL 726.560652 49.481741 \nL 726.59487 49.752735 \nL 726.93705 55.200963 \nL 727.108139 53.879605 \nL 727.176575 53.066529 \nL 727.381883 50.431698 \nL 727.416101 50.734111 \nL 727.552973 52.30487 \nL 727.621409 54.200211 \nL 727.655627 53.815616 \nL 727.826716 51.896561 \nL 728.066242 58.041287 \nL 728.442639 76.457404 \nL 728.716383 82.297501 \nL 728.955909 85.292336 \nL 729.126998 80.840939 \nL 729.229652 77.214661 \nL 729.537614 66.321961 \nL 729.60605 65.260721 \nL 729.640267 65.734748 \nL 729.708703 66.413252 \nL 729.914011 69.74967 \nL 729.982447 69.103416 \nL 730.290408 62.106828 \nL 730.324626 62.206823 \nL 730.495716 64.341606 \nL 730.564152 63.52476 \nL 730.837896 59.111781 \nL 731.214293 68.682774 \nL 731.385383 63.490385 \nL 731.693344 52.49387 \nL 731.93287 48.61796 \nL 731.967088 48.630466 \nL 732.069742 50.770005 \nL 732.240831 52.759523 \nL 732.377703 51.761459 \nL 732.411921 51.934625 \nL 732.446139 51.652694 \nL 732.548793 50.28259 \nL 732.719883 50.467125 \nL 732.754101 50.4807 \nL 732.856754 48.063292 \nL 732.92519 47.256395 \nL 732.959408 47.736081 \nL 733.027844 48.273254 \nL 733.198934 46.101833 \nL 733.233152 46.135228 \nL 733.472677 51.027354 \nL 733.712203 55.781482 \nL 733.746421 56.396272 \nL 733.814857 55.996878 \nL 733.883293 56.126243 \nL 734.0886 55.207665 \nL 734.191254 55.630906 \nL 734.225472 55.41885 \nL 734.25969 55.461674 \nL 734.464998 59.116215 \nL 734.533434 58.915667 \nL 734.738741 55.934354 \nL 734.772959 55.900411 \nL 734.807177 55.623277 \nL 734.944049 58.08152 \nL 734.978267 57.512506 \nL 735.115139 55.837275 \nL 735.286229 58.066773 \nL 735.354665 59.499392 \nL 735.4231 58.925062 \nL 735.457318 58.382019 \nL 735.525754 58.657297 \nL 735.833716 66.065885 \nL 735.93637 64.840084 \nL 735.970588 64.643751 \nL 736.312767 70.208484 \nL 736.483857 68.364116 \nL 736.689164 66.062512 \nL 737.236652 45.105832 \nL 737.681485 25.662985 \nL 737.715703 26.353182 \nL 737.989446 32.732586 \nL 738.023664 32.793379 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743.464318 67.326803 \nL 743.532754 66.984735 \nL 743.566972 67.008014 \nL 743.60119 66.904135 \nL 743.635408 66.878444 \nL 744.080241 60.59539 \nL 744.251331 64.58845 \nL 744.388202 68.686981 \nL 744.42242 68.508297 \nL 744.456638 68.528422 \nL 744.559292 67.951936 \nL 745.448959 45.522552 \nL 745.483177 45.928091 \nL 745.517395 45.384896 \nL 745.551613 45.023854 \nL 745.58583 45.350185 \nL 745.75692 47.345082 \nL 745.893792 44.791767 \nL 746.0991 50.529756 \nL 746.133318 50.548107 \nL 746.304407 48.574046 \nL 746.441279 46.749769 \nL 747.057202 60.600694 \nL 747.09142 60.596052 \nL 747.159856 61.071983 \nL 747.26251 62.305033 \nL 747.809997 43.537931 \nL 747.912651 43.681155 \nL 747.946869 43.613089 \nL 748.186394 39.841531 \nL 748.25483 40.077737 \nL 748.289048 39.912845 \nL 748.42592 37.97766 \nL 748.460138 38.105752 \nL 748.631228 37.236291 \nL 749.007625 55.227434 \nL 749.349805 70.332137 \nL 749.897292 83.331712 \nL 749.93151 82.984811 \nL 749.999946 83.11822 \nL 750.068381 83.159505 \nL 750.171035 82.75882 \nL 750.239471 82.899206 \nL 750.307907 83.706408 \nL 750.478997 85.257461 \nL 750.581651 84.969105 \nL 750.615869 84.996383 \nL 750.718522 85.977681 \nL 750.75274 85.229716 \nL 750.92383 75.221678 \nL 751.26601 54.075923 \nL 751.368663 50.584819 \nL 751.402881 51.147326 \nL 751.676625 56.614185 \nL 751.745061 58.44643 \nL 751.984586 65.599955 \nL 752.08724 66.156383 \nL 752.121458 66.006774 \nL 752.224112 64.141513 \nL 752.292548 64.449093 \nL 752.326766 64.634266 \nL 752.497856 59.577052 \nL 752.668945 56.406558 \nL 752.703163 56.47092 \nL 752.771599 56.432957 \nL 752.805817 57.186231 \nL 752.874253 56.515044 \nL 752.976907 56.026466 \nL 753.011125 56.192711 \nL 753.353304 59.016496 \nL 753.729702 53.147451 \nL 753.76392 53.012028 \nL 753.798138 53.174363 \nL 753.832355 53.331876 \nL 753.866573 53.057612 \nL 754.345625 44.649588 \nL 754.379843 44.525802 \nL 754.414061 44.641825 \nL 755.269509 69.743046 \nL 755.303727 69.841773 \nL 755.543253 67.738407 \nL 755.577471 68.012034 \nL 755.680125 66.574152 \nL 755.74856 65.800226 \nL 755.782778 66.077982 \nL 755.816996 66.310252 \nL 755.851214 66.20358 \nL 756.227612 58.646452 \nL 756.364484 56.605833 \nL 756.398701 56.738493 \nL 756.604009 57.998549 \nL 756.638227 58.019052 \nL 756.740881 60.015499 \nL 756.843535 62.832581 \nL 756.877753 61.4247 \nL 757.151496 48.983404 \nL 757.219932 49.553673 \nL 758.075381 64.980231 \nL 758.109599 64.638669 \nL 758.212253 62.67103 \nL 758.349124 64.988457 \nL 758.41756 64.681759 \nL 758.451778 64.707925 \nL 758.485996 63.951396 \nL 758.554432 64.105939 \nL 758.622868 64.710464 \nL 758.657086 64.456995 \nL 758.75974 62.457905 \nL 758.930829 55.735903 \nL 759.170355 46.776474 \nL 759.204573 47.059908 \nL 759.717842 59.317613 \nL 759.75206 59.535748 \nL 759.991586 55.929311 \nL 760.025804 56.021743 \nL 760.470637 62.623698 \nL 760.504855 62.555903 \nL 760.539073 62.698284 \nL 760.641727 64.182713 \nL 760.949688 70.003672 \nL 761.018124 67.771106 \nL 761.42874 46.493663 \nL 761.599829 43.359122 \nL 761.634047 43.544346 \nL 761.873573 44.3024 \nL 761.942009 44.361398 \nL 762.010445 44.050036 \nL 762.078881 45.280498 \nL 762.386842 54.164736 \nL 762.59215 52.62517 \nL 762.831675 48.597315 \nL 762.865893 49.568812 \nL 762.968547 51.636361 \nL 763.002765 51.309465 \nL 763.036983 51.188714 \nL 763.276509 53.441043 \nL 763.41338 55.590383 \nL 763.687124 63.906888 \nL 763.721342 61.761225 \nL 764.131957 43.927944 \nL 764.268829 40.138648 \nL 764.337265 40.735262 \nL 764.405701 41.223162 \nL 764.439919 41.184072 \nL 764.508355 40.471738 \nL 764.542573 40.657727 \nL 764.611009 41.408386 \nL 764.645227 40.576037 \nL 764.782098 38.852223 \nL 764.816316 39.042684 \nL 764.987406 42.77731 \nL 765.329585 50.311097 \nL 765.500675 53.80912 \nL 765.705983 59.380954 \nL 765.911291 57.607517 \nL 766.116598 53.852946 \nL 766.150816 54.652557 \nL 766.219252 55.820349 \nL 766.25347 55.469179 \nL 766.42456 51.85894 \nL 766.458778 52.63891 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56.188376 \nL 578.123201 55.373115 \nL 578.191637 55.828047 \nL 578.225855 55.794449 \nL 578.328509 54.280372 \nL 578.636471 45.306439 \nL 578.910214 34.824145 \nL 578.97865 36.819294 \nL 579.320829 49.739125 \nL 579.355047 49.611269 \nL 579.423483 49.114914 \nL 579.457701 49.47695 \nL 579.628791 53.378378 \nL 579.663009 53.118841 \nL 579.731445 52.525695 \nL 579.765663 52.572831 \nL 579.97097 57.899267 \nL 580.278932 70.353655 \nL 580.31315 70.149166 \nL 580.347368 70.094579 \nL 580.381586 70.672968 \nL 580.450022 70.05169 \nL 580.552676 68.786807 \nL 580.586894 68.808979 \nL 580.621111 68.96483 \nL 580.655329 68.890626 \nL 580.826419 65.333137 \nL 580.894855 65.428238 \nL 581.100163 63.827681 \nL 581.168599 62.924398 \nL 581.442342 55.693475 \nL 581.613432 54.845146 \nL 581.64765 54.998068 \nL 581.681868 54.914488 \nL 581.750304 54.264378 \nL 582.058265 47.527276 \nL 582.092483 47.480965 \nL 582.195137 49.614196 \nL 582.674188 68.491333 \nL 582.81106 65.613627 \nL 583.016368 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72.486079 \nL 591.776162 73.240976 \nL 591.81038 72.989959 \nL 591.947252 72.442564 \nL 592.015688 73.584378 \nL 592.220995 81.25068 \nL 592.494739 94.082113 \nL 592.597393 95.737993 \nL 593.350187 71.249838 \nL 593.452841 69.12323 \nL 593.487059 69.286221 \nL 593.966111 77.169863 \nL 594.582034 54.7818 \nL 594.616251 54.67625 \nL 594.753123 56.674899 \nL 595.095303 68.402582 \nL 595.334828 72.727793 \nL 595.369046 72.033311 \nL 595.437482 71.203394 \nL 595.4717 71.35889 \nL 595.540136 73.110129 \nL 595.574354 72.761784 \nL 595.984969 63.640737 \nL 596.190277 58.352981 \nL 596.292931 58.800864 \nL 596.840418 72.186006 \nL 596.943072 70.567273 \nL 597.353687 61.730568 \nL 597.422123 61.554477 \nL 597.456341 61.899128 \nL 597.695867 59.752534 \nL 597.764303 60.011168 \nL 598.003828 63.807652 \nL 598.038046 63.797524 \nL 598.072264 63.797524 \nL 598.1407 64.45659 \nL 598.209136 64.218336 \nL 598.482879 61.096558 \nL 598.517097 61.448629 \nL 598.688187 65.647248 \nL 598.825059 69.526572 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604.915853 72.744374 \nL 604.984289 72.878567 \nL 605.052725 72.225 \nL 605.668648 78.286424 \nL 605.942392 88.025902 \nL 606.010828 87.39434 \nL 606.113481 86.008868 \nL 606.147699 86.092361 \nL 606.181917 86.047569 \nL 606.318789 81.106814 \nL 606.455661 75.014852 \nL 606.524097 75.54648 \nL 606.558315 75.554049 \nL 606.592533 75.811686 \nL 606.626751 75.444737 \nL 606.79784 73.576431 \nL 607.516417 48.985655 \nL 607.790161 53.133542 \nL 607.824379 52.629519 \nL 607.995468 51.343073 \nL 608.029686 51.368176 \nL 608.234994 48.376765 \nL 608.30343 46.974948 \nL 608.337648 47.703674 \nL 608.850917 66.252813 \nL 608.919353 65.653471 \nL 609.124661 61.294896 \nL 609.158879 61.368641 \nL 609.193097 61.208206 \nL 609.364186 57.264635 \nL 609.398404 57.44683 \nL 609.603712 60.142362 \nL 609.706366 59.911045 \nL 609.740584 59.932779 \nL 609.877456 62.82857 \nL 610.082763 68.575903 \nL 610.151199 70.177228 \nL 610.253853 73.61797 \nL 610.288071 73.534901 \nL 610.698686 59.888632 \nL 611.417263 40.692987 \nL 611.725225 32.791799 \nL 611.759443 32.791799 \nL 612.341148 46.480163 \nL 612.717545 50.051185 \nL 612.820199 48.860706 \nL 612.888635 49.535877 \nL 612.991289 49.949334 \nL 613.025507 49.653761 \nL 613.059725 50.222212 \nL 613.12816 51.199961 \nL 613.265032 58.441877 \nL 613.572994 73.982099 \nL 614.223135 86.366615 \nL 614.257353 86.667634 \nL 614.291571 86.491619 \nL 614.428442 83.013992 \nL 614.907494 68.778643 \nL 614.941712 68.73976 \nL 615.386545 80.59028 \nL 615.420763 80.635584 \nL 615.557635 81.774283 \nL 616.002468 72.552436 \nL 616.070904 72.764705 \nL 616.276211 77.034503 \nL 616.344647 77.353159 \nL 616.378865 77.078285 \nL 617.029006 59.712779 \nL 617.097442 60.066863 \nL 617.268532 61.575009 \nL 617.30275 62.067502 \nL 617.371186 61.468239 \nL 617.508058 58.343403 \nL 617.576493 59.276808 \nL 617.713365 61.366658 \nL 618.431942 78.323746 \nL 618.500378 78.391279 \nL 618.603032 77.790025 \nL 618.876775 70.503237 \nL 619.424263 41.151292 \nL 619.561134 38.064583 \nL 619.595352 38.519814 \nL 619.698006 40.480657 \nL 619.80066 42.373661 \nL 619.834878 41.829405 \nL 619.97175 39.344119 \nL 620.005968 40.28133 \nL 620.382365 50.743828 \nL 620.416583 50.219921 \nL 620.485019 49.805603 \nL 620.553455 49.840593 \nL 620.690327 51.443759 \nL 620.724544 51.402533 \nL 620.895634 50.015004 \nL 620.96407 50.355757 \nL 621.203596 54.022084 \nL 621.340468 56.696164 \nL 621.443121 56.101908 \nL 621.511557 54.94776 \nL 621.614211 55.212031 \nL 621.682647 53.894701 \nL 622.161698 40.07184 \nL 622.230134 40.470884 \nL 622.435442 38.91213 \nL 622.503878 39.472777 \nL 623.017147 49.656066 \nL 623.393544 62.235607 \nL 623.427762 62.413184 \nL 623.496198 62.210394 \nL 623.564634 62.049894 \nL 623.598852 61.933262 \nL 623.63307 62.054241 \nL 623.80416 63.401735 \nL 624.009467 59.980117 \nL 624.077903 58.597085 \nL 624.112121 59.196204 \nL 624.454301 79.224077 \nL 624.762262 93.31919 \nL 624.864916 95.719795 \nL 625.070224 104 \nL 625.13866 103.556827 \nL 625.207095 101.382013 \nL 626.644249 33.880971 \nL 626.781121 32.219092 \nL 626.815339 32.502531 \nL 627.260172 41.404169 \nL 627.46548 44.546868 \nL 627.533916 46.380651 \nL 627.807659 55.01139 \nL 628.184057 63.191663 \nL 628.218275 61.542105 \nL 628.355147 58.049867 \nL 628.389364 58.226037 \nL 628.526236 56.243834 \nL 628.560454 56.357509 \nL 628.663108 57.387548 \nL 628.697326 57.277541 \nL 628.731544 57.31025 \nL 629.142159 66.237363 \nL 629.176377 66.69605 \nL 629.279031 66.665944 \nL 629.347467 67.012913 \nL 629.552775 70.541181 \nL 629.586993 70.41505 \nL 629.758082 67.829919 \nL 629.96339 61.042824 \nL 629.997608 61.581447 \nL 630.442441 76.093278 \nL 630.545095 78.65183 \nL 630.613531 78.278532 \nL 630.818839 72.868182 \nL 631.058364 64.214908 \nL 631.229454 58.107895 \nL 631.332108 58.942857 \nL 631.400544 59.31648 \nL 631.434762 58.887541 \nL 631.503198 59.101353 \nL 631.571633 60.059341 \nL 631.640069 59.944118 \nL 631.708505 59.305706 \nL 631.742723 59.315358 \nL 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52.995971 \nL 663.12058 58.122328 \nL 663.394323 72.978762 \nL 663.496977 76.670867 \nL 663.531195 76.615071 \nL 663.873375 67.846668 \nL 663.976029 68.763528 \nL 664.044464 69.044272 \nL 664.318208 72.219697 \nL 664.352426 72.511835 \nL 664.420862 72.1551 \nL 664.62617 70.391642 \nL 665.139439 52.07789 \nL 665.207875 54.077706 \nL 665.413182 58.393842 \nL 665.892234 64.888643 \nL 665.926452 64.748602 \nL 665.994887 63.786871 \nL 666.645028 50.731501 \nL 666.679246 50.633337 \nL 666.747682 49.988521 \nL 666.7819 50.072747 \nL 666.918772 50.724065 \nL 666.95299 50.913695 \nL 666.987208 50.90087 \nL 667.055644 50.526997 \nL 667.089862 50.583888 \nL 667.226733 54.83228 \nL 667.705785 72.700652 \nL 667.774221 72.667029 \nL 667.842657 73.116294 \nL 668.013746 70.502653 \nL 668.082182 70.757808 \nL 668.1164 70.757048 \nL 668.561233 57.509982 \nL 668.595451 57.912885 \nL 668.903413 55.399142 \nL 668.937631 55.830749 \nL 669.108721 58.616915 \nL 669.211374 58.426675 \nL 669.245592 58.426675 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675.267951 78.005821 \nL 675.302169 77.899909 \nL 675.439041 77.373143 \nL 675.644348 66.98708 \nL 675.883874 60.887184 \nL 675.95231 60.246401 \nL 675.986528 60.569618 \nL 676.089182 62.219317 \nL 676.1234 61.704378 \nL 676.670887 49.447523 \nL 676.910412 42.548513 \nL 676.94463 41.653287 \nL 677.013066 42.006031 \nL 677.11572 45.297241 \nL 677.423681 55.816999 \nL 677.492117 55.821094 \nL 677.526335 55.644912 \nL 677.594771 56.258383 \nL 677.628989 56.053931 \nL 678.005387 46.648366 \nL 678.27913 38.164864 \nL 678.381784 37.795363 \nL 678.416002 38.053214 \nL 678.45022 38.062815 \nL 678.689745 44.651733 \nL 678.929271 53.589514 \nL 679.374104 63.866242 \nL 679.510976 67.559371 \nL 679.682066 72.123946 \nL 679.750502 71.319319 \nL 679.78472 71.172336 \nL 679.955809 65.885848 \nL 680.195335 54.617234 \nL 680.229553 56.622079 \nL 680.537515 69.071904 \nL 680.742822 74.390024 \nL 680.845476 75.864704 \nL 680.913912 76.754637 \nL 680.982348 76.368346 \nL 681.221874 74.022647 \nL 681.290309 73.464138 \nL 681.324527 73.754845 \nL 681.392963 74.295921 \nL 681.427181 73.805725 \nL 682.214194 48.892483 \nL 682.28263 49.154473 \nL 682.351066 49.919544 \nL 682.385284 49.238933 \nL 682.487938 45.122232 \nL 682.727463 37.681576 \nL 682.830117 35.6912 \nL 682.898553 34.382544 \nL 682.932771 34.701028 \nL 683.172296 38.172366 \nL 683.206514 37.928549 \nL 683.240732 37.953336 \nL 683.343386 42.276929 \nL 683.925091 76.826558 \nL 684.027745 75.916458 \nL 684.233053 69.835829 \nL 684.301489 69.941395 \nL 684.335707 69.879273 \nL 684.43836 67.929034 \nL 684.472578 67.27429 \nL 684.541014 67.580838 \nL 684.643668 67.165965 \nL 684.814758 62.765511 \nL 684.848976 63.011672 \nL 685.054283 66.310163 \nL 685.122719 67.462491 \nL 685.156937 66.504097 \nL 685.362245 61.76729 \nL 685.430681 60.023919 \nL 685.670207 54.825847 \nL 686.525655 82.904973 \nL 686.594091 82.066249 \nL 686.970488 76.23125 \nL 687.004706 76.253971 \nL 687.10736 75.758537 \nL 687.141578 76.292967 \nL 687.210014 76.230542 \nL 687.346886 74.124828 \nL 687.552194 70.92023 \nL 687.586412 71.062446 \nL 687.860155 72.604746 \nL 688.168117 77.182651 \nL 688.202335 77.030528 \nL 688.27077 77.721278 \nL 688.304988 77.537783 \nL 688.749822 67.110849 \nL 688.78404 67.163455 \nL 688.886693 69.226257 \nL 689.263091 83.328108 \nL 689.297309 83.277857 \nL 689.331527 83.411322 \nL 689.502617 85.595688 \nL 689.673706 89.428052 \nL 689.913232 83.836476 \nL 690.460719 62.53704 \nL 690.494937 62.833848 \nL 690.631809 63.727667 \nL 690.666027 63.77778 \nL 690.734463 64.259207 \nL 690.802898 64.151977 \nL 690.837116 64.096816 \nL 690.905552 63.029415 \nL 690.973988 63.509632 \nL 691.213514 65.576876 \nL 691.247732 65.615638 \nL 691.28195 65.841232 \nL 691.624129 75.131634 \nL 691.658347 75.151526 \nL 692.034745 72.00352 \nL 692.376924 62.054102 \nL 692.650668 59.965048 \nL 692.684886 60.021858 \nL 692.855975 63.034569 \nL 692.924411 64.078171 \nL 693.403462 73.096687 \nL 693.43768 72.921012 \nL 693.506116 71.811821 \nL 693.540334 72.247933 \nL 693.848296 75.866611 \nL 694.053603 72.530192 \nL 694.224693 70.779841 \nL 694.258911 70.895403 \nL 694.293129 70.65527 \nL 694.327347 70.662196 \nL 694.361565 70.371907 \nL 694.395783 70.611392 \nL 694.498437 71.93031 \nL 694.635308 72.56062 \nL 694.703744 71.252246 \nL 695.045924 66.367688 \nL 695.182796 67.373902 \nL 695.251231 68.334362 \nL 695.285449 67.681907 \nL 695.319667 67.716748 \nL 695.353885 67.587235 \nL 695.388103 67.838245 \nL 695.422321 67.729129 \nL 695.490757 67.516216 \nL 695.627629 69.704043 \nL 695.764501 74.664449 \nL 695.93559 80.181246 \nL 696.038244 79.540857 \nL 696.072462 79.54676 \nL 696.27777 85.72837 \nL 696.311988 85.229996 \nL 696.688385 74.323972 \nL 696.722603 74.503118 \nL 696.756821 74.240651 \nL 696.791039 74.309773 \nL 696.825257 74.291119 \nL 697.133219 77.421484 \nL 697.235872 76.706002 \nL 697.27009 76.763161 \nL 697.372744 76.256684 \nL 697.406962 76.394256 \nL 697.61227 78.516157 \nL 697.680706 77.583501 \nL 697.78336 76.315466 \nL 697.817577 76.812482 \nL 697.920231 78.670951 \nL 697.988667 79.370193 \nL 698.022885 79.038775 \nL 698.057103 79.153696 \nL 698.193975 74.248781 \nL 698.365065 69.912505 \nL 698.501936 67.803933 \nL 698.570372 68.577155 \nL 698.638808 68.739703 \nL 698.809898 70.722091 \nL 698.844116 70.571008 \nL 699.015206 71.088259 \nL 699.117859 69.95923 \nL 699.323167 66.665115 \nL 699.391603 65.338713 \nL 699.596911 61.846486 \nL 699.665347 60.452893 \nL 699.973308 51.400693 \nL 700.144398 48.453785 \nL 700.247052 48.968025 \nL 700.623449 53.183004 \nL 700.760321 56.318823 \nL 700.794539 55.755539 \nL 700.862975 54.963581 \nL 700.897193 55.299638 \nL 701.205154 60.526606 \nL 701.410462 62.482773 \nL 701.44468 62.617435 \nL 701.718423 65.603235 \nL 701.821077 66.648347 \nL 702.060603 69.645726 \nL 702.094821 69.645726 \nL 702.437 68.48657 \nL 702.471218 68.495657 \nL 702.505436 67.90574 \nL 702.573872 68.075662 \nL 702.60809 68.214819 \nL 703.018705 56.233718 \nL 703.121359 57.1971 \nL 703.463539 63.115995 \nL 703.7715 56.258604 \nL 703.839936 56.836619 \nL 704.011026 59.176037 \nL 704.045244 59.287229 \nL 704.079462 58.911206 \nL 704.147898 58.998449 \nL 704.558513 68.946098 \nL 704.729603 72.985992 \nL 704.866474 72.713128 \nL 704.900692 72.607059 \nL 705.037564 71.289316 \nL 705.071782 71.265685 \nL 705.345526 68.113555 \nL 705.448179 66.196893 \nL 705.482397 66.417081 \nL 705.550833 68.057115 \nL 705.619269 69.443004 \nL 705.687705 69.323966 \nL 705.927231 69.246885 \nL 706.064103 68.354189 \nL 706.200974 66.388691 \nL 706.235192 66.897092 \nL 706.303628 68.317554 \nL 706.372064 67.87531 \nL 706.406282 67.594314 \nL 706.4405 68.066099 \nL 706.474718 68.105901 \nL 707.022205 59.355828 \nL 707.124859 59.490565 \nL 707.569692 70.861809 \nL 707.809218 56.956988 \nL 708.151397 42.874286 \nL 708.288269 41.659441 \nL 708.322487 41.994767 \nL 708.356705 41.932137 \nL 708.733102 35.355376 \nL 708.76732 35.616876 \nL 709.1095 45.697373 \nL 709.451679 63.473859 \nL 709.656987 66.475649 \nL 709.896512 71.920729 \nL 710.033384 70.053364 \nL 710.27291 64.667146 \nL 710.409782 61.757229 \nL 710.751961 68.011695 \nL 710.786179 67.729059 \nL 711.128359 60.032452 \nL 711.675846 47.193918 \nL 711.710064 48.140474 \nL 712.120679 59.660221 \nL 712.154897 60.141259 \nL 712.223333 60.096702 \nL 712.257551 59.719125 \nL 712.325987 59.909031 \nL 712.360205 60.017656 \nL 712.531294 62.248759 \nL 712.565512 62.107296 \nL 712.736602 56.213007 \nL 713.044564 40.968668 \nL 713.112999 43.602553 \nL 713.181435 44.331772 \nL 713.249871 44.265841 \nL 713.523615 42.528878 \nL 713.626269 45.010202 \nL 713.865794 61.282705 \nL 714.242192 78.362505 \nL 714.413281 80.144558 \nL 714.481717 79.072761 \nL 715.26873 55.81127 \nL 715.337166 56.523178 \nL 715.508256 56.913146 \nL 715.576692 57.67292 \nL 715.61091 57.541973 \nL 715.645127 57.076666 \nL 715.679345 57.219771 \nL 715.816217 58.412759 \nL 715.953089 55.162256 \nL 716.124179 51.018313 \nL 716.192615 51.434064 \nL 716.329486 52.967266 \nL 716.363704 52.835925 \nL 716.500576 46.719433 \nL 716.671666 41.030873 \nL 716.808538 42.358562 \nL 717.321807 55.240797 \nL 717.390243 54.654091 \nL 717.561332 50.228238 \nL 717.971948 34.514445 \nL 718.177255 35.852692 \nL 718.382563 41.140021 \nL 718.622089 47.935899 \nL 718.861614 54.178796 \nL 718.895832 54.196272 \nL 719.10114 46.360925 \nL 719.511755 30.517504 \nL 719.751281 33.357897 \nL 719.785499 32.936629 \nL 719.888153 31.478221 \nL 719.922371 32.098529 \nL 720.230332 39.207562 \nL 721.188435 76.368056 \nL 721.359524 76.112047 \nL 721.42796 74.846712 \nL 721.462178 75.117572 \nL 721.564832 76.106757 \nL 721.59905 75.812829 \nL 721.804358 75.143639 \nL 721.838576 75.073185 \nL 721.872794 75.104491 \nL 722.180755 80.353935 \nL 722.386063 82.825738 \nL 722.557153 84.651873 \nL 722.591371 84.400181 \nL 722.625588 84.400181 \nL 722.76246 83.725369 \nL 722.967768 86.452007 \nL 723.001986 86.118842 \nL 723.070422 85.23547 \nL 723.241512 82.920805 \nL 723.309947 82.266342 \nL 723.344165 82.482148 \nL 723.481037 83.258815 \nL 723.515255 82.930867 \nL 723.617909 85.696062 \nL 723.652127 84.992289 \nL 723.92587 77.626072 \nL 724.233832 70.594678 \nL 724.302268 71.508585 \nL 724.541793 70.057506 \nL 724.747101 72.650324 \nL 724.952409 75.720508 \nL 725.055063 76.508699 \nL 725.089281 76.190839 \nL 725.157717 75.464098 \nL 725.191934 74.713089 \nL 725.26037 75.482007 \nL 725.363024 75.736127 \nL 725.465678 75.179562 \nL 725.60255 82.125704 \nL 725.739422 85.904343 \nL 725.842075 84.65776 \nL 725.876293 84.957263 \nL 726.218473 94.759265 \nL 726.252691 94.294586 \nL 726.492216 86.111499 \nL 726.800178 77.522402 \nL 726.93705 74.666409 \nL 727.450319 55.781501 \nL 727.587191 53.407921 \nL 727.621409 53.424778 \nL 727.963588 47.664924 \nL 728.10046 45.19364 \nL 728.134678 45.657683 \nL 728.716383 67.218917 \nL 728.921691 74.217037 \nL 729.024344 75.246635 \nL 729.229652 77.60824 \nL 729.332306 75.939682 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195.446844 \nL 522.279513 191.268397 \nL 522.621693 181.341983 \nL 522.792782 178.679756 \nL 522.827 179.052446 \nL 522.895436 180.015681 \nL 522.963872 179.545095 \nL 523.032308 178.338924 \nL 523.134962 178.459506 \nL 523.237616 177.951158 \nL 523.271834 178.008792 \nL 523.442923 181.05132 \nL 523.614013 183.901025 \nL 523.716667 182.258695 \nL 524.024628 176.2757 \nL 524.1615 175.031444 \nL 524.195718 175.383239 \nL 524.50368 182.671291 \nL 524.811641 190.496281 \nL 524.845859 191.030718 \nL 524.914295 190.665557 \nL 525.085385 189.42525 \nL 525.188038 189.110509 \nL 525.427564 190.955143 \nL 525.530218 191.928702 \nL 525.564436 191.722891 \nL 525.66709 189.751332 \nL 525.906615 184.313556 \nL 525.975051 184.59107 \nL 526.077705 185.143652 \nL 526.180359 182.87626 \nL 526.419885 177.725781 \nL 526.454103 177.709318 \nL 526.65941 175.637681 \nL 526.693628 176.088614 \nL 526.898936 179.979395 \nL 527.104243 183.671543 \nL 527.343769 187.680398 \nL 527.446423 190.176666 \nL 527.514859 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221.091755 \nL 532.818641 224.736086 \nL 533.126602 227.266408 \nL 533.33191 231.367071 \nL 533.742525 242.6 \nL 533.776743 241.669574 \nL 533.913615 239.93199 \nL 533.947833 239.940807 \nL 534.050487 237.904746 \nL 534.66641 221.904647 \nL 534.905935 217.640676 \nL 535.179679 213.143795 \nL 535.624512 204.856759 \nL 535.898256 202.238583 \nL 536.00091 202.267497 \nL 536.137781 203.589811 \nL 536.171999 203.463093 \nL 536.377307 201.111845 \nL 536.479961 201.464428 \nL 536.514179 201.550512 \nL 536.65105 200.270603 \nL 536.685268 200.305911 \nL 536.856358 203.847815 \nL 537.369627 221.077056 \nL 537.574935 227.498793 \nL 537.609153 227.398666 \nL 537.643371 227.222693 \nL 537.711807 228.0392 \nL 537.746025 227.929911 \nL 537.848679 226.867999 \nL 537.882897 227.013422 \nL 537.98555 226.829811 \nL 538.15664 231.066928 \nL 538.293512 233.010852 \nL 538.32773 232.843661 \nL 538.49882 230.620539 \nL 538.533038 230.910369 \nL 538.669909 231.114851 \nL 538.704127 231.327338 \nL 538.772563 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545.684588 181.163828 \nL 545.753024 181.175898 \nL 545.82146 181.113353 \nL 545.958332 181.523135 \nL 546.129422 180.9317 \nL 546.608473 169.816523 \nL 546.950652 156.660824 \nL 547.190178 154.326815 \nL 547.395486 151.108194 \nL 547.429704 151.108194 \nL 547.737665 155.130456 \nL 548.182498 170.204137 \nL 548.901075 197.118123 \nL 549.106383 199.852313 \nL 549.448562 203.755839 \nL 549.516998 204.146314 \nL 549.756524 207.474189 \nL 549.790742 207.05978 \nL 550.030267 205.110047 \nL 550.098703 205.90187 \nL 550.167139 206.19007 \nL 550.440883 202.543651 \nL 550.543537 201.959987 \nL 550.577755 202.320851 \nL 550.611973 202.497529 \nL 550.646191 202.123318 \nL 550.714626 201.582021 \nL 550.748844 201.75496 \nL 550.783062 202.005021 \nL 550.81728 201.906255 \nL 550.919934 200.502149 \nL 551.091024 199.136398 \nL 551.193678 198.689252 \nL 551.433203 195.12639 \nL 551.912255 187.702486 \nL 551.98069 187.628242 \nL 552.288652 190.140056 \nL 552.32287 190.053857 \nL 552.528178 185.449454 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196.462844 \nL 559.405985 196.396112 \nL 559.577074 195.300488 \nL 559.611292 195.308372 \nL 559.748164 193.188443 \nL 559.782382 193.692833 \nL 560.056126 196.873709 \nL 560.090344 196.6183 \nL 560.124562 196.68518 \nL 560.261433 198.599508 \nL 560.569395 205.05733 \nL 560.843139 209.419696 \nL 561.014228 210.569519 \nL 561.493279 214.03472 \nL 561.630151 212.309833 \nL 561.972331 207.270941 \nL 562.177638 206.688477 \nL 562.211856 206.848411 \nL 562.246074 206.494782 \nL 562.31451 205.720787 \nL 562.382946 205.877972 \nL 562.554036 204.74026 \nL 562.588254 204.98278 \nL 562.725126 207.413696 \nL 562.759344 207.089357 \nL 562.861997 204.516517 \nL 563.033087 201.573605 \nL 563.067305 201.878254 \nL 563.614792 209.270142 \nL 563.64901 209.214368 \nL 563.751664 206.662053 \nL 563.854318 203.70291 \nL 563.888536 205.07359 \nL 564.196497 214.562021 \nL 564.641331 218.186573 \nL 564.709766 217.773198 \nL 564.846638 215.499471 \nL 565.017728 212.969763 \nL 565.086164 213.57478 \nL 565.496779 218.76423 \nL 565.530997 218.830329 \nL 565.565215 218.766446 \nL 565.804741 217.041582 \nL 565.941613 216.08372 \nL 565.97583 216.348711 \nL 566.010048 216.540999 \nL 566.078484 216.314597 \nL 566.283792 214.904222 \nL 566.352228 214.616202 \nL 566.386446 214.655905 \nL 566.557536 215.342357 \nL 566.591753 215.097034 \nL 567.105023 209.892405 \nL 567.173459 210.356795 \nL 567.276112 211.478196 \nL 567.378766 212.253486 \nL 567.412984 212.205837 \nL 567.618292 210.744665 \nL 567.686728 211.204893 \nL 567.926253 215.941063 \nL 567.994689 215.321514 \nL 568.028907 215.232959 \nL 568.063125 215.376719 \nL 568.097343 215.548792 \nL 568.131561 215.324216 \nL 568.165779 215.3541 \nL 568.199997 215.274946 \nL 568.234215 215.386476 \nL 568.268433 215.338546 \nL 568.405305 216.152214 \nL 568.439523 215.971244 \nL 568.850138 212.356078 \nL 568.918574 212.402842 \nL 569.021228 212.521349 \nL 569.123882 211.848238 \nL 569.226535 210.191684 \nL 569.329189 206.639543 \nL 569.363407 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599.817379 217.446915 \nL 600.091123 215.254097 \nL 600.227995 215.815865 \nL 600.364866 217.422256 \nL 600.433302 216.824726 \nL 600.604392 215.14168 \nL 602.075764 181.128591 \nL 602.109982 181.243978 \nL 602.178418 181.760964 \nL 602.212636 181.187141 \nL 602.349507 179.747027 \nL 602.486379 181.168683 \nL 602.520597 181.046962 \nL 602.657469 179.684123 \nL 602.96543 173.786285 \nL 602.999648 174.167566 \nL 603.239174 175.95063 \nL 603.410264 178.837131 \nL 603.752443 185.688674 \nL 603.786661 185.59585 \nL 603.820879 185.726925 \nL 604.026187 189.254149 \nL 604.094623 188.58943 \nL 604.163058 188.03033 \nL 604.197276 188.440568 \nL 604.334148 188.987474 \nL 604.368366 188.9706 \nL 604.505238 191.663165 \nL 604.676328 196.095371 \nL 604.915853 201.776686 \nL 604.984289 202.506422 \nL 605.326469 208.326645 \nL 605.429123 209.529097 \nL 605.668648 213.246264 \nL 605.702866 213.611777 \nL 605.771302 213.259911 \nL 606.113481 206.89171 \nL 606.147699 207.162004 \nL 606.181917 207.140499 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194.286146 \nL 612.957071 195.382228 \nL 613.333468 198.282809 \nL 613.401904 198.806951 \nL 613.607212 202.25688 \nL 613.64143 202.049552 \nL 613.812519 203.555664 \nL 613.880955 203.319165 \nL 614.360006 198.628416 \nL 614.496878 195.333588 \nL 614.531096 195.955649 \nL 614.839058 199.22262 \nL 614.907494 198.743007 \nL 614.941712 198.671491 \nL 615.078583 199.164983 \nL 615.420763 195.192519 \nL 615.489199 195.472 \nL 616.105122 204.310786 \nL 616.13934 204.261803 \nL 616.241994 203.244874 \nL 616.549955 199.202106 \nL 616.584173 199.233348 \nL 616.96057 202.284837 \nL 617.097442 199.958959 \nL 617.234314 196.873052 \nL 617.268532 197.749817 \nL 617.439622 200.882232 \nL 617.47384 200.389599 \nL 617.713365 195.566817 \nL 617.781801 195.650261 \nL 617.952891 196.332935 \nL 618.055545 194.749562 \nL 618.123981 193.981335 \nL 618.192416 194.01123 \nL 618.226634 193.995561 \nL 618.363506 189.525112 \nL 618.568814 185.337464 \nL 619.218955 195.699942 \nL 619.492698 198.41989 \nL 619.869096 202.974954 \nL 619.937532 202.139744 \nL 620.005968 201.829037 \nL 620.040186 201.933005 \nL 620.279711 204.599168 \nL 620.348147 203.82857 \nL 620.96407 193.618669 \nL 621.272032 190.770341 \nL 621.30625 190.848965 \nL 621.374685 190.927988 \nL 621.477339 189.799663 \nL 621.545775 188.375478 \nL 621.614211 188.960541 \nL 621.956391 193.05146 \nL 622.024826 192.4071 \nL 622.230134 190.27594 \nL 622.572314 185.223145 \nL 622.743403 182.596634 \nL 622.777621 182.662541 \nL 623.051365 185.953015 \nL 623.119801 185.260626 \nL 623.29089 183.469016 \nL 623.564634 185.908438 \nL 623.63307 185.395781 \nL 623.735724 183.763138 \nL 623.872596 182.150552 \nL 623.906813 182.2491 \nL 623.941031 182.251374 \nL 624.043685 181.484436 \nL 624.077903 181.656341 \nL 624.385865 185.07682 \nL 624.488519 184.679096 \nL 624.62539 183.510931 \nL 624.659608 183.568153 \nL 624.96757 185.315318 \nL 625.13866 186.85194 \nL 625.172878 186.730944 \nL 625.207095 186.639878 \nL 625.241313 186.768538 \nL 625.412403 187.144683 \nL 625.549275 188.024215 \nL 625.617711 187.447734 \nL 625.720365 185.719056 \nL 625.754583 185.799306 \nL 626.096762 191.500505 \nL 626.815339 219.126976 \nL 627.020647 217.014325 \nL 627.1233 218.212775 \nL 627.29439 221.759015 \nL 627.328608 221.706354 \nL 627.705006 215.669981 \nL 627.876095 217.174114 \nL 628.047185 217.807581 \nL 628.081403 217.505452 \nL 628.149839 217.605669 \nL 628.184057 217.605669 \nL 628.4578 211.326492 \nL 628.492018 211.528993 \nL 628.97107 218.434507 \nL 629.279031 225.508199 \nL 629.347467 225.809755 \nL 629.997608 218.349565 \nL 630.100262 219.336101 \nL 630.305569 221.772653 \nL 630.408223 222.792123 \nL 630.476659 224.092962 \nL 630.545095 223.966596 \nL 630.579313 223.881287 \nL 630.613531 223.997502 \nL 630.887275 226.725315 \nL 630.989928 226.425557 \nL 631.46898 219.988352 \nL 631.674287 218.473006 \nL 631.708505 218.684663 \nL 631.742723 218.803155 \nL 631.776941 218.589028 \nL 631.845377 218.739651 \nL 631.879595 218.62162 \nL 632.016467 216.690612 \nL 632.255992 214.906168 \nL 632.427082 213.494424 \nL 632.700826 210.141727 \nL 632.735044 210.160593 \nL 632.871915 211.156284 \nL 632.940351 210.396978 \nL 632.974569 210.588719 \nL 633.556274 218.29932 \nL 633.62471 217.664983 \nL 633.864236 210.446153 \nL 634.137979 202.634087 \nL 634.309069 200.652599 \nL 634.651249 194.055304 \nL 634.856556 195.326396 \nL 635.027646 197.421688 \nL 635.061864 197.043132 \nL 635.30139 192.140002 \nL 635.472479 191.090288 \nL 635.643569 190.068978 \nL 635.677787 190.319708 \nL 635.746223 190.42406 \nL 635.848877 191.26747 \nL 635.883095 191.163801 \nL 636.088402 190.432351 \nL 636.225274 191.473318 \nL 636.259492 191.330498 \nL 636.63589 185.20027 \nL 636.704325 185.221436 \nL 636.806979 184.240459 \nL 637.046505 179.966204 \nL 637.251813 178.711453 \nL 637.45712 179.992153 \nL 637.662428 182.341595 \nL 637.696646 182.474044 \nL 637.730864 182.294593 \nL 637.765082 182.294593 \nL 638.004607 180.056303 \nL 638.141479 180.292963 \nL 638.209915 180.881551 \nL 638.723184 186.977528 \nL 639.065364 193.330821 \nL 639.168018 195.093622 \nL 639.407543 198.29651 \nL 639.544415 199.235575 \nL 639.681287 198.998795 \nL 639.715505 198.991633 \nL 639.886594 200.412421 \nL 639.920812 200.131067 \nL 639.989248 199.703401 \nL 640.023466 199.880743 \nL 640.057684 199.916722 \nL 640.12612 199.403508 \nL 640.160338 199.825894 \nL 640.502517 204.674444 \nL 640.536735 204.636896 \nL 640.742043 200.667645 \nL 641.221094 191.1817 \nL 641.255312 191.19371 \nL 641.46062 189.791245 \nL 641.494838 189.773784 \nL 641.871235 186.433647 \nL 641.939671 186.954762 \nL 642.076543 189.597451 \nL 642.281851 193.366446 \nL 642.316069 193.318106 \nL 642.62403 190.537111 \nL 642.658248 190.315237 \nL 642.726684 190.370431 \nL 642.79512 190.603913 \nL 642.931992 191.178805 \nL 642.96621 191.011775 \nL 643.000428 190.862061 \nL 643.103081 192.645398 \nL 643.239953 195.39914 \nL 643.274171 194.783841 \nL 643.479479 190.414147 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193.983371 \nL 649.844017 192.335897 \nL 650.083542 187.981893 \nL 650.11776 188.381752 \nL 650.596812 195.48978 \nL 650.665247 195.408827 \nL 650.938991 196.449165 \nL 651.007427 196.264162 \nL 651.178517 194.702244 \nL 651.315388 192.95897 \nL 651.349606 193.053994 \nL 651.726004 195.216208 \nL 651.760222 195.040043 \nL 651.862876 195.065785 \nL 651.999747 196.423385 \nL 652.102401 197.110757 \nL 652.136619 197.028383 \nL 652.170837 197.016941 \nL 652.205055 197.455385 \nL 652.307709 197.434378 \nL 652.376145 198.112605 \nL 652.684106 206.849013 \nL 652.820978 206.724509 \nL 653.060504 202.973821 \nL 653.094722 203.010772 \nL 653.471119 205.754214 \nL 653.505337 205.592125 \nL 653.607991 204.615677 \nL 653.676427 204.71326 \nL 653.847516 203.513293 \nL 654.223914 198.398235 \nL 654.29235 197.792052 \nL 654.326568 198.004966 \nL 654.429222 199.909796 \nL 654.805619 209.009481 \nL 654.942491 209.877266 \nL 655.216234 204.575716 \nL 655.524196 196.961055 \nL 655.558414 196.961055 \nL 655.62685 197.713622 \nL 655.661068 197.705949 \nL 656.140119 190.754467 \nL 656.174337 191.114346 \nL 656.208555 191.205444 \nL 656.584952 186.930074 \nL 656.61917 186.912143 \nL 656.687606 186.714331 \nL 656.824478 189.328625 \nL 657.064003 192.341362 \nL 657.098221 192.19419 \nL 657.132439 192.218218 \nL 657.337747 193.978856 \nL 657.406183 194.541065 \nL 657.440401 194.049055 \nL 657.645709 191.29739 \nL 657.851016 192.437608 \nL 658.261632 195.800236 \nL 658.466939 199.885712 \nL 658.501157 199.782879 \nL 658.535375 200.019081 \nL 658.569593 199.994881 \nL 658.706465 198.821722 \nL 658.740683 198.992756 \nL 658.94599 200.477326 \nL 658.980208 200.452241 \nL 659.048644 199.202937 \nL 659.219734 197.094428 \nL 659.28817 197.016811 \nL 659.356606 197.620641 \nL 659.425042 198.298769 \nL 659.493478 198.023123 \nL 659.698785 197.169192 \nL 659.801439 198.384396 \nL 659.869875 198.249996 \nL 659.904093 198.323255 \nL 660.075183 196.839144 \nL 660.177837 197.161766 \nL 660.246272 197.410011 \nL 660.28049 197.110199 \nL 660.896413 189.582699 \nL 660.930631 189.762918 \nL 660.964849 189.801767 \nL 661.204375 191.556549 \nL 661.307029 191.495796 \nL 661.478119 191.054923 \nL 661.580772 189.956645 \nL 661.61499 190.42647 \nL 661.820298 192.547465 \nL 661.95717 194.141245 \nL 662.094042 194.060789 \nL 662.230913 195.693343 \nL 662.7784 206.839672 \nL 663.29167 217.480898 \nL 663.394323 218.014025 \nL 663.428541 217.997826 \nL 663.668067 215.694097 \nL 663.804939 213.481247 \nL 663.839157 213.514035 \nL 663.873375 213.519274 \nL 663.941811 213.854498 \nL 663.976029 213.490564 \nL 664.078682 213.833191 \nL 664.147118 213.579682 \nL 664.62617 210.16183 \nL 664.660388 209.435412 \nL 664.728823 209.964412 \nL 664.831477 211.186123 \nL 664.865695 210.938137 \nL 664.968349 210.458256 \nL 665.002567 210.595492 \nL 665.139439 211.322473 \nL 665.242093 210.048354 \nL 665.310528 210.240344 \nL 665.413182 210.033394 \nL 665.584272 208.322148 \nL 665.926452 205.44259 \nL 666.200195 206.937527 \nL 666.473939 209.263653 \nL 666.508157 209.263653 \nL 666.61081 208.720119 \nL 666.987208 201.061892 \nL 667.295169 193.62898 \nL 667.466259 191.142241 \nL 667.808439 183.150733 \nL 667.876874 182.327207 \nL 668.184836 188.718908 \nL 668.253272 189.120452 \nL 668.321708 188.979084 \nL 668.355926 189.038535 \nL 668.732323 195.658336 \nL 668.800759 195.333851 \nL 668.869195 195.792981 \nL 668.937631 195.657818 \nL 669.040285 194.983028 \nL 669.074503 195.244422 \nL 669.245592 196.854696 \nL 669.27981 196.005018 \nL 669.485118 193.359654 \nL 669.553554 193.140994 \nL 669.587772 192.933101 \nL 669.62199 193.197592 \nL 669.690426 193.598156 \nL 669.724644 193.398676 \nL 669.861515 190.347107 \nL 669.964169 188.589883 \nL 669.998387 188.831189 \nL 670.101041 189.82542 \nL 670.169477 189.685351 \nL 670.237913 190.081655 \nL 670.272131 189.923008 \nL 670.306349 189.499821 \nL 670.374785 189.827393 \nL 670.44322 189.774068 \nL 670.545874 188.268266 \nL 670.61431 187.697232 \nL 670.648528 188.172858 \nL 670.819618 193.683686 \nL 671.230233 206.747879 \nL 671.264451 207.022354 \nL 671.401323 205.632075 \nL 671.435541 205.797051 \nL 671.469759 206.090586 \nL 671.538195 205.872431 \nL 671.606631 205.864295 \nL 671.743502 206.662915 \nL 671.77772 206.239705 \nL 671.880374 205.383997 \nL 672.051464 204.193426 \nL 672.154118 206.776937 \nL 672.633169 216.530398 \nL 672.770041 217.513433 \nL 672.804259 217.813671 \nL 672.838477 217.583282 \nL 673.078002 216.245764 \nL 673.146438 216.025828 \nL 673.180656 216.14347 \nL 673.28331 217.347977 \nL 673.385964 216.815498 \nL 673.522836 215.180975 \nL 673.625489 213.91184 \nL 673.693925 214.189925 \nL 673.762361 214.921046 \nL 673.796579 214.704466 \nL 674.036105 210.564157 \nL 674.344066 205.162734 \nL 674.549374 200.320981 \nL 674.720464 197.599353 \nL 674.754682 197.890953 \nL 675.028425 199.624414 \nL 675.062643 199.622462 \nL 675.165297 199.007969 \nL 675.199515 199.121288 \nL 675.233733 199.4079 \nL 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192.614245 \nL 688.031245 156.619606 \nL 688.133899 156.83223 \nL 688.407642 154.956963 \nL 688.78404 163.896051 \nL 689.023565 167.824151 \nL 689.331527 177.029819 \nL 689.673706 189.94473 \nL 689.913232 194.190654 \nL 690.255411 195.915932 \nL 690.460719 193.92316 \nL 690.700245 191.551174 \nL 690.734463 192.135961 \nL 691.008206 197.580913 \nL 691.247732 200.683014 \nL 691.28195 200.621555 \nL 691.384604 202.86865 \nL 691.555693 207.116832 \nL 691.589911 207.027214 \nL 691.624129 206.889226 \nL 691.658347 207.082784 \nL 691.897873 210.185304 \nL 691.966309 209.817093 \nL 692.137398 207.643516 \nL 692.171616 207.683458 \nL 692.27427 209.65312 \nL 692.513796 214.826755 \nL 692.719103 209.975677 \nL 692.753321 210.100374 \nL 693.027065 211.820636 \nL 693.061283 211.795975 \nL 693.369244 208.511082 \nL 693.43768 207.950384 \nL 693.471898 208.054225 \nL 693.540334 208.998401 \nL 693.60877 208.539189 \nL 693.745642 207.006814 \nL 693.77986 207.054411 \nL 693.882514 208.531577 \nL 693.916732 208.164329 \nL 694.053603 207.535249 \nL 694.087821 207.773625 \nL 694.122039 207.749924 \nL 694.190475 207.447867 \nL 694.224693 207.735363 \nL 694.430001 209.064512 \nL 694.532655 210.17315 \nL 694.60109 210.159962 \nL 694.840616 208.296704 \nL 695.285449 199.181255 \nL 695.490757 197.226154 \nL 695.627629 196.187761 \nL 695.661847 196.221773 \nL 695.867155 197.739787 \nL 695.901372 197.34546 \nL 695.93559 197.390465 \nL 696.209334 198.827389 \nL 696.27777 198.664962 \nL 696.619949 194.488461 \nL 696.654167 195.267222 \nL 697.030565 201.253584 \nL 697.338526 206.695908 \nL 697.406962 206.483129 \nL 697.475398 205.848832 \nL 697.988667 200.11327 \nL 698.228193 203.445225 \nL 698.262411 203.42392 \nL 698.501936 200.825106 \nL 698.844116 193.054133 \nL 698.878334 193.076945 \nL 699.152077 195.743274 \nL 699.186295 195.560542 \nL 699.254731 194.382676 \nL 699.357385 192.153212 \nL 699.391603 193.061065 \nL 699.631129 197.490123 \nL 699.665347 197.333841 \nL 699.699564 197.049056 \nL 699.768 197.378445 \nL 699.93909 200.065706 \nL 700.144398 202.133434 \nL 700.212834 202.031412 \nL 700.452359 198.806377 \nL 700.726103 194.503759 \nL 701.1025 199.995031 \nL 701.170936 198.865054 \nL 701.513116 190.868013 \nL 701.957949 194.369273 \nL 702.094821 196.428395 \nL 702.129039 196.092344 \nL 702.197475 196.439999 \nL 702.300128 196.66519 \nL 702.505436 192.810722 \nL 702.744962 188.72693 \nL 702.881833 185.986064 \nL 702.950269 186.294662 \nL 703.258231 188.573613 \nL 703.463539 193.565069 \nL 703.497757 192.221244 \nL 704.216333 173.724075 \nL 704.284769 173.77013 \nL 704.490077 174.231386 \nL 704.729603 177.501743 \nL 704.832256 178.87296 \nL 704.866474 178.792152 \nL 704.93491 178.611165 \nL 705.003346 179.76739 \nL 705.585051 196.278686 \nL 705.824577 199.439309 \nL 705.893013 198.968689 \nL 705.927231 198.84984 \nL 705.961449 199.106417 \nL 705.995667 199.348196 \nL 706.029885 199.079787 \nL 706.235192 197.761019 \nL 706.303628 197.45184 \nL 706.645808 191.990009 \nL 706.680026 192.059955 \nL 707.090641 196.692282 \nL 707.227513 198.305278 \nL 707.261731 198.258372 \nL 707.364384 198.79094 \nL 707.398602 198.612125 \nL 707.43282 198.546136 \nL 707.740782 191.398204 \nL 708.322487 168.451827 \nL 708.356705 168.466714 \nL 708.425141 169.017324 \nL 708.835756 180.126486 \nL 709.177936 190.675292 \nL 709.280589 190.650281 \nL 709.588551 188.002162 \nL 709.793859 184.088192 \nL 709.828077 184.106932 \nL 709.862295 184.0764 \nL 710.067602 180.027497 \nL 710.341346 175.795148 \nL 710.444 174.56895 \nL 710.478218 174.667507 \nL 710.854615 179.109768 \nL 711.094141 185.271059 \nL 711.367884 187.381033 \nL 711.470538 188.245056 \nL 711.915371 197.659602 \nL 712.086461 199.064882 \nL 712.154897 198.819777 \nL 712.223333 198.286681 \nL 712.257551 198.544434 \nL 712.291769 198.536153 \nL 712.428641 196.36272 \nL 712.77082 189.028113 \nL 712.976128 186.973943 \nL 713.044564 185.681774 \nL 713.078781 186.275193 \nL 713.455179 194.436495 \nL 713.557833 194.421917 \nL 713.694705 193.699641 \nL 713.76314 194.306702 \nL 713.865794 194.079994 \nL 713.93423 193.60971 \nL 713.968448 193.66648 \nL 714.207974 195.996157 \nL 714.242192 195.93308 \nL 714.310628 195.884372 \nL 714.344845 196.115969 \nL 714.379063 195.723489 \nL 714.413281 195.508731 \nL 714.515935 195.55827 \nL 714.618589 195.323892 \nL 714.789679 194.893688 \nL 714.823897 194.945877 \nL 714.926551 196.29524 \nL 714.960769 196.107281 \nL 715.131858 193.690764 \nL 715.166076 193.703694 \nL 715.234512 193.826175 \nL 715.43982 197.965141 \nL 715.747781 205.430472 \nL 716.226833 214.645812 \nL 716.26105 214.337751 \nL 717.048063 195.384294 \nL 717.150717 196.183144 \nL 717.184935 195.742677 \nL 717.287589 194.950926 \nL 717.321807 195.35876 \nL 717.424461 196.547491 \nL 717.903512 211.789597 \nL 718.177255 220.46174 \nL 718.245691 221.01334 \nL 718.279909 220.854959 \nL 718.382563 219.298794 \nL 718.450999 220.022868 \nL 718.519435 220.187966 \nL 718.553653 220.053819 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189.484115 \nL 726.150037 189.51839 \nL 726.184255 189.629366 \nL 726.218473 189.457498 \nL 726.252691 189.35463 \nL 726.286909 189.499665 \nL 726.321127 189.734262 \nL 726.355345 189.652464 \nL 726.457998 189.183793 \nL 726.492216 189.36638 \nL 726.731742 191.024689 \nL 727.005486 187.137255 \nL 727.039704 187.328085 \nL 727.073922 187.220887 \nL 727.176575 186.896345 \nL 727.245011 187.766255 \nL 728.032024 199.593116 \nL 728.168896 201.41161 \nL 728.613729 214.789518 \nL 728.750601 216.291409 \nL 728.784819 216.200984 \nL 728.853255 216.219252 \nL 728.921691 216.782877 \nL 728.990127 216.507105 \nL 729.126998 215.151422 \nL 729.161216 215.176018 \nL 729.400742 215.875636 \nL 729.469178 215.42079 \nL 729.503396 215.918031 \nL 729.571832 215.637782 \nL 729.674485 214.124841 \nL 729.879793 209.844655 \nL 730.016665 207.074729 \nL 730.187755 205.024295 \nL 730.461498 203.122593 \nL 730.666806 201.521383 \nL 730.701024 201.392723 \nL 730.735242 201.491352 \nL 730.906331 201.832507 \nL 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194.581919 \nL 741.411241 193.427686 \nL 741.548113 193.509408 \nL 741.616549 193.833608 \nL 741.650767 193.671974 \nL 741.719203 193.393516 \nL 741.75342 193.471687 \nL 742.369343 201.009891 \nL 742.403561 201.055859 \nL 742.506215 202.45979 \nL 743.156356 211.303755 \nL 744.251331 198.33211 \nL 744.696164 201.459204 \nL 744.867254 205.036184 \nL 744.935689 204.898199 \nL 744.969907 204.459969 \nL 745.004125 204.603336 \nL 745.277869 208.565079 \nL 745.312087 208.484429 \nL 745.448959 208.443832 \nL 745.620048 206.195871 \nL 745.654266 206.318049 \nL 745.791138 205.837635 \nL 745.825356 206.115345 \nL 746.064882 210.324235 \nL 746.304407 215.815926 \nL 746.715023 209.963896 \nL 747.228292 202.483852 \nL 747.26251 202.483852 \nL 747.467817 204.226581 \nL 747.502035 204.167106 \nL 747.536253 203.897796 \nL 747.570471 204.059981 \nL 747.775779 205.707457 \nL 747.809997 205.544637 \nL 747.912651 205.001869 \nL 748.015305 205.704749 \nL 748.049523 205.60777 \nL 748.083741 205.195396 \nL 748.152176 205.598473 \nL 748.220612 206.380526 \nL 748.357484 208.327698 \nL 748.391702 208.277203 \nL 748.42592 208.361779 \nL 748.460138 208.183695 \nL 748.562792 205.837269 \nL 749.178715 182.01695 \nL 749.384022 179.014429 \nL 749.897292 167.997871 \nL 749.999946 168.125152 \nL 750.171035 167.204036 \nL 750.205253 167.368922 \nL 750.410561 169.358591 \nL 750.444779 169.189449 \nL 750.650086 171.950571 \nL 751.642407 195.035779 \nL 751.847715 198.408403 \nL 751.881933 198.019392 \nL 751.950368 197.693067 \nL 752.189894 201.250928 \nL 752.25833 200.706994 \nL 752.360984 199.528849 \nL 752.703163 191.936655 \nL 752.737381 191.936655 \nL 753.011125 190.165549 \nL 753.045343 190.413175 \nL 753.216432 192.435152 \nL 753.25065 192.032575 \nL 753.490176 190.16095 \nL 753.524394 190.282635 \nL 754.140317 204.700013 \nL 754.208753 203.996292 \nL 754.311407 202.530203 \nL 754.482496 200.765917 \nL 754.516714 200.85012 \nL 754.58515 201.60906 \nL 754.961548 208.20689 \nL 755.064202 207.596878 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210.829186 \nL 760.744381 210.78099 \nL 761.291868 206.039774 \nL 761.805137 195.052422 \nL 761.873573 194.447718 \nL 761.907791 194.544762 \nL 762.044663 196.128573 \nL 762.318406 201.025387 \nL 762.386842 200.760781 \nL 763.276509 185.222909 \nL 763.481816 186.393453 \nL 763.516034 186.063309 \nL 763.687124 184.733062 \nL 763.995086 191.593232 \nL 764.029303 191.499525 \nL 764.063521 191.539851 \nL 764.611009 197.865942 \nL 764.953188 194.770546 \nL 764.987406 194.924632 \nL 765.021624 194.976494 \nL 765.055842 194.878399 \nL 765.398021 191.329494 \nL 765.466457 191.563318 \nL 765.569111 191.787911 \nL 765.808637 187.708322 \nL 765.877073 188.414849 \nL 766.048162 190.073272 \nL 766.150816 189.630764 \nL 766.219252 189.155619 \nL 766.25347 189.291385 \nL 766.42456 192.4089 \nL 766.458778 192.218094 \nL 766.561432 193.096018 \nL 766.698303 195.434873 \nL 766.732521 195.113249 \nL 766.766739 194.82875 \nL 766.800957 195.18201 \nL 766.869393 195.569118 \nL 766.903611 195.360367 \nL 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199.759978 \nL 518.891936 206.140159 \nL 518.926154 206.037081 \nL 519.542077 198.147018 \nL 519.644731 196.922783 \nL 519.678949 196.967755 \nL 519.747385 197.958937 \nL 520.055347 205.694013 \nL 520.089564 205.019103 \nL 520.431744 197.672482 \nL 520.50018 197.125642 \nL 520.808141 189.903283 \nL 520.876577 190.181051 \nL 520.979231 191.197496 \nL 521.150321 194.514572 \nL 521.184539 194.505949 \nL 521.218757 194.428004 \nL 521.526718 198.00775 \nL 521.697808 200.023386 \nL 521.732026 199.9879 \nL 521.868898 200.487489 \nL 521.937334 199.765034 \nL 521.971552 199.93744 \nL 522.690128 212.44177 \nL 522.724346 212.442104 \nL 523.134962 207.471344 \nL 524.1615 184.248101 \nL 524.811641 196.283156 \nL 524.914295 196.043141 \nL 525.051167 196.950933 \nL 525.085385 196.908575 \nL 525.119603 196.440594 \nL 525.188038 196.758903 \nL 525.530218 201.580846 \nL 525.564436 200.873418 \nL 525.66709 199.477634 \nL 525.735526 199.716901 \nL 525.769744 199.69875 \nL 525.975051 200.691604 \nL 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216.66202 \nL 531.176179 216.347347 \nL 531.621012 210.146812 \nL 531.65523 210.233242 \nL 531.689448 210.60223 \nL 531.757884 210.33785 \nL 531.82632 209.870478 \nL 531.860538 210.045529 \nL 531.963192 209.981297 \nL 531.99741 210.350505 \nL 532.065846 210.370992 \nL 532.202717 209.620783 \nL 532.373807 210.92364 \nL 532.408025 211.156536 \nL 532.442243 210.903953 \nL 532.681769 209.370529 \nL 533.058166 202.193902 \nL 533.16082 202.73985 \nL 533.502999 210.499827 \nL 533.571435 209.704963 \nL 533.674089 209.423498 \nL 533.708307 209.53894 \nL 533.810961 210.011506 \nL 534.050487 215.115574 \nL 534.15314 214.26855 \nL 534.255794 212.192061 \nL 534.32423 212.865124 \nL 534.563756 217.105669 \nL 534.66641 216.555655 \nL 534.769063 215.100961 \nL 535.008589 211.542829 \nL 535.179679 210.433295 \nL 535.213897 210.480007 \nL 535.282333 210.144595 \nL 535.556076 208.304374 \nL 535.590294 208.324205 \nL 535.795602 210.877056 \nL 535.932474 214.277389 \nL 535.966692 213.974064 \nL 536.035127 213.129647 \nL 536.069345 213.466026 \nL 536.103563 213.871442 \nL 536.171999 213.753825 \nL 536.240435 213.1233 \nL 536.514179 209.84686 \nL 536.548397 210.025923 \nL 536.582615 209.715867 \nL 536.890576 206.388053 \nL 537.027448 206.749372 \nL 537.232756 210.097775 \nL 537.403845 212.530575 \nL 537.472281 212.023691 \nL 537.506499 212.335346 \nL 537.882897 218.211145 \nL 538.15664 215.363286 \nL 538.32773 212.138756 \nL 538.533038 214.047456 \nL 538.635691 213.740399 \nL 538.669909 213.623151 \nL 538.840999 209.648313 \nL 539.114743 203.256649 \nL 539.217396 202.127993 \nL 539.285832 202.389887 \nL 539.388486 205.056255 \nL 539.628012 210.802249 \nL 539.730666 210.36203 \nL 539.799102 210.104886 \nL 539.867537 209.53051 \nL 539.901755 209.602171 \nL 540.107063 211.101992 \nL 540.175499 211.311701 \nL 540.243935 210.801667 \nL 540.278153 210.942927 \nL 540.449243 212.077537 \nL 540.517678 212.706035 \nL 540.620332 212.668597 \nL 540.757204 211.106113 \nL 540.859858 211.26724 \nL 541.065166 210.366739 \nL 541.441563 202.64012 \nL 541.509999 202.210219 \nL 541.544217 202.382108 \nL 541.681089 202.2038 \nL 541.715307 202.045141 \nL 541.749524 202.246005 \nL 541.81796 203.239407 \nL 542.16014 210.856074 \nL 542.570755 219.556364 \nL 542.673409 220.617304 \nL 542.707627 220.45473 \nL 542.878717 219.765524 \nL 542.912935 219.57235 \nL 542.947153 219.915314 \nL 543.118242 222.269734 \nL 543.15246 222.214574 \nL 543.426204 218.338344 \nL 543.460422 218.628562 \nL 543.631512 219.757247 \nL 543.734165 219.272209 \nL 544.042127 215.926596 \nL 544.452742 208.811001 \nL 544.966011 192.915483 \nL 545.171319 188.021623 \nL 545.205537 188.394209 \nL 545.239755 188.180498 \nL 545.547717 183.966083 \nL 545.753024 186.235709 \nL 546.540037 209.87941 \nL 546.608473 209.150013 \nL 546.642691 209.109588 \nL 546.711127 208.839363 \nL 546.745345 209.050482 \nL 547.258614 215.106632 \nL 547.429704 217.495921 \nL 547.463922 216.940652 \nL 547.874537 205.584862 \nL 548.31937 196.230985 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187.202158 \nL 553.178319 187.209161 \nL 553.417844 188.930893 \nL 553.554716 190.776697 \nL 553.65737 190.119643 \nL 553.691588 189.93763 \nL 553.760024 190.146633 \nL 553.999549 192.221656 \nL 554.273293 197.020638 \nL 554.307511 196.099125 \nL 554.512818 190.609479 \nL 554.718126 184.718957 \nL 554.752344 184.608194 \nL 554.786562 184.094035 \nL 554.82078 184.274321 \nL 555.334049 196.850686 \nL 555.642011 204.121492 \nL 555.710447 202.414322 \nL 556.052626 193.549296 \nL 556.15528 192.808178 \nL 556.189498 193.209518 \nL 556.257934 194.220716 \nL 556.634331 201.419933 \nL 556.771203 202.31748 \nL 556.839639 201.926968 \nL 557.113382 198.676436 \nL 557.31869 197.092993 \nL 557.352908 197.226413 \nL 557.387126 197.39567 \nL 557.455562 197.255286 \nL 557.626652 196.580543 \nL 557.831959 199.16464 \nL 558.003049 201.51758 \nL 558.037267 201.143353 \nL 558.174139 199.401984 \nL 558.379446 196.235552 \nL 558.447882 195.556907 \nL 558.892716 189.568524 \nL 558.961151 189.297325 \nL 559.098023 192.126906 \nL 559.440203 199.249118 \nL 559.542857 199.844398 \nL 559.577074 199.683969 \nL 559.64551 199.163068 \nL 559.782382 200.284311 \nL 559.885036 199.4691 \nL 559.953472 198.293565 \nL 560.021908 198.498544 \nL 560.056126 198.596741 \nL 560.090344 198.465769 \nL 560.124562 198.477569 \nL 560.15878 198.451325 \nL 560.192998 198.75738 \nL 560.227215 198.752055 \nL 560.603613 193.518108 \nL 560.672049 193.846169 \nL 561.185318 203.399754 \nL 561.493279 207.507469 \nL 561.664369 208.373672 \nL 561.801241 209.277836 \nL 562.14342 205.766799 \nL 562.417164 199.691481 \nL 562.793561 194.855033 \nL 562.930433 192.39757 \nL 562.964651 192.857764 \nL 562.998869 192.816134 \nL 563.169959 191.84983 \nL 563.204177 192.048625 \nL 563.238395 191.821346 \nL 563.375267 191.081936 \nL 563.409484 191.302686 \nL 563.580574 194.534445 \nL 563.956972 203.798861 \nL 564.025408 203.52874 \nL 564.196497 201.061437 \nL 564.572895 195.347769 \nL 564.743984 194.614814 \nL 565.325689 203.991517 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185.122607 \nL 575.899035 185.924739 \nL 575.933253 185.87206 \nL 576.070125 185.434479 \nL 576.241214 186.946835 \nL 576.617612 190.568579 \nL 576.65183 190.566908 \nL 576.994009 195.707959 \nL 577.199317 197.516873 \nL 577.301971 198.488228 \nL 577.336189 198.391519 \nL 577.541496 199.511394 \nL 577.746804 197.387518 \nL 577.781022 197.492702 \nL 577.849458 197.586357 \nL 577.883676 197.82798 \nL 577.952112 197.731971 \nL 578.157419 191.571282 \nL 578.396945 184.819781 \nL 578.568035 184.072818 \nL 578.636471 184.588717 \nL 578.80756 186.102562 \nL 578.841778 185.87829 \nL 578.910214 185.610317 \nL 579.183958 188.476707 \nL 579.286612 187.254664 \nL 579.697227 182.287109 \nL 579.834099 184.27676 \nL 579.97097 186.065831 \nL 580.005188 185.940173 \nL 580.073624 185.789822 \nL 580.278932 181.285874 \nL 580.31315 182.314933 \nL 580.929073 195.522541 \nL 581.065945 195.299826 \nL 581.544996 198.917535 \nL 581.64765 199.614891 \nL 581.750304 198.923155 \nL 581.784522 198.997197 \nL 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186.438688 \nL 602.1442 186.117453 \nL 602.486379 182.64262 \nL 602.520597 183.013188 \nL 602.554815 183.581002 \nL 602.623251 183.315087 \nL 602.657469 183.371064 \nL 602.794341 183.839505 \nL 602.96543 180.181007 \nL 603.30761 173.029654 \nL 603.512918 172.207617 \nL 603.649789 174.389336 \nL 603.820879 176.587958 \nL 603.923533 177.987468 \nL 604.128841 181.794763 \nL 604.163058 181.659927 \nL 604.265712 182.40042 \nL 604.334148 182.152326 \nL 604.47102 181.839972 \nL 604.505238 181.922101 \nL 604.64211 181.079416 \nL 604.676328 181.094119 \nL 604.915853 185.201101 \nL 604.950071 183.908113 \nL 605.155379 180.326581 \nL 605.326469 179.970559 \nL 605.360687 180.000384 \nL 605.497558 178.898336 \nL 605.531776 179.00588 \nL 605.668648 180.373438 \nL 605.97661 183.372128 \nL 606.113481 184.880344 \nL 606.387225 187.266707 \nL 606.79784 192.423241 \nL 606.866276 191.916451 \nL 607.003148 191.298715 \nL 607.276892 188.070806 \nL 607.345327 188.542282 \nL 607.619071 190.625551 \nL 607.653289 190.625551 \nL 607.824379 191.321207 \nL 607.995468 192.822282 \nL 608.200776 198.475009 \nL 608.577174 209.093211 \nL 608.645609 209.282912 \nL 609.022007 212.741885 \nL 609.261532 208.832205 \nL 609.364186 208.276065 \nL 609.603712 204.97303 \nL 609.63793 205.076738 \nL 609.740584 204.390377 \nL 609.774802 204.556852 \nL 610.048545 207.204567 \nL 610.116981 207.001135 \nL 610.151199 207.044967 \nL 610.185417 207.673912 \nL 610.253853 207.262879 \nL 610.288071 207.240007 \nL 610.322289 207.327038 \nL 610.527597 209.583221 \nL 610.63025 209.182584 \nL 610.97243 202.038129 \nL 611.040866 202.363611 \nL 611.075084 202.431966 \nL 611.451481 197.829672 \nL 611.554135 195.693192 \nL 611.588353 195.915597 \nL 611.759443 197.46135 \nL 611.793661 196.936438 \nL 611.930532 196.263096 \nL 611.96475 196.567012 \nL 611.998968 196.533883 \nL 612.067404 196.063469 \nL 612.101622 196.310211 \nL 612.170058 196.678467 \nL 612.238494 196.638628 \nL 612.272712 196.659333 \nL 612.409584 199.481766 \nL 612.614891 202.320226 \nL 612.683327 202.224608 \nL 612.888635 197.893559 \nL 613.29925 185.7289 \nL 613.333468 185.515929 \nL 613.367686 185.693023 \nL 613.572994 188.797583 \nL 613.778301 191.34388 \nL 613.812519 191.269105 \nL 614.017827 188.162693 \nL 614.052045 188.301176 \nL 614.46266 191.465174 \nL 614.531096 191.553155 \nL 615.078583 197.346311 \nL 615.557635 209.873824 \nL 615.62607 209.150675 \nL 615.865596 205.376442 \nL 615.899814 205.771651 \nL 616.378865 212.878478 \nL 616.686827 220.215697 \nL 616.755263 220.9354 \nL 616.926352 224.127949 \nL 616.994788 223.735391 \nL 617.13166 223.497267 \nL 617.234314 223.094078 \nL 617.30275 223.875305 \nL 617.336968 223.643388 \nL 617.576493 220.624917 \nL 618.021327 212.112606 \nL 618.055545 212.432229 \nL 618.226634 213.281619 \nL 618.260852 213.107547 \nL 618.500378 210.933854 \nL 618.603032 210.606193 \nL 618.705686 211.108205 \nL 618.739904 211.046951 \nL 619.013647 209.341978 \nL 619.082083 208.785955 \nL 619.150519 209.125969 \nL 619.287391 210.765432 \nL 619.492698 215.581371 \nL 619.97175 226.54811 \nL 620.040186 225.747796 \nL 620.416583 221.383768 \nL 620.450801 221.423475 \nL 620.79298 224.537332 \nL 620.827198 224.355667 \nL 620.96407 222.693454 \nL 621.340468 215.261321 \nL 621.374685 216.112013 \nL 622.024826 233.174471 \nL 622.264352 238.031169 \nL 622.332788 237.79433 \nL 622.401224 238.23536 \nL 622.435442 238.17035 \nL 622.743403 233.862394 \nL 623.017147 231.217747 \nL 623.188237 229.033183 \nL 623.393544 225.26948 \nL 623.564634 221.602182 \nL 623.735724 218.24209 \nL 623.769942 218.595583 \nL 623.906813 219.90456 \nL 624.043685 221.899776 \nL 624.077903 221.641136 \nL 624.180557 221.111365 \nL 624.214775 221.197775 \nL 624.351647 221.484416 \nL 624.385865 221.483613 \nL 624.693826 219.686777 \nL 625.036006 222.719979 \nL 625.104442 222.582864 \nL 625.13866 222.329269 \nL 625.207095 222.554536 \nL 625.241313 222.674013 \nL 625.275531 222.411345 \nL 626.096762 198.627716 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212.952145 \nL 641.802799 213.211233 \nL 641.871235 212.987851 \nL 641.939671 212.573745 \nL 641.973889 212.980782 \nL 642.316069 215.637309 \nL 642.418722 214.861243 \nL 642.487158 215.236765 \nL 642.555594 215.862945 \nL 642.589812 215.404172 \nL 643.137299 206.274767 \nL 643.171517 206.387863 \nL 643.239953 206.326576 \nL 643.513697 204.037354 \nL 643.547915 204.257489 \nL 643.650568 206.645099 \nL 644.061184 216.326463 \nL 644.232274 218.760906 \nL 644.266492 218.406504 \nL 644.677107 214.261295 \nL 644.711325 214.065241 \nL 644.745543 214.147541 \nL 644.779761 214.363073 \nL 644.813979 214.015037 \nL 644.916633 213.811725 \nL 645.46412 207.756734 \nL 645.498338 207.778477 \nL 645.635209 208.486632 \nL 645.669427 208.472335 \nL 645.703645 208.5892 \nL 645.874735 210.035882 \nL 645.977389 210.58995 \nL 646.62753 198.490502 \nL 646.695966 198.873887 \nL 647.003927 202.303463 \nL 647.038145 202.437704 \nL 647.072363 202.271948 \nL 647.517196 197.148248 \nL 647.756722 196.247651 \nL 648.030466 194.92434 \nL 648.064684 195.109146 \nL 648.201555 196.245812 \nL 648.235773 195.870637 \nL 648.338427 194.345439 \nL 648.372645 194.425989 \nL 648.406863 194.6163 \nL 648.441081 194.35783 \nL 648.714825 192.033351 \nL 649.364966 209.956569 \nL 649.536055 210.659207 \nL 649.741363 207.37156 \nL 649.809799 205.925186 \nL 649.878235 206.653518 \nL 649.946671 206.804061 \nL 650.015107 206.756297 \nL 650.254632 204.899654 \nL 650.28885 205.236421 \nL 650.357286 205.510082 \nL 650.391504 205.249356 \nL 650.494158 205.063941 \nL 650.665247 201.498111 \nL 650.836337 197.917231 \nL 650.870555 198.410012 \nL 650.904773 198.471834 \nL 651.144299 200.604785 \nL 651.246953 199.9421 \nL 651.349606 199.22698 \nL 651.383824 199.326345 \nL 651.520696 199.930767 \nL 651.554914 199.837973 \nL 651.931311 204.531947 \nL 652.102401 204.497855 \nL 652.136619 204.378811 \nL 652.239273 205.586294 \nL 652.307709 205.308822 \nL 652.684106 200.234694 \nL 652.820978 198.075647 \nL 652.992068 200.108481 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199.264681 \nL 657.851016 199.440296 \nL 658.056324 200.603556 \nL 658.12476 201.199007 \nL 658.158978 201.141473 \nL 658.535375 198.701658 \nL 658.672247 197.310921 \nL 658.706465 197.410461 \nL 659.664567 210.485526 \nL 659.698785 210.48041 \nL 659.767221 210.72842 \nL 659.801439 210.492231 \nL 659.938311 209.751993 \nL 660.006747 210.114076 \nL 660.040965 209.867129 \nL 660.212054 209.309013 \nL 660.314708 209.132452 \nL 660.348926 209.284702 \nL 660.417362 209.121095 \nL 660.45158 209.229312 \nL 660.520016 209.135319 \nL 660.588452 208.910449 \nL 660.62267 208.955866 \nL 660.725324 209.482099 \nL 660.759542 209.262132 \nL 660.79376 209.259192 \nL 660.862195 209.462967 \nL 661.067503 207.623397 \nL 661.443901 209.877953 \nL 661.512336 209.753213 \nL 661.546554 209.776672 \nL 661.580772 210.045836 \nL 661.649208 209.94419 \nL 661.78608 209.067478 \nL 661.820298 209.17172 \nL 662.128259 212.12806 \nL 662.162477 212.09689 \nL 662.196695 211.860164 \nL 662.230913 211.994334 \nL 662.333567 213.279456 \nL 662.367785 213.002367 \nL 662.675747 210.032089 \nL 663.086362 206.166831 \nL 663.360106 200.683113 \nL 663.428541 201.38267 \nL 663.496977 201.678723 \nL 663.531195 201.330476 \nL 663.565413 201.270276 \nL 663.907593 196.97959 \nL 664.147118 192.325359 \nL 664.28399 191.680582 \nL 664.45508 192.901915 \nL 664.591952 194.162797 \nL 664.62617 193.727028 \nL 664.694605 194.016399 \nL 664.763041 194.721384 \nL 665.002567 196.078551 \nL 665.139439 196.219084 \nL 665.344746 198.992597 \nL 665.481618 201.295751 \nL 665.515836 200.972297 \nL 665.721144 198.213072 \nL 665.892234 196.264889 \nL 665.926452 196.312983 \nL 665.960669 196.25474 \nL 665.994887 196.046486 \nL 666.029105 196.355286 \nL 666.063323 196.292381 \nL 666.131759 196.694085 \nL 666.165977 196.419693 \nL 666.200195 196.383378 \nL 666.268631 196.080868 \nL 666.302849 196.339549 \nL 666.371285 197.396645 \nL 666.713464 205.207285 \nL 666.816118 205.058445 \nL 666.850336 205.101898 \nL 666.884554 205.421922 \nL 666.95299 205.048541 \nL 667.089862 202.763134 \nL 667.397823 197.663106 \nL 667.740003 192.77041 \nL 667.774221 192.722672 \nL 667.911092 192.276179 \nL 667.94531 192.291639 \nL 668.28749 188.96563 \nL 668.45858 188.077079 \nL 668.527015 188.554396 \nL 668.732323 190.425059 \nL 668.766541 189.961625 \nL 668.937631 189.191217 \nL 669.108721 188.008675 \nL 669.142938 188.12386 \nL 669.211374 188.20784 \nL 669.245592 188.145801 \nL 669.416682 190.451601 \nL 669.4509 190.246235 \nL 669.519336 189.205285 \nL 669.861515 183.84934 \nL 670.44322 181.136497 \nL 669.929951 183.920912 \nL 670.477438 181.170503 \nL 670.648528 181.797098 \nL 670.7854 181.352553 \nL 670.819618 181.529783 \nL 670.888054 182.30233 \nL 670.922272 182.052522 \nL 671.127579 176.683598 \nL 671.298669 174.560501 \nL 671.469759 176.27203 \nL 672.017246 187.810558 \nL 672.154118 186.987036 \nL 672.393643 183.940779 \nL 672.427861 183.991856 \nL 672.735823 190.433761 \nL 672.838477 189.842441 \nL 672.872695 189.809963 \nL 672.906913 189.896787 \nL 673.009566 189.851934 \nL 673.28331 192.288131 \nL 673.351746 192.030734 \nL 673.385964 192.425064 \nL 673.4544 192.098674 \nL 673.693925 186.649267 \nL 673.762361 186.795184 \nL 673.830797 187.151539 \nL 673.865015 187.472585 \nL 673.899233 187.158583 \nL 674.549374 174.720483 \nL 674.652028 175.142032 \nL 674.720464 175.445127 \nL 674.754682 175.257406 \nL 674.7889 175.046443 \nL 674.823118 175.337693 \nL 674.857335 175.174857 \nL 674.925771 175.2326 \nL 675.131079 178.226013 \nL 675.95231 199.668747 \nL 675.986528 199.896541 \nL 676.020746 199.723142 \nL 676.089182 199.366097 \nL 676.1234 199.738766 \nL 676.397143 197.771995 \nL 676.636669 195.054387 \nL 676.670887 194.783686 \nL 676.739323 195.071396 \nL 676.841976 194.667703 \nL 677.047284 198.465247 \nL 677.28681 203.234873 \nL 677.560553 208.580227 \nL 677.594771 208.808045 \nL 677.628989 208.537022 \nL 677.731643 207.354052 \nL 677.834297 207.633085 \nL 677.902733 207.124989 \nL 678.176476 204.317381 \nL 678.244912 204.817088 \nL 678.347566 206.37049 \nL 678.45022 206.040841 \nL 678.518656 205.633801 \nL 678.587092 205.780841 \nL 679.031925 209.557087 \nL 679.066143 209.280831 \nL 679.305669 207.04698 \nL 679.374104 207.194452 \nL 679.682066 212.294561 \nL 679.78472 211.48531 \nL 680.024245 207.836109 \nL 680.400643 199.284255 \nL 680.503297 200.554387 \nL 680.811258 205.111017 \nL 680.845476 204.604774 \nL 680.913912 203.406483 \nL 681.187656 197.025551 \nL 681.221874 197.353412 \nL 681.324527 198.675283 \nL 681.427181 198.482111 \nL 681.529835 197.084842 \nL 681.598271 197.333572 \nL 681.735143 197.998358 \nL 681.769361 197.953736 \nL 681.803579 197.97398 \nL 682.145758 194.635497 \nL 682.28263 194.43112 \nL 682.316848 194.484794 \nL 682.351066 194.889716 \nL 682.385284 194.718969 \nL 682.864335 187.853113 \nL 682.898553 188.03449 \nL 682.932771 188.03449 \nL 682.966989 187.623551 \nL 683.035425 187.73204 \nL 683.172296 187.868216 \nL 684.164617 207.416301 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183.753799 \nL 689.981668 186.04652 \nL 690.323847 192.539274 \nL 690.392283 191.922914 \nL 690.666027 188.21262 \nL 690.871334 191.522904 \nL 691.179296 194.933881 \nL 691.213514 195.133668 \nL 691.28195 194.933507 \nL 691.316168 194.944345 \nL 691.418821 196.549986 \nL 691.521475 198.036454 \nL 691.555693 197.933451 \nL 691.658347 197.691 \nL 691.692565 197.711798 \nL 691.897873 199.3558 \nL 691.966309 199.299101 \nL 692.068962 200.705552 \nL 692.411142 204.155602 \nL 692.44536 204.226896 \nL 692.650668 202.41924 \nL 692.684886 202.50376 \nL 692.821757 205.315003 \nL 693.300809 216.719291 \nL 693.882514 227.440821 \nL 694.224693 218.737935 \nL 694.258911 218.786612 \nL 694.327347 219.293598 \nL 694.361565 219.251055 \nL 694.430001 217.976137 \nL 695.251231 199.777334 \nL 695.593411 203.525092 \nL 695.696065 203.933893 \nL 695.764501 204.188276 \nL 695.798719 204.05187 \nL 695.969808 201.735243 \nL 696.585731 186.997822 \nL 696.859475 181.225478 \nL 696.927911 182.089169 \nL 697.133219 183.575284 \nL 697.201654 183.576102 \nL 697.304308 184.904416 \nL 697.543834 188.370366 \nL 697.578052 188.614047 \nL 697.61227 188.52829 \nL 697.714924 187.540432 \nL 697.749142 187.638153 \nL 697.78336 187.651018 \nL 698.057103 189.805792 \nL 698.125539 190.377508 \nL 698.159757 189.871653 \nL 698.193975 189.829268 \nL 698.296629 190.978004 \nL 698.365065 190.679464 \nL 698.4335 190.347879 \nL 698.501936 190.585474 \nL 698.673026 192.202831 \nL 698.844116 193.547758 \nL 699.049424 194.660919 \nL 699.357385 197.371032 \nL 699.391603 196.570794 \nL 699.494257 195.370635 \nL 699.528475 195.638652 \nL 699.665347 197.91571 \nL 699.904872 201.150839 \nL 700.007526 200.65733 \nL 700.041744 200.734784 \nL 700.11018 201.135548 \nL 700.178616 201.129181 \nL 700.212834 200.997461 \nL 700.247052 201.092907 \nL 700.349705 201.567795 \nL 700.418141 201.194918 \nL 700.452359 201.256061 \nL 700.589231 202.183322 \nL 700.657667 201.981486 \nL 700.726103 202.047919 \nL 700.862975 200.066124 \nL 701.170936 196.009394 \nL 701.27359 194.092255 \nL 701.718423 185.58971 \nL 701.855295 184.817389 \nL 701.923731 184.258201 \nL 701.957949 184.456143 \nL 702.094821 185.749403 \nL 702.129039 185.612916 \nL 702.163257 185.319442 \nL 702.231693 185.553523 \nL 702.26591 185.561711 \nL 702.300128 185.424641 \nL 702.334346 185.597227 \nL 702.368564 185.632507 \nL 702.437 186.453559 \nL 702.60809 188.548483 \nL 702.916051 184.903862 \nL 703.018705 184.395491 \nL 703.087141 184.547714 \nL 703.224013 185.156365 \nL 703.326667 184.923374 \nL 703.463539 183.070404 \nL 703.497757 183.967573 \nL 703.908372 194.84932 \nL 703.94259 194.784974 \nL 704.524295 202.837784 \nL 704.93491 211.111785 \nL 704.969128 210.791081 \nL 705.106 209.950171 \nL 705.208654 208.608761 \nL 705.27709 208.763941 \nL 705.516615 209.861545 \nL 705.824577 208.768025 \nL 705.893013 208.64145 \nL 705.961449 209.579946 \nL 706.200974 212.036071 \nL 706.235192 211.769863 \nL 706.474718 204.458326 \nL 706.748461 197.781292 \nL 706.919551 198.719296 \nL 706.953769 198.499975 \nL 706.987987 198.465674 \nL 707.364384 201.277845 \nL 707.398602 201.242844 \nL 707.535474 200.809112 \nL 707.569692 200.809112 \nL 707.706564 199.724356 \nL 707.740782 199.835631 \nL 707.843436 201.168894 \nL 708.185615 206.727452 \nL 708.219833 206.646662 \nL 708.254051 206.891567 \nL 708.288269 206.642141 \nL 708.904192 195.721216 \nL 708.93841 195.721216 \nL 709.1095 199.486573 \nL 709.417461 207.925158 \nL 709.451679 207.577316 \nL 709.588551 206.436811 \nL 709.896512 199.741875 \nL 710.033384 198.091397 \nL 710.10182 198.459635 \nL 710.136038 198.445975 \nL 710.444 197.429033 \nL 710.683525 198.384233 \nL 710.717743 198.35589 \nL 710.923051 197.90004 \nL 711.059923 198.10877 \nL 711.094141 198.069394 \nL 711.675846 193.462166 \nL 711.710064 193.95626 \nL 711.812717 195.652919 \nL 711.949589 200.980285 \nL 712.154897 206.881239 \nL 712.291769 207.649975 \nL 712.531294 206.048668 \nL 712.633948 205.532893 \nL 712.668166 205.556506 \nL 712.805038 206.457695 \nL 712.839256 206.443594 \nL 712.873474 206.349287 \nL 712.907692 206.499255 \nL 712.94191 206.515235 \nL 712.976128 206.390749 \nL 713.044564 206.519979 \nL 713.078781 206.462624 \nL 713.318307 203.905608 \nL 713.352525 203.941917 \nL 713.489397 204.361349 \nL 713.626269 202.793406 \nL 714.242192 189.829245 \nL 714.310628 189.658385 \nL 714.344845 189.737823 \nL 714.687025 192.468485 \nL 714.721243 192.353643 \nL 714.789679 191.449621 \nL 714.858115 191.58388 \nL 715.09764 192.935898 \nL 715.131858 192.865762 \nL 715.166076 192.62581 \nL 715.200294 192.679625 \nL 715.43982 194.995524 \nL 715.474038 194.975262 \nL 715.713563 196.289846 \nL 715.781999 197.203097 \nL 715.816217 196.548774 \nL 716.192615 192.021497 \nL 716.226833 192.090328 \nL 716.329486 190.216635 \nL 716.43214 190.307756 \nL 716.466358 190.307695 \nL 716.569012 190.994797 \nL 716.60323 190.950954 \nL 716.637448 190.898277 \nL 716.671666 190.98513 \nL 717.013845 194.173494 \nL 717.082281 194.033491 \nL 717.219153 195.850584 \nL 717.424461 197.570775 \nL 717.458679 197.555284 \nL 717.561332 198.434336 \nL 717.76664 202.304332 \nL 717.869294 202.027476 \nL 718.10882 200.450991 \nL 718.279909 199.264566 \nL 718.314127 199.372737 \nL 718.485217 198.451957 \nL 718.998486 194.121147 \nL 719.066922 193.607532 \nL 719.306448 191.326399 \nL 719.340666 191.389311 \nL 719.443319 192.989239 \nL 719.511755 192.98253 \nL 719.614409 192.864814 \nL 719.682845 193.531155 \nL 719.717063 193.130225 \nL 719.888153 191.922732 \nL 719.956589 192.062749 \nL 720.09346 190.67792 \nL 720.298768 188.008516 \nL 720.332986 188.353211 \nL 720.538294 192.469498 \nL 720.777819 196.22026 \nL 720.880473 197.304109 \nL 720.914691 197.170821 \nL 720.948909 196.86061 \nL 721.017345 197.148447 \nL 721.154217 198.24437 \nL 721.256871 198.127549 \nL 721.667486 188.636326 \nL 721.872794 184.896092 \nL 721.94123 184.841994 \nL 721.975448 184.895924 \nL 722.420281 188.783706 \nL 722.454499 188.749457 \nL 722.522935 188.349273 \nL 722.557153 188.42812 \nL 722.694024 189.877405 \nL 722.76246 190.566152 \nL 722.796678 190.126375 \nL 722.967768 187.56024 \nL 723.070422 187.925074 \nL 723.754781 200.837074 \nL 723.788999 200.937596 \nL 723.823217 200.76184 \nL 724.09696 196.435319 \nL 724.131178 196.4452 \nL 724.233832 197.236582 \nL 724.507576 201.845398 \nL 724.815537 203.821494 \nL 724.918191 204.609058 \nL 725.020845 204.51143 \nL 725.055063 204.573671 \nL 725.123499 203.848333 \nL 725.226152 201.585557 \nL 725.294588 201.791225 \nL 726.047383 212.133616 \nL 726.184255 214.949703 \nL 726.252691 214.80448 \nL 726.286909 214.737114 \nL 726.663306 210.040061 \nL 726.697524 210.163503 \nL 726.868614 211.640354 \nL 727.176575 216.326354 \nL 727.347665 217.723664 \nL 727.381883 217.522798 \nL 727.416101 217.63563 \nL 727.518755 218.800218 \nL 727.997806 228.632112 \nL 728.032024 228.523635 \nL 728.10046 228.768445 \nL 728.168896 228.714838 \nL 728.27155 227.308028 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178.56762 \nL 735.354665 183.899213 \nL 735.388882 183.609968 \nL 735.59419 181.647748 \nL 735.833716 179.675154 \nL 736.312767 169.03538 \nL 736.7576 180.494206 \nL 737.09978 188.958982 \nL 737.441959 195.820947 \nL 737.476177 195.646512 \nL 737.510395 195.425877 \nL 737.544613 195.458298 \nL 737.681485 197.160405 \nL 737.886793 193.595713 \nL 737.989446 192.926588 \nL 738.057882 193.098572 \nL 738.297408 195.685902 \nL 738.43428 195.511295 \nL 738.468498 195.573714 \nL 739.050203 191.08039 \nL 739.084421 191.722118 \nL 739.358164 196.901788 \nL 739.802998 211.016684 \nL 740.008305 212.904576 \nL 740.282049 210.703913 \nL 740.316267 210.79182 \nL 740.384703 210.544672 \nL 740.521574 209.418837 \nL 740.555792 209.7035 \nL 740.726882 210.764338 \nL 740.7611 210.499783 \nL 740.795318 210.157618 \nL 740.863754 210.456661 \nL 740.966408 210.655483 \nL 741.034844 210.135956 \nL 741.137497 208.062678 \nL 741.205933 208.638541 \nL 741.377023 209.374377 \nL 741.548113 208.204596 \nL 741.616549 208.57248 \nL 741.787638 210.275698 \nL 741.821856 209.317301 \nL 741.92451 206.246341 \nL 742.232472 197.404402 \nL 742.26669 197.358579 \nL 742.335126 196.783067 \nL 742.403561 196.930827 \nL 742.471997 197.349127 \nL 742.540433 197.308334 \nL 742.677305 198.003266 \nL 742.848395 199.620958 \nL 742.882613 199.595897 \nL 742.951049 198.666394 \nL 743.019484 198.914774 \nL 743.156356 199.391551 \nL 743.190574 199.354838 \nL 743.293228 199.885905 \nL 743.361664 199.666119 \nL 743.4301 199.056735 \nL 743.60119 197.772378 \nL 743.669625 197.315159 \nL 744.182895 189.372614 \nL 744.217113 189.058241 \nL 744.285548 189.327249 \nL 744.319766 189.150179 \nL 744.353984 189.318662 \nL 744.525074 191.445196 \nL 744.559292 190.874716 \nL 744.661946 189.215067 \nL 744.696164 189.249004 \nL 744.969907 194.399962 \nL 745.106779 193.91715 \nL 745.140997 193.84939 \nL 745.175215 193.885937 \nL 745.209433 194.122736 \nL 745.243651 193.801218 \nL 745.654266 188.08643 \nL 745.688484 188.110111 \nL 745.722702 188.231287 \nL 745.893792 190.728069 \nL 745.92801 190.288944 \nL 745.962228 190.268107 \nL 745.996446 190.344336 \nL 746.235971 192.794926 \nL 746.475497 196.093369 \nL 746.886112 204.060287 \nL 747.228292 213.797755 \nL 747.26251 213.797755 \nL 747.365164 211.225702 \nL 747.570471 206.420353 \nL 747.604689 206.430196 \nL 747.809997 205.453978 \nL 747.844215 205.616146 \nL 748.083741 208.465901 \nL 748.25483 207.713622 \nL 748.528574 203.193306 \nL 748.631228 202.423437 \nL 749.41824 223.333476 \nL 749.520894 224.340877 \nL 749.999946 230.337891 \nL 750.581651 219.455469 \nL 751.09492 215.649987 \nL 751.368663 211.181696 \nL 751.437099 212.110843 \nL 751.813497 215.981045 \nL 752.25833 219.159153 \nL 752.292548 218.894336 \nL 752.360984 218.275812 \nL 752.395202 218.428156 \nL 752.566291 218.964877 \nL 752.668945 218.740283 \nL 753.011125 216.059398 \nL 753.42174 207.919482 \nL 754.106099 183.561303 \nL 754.379843 189.422328 \nL 754.516714 189.100375 \nL 754.619368 189.48738 \nL 754.824676 191.548323 \nL 754.858894 191.455851 \nL 754.893112 191.441002 \nL 755.166855 194.838843 \nL 755.201073 194.825216 \nL 755.269509 193.556416 \nL 755.474817 188.381559 \nL 756.227612 208.409538 \nL 756.364484 211.500762 \nL 756.398701 211.457101 \nL 756.740881 207.805845 \nL 756.843535 206.20633 \nL 756.877753 206.594338 \nL 757.048842 207.526088 \nL 757.08306 207.511587 \nL 757.219932 206.357703 \nL 757.288368 206.775623 \nL 757.322586 206.894418 \nL 757.459458 204.804152 \nL 757.733201 200.028338 \nL 758.041163 205.261438 \nL 758.314906 209.377284 \nL 758.58865 214.784371 \nL 758.691304 216.167966 \nL 758.75974 216.011069 \nL 758.965047 213.389886 \nL 759.033483 213.620136 \nL 759.273009 215.704781 \nL 759.375663 215.112566 \nL 759.512535 216.754873 \nL 759.546753 216.56828 \nL 759.58097 216.373098 \nL 759.615188 216.423617 \nL 759.854714 223.382538 \nL 760.128458 230.45446 \nL 760.436419 234.700705 \nL 760.778599 232.021271 \nL 761.462958 223.600984 \nL 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522.621693 221.471365 \nL 522.99809 217.275515 \nL 523.032308 217.278686 \nL 523.579795 209.57054 \nL 523.682449 208.940473 \nL 523.785103 209.508732 \nL 523.853539 208.980708 \nL 523.921974 209.093226 \nL 523.99041 209.262325 \nL 524.024628 209.105106 \nL 524.264154 204.954288 \nL 524.298372 204.882526 \nL 524.33259 204.998592 \nL 524.537898 202.91861 \nL 524.572115 202.948384 \nL 524.606333 202.848585 \nL 524.674769 202.881578 \nL 524.743205 202.645986 \nL 524.880077 203.718973 \nL 525.085385 207.988048 \nL 525.393346 215.259959 \nL 525.975051 225.750906 \nL 526.009269 225.944186 \nL 526.043487 225.576036 \nL 526.214577 224.683373 \nL 526.248795 224.713978 \nL 526.317231 225.06683 \nL 526.351449 224.659998 \nL 526.522538 220.022975 \nL 526.898936 201.698281 \nL 527.241115 187.265454 \nL 527.480641 180.149774 \nL 527.514859 180.150595 \nL 527.549077 180.173744 \nL 527.651731 179.423835 \nL 527.685949 179.688397 \nL 527.788602 180.237164 \nL 527.82282 180.006793 \nL 527.99391 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534.15314 171.059171 \nL 534.187358 171.166211 \nL 534.290012 171.949926 \nL 534.32423 171.615439 \nL 534.392666 171.720587 \nL 534.49532 172.56862 \nL 534.563756 172.399978 \nL 534.700628 173.222971 \nL 534.803281 175.122121 \nL 534.871717 174.644753 \nL 534.974371 172.999497 \nL 535.008589 173.327341 \nL 535.145461 177.052384 \nL 535.624512 187.097527 \nL 535.727166 187.397719 \nL 535.761384 187.282191 \nL 535.898256 186.100583 \nL 536.377307 179.97068 \nL 536.411525 180.57004 \nL 536.582615 184.880001 \nL 536.890576 190.735478 \nL 537.403845 188.534129 \nL 537.438063 188.554988 \nL 537.609153 189.618362 \nL 537.746025 191.283022 \nL 538.088204 197.757479 \nL 538.259294 198.734107 \nL 538.361948 197.951545 \nL 538.533038 197.007456 \nL 538.669909 195.253958 \nL 538.806781 195.77741 \nL 538.875217 195.423133 \nL 538.909435 195.053031 \nL 538.977871 195.441548 \nL 539.217396 198.467843 \nL 539.251614 198.228441 \nL 539.593794 194.693515 \nL 539.696448 195.083453 \nL 539.799102 195.648856 \nL 540.278153 200.467006 \nL 540.346589 200.303325 \nL 540.380807 200.031475 \nL 540.449243 200.093934 \nL 540.620332 201.02442 \nL 540.688768 200.899266 \nL 540.894076 199.774592 \nL 540.962512 199.738584 \nL 541.030948 200.435462 \nL 541.133601 201.964141 \nL 541.783742 212.417703 \nL 541.954832 213.833137 \nL 541.98905 213.128631 \nL 542.091704 211.855953 \nL 542.125922 211.931695 \nL 542.194358 212.282396 \nL 542.228576 211.971765 \nL 542.297012 211.298019 \nL 542.365448 211.485053 \nL 542.502319 213.545855 \nL 542.570755 214.556078 \nL 542.639191 214.388612 \nL 542.878717 211.647463 \nL 543.32355 204.477834 \nL 543.391986 204.499746 \nL 543.563076 205.585991 \nL 543.939473 210.197809 \nL 543.973691 210.356625 \nL 544.213217 217.283898 \nL 544.418524 221.63629 \nL 544.452742 221.932093 \nL 544.48696 221.826997 \nL 544.589614 221.128482 \nL 544.623832 221.308425 \nL 544.692268 221.878725 \nL 544.760704 222.822477 \nL 544.863358 222.669156 \nL 544.897576 222.652915 \nL 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203.787382 \nL 551.741165 203.830853 \nL 551.878037 205.543532 \nL 552.117562 211.512025 \nL 552.288652 214.477601 \nL 552.459742 215.095603 \nL 552.49396 214.95166 \nL 552.528178 215.139812 \nL 552.596613 215.475458 \nL 552.630831 215.199443 \nL 552.904575 211.681394 \nL 552.938793 211.689212 \nL 553.041447 212.328366 \nL 553.075665 212.111065 \nL 553.246754 210.294181 \nL 553.691588 202.111147 \nL 553.725806 202.140817 \nL 553.760024 202.085819 \nL 553.794242 201.989812 \nL 553.931113 200.946938 \nL 553.965331 201.065579 \nL 553.999549 201.220888 \nL 554.033767 201.044002 \nL 554.067985 200.840374 \nL 554.102203 201.257792 \nL 554.170639 201.640508 \nL 554.204857 201.305656 \nL 554.273293 200.977499 \nL 554.307511 201.142198 \nL 554.410165 202.944067 \nL 554.923434 211.077376 \nL 555.026088 212.544233 \nL 555.299831 220.292628 \nL 555.539357 226.7827 \nL 555.744665 225.771727 \nL 555.847318 227.053328 \nL 555.915754 226.855079 \nL 556.052626 225.894739 \nL 556.086844 226.112526 \nL 556.223716 226.451137 \nL 556.292152 226.22673 \nL 556.429023 223.992661 \nL 556.634331 220.279643 \nL 557.113382 215.383554 \nL 557.216036 214.333459 \nL 557.250254 214.463343 \nL 557.387126 214.871657 \nL 558.037267 207.010772 \nL 558.208357 205.450371 \nL 558.242575 205.521985 \nL 558.276793 205.37448 \nL 558.31101 205.301584 \nL 558.345228 205.417468 \nL 558.379446 205.417468 \nL 558.721626 202.293418 \nL 558.755844 202.2831 \nL 558.858498 203.129408 \nL 559.166459 208.988848 \nL 559.440203 216.177132 \nL 559.611292 219.022407 \nL 559.850818 217.173608 \nL 560.227215 212.826472 \nL 560.261433 212.914143 \nL 560.398305 211.284952 \nL 560.808921 206.318214 \nL 560.843139 206.197982 \nL 560.877356 206.21127 \nL 561.048446 206.683444 \nL 561.116882 206.494104 \nL 561.1511 206.617311 \nL 561.219536 206.601441 \nL 561.253754 206.633777 \nL 561.32219 206.828891 \nL 561.356408 206.301232 \nL 561.424844 206.611192 \nL 561.767023 212.74497 \nL 561.801241 212.671436 \nL 561.869677 213.036691 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196.278239 \nL 598.106482 196.335281 \nL 598.31179 199.421424 \nL 598.551315 206.15736 \nL 598.585533 206.084671 \nL 598.688187 205.817045 \nL 598.893495 208.129838 \nL 599.064585 209.334607 \nL 599.201456 209.58188 \nL 599.235674 209.513573 \nL 599.269892 209.144354 \nL 599.338328 209.406603 \nL 599.440982 209.89734 \nL 600.227995 194.631263 \nL 600.330649 193.548383 \nL 600.501738 191.499392 \nL 600.604392 191.416772 \nL 600.707046 190.833467 \nL 600.741264 190.992003 \nL 600.8097 191.713835 \nL 600.843918 191.180456 \nL 601.083443 189.423888 \nL 601.117661 189.3645 \nL 601.391405 185.749169 \nL 601.425623 185.322369 \nL 601.494059 185.356329 \nL 601.596713 186.554567 \nL 601.938892 198.22484 \nL 602.178418 205.576025 \nL 602.212636 205.279874 \nL 602.486379 200.935862 \nL 602.589033 199.020258 \nL 602.657469 199.167756 \nL 602.862777 197.256064 \nL 602.96543 197.394027 \nL 603.033866 197.800668 \nL 603.547135 208.534075 \nL 603.615571 207.534408 \nL 604.197276 190.37092 \nL 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211.812205 \nL 610.356507 210.163646 \nL 610.938212 203.312327 \nL 611.006648 203.493232 \nL 611.109302 202.861494 \nL 611.759443 194.930901 \nL 611.793661 195.050279 \nL 611.827878 194.929688 \nL 611.96475 194.21971 \nL 612.101622 195.342259 \nL 612.375366 189.797545 \nL 612.614891 186.3672 \nL 612.649109 186.41094 \nL 612.991289 183.899023 \nL 613.12816 183.158964 \nL 613.230814 183.40661 \nL 613.436122 185.718193 \nL 613.47034 185.67115 \nL 613.709866 184.09654 \nL 614.086263 189.025799 \nL 614.154699 188.567208 \nL 614.188917 188.477361 \nL 614.599532 183.622487 \nL 614.63375 183.880114 \nL 614.941712 186.820307 \nL 614.97593 186.964587 \nL 615.010147 186.924639 \nL 615.078583 186.602171 \nL 615.112801 186.952857 \nL 615.249673 188.44933 \nL 615.318109 188.04018 \nL 615.899814 175.763492 \nL 615.934032 176.078556 \nL 616.002468 175.702835 \nL 616.036686 175.998024 \nL 616.241994 180.360608 \nL 617.234314 209.823754 \nL 617.30275 207.878238 \nL 617.508058 203.620042 \nL 617.542275 203.586154 \nL 617.610711 203.227346 \nL 617.679147 203.255698 \nL 617.850237 202.38347 \nL 618.603032 184.858066 \nL 618.705686 185.28949 \nL 618.774122 186.056935 \nL 618.80834 185.730687 \nL 619.013647 184.22935 \nL 619.082083 183.702157 \nL 619.526916 179.335305 \nL 619.766442 182.096407 \nL 619.97175 186.261732 \nL 620.005968 185.812865 \nL 620.348147 183.077726 \nL 620.519237 182.060454 \nL 620.553455 182.238578 \nL 620.758762 185.752378 \nL 621.716865 201.446375 \nL 621.751083 201.214672 \nL 621.922173 199.180744 \nL 621.990609 199.624552 \nL 622.059044 200.061913 \nL 622.093262 199.78103 \nL 622.195916 199.821743 \nL 622.332788 199.478228 \nL 622.367006 199.553456 \nL 622.503878 200.516377 \nL 622.538096 200.292558 \nL 622.743403 197.925443 \nL 622.880275 196.995874 \nL 622.948711 197.686314 \nL 623.46198 209.046123 \nL 623.496198 209.027077 \nL 623.530416 208.957411 \nL 623.701506 210.388962 \nL 623.735724 210.142335 \nL 623.80416 209.655019 \nL 624.077903 203.302034 \nL 624.112121 204.441209 \nL 624.556954 215.454577 \nL 624.693826 216.95182 \nL 624.728044 216.754716 \nL 624.933352 211.753031 \nL 625.207095 206.218955 \nL 625.275531 205.712137 \nL 625.480839 202.323312 \nL 625.515057 202.325141 \nL 625.583493 202.085072 \nL 625.651929 202.310117 \nL 625.686147 202.466001 \nL 625.720365 202.363131 \nL 625.925672 200.820433 \nL 625.994108 200.91385 \nL 626.062544 200.653155 \nL 626.199416 203.566734 \nL 626.404724 208.188238 \nL 626.473159 208.85699 \nL 626.507377 208.699519 \nL 626.712685 207.266001 \nL 626.746903 207.176448 \nL 626.849557 208.419471 \nL 626.883775 208.124326 \nL 626.952211 207.85012 \nL 626.986429 207.856925 \nL 627.157518 208.345492 \nL 627.191736 208.324537 \nL 627.225954 208.403997 \nL 627.362826 209.30133 \nL 627.431262 209.174544 \nL 627.533916 207.686106 \nL 627.739223 203.548687 \nL 627.910313 200.95063 \nL 627.944531 201.182963 \nL 628.218275 205.22371 \nL 628.252493 205.728733 \nL 628.355147 205.614756 \nL 628.423582 205.886235 \nL 628.731544 209.081592 \nL 628.936852 209.796924 \nL 629.039505 209.834757 \nL 629.210595 211.837177 \nL 629.415903 215.06149 \nL 629.484339 216.007758 \nL 629.552775 215.879448 \nL 629.655428 215.4491 \nL 629.689646 215.517281 \nL 629.929172 217.681136 \nL 630.100262 218.476536 \nL 630.305569 218.10589 \nL 630.339787 218.127818 \nL 630.510877 219.758407 \nL 630.545095 219.676928 \nL 630.613531 219.440776 \nL 630.647749 219.627712 \nL 630.853057 220.823614 \nL 631.058364 218.320953 \nL 631.503198 207.079315 \nL 631.605851 207.466843 \nL 631.708505 208.184692 \nL 631.742723 207.971681 \nL 631.913813 203.240538 \nL 632.119121 200.0184 \nL 632.153339 199.864472 \nL 632.255992 200.825687 \nL 632.29021 200.620331 \nL 632.563954 193.460601 \nL 632.974569 183.786672 \nL 633.145659 181.662483 \nL 633.179877 181.776886 \nL 633.316749 183.638755 \nL 633.385185 183.145234 \nL 633.419403 183.150815 \nL 633.453621 182.934427 \nL 633.522056 183.174563 \nL 634.069544 190.580931 \nL 634.103761 190.424064 \nL 634.480159 195.073828 \nL 634.514377 195.11731 \nL 634.582813 194.452817 \nL 634.685467 191.99206 \nL 635.1303 179.066324 \nL 635.472479 173.947091 \nL 635.506697 174.194613 \nL 635.848877 184.75523 \nL 636.12262 190.675181 \nL 636.259492 190.876685 \nL 636.29371 191.025776 \nL 636.362146 190.941582 \nL 636.430582 190.995355 \nL 636.567454 189.795585 \nL 636.601672 189.910092 \nL 637.183377 198.816007 \nL 637.320248 198.392187 \nL 637.525556 196.137985 \nL 637.730864 193.506153 \nL 637.833518 193.535812 \nL 637.867736 193.655288 \nL 637.901954 193.482987 \nL 638.038825 192.039881 \nL 638.107261 192.198445 \nL 638.278351 193.666198 \nL 638.860056 203.559227 \nL 638.928492 203.492184 \nL 639.1338 204.910795 \nL 639.441761 200.317283 \nL 639.886594 203.145985 \nL 639.989248 202.781898 \nL 640.262992 199.765244 \nL 640.29721 200.083797 \nL 640.331428 200.085533 \nL 640.399864 199.593157 \nL 640.434082 199.982214 \nL 640.810479 201.578818 \nL 640.878915 201.708321 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660.656888 227.122859 \nL 660.999067 232.97413 \nL 661.033285 232.97413 \nL 661.307029 225.875635 \nL 661.512336 219.417793 \nL 661.717644 216.654266 \nL 661.888734 215.241801 \nL 661.95717 215.251866 \nL 662.094042 213.242263 \nL 662.333567 208.881157 \nL 662.402003 207.703107 \nL 662.915272 193.174069 \nL 662.983708 192.688506 \nL 663.052144 192.887664 \nL 663.086362 192.852376 \nL 663.154798 192.940383 \nL 663.976029 173.167655 \nL 664.044464 173.587353 \nL 664.078682 173.670577 \nL 664.1129 173.611741 \nL 664.352426 171.033263 \nL 664.386644 171.070463 \nL 664.557734 172.495545 \nL 664.660388 173.39538 \nL 664.694605 173.211628 \nL 664.763041 172.684166 \nL 664.797259 172.736856 \nL 664.968349 177.131074 \nL 665.139439 180.977173 \nL 665.173657 180.456077 \nL 665.413182 177.439488 \nL 665.515836 176.419569 \nL 665.550054 176.646793 \nL 665.652708 177.76889 \nL 665.686926 177.59782 \nL 665.78958 176.815151 \nL 666.097541 172.453566 \nL 666.200195 170.530262 \nL 666.645028 164.757362 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229.831743 \nL 673.899233 216.995458 \nL 673.967669 216.925778 \nL 674.070323 217.841433 \nL 674.138759 217.675634 \nL 674.344066 213.667027 \nL 674.652028 206.172682 \nL 674.720464 205.930945 \nL 674.7889 206.469581 \nL 674.823118 206.307062 \nL 674.891553 206.203328 \nL 674.994207 206.886438 \nL 675.028425 206.844768 \nL 675.165297 206.451545 \nL 675.267951 205.734071 \nL 676.089182 192.92209 \nL 676.465579 202.959315 \nL 676.534015 201.966706 \nL 676.876194 193.334566 \nL 677.047284 191.842828 \nL 677.149938 190.43318 \nL 677.321028 188.461887 \nL 677.355246 188.491378 \nL 677.457899 189.398428 \nL 677.492117 188.821157 \nL 677.868515 185.660779 \nL 677.902733 185.567048 \nL 678.10804 182.493122 \nL 678.142258 182.561527 \nL 678.210694 182.756852 \nL 678.244912 182.516876 \nL 678.347566 181.37841 \nL 678.381784 181.404859 \nL 678.587092 186.067657 \nL 679.031925 196.873477 \nL 679.134579 197.211474 \nL 679.61363 202.847475 \nL 679.682066 203.037714 \nL 679.716284 202.861067 \nL 680.058463 197.08329 \nL 680.195335 194.731183 \nL 680.229553 195.288323 \nL 680.77704 202.581578 \nL 680.811258 202.371105 \nL 680.845476 202.446867 \nL 681.016566 203.333069 \nL 681.050784 203.178253 \nL 681.11922 203.29915 \nL 681.324527 201.826472 \nL 681.495617 194.079648 \nL 681.837797 182.531367 \nL 681.974668 178.242465 \nL 682.248412 171.362771 \nL 682.316848 170.542333 \nL 682.659027 165.611194 \nL 682.864335 163.304194 \nL 682.966989 162.676401 \nL 683.001207 162.704892 \nL 683.138078 162.138197 \nL 683.172296 162.347649 \nL 683.480258 171.863459 \nL 684.096181 186.742275 \nL 684.198835 188.411815 \nL 684.506796 193.627115 \nL 684.541014 193.619391 \nL 684.643668 194.184122 \nL 684.677886 193.908021 \nL 684.814758 191.87141 \nL 685.054283 186.412157 \nL 685.122719 186.424242 \nL 685.156937 186.469564 \nL 685.670207 193.935234 \nL 685.704424 192.755297 \nL 686.28613 177.674715 \nL 686.457219 176.43096 \nL 686.559873 176.48614 \nL 686.594091 176.689975 \nL 686.662527 176.454233 \nL 687.210014 169.296178 \nL 687.27845 169.011159 \nL 687.312668 169.226291 \nL 687.346886 169.390594 \nL 687.415322 168.826418 \nL 687.44954 169.044918 \nL 687.654847 170.592521 \nL 687.723283 170.385279 \nL 688.44186 154.074585 \nL 688.681386 149.314678 \nL 688.920911 145.8 \nL 688.989347 146.048207 \nL 689.673706 158.139731 \nL 689.981668 167.478402 \nL 690.358065 175.490765 \nL 690.392283 175.282853 \nL 690.426501 174.951865 \nL 690.460719 175.301001 \nL 690.666027 178.913156 \nL 690.871334 181.855894 \nL 691.042424 185.067899 \nL 691.11086 184.500302 \nL 691.145078 184.608605 \nL 691.350386 190.657051 \nL 691.658347 199.127097 \nL 691.692565 199.075672 \nL 691.726783 199.19989 \nL 692.068962 203.239206 \nL 692.411142 212.49495 \nL 692.992847 220.289458 \nL 693.027065 220.082638 \nL 693.129719 220.988093 \nL 693.163937 220.933561 \nL 693.369244 214.925674 \nL 693.985167 189.160131 \nL 694.190475 187.518763 \nL 694.395783 184.710221 \nL 694.430001 184.805799 \nL 694.464219 184.63139 \nL 694.498437 184.673748 \nL 694.532655 184.675041 \nL 694.60109 184.998094 \nL 694.635308 184.816095 \nL 694.703744 184.567431 \nL 694.737962 184.720846 \nL 694.874834 185.428192 \nL 695.011706 185.765871 \nL 695.045924 185.745819 \nL 695.080142 186.181625 \nL 695.148578 186.026051 \nL 695.251231 184.981387 \nL 695.456539 187.934661 \nL 695.764501 191.515659 \nL 695.901372 191.808461 \nL 696.140898 189.833645 \nL 696.619949 183.638595 \nL 696.722603 185.132892 \nL 697.167436 194.693804 \nL 697.646488 190.421715 \nL 697.817577 188.963926 \nL 697.988667 187.135357 \nL 698.022885 187.475305 \nL 698.091321 187.474767 \nL 698.262411 188.760173 \nL 698.330847 188.582062 \nL 698.536154 188.086529 \nL 698.60459 188.628899 \nL 698.673026 188.520703 \nL 698.809898 187.54392 \nL 698.844116 187.688146 \nL 699.083641 188.838383 \nL 699.152077 188.88354 \nL 699.186295 188.683571 \nL 699.220513 188.71638 \nL 699.460039 191.446585 \nL 699.528475 190.674885 \nL 699.733782 189.097304 \nL 699.768 189.321887 \nL 700.11018 195.110951 \nL 700.486577 203.156205 \nL 701.034064 209.735325 \nL 701.1025 209.47873 \nL 701.307808 206.73268 \nL 701.342026 207.101373 \nL 701.44468 207.52363 \nL 702.060603 202.286536 \nL 702.094821 202.286536 \nL 702.197475 202.983249 \nL 702.676526 208.388085 \nL 702.710744 208.730135 \nL 702.744962 208.490599 \nL 702.847616 207.455743 \nL 703.155577 203.426909 \nL 703.224013 202.927137 \nL 703.292449 202.303859 \nL 703.360885 202.436493 \nL 703.463539 202.585186 \nL 703.703064 201.409449 \nL 703.7715 200.260988 \nL 703.839936 200.469185 \nL 703.94259 201.656462 \nL 704.353205 208.551227 \nL 704.798038 218.643722 \nL 704.832256 218.643722 \nL 705.140218 212.997172 \nL 705.242872 214.152873 \nL 705.379744 215.425701 \nL 705.413962 215.383243 \nL 705.653487 217.069458 \nL 705.721923 216.59553 \nL 705.756141 216.556327 \nL 705.995667 219.04441 \nL 706.166756 221.189277 \nL 706.200974 221.189277 \nL 706.337846 219.973227 \nL 706.372064 219.997087 \nL 706.406282 220.005677 \nL 706.816897 223.986251 \nL 706.851115 223.725476 \nL 706.919551 223.293663 \nL 707.124859 219.795068 \nL 707.193295 219.983194 \nL 707.295949 219.331167 \nL 707.398602 218.004521 \nL 707.43282 218.248992 \nL 707.467038 218.573045 \nL 707.501256 218.505681 \nL 707.569692 218.107851 \nL 707.638128 218.117011 \nL 707.672346 218.177665 \nL 707.706564 218.133826 \nL 707.877654 215.7209 \nL 708.082961 214.021791 \nL 708.117179 213.973655 \nL 708.151397 214.021601 \nL 708.390923 211.432417 \nL 708.562013 213.433381 \nL 708.698884 214.555797 \nL 708.733102 214.487391 \nL 708.904192 213.144588 \nL 708.93841 213.276546 \nL 709.041064 215.055211 \nL 709.212154 217.356405 \nL 709.246372 217.156601 \nL 709.280589 217.246343 \nL 709.520115 219.155322 \nL 709.588551 218.771961 \nL 709.725423 216.058929 \nL 709.93073 213.222893 \nL 710.170256 209.343876 \nL 710.204474 209.473866 \nL 710.512436 211.30532 \nL 710.683525 212.225961 \nL 710.717743 211.934771 \nL 710.991487 208.040526 \nL 711.059923 208.440036 \nL 711.196794 209.45411 \nL 711.231012 209.331016 \nL 711.26523 209.324646 \nL 711.367884 209.839394 \nL 711.43632 209.250914 \nL 711.504756 209.368423 \nL 711.60741 208.974314 \nL 711.675846 208.482134 \nL 712.120679 216.608591 \nL 712.189115 217.206595 \nL 712.257551 216.999031 \nL 712.325987 217.190853 \nL 712.428641 216.426082 \nL 712.462858 216.538802 \nL 712.531294 217.193162 \nL 712.59973 217.13461 \nL 712.633948 217.122277 \nL 712.77082 216.079893 \nL 713.557833 210.392199 \nL 713.76314 208.805833 \nL 713.797358 208.727464 \nL 714.036884 206.454063 \nL 714.207974 205.180247 \nL 714.344845 202.315944 \nL 714.413281 202.496509 \nL 714.584371 203.731837 \nL 715.542474 225.322484 \nL 715.679345 225.861543 \nL 715.713563 225.85227 \nL 715.918871 223.449111 \nL 716.021525 222.781714 \nL 716.26105 227.492026 \nL 716.842756 222.055238 \nL 717.150717 217.64707 \nL 717.184935 217.746005 \nL 717.219153 217.59873 \nL 717.390243 217.280052 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216.556633 \nL 724.404922 216.318752 \nL 724.541793 215.292042 \nL 724.576011 215.380797 \nL 724.678665 216.268274 \nL 724.712883 215.947337 \nL 725.123499 214.01501 \nL 725.157717 214.118305 \nL 725.363024 217.490249 \nL 725.397242 216.576874 \nL 726.115819 203.699744 \nL 726.218473 204.522109 \nL 726.526434 211.017273 \nL 726.663306 213.22573 \nL 726.697524 213.11076 \nL 726.731742 212.953139 \nL 726.902832 214.46361 \nL 726.93705 214.199021 \nL 727.005486 213.975999 \nL 727.381883 217.311164 \nL 727.416101 217.068279 \nL 727.552973 215.147739 \nL 727.587191 214.624746 \nL 727.621409 214.987635 \nL 727.75828 216.368711 \nL 727.792498 216.24878 \nL 727.860934 215.820886 \nL 727.895152 215.831184 \nL 728.10046 218.449078 \nL 728.134678 218.19198 \nL 728.203114 217.936866 \nL 728.408421 216.100576 \nL 728.442639 216.045195 \nL 728.545293 217.217535 \nL 728.579511 216.892757 \nL 728.716383 215.112786 \nL 728.887473 211.086459 \nL 729.058562 208.644289 \nL 729.195434 209.441279 \nL 729.229652 209.023069 \nL 729.366524 204.967243 \nL 729.469178 202.510827 \nL 729.503396 202.951496 \nL 730.324626 217.06085 \nL 730.358844 216.993642 \nL 730.393062 217.017865 \nL 730.564152 218.842984 \nL 730.632588 218.35231 \nL 730.906331 214.489572 \nL 731.522255 198.649685 \nL 731.59069 198.517154 \nL 731.624908 198.767444 \nL 731.693344 198.502897 \nL 731.727562 198.350549 \nL 731.76178 198.506698 \nL 731.967088 199.888885 \nL 732.001306 199.719547 \nL 732.138178 197.402574 \nL 732.172396 197.548207 \nL 732.275049 197.574087 \nL 732.411921 198.298453 \nL 732.446139 198.16274 \nL 732.480357 198.255384 \nL 733.027844 191.93403 \nL 733.09628 192.032471 \nL 733.130498 192.027464 \nL 733.233152 192.285499 \nL 733.26737 192.095944 \nL 733.335806 192.282394 \nL 733.404242 192.261133 \nL 733.472677 192.475722 \nL 733.506895 192.402728 \nL 733.541113 192.224165 \nL 733.575331 192.452845 \nL 733.609549 192.507389 \nL 733.985947 197.063073 \nL 734.25969 195.182305 \nL 734.293908 195.194452 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206.113207 \nL 739.59769 206.189534 \nL 739.631908 206.111314 \nL 739.76878 203.053306 \nL 740.384703 185.265952 \nL 740.418921 185.265952 \nL 740.863754 197.159781 \nL 740.897972 197.256674 \nL 741.103279 201.431875 \nL 741.342805 206.647124 \nL 741.377023 206.556051 \nL 741.479677 204.262796 \nL 742.129818 186.346853 \nL 742.403561 178.305713 \nL 742.574651 176.066091 \nL 742.608869 175.96949 \nL 742.711523 175.050038 \nL 742.745741 175.299973 \nL 743.156356 180.035451 \nL 743.669625 170.666166 \nL 743.806497 170.891436 \nL 743.909151 171.688677 \nL 744.080241 174.572528 \nL 744.525074 187.979422 \nL 744.559292 186.866946 \nL 744.7646 182.412094 \nL 744.833036 183.198692 \nL 745.346305 194.739293 \nL 745.414741 195.170402 \nL 745.551613 193.698707 \nL 745.893792 198.247194 \nL 745.962228 197.638369 \nL 746.030664 197.056854 \nL 746.201753 194.61656 \nL 746.304407 193.201943 \nL 746.338625 193.323631 \nL 746.475497 195.00745 \nL 746.509715 194.698569 \nL 746.715023 192.463232 \nL 746.749241 192.519676 \nL 746.851894 192.917622 \nL 746.886112 192.811648 \nL 746.92033 192.735434 \nL 746.954548 192.827166 \nL 747.057202 193.417727 \nL 747.09142 193.297377 \nL 747.194074 192.167693 \nL 747.26251 192.47109 \nL 747.536253 194.826727 \nL 747.570471 194.754799 \nL 747.673125 193.972319 \nL 747.707343 194.225642 \nL 747.809997 194.603803 \nL 747.844215 194.453078 \nL 747.878433 194.405338 \nL 748.083741 195.610161 \nL 748.117958 195.328039 \nL 748.289048 194.463594 \nL 748.391702 195.675477 \nL 748.460138 195.152456 \nL 748.733882 191.315645 \nL 748.768099 191.254382 \nL 748.802317 191.37468 \nL 748.939189 192.406121 \nL 748.973407 192.344769 \nL 749.076061 191.497556 \nL 749.144497 191.729128 \nL 749.247151 192.077467 \nL 749.452458 189.08074 \nL 749.76042 184.163113 \nL 749.863074 185.114768 \nL 750.034163 187.46503 \nL 750.205253 190.521599 \nL 750.239471 190.519678 \nL 750.513215 193.333854 \nL 750.821176 199.7078 \nL 751.09492 202.174829 \nL 751.197574 202.012919 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208.321759 \nL 757.562112 208.476372 \nL 757.733201 209.702128 \nL 758.041163 212.058326 \nL 758.109599 212.018828 \nL 758.143817 212.082808 \nL 758.212253 212.540595 \nL 758.246471 212.152235 \nL 758.280689 211.715566 \nL 758.349124 212.170311 \nL 758.828176 224.74788 \nL 758.999265 228.223721 \nL 759.033483 227.969871 \nL 759.101919 227.807178 \nL 759.136137 227.948677 \nL 759.170355 228.236752 \nL 759.238791 228.047418 \nL 759.273009 228.111235 \nL 759.478317 231.436164 \nL 759.615188 233.005224 \nL 759.649406 232.984305 \nL 759.957368 228.949706 \nL 760.436419 216.321082 \nL 760.710163 208.705423 \nL 760.744381 208.907746 \nL 760.983906 209.746784 \nL 761.08656 209.370307 \nL 761.326086 211.449097 \nL 761.42874 212.3344 \nL 761.462958 211.999626 \nL 761.497175 211.884863 \nL 761.668265 214.546482 \nL 761.976227 220.069238 \nL 762.044663 220.539885 \nL 762.078881 220.396242 \nL 762.24997 219.199377 \nL 762.284188 219.21798 \nL 762.352624 219.283183 \nL 762.489496 219.454912 \nL 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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Show traces and histograms\n",
+    "import pints.plot\n",
+    "pints.plot.trace(full_chains)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "R-hat:\n[1.0037001615279588, 1.00421206454155]\n0.2913131495099299\n0.3474467965607744\n0.24053935957450112\n"
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x432 with 4 Axes>",
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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Discard warm up\n",
+    "chains = full_chains[:, 200:]\n",
+    "\n",
+    "# Check convergence using rhat criterion\n",
+    "print('R-hat:')\n",
+    "print(pints.rhat_all_params(chains))\n",
+    "\n",
+    "# Check Kullback-Leibler divergence of chains\n",
+    "print(log_pdf.kl_divergence(chains[0]))\n",
+    "print(log_pdf.kl_divergence(chains[1]))\n",
+    "print(log_pdf.kl_divergence(chains[2]))\n",
+    "\n",
+    "# Look at distribution in chain 0\n",
+    "pints.plot.pairwise(chains[0], kde=True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that the log-pdf could be reasonably well recovered."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Neal Langevin MCMC on heavily correlated Gaussian \n",
+    "\n",
+    "We now try the same method on a heavily correlated problem"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Create log pdf\n",
+    "mean = [2, 4]\n",
+    "cov = [[1, 0.9], [0.9, 1]]\n",
+    "log_pdf = pints.toy.GaussianLogPDF(mean, cov)\n",
+    "\n",
+    "# Contour plot of pdf\n",
+    "levels = np.linspace(-3,12,20)\n",
+    "num_points = 100\n",
+    "x = np.linspace(-1, 5, num_points)\n",
+    "y = np.linspace(-0, 8, num_points)\n",
+    "X, Y = np.meshgrid(x, y)\n",
+    "Z = np.zeros(X.shape)\n",
+    "Z = np.exp([[log_pdf([i, j]) for i in x] for j in y])\n",
+    "plt.contour(X, Y, Z)\n",
+    "plt.xlabel('x')\n",
+    "plt.ylabel('y')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Let's run the Neal Langevin Method without momentum persistance first (alpha = 0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "Running...\nUsing Neal Langevin MCMC\nGenerating 3 chains.\nRunning in sequential mode.\nIter. Eval. Accept.   Accept.   Accept.   Time m:s\n0     3      0         0         0          0:00.0\n1     6      0.333     0.333     0.333      0:00.0\n2     9      0.5       0.5       0.5        0:00.0\n3     12     0.6       0.6       0.6        0:00.0\n100   303    0.971     0.971     0.971      0:00.1\n200   603    0.985     0.980198  0.985      0:00.1\n300   903    0.986755  0.986755  0.983      0:00.2\n400   1203   0.985     0.985     0.985      0:00.3\n500   1503   0.982     0.982     0.988      0:00.4\n600   1803   0.982     0.985     0.986711   0:00.5\n700   2103   0.982906  0.984     0.985755   0:00.5\n800   2403   0.983     0.985     0.986      0:00.6\n900   2703   0.982     0.986     0.988      0:00.7\n1000  3003   0.982     0.987     0.987      0:00.7\n1100  3303   0.982     0.986     0.986      0:00.8\n1200  3603   0.982     0.988     0.987      0:00.9\n1300  3903   0.982     0.988     0.988      0:01.0\n1400  4203   0.984     0.989     0.988      0:01.0\n1500  4503   0.985     0.989     0.988016   0:01.1\n1600  4803   0.986     0.988764  0.988      0:01.2\n1700  5103   0.985     0.988     0.988      0:01.2\n1800  5403   0.984     0.988     0.989      0:01.3\n1900  5703   0.985     0.987     0.988959   0:01.4\n2000  6003   0.985015  0.988     0.99       0:01.4\n2100  6303   0.984     0.988     0.99       0:01.5\n2200  6603   0.984     0.988     0.99       0:01.6\n2300  6903   0.983927  0.987     0.99       0:01.6\n2400  7203   0.984     0.988     0.99       0:01.7\n2500  7503   0.984     0.988     0.990008   0:01.8\n2600  7803   0.984     0.988     0.99       0:01.9\n2700  8103   0.984456  0.987     0.99       0:01.9\n2800  8403   0.985     0.988     0.99       0:02.0\n2900  8703   0.984838  0.988     0.989      0:02.1\n3000  9003   0.98501   0.987     0.989      0:02.1\n3100  9303   0.985     0.988     0.988717   0:02.2\n3200  9603   0.985     0.988     0.989      0:02.3\n3300  9903   0.985     0.988     0.989      0:02.3\n3400  10203  0.985     0.988     0.989      0:02.4\n3500  10503  0.985     0.988     0.988578   0:02.5\n3600  10803  0.985     0.988     0.989      0:02.6\n3700  11103  0.985     0.988     0.988      0:02.6\n3800  11403  0.985     0.988     0.988      0:02.7\n3900  11703  0.986     0.987     0.988      0:02.8\n4000  12003  0.986     0.987     0.988      0:02.8\n4100  12303  0.985373  0.987     0.987      0:02.9\n4200  12603  0.985     0.987149  0.987149   0:03.0\n4300  12903  0.985     0.987     0.987      0:03.0\n4400  13203  0.985     0.988     0.986597   0:03.1\n4500  13503  0.985     0.987     0.987      0:03.2\n4600  13803  0.985     0.987     0.987      0:03.2\n4700  14103  0.986     0.987     0.987      0:03.3\n4800  14403  0.985631  0.987     0.987      0:03.4\n4900  14703  0.986     0.987     0.987      0:03.4\n5000  15000  0.986     0.987     0.987      0:03.5\nHalting: Maximum number of iterations (5000) reached.\nDone!\n"
+    }
+   ],
+   "source": [
+    "# Choose starting points for 3 mcmc chains\n",
+    "xs = [\n",
+    "    [2, 1],\n",
+    "    [3, 3],\n",
+    "    [5, 4],\n",
+    "]\n",
+    "\n",
+    "# Set a standard deviation, to give the method a sense of scale\n",
+    "#sigma = [1, 1]\n",
+    "\n",
+    "# Create mcmc routine\n",
+    "mcmc = pints.MCMCController(log_pdf, 3, xs, method=pints.NealLangevinMCMC)\n",
+    "\n",
+    "# Add stopping criterion\n",
+    "mcmc.set_max_iterations(5000)\n",
+    "\n",
+    "# Set up modest logging\n",
+    "mcmc.set_log_to_screen(True)\n",
+    "mcmc.set_log_interval(100)\n",
+    "\n",
+    "# # Update step sizes used by individual samplers\n",
+    "for sampler in mcmc.samplers():\n",
+    "    sampler.set_leapfrog_step_size(0.5)\n",
+    "    sampler.set_alpha(0)\n",
+    "    sampler.set_delta(mean=0.05)\n",
+    "\n",
+    "# Run!\n",
+    "print('Running...')\n",
+    "full_chains = mcmc.run()\n",
+    "print('Done!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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88.445054 \nL 539.522924 88.478348 \nL 539.592424 89.185705 \nL 539.800925 87.69181 \nL 539.870425 88.200074 \nL 539.939926 87.665055 \nL 540.009426 87.81012 \nL 540.148426 87.229003 \nL 540.356927 84.528216 \nL 540.495928 86.673822 \nL 540.773929 84.457146 \nL 540.912929 83.498192 \nL 540.982429 83.498192 \nL 541.05193 84.258231 \nL 541.19093 82.184415 \nL 541.329931 83.921537 \nL 541.399431 83.068286 \nL 541.468931 83.202878 \nL 541.607932 86.265185 \nL 541.677432 86.12632 \nL 541.746932 86.060824 \nL 541.816433 86.416883 \nL 542.094434 90.324341 \nL 542.163934 90.096209 \nL 542.233434 90.234962 \nL 542.302935 89.936049 \nL 542.441935 88.619911 \nL 542.511435 88.501992 \nL 542.650436 87.976453 \nL 542.997937 89.636151 \nL 543.067437 89.343227 \nL 543.136938 89.391844 \nL 543.414939 91.807485 \nL 543.484439 92.131443 \nL 543.553939 91.041105 \nL 543.62344 91.267276 \nL 543.83194 92.026265 \nL 543.901441 91.881299 \nL 544.248942 96.109185 \nL 544.457443 93.820395 \nL 544.665943 89.562616 \nL 544.735444 89.501389 \nL 545.013445 85.508923 \nL 545.152445 85.278357 \nL 545.221946 85.639008 \nL 545.430446 82.863089 \nL 545.569447 85.012894 \nL 545.638947 84.0754 \nL 545.847448 86.197032 \nL 545.916948 85.95191 \nL 546.055949 84.653025 \nL 546.194949 86.085623 \nL 546.40345 83.879471 \nL 546.47295 83.115454 \nL 546.681451 86.07865 \nL 546.750951 84.151775 \nL 546.820452 84.224873 \nL 547.028952 85.679881 \nL 547.098453 85.193075 \nL 547.376454 87.581601 \nL 547.654455 84.746093 \nL 547.723955 84.357138 \nL 547.793455 84.973321 \nL 547.862956 84.783937 \nL 548.001956 84.504983 \nL 548.071456 84.498344 \nL 548.140957 83.685152 \nL 548.210457 84.212227 \nL 548.279957 86.105805 \nL 548.349457 85.266144 \nL 548.418958 84.952034 \nL 548.557958 85.420805 \nL 548.627459 84.270788 \nL 548.696959 84.277843 \nL 548.835959 83.894192 \nL 548.90546 82.631668 \nL 548.97496 82.80162 \nL 549.04446 82.672202 \nL 549.11396 82.974568 \nL 549.322461 81.590726 \nL 549.391961 80.829626 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553.978979 94.839121 \nL 554.048479 94.524272 \nL 554.32648 91.585562 \nL 554.604481 93.389059 \nL 554.673981 93.612814 \nL 554.743482 92.467159 \nL 554.882482 94.455572 \nL 555.229984 90.688584 \nL 555.507985 92.398057 \nL 555.577485 92.351232 \nL 555.646985 91.639318 \nL 555.716485 91.874537 \nL 555.924986 94.847315 \nL 555.994486 94.304647 \nL 556.063987 94.277307 \nL 556.341988 90.451023 \nL 556.411488 91.891667 \nL 556.480988 92.2614 \nL 556.550489 91.76479 \nL 556.619989 93.167155 \nL 556.82849 91.082919 \nL 556.89799 91.446411 \nL 556.96749 90.742468 \nL 557.106491 92.989041 \nL 557.245491 92.501416 \nL 557.314991 92.633156 \nL 557.384492 92.377966 \nL 557.523492 93.257291 \nL 557.592993 93.228045 \nL 557.662493 93.228045 \nL 557.731993 94.41497 \nL 557.801493 93.914802 \nL 557.870994 93.347995 \nL 557.940494 91.545037 \nL 558.009994 92.014556 \nL 558.287995 88.283588 \nL 558.496496 89.011907 \nL 558.635496 89.603737 \nL 558.843997 92.147885 \nL 558.913498 92.037919 \nL 559.121998 90.317481 \nL 559.191499 90.169959 \nL 559.260999 89.327621 \nL 559.330499 90.348389 \nL 559.399999 89.136097 \nL 559.4695 89.361727 \nL 559.539 89.00901 \nL 559.747501 91.307447 \nL 559.886501 89.613038 \nL 560.025502 91.659164 \nL 560.095002 91.373955 \nL 560.234003 90.296765 \nL 560.442503 90.896522 \nL 560.512004 90.180502 \nL 560.651004 91.653876 \nL 560.720504 90.658564 \nL 560.790005 90.690082 \nL 560.929005 92.40871 \nL 561.068006 91.019383 \nL 561.207006 92.032078 \nL 561.415507 89.654739 \nL 561.485007 89.056207 \nL 561.554508 89.698386 \nL 561.624008 89.689226 \nL 561.693508 89.627784 \nL 561.763008 90.803644 \nL 561.832509 90.327307 \nL 561.971509 91.50713 \nL 562.11051 89.998818 \nL 562.18001 91.241398 \nL 562.31901 89.705184 \nL 562.388511 89.881428 \nL 562.527511 91.07599 \nL 562.597012 92.10766 \nL 562.666512 91.071388 \nL 562.736012 92.510196 \nL 562.805512 92.020897 \nL 562.875013 91.860265 \nL 562.944513 90.802896 \nL 563.014013 91.029706 \nL 563.083513 92.112318 \nL 563.153014 92.06098 \nL 563.222514 92.06098 \nL 563.292014 92.81195 \nL 563.361514 91.856104 \nL 563.431015 92.116331 \nL 563.500515 92.035596 \nL 563.570015 93.770832 \nL 563.639515 93.733458 \nL 564.126017 97.698466 \nL 564.195518 97.551782 \nL 564.265018 97.185282 \nL 564.404018 98.85823 \nL 564.473519 98.198483 \nL 564.543019 96.871541 \nL 564.612519 97.336148 \nL 564.682019 97.003147 \nL 564.89052 98.263792 \nL 564.96002 98.803631 \nL 565.029521 97.749804 \nL 565.099021 98.355577 \nL 565.168521 97.930297 \nL 565.238022 98.122145 \nL 565.516023 100.27032 \nL 565.585523 99.695186 \nL 565.794024 101.924611 \nL 565.863524 100.638638 \nL 566.002524 101.720087 \nL 566.072025 101.297131 \nL 566.141525 99.694494 \nL 566.211025 100.549282 \nL 566.280525 101.089472 \nL 566.489026 99.646142 \nL 566.628027 97.983242 \nL 566.697527 97.59869 \nL 566.906028 99.535483 \nL 567.184029 96.534359 \nL 567.253529 96.182791 \nL 567.323029 97.676084 \nL 567.39253 97.540395 \nL 567.46203 97.592789 \nL 567.53153 98.157614 \nL 567.809531 94.850589 \nL 567.879032 95.520001 \nL 567.948532 95.429974 \nL 568.018032 95.52048 \nL 568.157033 93.961006 \nL 568.226533 95.19253 \nL 568.296033 94.711886 \nL 568.435034 93.850189 \nL 568.643534 95.463198 \nL 568.713035 94.134155 \nL 569.199537 100.528778 \nL 569.269037 99.863942 \nL 569.477538 101.254816 \nL 569.825039 97.866051 \nL 569.964039 101.134197 \nL 570.03354 99.888264 \nL 570.10304 99.824666 \nL 570.17254 101.665249 \nL 570.242041 101.636901 \nL 570.520042 98.875404 \nL 570.728542 101.131064 \nL 570.798043 100.528626 \nL 570.867543 101.512645 \nL 571.006543 99.21115 \nL 571.076044 99.364523 \nL 571.145544 98.401124 \nL 571.354045 100.618414 \nL 571.423545 100.603738 \nL 571.562546 100.375148 \nL 571.632046 100.313859 \nL 571.771046 98.592415 \nL 571.840547 99.491149 \nL 571.910047 99.282549 \nL 571.979547 98.052906 \nL 572.049047 98.301072 \nL 572.118548 98.53289 \nL 572.188048 99.891218 \nL 572.327048 98.128817 \nL 572.396549 98.38603 \nL 572.466049 97.783457 \nL 572.535549 97.95137 \nL 572.67455 99.03973 \nL 572.81355 97.881015 \nL 573.091551 100.949015 \nL 573.161052 100.684708 \nL 573.230552 99.952272 \nL 573.300052 100.015822 \nL 573.369552 99.675059 \nL 573.439053 98.391178 \nL 573.508553 98.474529 \nL 573.578053 98.359517 \nL 573.647553 97.809645 \nL 573.786554 98.806612 \nL 573.925554 98.13557 \nL 574.134055 102.163524 \nL 574.203556 100.621855 \nL 574.273056 101.130866 \nL 574.342556 100.601993 \nL 574.412056 101.157544 \nL 574.481557 101.020305 \nL 574.551057 99.097112 \nL 574.620557 100.105652 \nL 574.690057 99.90225 \nL 574.759558 98.443177 \nL 574.829058 98.884052 \nL 574.898558 99.838277 \nL 574.968058 99.321793 \nL 575.037559 100.143019 \nL 575.246059 97.885989 \nL 575.38506 99.758559 \nL 575.45456 99.138778 \nL 575.941062 93.878217 \nL 576.149563 92.621538 \nL 576.288563 94.117332 \nL 576.358064 93.375738 \nL 576.427564 95.040109 \nL 576.497064 94.441575 \nL 576.636065 95.658746 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76.273278 \nL 588.45111 76.446247 \nL 588.729111 79.916054 \nL 588.798611 78.903877 \nL 588.937611 76.378563 \nL 589.007112 76.396282 \nL 589.354613 74.179881 \nL 589.424113 74.155372 \nL 589.702114 70.930144 \nL 589.841115 72.651416 \nL 589.910615 72.044465 \nL 590.049616 73.490869 \nL 590.119116 73.216854 \nL 590.188616 72.492624 \nL 590.258116 73.180932 \nL 590.397117 71.858843 \nL 590.466617 72.786152 \nL 590.536118 72.531359 \nL 590.605618 72.496031 \nL 590.675118 73.092911 \nL 590.744618 73.073952 \nL 590.814119 72.883129 \nL 590.953119 73.373913 \nL 591.022619 75.08153 \nL 591.09212 74.840664 \nL 591.16162 73.011939 \nL 591.23112 73.803039 \nL 591.30062 74.322842 \nL 591.370121 73.615528 \nL 591.439621 73.930519 \nL 591.509121 74.531333 \nL 591.578621 73.115037 \nL 591.787122 75.583793 \nL 591.856623 75.495436 \nL 591.995623 74.797664 \nL 592.204124 76.521967 \nL 592.551625 71.722452 \nL 592.621125 71.546534 \nL 592.690626 71.810802 \nL 592.760126 71.670401 \nL 592.829626 71.797703 \nL 592.899126 71.099973 \nL 592.968627 71.31536 \nL 593.038127 71.142381 \nL 593.107627 70.647718 \nL 593.246628 72.170193 \nL 593.316128 71.561606 \nL 593.385628 72.670673 \nL 593.455129 72.031409 \nL 593.73313 73.630963 \nL 593.87213 72.654983 \nL 593.94163 74.211987 \nL 594.080631 72.492412 \nL 594.150131 73.321861 \nL 594.219631 73.222149 \nL 594.289132 73.319847 \nL 594.428132 71.962948 \nL 594.497633 72.814382 \nL 594.567133 72.494415 \nL 595.123135 66.035451 \nL 595.470636 71.279219 \nL 595.540136 71.477302 \nL 595.609637 71.304677 \nL 595.679137 72.81723 \nL 595.818138 69.948433 \nL 596.026638 73.223301 \nL 596.096139 72.951937 \nL 596.304639 71.466328 \nL 596.58264 69.861367 \nL 596.652141 69.429238 \nL 596.791141 70.196087 \nL 596.860642 70.002949 \nL 596.999642 68.275203 \nL 597.069142 69.024219 \nL 597.138643 68.466642 \nL 597.277643 69.578563 \nL 597.347143 68.926987 \nL 597.486144 70.424151 \nL 597.625144 72.807645 \nL 597.764145 70.499624 \nL 597.833645 71.038604 \nL 597.903145 70.243546 \nL 597.972646 70.338568 \nL 598.111646 71.970375 \nL 598.181147 71.930504 \nL 598.250647 71.641464 \nL 598.389647 72.687923 \nL 598.598148 69.326849 \nL 599.15415 71.223898 \nL 599.22365 71.389592 \nL 599.362651 71.227687 \nL 599.432151 68.729193 \nL 599.501652 69.847406 \nL 599.571152 69.396665 \nL 599.710152 70.258319 \nL 599.918653 68.116013 \nL 600.057654 69.870203 \nL 600.127154 69.686226 \nL 600.266154 67.534157 \nL 600.335655 68.362594 \nL 600.405155 67.239374 \nL 600.544155 69.834491 \nL 600.613656 69.347971 \nL 600.683156 68.842286 \nL 600.961157 73.087194 \nL 601.030657 72.624237 \nL 601.100158 71.192017 \nL 601.169658 71.415528 \nL 601.308658 72.600994 \nL 601.65616 70.12933 \nL 601.72566 69.962994 \nL 601.79516 67.965844 \nL 601.86466 69.02782 \nL 602.003661 68.407543 \nL 602.212162 70.350259 \nL 602.281662 71.377445 \nL 602.351162 71.163202 \nL 602.420663 71.773006 \nL 602.768164 69.677189 \nL 602.976665 73.192048 \nL 603.115665 73.214993 \nL 603.324166 74.18203 \nL 603.393666 74.117949 \nL 603.532667 72.213451 \nL 603.602167 73.260606 \nL 603.671667 72.693566 \nL 603.880168 74.886069 \nL 604.019169 74.408867 \nL 604.088669 74.80647 \nL 604.227669 73.977416 \nL 604.29717 74.157831 \nL 604.36667 73.014698 \nL 604.43617 73.607693 \nL 604.575171 75.230556 \nL 604.644671 74.633322 \nL 604.714171 74.507427 \nL 604.853172 73.565269 \nL 604.922672 73.565269 \nL 605.061673 72.184939 \nL 605.200673 73.159297 \nL 605.339674 70.925397 \nL 605.478674 72.044978 \nL 605.548174 71.5819 \nL 605.617675 71.58387 \nL 605.687175 72.504812 \nL 605.756675 72.26733 \nL 605.826176 72.781872 \nL 605.895676 72.295035 \nL 606.104177 73.063732 \nL 606.312677 71.359538 \nL 606.382178 72.087697 \nL 606.451678 70.992596 \nL 606.521178 72.168872 \nL 606.590678 72.115718 \nL 606.660179 71.898135 \nL 606.729679 71.982716 \nL 606.868679 69.68849 \nL 607.285681 74.784809 \nL 607.563682 73.160083 \nL 607.702683 71.093853 \nL 607.772183 70.412564 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612.1507 65.294971 \nL 612.3592 62.381994 \nL 612.428701 62.318873 \nL 612.567701 60.977071 \nL 612.776202 62.03071 \nL 612.845702 61.887771 \nL 612.915202 61.263922 \nL 613.054203 62.181708 \nL 613.123703 61.574053 \nL 613.471205 66.44287 \nL 613.540705 65.145291 \nL 613.610205 65.712235 \nL 613.679705 65.428619 \nL 613.749206 64.667354 \nL 613.818706 65.303788 \nL 613.888206 65.224985 \nL 613.957706 63.882699 \nL 614.027207 66.266342 \nL 614.096707 65.814303 \nL 614.235707 64.707929 \nL 614.444208 65.412563 \nL 614.513708 67.232852 \nL 614.583209 66.196057 \nL 614.652709 66.213179 \nL 614.86121 68.686568 \nL 615.069711 69.348119 \nL 615.139211 69.070387 \nL 615.278211 67.033093 \nL 615.417212 68.199148 \nL 615.486712 66.724118 \nL 615.556212 66.872554 \nL 615.625713 66.199633 \nL 615.695213 66.409941 \nL 615.834213 68.584955 \nL 616.251215 63.567528 \nL 616.390216 63.70731 \nL 616.459716 63.362478 \nL 616.529216 61.544916 \nL 616.598716 61.975775 \nL 616.668217 63.068428 \nL 616.737717 62.331184 \nL 616.807217 62.709216 \nL 616.946218 63.469992 \nL 617.085218 63.408458 \nL 617.154719 63.680456 \nL 617.224219 63.183423 \nL 617.293719 63.603686 \nL 617.363219 63.591613 \nL 617.43272 62.162665 \nL 617.50222 62.570895 \nL 617.57172 62.852429 \nL 617.780221 61.417071 \nL 617.919221 61.465365 \nL 618.058222 61.197536 \nL 618.127722 62.764833 \nL 618.197222 62.38262 \nL 618.266723 62.210932 \nL 618.336223 63.125352 \nL 618.405723 61.957378 \nL 618.614224 64.252228 \nL 618.683724 64.448585 \nL 618.822725 63.514111 \nL 618.892225 63.8436 \nL 618.961725 63.061875 \nL 619.031226 63.196667 \nL 619.100726 62.820747 \nL 619.309227 59.379315 \nL 619.517727 59.734215 \nL 619.587228 59.549506 \nL 619.656728 61.306831 \nL 619.726228 61.005509 \nL 619.795729 60.949972 \nL 620.004229 59.717836 \nL 620.07373 60.72421 \nL 620.14323 60.55204 \nL 620.21273 60.565551 \nL 620.28223 61.584049 \nL 620.421231 59.630842 \nL 620.560231 60.223275 \nL 620.768732 62.915767 \nL 620.838232 63.322977 \nL 620.907733 62.799052 \nL 620.977233 63.478996 \nL 621.046733 63.053 \nL 621.185734 61.507126 \nL 621.255234 62.660838 \nL 621.324734 62.308316 \nL 621.394235 62.956961 \nL 621.463735 62.881901 \nL 621.602735 60.905822 \nL 621.950237 63.361035 \nL 622.089237 65.926425 \nL 622.297738 62.738226 \nL 622.367238 62.351243 \nL 622.436739 63.202393 \nL 622.506239 62.953652 \nL 622.575739 62.345437 \nL 622.645239 63.060826 \nL 622.71474 61.577277 \nL 622.78424 62.345265 \nL 622.85374 61.93144 \nL 622.92324 62.880485 \nL 622.992741 62.165622 \nL 623.131741 64.57443 \nL 623.270742 64.24997 \nL 623.409742 65.418427 \nL 623.479242 65.244752 \nL 623.687743 62.419912 \nL 623.757244 62.824941 \nL 623.965744 60.020195 \nL 624.035245 59.976495 \nL 624.174245 61.115797 \nL 624.313246 59.845974 \nL 624.382746 59.845974 \nL 624.452246 58.499824 \nL 624.521746 59.129552 \nL 624.591247 59.315148 \nL 624.660747 60.421201 \nL 624.730247 59.989935 \nL 624.869248 61.165016 \nL 624.938748 60.243755 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61.992356 \nL 634.182283 61.220487 \nL 634.251783 61.874489 \nL 634.321284 60.574477 \nL 634.390784 61.670552 \nL 634.460284 61.408845 \nL 634.529784 60.600561 \nL 634.599285 61.025462 \nL 634.807785 63.791518 \nL 634.877286 63.465024 \nL 634.946786 63.036756 \nL 635.016286 63.834053 \nL 635.085787 63.506756 \nL 635.155287 62.523326 \nL 635.224787 63.036796 \nL 635.294287 63.082132 \nL 635.363788 62.947893 \nL 635.502788 63.47673 \nL 635.572288 63.458358 \nL 635.641789 62.082138 \nL 635.711289 62.620366 \nL 635.780789 62.500617 \nL 635.98929 60.566542 \nL 636.05879 60.564862 \nL 636.197791 61.946192 \nL 636.267291 61.766663 \nL 636.406292 59.928831 \nL 636.475792 60.526318 \nL 636.545292 61.097954 \nL 636.684293 60.109618 \nL 636.823293 62.858258 \nL 637.101294 59.982827 \nL 637.240295 61.857796 \nL 637.309795 60.839721 \nL 637.379295 61.347656 \nL 637.448795 60.868597 \nL 637.518296 61.950954 \nL 637.587796 61.551238 \nL 637.657296 61.342866 \nL 637.726797 60.427758 \nL 637.796297 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647.595834 55.613699 \nL 647.734835 56.619337 \nL 647.873835 60.080166 \nL 647.943335 60.167123 \nL 648.151836 63.53828 \nL 648.221336 62.977745 \nL 648.290837 62.53056 \nL 648.360337 62.723005 \nL 648.568838 64.384878 \nL 648.638338 64.652562 \nL 648.707838 64.316273 \nL 648.777338 64.67441 \nL 648.916339 63.455543 \nL 648.985839 63.428502 \nL 649.05534 63.764788 \nL 649.26384 61.289081 \nL 649.333341 61.385693 \nL 649.402841 60.95653 \nL 649.541841 62.635928 \nL 649.750342 59.148247 \nL 649.889343 59.246118 \nL 649.958843 59.104965 \nL 650.028343 59.360005 \nL 650.236844 61.720588 \nL 650.306344 61.325861 \nL 650.514845 63.58592 \nL 650.723346 60.993697 \nL 650.862346 59.099372 \nL 650.931847 59.624984 \nL 651.001347 59.580039 \nL 651.209848 57.848096 \nL 651.279348 58.04229 \nL 651.418348 59.038953 \nL 651.626849 62.443697 \nL 651.69635 61.729681 \nL 651.76585 62.301446 \nL 651.974351 60.961326 \nL 652.043851 61.063739 \nL 652.182851 62.243737 \nL 652.391352 60.491167 \nL 652.460852 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661.634887 55.457389 \nL 661.912888 59.376303 \nL 661.982389 58.416325 \nL 662.051889 60.318503 \nL 662.121389 60.201522 \nL 662.32989 58.335444 \nL 662.39939 58.471059 \nL 662.46889 57.375347 \nL 662.677391 60.52488 \nL 662.746891 60.662791 \nL 662.955392 59.4607 \nL 663.094393 61.005926 \nL 663.233393 60.226649 \nL 663.302894 58.288565 \nL 663.372394 59.093122 \nL 663.858896 65.209709 \nL 663.928396 65.183579 \nL 664.136897 66.188816 \nL 664.275897 65.517209 \nL 664.414898 65.689991 \nL 664.762399 62.588136 \nL 664.9709 61.344697 \nL 665.0404 61.911154 \nL 665.248901 58.796769 \nL 665.318401 60.725025 \nL 665.387902 60.076727 \nL 665.457402 59.801398 \nL 665.526902 58.789397 \nL 665.596402 59.041982 \nL 665.804903 60.324204 \nL 665.943904 58.018357 \nL 666.013404 58.278906 \nL 666.082904 58.278906 \nL 666.152404 57.717345 \nL 666.430405 60.978586 \nL 666.499906 59.287126 \nL 666.569406 59.561918 \nL 666.638906 61.14741 \nL 666.916907 57.210081 \nL 667.055908 59.177558 \nL 667.194908 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672.268428 49.691595 \nL 672.407428 50.753589 \nL 672.546429 49.2778 \nL 672.754929 51.900044 \nL 672.89393 49.614696 \nL 673.171931 53.723136 \nL 673.241431 53.443017 \nL 673.310932 53.680855 \nL 673.380432 53.461968 \nL 673.519432 54.425385 \nL 673.588933 54.208505 \nL 673.658433 54.258185 \nL 673.936434 55.767682 \nL 674.075434 58.245194 \nL 674.214435 56.375737 \nL 674.422936 54.594206 \nL 674.492436 55.014209 \nL 674.561936 54.305864 \nL 674.770437 56.060741 \nL 674.839937 55.021812 \nL 674.978938 57.004798 \nL 675.048438 56.2544 \nL 675.117938 56.527502 \nL 675.326439 54.868897 \nL 675.395939 55.36542 \nL 675.53494 55.133833 \nL 675.60444 54.556551 \nL 675.743441 56.571581 \nL 675.812941 55.461745 \nL 675.951942 56.866849 \nL 676.021442 56.907221 \nL 676.716444 62.056735 \nL 676.785945 61.74474 \nL 676.924945 63.635543 \nL 676.994446 63.08214 \nL 677.272447 64.867401 \nL 677.341947 64.366913 \nL 677.411447 64.058605 \nL 677.480947 64.177812 \nL 677.550448 64.195929 \nL 677.619948 63.942256 \nL 677.897949 65.206548 \nL 678.036949 64.474397 \nL 678.384451 61.787381 \nL 678.453951 61.971367 \nL 678.662452 65.101643 \nL 678.731952 65.545157 \nL 678.801452 64.85237 \nL 678.870953 65.645059 \nL 679.009953 64.071431 \nL 679.357455 62.682184 \nL 679.843956 65.926644 \nL 679.913457 65.615804 \nL 679.982957 65.615804 \nL 680.052457 63.274028 \nL 680.121957 63.76446 \nL 680.191458 64.002877 \nL 680.330458 65.460097 \nL 680.399958 65.138291 \nL 680.538959 63.686049 \nL 680.67796 66.817103 \nL 680.74746 66.021987 \nL 680.88646 66.815985 \nL 681.094961 64.523952 \nL 681.164461 63.593998 \nL 681.233962 63.909869 \nL 681.303462 63.406674 \nL 681.581463 66.138885 \nL 681.650963 66.12379 \nL 681.720463 65.351404 \nL 681.789964 66.478759 \nL 681.859464 65.975733 \nL 681.928964 66.275759 \nL 681.998465 65.021758 \nL 682.067965 65.231754 \nL 682.137465 66.076303 \nL 682.345966 64.214295 \nL 682.762967 62.088456 \nL 682.901968 62.948308 \nL 683.110469 65.234682 \nL 683.179969 64.845883 \nL 683.31897 62.587578 \nL 683.38847 62.877104 \nL 683.45797 62.750795 \nL 683.52747 62.862427 \nL 683.596971 63.841917 \nL 683.666471 63.822645 \nL 683.735971 64.126979 \nL 683.805471 63.027904 \nL 683.874972 63.557654 \nL 684.013972 65.865473 \nL 684.083472 65.234877 \nL 684.152973 66.360741 \nL 684.361473 63.713492 \nL 684.569974 65.31504 \nL 684.778475 63.151586 \nL 684.847975 63.497064 \nL 684.917476 63.105955 \nL 685.264977 67.413353 \nL 685.403977 67.163047 \nL 685.473478 67.142316 \nL 685.681978 63.96062 \nL 685.751479 64.320188 \nL 685.890479 61.630255 \nL 685.95998 62.359041 \nL 686.09898 63.890496 \nL 686.16848 63.648235 \nL 686.237981 62.919144 \nL 686.376981 64.709395 \nL 686.446481 64.539404 \nL 686.515982 63.601339 \nL 686.585482 63.830104 \nL 686.724482 64.028038 \nL 686.863483 62.805517 \nL 686.932983 64.410689 \nL 687.002484 63.488867 \nL 687.280485 59.932735 \nL 687.349985 60.042654 \nL 687.419485 61.076851 \nL 687.488985 60.993316 \nL 687.697486 59.616935 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692.284504 54.972342 \nL 692.354004 55.375256 \nL 692.493004 57.126852 \nL 692.632005 56.999069 \nL 692.701505 57.200421 \nL 692.910006 61.05841 \nL 692.979506 61.059578 \nL 693.049006 61.701309 \nL 693.118507 61.625522 \nL 693.257507 60.716704 \nL 693.396508 62.508539 \nL 693.466008 62.024102 \nL 693.605009 59.721294 \nL 693.674509 59.963628 \nL 693.813509 61.459465 \nL 693.95251 59.494332 \nL 694.02201 59.75825 \nL 694.09151 60.650946 \nL 694.300011 57.020567 \nL 694.369511 57.698386 \nL 694.439012 56.579899 \nL 694.508512 57.627081 \nL 694.647513 56.334831 \nL 694.925514 58.213265 \nL 694.995014 58.673025 \nL 695.273015 56.470804 \nL 695.481516 57.690227 \nL 695.551016 56.427783 \nL 695.690016 57.858282 \nL 695.759517 57.966069 \nL 695.968018 59.780851 \nL 696.037518 60.696384 \nL 696.107018 60.656288 \nL 696.176518 60.976237 \nL 696.315519 59.754987 \nL 696.385019 60.055503 \nL 696.454519 59.922546 \nL 696.52402 59.991412 \nL 696.871521 56.582861 \nL 696.941021 56.291521 \nL 697.149522 58.341421 \nL 697.219022 58.215473 \nL 697.566524 59.497306 \nL 697.636024 59.20057 \nL 697.775024 60.995035 \nL 697.844525 60.889962 \nL 697.983525 60.799009 \nL 698.053025 60.906755 \nL 698.192026 61.364246 \nL 698.539527 59.217973 \nL 698.748028 61.766147 \nL 698.817528 61.394489 \nL 698.956529 61.609268 \nL 699.095529 61.237382 \nL 699.16503 62.245371 \nL 699.30403 61.326892 \nL 699.443031 61.051765 \nL 699.651531 63.397037 \nL 699.790532 64.129104 \nL 699.999033 62.983132 \nL 700.138033 64.477443 \nL 700.207534 64.539142 \nL 700.277034 63.62732 \nL 700.346534 64.050434 \nL 700.416034 64.893018 \nL 700.485535 63.572396 \nL 700.694035 65.874874 \nL 700.763536 62.902086 \nL 700.833036 63.486918 \nL 700.902536 62.295525 \nL 701.111037 65.660674 \nL 701.180537 65.356078 \nL 701.250038 65.802494 \nL 702.01454 58.339214 \nL 702.084041 58.854538 \nL 702.292542 58.866468 \nL 702.431542 60.562446 \nL 702.501042 60.429798 \nL 702.640043 58.59491 \nL 702.709543 58.775901 \nL 702.779043 57.402797 \nL 702.848544 59.499426 \nL 702.918044 59.181474 \nL 702.987544 59.265502 \nL 703.057044 59.053095 \nL 703.196045 58.040572 \nL 703.404546 59.438906 \nL 703.543546 58.352339 \nL 703.682547 56.591872 \nL 703.752047 56.606034 \nL 703.821547 56.790907 \nL 703.960548 59.093895 \nL 704.030048 59.110253 \nL 704.169049 60.509446 \nL 704.238549 60.082936 \nL 704.377549 58.505137 \nL 704.44705 58.825408 \nL 704.51655 58.753047 \nL 704.65555 57.486615 \nL 704.725051 57.695973 \nL 704.794551 57.742573 \nL 704.864051 57.025879 \nL 704.933552 57.490844 \nL 705.003052 56.513945 \nL 705.072552 58.306433 \nL 705.142052 57.92734 \nL 705.211553 57.724628 \nL 705.350553 56.290436 \nL 705.420053 56.324285 \nL 705.489554 56.892158 \nL 705.559054 56.592057 \nL 705.628554 56.557807 \nL 705.837055 54.072941 \nL 705.976055 55.544294 \nL 706.045556 55.245887 \nL 706.184556 56.603579 \nL 706.254057 56.143958 \nL 706.323557 56.191458 \nL 706.462557 55.595701 \nL 706.532058 54.470401 \nL 706.740558 56.771583 \nL 706.949059 54.149635 \nL 707.018559 54.486877 \nL 707.08806 53.227698 \nL 707.22706 56.713905 \nL 707.296561 56.412391 \nL 707.366061 57.000917 \nL 707.435561 56.783242 \nL 707.505061 56.97166 \nL 707.783062 60.070095 \nL 707.852563 60.182347 \nL 707.922063 59.909059 \nL 707.991563 58.779861 \nL 708.061063 59.49177 \nL 708.130564 59.055267 \nL 708.339064 55.868796 \nL 708.408565 56.302132 \nL 708.547565 58.296313 \nL 708.964567 55.646552 \nL 709.103567 56.75846 \nL 709.312068 58.91663 \nL 709.451069 59.432721 \nL 709.659569 55.817489 \nL 710.007071 59.676193 \nL 710.076571 58.991156 \nL 710.146071 59.79192 \nL 710.215572 59.164073 \nL 710.285072 59.91291 \nL 710.354572 59.539724 \nL 710.424072 58.431522 \nL 710.493573 59.078249 \nL 710.563073 59.078249 \nL 710.841074 63.87923 \nL 710.980074 64.686158 \nL 711.049575 64.413177 \nL 711.258076 68.153092 \nL 711.327576 68.327747 \nL 711.466576 67.093468 \nL 711.536077 67.611514 \nL 711.605577 69.001916 \nL 711.744577 67.748603 \nL 711.814078 68.395897 \nL 711.953078 67.409372 \nL 712.022578 67.720092 \nL 712.161579 70.718839 \nL 712.231079 70.239903 \nL 712.37008 70.475829 \nL 712.578581 68.906814 \nL 712.648081 69.246339 \nL 712.856582 67.874447 \nL 712.995582 68.571928 \nL 713.065082 69.651689 \nL 713.204083 67.678269 \nL 713.273583 67.930212 \nL 713.343083 67.866918 \nL 713.482084 65.828444 \nL 713.551584 68.083616 \nL 713.621085 67.667027 \nL 713.968586 65.110056 \nL 714.038086 66.01597 \nL 714.246587 64.565077 \nL 714.316087 63.910776 \nL 714.385587 64.012999 \nL 714.455088 63.735279 \nL 714.524588 64.522372 \nL 714.733089 62.100998 \nL 714.802589 62.928131 \nL 714.872089 61.772312 \nL 715.219591 66.608674 \nL 715.289091 65.826507 \nL 715.358591 65.859876 \nL 715.428091 65.190975 \nL 715.497592 63.185543 \nL 715.636592 65.030264 \nL 715.706092 64.128818 \nL 715.775593 64.445886 \nL 715.914593 64.818499 \nL 716.192594 61.757135 \nL 716.540096 64.75254 \nL 716.609596 64.234101 \nL 716.748596 64.903388 \nL 716.887597 61.974233 \nL 717.026597 61.97175 \nL 717.235098 59.985701 \nL 717.304598 61.21449 \nL 717.443599 60.074495 \nL 717.513099 60.020345 \nL 717.7911 62.74555 \nL 718.208102 65.193438 \nL 718.277602 64.979731 \nL 718.416603 65.299644 \nL 718.694604 68.00998 \nL 718.764104 67.938652 \nL 718.972605 67.615104 \nL 719.042105 68.784011 \nL 719.111605 68.052127 \nL 719.181106 68.50387 \nL 719.250606 68.274132 \nL 719.320106 68.491054 \nL 719.389606 67.655316 \nL 719.528607 68.632346 \nL 719.598107 68.208826 \nL 719.806608 70.610391 \nL 720.015109 68.068833 \nL 720.084609 67.857458 \nL 720.154109 68.439924 \nL 720.36261 64.405374 \nL 720.43211 62.848033 \nL 720.501611 64.484272 \nL 720.571111 63.895523 \nL 720.640611 61.962482 \nL 720.710111 62.605604 \nL 720.779612 63.785985 \nL 721.057613 60.732493 \nL 721.196613 61.217706 \nL 721.335614 60.256124 \nL 721.405114 61.399114 \nL 721.613615 59.599279 \nL 721.683115 59.599279 \nL 721.752615 61.361498 \nL 721.822116 60.312035 \nL 721.891616 60.034378 \nL 722.308617 62.887704 \nL 722.447618 61.568619 \nL 722.656119 64.602669 \nL 722.93412 62.998169 \nL 723.00362 63.088891 \nL 723.07312 63.574401 \nL 723.142621 62.985435 \nL 723.212121 64.272147 \nL 723.281621 64.005066 \nL 723.351121 63.056798 \nL 723.629122 65.333477 \nL 723.698623 65.244772 \nL 723.768123 64.730621 \nL 723.837623 65.342802 \nL 723.907124 65.072371 \nL 723.976624 64.639122 \nL 724.463126 68.906646 \nL 724.532626 68.686246 \nL 724.602126 69.117588 \nL 724.741127 68.672305 \nL 724.810627 69.099696 \nL 724.880127 68.83776 \nL 725.088628 70.254024 \nL 725.158128 69.894485 \nL 725.227629 68.977374 \nL 725.297129 69.618893 \nL 725.64463 66.233914 \nL 725.853131 69.56 \nL 725.992131 67.979372 \nL 726.061632 68.78775 \nL 726.200632 67.117669 \nL 726.339633 68.854801 \nL 726.478633 67.584502 \nL 726.548134 67.687363 \nL 726.617634 68.847063 \nL 726.687134 68.815037 \nL 726.826135 67.312565 \nL 726.895635 67.637879 \nL 726.965135 68.975845 \nL 727.104136 65.885534 \nL 727.173636 66.360634 \nL 727.243136 66.360634 \nL 727.382137 67.826712 \nL 727.660138 67.199815 \nL 727.799138 68.331437 \nL 727.868639 67.950316 \nL 727.938139 68.097876 \nL 728.007639 67.842834 \nL 728.21614 65.654098 \nL 728.28564 66.358336 \nL 728.424641 65.464448 \nL 728.494141 65.843077 \nL 728.563641 65.4681 \nL 728.702642 66.66787 \nL 728.841642 66.092103 \nL 728.911143 66.175801 \nL 728.980643 65.654848 \nL 729.050143 67.36204 \nL 729.119643 67.203556 \nL 729.189144 66.710864 \nL 729.258644 66.796474 \nL 729.328144 67.589787 \nL 729.397644 67.56193 \nL 729.467145 67.174627 \nL 729.606145 67.949346 \nL 729.745146 67.093254 \nL 729.814646 67.375174 \nL 730.023147 69.74737 \nL 730.092647 69.654039 \nL 730.301148 67.208018 \nL 730.370648 67.805962 \nL 730.509649 66.874617 \nL 730.579149 67.326373 \nL 730.85715 64.071959 \nL 730.92665 64.027901 \nL 731.065651 66.544683 \nL 731.135151 66.186646 \nL 731.204651 64.76864 \nL 731.274151 65.035936 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735.583168 68.477076 \nL 735.722168 68.731713 \nL 735.791669 67.703719 \nL 735.861169 68.441613 \nL 735.930669 68.012026 \nL 736.06967 68.859119 \nL 736.27817 68.007749 \nL 736.486671 70.013495 \nL 736.556172 69.605931 \nL 736.625672 70.550101 \nL 736.695172 69.555638 \nL 736.903673 71.267846 \nL 736.973173 71.305641 \nL 737.042673 70.467929 \nL 737.112174 70.92116 \nL 737.181674 70.992901 \nL 737.320674 70.162704 \nL 737.459675 72.913007 \nL 737.529175 72.04369 \nL 737.598675 72.781989 \nL 737.668176 72.450133 \nL 737.737676 72.992582 \nL 737.807176 72.771559 \nL 737.946177 73.278649 \nL 738.015677 73.050115 \nL 738.085177 72.933794 \nL 738.293678 75.239494 \nL 738.363178 74.441974 \nL 738.502179 75.619432 \nL 738.571679 73.198209 \nL 738.641179 74.451041 \nL 739.197182 70.211373 \nL 739.266682 71.465479 \nL 739.336182 71.045812 \nL 739.475183 69.997757 \nL 739.544683 70.051305 \nL 739.753184 72.782771 \nL 739.822684 71.66559 \nL 739.892184 72.332316 \nL 740.031185 71.721098 \nL 740.170185 72.774598 \nL 740.448186 69.893457 \nL 740.517687 70.936005 \nL 740.587187 70.869142 \nL 740.726187 69.878541 \nL 740.795688 71.494276 \nL 740.865188 71.202311 \nL 741.004188 72.467333 \nL 741.143189 72.197196 \nL 741.212689 72.356346 \nL 741.282189 71.801716 \nL 741.560191 74.536312 \nL 741.699191 74.33031 \nL 741.907692 73.116105 \nL 742.046692 75.417217 \nL 742.116193 74.226758 \nL 742.185693 74.953316 \nL 742.255193 74.81131 \nL 742.324693 74.170186 \nL 742.394194 74.793826 \nL 742.463694 74.266898 \nL 742.672195 76.304398 \nL 742.741695 77.911797 \nL 742.811195 77.426453 \nL 742.950196 78.364147 \nL 743.019696 78.20552 \nL 743.089196 77.910144 \nL 743.158697 79.093773 \nL 743.228197 79.061156 \nL 743.297697 79.235411 \nL 743.367197 79.776984 \nL 743.436698 78.624069 \nL 743.506198 79.831025 \nL 743.575698 79.721786 \nL 743.645198 78.382959 \nL 743.714699 78.733179 \nL 743.853699 78.159685 \nL 744.1317 74.300698 \nL 744.201201 74.409027 \nL 744.340201 73.200613 \nL 744.479202 74.420649 \nL 744.548702 73.124671 \nL 744.618202 73.688871 \nL 744.687702 73.437488 \nL 744.757203 74.03666 \nL 744.826703 73.223863 \nL 744.896203 73.739591 \nL 744.965703 72.887059 \nL 745.035204 73.318394 \nL 745.104704 72.902073 \nL 745.174204 71.379486 \nL 745.243704 71.811334 \nL 745.313205 72.487215 \nL 745.660706 67.944513 \nL 745.869207 67.371047 \nL 745.938707 67.842257 \nL 746.008207 67.586262 \nL 746.286208 69.096265 \nL 746.70321 65.407315 \nL 746.77271 65.971244 \nL 746.842211 65.620909 \nL 746.911711 66.632468 \nL 746.981211 66.173666 \nL 747.050711 65.999915 \nL 747.259212 66.749534 \nL 747.328712 65.550072 \nL 747.398213 66.521533 \nL 747.467713 65.95309 \nL 747.537213 65.47682 \nL 747.676214 66.774782 \nL 747.884714 64.314888 \nL 747.954215 65.894374 \nL 748.023715 65.497726 \nL 748.162716 64.368939 \nL 748.301716 65.95403 \nL 748.371216 65.924008 \nL 748.579717 63.849738 \nL 748.649217 63.581806 \nL 748.718718 63.758377 \nL 748.927218 62.030495 \nL 748.996719 62.373283 \nL 749.066219 63.648514 \nL 749.135719 63.227916 \nL 749.27472 61.731889 \nL 749.34422 60.627113 \nL 749.41372 60.821066 \nL 749.483221 61.31957 \nL 749.552721 60.614906 \nL 749.830722 63.846869 \nL 749.900222 62.488096 \nL 749.969722 63.169284 \nL 750.247723 60.120331 \nL 750.317224 59.519797 \nL 750.386724 59.797954 \nL 750.456224 59.812067 \nL 750.525725 59.491259 \nL 750.595225 58.392603 \nL 750.664725 59.02378 \nL 750.734225 59.024956 \nL 750.803726 58.883465 \nL 750.942726 59.354329 \nL 751.498728 54.608551 \nL 751.776729 53.521118 \nL 751.84623 54.885613 \nL 751.91573 54.125025 \nL 752.05473 54.605999 \nL 752.332731 57.178401 \nL 752.541232 56.047121 \nL 752.680233 57.194159 \nL 752.749733 56.810584 \nL 752.819233 57.165578 \nL 752.888733 56.833962 \nL 752.958234 57.241623 \nL 753.027734 56.623626 \nL 753.097234 57.26969 \nL 753.166735 57.245776 \nL 753.236235 56.790568 \nL 753.444736 59.654092 \nL 753.514236 59.289871 \nL 754.000738 56.481619 \nL 754.139738 56.642563 \nL 754.209238 55.73026 \nL 754.278739 55.900833 \nL 754.48724 54.14782 \nL 754.55674 54.244219 \nL 754.62624 56.009121 \nL 754.69574 55.117692 \nL 754.973741 52.598742 \nL 755.043242 52.70562 \nL 755.182242 54.955159 \nL 755.251742 52.985606 \nL 755.321243 53.228635 \nL 755.390743 52.80706 \nL 755.460243 50.598499 \nL 755.529744 51.937222 \nL 755.599244 51.66171 \nL 755.946745 50.372328 \nL 756.085746 51.818672 \nL 756.155246 51.911149 \nL 756.224746 51.831959 \nL 756.363747 50.720462 \nL 756.433247 50.825357 \nL 756.502747 50.620481 \nL 756.641748 47.901451 \nL 756.711248 48.200871 \nL 756.780748 49.425511 \nL 756.850249 47.355371 \nL 756.919749 47.958302 \nL 757.12825 50.889726 \nL 757.19775 50.436447 \nL 757.406251 52.025588 \nL 757.545251 50.832163 \nL 757.892752 51.346102 \nL 758.101253 52.741482 \nL 758.240254 52.324733 \nL 758.309754 54.303969 \nL 758.379254 54.055062 \nL 758.448755 54.745831 \nL 758.726756 52.126042 \nL 758.865756 49.791222 \nL 759.213257 53.648735 \nL 759.282758 54.137617 \nL 759.421758 53.021752 \nL 759.491259 53.18879 \nL 759.560759 53.100834 \nL 759.630259 54.246528 \nL 759.97776 50.055519 \nL 760.047261 50.199729 \nL 760.186261 49.668779 \nL 760.255761 50.694647 \nL 760.325262 50.587019 \nL 760.394762 50.618205 \nL 760.533762 49.924209 \nL 760.672763 50.819076 \nL 760.950764 48.148109 \nL 761.089765 50.575686 \nL 761.298265 49.851952 \nL 761.367766 50.732207 \nL 761.506766 48.398389 \nL 761.715267 49.672168 \nL 761.784767 49.758178 \nL 761.854268 49.492445 \nL 762.41027 54.274317 \nL 762.47977 52.813007 \nL 762.54927 53.02187 \nL 762.688271 52.556856 \nL 762.757771 53.078045 \nL 762.896771 52.211561 \nL 762.966272 52.467494 \nL 763.035772 52.092847 \nL 763.105272 52.783944 \nL 763.174773 52.213958 \nL 763.452774 55.070289 \nL 763.591774 52.597759 \nL 763.661274 52.684109 \nL 763.730775 52.979271 \nL 763.800275 52.007612 \nL 763.869775 52.365007 \nL 764.008776 53.775099 \nL 764.147776 52.621094 \nL 764.217276 53.685337 \nL 764.286777 53.081438 \nL 764.356277 52.714748 \nL 764.425777 53.467741 \nL 764.495278 53.050392 \nL 764.634278 51.830475 \nL 764.703778 51.822068 \nL 765.05128 47.370688 \nL 765.12078 47.614642 \nL 765.19028 48.277453 \nL 765.25978 48.167428 \nL 765.329281 48.449812 \nL 765.398781 48.338831 \nL 765.676782 45.577229 \nL 765.746282 46.113123 \nL 765.885283 46.782965 \nL 765.954783 46.882472 \nL 766.024283 47.377055 \nL 766.163284 46.851419 \nL 766.232784 46.918454 \nL 766.302284 47.187169 \nL 766.441285 48.33953 \nL 766.510785 47.915271 \nL 766.649786 50.456959 \nL 766.788786 49.076619 \nL 766.858286 50.089271 \nL 767.066787 47.918612 \nL 767.136288 48.327393 \nL 767.275288 47.612246 \nL 767.344788 48.347345 \nL 767.414289 48.248271 \nL 767.483789 48.088292 \nL 767.69229 49.911324 \nL 767.76179 49.514085 \nL 767.83129 49.500852 \nL 767.90079 49.86292 \nL 767.970291 49.115662 \nL 768.039791 50.392388 \nL 768.178791 48.272788 \nL 768.248292 49.448915 \nL 768.456793 46.999828 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772.765809 55.891904 \nL 772.835309 55.641943 \nL 772.904809 54.075741 \nL 772.97431 54.835524 \nL 773.11331 53.350196 \nL 773.18281 54.358514 \nL 773.252311 54.292711 \nL 773.321811 54.252717 \nL 773.391311 53.336047 \nL 773.599812 55.28163 \nL 773.669312 53.928472 \nL 773.738813 54.478002 \nL 773.877813 54.996238 \nL 773.947313 53.274205 \nL 774.016814 53.815881 \nL 774.155814 54.678587 \nL 774.294815 53.712026 \nL 774.364315 54.857807 \nL 774.433815 54.688406 \nL 774.642316 53.23436 \nL 774.850817 54.413868 \nL 774.920317 54.922346 \nL 775.128818 52.833509 \nL 775.198318 52.911887 \nL 775.267818 54.804142 \nL 775.337319 54.012509 \nL 775.406819 53.869652 \nL 775.61532 51.810584 \nL 775.75432 52.958194 \nL 775.893321 52.323248 \nL 775.962821 51.540295 \nL 776.032321 52.592885 \nL 776.101822 52.51239 \nL 776.171322 51.787533 \nL 776.240822 52.291532 \nL 776.518823 48.268183 \nL 776.588323 49.357595 \nL 776.657824 49.196838 \nL 776.727324 49.417865 \nL 776.796824 49.162021 \nL 776.866324 49.211987 \nL 776.935825 49.083761 \nL 777.144326 49.37601 \nL 777.283326 49.18818 \nL 777.630827 51.702063 \nL 777.700328 51.245183 \nL 777.769828 50.963417 \nL 777.908828 48.338896 \nL 777.978329 48.938887 \nL 778.047829 48.946961 \nL 778.117329 49.18499 \nL 778.39533 45.468182 \nL 778.464831 46.210516 \nL 778.534331 48.324049 \nL 778.603831 48.276975 \nL 778.673331 48.192059 \nL 778.742832 47.707969 \nL 778.812332 47.777323 \nL 778.951332 48.424331 \nL 779.090333 47.903541 \nL 779.159833 48.90341 \nL 779.229333 48.154419 \nL 779.298834 48.731139 \nL 779.368334 48.052707 \nL 779.576835 50.396486 \nL 779.715835 50.858775 \nL 779.924336 50.260556 \nL 779.993836 50.088639 \nL 780.063337 50.863354 \nL 780.132837 50.82325 \nL 780.410838 47.441701 \nL 780.480338 47.664625 \nL 780.549838 47.891729 \nL 780.688839 45.385305 \nL 780.827839 44.558551 \nL 780.89734 45.735446 \nL 780.96684 45.466259 \nL 781.175341 44.456387 \nL 781.314341 47.026617 \nL 781.522842 44.653041 \nL 781.592342 45.669902 \nL 781.661843 45.32281 \nL 781.731343 45.933729 \nL 781.800843 45.192402 \nL 781.870343 46.59688 \nL 781.939844 46.369889 \nL 782.009344 46.044803 \nL 782.078844 46.610923 \nL 782.148344 45.619453 \nL 782.217845 47.349537 \nL 782.287345 46.939023 \nL 782.356845 46.703418 \nL 782.426346 46.733407 \nL 782.495846 46.942361 \nL 782.704347 45.586859 \nL 782.843347 47.432499 \nL 783.051848 45.717536 \nL 783.260349 44.349284 \nL 783.53835 41.497401 \nL 783.67735 43.439211 \nL 783.816351 42.658503 \nL 783.885851 43.212845 \nL 783.955351 42.92547 \nL 784.094352 42.869238 \nL 784.302853 46.924531 \nL 784.441853 46.408799 \nL 784.650354 44.086941 \nL 784.928355 46.929171 \nL 785.067356 45.176568 \nL 785.136856 45.423562 \nL 785.206356 45.124367 \nL 785.275856 43.433286 \nL 785.345357 43.534186 \nL 785.553857 44.636616 \nL 785.623358 44.636616 \nL 785.692858 45.110259 \nL 785.831858 43.523563 \nL 785.901359 43.454484 \nL 786.10986 40.087203 \nL 786.17936 41.418649 \nL 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53.233884 \nL 519.089846 54.286726 \nL 519.159347 53.847798 \nL 519.228847 54.11794 \nL 519.298347 54.981191 \nL 519.506848 53.998162 \nL 519.576348 54.256781 \nL 519.645849 53.506849 \nL 519.854349 55.842201 \nL 519.92385 54.044574 \nL 519.99335 54.318464 \nL 520.06285 54.063973 \nL 520.271351 55.557901 \nL 520.340851 55.180878 \nL 520.410351 55.885024 \nL 520.479852 55.208554 \nL 520.688353 57.437233 \nL 520.757853 57.399633 \nL 520.827353 58.827706 \nL 520.966354 56.091343 \nL 521.105354 57.099076 \nL 521.174854 57.133953 \nL 521.244355 58.230816 \nL 521.452855 56.365736 \nL 521.869857 60.220725 \nL 522.078358 58.68372 \nL 522.217358 61.07875 \nL 522.495359 56.936706 \nL 522.63436 57.431314 \nL 522.912361 59.909412 \nL 522.981861 60.156934 \nL 523.120862 62.604527 \nL 523.190362 62.410492 \nL 523.259862 61.830757 \nL 523.468363 65.13951 \nL 523.607364 64.12377 \nL 523.746364 64.641512 \nL 523.815864 62.969353 \nL 523.885365 64.415637 \nL 523.954865 64.295893 \nL 524.024365 64.065656 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64.008091 \nL 529.028384 64.426849 \nL 529.097884 63.579242 \nL 529.167385 63.845301 \nL 529.306385 64.918961 \nL 529.445386 63.00635 \nL 529.653887 66.687066 \nL 529.723387 65.684982 \nL 529.862387 66.827786 \nL 529.931888 66.643734 \nL 530.001388 66.903961 \nL 530.070888 65.552788 \nL 530.140388 66.532918 \nL 530.279389 64.832609 \nL 530.348889 64.976292 \nL 530.48789 62.705156 \nL 530.765891 65.264341 \nL 530.835391 65.348014 \nL 530.904891 66.080444 \nL 530.974392 66.024023 \nL 531.113392 65.193183 \nL 531.182892 64.65896 \nL 531.252393 64.698135 \nL 531.321893 65.998906 \nL 531.391393 65.948443 \nL 531.460893 65.743689 \nL 531.599894 66.597174 \nL 531.738894 66.287671 \nL 531.947395 65.341809 \nL 532.016895 65.812604 \nL 532.155896 63.550069 \nL 532.225396 63.563385 \nL 532.503397 64.638198 \nL 532.572898 62.409794 \nL 532.642398 63.409007 \nL 532.920399 65.536075 \nL 532.989899 64.860656 \nL 533.059399 65.095947 \nL 533.1289 64.661254 \nL 533.1984 64.892207 \nL 533.2679 64.85884 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576.914066 71.305498 \nL 577.053066 69.860332 \nL 577.122567 69.77885 \nL 577.192067 69.418081 \nL 577.261567 67.873172 \nL 577.331067 67.924722 \nL 577.400568 68.662619 \nL 577.678569 64.235103 \nL 577.748069 65.866158 \nL 577.817569 65.659117 \nL 577.88707 65.762475 \nL 577.95657 65.581714 \nL 578.02607 64.945933 \nL 578.234571 66.643419 \nL 578.860073 59.667134 \nL 578.929573 60.047136 \nL 579.068574 61.272226 \nL 579.485576 62.931988 \nL 579.694076 61.537971 \nL 579.763577 62.866366 \nL 579.902577 60.777514 \nL 580.111078 62.79355 \nL 580.180578 62.698538 \nL 580.250078 63.536656 \nL 580.319579 62.796643 \nL 580.389079 64.151863 \nL 580.458579 62.787712 \nL 580.52808 63.051549 \nL 580.66708 64.324996 \nL 580.73658 63.482026 \nL 580.806081 65.175989 \nL 581.014581 62.525984 \nL 581.084082 63.137142 \nL 581.292582 60.576986 \nL 581.501083 64.262325 \nL 581.709584 62.326021 \nL 581.848585 61.630078 \nL 581.987585 59.676732 \nL 582.057085 60.064086 \nL 582.126586 59.828274 \nL 582.265586 58.564387 \nL 582.335086 58.929746 \nL 582.404587 59.656634 \nL 582.613087 56.573931 \nL 582.752088 57.574365 \nL 582.960589 54.665814 \nL 583.030089 55.778313 \nL 583.099589 55.041822 \nL 583.16909 55.403998 \nL 583.23859 55.674259 \nL 583.37759 54.164475 \nL 583.516591 54.259308 \nL 583.655591 54.040536 \nL 583.864092 55.513896 \nL 584.072593 53.551225 \nL 584.142093 53.913434 \nL 584.281094 52.733387 \nL 584.350594 53.169112 \nL 584.420094 53.065391 \nL 584.628595 51.332319 \nL 584.698095 51.10371 \nL 584.837096 48.253051 \nL 584.906596 49.266373 \nL 584.976096 48.935566 \nL 585.184597 49.778415 \nL 585.393098 52.535816 \nL 585.462598 52.507887 \nL 585.532099 52.568537 \nL 585.601599 51.448843 \nL 585.740599 52.660762 \nL 585.8796 52.085397 \nL 585.9491 52.452696 \nL 586.0186 52.028837 \nL 586.088101 52.094269 \nL 586.157601 52.056371 \nL 586.227101 52.470395 \nL 586.366102 51.207569 \nL 586.505102 52.869119 \nL 586.644103 54.486636 \nL 586.713603 53.88078 \nL 587.061104 51.271735 \nL 587.130605 49.919226 \nL 587.200105 50.834502 \nL 587.269605 50.405532 \nL 587.339105 50.048609 \nL 587.408606 50.702061 \nL 587.547606 48.960092 \nL 587.756107 50.222047 \nL 587.825607 49.1433 \nL 587.895107 49.327212 \nL 587.964608 49.273499 \nL 588.173109 50.770089 \nL 588.312109 50.69319 \nL 588.52061 54.55321 \nL 588.59011 53.185821 \nL 588.868111 56.514358 \nL 589.007112 54.081974 \nL 589.076612 54.10775 \nL 589.146112 54.557179 \nL 589.285113 52.573821 \nL 589.424113 54.916144 \nL 589.493614 54.244134 \nL 589.632614 56.677551 \nL 589.702114 56.101142 \nL 589.771615 55.507964 \nL 589.980115 58.858898 \nL 590.049616 58.142061 \nL 590.258116 60.042389 \nL 590.397117 57.631699 \nL 590.605618 62.290982 \nL 590.675118 61.866802 \nL 590.744618 61.974233 \nL 591.09212 65.062316 \nL 591.16162 64.912885 \nL 591.23112 65.301555 \nL 591.30062 65.200945 \nL 591.439621 67.683659 \nL 591.648122 66.07002 \nL 591.856623 67.322592 \nL 591.995623 64.989752 \nL 592.065123 65.093044 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597.069142 63.558003 \nL 597.138643 62.615386 \nL 597.208143 63.197691 \nL 597.277643 63.121724 \nL 597.347143 63.41504 \nL 597.416644 61.857537 \nL 597.486144 62.114807 \nL 597.555644 62.480244 \nL 597.625144 60.89605 \nL 597.694645 61.636528 \nL 597.764145 62.317746 \nL 597.833645 62.190899 \nL 597.903145 62.504734 \nL 597.972646 62.156576 \nL 598.042146 63.515688 \nL 598.111646 63.133364 \nL 598.389647 65.572687 \nL 598.528648 65.36729 \nL 598.598148 65.437111 \nL 598.667648 65.210943 \nL 598.737149 66.407232 \nL 598.806649 65.769553 \nL 598.945649 64.977878 \nL 599.22365 68.914106 \nL 599.362651 69.044446 \nL 599.501652 70.206646 \nL 599.571152 70.067299 \nL 599.640652 70.130556 \nL 599.849153 71.792508 \nL 599.918653 70.481234 \nL 599.988153 70.526865 \nL 600.057654 70.917626 \nL 600.335655 68.838617 \nL 600.405155 69.738414 \nL 600.474655 69.687569 \nL 600.544155 69.212566 \nL 600.683156 71.790854 \nL 600.752656 71.620398 \nL 600.891657 71.194663 \nL 601.030657 69.41275 \nL 601.169658 69.544214 \nL 601.447659 71.392821 \nL 601.517159 71.013775 \nL 601.586659 71.633271 \nL 601.65616 71.001969 \nL 601.79516 72.465389 \nL 601.934161 71.166582 \nL 602.003661 72.084118 \nL 602.073161 71.695286 \nL 602.142662 71.695286 \nL 602.351162 70.966891 \nL 602.559663 72.604435 \nL 602.629163 71.955055 \nL 602.907164 68.188819 \nL 602.976665 67.884052 \nL 603.046165 68.350391 \nL 603.185165 70.363799 \nL 603.463167 70.109393 \nL 603.671667 72.517728 \nL 603.880168 70.433351 \nL 603.949668 68.365534 \nL 604.158169 71.513592 \nL 604.227669 71.520472 \nL 604.36667 71.169001 \nL 604.43617 71.506366 \nL 604.505671 72.950631 \nL 604.575171 71.92049 \nL 604.644671 72.461356 \nL 604.714171 72.744094 \nL 604.783672 71.866502 \nL 604.853172 72.163005 \nL 604.922672 71.648645 \nL 604.992172 72.28635 \nL 605.061673 71.554047 \nL 605.270173 74.62746 \nL 605.756675 69.199679 \nL 605.826176 69.364165 \nL 605.895676 69.238737 \nL 605.965176 67.564077 \nL 606.034676 67.891481 \nL 606.104177 67.238086 \nL 606.173677 67.979942 \nL 606.243177 66.575249 \nL 606.382178 68.161602 \nL 606.521178 64.990607 \nL 606.590678 65.588751 \nL 606.660179 65.534997 \nL 606.868679 63.54058 \nL 606.93818 63.589069 \nL 607.00768 64.303894 \nL 607.07718 64.124173 \nL 607.702683 59.875454 \nL 607.772183 60.23437 \nL 607.841683 59.311765 \nL 607.980684 59.953474 \nL 608.050184 60.084564 \nL 608.189184 57.861833 \nL 608.328185 58.454859 \nL 608.397685 57.508483 \nL 608.467186 58.22749 \nL 608.606186 56.655828 \nL 608.745187 57.913262 \nL 608.814687 57.374021 \nL 608.884187 58.130582 \nL 608.953687 57.761246 \nL 609.092688 58.454376 \nL 609.162188 57.409024 \nL 609.231688 57.698377 \nL 609.509689 56.314126 \nL 609.57919 56.271256 \nL 609.64869 55.283892 \nL 609.787691 56.455658 \nL 610.274192 52.466039 \nL 610.482693 53.374146 \nL 610.552193 53.235145 \nL 610.621694 53.343035 \nL 610.691194 53.24939 \nL 610.830195 54.245916 \nL 610.899695 54.184793 \nL 611.038695 53.800212 \nL 611.247196 54.04616 \nL 611.525197 53.068901 \nL 611.872698 57.931824 \nL 612.011699 56.016545 \nL 612.1507 56.70567 \nL 612.2202 56.550379 \nL 612.2897 56.427008 \nL 612.428701 56.845607 \nL 612.637201 56.280647 \nL 612.706702 56.707872 \nL 612.776202 56.469867 \nL 612.845702 56.764511 \nL 612.984703 54.969138 \nL 613.054203 55.706635 \nL 613.123703 55.315709 \nL 613.262704 54.76785 \nL 613.540705 57.501937 \nL 613.610205 58.133509 \nL 613.679705 57.475953 \nL 613.749206 57.91309 \nL 613.888206 56.825802 \nL 613.957706 57.67238 \nL 614.027207 57.649969 \nL 614.096707 57.543431 \nL 614.305208 59.119165 \nL 614.374708 58.902376 \nL 614.513708 61.839977 \nL 614.652709 60.960564 \nL 614.722209 61.187753 \nL 614.93071 58.487566 \nL 615.00021 58.76954 \nL 615.139211 57.775523 \nL 615.347712 59.930694 \nL 615.417212 59.22748 \nL 615.486712 61.346456 \nL 615.556212 61.171458 \nL 615.625713 61.289995 \nL 615.695213 61.068827 \nL 615.764713 60.435683 \nL 615.903714 61.150728 \nL 616.042714 59.909088 \nL 616.181715 61.236977 \nL 616.251215 60.634047 \nL 616.320715 61.773422 \nL 616.529216 59.02822 \nL 616.668217 57.27476 \nL 616.946218 54.970421 \nL 617.015718 55.134043 \nL 617.085218 54.267583 \nL 617.224219 56.446423 \nL 617.293719 56.200232 \nL 617.43272 54.564946 \nL 617.57172 54.458978 \nL 617.64122 54.867943 \nL 617.710721 54.69943 \nL 617.849721 53.062727 \nL 617.919221 53.190498 \nL 617.988722 54.121072 \nL 618.058222 53.044402 \nL 618.266723 54.565915 \nL 618.405723 53.487516 \nL 618.475224 54.348382 \nL 618.683724 50.832839 \nL 618.753225 50.93924 \nL 618.822725 51.187989 \nL 618.892225 51.158868 \nL 619.031226 50.079911 \nL 619.100726 50.607225 \nL 619.170226 49.123416 \nL 619.239726 49.600821 \nL 619.309227 49.970892 \nL 619.378727 49.620113 \nL 619.448227 50.858116 \nL 619.517727 50.553107 \nL 619.587228 49.62624 \nL 619.795729 51.396741 \nL 619.865229 51.286564 \nL 619.934729 51.695126 \nL 620.004229 50.768622 \nL 620.14323 52.157002 \nL 620.21273 51.647251 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624.452246 42.946065 \nL 624.521746 43.052023 \nL 624.591247 43.581429 \nL 624.938748 40.617837 \nL 625.008248 40.904626 \nL 625.077749 42.108058 \nL 625.147249 40.5598 \nL 625.216749 42.00425 \nL 625.286249 41.862855 \nL 625.703251 39.146858 \nL 625.772751 40.273065 \nL 625.842251 40.075581 \nL 625.981252 39.785623 \nL 626.189753 35.590934 \nL 626.259253 34.235368 \nL 626.328753 35.38529 \nL 626.398254 35.3076 \nL 626.467754 34.953567 \nL 626.537254 35.180605 \nL 626.745755 37.038182 \nL 626.954256 34.732088 \nL 627.093256 35.609223 \nL 627.232257 34.177284 \nL 627.301757 34.606831 \nL 627.649258 36.632521 \nL 627.718759 36.228526 \nL 627.788259 37.097253 \nL 627.857759 36.571111 \nL 627.99676 37.49975 \nL 628.06626 37.164508 \nL 628.13576 37.268524 \nL 628.20526 37.44309 \nL 628.274761 36.907912 \nL 628.552762 38.635946 \nL 628.622262 38.49918 \nL 628.761263 37.176642 \nL 628.830763 36.931978 \nL 628.969763 35.213505 \nL 629.178264 37.160259 \nL 629.247764 37.485595 \nL 629.386765 36.13507 \nL 629.456265 36.204815 \nL 629.595266 36.78091 \nL 629.664766 35.787914 \nL 629.873267 38.206943 \nL 630.012267 35.871783 \nL 630.081768 36.494978 \nL 630.290268 34.51036 \nL 630.359769 33.14918 \nL 630.429269 33.979566 \nL 630.498769 33.887004 \nL 630.63777 34.140665 \nL 630.70727 34.587212 \nL 630.77677 34.427034 \nL 630.84627 34.357965 \nL 630.915771 33.589076 \nL 630.985271 33.903013 \nL 631.054771 34.658197 \nL 631.193772 33.423385 \nL 631.332772 34.294818 \nL 631.402273 34.406364 \nL 631.541273 32.782116 \nL 631.610773 34.539561 \nL 631.749774 32.099594 \nL 631.888774 32.673211 \nL 631.958275 30.692161 \nL 632.166775 33.291172 \nL 632.236276 33.217481 \nL 632.444777 36.085743 \nL 632.514277 35.712267 \nL 632.722778 33.474529 \nL 632.792278 32.126766 \nL 632.861778 32.666222 \nL 632.931278 33.486057 \nL 633.000779 32.904878 \nL 633.070279 33.100554 \nL 633.27878 34.353635 \nL 633.34828 32.458287 \nL 633.41778 32.597711 \nL 633.556781 34.459942 \nL 633.695781 32.840984 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639.116802 42.915926 \nL 639.325303 44.797796 \nL 639.394803 44.359084 \nL 639.603304 45.756785 \nL 639.672804 44.807666 \nL 639.881305 46.461502 \nL 640.020305 43.9675 \nL 640.089806 44.976498 \nL 640.159306 44.958341 \nL 640.228806 44.166084 \nL 640.298306 44.54934 \nL 640.367807 44.600649 \nL 640.576307 46.635148 \nL 640.715308 44.77881 \nL 640.784808 45.170626 \nL 640.923809 45.959345 \nL 640.993309 45.703311 \nL 641.062809 46.107227 \nL 641.27131 43.34277 \nL 641.410311 46.191619 \nL 641.479811 44.665329 \nL 641.688312 47.043398 \nL 641.757812 47.028077 \nL 641.966313 48.700886 \nL 642.035813 48.759676 \nL 642.105313 48.629616 \nL 642.313814 45.698918 \nL 642.522315 47.228749 \nL 642.730816 45.562418 \nL 642.869816 45.179725 \nL 642.939316 45.503213 \nL 643.008817 47.577308 \nL 643.078317 47.302515 \nL 643.147817 46.495784 \nL 643.217317 46.957931 \nL 643.286818 46.320961 \nL 643.425818 48.475644 \nL 643.564819 47.823059 \nL 643.634319 46.397833 \nL 643.91232 49.688461 \nL 644.051321 47.900953 \nL 644.120821 48.050806 \nL 644.190321 48.86105 \nL 644.398822 46.786851 \nL 644.468322 48.559815 \nL 644.537822 47.900076 \nL 644.607323 48.402811 \nL 644.676823 47.275681 \nL 644.885324 48.721526 \nL 644.954824 48.577952 \nL 645.024324 48.892615 \nL 645.093825 48.776807 \nL 645.163325 48.715908 \nL 645.232825 49.662548 \nL 645.371826 47.057202 \nL 645.441326 47.171522 \nL 645.510826 48.061373 \nL 645.580326 47.212391 \nL 645.788827 50.58293 \nL 645.858327 49.99338 \nL 645.997328 52.148525 \nL 646.066828 51.727201 \nL 646.136328 52.364258 \nL 646.205829 51.878499 \nL 646.275329 52.711441 \nL 646.344829 51.471945 \nL 646.41433 52.378899 \nL 646.48383 51.314116 \nL 646.62283 52.205615 \nL 646.761831 50.968248 \nL 646.831331 51.09897 \nL 647.109332 50.207851 \nL 647.178832 50.38509 \nL 647.317833 48.155033 \nL 647.387333 48.349881 \nL 647.456833 49.560108 \nL 647.526334 49.067115 \nL 647.595834 48.665866 \nL 647.665334 49.267702 \nL 647.873835 48.347947 \nL 647.943335 48.193867 \nL 648.221336 46.509821 \nL 648.290837 46.491309 \nL 648.360337 44.67283 \nL 648.499337 47.064675 \nL 648.568838 47.057852 \nL 648.638338 46.678162 \nL 648.707838 45.55329 \nL 648.777338 47.064716 \nL 648.846839 46.994271 \nL 648.916339 46.281439 \nL 648.985839 47.460366 \nL 649.12484 46.019545 \nL 649.19434 47.436461 \nL 649.680842 40.738877 \nL 650.028343 42.55971 \nL 650.097843 41.900478 \nL 650.167344 42.373231 \nL 650.375845 40.190234 \nL 650.723346 43.192974 \nL 650.792846 43.103857 \nL 651.001347 42.520034 \nL 651.140347 41.214163 \nL 651.418348 39.978382 \nL 651.487849 40.726362 \nL 651.557349 40.347714 \nL 651.90485 43.321344 \nL 652.043851 42.988923 \nL 652.182851 41.840178 \nL 652.252352 42.010945 \nL 652.391352 41.385783 \nL 652.530353 41.674659 \nL 652.599853 40.934949 \nL 652.669353 41.307826 \nL 652.877854 42.462906 \nL 653.086355 40.143518 \nL 653.294856 41.635887 \nL 653.364356 41.162373 \nL 653.433856 40.648025 \nL 653.503356 40.880761 \nL 653.572857 41.036951 \nL 653.642357 40.458764 \nL 653.711857 40.773253 \nL 653.781357 41.118729 \nL 653.850858 41.058552 \nL 653.989858 39.959576 \nL 654.198359 42.012975 \nL 654.267859 41.171014 \nL 654.40686 42.609726 \nL 654.47636 42.377523 \nL 654.54586 42.668925 \nL 654.615361 41.275384 \nL 654.684861 41.291386 \nL 654.754361 41.096475 \nL 654.823861 41.725768 \nL 655.032362 39.691107 \nL 655.101862 40.581258 \nL 655.588364 35.612148 \nL 655.657865 37.238473 \nL 655.727365 37.225016 \nL 655.866365 39.141068 \nL 655.935866 38.515435 \nL 656.074866 35.862813 \nL 656.283367 37.743486 \nL 656.352867 36.429185 \nL 656.422367 36.876417 \nL 656.491868 37.01849 \nL 656.561368 37.490141 \nL 656.769869 35.578559 \nL 656.908869 36.982162 \nL 656.97837 36.132346 \nL 657.18687 40.562488 \nL 657.603872 37.603761 \nL 657.673372 37.717553 \nL 657.742872 37.717553 \nL 657.881873 36.955112 \nL 658.090374 40.077261 \nL 658.159874 37.865 \nL 658.229374 38.078842 \nL 658.298875 39.238038 \nL 658.368375 37.641436 \nL 658.437875 37.798385 \nL 658.576876 39.997359 \nL 658.715876 38.611341 \nL 658.785376 38.697815 \nL 658.854877 38.755046 \nL 658.993877 35.398296 \nL 659.063378 35.643537 \nL 659.271878 37.652792 \nL 659.341379 37.416844 \nL 659.410879 36.30867 \nL 659.480379 36.570499 \nL 659.549879 36.852803 \nL 659.61938 36.061494 \nL 659.897381 37.864695 \nL 659.966881 37.196301 \nL 660.036381 37.714129 \nL 660.105881 36.207371 \nL 660.175382 36.337478 \nL 660.314382 36.741389 \nL 660.383883 36.73099 \nL 660.522883 34.574357 \nL 660.592383 33.743671 \nL 660.731384 36.158856 \nL 660.800884 35.98804 \nL 660.870384 34.467403 \nL 660.939885 34.928397 \nL 661.078885 36.041056 \nL 661.148385 35.868186 \nL 661.287386 35.647251 \nL 661.426386 36.678421 \nL 661.495887 35.879521 \nL 661.565387 36.550194 \nL 661.773888 33.369699 \nL 661.843388 33.570753 \nL 661.912888 34.174698 \nL 662.051889 33.023214 \nL 662.26039 35.510818 \nL 662.32989 35.834587 \nL 662.39939 34.425355 \nL 662.46889 35.51565 \nL 662.538391 35.237664 \nL 662.677391 33.922574 \nL 662.816392 33.704938 \nL 662.885892 33.79481 \nL 663.163893 31.404448 \nL 663.441894 32.327318 \nL 663.580895 30.415266 \nL 663.650395 30.480733 \nL 663.789395 29.793925 \nL 663.928396 31.525687 \nL 664.067396 29.954401 \nL 664.136897 31.204035 \nL 664.206397 30.609789 \nL 664.275897 30.708705 \nL 664.484398 31.51207 \nL 664.553898 31.573023 \nL 664.623399 32.086482 \nL 664.692899 31.242029 \nL 664.9709 32.993343 \nL 665.0404 33.207212 \nL 665.179401 30.627607 \nL 665.248901 31.135897 \nL 665.318401 32.126622 \nL 665.457402 30.937507 \nL 665.526902 31.010152 \nL 665.665903 29.901777 \nL 665.943904 32.55362 \nL 666.082904 31.337556 \nL 666.152404 31.608522 \nL 666.221905 31.513681 \nL 666.430405 30.991415 \nL 666.499906 31.149105 \nL 666.708407 30.320943 \nL 666.777907 31.490527 \nL 666.847407 31.08125 \nL 666.916907 30.45685 \nL 666.986408 30.472113 \nL 667.055908 30.642578 \nL 667.264409 28.356182 \nL 667.403409 26.134585 \nL 667.472909 26.58897 \nL 667.54241 26.900016 \nL 667.61191 26.658587 \nL 667.68141 25.550928 \nL 667.75091 26.082696 \nL 667.889911 25.979126 \nL 667.959411 26.618314 \nL 668.098412 26.193486 \nL 668.167912 26.331006 \nL 668.306913 29.5772 \nL 668.515413 27.129437 \nL 668.584914 27.777774 \nL 668.654414 27.50583 \nL 668.932415 30.004819 \nL 669.071415 30.601731 \nL 669.140916 29.858187 \nL 669.210416 31.076635 \nL 669.279916 31.01478 \nL 669.349417 30.977554 \nL 669.418917 30.780842 \nL 669.696918 28.632896 \nL 669.766418 28.180991 \nL 669.835918 29.315352 \nL 669.905419 28.049915 \nL 670.113919 31.573703 \nL 670.39192 34.232912 \nL 670.461421 33.126942 \nL 670.530921 34.435787 \nL 670.600421 34.307562 \nL 670.669922 34.487701 \nL 670.739422 34.336014 \nL 670.878422 34.613928 \nL 670.947923 33.885644 \nL 671.086923 35.589717 \nL 671.156423 34.136092 \nL 671.225924 34.583894 \nL 671.295424 34.437614 \nL 671.434424 35.646203 \nL 671.503925 34.691106 \nL 671.573425 35.159461 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676.299443 35.395923 \nL 676.368943 37.122727 \nL 676.438443 36.592983 \nL 676.507944 36.827277 \nL 676.716444 33.703992 \nL 676.785945 34.177818 \nL 676.994446 31.918681 \nL 677.063946 32.190524 \nL 677.133446 31.773812 \nL 677.202946 31.935158 \nL 677.341947 31.501262 \nL 677.480947 30.517885 \nL 677.619948 32.779193 \nL 677.689448 31.928319 \nL 677.828449 32.810064 \nL 677.897949 30.753746 \nL 677.967449 30.962317 \nL 678.036949 30.451932 \nL 678.10645 30.747249 \nL 678.314951 33.250982 \nL 678.384451 33.419497 \nL 678.592952 30.939473 \nL 678.662452 31.535435 \nL 678.731952 29.207696 \nL 678.801452 29.44668 \nL 678.870953 29.66198 \nL 678.940453 28.394331 \nL 679.009953 29.582287 \nL 679.079453 29.490787 \nL 679.148954 29.737227 \nL 679.218454 28.997732 \nL 679.426955 30.786266 \nL 679.496455 30.779477 \nL 679.704956 32.446575 \nL 679.774456 32.467008 \nL 679.843956 31.44831 \nL 679.913457 31.940325 \nL 679.982957 31.940325 \nL 680.121957 30.326622 \nL 680.191458 30.385038 \nL 680.330458 32.104064 \nL 680.469459 30.499974 \nL 680.538959 30.463796 \nL 680.67796 31.228152 \nL 680.74746 31.03007 \nL 680.81696 32.109578 \nL 680.88646 31.823913 \nL 680.955961 30.824014 \nL 681.025461 31.290163 \nL 681.372962 28.851371 \nL 681.442462 29.421352 \nL 681.511963 30.270662 \nL 681.581463 29.871973 \nL 681.650963 29.829412 \nL 681.789964 31.637748 \nL 681.859464 31.546026 \nL 681.928964 31.672682 \nL 681.998465 31.586535 \nL 682.415466 37.352855 \nL 682.554467 35.613516 \nL 682.623967 37.529291 \nL 682.693467 37.205937 \nL 682.762967 37.378339 \nL 682.971468 34.539773 \nL 683.040968 34.450062 \nL 683.110469 33.883891 \nL 683.179969 34.206685 \nL 683.249469 34.180895 \nL 683.31897 32.59263 \nL 683.38847 33.18104 \nL 683.45797 32.739027 \nL 683.52747 32.903961 \nL 683.735971 34.693631 \nL 683.805471 34.9674 \nL 683.874972 34.04994 \nL 684.083472 37.588253 \nL 684.152973 37.717051 \nL 684.222473 36.980973 \nL 684.361473 38.701834 \nL 684.430974 37.854289 \nL 684.500474 37.930775 \nL 684.639475 36.003981 \nL 684.708975 33.930935 \nL 684.778475 35.734789 \nL 684.847975 34.862175 \nL 684.917476 34.911258 \nL 684.986976 34.228469 \nL 685.056476 34.712975 \nL 685.334477 31.678399 \nL 685.473478 31.079727 \nL 685.542978 31.079727 \nL 685.612478 30.932349 \nL 685.681978 29.479373 \nL 685.820979 31.042531 \nL 685.890479 31.375217 \nL 686.09898 33.981737 \nL 686.237981 32.809032 \nL 686.307481 32.869772 \nL 686.376981 32.802007 \nL 686.446481 32.188393 \nL 686.515982 32.784059 \nL 686.585482 32.519977 \nL 686.654982 32.665292 \nL 686.793983 33.903874 \nL 686.863483 32.555523 \nL 687.071984 36.79931 \nL 687.141484 37.505024 \nL 687.558486 34.512374 \nL 687.766986 37.530598 \nL 687.836487 37.096997 \nL 687.905987 37.34324 \nL 687.975487 37.775318 \nL 688.044987 37.52169 \nL 688.183988 36.652001 \nL 688.322989 37.628998 \nL 688.392489 36.940164 \nL 688.73999 39.859274 \nL 688.948491 37.468857 \nL 689.017991 36.902076 \nL 689.087491 37.345246 \nL 689.156992 35.454692 \nL 689.226492 36.299455 \nL 689.295992 37.861605 \nL 689.365492 36.99709 \nL 689.434993 37.001651 \nL 689.504493 38.027687 \nL 689.573993 37.978009 \nL 689.643494 38.141699 \nL 689.712994 37.447725 \nL 689.782494 37.46489 \nL 689.851994 37.347107 \nL 690.060495 38.59694 \nL 690.129995 38.739119 \nL 690.199496 39.718246 \nL 690.477497 37.598461 \nL 690.546997 37.30499 \nL 690.616497 36.517106 \nL 690.685997 38.834838 \nL 690.755498 38.09723 \nL 690.963999 37.280745 \nL 691.102999 36.974365 \nL 691.172499 37.48723 \nL 691.242 37.241127 \nL 691.381 36.775408 \nL 691.4505 36.810756 \nL 691.798002 38.874039 \nL 691.937002 40.167235 \nL 692.006502 39.037532 \nL 692.076003 39.740415 \nL 692.215003 38.361317 \nL 692.354004 38.209668 \nL 692.423504 36.647547 \nL 692.493004 37.03166 \nL 692.701505 35.486727 \nL 692.771005 35.55408 \nL 692.840506 35.890612 \nL 692.979506 37.377764 \nL 693.049006 37.4649 \nL 693.118507 37.077813 \nL 693.188007 37.149747 \nL 693.257507 38.589236 \nL 693.327008 37.758846 \nL 693.396508 38.758395 \nL 693.466008 38.553384 \nL 693.535508 37.983301 \nL 693.674509 39.312151 \nL 693.813509 39.02815 \nL 693.88301 39.155923 \nL 694.02201 40.872251 \nL 694.09151 42.548283 \nL 694.161011 42.067436 \nL 694.230511 42.281786 \nL 694.300011 41.72888 \nL 694.508512 43.294962 \nL 694.578012 43.105447 \nL 694.647513 44.062263 \nL 694.717013 43.935822 \nL 694.856013 43.930087 \nL 695.064514 43.533234 \nL 695.134014 43.325671 \nL 695.342515 39.644062 \nL 695.481516 41.404519 \nL 695.551016 40.559472 \nL 695.620516 40.921215 \nL 695.829017 42.777836 \nL 695.968018 42.498896 \nL 696.107018 40.414806 \nL 696.454519 42.437694 \nL 696.52402 41.740509 \nL 696.59352 42.486049 \nL 696.73252 40.528808 \nL 696.802021 41.211304 \nL 696.871521 41.609676 \nL 697.010521 40.231964 \nL 697.080022 39.100034 \nL 697.149522 39.774483 \nL 697.219022 40.030983 \nL 697.358023 38.182365 \nL 697.427523 38.66522 \nL 697.497023 38.60863 \nL 697.566524 39.903267 \nL 697.636024 39.409412 \nL 697.705524 40.133644 \nL 697.914025 39.169389 \nL 697.983525 39.0766 \nL 698.053025 39.63685 \nL 698.122526 38.660021 \nL 698.261526 39.586389 \nL 698.331026 39.48675 \nL 698.470027 40.16024 \nL 698.609028 37.647358 \nL 698.678528 38.051736 \nL 698.748028 37.480038 \nL 698.817528 38.264685 \nL 698.887029 37.642381 \nL 699.026029 38.401429 \nL 699.16503 37.302142 \nL 699.30403 38.117691 \nL 699.582031 35.392434 \nL 699.651531 34.141932 \nL 699.721032 34.607314 \nL 699.790532 35.808607 \nL 699.860032 35.07009 \nL 699.929533 35.794352 \nL 699.999033 35.70711 \nL 700.068533 35.397706 \nL 700.207534 36.606053 \nL 700.277034 38.811638 \nL 700.346534 37.88675 \nL 700.416034 37.237219 \nL 700.485535 38.250921 \nL 700.555035 38.043509 \nL 700.624535 37.373085 \nL 700.833036 38.816002 \nL 700.902536 39.953129 \nL 700.972037 39.946418 \nL 701.180537 38.193552 \nL 701.250038 38.303395 \nL 701.319538 39.4477 \nL 701.458538 37.131041 \nL 701.528039 37.189265 \nL 701.597539 36.984051 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706.879559 38.923281 \nL 706.949059 38.822851 \nL 707.018559 38.953928 \nL 707.08806 38.614991 \nL 707.15756 38.690916 \nL 707.22706 39.967993 \nL 707.296561 39.032165 \nL 707.366061 39.385166 \nL 707.644062 38.21923 \nL 707.713562 37.694969 \nL 707.852563 38.386236 \nL 707.922063 37.343023 \nL 707.991563 38.181521 \nL 708.200064 36.740426 \nL 708.269564 37.373584 \nL 708.408565 36.082091 \nL 708.547565 37.235033 \nL 708.617066 37.175264 \nL 708.686566 37.229118 \nL 708.756066 37.452236 \nL 708.825566 36.82786 \nL 708.895067 37.178047 \nL 709.034067 38.015293 \nL 709.103567 38.792031 \nL 709.173068 38.732525 \nL 709.242568 38.158912 \nL 709.312068 38.531888 \nL 709.381568 38.487757 \nL 709.451069 40.318595 \nL 709.520569 39.832006 \nL 709.79857 43.02037 \nL 709.86807 42.628658 \nL 710.076571 39.870746 \nL 710.215572 40.908096 \nL 710.354572 39.398822 \nL 710.424072 39.65974 \nL 710.632573 38.831932 \nL 710.841074 40.420981 \nL 710.910574 40.766411 \nL 711.119075 37.569836 \nL 711.188575 38.884459 \nL 711.258076 38.1397 \nL 711.536077 36.782843 \nL 711.675077 38.588464 \nL 711.814078 36.994991 \nL 711.883578 37.63543 \nL 711.953078 37.48917 \nL 712.022578 37.498856 \nL 712.092079 37.844119 \nL 712.231079 36.312238 \nL 712.300579 36.557526 \nL 712.37008 35.505259 \nL 712.43958 35.705271 \nL 712.50908 36.651363 \nL 712.578581 36.543946 \nL 712.995582 31.642559 \nL 713.065082 31.685283 \nL 713.134583 32.37763 \nL 713.204083 31.755826 \nL 713.412584 33.484394 \nL 713.482084 32.540605 \nL 713.760085 35.82582 \nL 713.968586 34.97385 \nL 714.107586 36.504931 \nL 714.177087 36.011379 \nL 714.385587 36.738846 \nL 714.455088 36.255949 \nL 714.594088 37.903164 \nL 714.663588 37.327727 \nL 714.733089 37.485222 \nL 714.802589 37.010842 \nL 714.872089 38.797622 \nL 714.94159 37.874446 \nL 715.01109 39.340677 \nL 715.08059 38.297786 \nL 715.15009 38.781291 \nL 715.219591 38.721039 \nL 715.497592 40.890012 \nL 715.567092 39.858838 \nL 715.775593 43.085795 \nL 715.984093 42.552717 \nL 716.123094 44.708539 \nL 716.192594 43.994128 \nL 716.401095 46.107615 \nL 716.470595 45.709985 \nL 716.679096 43.574717 \nL 716.818097 44.847563 \nL 716.887597 44.585917 \nL 716.957097 46.581826 \nL 717.026597 45.7963 \nL 717.165598 46.462059 \nL 717.235098 45.638497 \nL 717.374099 48.551406 \nL 717.443599 48.406691 \nL 717.513099 47.556454 \nL 717.5826 47.620154 \nL 717.6521 48.404118 \nL 717.7216 47.99561 \nL 717.7911 48.131434 \nL 717.860601 46.707215 \nL 717.930101 47.333763 \nL 718.277602 50.012301 \nL 718.347102 49.737602 \nL 718.486103 48.4997 \nL 718.555603 49.609316 \nL 718.764104 46.703306 \nL 718.833604 47.13149 \nL 718.903105 47.13149 \nL 718.972605 48.453857 \nL 719.042105 48.100881 \nL 719.111605 48.095156 \nL 719.181106 47.036453 \nL 719.250606 47.50257 \nL 719.389606 46.794908 \nL 719.528607 48.056377 \nL 719.598107 47.949263 \nL 719.667607 48.554131 \nL 719.737108 50.608627 \nL 719.806608 49.711927 \nL 720.36261 52.629368 \nL 720.710111 50.638659 \nL 720.779612 51.811978 \nL 720.849112 51.108347 \nL 720.918612 50.389981 \nL 721.127113 52.150113 \nL 721.196613 51.612963 \nL 721.335614 49.313465 \nL 721.405114 49.373464 \nL 721.474614 49.122426 \nL 721.891616 53.801831 \nL 721.961116 53.315387 \nL 722.030616 51.839178 \nL 722.100117 52.668486 \nL 722.169617 52.181604 \nL 722.308617 50.349041 \nL 722.378118 50.665247 \nL 722.725619 48.43739 \nL 722.795119 49.385207 \nL 722.86462 49.289528 \nL 722.93412 48.843033 \nL 723.142621 50.723465 \nL 723.281621 48.704189 \nL 723.351121 48.975245 \nL 723.629122 46.766185 \nL 723.698623 47.19083 \nL 723.768123 46.668097 \nL 724.046124 48.168273 \nL 724.324125 43.830666 \nL 724.463126 44.011157 \nL 724.602126 43.579002 \nL 724.810627 41.832752 \nL 724.880127 41.7793 \nL 725.019128 42.666147 \nL 725.088628 41.759867 \nL 725.158128 42.289925 \nL 725.366629 43.729855 \nL 725.436129 43.676085 \nL 725.64463 44.842883 \nL 725.71413 44.715654 \nL 725.853131 41.815098 \nL 725.922631 42.117319 \nL 725.992131 42.066051 \nL 726.131132 39.096106 \nL 726.270132 39.437074 \nL 726.548134 42.025672 \nL 726.617634 40.926511 \nL 726.687134 41.92747 \nL 726.756634 41.266613 \nL 726.895635 43.024558 \nL 726.965135 42.517539 \nL 727.034635 42.979815 \nL 727.312636 40.026307 \nL 727.382137 39.705293 \nL 727.451637 41.155357 \nL 727.521137 40.336301 \nL 727.799138 42.745444 \nL 727.938139 42.904689 \nL 728.007639 45.445198 \nL 728.077139 44.954701 \nL 728.14664 45.159698 \nL 728.28564 44.691098 \nL 728.35514 44.855413 \nL 728.424641 45.43363 \nL 728.494141 44.827361 \nL 728.702642 47.049174 \nL 728.911143 45.050445 \nL 729.050143 46.242327 \nL 729.119643 46.224383 \nL 729.189144 45.028462 \nL 729.328144 46.112942 \nL 729.397644 46.420282 \nL 729.606145 49.226471 \nL 729.745146 47.141099 \nL 729.814646 47.391363 \nL 729.884146 47.373676 \nL 730.023147 48.42879 \nL 730.162147 47.732117 \nL 730.370648 49.419508 \nL 730.440148 48.31316 \nL 730.509649 48.585979 \nL 730.718149 50.226988 \nL 730.78765 50.210502 \nL 730.92665 48.863275 \nL 730.99615 49.672299 \nL 731.065651 48.962073 \nL 731.135151 49.131376 \nL 731.343652 49.997122 \nL 731.552153 50.493398 \nL 731.621653 50.024006 \nL 731.691153 50.123622 \nL 731.760653 50.356266 \nL 732.038654 52.943564 \nL 732.108155 53.175165 \nL 732.177655 54.013665 \nL 732.247155 53.626924 \nL 732.386156 51.588099 \nL 732.455656 51.672316 \nL 732.525156 51.872689 \nL 732.594656 51.54401 \nL 732.733657 54.10043 \nL 732.942158 52.013157 \nL 733.011658 51.762716 \nL 733.150659 49.051466 \nL 733.220159 49.989299 \nL 733.289659 51.151101 \nL 733.359159 50.96158 \nL 733.42866 50.815224 \nL 733.49816 52.122405 \nL 733.56766 50.298739 \nL 733.63716 51.324467 \nL 733.915161 52.44677 \nL 733.984662 52.021157 \nL 734.123662 53.237071 \nL 734.193163 52.730774 \nL 734.262663 54.636038 \nL 734.332163 54.182368 \nL 734.401663 54.01361 \nL 734.540664 53.249503 \nL 734.610164 55.326041 \nL 734.679664 54.089445 \nL 734.749165 54.011505 \nL 734.818665 52.694563 \nL 734.888165 52.928252 \nL 734.957665 53.150629 \nL 735.096666 51.355966 \nL 735.235667 51.725036 \nL 735.305167 51.087817 \nL 735.444167 53.325249 \nL 735.513668 53.202612 \nL 735.583168 53.202612 \nL 735.791669 55.171358 \nL 736.06967 58.257223 \nL 736.13917 58.867387 \nL 736.695172 54.311066 \nL 736.834173 54.728853 \nL 736.903673 54.082207 \nL 736.973173 54.520257 \nL 737.042673 54.415793 \nL 737.112174 54.002577 \nL 737.181674 54.703857 \nL 737.459675 52.155548 \nL 737.668176 53.765945 \nL 737.807176 53.359988 \nL 737.876677 53.560386 \nL 738.085177 50.983249 \nL 738.224178 51.542444 \nL 738.363178 49.681656 \nL 738.571679 50.910524 \nL 738.641179 50.984653 \nL 738.71068 51.616237 \nL 738.78018 50.737648 \nL 738.84968 51.64324 \nL 739.058181 49.84609 \nL 739.127681 49.329786 \nL 739.197182 49.828802 \nL 739.266682 49.091304 \nL 739.405682 46.528652 \nL 739.544683 48.382072 \nL 739.892184 44.639419 \nL 739.961684 44.338899 \nL 740.100685 45.978553 \nL 740.170185 45.886212 \nL 740.239685 45.89759 \nL 740.309186 45.777179 \nL 740.378686 44.736359 \nL 740.448186 45.14568 \nL 740.517687 45.210313 \nL 740.656687 46.289837 \nL 740.726187 46.07302 \nL 741.004188 40.940498 \nL 741.143189 40.674799 \nL 741.282189 37.364028 \nL 741.35169 36.943001 \nL 741.42119 37.033606 \nL 741.49069 37.70631 \nL 741.560191 36.83958 \nL 741.629691 36.919463 \nL 741.768691 38.12872 \nL 741.838192 38.093614 \nL 741.907692 37.768341 \nL 742.046692 36.542591 \nL 742.463694 40.460213 \nL 742.533194 40.040462 \nL 742.602694 40.205965 \nL 742.672195 41.018424 \nL 742.741695 40.365726 \nL 742.811195 40.896207 \nL 742.880696 40.168369 \nL 742.950196 41.448894 \nL 743.019696 40.639607 \nL 743.089196 41.772552 \nL 743.367197 38.326352 \nL 743.575698 36.385622 \nL 743.714699 39.426419 \nL 743.784199 39.223201 \nL 743.853699 37.278806 \nL 743.923199 37.620325 \nL 743.9927 38.103974 \nL 744.0622 37.946283 \nL 744.1317 38.210457 \nL 744.270701 37.619761 \nL 744.409701 39.21859 \nL 744.479202 39.179499 \nL 744.618202 37.559094 \nL 744.687702 37.721734 \nL 744.757203 37.691062 \nL 745.382705 46.696092 \nL 745.591206 43.889437 \nL 745.730206 44.631161 \nL 745.799707 44.667089 \nL 745.869207 43.628324 \nL 745.938707 45.884632 \nL 746.147208 43.295567 \nL 746.216708 43.630364 \nL 746.425209 41.873126 \nL 746.494709 44.334623 \nL 746.564209 41.474321 \nL 746.63371 42.438001 \nL 746.70321 42.438001 \nL 746.77271 42.186688 \nL 747.050711 39.53612 \nL 747.120212 39.812098 \nL 747.189712 39.497275 \nL 747.259212 40.030507 \nL 747.398213 38.358462 \nL 747.467713 38.767642 \nL 747.606713 39.988312 \nL 747.676214 38.964668 \nL 747.745714 39.407556 \nL 747.884714 39.063448 \nL 748.093215 40.85894 \nL 748.232216 39.929481 \nL 748.301716 40.85964 \nL 748.371216 40.428777 \nL 748.440717 40.642592 \nL 748.649217 44.00109 \nL 748.718718 43.381672 \nL 748.788218 45.143651 \nL 748.857718 44.63179 \nL 749.135719 41.987793 \nL 749.34422 45.132083 \nL 749.41372 44.646725 \nL 749.483221 44.646725 \nL 749.552721 45.042744 \nL 749.622221 46.37077 \nL 749.691721 45.918982 \nL 749.761222 44.692622 \nL 749.830722 44.733803 \nL 750.108723 47.552502 \nL 750.178223 47.197501 \nL 750.317224 49.356828 \nL 750.386724 48.149356 \nL 750.664725 45.98517 \nL 750.734225 45.81612 \nL 750.803726 45.098182 \nL 750.873226 45.679498 \nL 750.942726 44.199903 \nL 751.012226 45.026118 \nL 751.081727 44.507298 \nL 751.220727 45.421125 \nL 751.290227 45.594184 \nL 751.429228 46.318693 \nL 751.498728 45.904225 \nL 751.568228 46.120388 \nL 751.637729 47.850821 \nL 751.707229 46.878611 \nL 751.776729 45.233844 \nL 751.84623 45.760695 \nL 752.05473 46.224065 \nL 752.263231 47.137354 \nL 752.332731 46.235391 \nL 752.402232 46.447258 \nL 752.471732 46.1657 \nL 752.541232 46.274289 \nL 752.610732 47.146588 \nL 752.680233 46.61522 \nL 752.749733 47.191028 \nL 752.819233 46.858886 \nL 752.888733 47.397145 \nL 752.958234 47.320876 \nL 753.097234 47.600742 \nL 753.305735 51.140278 \nL 753.444736 49.061991 \nL 753.514236 50.096087 \nL 753.583736 51.111403 \nL 753.722737 49.730126 \nL 753.792237 50.142177 \nL 753.931237 49.790062 \nL 754.070238 51.513269 \nL 754.139738 50.466899 \nL 754.48724 54.431063 \nL 754.69574 52.699458 \nL 754.765241 52.39066 \nL 754.904241 49.446984 \nL 755.043242 49.58927 \nL 755.112742 48.77814 \nL 755.321243 45.070527 \nL 755.390743 44.032591 \nL 755.529744 45.95375 \nL 755.738244 41.612192 \nL 755.807745 43.84945 \nL 755.877245 43.688195 \nL 756.085746 43.136264 \nL 756.155246 43.177568 \nL 756.224746 43.548032 \nL 756.294246 42.973844 \nL 756.433247 44.607236 \nL 756.502747 44.485453 \nL 756.711248 46.157483 \nL 756.780748 45.205396 \nL 756.850249 45.777192 \nL 756.989249 46.236883 \nL 757.12825 46.541101 \nL 757.19775 46.609201 \nL 757.26725 46.879347 \nL 757.406251 45.376669 \nL 757.545251 45.889518 \nL 757.614751 45.936932 \nL 757.684252 45.792609 \nL 757.753752 44.693258 \nL 757.823252 44.763208 \nL 757.962253 44.100894 \nL 758.031753 43.129941 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762.966272 49.021613 \nL 763.105272 49.60546 \nL 763.244273 50.539285 \nL 763.383273 49.996819 \nL 763.452774 50.778912 \nL 763.730775 49.454102 \nL 763.869775 48.725539 \nL 764.008776 46.671659 \nL 764.078276 47.100213 \nL 764.147776 45.231941 \nL 764.217276 45.696923 \nL 764.286777 45.067399 \nL 764.356277 46.540942 \nL 764.425777 45.155685 \nL 764.634278 48.65735 \nL 764.703778 47.384367 \nL 764.773279 47.444619 \nL 764.842779 47.19991 \nL 764.981779 42.961812 \nL 765.05128 43.71274 \nL 765.12078 43.38425 \nL 765.19028 42.881825 \nL 765.25978 43.279644 \nL 765.329281 44.353914 \nL 765.398781 43.835973 \nL 765.537781 42.41167 \nL 765.676782 44.217874 \nL 765.885283 42.759056 \nL 766.163284 45.597039 \nL 766.232784 46.299804 \nL 766.371785 44.966662 \nL 766.510785 43.23248 \nL 766.649786 43.715435 \nL 766.719286 44.962595 \nL 766.788786 43.427173 \nL 766.927787 46.485817 \nL 767.066787 44.154127 \nL 767.344788 48.049119 \nL 767.414289 47.91604 \nL 767.483789 48.069864 \nL 767.69229 46.125434 \nL 767.76179 48.118572 \nL 767.83129 47.160771 \nL 767.90079 47.118438 \nL 768.039791 47.315472 \nL 768.178791 45.617142 \nL 768.248292 47.280734 \nL 768.317792 46.831738 \nL 768.387292 47.162457 \nL 768.456793 46.186404 \nL 768.526293 46.648516 \nL 768.595793 47.050823 \nL 768.734794 46.436199 \nL 768.943294 48.661261 \nL 769.082295 49.711746 \nL 769.151795 51.434602 \nL 769.221295 50.966067 \nL 769.360296 53.204267 \nL 769.429796 54.931698 \nL 769.499297 54.280935 \nL 769.568797 53.770824 \nL 769.638297 53.992454 \nL 769.707797 54.417697 \nL 769.916298 51.74645 \nL 769.985798 51.842559 \nL 770.4723 54.306421 \nL 770.5418 54.124273 \nL 770.611301 54.304455 \nL 770.680801 55.182498 \nL 770.819802 53.858224 \nL 770.889302 54.08133 \nL 771.028302 54.917 \nL 771.097803 54.713018 \nL 771.306303 51.000495 \nL 771.375804 51.074406 \nL 771.514804 52.021867 \nL 771.584304 50.601667 \nL 771.723305 52.02252 \nL 771.862305 52.638441 \nL 772.001306 51.818753 \nL 772.070806 53.37207 \nL 772.140307 52.373519 \nL 772.209807 52.500506 \nL 772.279307 52.434608 \nL 772.348807 52.046658 \nL 772.418308 52.271942 \nL 772.487808 52.390685 \nL 772.557308 52.235635 \nL 772.626808 51.662204 \nL 772.835309 53.270783 \nL 772.904809 52.599869 \nL 772.97431 53.824005 \nL 773.04381 53.752455 \nL 773.11331 53.068553 \nL 773.18281 53.364013 \nL 773.252311 53.42249 \nL 773.321811 51.821569 \nL 773.391311 52.726966 \nL 773.460812 51.568022 \nL 773.530312 53.620708 \nL 773.599812 53.569554 \nL 773.669312 53.401018 \nL 773.738813 52.843116 \nL 773.877813 54.205906 \nL 773.947313 52.694323 \nL 774.016814 52.940529 \nL 774.225314 56.383229 \nL 774.294815 55.777689 \nL 774.642316 59.081319 \nL 774.711816 58.770535 \nL 774.781317 58.525779 \nL 774.850817 59.464755 \nL 774.920317 59.230758 \nL 774.989817 59.228712 \nL 775.128818 62.106712 \nL 775.267818 61.769014 \nL 775.337319 61.847071 \nL 775.476319 62.091389 \nL 775.545819 62.035087 \nL 775.61532 60.789147 \nL 775.68482 61.033699 \nL 775.823821 60.176733 \nL 775.893321 61.103391 \nL 776.032321 59.57052 \nL 776.101822 59.702714 \nL 776.171322 60.352412 \nL 776.240822 62.403852 \nL 776.310322 61.90334 \nL 776.379823 61.014101 \nL 776.449323 61.173967 \nL 776.588323 62.005107 \nL 776.727324 61.053531 \nL 776.866324 63.059725 \nL 777.005325 63.336895 \nL 777.283326 59.214954 \nL 777.352826 60.034419 \nL 777.491827 61.295592 \nL 777.769828 58.364983 \nL 777.908828 59.761752 \nL 778.117329 58.289926 \nL 778.25633 57.009578 \nL 778.39533 57.899788 \nL 778.603831 55.129753 \nL 778.673331 55.549398 \nL 778.742832 54.359359 \nL 778.812332 55.219158 \nL 778.951332 53.882355 \nL 779.020833 54.126014 \nL 779.090333 51.701553 \nL 779.159833 52.060173 \nL 779.229333 52.319302 \nL 779.576835 56.087966 \nL 779.646335 55.890904 \nL 779.715835 56.931617 \nL 779.785336 56.120059 \nL 779.924336 58.817602 \nL 779.993836 57.320272 \nL 780.063337 57.825273 \nL 780.341338 53.986847 \nL 780.410838 54.660188 \nL 780.480338 57.133043 \nL 780.549838 56.851566 \nL 780.619339 56.554141 \nL 780.827839 58.834745 \nL 781.175341 60.963666 \nL 781.244841 60.596589 \nL 781.453342 61.183851 \nL 781.522842 60.291991 \nL 781.592342 60.314739 \nL 781.661843 60.091982 \nL 781.870343 58.952632 \nL 781.939844 59.24418 \nL 782.078844 61.31918 \nL 782.287345 58.480501 \nL 782.426346 60.812049 \nL 782.565346 59.802612 \nL 782.634846 60.012953 \nL 782.704347 61.219006 \nL 782.773847 60.101527 \nL 782.843347 61.308542 \nL 782.912847 61.275798 \nL 782.982348 61.437701 \nL 783.051848 60.890408 \nL 783.121348 61.450853 \nL 783.190848 60.796172 \nL 783.399349 62.089093 \nL 783.46885 61.355072 \nL 783.67735 62.922697 \nL 783.746851 62.169868 \nL 783.816351 63.425273 \nL 783.885851 62.856607 \nL 784.024852 63.686719 \nL 784.094352 63.533084 \nL 784.163852 63.119244 \nL 784.233352 63.243345 \nL 784.441853 66.55311 \nL 784.511353 65.609685 \nL 784.580854 65.896873 \nL 784.650354 64.79399 \nL 784.719854 65.467142 \nL 784.789355 65.091838 \nL 784.928355 63.584295 \nL 785.136856 64.299578 \nL 785.206356 63.799378 \nL 785.275856 64.045772 \nL 785.345357 63.766259 \nL 785.414857 64.018114 \nL 785.484357 63.555966 \nL 785.831858 67.130022 \nL 786.10986 63.327304 \nL 786.17936 63.115613 \nL 786.457361 60.73318 \nL 786.526861 60.917686 \nL 786.735362 64.023048 \nL 786.804862 63.95451 \nL 786.874362 63.811593 \nL 786.943863 64.346466 \nL 787.013363 64.103635 \nL 787.082863 64.266544 \nL 787.152363 64.108332 \nL 787.221864 64.919967 \nL 787.430365 63.436318 \nL 787.777866 62.010747 \nL 787.986367 62.997811 \nL 788.472868 59.709675 \nL 788.542369 60.024949 \nL 788.611869 59.514197 \nL 788.95937 62.828771 \nL 789.028871 64.901485 \nL 789.098371 64.737989 \nL 789.167871 64.420669 \nL 789.306872 63.103159 \nL 789.376372 63.404516 \nL 789.515372 61.13552 \nL 789.584873 61.150057 \nL 789.793374 59.713554 \nL 789.862874 59.796927 \nL 790.001874 61.188418 \nL 790.071375 61.344408 \nL 790.210375 60.094817 \nL 790.279875 60.163305 \nL 790.418876 61.853534 \nL 790.488376 61.581941 \nL 790.696877 63.451669 \nL 790.766377 63.737136 \nL 790.835877 64.535429 \nL 790.905378 64.436974 \nL 791.113879 63.049623 \nL 791.183379 63.049623 \nL 791.252879 63.386999 \nL 791.322379 62.950454 \nL 791.39188 61.262003 \nL 791.46138 61.430184 \nL 791.60038 62.531033 \nL 791.669881 62.376015 \nL 791.739381 62.146611 \nL 791.808881 61.050627 \nL 791.947882 63.014325 \nL 792.364883 60.220693 \nL 792.434384 61.497519 \nL 792.503884 60.900455 \nL 792.642884 62.113632 \nL 792.712385 61.718092 \nL 792.851385 61.401196 \nL 792.990386 62.89441 \nL 793.059886 62.739967 \nL 793.337887 61.844238 \nL 793.407387 61.636789 \nL 793.476887 62.124786 \nL 793.546388 63.474637 \nL 793.685388 61.626904 \nL 793.824389 60.236975 \nL 793.893889 60.563123 \nL 793.963389 60.563123 \nL 794.03289 59.059818 \nL 794.10239 59.407037 \nL 794.17189 59.987349 \nL 794.380391 56.668448 \nL 794.449891 57.804017 \nL 794.519391 57.385783 \nL 794.588892 58.231637 \nL 794.797392 55.486492 \nL 794.936393 54.031618 \nL 795.005893 54.394389 \nL 795.144894 52.31148 \nL 795.283894 54.370702 \nL 795.353395 53.346448 \nL 795.422895 53.41977 \nL 795.492395 53.258183 \nL 795.700896 54.618484 \nL 795.770396 54.763443 \nL 795.839896 54.584652 \nL 795.978897 55.826876 \nL 796.117897 55.119235 \nL 796.187398 55.376559 \nL 796.256898 54.646294 \nL 796.326398 54.82112 \nL 796.395899 55.276648 \nL 796.465399 54.920573 \nL 796.8824 57.962423 \nL 796.951901 57.230197 \nL 797.021401 58.08368 \nL 797.160401 56.163151 \nL 797.229902 56.45314 \nL 797.368902 55.360342 \nL 797.438403 55.864841 \nL 797.577403 54.895787 \nL 797.646903 55.174325 \nL 797.716404 56.639116 \nL 797.785904 56.055221 \nL 797.855404 56.125365 \nL 798.063905 55.384466 \nL 798.133405 53.934428 \nL 798.202905 55.14818 \nL 798.272406 54.752692 \nL 798.341906 53.791916 \nL 798.411406 54.524227 \nL 798.480906 54.445123 \nL 798.689407 55.264308 \nL 798.828408 52.800519 \nL 798.897908 53.337605 \nL 799.31491 56.665173 \nL 799.38441 57.113344 \nL 799.592911 54.061075 \nL 799.662411 55.428724 \nL 799.731911 54.755763 \nL 799.801411 54.035247 \nL 799.940412 54.850442 \nL 800.009912 53.804837 \nL 800.079413 54.304075 \nL 800.148913 55.338659 \nL 800.218413 55.065804 \nL 800.426914 56.165657 \nL 800.496414 55.350235 \nL 800.635415 56.665786 \nL 800.774415 56.539704 \nL 800.843915 56.654101 \nL 800.982916 55.637422 \nL 801.052416 55.811571 \nL 801.330417 58.979366 \nL 801.469418 58.962356 \nL 801.538918 59.625675 \nL 801.608418 59.569671 \nL 801.677919 59.00015 \nL 801.886419 61.652496 \nL 802.09492 59.231812 \nL 802.16442 59.809708 \nL 802.303421 60.268346 \nL 802.372921 58.870429 \nL 802.442421 60.502423 \nL 802.511922 58.915074 \nL 802.581422 59.709143 \nL 802.650922 59.997996 \nL 802.720423 59.733464 \nL 802.789923 60.463779 \nL 802.859423 60.107782 \nL 802.998424 58.201635 \nL 803.067924 58.788196 \nL 803.137424 58.760137 \nL 803.345925 58.043835 \nL 803.484925 60.298124 \nL 803.554426 58.663508 \nL 803.623926 58.939137 \nL 803.693426 59.469812 \nL 803.762927 59.332386 \nL 803.832427 59.121318 \nL 803.971427 57.291534 \nL 804.388429 61.254532 \nL 804.527429 59.833857 \nL 804.73593 60.809671 \nL 804.80543 60.852331 \nL 804.874931 62.440774 \nL 804.944431 62.42503 \nL 805.083432 62.422888 \nL 805.361433 57.319376 \nL 805.430933 57.638255 \nL 805.500433 57.388468 \nL 805.639434 57.73958 \nL 805.708934 56.776235 \nL 805.778434 57.174513 \nL 806.195436 54.056843 \nL 806.264936 54.860511 \nL 806.334436 54.804658 \nL 806.473437 52.924072 \nL 806.542937 53.977886 \nL 806.890438 47.562993 \nL 807.029439 49.038778 \nL 807.098939 48.008015 \nL 807.168439 49.222512 \nL 807.23794 48.949428 \nL 807.30744 48.281507 \nL 807.515941 50.392608 \nL 807.585441 50.621522 \nL 807.793942 48.501611 \nL 807.863442 49.796352 \nL 807.932942 49.728796 \nL 808.071943 47.064992 \nL 808.141443 47.132052 \nL 808.419444 49.806379 \nL 808.558445 47.650845 \nL 808.627945 47.745828 \nL 808.766945 48.765725 \nL 808.836446 47.91839 \nL 808.905946 49.307181 \nL 808.975446 48.867114 \nL 809.114447 49.745554 \nL 809.183947 49.36799 \nL 809.253447 50.272612 \nL 809.392448 49.170815 \nL 809.461948 49.354092 \nL 809.739949 51.218663 \nL 809.809449 50.861531 \nL 809.87895 51.806892 \nL 809.94845 50.465426 \nL 810.01795 50.652936 \nL 810.087451 50.574866 \nL 810.156951 51.011102 \nL 810.226451 48.963622 \nL 810.295951 49.175019 \nL 810.434952 49.605303 \nL 810.504452 48.823485 \nL 810.712953 51.067309 \nL 811.060454 47.052218 \nL 811.199455 47.946861 \nL 811.407956 47.072822 \nL 811.477456 47.197485 \nL 811.685957 46.10494 \nL 811.894457 47.626406 \nL 812.172458 44.02049 \nL 812.311459 42.590672 \nL 812.380959 43.133283 \nL 812.450459 43.722406 \nL 812.51996 43.187038 \nL 812.58946 44.128819 \nL 812.65896 44.114817 \nL 812.728461 43.754234 \nL 812.867461 44.9185 \nL 812.936961 43.550301 \nL 813.006462 44.044054 \nL 813.214962 45.847498 \nL 813.423463 44.345172 \nL 813.492963 44.233517 \nL 813.562464 44.770392 \nL 813.840465 42.140872 \nL 813.909965 42.226546 \nL 814.048966 43.92785 \nL 814.187966 45.043367 \nL 814.604968 43.005647 \nL 814.674468 42.861598 \nL 814.743968 43.255187 \nL 814.813468 42.332839 \nL 814.882969 42.737782 \nL 814.952469 43.119649 \nL 815.021969 42.077394 \nL 815.091469 42.261201 \nL 815.16097 43.084541 \nL 815.369471 40.740083 \nL 815.508471 41.21054 \nL 815.577971 40.933856 \nL 815.925473 43.519969 \nL 815.994973 43.267337 \nL 816.064473 42.148977 \nL 816.133973 42.487285 \nL 816.272974 43.082723 \nL 816.342474 43.114995 \nL 816.411974 42.010316 \nL 816.481475 42.154883 \nL 816.689976 41.362426 \nL 816.967977 44.152016 \nL 817.106977 45.075009 \nL 817.176477 44.849286 \nL 817.245978 45.446817 \nL 817.384978 44.321524 \nL 817.454478 44.662901 \nL 817.523979 45.513032 \nL 817.94098 39.928558 \nL 818.010481 40.667147 \nL 818.079981 40.334757 \nL 818.218981 39.404419 \nL 818.288482 40.61539 \nL 818.357982 40.161332 \nL 818.427482 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553.353476 45.169492 \nL 553.422977 44.755755 \nL 553.492477 44.835629 \nL 553.561977 43.925988 \nL 553.700978 44.921661 \nL 553.909479 43.622006 \nL 554.117979 45.409454 \nL 554.25698 48.23371 \nL 554.39598 46.582441 \nL 554.465481 46.449281 \nL 554.534981 46.934247 \nL 554.604481 45.720489 \nL 554.743482 47.03569 \nL 554.882482 46.049153 \nL 554.951982 46.960806 \nL 555.021483 46.143505 \nL 555.299484 48.237654 \nL 555.368984 48.208027 \nL 555.438484 48.034257 \nL 555.507985 47.180676 \nL 555.577485 47.995543 \nL 555.646985 46.963793 \nL 555.855486 49.600262 \nL 555.924986 49.446918 \nL 556.133487 50.459704 \nL 556.411488 52.287056 \nL 556.758989 57.618028 \nL 556.96749 58.480342 \nL 557.03699 59.591833 \nL 557.106491 59.288912 \nL 557.175991 58.059898 \nL 557.245491 58.209624 \nL 557.314991 58.718179 \nL 557.384492 58.394751 \nL 557.592993 60.584502 \nL 557.662493 60.148614 \nL 557.940494 55.573217 \nL 558.009994 55.661627 \nL 558.079494 55.537127 \nL 558.287995 57.295795 \nL 558.357495 56.769269 \nL 558.496496 55.064842 \nL 558.565996 55.666689 \nL 558.635496 55.413418 \nL 558.704997 54.049679 \nL 558.774497 54.765618 \nL 558.843997 53.834869 \nL 558.913498 54.021521 \nL 559.052498 54.878746 \nL 559.121998 54.627689 \nL 559.399999 49.575255 \nL 559.4695 49.717144 \nL 559.6085 46.550185 \nL 559.747501 47.481163 \nL 559.886501 45.542439 \nL 560.025502 46.440002 \nL 560.164502 45.798069 \nL 560.234003 46.246311 \nL 560.303503 45.773502 \nL 560.373003 45.967996 \nL 560.512004 45.910001 \nL 560.581504 45.019814 \nL 560.651004 45.072567 \nL 560.720504 45.685191 \nL 560.929005 43.448345 \nL 561.068006 43.615079 \nL 561.207006 43.058279 \nL 561.276506 44.228123 \nL 561.415507 41.283301 \nL 561.485007 42.187012 \nL 561.763008 44.590116 \nL 561.832509 43.796647 \nL 561.902009 43.827924 \nL 561.971509 44.169486 \nL 562.11051 43.67266 \nL 562.18001 44.257634 \nL 562.24951 43.445945 \nL 562.31901 44.143858 \nL 562.388511 43.273993 \nL 562.458011 43.387259 \nL 562.597012 42.79271 \nL 562.666512 42.908354 \nL 563.083513 47.783734 \nL 563.292014 48.173553 \nL 563.361514 47.010632 \nL 563.431015 47.367412 \nL 563.500515 47.388203 \nL 563.570015 46.996576 \nL 563.639515 47.307307 \nL 563.709016 47.288896 \nL 563.778516 47.279947 \nL 563.917517 48.435333 \nL 563.987017 47.894915 \nL 564.126017 48.547837 \nL 564.195518 48.640478 \nL 564.265018 47.967955 \nL 564.404018 50.431524 \nL 564.473519 49.901177 \nL 564.543019 49.735806 \nL 564.682019 47.86809 \nL 564.75152 47.587074 \nL 564.82102 46.72938 \nL 564.89052 48.128228 \nL 564.96002 48.12309 \nL 565.029521 47.509314 \nL 565.099021 47.661725 \nL 565.238022 48.85079 \nL 565.307522 47.779969 \nL 565.377022 48.317488 \nL 565.446522 47.68242 \nL 565.516023 48.150678 \nL 565.655023 50.479238 \nL 565.724523 50.402793 \nL 565.863524 52.530231 \nL 566.072025 51.124093 \nL 566.211025 52.179081 \nL 566.280525 52.463858 \nL 566.350026 51.329176 \nL 566.419526 51.417327 \nL 566.489026 51.438909 \nL 566.558527 50.441296 \nL 566.628027 50.595212 \nL 566.697527 51.112064 \nL 566.767027 51.033642 \nL 566.906028 50.295889 \nL 566.975528 50.328262 \nL 567.184029 46.597385 \nL 567.253529 47.123066 \nL 567.323029 46.699613 \nL 567.39253 47.292242 \nL 567.46203 46.565641 \nL 567.53153 46.902164 \nL 567.809531 49.801846 \nL 567.879032 49.216182 \nL 567.948532 49.254756 \nL 568.018032 49.312819 \nL 568.087532 48.670713 \nL 568.157033 48.695807 \nL 568.226533 49.76099 \nL 568.296033 49.35766 \nL 568.365533 50.086013 \nL 568.435034 50.028129 \nL 568.504534 49.247145 \nL 568.643534 51.341249 \nL 568.713035 50.658042 \nL 568.782535 50.799502 \nL 568.852035 51.783169 \nL 569.269037 46.258677 \nL 569.338537 48.265286 \nL 569.408037 47.668302 \nL 569.477538 46.9872 \nL 569.547038 47.332958 \nL 569.616538 47.514176 \nL 569.686038 48.176012 \nL 569.755539 47.645245 \nL 569.894539 48.907073 \nL 569.964039 46.957714 \nL 570.03354 47.063459 \nL 570.242041 48.039058 \nL 570.311541 47.462144 \nL 570.381041 47.925663 \nL 570.450541 46.489984 \nL 570.520042 46.850525 \nL 570.589542 46.333723 \nL 570.728542 48.995758 \nL 570.867543 47.340578 \nL 570.937043 47.308393 \nL 571.145544 50.187348 \nL 571.215044 50.744451 \nL 571.284544 50.573564 \nL 571.354045 49.947204 \nL 571.423545 50.058153 \nL 571.493045 49.766054 \nL 571.562546 50.385209 \nL 571.771046 48.855837 \nL 571.840547 49.33621 \nL 571.910047 48.720698 \nL 571.979547 49.352667 \nL 572.188048 47.186195 \nL 572.466049 49.13512 \nL 572.605049 47.243587 \nL 572.67455 47.651664 \nL 573.022051 42.83251 \nL 573.091551 42.932319 \nL 573.161052 43.580636 \nL 573.230552 42.984977 \nL 573.300052 44.869153 \nL 573.369552 44.756842 \nL 573.578053 43.252663 \nL 573.647553 43.521131 \nL 573.717054 42.745779 \nL 573.786554 42.992051 \nL 573.856054 43.07807 \nL 573.925554 41.908407 \nL 573.995055 41.960618 \nL 574.064555 41.771563 \nL 574.203556 40.04567 \nL 574.342556 40.979742 \nL 574.412056 40.693139 \nL 574.551057 41.27974 \nL 574.829058 38.842095 \nL 574.898558 39.333697 \nL 574.968058 37.724932 \nL 575.037559 38.528887 \nL 575.107059 39.337603 \nL 575.176559 38.798125 \nL 575.38506 39.785206 \nL 575.593561 37.318568 \nL 575.732561 38.689062 \nL 575.802062 38.778099 \nL 575.871562 38.694993 \nL 575.941062 40.043559 \nL 576.010562 39.645877 \nL 576.080063 38.121466 \nL 576.149563 38.991629 \nL 576.566565 38.478038 \nL 576.636065 39.074068 \nL 576.705565 38.898968 \nL 576.914066 38.070235 \nL 576.983566 37.819677 \nL 577.053066 36.762503 \nL 577.122567 37.065438 \nL 577.261567 39.009133 \nL 577.400568 39.745006 \nL 577.609068 42.460772 \nL 577.678569 42.086029 \nL 577.817569 41.435933 \nL 577.88707 41.907463 \nL 577.95657 41.32387 \nL 578.09557 42.591748 \nL 578.234571 41.339518 \nL 578.304071 41.458624 \nL 578.443072 42.813089 \nL 578.582072 42.077236 \nL 578.651572 42.119865 \nL 578.790573 43.841626 \nL 578.860073 43.406693 \nL 578.929573 43.089722 \nL 578.999074 43.924166 \nL 579.068574 43.376876 \nL 579.555076 51.508593 \nL 579.624576 51.45926 \nL 579.763577 51.985633 \nL 579.972077 50.825369 \nL 580.041578 50.786334 \nL 580.180578 49.19017 \nL 580.250078 49.443339 \nL 580.319579 48.366619 \nL 580.389079 48.590872 \nL 580.458579 48.335353 \nL 580.52808 47.466979 \nL 580.66708 48.992081 \nL 580.73658 46.955819 \nL 580.806081 47.145247 \nL 581.084082 50.323483 \nL 581.153582 50.274345 \nL 581.292582 50.642801 \nL 581.362083 50.603334 \nL 581.570583 48.179577 \nL 581.640084 48.590692 \nL 581.779084 50.631385 \nL 581.848585 50.200343 \nL 581.918085 50.391832 \nL 581.987585 50.433695 \nL 582.335086 53.121552 \nL 582.543587 50.265902 \nL 582.613087 50.341139 \nL 582.682588 49.654471 \nL 582.752088 51.669079 \nL 582.821588 51.157211 \nL 582.891089 50.782633 \nL 582.960589 51.062006 \nL 583.030089 50.37758 \nL 583.099589 50.509849 \nL 583.16909 50.936479 \nL 583.23859 50.751876 \nL 583.30809 50.675589 \nL 583.447091 49.911652 \nL 583.516591 50.406039 \nL 583.655591 49.14352 \nL 583.725092 49.371445 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58.91852 \nL 588.798611 57.877427 \nL 588.868111 57.866569 \nL 588.937611 57.198058 \nL 589.007112 57.233445 \nL 589.215612 58.884423 \nL 589.285113 58.636368 \nL 589.424113 57.008604 \nL 589.632614 58.510335 \nL 589.702114 57.429004 \nL 589.771615 57.935336 \nL 589.910615 58.676732 \nL 590.049616 57.629527 \nL 590.258116 59.678035 \nL 590.466617 62.024261 \nL 590.536118 61.928969 \nL 590.605618 61.396117 \nL 590.814119 64.181345 \nL 591.09212 65.994254 \nL 591.16162 65.405241 \nL 591.439621 68.696019 \nL 591.578621 71.006173 \nL 591.648122 70.984679 \nL 591.856623 69.275747 \nL 591.926123 69.378993 \nL 591.995623 69.508557 \nL 592.273624 71.471877 \nL 592.343124 71.312975 \nL 592.412625 72.831484 \nL 592.482125 72.158169 \nL 592.690626 68.693163 \nL 592.760126 68.618746 \nL 592.968627 70.819199 \nL 593.038127 69.119687 \nL 593.107627 69.484963 \nL 593.177128 68.744064 \nL 593.246628 69.687687 \nL 593.316128 69.295969 \nL 593.524629 65.637574 \nL 593.594129 66.124402 \nL 593.73313 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603.741168 58.356324 \nL 603.810668 58.842048 \nL 603.880168 58.435488 \nL 603.949668 58.818332 \nL 604.019169 57.201506 \nL 604.088669 57.732248 \nL 604.29717 58.581702 \nL 604.36667 57.969631 \nL 604.575171 59.087083 \nL 604.714171 58.958283 \nL 604.992172 61.327338 \nL 605.131173 59.490996 \nL 605.270173 61.512183 \nL 605.339674 62.86127 \nL 605.478674 61.734869 \nL 605.895676 64.693786 \nL 605.965176 64.381644 \nL 606.173677 61.292192 \nL 606.312677 62.913642 \nL 606.382178 60.879703 \nL 606.451678 60.911162 \nL 606.521178 60.970437 \nL 606.660179 62.629096 \nL 606.799179 63.615532 \nL 606.868679 61.921114 \nL 606.93818 62.457493 \nL 607.00768 62.819122 \nL 607.07718 64.049268 \nL 607.146681 62.757531 \nL 607.285681 64.00692 \nL 607.355181 63.722813 \nL 607.424682 62.76944 \nL 607.494182 63.504076 \nL 607.633182 61.323534 \nL 607.702683 61.049571 \nL 607.911183 62.920002 \nL 607.980684 62.776226 \nL 608.119684 63.493132 \nL 608.258685 61.783456 \nL 608.328185 60.991201 \nL 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52.721608 \nL 612.845702 53.391248 \nL 613.054203 51.76468 \nL 613.123703 51.896044 \nL 613.262704 52.292108 \nL 613.332204 51.051004 \nL 613.401704 51.412453 \nL 613.471205 52.596044 \nL 613.540705 50.760145 \nL 613.749206 53.159827 \nL 613.957706 54.724396 \nL 614.027207 54.764471 \nL 614.096707 54.355563 \nL 614.166207 52.776793 \nL 614.235707 53.37403 \nL 614.305208 52.999611 \nL 614.652709 58.628268 \nL 614.722209 57.832466 \nL 614.86121 59.604546 \nL 614.93071 59.59443 \nL 615.00021 58.782372 \nL 615.139211 60.458827 \nL 615.208711 60.016247 \nL 615.347712 59.087514 \nL 615.417212 59.199966 \nL 615.486712 58.391136 \nL 615.625713 59.219849 \nL 615.973214 54.455074 \nL 616.042714 54.615866 \nL 616.181715 56.059536 \nL 616.320715 55.656067 \nL 616.390216 56.396732 \nL 616.598716 60.128106 \nL 616.668217 60.483844 \nL 616.807217 58.715135 \nL 617.085218 60.43123 \nL 617.154719 60.280155 \nL 617.293719 63.060072 \nL 617.43272 60.579967 \nL 617.50222 61.589977 \nL 617.57172 61.258914 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64.325367 \nL 622.575739 64.434262 \nL 622.645239 64.691993 \nL 622.71474 66.017803 \nL 622.78424 65.377446 \nL 622.92324 66.035926 \nL 623.062241 62.769098 \nL 623.131741 64.286595 \nL 623.201241 62.899412 \nL 623.409742 64.934726 \nL 623.757244 60.053444 \nL 623.965744 61.489938 \nL 624.174245 59.814832 \nL 624.243745 59.586812 \nL 624.521746 60.631851 \nL 624.591247 60.240441 \nL 624.730247 62.21322 \nL 624.799748 60.803634 \nL 624.869248 60.911783 \nL 624.938748 60.510401 \nL 625.077749 61.860755 \nL 625.147249 60.639355 \nL 625.42525 64.850635 \nL 625.49475 64.493283 \nL 625.633751 67.920876 \nL 625.842251 65.487922 \nL 625.911752 65.494143 \nL 625.981252 65.509528 \nL 626.050752 65.092441 \nL 626.120253 66.063636 \nL 626.189753 65.780848 \nL 626.467754 63.585079 \nL 626.537254 63.749067 \nL 626.606754 63.844565 \nL 626.815255 61.548272 \nL 626.884755 62.177495 \nL 626.954256 61.665055 \nL 627.093256 62.568091 \nL 627.162756 62.359441 \nL 627.301757 65.154702 \nL 627.371257 65.393098 \nL 627.440758 64.58574 \nL 627.510258 64.697321 \nL 627.718759 67.450967 \nL 627.857759 66.717679 \nL 627.99676 68.262425 \nL 628.13576 66.593849 \nL 628.274761 66.48047 \nL 628.344261 67.159818 \nL 628.413761 67.152452 \nL 628.483261 67.303944 \nL 628.622262 67.06506 \nL 628.830763 68.774952 \nL 628.969763 67.502005 \nL 629.039264 67.854586 \nL 629.108764 69.384013 \nL 629.178264 68.809285 \nL 629.386765 66.381191 \nL 629.456265 66.493846 \nL 629.525765 66.275132 \nL 629.803766 69.31678 \nL 629.942767 66.469873 \nL 630.012267 66.609403 \nL 630.151268 68.761988 \nL 630.220768 68.225121 \nL 630.290268 67.47392 \nL 630.568269 70.680282 \nL 630.77677 68.463309 \nL 630.985271 66.898049 \nL 631.054771 67.292545 \nL 631.193772 69.215378 \nL 631.332772 68.514149 \nL 631.471773 70.363458 \nL 631.541273 70.227465 \nL 631.610773 70.012207 \nL 631.680274 69.401146 \nL 631.819274 71.427141 \nL 631.888774 70.89998 \nL 631.958275 70.195652 \nL 632.027775 71.191724 \nL 632.097275 69.491524 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636.962294 72.287655 \nL 637.240295 68.037618 \nL 637.309795 69.43434 \nL 637.587796 65.164108 \nL 637.657296 65.70428 \nL 637.726797 65.42708 \nL 637.796297 65.329484 \nL 638.143798 68.57944 \nL 638.282799 70.021801 \nL 638.352299 69.738916 \nL 638.421799 69.796762 \nL 638.491299 70.616873 \nL 638.5608 70.580062 \nL 638.6303 70.407732 \nL 638.769301 71.139894 \nL 638.838801 70.246685 \nL 638.908301 71.038067 \nL 638.977801 70.855526 \nL 639.047302 70.588139 \nL 639.116802 71.130692 \nL 639.186302 70.205241 \nL 639.325303 71.565884 \nL 639.533803 69.936342 \nL 639.603304 70.191432 \nL 639.672804 70.628058 \nL 639.742304 69.353733 \nL 639.811804 69.678163 \nL 639.881305 69.585832 \nL 639.950805 69.247474 \nL 640.089806 71.288858 \nL 640.159306 71.256722 \nL 640.228806 70.52479 \nL 640.437307 73.137745 \nL 640.506807 72.770568 \nL 640.576307 72.754856 \nL 640.645808 72.592562 \nL 640.784808 74.180845 \nL 640.854308 73.24621 \nL 640.923809 73.325034 \nL 640.993309 75.073114 \nL 641.062809 74.22189 \nL 641.34081 73.596 \nL 641.410311 74.833643 \nL 641.479811 74.235643 \nL 641.688312 72.011991 \nL 641.757812 72.519497 \nL 641.827312 71.78741 \nL 641.896812 71.910026 \nL 641.966313 71.583879 \nL 642.035813 70.085881 \nL 642.105313 70.239767 \nL 642.174813 70.12906 \nL 642.313814 68.920742 \nL 642.452814 67.125396 \nL 642.661315 69.10579 \nL 642.800316 69.549615 \nL 642.869816 68.300048 \nL 642.939316 68.860606 \nL 643.008817 69.646274 \nL 643.217317 66.624114 \nL 643.356318 67.266658 \nL 643.425818 66.433083 \nL 643.564819 69.279804 \nL 643.634319 68.867582 \nL 643.91232 70.45198 \nL 643.98182 69.827998 \nL 644.259821 71.866969 \nL 644.329322 71.85112 \nL 644.398822 71.703982 \nL 644.468322 73.072458 \nL 644.537822 72.887228 \nL 644.607323 73.28311 \nL 644.746323 71.597048 \nL 644.815823 71.976174 \nL 644.885324 71.875172 \nL 645.024324 70.839642 \nL 645.093825 70.989289 \nL 645.163325 70.51857 \nL 645.580326 75.659873 \nL 645.649827 75.794146 \nL 645.719327 75.569479 \nL 645.788827 74.96387 \nL 645.858327 75.515894 \nL 645.927828 75.43217 \nL 645.997328 75.475894 \nL 646.066828 74.435768 \nL 646.275329 77.461913 \nL 646.344829 78.088055 \nL 646.41433 77.226408 \nL 646.62283 79.554527 \nL 646.692331 80.046847 \nL 646.761831 81.335433 \nL 646.831331 81.144429 \nL 646.970332 80.309419 \nL 647.039832 80.556258 \nL 647.178832 79.834428 \nL 647.248333 80.010248 \nL 647.526334 82.835147 \nL 647.665334 81.276174 \nL 647.734835 81.398447 \nL 647.804335 81.595309 \nL 647.873835 82.178835 \nL 647.943335 82.086092 \nL 648.082336 81.272312 \nL 648.290837 82.942062 \nL 648.429837 81.596678 \nL 648.499337 81.821918 \nL 648.916339 78.403532 \nL 649.05534 79.623916 \nL 649.12484 79.524975 \nL 649.333341 80.538114 \nL 649.402841 80.284839 \nL 649.541841 78.894394 \nL 649.611342 79.316743 \nL 649.819842 75.538276 \nL 649.889343 76.511027 \nL 649.958843 76.029766 \nL 650.097843 77.951378 \nL 650.167344 77.632183 \nL 650.236844 76.711763 \nL 650.445345 79.320473 \nL 650.723346 76.650837 \nL 650.792846 76.995822 \nL 651.001347 79.518505 \nL 651.070847 78.677017 \nL 651.209848 81.912356 \nL 651.348848 81.139788 \nL 651.418348 81.688155 \nL 651.76585 77.241088 \nL 651.83535 77.710477 \nL 652.321852 80.076781 \nL 652.460852 81.862315 \nL 652.599853 80.691169 \nL 652.669353 81.490549 \nL 652.738854 80.835745 \nL 652.877854 81.639286 \nL 652.947354 81.392766 \nL 653.155855 82.564279 \nL 653.294856 83.835161 \nL 653.364356 84.028475 \nL 653.503356 86.599412 \nL 653.850858 85.043806 \nL 654.059359 87.472071 \nL 654.198359 86.794765 \nL 654.615361 89.660905 \nL 654.684861 90.761588 \nL 654.754361 90.072422 \nL 654.823861 90.323658 \nL 654.962862 90.037326 \nL 655.032362 89.605739 \nL 655.101862 91.041216 \nL 655.240863 89.883277 \nL 655.310363 89.949934 \nL 655.449364 89.193779 \nL 655.588364 88.462556 \nL 655.657865 88.936574 \nL 655.727365 88.737198 \nL 655.796865 88.396658 \nL 655.866365 89.246954 \nL 655.935866 88.885792 \nL 656.005366 88.666429 \nL 656.074866 89.524549 \nL 656.144366 87.642172 \nL 656.213867 88.596366 \nL 656.352867 89.47715 \nL 656.422367 89.40885 \nL 656.491868 89.499965 \nL 656.700369 91.465234 \nL 656.769869 91.024436 \nL 656.839369 91.192257 \nL 656.97837 92.358958 \nL 657.325871 90.120448 \nL 657.464871 90.30477 \nL 657.742872 93.252715 \nL 657.881873 91.993052 \nL 658.090374 93.111408 \nL 658.229374 93.166749 \nL 658.298875 92.207244 \nL 658.507375 94.65115 \nL 658.576876 94.472576 \nL 658.785376 92.170674 \nL 658.924377 90.392664 \nL 658.993877 91.393332 \nL 659.202378 89.115391 \nL 659.410879 88.722138 \nL 659.549879 86.041915 \nL 659.61938 86.352413 \nL 659.68888 85.889759 \nL 659.75838 86.157592 \nL 659.82788 86.255473 \nL 659.966881 84.742283 \nL 660.105881 87.261585 \nL 660.175382 86.708103 \nL 660.244882 88.622907 \nL 660.314382 88.019478 \nL 660.800884 82.894763 \nL 660.870384 83.148723 \nL 660.939885 83.921846 \nL 661.009385 83.796883 \nL 661.217886 80.741781 \nL 661.495887 81.768648 \nL 661.634887 80.792966 \nL 661.704388 81.773983 \nL 662.190889 75.568909 \nL 662.26039 76.436353 \nL 662.39939 78.556406 \nL 662.46889 78.285868 \nL 662.607891 78.05528 \nL 662.677391 78.041779 \nL 662.746891 76.974738 \nL 662.816392 78.452454 \nL 662.885892 78.36722 \nL 662.955392 77.300734 \nL 663.024893 77.586521 \nL 663.302894 75.661341 \nL 663.372394 76.056807 \nL 663.441894 78.140529 \nL 663.511394 77.630915 \nL 663.650395 75.765563 \nL 663.858896 77.466692 \nL 663.928396 77.265543 \nL 664.067396 78.226372 \nL 664.136897 77.901626 \nL 664.206397 77.681135 \nL 664.484398 79.855571 \nL 664.553898 79.495006 \nL 664.623399 79.925939 \nL 664.831899 76.272661 \nL 664.9014 76.787927 \nL 664.9709 76.853428 \nL 665.0404 76.10702 \nL 665.1099 77.178427 \nL 665.179401 76.048776 \nL 665.248901 76.813029 \nL 665.318401 76.75451 \nL 665.526902 75.533086 \nL 665.874403 76.770637 \nL 665.943904 75.540465 \nL 666.013404 75.58952 \nL 666.082904 75.216353 \nL 666.152404 75.294982 \nL 666.221905 75.36109 \nL 666.291405 75.181703 \nL 666.360905 75.968691 \nL 666.499906 74.749294 \nL 666.569406 75.47141 \nL 666.708407 73.075732 \nL 666.777907 73.535598 \nL 666.847407 72.833418 \nL 666.916907 73.053618 \nL 666.986408 73.674668 \nL 667.055908 73.59164 \nL 667.125408 73.400553 \nL 667.333909 75.536746 \nL 667.472909 73.682045 \nL 667.54241 73.459676 \nL 667.61191 74.366391 \nL 667.820411 71.714959 \nL 667.889911 71.95892 \nL 668.028912 71.239952 \nL 668.098412 71.062733 \nL 668.167912 71.279939 \nL 668.306913 69.879717 \nL 668.376413 70.024731 \nL 668.515413 71.309526 \nL 668.584914 70.881163 \nL 668.654414 71.265202 \nL 668.862915 74.117993 \nL 668.932415 74.592445 \nL 669.001915 73.823874 \nL 669.071415 74.238204 \nL 669.210416 71.884464 \nL 669.418917 75.098247 \nL 669.627418 76.810021 \nL 669.696918 76.753346 \nL 669.835918 75.109434 \nL 669.905419 76.551295 \nL 669.974919 76.060159 \nL 670.113919 74.197891 \nL 670.18342 75.706592 \nL 670.25292 74.544727 \nL 670.32242 75.675421 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674.214435 74.008017 \nL 674.492436 72.321901 \nL 674.561936 72.635714 \nL 674.700937 72.696233 \nL 674.770437 72.993551 \nL 674.839937 72.89825 \nL 674.909438 72.737857 \nL 674.978938 73.08128 \nL 675.256939 70.921191 \nL 675.326439 71.04368 \nL 675.46544 68.650938 \nL 675.53494 69.018169 \nL 675.743441 67.07622 \nL 675.812941 66.922186 \nL 675.882441 67.709535 \nL 675.951942 67.164047 \nL 676.021442 67.199101 \nL 676.229943 69.385675 \nL 676.299443 68.906487 \nL 676.368943 68.578243 \nL 676.507944 69.54651 \nL 676.577444 69.14093 \nL 676.785945 70.129699 \nL 676.924945 70.786698 \nL 676.994446 71.892478 \nL 677.063946 71.491608 \nL 677.272447 70.561951 \nL 677.411447 71.815147 \nL 677.480947 71.070984 \nL 677.550448 72.142382 \nL 677.689448 70.793351 \nL 677.758948 71.772538 \nL 677.828449 71.509462 \nL 677.897949 71.058118 \nL 678.036949 71.805726 \nL 678.10645 71.526391 \nL 678.17595 72.973897 \nL 678.24545 72.354612 \nL 678.314951 71.946208 \nL 678.384451 72.223941 \nL 678.592952 75.045022 \nL 678.662452 73.548087 \nL 678.731952 74.58784 \nL 678.801452 74.232053 \nL 678.870953 73.055138 \nL 679.009953 75.33178 \nL 679.218454 73.118334 \nL 679.287954 73.420968 \nL 679.565955 68.578184 \nL 679.635456 69.023097 \nL 679.704956 68.726627 \nL 679.774456 66.895421 \nL 679.843956 67.388751 \nL 679.982957 67.325134 \nL 680.052457 66.83783 \nL 680.469459 70.398583 \nL 680.538959 70.251958 \nL 680.67796 71.487437 \nL 680.74746 71.455198 \nL 680.81696 73.87706 \nL 680.88646 73.528639 \nL 680.955961 73.224304 \nL 681.094961 74.995733 \nL 681.164461 75.116488 \nL 681.303462 74.290082 \nL 681.581463 75.404253 \nL 681.859464 73.389607 \nL 681.928964 73.288616 \nL 682.484966 65.505114 \nL 682.554467 65.431791 \nL 682.623967 65.646425 \nL 682.693467 65.332157 \nL 682.832468 67.11691 \nL 682.901968 66.960558 \nL 682.971468 67.634982 \nL 683.249469 64.409931 \nL 683.52747 67.734158 \nL 683.596971 66.925912 \nL 683.666471 67.55149 \nL 683.735971 66.008672 \nL 683.805471 66.26378 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689.156992 75.471976 \nL 689.226492 75.38875 \nL 689.365492 76.770469 \nL 689.643494 73.799053 \nL 689.782494 75.809151 \nL 689.851994 75.732096 \nL 689.921495 76.063275 \nL 690.060495 73.880007 \nL 690.199496 72.7702 \nL 690.268996 73.148806 \nL 690.338496 75.250973 \nL 690.407996 74.158132 \nL 690.477497 74.292746 \nL 690.685997 71.803006 \nL 690.894498 69.328053 \nL 690.963999 68.864377 \nL 691.381 71.670433 \nL 691.4505 70.758819 \nL 691.520001 71.281852 \nL 691.589501 71.253856 \nL 691.728501 72.765291 \nL 691.798002 72.003176 \nL 692.006502 73.64303 \nL 692.215003 74.262379 \nL 692.284504 73.888431 \nL 692.423504 75.683023 \nL 692.493004 75.121749 \nL 692.632005 75.432491 \nL 692.840506 72.285717 \nL 692.910006 73.073195 \nL 693.049006 71.735722 \nL 693.466008 76.508891 \nL 693.535508 75.326436 \nL 693.674509 74.274462 \nL 693.744009 75.317631 \nL 693.813509 74.725774 \nL 693.88301 74.725774 \nL 693.95251 74.319409 \nL 694.161011 76.598358 \nL 694.230511 76.199602 \nL 694.300011 74.680026 \nL 694.508512 76.938533 \nL 694.578012 75.661954 \nL 694.647513 76.091359 \nL 694.856013 74.645585 \nL 694.925514 75.745017 \nL 694.995014 75.293115 \nL 695.064514 75.41898 \nL 695.203515 76.890664 \nL 695.273015 76.623737 \nL 695.551016 75.032345 \nL 695.690016 75.624632 \nL 695.829017 74.710336 \nL 695.898517 75.096925 \nL 695.968018 74.198784 \nL 696.037518 75.339544 \nL 696.176518 73.903806 \nL 696.246019 73.49272 \nL 696.385019 75.724555 \nL 696.52402 73.279989 \nL 696.59352 74.815467 \nL 696.66302 74.498203 \nL 696.941021 76.368474 \nL 697.010521 76.549748 \nL 697.080022 77.100763 \nL 697.358023 75.230606 \nL 697.636024 74.298076 \nL 697.775024 72.613433 \nL 697.914025 73.70702 \nL 698.261526 76.942193 \nL 698.400527 74.39242 \nL 698.470027 75.01967 \nL 698.539527 75.032448 \nL 698.748028 73.644898 \nL 698.817528 73.361427 \nL 698.887029 74.660255 \nL 698.956529 73.902367 \nL 699.026029 74.596853 \nL 699.16503 72.198161 \nL 699.23453 73.281569 \nL 699.30403 71.558397 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703.404546 71.540806 \nL 703.474046 72.401455 \nL 703.613047 71.331412 \nL 703.752047 72.136441 \nL 703.821547 74.387642 \nL 703.891048 73.926405 \nL 703.960548 74.33334 \nL 704.030048 74.04157 \nL 704.238549 76.718898 \nL 704.308049 77.04696 \nL 704.44705 75.718335 \nL 704.51655 75.926146 \nL 704.65555 76.694135 \nL 704.864051 74.052232 \nL 704.933552 75.405749 \nL 705.003052 75.026273 \nL 705.072552 74.39577 \nL 705.142052 74.697955 \nL 705.211553 74.546119 \nL 705.281053 75.18159 \nL 705.350553 74.125727 \nL 705.489554 75.790463 \nL 705.628554 73.950526 \nL 705.837055 77.898769 \nL 705.976055 76.91499 \nL 706.115056 76.418674 \nL 706.184556 76.994183 \nL 706.323557 75.749392 \nL 706.393057 77.227664 \nL 706.462557 76.901211 \nL 706.532058 77.296695 \nL 706.601558 76.950436 \nL 706.671058 77.675788 \nL 706.740558 76.819527 \nL 706.810059 77.519915 \nL 706.879559 77.425014 \nL 706.949059 75.611596 \nL 707.018559 76.680543 \nL 707.08806 76.237452 \nL 707.15756 76.335229 \nL 707.22706 77.807446 \nL 707.296561 77.323573 \nL 707.505061 75.379844 \nL 707.574562 76.637072 \nL 707.644062 76.109942 \nL 707.922063 75.568356 \nL 707.991563 75.016659 \nL 708.339064 78.407214 \nL 708.478065 77.461053 \nL 708.547565 77.348608 \nL 708.756066 74.419388 \nL 708.825566 74.877205 \nL 708.895067 76.137479 \nL 709.173068 73.587057 \nL 709.659569 77.50883 \nL 709.72907 78.438937 \nL 709.79857 77.561096 \nL 709.937571 79.348075 \nL 710.007071 78.848626 \nL 710.076571 79.108718 \nL 710.146071 79.005411 \nL 710.354572 81.368443 \nL 710.493573 80.628524 \nL 710.563073 79.962721 \nL 710.632573 80.437426 \nL 710.702073 79.681156 \nL 710.771574 80.120978 \nL 710.910574 79.541764 \nL 711.049575 79.816224 \nL 711.188575 78.71601 \nL 711.258076 79.810778 \nL 711.327576 79.057139 \nL 711.397076 79.408074 \nL 711.466576 79.933638 \nL 711.605577 76.22792 \nL 711.675077 76.462066 \nL 711.883578 75.363283 \nL 712.022578 76.989207 \nL 712.092079 76.84296 \nL 712.37008 79.616078 \nL 712.43958 78.981903 \nL 712.578581 77.925492 \nL 712.717581 77.063253 \nL 712.787081 77.154457 \nL 712.926082 77.628358 \nL 713.204083 74.109601 \nL 713.412584 72.062823 \nL 713.482084 72.331522 \nL 713.690585 71.153421 \nL 713.899086 74.038716 \nL 714.038086 75.253775 \nL 714.177087 76.622689 \nL 714.316087 74.991047 \nL 714.594088 77.680303 \nL 714.733089 77.184978 \nL 714.802589 77.453146 \nL 714.872089 77.321176 \nL 714.94159 75.941361 \nL 715.01109 76.367354 \nL 715.219591 74.460251 \nL 715.289091 73.834368 \nL 715.358591 75.36399 \nL 715.428091 74.713535 \nL 715.567092 75.655675 \nL 715.636592 74.530066 \nL 715.706092 75.054919 \nL 715.775593 75.253153 \nL 715.914593 76.29348 \nL 715.984093 73.611651 \nL 716.053594 73.758257 \nL 716.123094 73.758257 \nL 716.192594 75.781804 \nL 716.262095 75.59077 \nL 716.401095 73.371535 \nL 716.540096 75.227672 \nL 716.609596 74.399341 \nL 716.818097 76.602267 \nL 716.887597 76.442237 \nL 716.957097 76.505335 \nL 717.443599 71.987304 \nL 717.513099 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727.521137 59.282358 \nL 727.660138 56.795574 \nL 727.729638 57.863922 \nL 727.799138 57.317906 \nL 728.14664 53.866238 \nL 728.21614 53.984948 \nL 728.494141 49.755961 \nL 728.702642 52.182478 \nL 728.772142 50.693289 \nL 728.911143 52.363154 \nL 729.050143 50.18487 \nL 729.189144 52.129646 \nL 729.258644 54.220539 \nL 729.328144 53.934359 \nL 729.467145 55.981675 \nL 729.536645 53.825221 \nL 729.606145 53.893615 \nL 729.745146 56.724741 \nL 729.814646 55.649406 \nL 729.884146 54.591082 \nL 730.231648 58.580307 \nL 730.301148 57.649871 \nL 730.370648 58.075011 \nL 730.509649 57.450463 \nL 730.648649 59.145177 \nL 730.718149 59.004011 \nL 730.78765 59.822759 \nL 730.85715 57.922345 \nL 730.92665 58.322581 \nL 730.99615 57.937506 \nL 731.135151 61.60843 \nL 731.204651 60.064032 \nL 731.274151 60.513265 \nL 731.343652 61.134925 \nL 731.413152 60.829662 \nL 731.552153 59.699992 \nL 731.760653 60.848294 \nL 731.969154 57.730329 \nL 732.038654 58.056427 \nL 732.108155 58.043256 \nL 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56.7037 \nL 737.459675 57.746764 \nL 737.529175 57.280298 \nL 737.598675 57.546098 \nL 737.737676 56.525484 \nL 737.876677 54.06473 \nL 738.015677 57.023265 \nL 738.085177 56.618297 \nL 738.293678 58.094001 \nL 738.363178 58.094001 \nL 738.432679 57.866125 \nL 738.571679 58.702674 \nL 738.641179 58.256868 \nL 738.71068 58.664805 \nL 738.84968 57.860582 \nL 738.91918 58.447672 \nL 738.988681 57.302878 \nL 739.058181 57.63412 \nL 739.405682 59.077699 \nL 739.475183 58.45624 \nL 739.614183 60.408896 \nL 739.753184 58.443861 \nL 739.822684 58.715746 \nL 739.892184 59.765394 \nL 739.961684 59.730467 \nL 740.031185 59.175263 \nL 740.100685 59.654282 \nL 740.239685 61.62378 \nL 740.378686 60.243816 \nL 740.448186 60.916142 \nL 740.517687 59.410052 \nL 740.587187 59.695129 \nL 740.656687 58.95284 \nL 740.795688 60.325422 \nL 741.004188 58.294966 \nL 741.143189 59.328829 \nL 741.282189 59.062079 \nL 741.560191 55.568409 \nL 741.699191 56.182767 \nL 741.768691 55.095637 \nL 741.838192 55.68579 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746.494709 51.214062 \nL 746.564209 51.318144 \nL 746.70321 52.277157 \nL 746.842211 52.679473 \nL 746.911711 52.436544 \nL 746.981211 52.739184 \nL 747.050711 52.165397 \nL 747.120212 52.241677 \nL 747.189712 52.204054 \nL 747.259212 52.584331 \nL 747.328712 51.773911 \nL 747.398213 52.034626 \nL 747.467713 52.286553 \nL 747.676214 50.327158 \nL 747.745714 52.708637 \nL 747.815214 52.092729 \nL 747.954215 51.229908 \nL 748.023715 53.513137 \nL 748.093215 53.21344 \nL 748.232216 52.455057 \nL 748.510217 55.739274 \nL 748.579717 55.351736 \nL 748.649217 55.590088 \nL 748.718718 55.729929 \nL 748.927218 58.576859 \nL 748.996719 58.877355 \nL 749.27472 62.043845 \nL 749.34422 61.417936 \nL 749.830722 66.849506 \nL 749.900222 67.095209 \nL 749.969722 66.546384 \nL 750.456224 70.672523 \nL 750.525725 70.215069 \nL 750.734225 72.537388 \nL 750.942726 68.850171 \nL 751.081727 69.965315 \nL 751.151227 69.612395 \nL 751.290227 72.026655 \nL 751.359728 71.20503 \nL 751.498728 70.86751 \nL 751.637729 68.686441 \nL 751.707229 68.841089 \nL 751.91573 71.405581 \nL 752.193731 72.999252 \nL 752.332731 72.042924 \nL 752.541232 74.192374 \nL 752.610732 73.743792 \nL 752.888733 76.653073 \nL 753.097234 74.590982 \nL 753.236235 73.884101 \nL 753.305735 73.913249 \nL 753.375235 73.729847 \nL 753.444736 73.980803 \nL 753.583736 73.19646 \nL 753.653236 72.214875 \nL 753.792237 74.250363 \nL 754.070238 71.587044 \nL 754.139738 71.928234 \nL 754.209238 71.493693 \nL 754.278739 72.690687 \nL 754.48724 70.095276 \nL 754.55674 71.662687 \nL 754.62624 71.012384 \nL 754.69574 70.993042 \nL 754.904241 69.461998 \nL 755.043242 67.235181 \nL 755.112742 67.159901 \nL 755.182242 68.031373 \nL 755.251742 67.650175 \nL 755.321243 67.671868 \nL 755.390743 68.080997 \nL 755.738244 63.952084 \nL 755.807745 64.877169 \nL 755.877245 64.836768 \nL 755.946745 63.932703 \nL 756.016245 64.431464 \nL 756.155246 64.43551 \nL 756.224746 62.842142 \nL 756.294246 63.405581 \nL 756.363747 63.588873 \nL 756.433247 64.93233 \nL 756.502747 63.324516 \nL 756.572247 63.994123 \nL 756.780748 62.419703 \nL 756.989249 64.638563 \nL 757.19775 63.555346 \nL 757.26725 64.892422 \nL 757.33675 64.46493 \nL 757.545251 61.896191 \nL 757.614751 61.793226 \nL 757.753752 60.307391 \nL 757.823252 60.307391 \nL 757.892752 59.211321 \nL 757.962253 59.591402 \nL 758.101253 59.29336 \nL 758.379254 55.787186 \nL 758.448755 55.447122 \nL 758.518255 54.094749 \nL 758.587755 54.95738 \nL 758.657255 54.747389 \nL 758.726756 53.062347 \nL 758.796256 54.243932 \nL 758.865756 53.580195 \nL 759.004757 53.43837 \nL 759.074257 52.973022 \nL 759.282758 56.112723 \nL 759.352258 55.812679 \nL 759.421758 56.561559 \nL 759.630259 55.506318 \nL 759.90826 58.218117 \nL 759.97776 57.947282 \nL 760.116761 55.413792 \nL 760.186261 56.467597 \nL 760.394762 54.640701 \nL 760.811764 58.463341 \nL 761.020264 60.001028 \nL 761.089765 59.95785 \nL 761.159265 60.102166 \nL 761.228765 60.574752 \nL 761.298265 59.579679 \nL 761.437266 60.281846 \nL 761.576266 59.957801 \nL 761.645767 60.357612 \nL 761.784767 58.373677 \nL 761.993268 60.226313 \nL 762.132269 58.221846 \nL 762.201769 58.7372 \nL 762.340769 55.312022 \nL 762.41027 55.408769 \nL 762.61877 57.237805 \nL 762.966272 59.545803 \nL 763.035772 58.571978 \nL 763.174773 59.941869 \nL 763.244273 59.178893 \nL 763.313773 59.630238 \nL 763.383273 59.630238 \nL 763.522274 60.033955 \nL 763.800275 57.648381 \nL 763.869775 57.718191 \nL 764.078276 55.970811 \nL 764.147776 56.036049 \nL 764.217276 56.25423 \nL 764.356277 54.477419 \nL 764.634278 57.903648 \nL 764.703778 57.810266 \nL 764.773279 58.127852 \nL 764.912279 55.816949 \nL 764.981779 55.875766 \nL 765.05128 57.264067 \nL 765.12078 55.740365 \nL 765.19028 56.320183 \nL 765.25978 56.195301 \nL 765.329281 56.685749 \nL 765.537781 55.153281 \nL 765.607282 56.711185 \nL 765.676782 56.561869 \nL 766.093784 53.161848 \nL 766.163284 53.161848 \nL 766.302284 51.919329 \nL 766.371785 52.290495 \nL 766.441285 52.794244 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769.985798 59.162971 \nL 770.124799 59.731924 \nL 770.263799 59.048211 \nL 770.4723 60.345554 \nL 770.5418 59.897645 \nL 770.750301 61.918074 \nL 770.819802 61.440604 \nL 770.889302 61.769608 \nL 771.028302 59.867782 \nL 771.097803 60.731559 \nL 771.167303 60.615198 \nL 771.306303 61.258453 \nL 771.445304 58.830831 \nL 771.514804 60.138258 \nL 771.723305 60.656522 \nL 772.070806 58.517924 \nL 772.279307 62.092115 \nL 772.348807 61.852589 \nL 772.418308 61.451055 \nL 772.626808 62.211031 \nL 772.696309 61.874508 \nL 772.904809 64.390032 \nL 772.97431 64.892723 \nL 773.04381 64.57264 \nL 773.252311 66.046028 \nL 773.321811 66.168819 \nL 773.599812 63.581783 \nL 773.669312 64.752918 \nL 773.947313 60.867439 \nL 774.016814 61.771088 \nL 774.225314 59.346143 \nL 774.364315 58.571303 \nL 774.572816 59.540821 \nL 774.642316 59.368865 \nL 774.781317 56.324196 \nL 774.850817 56.949434 \nL 774.920317 55.85571 \nL 774.989817 55.874851 \nL 775.406819 59.732101 \nL 775.61532 57.452543 \nL 776.101822 63.059449 \nL 776.171322 62.552349 \nL 776.240822 63.175133 \nL 776.379823 62.322907 \nL 776.518823 63.350575 \nL 776.727324 61.234216 \nL 776.796824 61.030601 \nL 776.866324 61.456384 \nL 776.935825 61.419558 \nL 777.005325 61.068948 \nL 777.352826 57.320927 \nL 777.422327 57.217566 \nL 777.491827 57.398908 \nL 777.630827 58.428175 \nL 777.769828 57.336873 \nL 777.839328 57.774591 \nL 778.25633 54.306857 \nL 778.32583 54.992937 \nL 778.603831 58.956776 \nL 778.881832 61.30121 \nL 779.020833 60.79509 \nL 779.159833 59.695806 \nL 779.229333 60.109986 \nL 779.368334 59.074302 \nL 779.437834 59.751534 \nL 779.924336 55.238701 \nL 780.063337 53.944342 \nL 780.132837 54.617662 \nL 780.202337 54.241855 \nL 780.271837 54.647258 \nL 780.549838 52.435461 \nL 780.619339 52.145164 \nL 780.758339 53.502077 \nL 780.827839 52.631576 \nL 780.96684 56.551264 \nL 781.105841 56.274277 \nL 781.175341 56.012985 \nL 781.314341 56.731194 \nL 781.383842 56.179001 \nL 781.522842 56.720463 \nL 781.661843 55.611435 \nL 781.800843 56.7502 \nL 781.870343 57.040288 \nL 782.078844 55.076528 \nL 782.217845 55.681456 \nL 782.287345 54.617781 \nL 782.356845 54.831892 \nL 782.426346 55.302674 \nL 782.565346 54.31277 \nL 782.634846 54.26245 \nL 782.704347 53.238119 \nL 782.773847 53.810443 \nL 782.843347 53.810443 \nL 783.121348 48.73625 \nL 783.190848 49.588236 \nL 783.260349 49.081304 \nL 783.329849 49.32839 \nL 783.46885 48.039184 \nL 783.53835 48.871628 \nL 783.746851 47.321742 \nL 783.816351 48.117711 \nL 783.885851 47.658709 \nL 784.024852 49.016808 \nL 784.302853 46.448784 \nL 784.511353 49.488229 \nL 784.580854 49.842625 \nL 784.650354 51.482736 \nL 784.719854 51.097645 \nL 784.858855 49.824065 \nL 784.997855 50.832399 \nL 785.692858 58.168504 \nL 785.762358 57.883341 \nL 786.040359 60.943878 \nL 786.10986 61.580114 \nL 786.17936 61.353421 \nL 786.24886 59.851643 \nL 786.31836 60.889211 \nL 786.387861 60.063481 \nL 786.526861 61.447787 \nL 786.596361 61.440537 \nL 786.804862 62.536685 \nL 787.013363 64.501425 \nL 787.291364 59.944022 \nL 787.360864 60.138419 \nL 787.430365 60.035029 \nL 787.499865 59.12885 \nL 787.569365 59.434139 \nL 787.638865 59.648522 \nL 787.777866 61.289981 \nL 787.847366 60.31557 \nL 787.916866 60.95293 \nL 788.055867 59.700123 \nL 788.194867 60.965215 \nL 788.264368 59.769781 \nL 788.333868 60.08064 \nL 788.403368 60.08064 \nL 788.472868 61.25191 \nL 788.542369 60.70786 \nL 788.611869 61.079905 \nL 788.75087 59.488473 \nL 788.82037 59.659556 \nL 788.88987 58.595456 \nL 788.95937 58.879268 \nL 789.167871 59.645493 \nL 789.237371 60.332635 \nL 789.306872 59.707624 \nL 789.376372 60.296065 \nL 789.515372 57.87004 \nL 789.723873 60.09545 \nL 789.793374 59.884033 \nL 789.862874 60.051922 \nL 789.932374 59.857442 \nL 790.001874 59.93763 \nL 790.071375 59.826798 \nL 790.210375 61.095961 \nL 790.279875 59.262278 \nL 790.418876 61.168064 \nL 790.488376 61.666727 \nL 790.557876 60.580279 \nL 790.627377 60.789823 \nL 790.696877 61.47042 \nL 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594.706133 201.695497 \nL 594.845134 199.693451 \nL 594.984134 199.976331 \nL 595.192635 201.871705 \nL 595.331636 199.623448 \nL 595.401136 199.462625 \nL 595.470636 199.718766 \nL 595.540136 199.399912 \nL 595.609637 200.420386 \nL 595.679137 199.404524 \nL 595.748637 200.641938 \nL 595.818138 200.091988 \nL 596.096139 197.41447 \nL 596.165639 197.554512 \nL 596.235139 198.275901 \nL 596.304639 197.590678 \nL 596.44364 198.599895 \nL 596.652141 197.414 \nL 596.721641 197.540131 \nL 596.791141 198.422893 \nL 596.930142 197.296726 \nL 597.069142 200.282181 \nL 597.138643 200.205716 \nL 597.208143 200.566123 \nL 597.277643 200.031049 \nL 597.347143 200.907391 \nL 597.486144 199.898337 \nL 597.555644 200.503443 \nL 597.625144 199.927798 \nL 597.903145 201.786538 \nL 598.181147 198.650497 \nL 598.250647 199.692229 \nL 598.320147 198.026496 \nL 598.389647 198.102951 \nL 598.459148 198.051223 \nL 598.806649 192.308433 \nL 598.876149 193.354632 \nL 598.945649 193.628586 \nL 599.08465 195.151225 \nL 599.15415 194.938214 \nL 599.22365 194.023173 \nL 599.362651 195.685061 \nL 599.640652 192.79416 \nL 599.779653 194.375708 \nL 599.849153 193.163295 \nL 599.988153 194.145793 \nL 600.127154 192.07701 \nL 600.196654 193.257153 \nL 600.335655 191.48011 \nL 600.474655 192.412171 \nL 600.752656 190.530743 \nL 601.030657 193.468194 \nL 601.169658 190.946114 \nL 601.447659 194.366443 \nL 601.65616 190.48658 \nL 601.72566 191.219781 \nL 601.79516 190.728995 \nL 601.86466 192.38949 \nL 602.003661 189.759055 \nL 602.073161 190.070812 \nL 602.142662 190.070812 \nL 602.212162 189.286803 \nL 602.490163 192.080589 \nL 602.559663 191.479664 \nL 602.629163 192.640947 \nL 602.698664 192.423259 \nL 602.768164 192.639133 \nL 602.837664 189.775557 \nL 602.907164 191.166625 \nL 602.976665 191.567486 \nL 603.185165 194.271108 \nL 603.254666 194.342825 \nL 603.324166 194.920844 \nL 603.602167 190.360572 \nL 603.671667 190.774269 \nL 603.741168 190.706529 \nL 603.949668 185.94929 \nL 604.019169 187.862909 \nL 604.088669 187.702892 \nL 604.158169 188.429053 \nL 604.29717 187.556421 \nL 604.43617 191.282444 \nL 604.505671 188.63236 \nL 604.714171 193.525491 \nL 604.783672 192.694587 \nL 604.853172 193.108571 \nL 604.992172 193.158638 \nL 605.061673 192.698764 \nL 605.131173 192.784135 \nL 605.200673 190.94234 \nL 605.409174 193.144771 \nL 605.478674 192.741024 \nL 605.617675 193.695935 \nL 605.687175 193.210112 \nL 605.756675 193.560461 \nL 605.895676 197.585361 \nL 605.965176 197.539286 \nL 606.173677 195.110312 \nL 606.382178 196.351991 \nL 606.521178 194.585344 \nL 606.590678 196.177902 \nL 606.660179 195.416939 \nL 606.729679 195.222837 \nL 606.868679 193.839368 \nL 606.93818 193.991461 \nL 607.07718 193.099577 \nL 607.146681 192.000356 \nL 607.355181 195.204069 \nL 607.424682 195.373028 \nL 607.494182 195.135961 \nL 607.563682 194.008343 \nL 607.633182 194.031644 \nL 607.702683 194.031644 \nL 607.911183 197.224614 \nL 608.189184 194.572293 \nL 608.258685 194.049467 \nL 608.328185 194.38262 \nL 608.397685 193.2024 \nL 608.467186 193.770182 \nL 608.536686 194.066099 \nL 608.675686 192.499697 \nL 608.814687 194.927352 \nL 608.884187 194.930624 \nL 608.953687 194.593314 \nL 609.162188 197.57793 \nL 609.301189 194.235879 \nL 609.370689 195.39384 \nL 609.440189 195.162294 \nL 609.57919 196.690225 \nL 609.71819 194.789386 \nL 609.787691 196.323567 \nL 609.857191 195.789695 \nL 609.926691 196.413361 \nL 610.065692 198.846992 \nL 610.274192 198.465817 \nL 610.413193 196.017278 \nL 610.482693 196.017278 \nL 610.552193 196.626314 \nL 610.830195 192.511012 \nL 610.899695 192.870559 \nL 611.038695 190.880092 \nL 611.108196 191.032735 \nL 611.316696 192.966234 \nL 611.386197 192.793564 \nL 611.455697 192.896612 \nL 611.594697 195.735375 \nL 611.733698 193.715966 \nL 611.803198 193.401748 \nL 611.872698 190.376715 \nL 611.942199 191.461889 \nL 612.011699 190.117269 \nL 612.1507 191.49826 \nL 612.2897 189.806426 \nL 612.567701 195.157959 \nL 612.637201 193.99307 \nL 612.776202 193.228833 \nL 612.915202 196.035132 \nL 612.984703 194.311534 \nL 613.054203 195.547695 \nL 613.123703 195.158583 \nL 613.401704 192.173105 \nL 613.471205 192.513941 \nL 613.610205 191.052744 \nL 613.679705 191.538098 \nL 613.749206 189.951892 \nL 613.818706 190.018944 \nL 613.888206 190.269292 \nL 614.027207 191.802702 \nL 614.166207 191.478503 \nL 614.235707 192.437301 \nL 614.305208 190.721195 \nL 614.374708 191.454206 \nL 614.444208 191.676327 \nL 614.513708 193.589104 \nL 614.583209 193.552466 \nL 614.722209 193.31092 \nL 614.93071 189.529484 \nL 615.00021 191.0472 \nL 615.139211 189.849796 \nL 615.208711 189.896662 \nL 615.556212 194.408903 \nL 615.625713 193.077653 \nL 615.695213 192.585354 \nL 615.834213 189.488746 \nL 615.973214 191.189033 \nL 616.042714 191.213998 \nL 616.320715 193.775595 \nL 616.390216 192.665832 \nL 616.459716 193.465235 \nL 616.529216 193.291544 \nL 616.876717 192.510431 \nL 616.946218 191.631716 \nL 617.015718 192.249863 \nL 617.085218 192.142677 \nL 617.154719 191.278355 \nL 617.224219 192.423076 \nL 617.293719 190.901028 \nL 617.363219 191.711835 \nL 617.43272 191.613323 \nL 617.50222 190.015431 \nL 617.57172 190.077244 \nL 617.64122 189.56306 \nL 617.710721 189.928112 \nL 617.780221 189.488203 \nL 617.849721 188.232022 \nL 617.919221 188.292126 \nL 617.988722 188.666638 \nL 618.058222 187.5234 \nL 618.127722 188.294903 \nL 618.197222 188.123388 \nL 618.266723 188.372661 \nL 618.544724 191.569048 \nL 618.892225 193.056867 \nL 618.961725 192.91758 \nL 619.100726 194.923048 \nL 619.239726 193.525859 \nL 619.378727 196.120754 \nL 619.448227 195.464927 \nL 619.517727 195.677878 \nL 619.587228 195.819091 \nL 619.656728 194.526566 \nL 619.726228 194.987268 \nL 619.795729 194.764736 \nL 619.865229 195.383813 \nL 620.07373 193.080752 \nL 620.14323 192.881004 \nL 620.28223 190.539845 \nL 620.351731 191.038259 \nL 620.560231 188.994924 \nL 620.629732 189.434513 \nL 620.699232 189.421357 \nL 620.838232 188.366031 \nL 621.185734 192.218767 \nL 621.255234 192.040064 \nL 621.463735 190.36874 \nL 621.533235 190.654905 \nL 621.602735 190.404555 \nL 621.672236 190.453127 \nL 621.811236 191.13212 \nL 621.880736 191.954305 \nL 622.089237 188.835508 \nL 622.158737 188.846703 \nL 622.367238 186.771978 \nL 622.575739 188.454828 \nL 622.645239 186.340709 \nL 622.71474 186.420103 \nL 622.92324 187.495438 \nL 623.062241 185.579808 \nL 623.270742 186.2743 \nL 623.340242 186.13302 \nL 623.618243 189.465 \nL 623.687743 189.689888 \nL 623.757244 188.474182 \nL 623.826744 188.803912 \nL 624.035245 193.042347 \nL 624.243745 191.713594 \nL 624.382746 191.419059 \nL 624.660747 194.458721 \nL 624.730247 194.971967 \nL 624.799748 193.59217 \nL 625.008248 196.057468 \nL 625.147249 195.200672 \nL 625.216749 195.374799 \nL 625.286249 197.163969 \nL 625.35575 196.659952 \nL 625.49475 195.109851 \nL 625.56425 195.584824 \nL 625.772751 193.276819 \nL 625.911752 194.693695 \nL 626.050752 195.582373 \nL 626.120253 194.799156 \nL 626.189753 192.127888 \nL 626.259253 192.331578 \nL 626.328753 193.15433 \nL 626.398254 192.805413 \nL 627.023756 188.235595 \nL 627.162756 188.443494 \nL 627.510258 191.685417 \nL 627.579758 191.855623 \nL 627.718759 195.658452 \nL 627.788259 193.133407 \nL 627.99676 195.835935 \nL 628.483261 199.47983 \nL 628.622262 198.802523 \nL 628.691762 200.144993 \nL 628.761263 199.795084 \nL 629.108764 197.109647 \nL 629.317265 195.72676 \nL 629.386765 197.535674 \nL 629.456265 196.680938 \nL 629.525765 197.786441 \nL 629.664766 196.851587 \nL 629.803766 197.354539 \nL 629.942767 197.204146 \nL 630.012267 197.200878 \nL 630.220768 198.893221 \nL 630.290268 196.646979 \nL 630.359769 198.142114 \nL 630.568269 192.421087 \nL 630.63777 192.873788 \nL 630.70727 193.360995 \nL 630.84627 190.650869 \nL 630.915771 192.458183 \nL 630.985271 191.103587 \nL 631.054771 191.194967 \nL 631.124272 191.950801 \nL 631.193772 190.875875 \nL 631.263272 191.851666 \nL 631.332772 194.509894 \nL 631.402273 192.552628 \nL 631.471773 193.712464 \nL 631.541273 193.420456 \nL 631.610773 192.441692 \nL 631.680274 193.368823 \nL 631.749774 193.007202 \nL 631.819274 192.091057 \nL 632.027775 193.816356 \nL 632.236276 190.602307 \nL 632.375276 190.72533 \nL 632.444777 190.612778 \nL 632.514277 189.78004 \nL 632.653277 190.960583 \nL 632.722778 190.960583 \nL 632.861778 192.634005 \nL 632.931278 191.586506 \nL 633.000779 192.767837 \nL 633.070279 192.094637 \nL 633.139779 192.139446 \nL 633.209279 191.480407 \nL 633.41778 195.370692 \nL 633.556781 192.189572 \nL 633.626281 193.117786 \nL 633.695781 193.995985 \nL 633.904282 191.235148 \nL 633.973782 189.937927 \nL 634.043283 190.437898 \nL 634.460284 197.106226 \nL 634.529784 196.978605 \nL 634.599285 197.051672 \nL 634.807785 195.024469 \nL 634.877286 195.629003 \nL 635.016286 194.20325 \nL 635.224787 187.650246 \nL 635.363788 187.039687 \nL 635.502788 185.302208 \nL 635.641789 186.348213 \nL 635.711289 185.905385 \nL 635.850289 187.861598 \nL 636.197791 186.567574 \nL 636.267291 184.743186 \nL 636.336791 186.369177 \nL 636.406292 186.339819 \nL 636.545292 183.708711 \nL 636.684293 184.88473 \nL 636.823293 186.715877 \nL 636.892793 186.522085 \nL 636.962294 186.710091 \nL 637.031794 187.808076 \nL 637.101294 187.092329 \nL 637.170794 187.699459 \nL 637.379295 183.984638 \nL 637.448795 184.45126 \nL 637.587796 183.737213 \nL 637.657296 184.177234 \nL 637.726797 184.484373 \nL 637.796297 184.372717 \nL 637.935297 184.546597 \nL 638.004798 184.021734 \nL 638.143798 181.37028 \nL 638.421799 184.481836 \nL 638.491299 185.672551 \nL 638.5608 185.151677 \nL 638.6303 183.161562 \nL 638.6998 184.250819 \nL 638.769301 184.859223 \nL 638.838801 184.81379 \nL 639.186302 181.869708 \nL 639.394803 183.596258 \nL 639.533803 181.71858 \nL 639.603304 182.228527 \nL 639.672804 181.394791 \nL 639.811804 183.346624 \nL 639.881305 182.599791 \nL 639.950805 182.234989 \nL 640.089806 183.940941 \nL 640.159306 183.124318 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195.248 \nL 644.746323 194.310508 \nL 644.954824 196.089859 \nL 645.093825 195.515253 \nL 645.163325 195.14172 \nL 645.232825 195.270249 \nL 645.371826 196.835539 \nL 645.441326 196.273557 \nL 645.649827 198.294838 \nL 645.788827 196.08042 \nL 645.858327 196.853411 \nL 646.136328 192.59532 \nL 646.205829 193.763201 \nL 646.275329 193.65038 \nL 646.41433 192.282216 \nL 646.48383 192.705612 \nL 646.900831 186.481954 \nL 646.970332 186.597756 \nL 647.178832 189.347899 \nL 647.387333 185.37062 \nL 647.456833 185.245523 \nL 648.082336 178.063594 \nL 648.151836 178.623782 \nL 648.360337 181.80337 \nL 648.429837 181.66362 \nL 648.777338 183.60369 \nL 648.916339 181.495143 \nL 648.985839 181.648676 \nL 649.05534 182.001186 \nL 649.19434 179.921569 \nL 649.26384 180.93638 \nL 649.333341 180.529376 \nL 649.402841 180.533727 \nL 649.541841 182.461663 \nL 649.680842 181.845906 \nL 649.750342 182.903696 \nL 649.819842 181.41559 \nL 649.889343 181.783764 \nL 649.958843 181.922517 \nL 650.028343 181.63489 \nL 650.097843 181.761324 \nL 650.236844 179.93322 \nL 650.445345 181.434052 \nL 650.514845 182.454384 \nL 650.931847 176.196785 \nL 651.001347 177.446978 \nL 651.070847 176.328594 \nL 651.140347 176.584939 \nL 651.209848 176.473404 \nL 651.279348 178.775788 \nL 651.348848 178.205082 \nL 651.418348 178.043167 \nL 651.69635 181.918133 \nL 651.76585 182.222213 \nL 651.83535 180.900984 \nL 651.90485 181.266043 \nL 652.043851 181.030276 \nL 652.182851 183.172013 \nL 652.252352 182.846826 \nL 652.321852 181.761947 \nL 652.599853 184.326545 \nL 652.738854 184.864785 \nL 652.947354 183.643881 \nL 653.016855 181.810368 \nL 653.086355 182.19905 \nL 653.155855 182.368425 \nL 653.294856 180.662295 \nL 653.364356 180.64674 \nL 653.503356 181.450743 \nL 653.572857 180.006695 \nL 653.711857 182.008505 \nL 653.850858 180.366973 \nL 653.920358 181.256327 \nL 654.059359 179.734839 \nL 654.33736 181.964035 \nL 654.47636 180.588215 \nL 654.754361 181.660161 \nL 654.823861 179.809367 \nL 654.893362 179.944465 \nL 654.962862 179.944465 \nL 655.032362 178.860933 \nL 655.101862 179.944145 \nL 655.171363 178.675722 \nL 655.310363 179.980002 \nL 655.518864 178.498542 \nL 655.657865 179.367153 \nL 655.866365 177.781056 \nL 656.213867 181.306704 \nL 656.283367 181.265885 \nL 656.352867 181.47105 \nL 656.422367 181.157597 \nL 656.491868 182.695389 \nL 656.561368 181.832254 \nL 656.630868 182.296691 \nL 656.700369 181.391811 \nL 656.769869 182.477391 \nL 656.839369 181.892585 \nL 657.04787 183.123712 \nL 657.325871 181.013011 \nL 657.464871 177.809324 \nL 657.534372 178.068641 \nL 657.603872 179.182945 \nL 657.742872 177.983822 \nL 657.812373 179.218349 \nL 657.881873 178.345669 \nL 657.951373 180.66857 \nL 658.020874 179.85259 \nL 658.159874 180.928354 \nL 658.298875 179.582257 \nL 658.507375 181.767097 \nL 658.576876 181.432304 \nL 658.785376 178.375054 \nL 658.924377 177.346324 \nL 658.993877 178.040764 \nL 659.063378 177.438058 \nL 659.132878 178.328331 \nL 659.202378 177.746557 \nL 659.410879 179.531677 \nL 659.549879 178.489119 \nL 659.61938 180.066617 \nL 659.68888 179.765129 \nL 659.82788 178.71007 \nL 659.966881 179.051939 \nL 660.036381 177.818673 \nL 660.105881 179.40835 \nL 660.175382 178.533097 \nL 660.383883 176.231698 \nL 660.453383 176.494801 \nL 660.522883 178.798676 \nL 660.592383 178.787909 \nL 660.661884 178.919523 \nL 660.800884 179.693727 \nL 660.870384 179.466694 \nL 661.009385 180.404161 \nL 661.078885 179.46996 \nL 661.148385 180.12913 \nL 661.217886 179.763716 \nL 661.356886 176.359745 \nL 661.426386 176.432993 \nL 661.495887 176.458597 \nL 661.565387 175.12969 \nL 661.634887 175.333022 \nL 661.773888 174.597789 \nL 662.051889 177.322809 \nL 662.121389 177.237278 \nL 662.190889 177.572987 \nL 662.26039 176.791638 \nL 662.46889 178.024959 \nL 662.538391 176.567764 \nL 662.677391 178.344317 \nL 662.816392 177.087906 \nL 662.955392 178.454848 \nL 663.024893 178.109496 \nL 663.163893 175.939808 \nL 663.233393 176.016263 \nL 663.372394 178.354037 \nL 663.580895 175.372304 \nL 663.719895 176.525408 \nL 663.789395 175.997509 \nL 664.067396 171.938115 \nL 664.206397 174.063586 \nL 664.275897 174.045347 \nL 664.345398 172.813038 \nL 664.414898 173.470848 \nL 664.484398 173.406237 \nL 664.692899 171.439099 \nL 664.762399 171.332683 \nL 664.9709 174.492014 \nL 665.0404 172.975675 \nL 665.1099 174.97355 \nL 665.179401 174.062088 \nL 665.248901 173.717739 \nL 665.318401 174.156151 \nL 665.457402 173.093937 \nL 665.526902 174.364539 \nL 665.665903 172.839835 \nL 665.735403 172.926417 \nL 665.804903 172.790561 \nL 665.874403 173.507736 \nL 665.943904 172.478103 \nL 666.152404 173.615888 \nL 666.221905 173.426455 \nL 666.291405 172.39789 \nL 666.499906 176.037899 \nL 666.569406 175.666672 \nL 666.777907 173.113876 \nL 666.847407 173.617082 \nL 667.194908 169.472929 \nL 667.264409 169.117869 \nL 667.472909 170.652292 \nL 667.54241 169.84097 \nL 667.61191 169.988793 \nL 667.75091 172.82978 \nL 667.889911 172.201427 \nL 667.959411 171.641 \nL 668.376413 175.90115 \nL 668.445913 175.185542 \nL 668.584914 176.810819 \nL 669.001915 173.894218 \nL 669.071415 174.161554 \nL 669.140916 173.760138 \nL 669.279916 174.347826 \nL 669.349417 176.443156 \nL 669.418917 175.610039 \nL 669.488417 175.012876 \nL 669.557917 176.453213 \nL 669.627418 175.734592 \nL 669.696918 176.098292 \nL 669.766418 177.193407 \nL 669.974919 175.364491 \nL 670.044419 176.374762 \nL 670.113919 175.979934 \nL 670.18342 176.14553 \nL 670.39192 173.736037 \nL 670.808922 172.146765 \nL 671.017423 170.650181 \nL 671.156423 171.95369 \nL 671.225924 174.310775 \nL 671.295424 173.693727 \nL 671.434424 174.276853 \nL 671.503925 174.054714 \nL 671.573425 173.381044 \nL 671.642925 173.616206 \nL 671.712425 175.03828 \nL 671.781926 174.334604 \nL 671.920926 175.395009 \nL 672.059927 174.248937 \nL 672.546429 178.736725 \nL 672.615929 176.812916 \nL 672.685429 177.127765 \nL 672.754929 178.234071 \nL 672.82443 177.899718 \nL 672.96343 175.661932 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174.323287 \nL 677.341947 173.618683 \nL 677.480947 174.257203 \nL 677.689448 172.302709 \nL 677.758948 173.729837 \nL 677.828449 172.76034 \nL 677.897949 173.400465 \nL 677.967449 173.316637 \nL 678.10645 172.393015 \nL 678.17595 173.925046 \nL 678.24545 173.710986 \nL 678.453951 171.954882 \nL 678.523451 171.124668 \nL 678.592952 173.131343 \nL 678.662452 172.935893 \nL 679.079453 177.223768 \nL 679.148954 177.24244 \nL 679.218454 177.896078 \nL 679.357455 175.30723 \nL 679.426955 175.492429 \nL 679.635456 177.82637 \nL 679.704956 177.771635 \nL 679.913457 175.790122 \nL 679.982957 175.790122 \nL 680.052457 176.041783 \nL 680.121957 175.667427 \nL 680.191458 176.187509 \nL 680.469459 180.261903 \nL 680.538959 179.755518 \nL 680.608459 181.889555 \nL 680.67796 181.243744 \nL 680.81696 182.932702 \nL 681.233962 176.612333 \nL 681.442462 178.958343 \nL 681.511963 178.601807 \nL 681.581463 177.462452 \nL 681.650963 178.011094 \nL 681.720463 179.216208 \nL 681.789964 178.116317 \nL 681.928964 179.75306 \nL 681.998465 178.829106 \nL 682.067965 179.211132 \nL 682.345966 181.395414 \nL 682.415466 180.634863 \nL 682.762967 186.259827 \nL 682.832468 185.100753 \nL 682.901968 185.69541 \nL 682.971468 187.663296 \nL 683.040968 185.540656 \nL 683.110469 185.737435 \nL 683.249469 186.658059 \nL 683.31897 186.037036 \nL 683.38847 186.965492 \nL 683.52747 185.632299 \nL 683.596971 187.379689 \nL 683.805471 183.644192 \nL 683.944472 186.195894 \nL 684.083472 184.809144 \nL 684.569974 190.955079 \nL 684.639475 191.259579 \nL 684.708975 190.963534 \nL 684.778475 190.047524 \nL 684.847975 190.559046 \nL 684.917476 191.524245 \nL 684.986976 191.323912 \nL 685.056476 191.896113 \nL 685.195477 189.031035 \nL 685.334477 190.483019 \nL 685.473478 188.243631 \nL 685.542978 188.748301 \nL 685.612478 189.642416 \nL 685.681978 189.158841 \nL 685.820979 190.334703 \nL 685.890479 191.43231 \nL 685.95998 190.766596 \nL 686.237981 194.987709 \nL 686.307481 193.555412 \nL 686.376981 194.206331 \nL 686.446481 193.524057 \nL 686.515982 193.626953 \nL 686.585482 193.574642 \nL 686.724482 194.903866 \nL 686.793983 193.769071 \nL 686.863483 193.864904 \nL 687.002484 195.645473 \nL 687.210984 194.657902 \nL 687.349985 196.851923 \nL 687.488985 193.603183 \nL 687.558486 194.132574 \nL 687.627986 195.869998 \nL 687.697486 195.397599 \nL 687.836487 197.290211 \nL 687.905987 197.053585 \nL 687.975487 196.160582 \nL 688.044987 196.982202 \nL 688.114488 195.869433 \nL 688.183988 197.637442 \nL 688.322989 195.815766 \nL 688.60099 197.72278 \nL 688.73999 196.204611 \nL 688.80949 196.663952 \nL 688.878991 196.434156 \nL 688.948491 194.284311 \nL 689.017991 194.506904 \nL 689.295992 192.064781 \nL 689.365492 190.181699 \nL 689.434993 190.388321 \nL 689.573993 193.557589 \nL 689.712994 191.951514 \nL 689.851994 193.867829 \nL 689.921495 193.796588 \nL 690.129995 196.33449 \nL 690.199496 196.465978 \nL 690.268996 197.572764 \nL 690.338496 197.308319 \nL 690.407996 195.854736 \nL 690.477497 195.985722 \nL 690.546997 195.951257 \nL 690.685997 194.105433 \nL 690.755498 194.391032 \nL 690.824998 193.883714 \nL 690.894498 194.87789 \nL 691.033499 194.170699 \nL 691.102999 194.002412 \nL 691.172499 194.438515 \nL 691.3115 193.432472 \nL 691.4505 194.12264 \nL 691.728501 191.279401 \nL 691.798002 192.201815 \nL 691.867502 191.814614 \nL 692.076003 191.101198 \nL 692.215003 192.177604 \nL 692.284504 192.053494 \nL 692.354004 190.676766 \nL 692.423504 192.183512 \nL 692.493004 191.433209 \nL 692.632005 190.492783 \nL 692.701505 190.665964 \nL 692.840506 192.595386 \nL 693.049006 190.394656 \nL 693.118507 190.75723 \nL 693.188007 190.60565 \nL 693.396508 188.353783 \nL 693.466008 187.993685 \nL 693.605009 188.733195 \nL 693.744009 187.075886 \nL 693.88301 187.882438 \nL 693.95251 187.742601 \nL 694.02201 186.293831 \nL 694.09151 186.373963 \nL 694.230511 185.4692 \nL 694.369511 183.710102 \nL 694.439012 184.45185 \nL 694.578012 183.599289 \nL 694.717013 184.890224 \nL 694.786513 184.16299 \nL 694.856013 184.529775 \nL 694.925514 184.525134 \nL 694.995014 183.552619 \nL 695.064514 186.040179 \nL 695.134014 186.016183 \nL 695.273015 184.268392 \nL 695.342515 185.27214 \nL 695.412015 184.651317 \nL 695.481516 184.872094 \nL 695.551016 185.744251 \nL 695.620516 185.470764 \nL 695.829017 185.08286 \nL 696.037518 187.685473 \nL 696.107018 187.383254 \nL 696.176518 188.41196 \nL 696.315519 186.552946 \nL 696.52402 188.107515 \nL 696.73252 185.488044 \nL 696.802021 185.817201 \nL 696.871521 185.772822 \nL 696.941021 185.755315 \nL 697.010521 184.96923 \nL 697.080022 185.519126 \nL 697.219022 184.360037 \nL 697.288523 185.486791 \nL 697.358023 183.900275 \nL 697.427523 184.80229 \nL 697.497023 186.451775 \nL 697.566524 185.669808 \nL 697.914025 191.456121 \nL 697.983525 191.671931 \nL 698.053025 190.84996 \nL 698.122526 190.860646 \nL 698.331026 192.47812 \nL 698.400527 192.82454 \nL 698.470027 194.301751 \nL 698.539527 194.152649 \nL 698.678528 193.573622 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183.916913 \nL 703.057044 184.494356 \nL 703.265545 182.18479 \nL 703.335045 183.975909 \nL 703.404546 183.010012 \nL 703.474046 182.161492 \nL 703.543546 183.086523 \nL 703.752047 180.854355 \nL 704.030048 183.716076 \nL 704.099548 183.798419 \nL 704.308049 180.639965 \nL 704.377549 181.85328 \nL 704.44705 181.213256 \nL 704.65555 181.808799 \nL 704.725051 180.914981 \nL 704.794551 181.091897 \nL 705.003052 182.554229 \nL 705.072552 181.868884 \nL 705.142052 182.558187 \nL 705.211553 181.47808 \nL 705.350553 183.622016 \nL 705.420053 183.121659 \nL 705.489554 181.637393 \nL 705.767555 184.158265 \nL 705.837055 184.123548 \nL 705.976055 183.393063 \nL 706.184556 186.794073 \nL 706.323557 185.83238 \nL 706.532058 188.836154 \nL 706.601558 188.717985 \nL 706.740558 189.93129 \nL 706.879559 190.539099 \nL 707.018559 190.433758 \nL 707.296561 192.306672 \nL 707.366061 192.115475 \nL 707.435561 192.348003 \nL 707.574562 191.537978 \nL 707.644062 193.282859 \nL 707.713562 192.598809 \nL 707.783062 192.598809 \nL 707.852563 192.441438 \nL 708.130564 194.25198 \nL 708.339064 192.04317 \nL 708.547565 192.606458 \nL 708.617066 191.315096 \nL 708.756066 192.426233 \nL 708.825566 192.18624 \nL 709.103567 190.491952 \nL 709.173068 191.627375 \nL 709.242568 189.925887 \nL 709.312068 190.902626 \nL 709.451069 190.195768 \nL 709.520569 191.415259 \nL 709.590069 190.906658 \nL 709.659569 190.908035 \nL 709.79857 189.259387 \nL 710.007071 185.610777 \nL 710.076571 186.925239 \nL 710.146071 186.142117 \nL 710.285072 184.205191 \nL 710.910574 189.682381 \nL 710.980074 187.527799 \nL 711.258076 191.429259 \nL 711.397076 192.15096 \nL 711.466576 191.351776 \nL 711.744577 195.461114 \nL 711.953078 192.922098 \nL 712.022578 193.735822 \nL 712.231079 190.144524 \nL 712.37008 191.798319 \nL 712.50908 189.685816 \nL 712.648081 192.585187 \nL 712.717581 192.329893 \nL 712.856582 193.756379 \nL 713.204083 190.758897 \nL 713.273583 190.722995 \nL 713.412584 191.139759 \nL 713.551584 189.948412 \nL 713.690585 191.423371 \nL 713.968586 189.6814 \nL 714.107586 187.585953 \nL 714.177087 187.840642 \nL 714.246587 187.82079 \nL 714.316087 187.865498 \nL 714.385587 188.416418 \nL 714.594088 185.311634 \nL 714.663588 185.852073 \nL 714.733089 186.083233 \nL 714.94159 184.514051 \nL 715.219591 179.328275 \nL 715.289091 179.890849 \nL 715.636592 185.714307 \nL 715.775593 186.899796 \nL 715.845093 185.462222 \nL 715.914593 185.594766 \nL 715.984093 185.384562 \nL 716.123094 184.61056 \nL 716.192594 184.438484 \nL 716.331595 185.416011 \nL 716.401095 186.804394 \nL 716.470595 186.038558 \nL 716.540096 186.290021 \nL 716.679096 185.032181 \nL 716.748596 183.50666 \nL 716.818097 183.920827 \nL 716.887597 183.114193 \nL 717.304598 187.789039 \nL 717.374099 187.264538 \nL 717.513099 186.307896 \nL 717.6521 188.818584 \nL 717.7216 187.379661 \nL 717.7911 188.639137 \nL 717.860601 187.885569 \nL 717.930101 187.844672 \nL 717.999601 187.24739 \nL 718.208102 189.936545 \nL 718.416603 191.980078 \nL 718.625103 190.382658 \nL 718.694604 190.076122 \nL 718.764104 190.673857 \nL 718.833604 190.453436 \nL 718.903105 190.453436 \nL 718.972605 189.694342 \nL 719.042105 189.918057 \nL 719.111605 190.196317 \nL 719.181106 190.936352 \nL 719.250606 190.778852 \nL 719.320106 189.385602 \nL 719.528607 193.223725 \nL 719.598107 193.305555 \nL 719.667607 193.638671 \nL 719.737108 192.980213 \nL 719.806608 194.184356 \nL 719.876108 193.954134 \nL 719.945608 192.817911 \nL 720.015109 193.428358 \nL 720.084609 193.514936 \nL 720.22361 195.279686 \nL 720.36261 193.239642 \nL 720.571111 194.638616 \nL 720.640611 192.737734 \nL 720.710111 193.459811 \nL 720.779612 193.657842 \nL 720.988112 195.180408 \nL 721.127113 194.096724 \nL 721.196613 192.420118 \nL 721.266114 193.281861 \nL 721.335614 193.133062 \nL 721.405114 191.436692 \nL 721.474614 191.763439 \nL 721.683115 189.535424 \nL 721.752615 189.741082 \nL 722.030616 190.65067 \nL 722.169617 190.992084 \nL 722.308617 193.248678 \nL 722.378118 192.707839 \nL 722.447618 193.137561 \nL 722.517118 191.242769 \nL 722.586619 191.399764 \nL 722.725619 191.429183 \nL 722.795119 191.514549 \nL 722.93412 192.019681 \nL 723.07312 189.265568 \nL 723.281621 190.571566 \nL 723.351121 190.016656 \nL 723.420622 190.648494 \nL 723.768123 186.430399 \nL 723.837623 186.380032 \nL 723.907124 184.86815 \nL 723.976624 185.12571 \nL 724.185125 184.068367 \nL 724.254625 186.416255 \nL 724.324125 186.264462 \nL 724.393625 186.753702 \nL 724.463126 188.40633 \nL 724.532626 187.294083 \nL 724.602126 187.721519 \nL 724.671626 187.801077 \nL 724.880127 186.835504 \nL 724.949627 187.842423 \nL 725.019128 186.770491 \nL 725.227629 188.21095 \nL 725.297129 187.285368 \nL 725.366629 187.328784 \nL 725.57513 190.534736 \nL 725.64463 189.950109 \nL 725.71413 190.211559 \nL 725.783631 190.150678 \nL 725.853131 190.725503 \nL 725.922631 190.535258 \nL 725.992131 188.720093 \nL 726.061632 190.039659 \nL 726.131132 188.430799 \nL 726.200632 188.522012 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186.50263 \nL 730.301148 186.575999 \nL 730.440148 184.531181 \nL 730.718149 183.380127 \nL 730.78765 183.023668 \nL 730.92665 185.666915 \nL 730.99615 185.640722 \nL 731.274151 182.769136 \nL 731.343652 182.833519 \nL 731.413152 183.384233 \nL 731.621653 180.829822 \nL 731.691153 181.068629 \nL 731.760653 180.997559 \nL 731.830154 182.564825 \nL 731.969154 180.532659 \nL 732.108155 182.156128 \nL 732.177655 180.885824 \nL 732.455656 184.254052 \nL 732.525156 182.708174 \nL 732.594656 183.590987 \nL 732.803157 181.760311 \nL 732.872658 182.273676 \nL 733.011658 183.777495 \nL 733.220159 180.94499 \nL 733.289659 181.194538 \nL 733.42866 182.016513 \nL 733.49816 181.661081 \nL 733.56766 181.843537 \nL 733.63716 181.535501 \nL 733.706661 182.434238 \nL 733.845661 181.082704 \nL 733.984662 183.402573 \nL 734.054162 183.150668 \nL 734.193163 184.407787 \nL 734.262663 184.2064 \nL 734.401663 184.525908 \nL 734.749165 188.669603 \nL 734.818665 188.208828 \nL 734.888165 187.480406 \nL 735.096666 189.282181 \nL 735.166166 188.778878 \nL 735.235667 189.874366 \nL 735.305167 188.282314 \nL 735.444167 189.931851 \nL 735.583168 189.923571 \nL 735.791669 190.591428 \nL 735.861169 190.973921 \nL 736.06967 194.579015 \nL 736.20867 192.851827 \nL 736.417171 195.351616 \nL 736.486671 195.242788 \nL 736.556172 195.379075 \nL 736.625672 194.989476 \nL 736.695172 195.68936 \nL 736.764672 193.819146 \nL 736.834173 193.92371 \nL 736.903673 195.008235 \nL 736.973173 194.770231 \nL 737.181674 190.715763 \nL 737.251174 191.048338 \nL 737.320674 190.999462 \nL 737.390175 190.688746 \nL 737.598675 191.882696 \nL 737.946177 189.345099 \nL 738.015677 188.1943 \nL 738.293678 193.471819 \nL 738.432679 192.587997 \nL 738.502179 192.936754 \nL 738.641179 192.268683 \nL 738.71068 192.476948 \nL 738.78018 193.348552 \nL 738.84968 192.902705 \nL 739.058181 193.539574 \nL 739.266682 190.527749 \nL 739.336182 190.691393 \nL 739.405682 190.586791 \nL 739.614183 193.5696 \nL 739.683683 194.059215 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196.138907 \nL 744.687702 195.836105 \nL 744.826703 198.419315 \nL 744.896203 197.447144 \nL 744.965703 197.761909 \nL 745.035204 198.096093 \nL 745.313205 196.632934 \nL 745.382705 197.746547 \nL 745.452205 195.967806 \nL 745.521706 196.131027 \nL 745.591206 195.980843 \nL 745.660706 195.485649 \nL 745.730206 196.179252 \nL 745.799707 195.8717 \nL 745.869207 196.083371 \nL 745.938707 197.99901 \nL 746.008207 197.823178 \nL 746.147208 195.555551 \nL 746.216708 195.924374 \nL 746.355709 193.151758 \nL 746.425209 194.173546 \nL 746.494709 192.589412 \nL 746.63371 194.349624 \nL 746.77271 194.359085 \nL 746.842211 193.690292 \nL 746.911711 193.844714 \nL 747.050711 193.944238 \nL 747.189712 193.055225 \nL 747.259212 194.598399 \nL 747.328712 193.920146 \nL 747.398213 194.761162 \nL 747.467713 194.009049 \nL 747.606713 194.971533 \nL 747.745714 192.747104 \nL 747.815214 192.866486 \nL 747.954215 191.707617 \nL 748.023715 192.705489 \nL 748.093215 192.090309 \nL 748.162716 193.319055 \nL 748.232216 193.194034 \nL 748.440717 191.948018 \nL 748.649217 194.341356 \nL 748.718718 194.378296 \nL 748.927218 195.267064 \nL 748.996719 194.679248 \nL 749.066219 195.660638 \nL 749.135719 195.008925 \nL 749.27472 196.056381 \nL 749.41372 195.097809 \nL 749.552721 195.610619 \nL 749.830722 192.93331 \nL 750.039223 195.483376 \nL 750.247723 193.062548 \nL 750.317224 193.89618 \nL 750.525725 191.45804 \nL 750.595225 191.999391 \nL 750.734225 194.557401 \nL 750.803726 193.62226 \nL 750.873226 193.92072 \nL 751.081727 195.798121 \nL 751.151227 195.022468 \nL 751.220727 195.397624 \nL 751.429228 195.022554 \nL 751.568228 194.814395 \nL 751.637729 193.043113 \nL 751.707229 193.750729 \nL 751.776729 194.65564 \nL 751.84623 194.409243 \nL 752.124231 196.328777 \nL 752.402232 193.587528 \nL 752.471732 193.806509 \nL 752.541232 194.258722 \nL 752.680233 192.484621 \nL 752.819233 193.613931 \nL 752.888733 193.306945 \nL 752.958234 193.714224 \nL 753.097234 191.663419 \nL 753.166735 191.830955 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191.363435 \nL 757.406251 190.742047 \nL 757.475751 191.232279 \nL 757.545251 190.807598 \nL 757.753752 191.959227 \nL 757.823252 191.959227 \nL 757.892752 192.125992 \nL 757.962253 191.987646 \nL 758.031753 192.140195 \nL 758.309754 194.962231 \nL 758.379254 194.223457 \nL 758.448755 195.174226 \nL 758.657255 191.194765 \nL 758.726756 189.751449 \nL 758.796256 190.459902 \nL 758.865756 189.931866 \nL 758.935256 191.030299 \nL 759.004757 190.814778 \nL 759.074257 190.578544 \nL 759.282758 186.135851 \nL 759.491259 189.450743 \nL 759.699759 186.292121 \nL 759.76926 186.633073 \nL 759.83876 187.936482 \nL 759.90826 187.877688 \nL 760.047261 186.737686 \nL 760.186261 187.667633 \nL 760.255761 187.200596 \nL 760.325262 188.819278 \nL 760.464262 186.739779 \nL 760.533762 186.563076 \nL 760.603263 187.035778 \nL 760.742263 185.120189 \nL 760.811764 186.575045 \nL 760.881264 186.121059 \nL 761.367766 180.629443 \nL 761.437266 181.88722 \nL 761.576266 183.893126 \nL 761.645767 185.002301 \nL 761.715267 183.65499 \nL 761.784767 183.89672 \nL 761.854268 185.677873 \nL 761.923768 185.550838 \nL 762.062768 186.362519 \nL 762.132269 185.638266 \nL 762.201769 186.022744 \nL 762.340769 187.686599 \nL 762.41027 187.147464 \nL 762.47977 184.68902 \nL 762.54927 185.778267 \nL 762.61877 185.748258 \nL 762.896771 188.771517 \nL 763.105272 186.922691 \nL 763.244273 186.210659 \nL 763.383273 185.456325 \nL 763.452774 186.241127 \nL 763.522274 185.651685 \nL 763.661274 186.683293 \nL 763.730775 186.221586 \nL 763.939275 183.810015 \nL 764.008776 183.491071 \nL 764.147776 184.438759 \nL 764.217276 185.31683 \nL 764.286777 185.078847 \nL 764.356277 185.632286 \nL 764.425777 184.335301 \nL 764.495278 184.531808 \nL 764.564778 185.140129 \nL 764.634278 184.800725 \nL 764.703778 183.959981 \nL 764.912279 185.598965 \nL 765.05128 184.455437 \nL 765.12078 185.577875 \nL 765.468281 180.219092 \nL 765.537781 180.78798 \nL 765.607282 180.145755 \nL 765.676782 180.841609 \nL 765.746282 179.46742 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168.714289 \nL 770.958802 170.117978 \nL 771.097803 169.068974 \nL 771.167303 169.64799 \nL 771.306303 167.56726 \nL 771.445304 167.584463 \nL 771.514804 169.310604 \nL 771.584304 169.036862 \nL 771.723305 169.8913 \nL 771.931806 170.842156 \nL 772.070806 170.067011 \nL 772.140307 170.21678 \nL 772.348807 168.392123 \nL 772.418308 168.024758 \nL 772.487808 166.790296 \nL 772.626808 168.274095 \nL 772.696309 168.216235 \nL 772.904809 171.358341 \nL 772.97431 170.638684 \nL 773.04381 171.49365 \nL 773.11331 169.459483 \nL 773.18281 170.328163 \nL 773.391311 173.053982 \nL 773.530312 172.273606 \nL 773.669312 172.677505 \nL 773.738813 173.518287 \nL 773.808313 171.830065 \nL 773.877813 172.180331 \nL 774.016814 173.932244 \nL 774.086314 173.742615 \nL 774.294815 175.384165 \nL 774.433815 173.140021 \nL 774.503315 173.326805 \nL 774.572816 173.637045 \nL 774.642316 173.270745 \nL 774.850817 169.11211 \nL 774.920317 169.27308 \nL 775.128818 166.825943 \nL 775.267818 165.520409 \nL 775.337319 165.812288 \nL 775.61532 167.241127 \nL 775.68482 168.13869 \nL 775.75432 167.887363 \nL 775.893321 168.747667 \nL 776.101822 171.656453 \nL 776.171322 171.144515 \nL 776.240822 171.509701 \nL 776.310322 170.758955 \nL 776.379823 171.348517 \nL 776.449323 170.888502 \nL 776.588323 168.615559 \nL 776.657824 168.944487 \nL 776.935825 171.646036 \nL 777.005325 169.971218 \nL 777.074825 170.415312 \nL 777.144326 170.04814 \nL 777.283326 168.687813 \nL 777.352826 170.017856 \nL 777.422327 169.01131 \nL 777.491827 170.495351 \nL 777.561327 170.205177 \nL 777.630827 170.164823 \nL 777.700328 171.097378 \nL 777.769828 170.76326 \nL 777.839328 170.840327 \nL 777.978329 167.797976 \nL 778.047829 168.103172 \nL 778.186829 166.498196 \nL 778.25633 167.007044 \nL 778.32583 166.163025 \nL 778.39533 166.604423 \nL 778.464831 166.917858 \nL 778.603831 164.550908 \nL 778.673331 165.249287 \nL 778.742832 165.760686 \nL 778.812332 165.411041 \nL 778.881832 166.228495 \nL 778.951332 166.144998 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508.873308 190.076438 \nL 508.942808 189.973371 \nL 509.081808 190.629555 \nL 509.151309 190.275093 \nL 509.220809 190.52418 \nL 509.290309 190.239533 \nL 509.35981 189.206056 \nL 509.42931 189.608961 \nL 509.49881 189.035718 \nL 509.56831 186.976492 \nL 509.637811 187.462043 \nL 509.915812 188.944365 \nL 509.985312 189.256424 \nL 510.124312 191.717056 \nL 510.193813 191.343567 \nL 510.263313 190.703586 \nL 510.332813 190.928928 \nL 510.402313 190.928928 \nL 510.471814 191.324055 \nL 510.541314 190.36048 \nL 510.749815 194.991743 \nL 510.819315 195.428118 \nL 511.097316 193.471826 \nL 511.305817 195.495995 \nL 511.583818 192.373962 \nL 511.722818 196.293312 \nL 511.861819 196.841973 \nL 512.07032 195.130313 \nL 512.13982 195.024401 \nL 512.20932 196.520719 \nL 512.278821 195.711672 \nL 512.417821 197.298691 \nL 512.626322 196.054652 \nL 512.765322 197.024433 \nL 512.973823 195.981104 \nL 513.043323 195.994048 \nL 513.251824 196.794886 \nL 513.321325 195.478528 \nL 513.390825 196.813029 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194.561812 \nL 517.42184 192.698409 \nL 517.49134 192.975578 \nL 517.699841 195.737439 \nL 517.908342 196.927337 \nL 518.116843 195.099833 \nL 518.186343 196.834419 \nL 518.325344 194.536586 \nL 518.464344 196.457304 \nL 518.533844 195.968127 \nL 518.603345 194.897466 \nL 518.672845 195.38341 \nL 518.742345 195.38341 \nL 518.811845 196.118928 \nL 518.881346 195.895645 \nL 518.950846 196.214173 \nL 519.020346 194.760954 \nL 519.159347 195.892634 \nL 519.298347 194.131145 \nL 519.506848 194.783608 \nL 519.576348 192.980914 \nL 519.645849 193.797548 \nL 519.715349 193.645005 \nL 519.784849 193.013334 \nL 519.92385 195.025409 \nL 519.99335 193.262582 \nL 520.06285 193.785819 \nL 520.13235 194.765691 \nL 520.201851 193.997584 \nL 520.271351 194.234765 \nL 520.340851 194.620201 \nL 520.410351 193.905665 \nL 520.479852 193.947124 \nL 520.549352 194.153015 \nL 520.618852 194.897331 \nL 520.757853 193.498981 \nL 521.035854 197.807642 \nL 521.452855 192.782863 \nL 521.522356 193.283209 \nL 521.591856 192.105065 \nL 521.661356 192.726585 \nL 521.800357 194.873525 \nL 521.869857 194.725378 \nL 521.939357 193.950716 \nL 522.217358 197.384237 \nL 522.356359 195.573656 \nL 522.425859 195.718019 \nL 522.56486 196.240417 \nL 522.63436 195.430812 \nL 522.70386 196.310663 \nL 522.842861 193.757345 \nL 522.912361 193.882768 \nL 523.051361 195.728401 \nL 523.190362 194.541529 \nL 523.259862 194.516198 \nL 523.329363 193.555343 \nL 523.398863 193.6894 \nL 523.537863 193.611133 \nL 523.607364 194.306988 \nL 523.676864 193.843669 \nL 523.885365 189.879831 \nL 523.954865 190.455721 \nL 524.163366 187.838465 \nL 524.232866 188.182712 \nL 524.302366 190.383081 \nL 524.371866 189.877229 \nL 524.510867 191.435491 \nL 524.580367 190.935696 \nL 524.649868 191.776488 \nL 524.719368 191.538288 \nL 524.788868 190.807312 \nL 524.858368 191.025171 \nL 524.927869 191.146872 \nL 524.997369 191.724491 \nL 525.066869 191.138699 \nL 525.136369 191.191952 \nL 525.27537 192.548078 \nL 525.34487 192.907713 \nL 525.483871 196.350568 \nL 525.622871 194.600927 \nL 525.692371 195.367583 \nL 525.900872 194.145603 \nL 525.970373 194.86254 \nL 526.039873 194.629449 \nL 526.109373 194.460487 \nL 526.387374 190.834859 \nL 526.526375 193.298619 \nL 526.595875 193.196188 \nL 526.734875 193.805566 \nL 526.804376 192.399469 \nL 526.873876 193.666728 \nL 526.943376 193.226779 \nL 527.082377 193.28838 \nL 527.151877 194.203019 \nL 527.221377 193.945262 \nL 527.290878 194.396211 \nL 527.568879 197.538474 \nL 527.777379 198.127437 \nL 527.84688 196.773983 \nL 527.91638 197.40365 \nL 528.05538 197.093664 \nL 528.263881 198.272298 \nL 528.402882 196.73065 \nL 528.541882 198.702503 \nL 528.611383 198.592351 \nL 528.750383 201.613475 \nL 529.236885 195.411075 \nL 529.306385 195.956077 \nL 529.584386 200.562689 \nL 529.931888 198.780633 \nL 530.001388 199.212262 \nL 530.140388 196.8288 \nL 530.209889 197.456487 \nL 530.279389 196.893051 \nL 530.348889 197.296001 \nL 530.418389 196.984831 \nL 530.69639 194.366329 \nL 530.765891 193.944266 \nL 530.904891 194.711663 \nL 531.113392 192.189839 \nL 531.182892 192.837945 \nL 531.530394 188.940551 \nL 531.599894 189.510747 \nL 531.808395 194.32988 \nL 531.877895 193.87216 \nL 532.016895 195.697287 \nL 532.086396 195.57977 \nL 532.155896 196.444892 \nL 532.225396 196.087857 \nL 532.294897 196.628253 \nL 532.364397 196.356931 \nL 532.433897 194.912862 \nL 532.572898 197.964824 \nL 532.642398 197.931463 \nL 532.711898 197.9991 \nL 532.850899 199.561258 \nL 532.920399 198.808569 \nL 532.989899 198.828745 \nL 533.1984 201.742723 \nL 533.3374 199.728908 \nL 533.406901 201.298078 \nL 533.476401 201.141328 \nL 533.545901 200.956058 \nL 533.962903 193.364876 \nL 534.101903 193.395765 \nL 534.379904 190.896546 \nL 534.449405 192.203355 \nL 534.518905 191.891227 \nL 534.588405 190.666459 \nL 534.866406 192.984804 \nL 535.144407 189.77015 \nL 535.213908 189.431687 \nL 535.491909 192.899542 \nL 535.630909 192.557989 \nL 535.90891 190.191399 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544.526943 183.521489 \nL 544.596443 184.454911 \nL 544.665943 183.849926 \nL 544.735444 184.212174 \nL 544.804944 184.519412 \nL 544.874444 185.795973 \nL 544.943945 185.77528 \nL 545.082945 186.31363 \nL 545.152445 186.239091 \nL 545.291446 187.071643 \nL 545.360946 187.09407 \nL 545.499947 188.419337 \nL 545.569447 188.840894 \nL 545.777948 185.607352 \nL 545.916948 187.480038 \nL 545.986448 186.691428 \nL 546.125449 188.910915 \nL 546.194949 188.167911 \nL 546.26445 189.092523 \nL 546.40345 188.051475 \nL 546.47295 189.286887 \nL 546.542451 188.67636 \nL 546.681451 189.182087 \nL 546.820452 190.381962 \nL 546.889952 188.921431 \nL 546.959452 189.652089 \nL 547.306953 187.810056 \nL 547.376454 188.40951 \nL 547.445954 187.456519 \nL 547.515454 187.997142 \nL 547.584955 188.53396 \nL 547.862956 184.490726 \nL 547.932456 183.889266 \nL 548.001956 183.994253 \nL 548.071456 184.824987 \nL 548.140957 184.302464 \nL 548.210457 185.971876 \nL 548.279957 184.346029 \nL 548.418958 185.827532 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191.227612 \nL 558.704997 191.00354 \nL 558.774497 192.392879 \nL 558.982998 190.438016 \nL 559.052498 190.736728 \nL 559.260999 192.993737 \nL 559.399999 190.908013 \nL 559.4695 191.661402 \nL 559.539 191.652029 \nL 559.6085 191.90867 \nL 559.678 191.041664 \nL 559.817001 192.549758 \nL 559.956001 189.140118 \nL 560.025502 189.622262 \nL 560.095002 187.719084 \nL 560.164502 188.377227 \nL 560.512004 192.93855 \nL 560.581504 192.870384 \nL 560.651004 192.28211 \nL 560.720504 192.328578 \nL 560.790005 192.140128 \nL 560.859505 192.934585 \nL 560.929005 192.507715 \nL 561.137506 190.346493 \nL 561.276506 190.467151 \nL 561.485007 188.189161 \nL 561.624008 187.887449 \nL 562.041009 183.647529 \nL 562.11051 183.857306 \nL 562.18001 184.611273 \nL 562.24951 184.47276 \nL 562.31901 183.521825 \nL 562.388511 183.782685 \nL 562.458011 184.077911 \nL 562.527511 186.317058 \nL 562.736012 182.527694 \nL 562.805512 182.447326 \nL 563.014013 180.728307 \nL 563.222514 181.744213 \nL 563.361514 179.637381 \nL 563.570015 180.741638 \nL 563.639515 179.522154 \nL 563.778516 181.500914 \nL 563.848016 180.971955 \nL 563.917517 181.424789 \nL 564.056517 180.429506 \nL 564.404018 182.084124 \nL 564.543019 184.357475 \nL 564.682019 183.263577 \nL 565.029521 186.031746 \nL 565.099021 184.992007 \nL 565.168521 185.446729 \nL 565.238022 186.806674 \nL 565.307522 186.763987 \nL 565.377022 184.893046 \nL 565.446522 184.975791 \nL 565.655023 186.490818 \nL 565.724523 186.004147 \nL 565.794024 184.513303 \nL 565.863524 184.87727 \nL 565.933024 184.516724 \nL 566.072025 185.157863 \nL 566.141525 184.20512 \nL 566.350026 186.82392 \nL 566.419526 185.418999 \nL 566.489026 186.317207 \nL 566.558527 185.849521 \nL 566.628027 184.714464 \nL 566.697527 184.878279 \nL 566.906028 186.716514 \nL 566.975528 185.576852 \nL 567.045028 185.973526 \nL 567.46203 188.493022 \nL 567.53153 187.532274 \nL 567.670531 188.801052 \nL 567.740031 188.490977 \nL 567.809531 188.255929 \nL 568.018032 190.115617 \nL 568.087532 189.297925 \nL 568.157033 189.766717 \nL 568.365533 191.484196 \nL 568.504534 190.216256 \nL 568.574034 190.01039 \nL 568.782535 190.321467 \nL 568.921536 189.294198 \nL 568.991036 189.232978 \nL 569.060536 187.254116 \nL 569.130036 187.851686 \nL 569.199537 189.128074 \nL 569.338537 187.540451 \nL 569.408037 187.145673 \nL 569.477538 187.817934 \nL 569.686038 185.954924 \nL 570.242041 179.843846 \nL 570.728542 186.967019 \nL 570.867543 188.461957 \nL 571.006543 190.524863 \nL 571.076044 190.44472 \nL 571.215044 192.910486 \nL 571.284544 192.564655 \nL 571.354045 191.57318 \nL 571.701546 194.10789 \nL 571.771046 194.271542 \nL 571.979547 195.936798 \nL 572.049047 194.512521 \nL 572.257548 196.60213 \nL 572.396549 198.379658 \nL 572.535549 193.792322 \nL 572.605049 194.137535 \nL 572.74405 196.007053 \nL 572.952551 193.222994 \nL 573.230552 195.016249 \nL 573.369552 194.84307 \nL 573.439053 194.97776 \nL 573.508553 194.556724 \nL 573.578053 195.530243 \nL 573.647553 195.290917 \nL 573.717054 193.804111 \nL 573.786554 194.400912 \nL 573.856054 193.233369 \nL 573.925554 193.541678 \nL 574.064555 194.070157 \nL 574.134055 193.735261 \nL 574.203556 193.77514 \nL 574.342556 195.197523 \nL 574.412056 194.926458 \nL 574.481557 193.04615 \nL 574.690057 195.384087 \nL 574.829058 195.79378 \nL 575.037559 198.287402 \nL 575.176559 196.785472 \nL 575.246059 198.302831 \nL 575.31556 197.598694 \nL 575.38506 197.771291 \nL 575.45456 197.099452 \nL 575.524061 194.969299 \nL 575.593561 196.315869 \nL 575.663061 196.258561 \nL 575.802062 197.065611 \nL 575.941062 194.563005 \nL 576.219063 199.532582 \nL 576.288563 198.444245 \nL 576.358064 199.330802 \nL 576.427564 199.133898 \nL 576.636065 196.068383 \nL 576.775065 195.493529 \nL 576.844566 196.78178 \nL 576.914066 196.33323 \nL 577.192067 194.281536 \nL 577.261567 195.466936 \nL 577.331067 195.131567 \nL 577.400568 195.130822 \nL 577.539568 193.418769 \nL 577.609068 194.546478 \nL 577.678569 193.262401 \nL 577.748069 194.179491 \nL 577.88707 192.273434 \nL 577.95657 192.33098 \nL 578.02607 192.801364 \nL 578.09557 191.938711 \nL 578.165071 193.774124 \nL 578.234571 193.153349 \nL 578.304071 193.186741 \nL 578.373571 193.397655 \nL 578.512572 194.613375 \nL 578.582072 194.735795 \nL 578.721073 197.236341 \nL 578.790573 195.520042 \nL 578.860073 195.638803 \nL 578.999074 195.499223 \nL 579.068574 196.552021 \nL 579.138074 196.129326 \nL 579.346575 191.718395 \nL 579.485576 195.993212 \nL 579.555076 195.422569 \nL 579.624576 196.667414 \nL 579.972077 190.132132 \nL 580.041578 191.729859 \nL 580.111078 191.459628 \nL 580.250078 192.638279 \nL 580.319579 192.403612 \nL 580.389079 190.734728 \nL 580.458579 191.266847 \nL 580.52808 191.574465 \nL 580.73658 190.753035 \nL 580.875581 191.163165 \nL 581.014581 189.408898 \nL 581.084082 189.822877 \nL 581.153582 189.603224 \nL 581.223082 188.215366 \nL 581.292582 188.356037 \nL 581.431583 189.494857 \nL 581.501083 188.051563 \nL 581.570583 188.523442 \nL 581.779084 186.657312 \nL 581.848585 187.830381 \nL 581.918085 187.376045 \nL 581.987585 187.324342 \nL 582.057085 188.986783 \nL 582.265586 186.575577 \nL 582.404587 185.632082 \nL 582.474087 187.233738 \nL 582.543587 186.83868 \nL 582.613087 187.626182 \nL 582.682588 187.178693 \nL 582.752088 186.62847 \nL 582.891089 189.4787 \nL 583.030089 189.463056 \nL 583.099589 188.165392 \nL 583.16909 188.598052 \nL 583.23859 188.917738 \nL 583.30809 188.251358 \nL 583.37759 188.676415 \nL 583.447091 187.424849 \nL 583.516591 188.700694 \nL 583.655591 187.308525 \nL 583.794592 190.203133 \nL 583.864092 189.232434 \nL 583.933592 190.385909 \nL 584.072593 187.867141 \nL 584.142093 188.382732 \nL 584.211594 188.130688 \nL 584.489595 189.43149 \nL 584.559095 188.834804 \nL 584.767596 191.308605 \nL 584.837096 191.186875 \nL 584.976096 189.705012 \nL 585.045597 190.030038 \nL 585.115097 191.486131 \nL 585.184597 191.043645 \nL 585.254097 190.799195 \nL 585.393098 191.771004 \nL 585.462598 191.032807 \nL 585.532099 191.493031 \nL 585.601599 191.412994 \nL 585.671099 190.294891 \nL 585.740599 190.952835 \nL 585.8796 192.970902 \nL 585.9491 192.172826 \nL 586.088101 191.355462 \nL 586.157601 191.419806 \nL 586.227101 189.579798 \nL 586.296601 189.722871 \nL 586.366102 190.608267 \nL 586.713603 184.129705 \nL 586.783103 185.021633 \nL 586.922104 183.985178 \nL 587.130605 185.588492 \nL 587.200105 185.500129 \nL 587.339105 183.63274 \nL 587.547606 185.900615 \nL 587.756107 188.073559 \nL 587.825607 188.014925 \nL 587.895107 188.427412 \nL 587.964608 187.451423 \nL 588.034108 188.925803 \nL 588.103608 188.014632 \nL 588.242609 188.576161 \nL 588.381609 187.803702 \nL 588.45111 188.881406 \nL 588.52061 188.792038 \nL 588.59011 189.16988 \nL 588.868111 186.253466 \nL 588.937611 186.450962 \nL 589.007112 186.062025 \nL 589.076612 185.013635 \nL 589.354613 189.138122 \nL 589.424113 188.750342 \nL 589.493614 187.794296 \nL 589.563114 188.489914 \nL 589.632614 188.259648 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187.741402 \nL 594.080631 185.106255 \nL 594.219631 187.679405 \nL 594.358632 185.712199 \nL 594.428132 187.352914 \nL 594.497633 186.729166 \nL 594.567133 186.92625 \nL 594.636633 186.312426 \nL 594.706133 184.185002 \nL 594.914634 188.822073 \nL 594.984134 187.840576 \nL 595.053635 188.359747 \nL 595.192635 187.441215 \nL 595.331636 188.949631 \nL 595.401136 187.953107 \nL 595.470636 188.896213 \nL 595.679137 185.761326 \nL 595.748637 186.442834 \nL 595.818138 189.474601 \nL 595.887638 187.980201 \nL 595.957138 187.191992 \nL 596.096139 188.667574 \nL 596.165639 187.617945 \nL 596.235139 189.346484 \nL 596.304639 188.642836 \nL 596.37414 189.56135 \nL 596.44364 189.425427 \nL 596.860642 186.96169 \nL 596.930142 187.864928 \nL 597.069142 186.343214 \nL 597.138643 187.328284 \nL 597.208143 186.639514 \nL 597.277643 187.204354 \nL 597.347143 186.335921 \nL 597.972646 193.715965 \nL 598.111646 193.918523 \nL 598.181147 192.103755 \nL 598.250647 192.433796 \nL 598.459148 194.51215 \nL 598.598148 193.033653 \nL 598.806649 195.413617 \nL 599.01515 192.608444 \nL 599.293151 189.936862 \nL 599.362651 192.448995 \nL 599.432151 191.590586 \nL 599.501652 191.908459 \nL 599.571152 190.479087 \nL 599.640652 191.081193 \nL 599.779653 193.598282 \nL 599.988153 190.97644 \nL 600.057654 192.343837 \nL 600.127154 192.034944 \nL 600.266154 191.986708 \nL 600.335655 191.278932 \nL 600.405155 193.354845 \nL 600.474655 192.182377 \nL 600.544155 191.61041 \nL 600.752656 196.425993 \nL 600.822157 195.850914 \nL 600.891657 196.315415 \nL 601.030657 195.315949 \nL 601.169658 196.939656 \nL 601.239158 195.2979 \nL 601.308658 197.431262 \nL 601.378159 196.195508 \nL 601.447659 195.480105 \nL 601.586659 196.615886 \nL 601.65616 196.072146 \nL 601.72566 193.825264 \nL 601.79516 194.17229 \nL 601.86466 195.121361 \nL 601.934161 194.745173 \nL 602.003661 193.965367 \nL 602.142662 194.484409 \nL 602.212162 193.138303 \nL 602.281662 193.322673 \nL 602.351162 193.355031 \nL 602.420663 193.886582 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194.505242 \nL 607.146681 196.36334 \nL 607.216181 195.292068 \nL 607.285681 196.053083 \nL 607.424682 193.805139 \nL 607.494182 194.06911 \nL 607.702683 193.633778 \nL 607.772183 193.866046 \nL 607.841683 193.703186 \nL 608.050184 190.855226 \nL 608.119684 190.898092 \nL 608.189184 190.499672 \nL 608.258685 191.834815 \nL 608.328185 191.067338 \nL 608.397685 191.843805 \nL 608.467186 191.813022 \nL 608.606186 189.768854 \nL 608.675686 192.254646 \nL 608.745187 191.236388 \nL 608.814687 189.238412 \nL 608.884187 190.298418 \nL 609.023188 187.86865 \nL 609.092688 189.197489 \nL 609.162188 188.994894 \nL 609.370689 187.982501 \nL 609.440189 187.537457 \nL 609.509689 187.58745 \nL 609.57919 188.283451 \nL 609.787691 186.883047 \nL 609.926691 189.592804 \nL 610.135192 187.915694 \nL 610.204692 188.117892 \nL 610.343693 186.929428 \nL 610.482693 187.977778 \nL 610.621694 187.188109 \nL 610.691194 187.428077 \nL 610.760694 188.289344 \nL 610.969195 185.187562 \nL 611.108196 184.253992 \nL 611.177696 184.263807 \nL 611.316696 188.087918 \nL 611.386197 186.762195 \nL 611.594697 189.332299 \nL 611.803198 188.145381 \nL 611.872698 188.097573 \nL 612.011699 187.31701 \nL 612.081199 187.52553 \nL 612.2897 184.087029 \nL 612.428701 185.739613 \nL 612.498201 184.8977 \nL 612.567701 185.285228 \nL 612.637201 185.670641 \nL 612.706702 187.047098 \nL 612.776202 186.72424 \nL 612.845702 186.460697 \nL 612.984703 183.860867 \nL 613.054203 184.027133 \nL 613.123703 184.039792 \nL 613.262704 186.280796 \nL 613.332204 186.243759 \nL 613.401704 186.542815 \nL 613.540705 187.965005 \nL 613.610205 187.229291 \nL 613.679705 188.814211 \nL 613.749206 186.896011 \nL 613.818706 186.963193 \nL 613.888206 188.798729 \nL 614.027207 186.027692 \nL 614.305208 190.686118 \nL 614.444208 189.344196 \nL 614.583209 190.834624 \nL 614.652709 191.004055 \nL 614.79171 189.804291 \nL 614.93071 192.735477 \nL 615.069711 192.377366 \nL 615.208711 192.358544 \nL 615.278211 192.111777 \nL 615.347712 192.568055 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174.798729 \nL 620.14323 175.026988 \nL 620.21273 176.607041 \nL 620.28223 176.196842 \nL 620.351731 176.237516 \nL 620.421231 177.360519 \nL 620.490731 176.474123 \nL 620.560231 176.865444 \nL 620.629732 176.943948 \nL 620.699232 177.47331 \nL 620.768732 177.141152 \nL 620.838232 178.769856 \nL 621.046733 175.386667 \nL 621.116234 174.619955 \nL 621.185734 175.497677 \nL 621.324734 172.548203 \nL 621.394235 172.993813 \nL 621.463735 172.593722 \nL 621.672236 175.19795 \nL 621.880736 174.830244 \nL 622.158737 170.953815 \nL 622.228238 172.336079 \nL 622.297738 171.523384 \nL 622.436739 173.630393 \nL 622.71474 169.955666 \nL 622.992741 173.240388 \nL 623.131741 171.891943 \nL 623.201241 173.233159 \nL 623.270742 172.764938 \nL 623.340242 172.962115 \nL 623.409742 172.086592 \nL 623.618243 173.759704 \nL 623.826744 170.435467 \nL 623.965744 170.9995 \nL 624.035245 170.474411 \nL 624.104745 168.228906 \nL 624.174245 169.494189 \nL 624.243745 168.634937 \nL 624.313246 168.666306 \nL 624.382746 168.666306 \nL 624.521746 165.703535 \nL 624.730247 167.918684 \nL 624.799748 168.363008 \nL 625.077749 164.908072 \nL 625.147249 165.035809 \nL 625.216749 165.239463 \nL 625.42525 163.957406 \nL 625.56425 162.957482 \nL 625.703251 164.994682 \nL 625.842251 163.999534 \nL 625.911752 164.431382 \nL 626.050752 162.371291 \nL 626.120253 164.091563 \nL 626.189753 163.578015 \nL 626.259253 162.953303 \nL 626.398254 164.603618 \nL 626.467754 164.256136 \nL 626.606754 166.699096 \nL 626.676255 165.911707 \nL 626.745755 164.218638 \nL 626.884755 165.36499 \nL 627.023756 165.005031 \nL 627.093256 166.494457 \nL 627.301757 164.643594 \nL 627.371257 164.521099 \nL 627.440758 164.010292 \nL 627.510258 162.430546 \nL 627.579758 162.791869 \nL 627.927259 161.05325 \nL 627.99676 161.096758 \nL 628.20526 162.22144 \nL 628.274761 161.790595 \nL 628.413761 159.193085 \nL 628.483261 159.685278 \nL 628.552762 159.81847 \nL 628.622262 160.291703 \nL 628.691762 158.671802 \nL 628.969763 163.275099 \nL 629.039264 163.457083 \nL 629.317265 167.262029 \nL 629.525765 163.059648 \nL 629.664766 164.227824 \nL 629.734266 164.243494 \nL 629.873267 162.266617 \nL 630.012267 163.375897 \nL 630.081768 163.416552 \nL 630.151268 164.143738 \nL 630.220768 163.479635 \nL 630.290268 164.292827 \nL 630.568269 159.633213 \nL 630.77677 158.659509 \nL 630.84627 158.436629 \nL 630.985271 159.370745 \nL 631.054771 157.994421 \nL 631.124272 158.470859 \nL 631.193772 157.447364 \nL 631.263272 158.197147 \nL 631.332772 157.549712 \nL 631.471773 158.567554 \nL 631.541273 158.3488 \nL 631.610773 157.30704 \nL 631.749774 158.645007 \nL 631.819274 158.095265 \nL 631.888774 158.535448 \nL 631.958275 157.64507 \nL 632.027775 158.244942 \nL 632.097275 157.364871 \nL 632.166775 158.049019 \nL 632.375276 155.17575 \nL 632.583777 157.476082 \nL 632.792278 159.427158 \nL 632.861778 159.193383 \nL 632.931278 160.755247 \nL 633.000779 159.812855 \nL 633.139779 161.732352 \nL 633.209279 161.346227 \nL 633.27878 161.205176 \nL 633.34828 162.710917 \nL 633.556781 160.206128 \nL 633.626281 160.147219 \nL 633.973782 162.940483 \nL 634.043283 161.870656 \nL 634.112783 162.327313 \nL 634.182283 162.705151 \nL 634.390784 160.86927 \nL 634.460284 162.511805 \nL 634.529784 161.95068 \nL 635.016286 167.28625 \nL 635.085787 167.164579 \nL 635.294287 163.314721 \nL 635.433288 163.392279 \nL 635.502788 163.392279 \nL 635.711289 165.289163 \nL 635.780789 165.271636 \nL 635.850289 165.017105 \nL 635.91979 166.395058 \nL 636.05879 163.655918 \nL 636.12829 164.146048 \nL 636.406292 166.836495 \nL 636.475792 166.745978 \nL 636.545292 168.324967 \nL 636.614792 167.100933 \nL 636.684293 168.381262 \nL 636.753793 167.761015 \nL 636.892793 168.483319 \nL 636.962294 167.908333 \nL 637.031794 168.076287 \nL 637.101294 168.129636 \nL 637.309795 169.986961 \nL 637.379295 170.057796 \nL 637.448795 169.805051 \nL 637.518296 170.065487 \nL 637.796297 167.340414 \nL 637.865797 167.620936 \nL 638.074298 168.887954 \nL 638.213298 170.054615 \nL 638.282799 170.054615 \nL 638.352299 170.343761 \nL 638.491299 171.74039 \nL 638.5608 170.553138 \nL 638.6303 170.776507 \nL 638.6998 174.296038 \nL 638.769301 173.699275 \nL 638.838801 175.072045 \nL 639.116802 171.6072 \nL 639.186302 171.959309 \nL 639.325303 175.421134 \nL 639.394803 175.131883 \nL 639.464303 175.134848 \nL 639.603304 174.088079 \nL 639.672804 174.828952 \nL 639.742304 174.790093 \nL 639.811804 175.0934 \nL 640.020305 173.087879 \nL 640.089806 172.091832 \nL 640.367807 174.641081 \nL 640.437307 174.754744 \nL 640.576307 174.115507 \nL 640.854308 177.809572 \nL 640.923809 178.262896 \nL 641.062809 176.917301 \nL 641.132309 177.382153 \nL 641.20181 177.331767 \nL 641.549311 173.689426 \nL 641.688312 173.553762 \nL 641.757812 173.911708 \nL 641.896812 175.621192 \nL 642.105313 174.549057 \nL 642.174813 175.224629 \nL 642.244314 174.459958 \nL 642.452814 175.759873 \nL 642.522315 174.571217 \nL 642.661315 176.379221 \nL 642.869816 173.322549 \nL 643.078317 175.45081 \nL 643.147817 175.48699 \nL 643.286818 177.349596 \nL 643.425818 175.632669 \nL 643.495318 176.881126 \nL 643.564819 176.343237 \nL 643.634319 176.861947 \nL 643.84282 176.20617 \nL 643.91232 176.197874 \nL 644.051321 177.425082 \nL 644.190321 176.20192 \nL 644.259821 176.937846 \nL 644.398822 175.216767 \nL 644.537822 178.029673 \nL 644.607323 177.798631 \nL 644.676823 176.90572 \nL 644.746323 177.101246 \nL 644.815823 178.067035 \nL 644.885324 180.945014 \nL 644.954824 180.603197 \nL 645.093825 181.720066 \nL 645.232825 179.853874 \nL 645.302325 180.472115 \nL 645.371826 179.468847 \nL 645.510826 181.032755 \nL 645.927828 175.485487 \nL 645.997328 175.920098 \nL 646.066828 177.272786 \nL 646.136328 176.560669 \nL 646.205829 176.46213 \nL 646.344829 177.581574 \nL 646.41433 177.018353 \nL 646.62283 173.73872 \nL 646.692331 173.982607 \nL 646.761831 172.196901 \nL 646.970332 176.176317 \nL 647.039832 175.70145 \nL 647.109332 174.435562 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169.125669 \nL 651.90485 167.599059 \nL 651.974351 167.935774 \nL 652.043851 167.779972 \nL 652.113351 167.034271 \nL 652.182851 167.268692 \nL 652.252352 167.160527 \nL 652.321852 167.575877 \nL 652.599853 164.191682 \nL 652.669353 164.271218 \nL 652.877854 162.654476 \nL 652.947354 162.804223 \nL 653.086355 160.684867 \nL 653.155855 161.576579 \nL 653.294856 159.167827 \nL 653.503356 161.86874 \nL 653.642357 162.41687 \nL 653.711857 162.276912 \nL 653.850858 164.191488 \nL 653.920358 163.240095 \nL 653.989858 162.314279 \nL 654.059359 162.833694 \nL 654.40686 167.234218 \nL 654.47636 167.120953 \nL 654.54586 168.690454 \nL 654.615361 167.480619 \nL 654.684861 167.561605 \nL 654.754361 167.15457 \nL 654.823861 168.902709 \nL 654.893362 167.130741 \nL 654.962862 167.82328 \nL 655.171363 164.137814 \nL 655.240863 164.870129 \nL 655.310363 164.4963 \nL 655.449364 165.28792 \nL 655.518864 164.921702 \nL 655.727365 169.586996 \nL 655.935866 166.879758 \nL 656.422367 170.071511 \nL 656.491868 171.322893 \nL 656.561368 170.911519 \nL 656.700369 170.114353 \nL 656.908869 167.075753 \nL 656.97837 167.137659 \nL 657.04787 169.629557 \nL 657.11737 168.829842 \nL 657.18687 168.49042 \nL 657.464871 163.791913 \nL 657.534372 163.476353 \nL 657.603872 164.356095 \nL 657.742872 163.003498 \nL 657.881873 165.787466 \nL 658.090374 164.496825 \nL 658.159874 165.628879 \nL 658.298875 163.907889 \nL 658.368375 164.332191 \nL 658.437875 164.408322 \nL 658.646376 160.704291 \nL 658.854877 162.505205 \nL 658.924377 159.94486 \nL 658.993877 160.170068 \nL 659.132878 160.363094 \nL 659.271878 159.125886 \nL 659.341379 159.832486 \nL 659.480379 157.752194 \nL 659.549879 158.79509 \nL 659.61938 158.644194 \nL 659.68888 158.48869 \nL 659.966881 162.350467 \nL 660.244882 159.789528 \nL 660.383883 160.713435 \nL 660.661884 157.223437 \nL 660.800884 156.12721 \nL 660.870384 155.642087 \nL 660.939885 154.157453 \nL 661.009385 154.824209 \nL 661.565387 163.024299 \nL 661.634887 162.615973 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152.846529 \nL 666.360905 154.29678 \nL 666.430405 154.02126 \nL 666.499906 154.512523 \nL 666.569406 156.701222 \nL 666.638906 155.647075 \nL 666.708407 155.608032 \nL 666.847407 156.015903 \nL 666.916907 155.255961 \nL 667.125408 157.447325 \nL 667.264409 158.501768 \nL 667.333909 158.399967 \nL 667.403409 156.920096 \nL 667.61191 160.360149 \nL 667.820411 157.339138 \nL 667.959411 156.44882 \nL 668.098412 153.980789 \nL 668.167912 154.923568 \nL 668.237412 153.943619 \nL 668.306913 154.865929 \nL 668.376413 153.942098 \nL 668.445913 153.98445 \nL 668.515413 153.777987 \nL 668.584914 153.202367 \nL 668.654414 151.420547 \nL 668.723914 152.023216 \nL 668.932415 152.901895 \nL 669.001915 152.765841 \nL 669.071415 152.257491 \nL 669.140916 152.740723 \nL 669.627418 147.636476 \nL 669.696918 148.211606 \nL 670.044419 150.328295 \nL 670.25292 148.39731 \nL 670.32242 148.399841 \nL 670.530921 150.790464 \nL 670.600421 150.217832 \nL 670.669922 151.094257 \nL 670.739422 149.979116 \nL 670.878422 152.856831 \nL 671.017423 151.019883 \nL 671.225924 152.175878 \nL 671.295424 150.700225 \nL 671.364924 150.947689 \nL 671.642925 154.788316 \nL 671.712425 151.930518 \nL 671.781926 152.905097 \nL 671.920926 154.341659 \nL 672.059927 154.154438 \nL 672.129427 153.265681 \nL 672.268428 154.04306 \nL 672.407428 152.394298 \nL 672.476928 152.658823 \nL 672.615929 149.582307 \nL 672.685429 150.093388 \nL 672.754929 149.992171 \nL 672.82443 149.950082 \nL 672.89393 148.952742 \nL 673.102431 150.61833 \nL 673.241431 149.43369 \nL 673.310932 150.356684 \nL 673.380432 152.841583 \nL 673.449932 151.003621 \nL 673.519432 151.167667 \nL 673.727933 154.064798 \nL 673.797433 153.665819 \nL 674.005934 151.502993 \nL 674.075434 151.512366 \nL 674.283935 153.875041 \nL 674.353436 153.905896 \nL 674.422936 153.518483 \nL 674.700937 159.046807 \nL 674.770437 158.57699 \nL 674.839937 159.655774 \nL 674.978938 158.448682 \nL 675.187439 163.008694 \nL 675.256939 162.647505 \nL 675.395939 164.923113 \nL 675.53494 165.706494 \nL 675.673941 165.321259 \nL 675.743441 165.546646 \nL 675.882441 163.53577 \nL 675.951942 163.473464 \nL 676.021442 164.18003 \nL 676.368943 161.530481 \nL 676.646944 162.587018 \nL 676.716444 162.335372 \nL 676.855445 163.68399 \nL 676.924945 161.812505 \nL 676.994446 162.482157 \nL 677.202946 159.666805 \nL 677.272447 159.890966 \nL 677.411447 160.90107 \nL 677.480947 160.057693 \nL 677.550448 160.339346 \nL 677.619948 160.175764 \nL 677.689448 160.413001 \nL 677.828449 159.121113 \nL 677.897949 159.449556 \nL 677.967449 160.521019 \nL 678.036949 159.800141 \nL 678.10645 160.344219 \nL 678.17595 159.890331 \nL 678.24545 160.292526 \nL 678.314951 159.989808 \nL 678.384451 161.414656 \nL 678.523451 159.364095 \nL 678.592952 159.613961 \nL 678.662452 159.550434 \nL 678.801452 156.678815 \nL 679.079453 157.455499 \nL 679.148954 158.173767 \nL 679.287954 156.948198 \nL 679.357455 155.303318 \nL 679.426955 155.494232 \nL 679.496455 156.142449 \nL 679.565955 155.327133 \nL 679.704956 156.481182 \nL 679.774456 156.485616 \nL 679.843956 156.374027 \nL 679.982957 155.994659 \nL 680.052457 156.593978 \nL 680.260958 153.649686 \nL 680.330458 153.819272 \nL 680.399958 151.704248 \nL 680.469459 151.925475 \nL 680.81696 150.600369 \nL 681.025461 152.246694 \nL 681.094961 151.555285 \nL 681.164461 153.841214 \nL 681.233962 152.348973 \nL 681.303462 152.595076 \nL 681.442462 154.09674 \nL 681.720463 150.563975 \nL 681.859464 151.74848 \nL 681.928964 151.638616 \nL 681.998465 149.967749 \nL 682.067965 150.208799 \nL 682.345966 154.032537 \nL 682.484966 153.720003 \nL 682.623967 152.388918 \nL 682.693467 152.87257 \nL 682.832468 155.108826 \nL 682.901968 153.021886 \nL 682.971468 154.037959 \nL 683.040968 154.063542 \nL 683.179969 156.125256 \nL 683.31897 154.887362 \nL 683.38847 155.361427 \nL 683.52747 153.296892 \nL 683.596971 154.038761 \nL 683.735971 153.336636 \nL 683.944472 155.617923 \nL 684.013972 155.60235 \nL 684.083472 154.119163 \nL 684.361473 157.901888 \nL 684.430974 157.529531 \nL 684.639475 159.727935 \nL 684.778475 159.609585 \nL 684.847975 162.036422 \nL 684.917476 161.383916 \nL 685.125976 158.977901 \nL 685.195477 159.948437 \nL 685.264977 158.654518 \nL 685.334477 159.713722 \nL 685.473478 159.030467 \nL 685.542978 159.030467 \nL 685.612478 158.886343 \nL 685.820979 161.249769 \nL 685.95998 159.728203 \nL 686.02948 159.970869 \nL 686.09898 158.42085 \nL 686.16848 160.141257 \nL 686.237981 159.984561 \nL 686.307481 158.953226 \nL 686.376981 159.174857 \nL 686.446481 159.555486 \nL 686.585482 158.431566 \nL 686.654982 156.304377 \nL 686.724482 156.812177 \nL 686.793983 156.17454 \nL 686.863483 157.849821 \nL 686.932983 156.898699 \nL 687.071984 158.974735 \nL 687.141484 158.688438 \nL 687.349985 159.649134 \nL 687.627986 157.482755 \nL 687.766986 158.955568 \nL 687.836487 158.813074 \nL 687.905987 159.191437 \nL 687.975487 160.950371 \nL 688.044987 160.178978 \nL 688.183988 158.519711 \nL 688.322989 158.821363 \nL 688.461989 155.962178 \nL 688.531489 155.282049 \nL 688.60099 156.313642 \nL 688.67049 156.201825 \nL 688.73999 156.101063 \nL 688.80949 157.669228 \nL 688.878991 156.672855 \nL 689.156992 159.410105 \nL 689.226492 157.909573 \nL 689.295992 158.315974 \nL 689.504493 160.580601 \nL 689.643494 159.362448 \nL 689.851994 163.633508 \nL 689.921495 160.851158 \nL 689.990995 161.047035 \nL 690.199496 163.187026 \nL 690.268996 162.775063 \nL 690.338496 162.018203 \nL 690.407996 162.992427 \nL 690.477497 162.772169 \nL 690.616497 161.359261 \nL 690.685997 161.717688 \nL 690.755498 161.841127 \nL 690.963999 159.280042 \nL 691.172499 161.948775 \nL 691.381 157.645737 \nL 691.520001 158.988475 \nL 691.798002 161.482427 \nL 691.937002 160.612658 \nL 692.006502 161.624621 \nL 692.423504 156.405365 \nL 692.493004 156.276292 \nL 692.562505 155.479911 \nL 692.701505 157.479627 \nL 692.840506 156.565832 \nL 692.979506 154.579514 \nL 693.049006 156.270737 \nL 693.118507 155.914325 \nL 693.257507 153.502425 \nL 693.95251 159.205717 \nL 694.09151 156.933553 \nL 694.161011 156.99965 \nL 694.230511 156.184101 \nL 694.439012 158.058295 \nL 694.508512 156.311534 \nL 694.578012 156.814132 \nL 694.647513 157.475525 \nL 694.717013 155.270126 \nL 694.786513 155.542741 \nL 695.134014 157.598705 \nL 695.273015 156.937386 \nL 695.342515 156.941943 \nL 695.412015 157.61037 \nL 695.481516 157.404643 \nL 695.551016 157.383984 \nL 695.620516 157.516652 \nL 695.690016 155.512448 \nL 695.759517 155.796949 \nL 695.829017 156.440795 \nL 695.968018 154.239798 \nL 696.107018 154.37241 \nL 696.246019 153.718121 \nL 696.315519 154.140923 \nL 696.454519 153.183091 \nL 696.52402 153.446071 \nL 696.73252 156.579183 \nL 696.802021 155.201572 \nL 696.871521 155.793647 \nL 696.941021 155.854233 \nL 697.010521 157.224376 \nL 697.080022 157.218059 \nL 697.149522 156.316993 \nL 697.219022 156.958186 \nL 697.358023 155.865941 \nL 697.427523 156.310486 \nL 697.566524 154.048879 \nL 697.636024 154.989197 \nL 697.914025 157.151146 \nL 698.053025 159.072908 \nL 698.122526 157.757934 \nL 698.192026 157.8605 \nL 698.261526 158.74142 \nL 698.470027 157.023566 \nL 698.678528 159.614213 \nL 698.748028 159.260716 \nL 698.817528 159.718939 \nL 698.887029 158.374507 \nL 699.37353 163.298029 \nL 699.582031 164.433897 \nL 699.651531 163.864024 \nL 699.721032 163.968238 \nL 699.860032 160.728563 \nL 699.929533 160.899736 \nL 700.068533 163.081604 \nL 700.138033 164.418646 \nL 700.207534 163.409838 \nL 700.277034 163.680301 \nL 700.485535 165.71149 \nL 700.624535 164.754187 \nL 700.694035 164.954106 \nL 700.833036 167.366785 \nL 700.902536 166.87117 \nL 701.319538 172.479415 \nL 701.528039 170.54943 \nL 701.736539 174.097595 \nL 701.80604 172.295311 \nL 701.87554 172.332862 \nL 702.01454 172.840664 \nL 702.153541 171.484291 \nL 702.223041 171.484291 \nL 702.362042 170.658639 \nL 702.709543 172.101321 \nL 702.848544 170.956076 \nL 702.987544 172.825099 \nL 703.057044 172.753768 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\nL 708.339064 165.179307 \nL 708.408565 166.080231 \nL 708.478065 165.57806 \nL 708.686566 164.467587 \nL 708.825566 164.012009 \nL 709.034067 165.517999 \nL 709.242568 163.083168 \nL 709.381568 164.461314 \nL 709.451069 164.075809 \nL 709.659569 165.49422 \nL 709.72907 165.441167 \nL 709.86807 165.174634 \nL 710.007071 167.639386 \nL 710.146071 166.243249 \nL 710.285072 168.306008 \nL 710.424072 165.254413 \nL 710.563073 166.195702 \nL 710.702073 165.521931 \nL 710.910574 167.562534 \nL 711.258076 163.870625 \nL 711.327576 165.830743 \nL 711.397076 165.608657 \nL 711.605577 164.35184 \nL 712.161579 168.892603 \nL 712.231079 168.654575 \nL 712.300579 165.778258 \nL 712.37008 166.231445 \nL 712.50908 165.035843 \nL 712.578581 165.160121 \nL 712.648081 164.136434 \nL 712.787081 166.030157 \nL 712.856582 164.995675 \nL 713.204083 168.548193 \nL 713.551584 165.340104 \nL 713.621085 166.178714 \nL 713.690585 165.379288 \nL 713.760085 165.869042 \nL 713.829585 167.197074 \nL 713.899086 166.506326 \nL 714.246587 167.875526 \nL 714.455088 165.616095 \nL 714.594088 167.587144 \nL 714.663588 167.790817 \nL 714.802589 165.908193 \nL 715.01109 166.548371 \nL 715.219591 164.122747 \nL 715.289091 165.10958 \nL 715.428091 168.176937 \nL 715.636592 166.695288 \nL 715.706092 167.797773 \nL 715.775593 167.042605 \nL 715.845093 168.407799 \nL 715.984093 166.538195 \nL 716.053594 166.917521 \nL 716.192594 169.674315 \nL 716.262095 169.134586 \nL 716.331595 169.960121 \nL 716.401095 168.239456 \nL 716.470595 168.446358 \nL 716.679096 171.208713 \nL 716.748596 170.920592 \nL 716.818097 170.187711 \nL 716.957097 172.943853 \nL 717.096098 170.65669 \nL 717.165598 171.813932 \nL 717.235098 171.614655 \nL 717.304598 171.348745 \nL 717.374099 172.252592 \nL 717.443599 171.718987 \nL 717.5826 172.663206 \nL 717.7216 170.244615 \nL 717.930101 173.595057 \nL 718.069101 174.647523 \nL 718.208102 175.40804 \nL 718.277602 173.450413 \nL 718.347102 174.012173 \nL 718.416603 174.990657 \nL 718.486103 174.595378 \nL 718.694604 175.804455 \nL 718.764104 175.176752 \nL 718.972605 179.246342 \nL 719.181106 181.734502 \nL 719.389606 178.380825 \nL 719.528607 177.716613 \nL 719.598107 176.893375 \nL 719.737108 179.297971 \nL 719.806608 179.102987 \nL 720.084609 178.261413 \nL 720.22361 180.76029 \nL 720.29311 179.899906 \nL 720.36261 180.300921 \nL 720.501611 180.730733 \nL 720.571111 179.938869 \nL 720.779612 182.018576 \nL 720.988112 180.003946 \nL 721.127113 181.681539 \nL 721.196613 181.37267 \nL 721.266114 181.407301 \nL 721.335614 182.029435 \nL 721.405114 183.753986 \nL 721.613615 181.307088 \nL 721.683115 181.168313 \nL 721.961116 178.632981 \nL 722.100117 179.206951 \nL 722.169617 179.348921 \nL 722.239117 180.284357 \nL 722.308617 179.776837 \nL 722.447618 178.560844 \nL 722.725619 180.971462 \nL 722.86462 179.471064 \nL 722.93412 180.33269 \nL 723.00362 180.185018 \nL 723.07312 179.110981 \nL 723.142621 179.533881 \nL 723.212121 179.723876 \nL 723.420622 178.246401 \nL 723.490122 179.233051 \nL 723.559622 178.576645 \nL 723.629122 179.384278 \nL 723.698623 178.092566 \nL 723.976624 183.058016 \nL 724.115624 184.284134 \nL 724.185125 183.629015 \nL 724.324125 184.966363 \nL 724.532626 180.225567 \nL 724.671626 181.082023 \nL 725.019128 178.243269 \nL 725.088628 178.786207 \nL 725.227629 178.205979 \nL 725.366629 179.879585 \nL 725.436129 179.810458 \nL 725.50563 178.549846 \nL 725.57513 178.561051 \nL 725.64463 178.358293 \nL 725.71413 177.152619 \nL 725.783631 177.563085 \nL 725.853131 178.604111 \nL 725.992131 177.479679 \nL 726.061632 177.530696 \nL 726.131132 177.384818 \nL 726.200632 177.547179 \nL 726.339633 178.412335 \nL 726.617634 175.28657 \nL 726.826135 175.823627 \nL 726.895635 174.961404 \nL 726.965135 175.924186 \nL 727.104136 174.270519 \nL 727.173636 174.738942 \nL 727.243136 174.561322 \nL 727.312636 176.595915 \nL 727.382137 176.353104 \nL 727.451637 175.156842 \nL 727.590638 176.329647 \nL 727.660138 175.885662 \nL 727.729638 176.251467 \nL 727.868639 173.361595 \nL 727.938139 173.586562 \nL 728.007639 173.05585 \nL 728.077139 173.230096 \nL 728.21614 175.140908 \nL 728.424641 171.135542 \nL 728.494141 171.300534 \nL 728.563641 172.370078 \nL 728.633141 171.326563 \nL 728.841642 174.964689 \nL 728.980643 172.758596 \nL 729.119643 175.333757 \nL 729.189144 175.390345 \nL 729.397644 174.262755 \nL 729.536645 174.609603 \nL 729.745146 176.767467 \nL 729.814646 176.362911 \nL 729.884146 176.498625 \nL 730.092647 178.309884 \nL 730.231648 176.977333 \nL 730.301148 177.003279 \nL 730.579149 179.842676 \nL 730.648649 179.099077 \nL 730.718149 180.073595 \nL 731.204651 174.094131 \nL 731.413152 176.490637 \nL 731.482652 177.157806 \nL 731.552153 175.738805 \nL 731.621653 175.977303 \nL 731.691153 176.643276 \nL 731.760653 175.657035 \nL 731.899654 176.627852 \nL 732.038654 174.525332 \nL 732.177655 177.361829 \nL 732.247155 177.084691 \nL 732.316655 177.608352 \nL 732.455656 176.454014 \nL 732.525156 177.03466 \nL 732.594656 176.579882 \nL 732.664157 178.506237 \nL 732.733657 177.886234 \nL 732.803157 178.314235 \nL 733.011658 177.718066 \nL 733.081158 176.166447 \nL 733.150659 177.250587 \nL 733.220159 176.078312 \nL 733.289659 176.642492 \nL 733.359159 176.151642 \nL 733.42866 176.497093 \nL 733.49816 175.977535 \nL 733.56766 176.499126 \nL 733.706661 175.273039 \nL 733.845661 176.20998 \nL 733.984662 173.684098 \nL 734.262663 176.283616 \nL 734.332163 175.979692 \nL 734.401663 176.815258 \nL 734.471164 176.333571 \nL 734.540664 177.00683 \nL 734.679664 175.881124 \nL 734.749165 176.44524 \nL 734.957665 172.782798 \nL 735.166166 177.795634 \nL 735.235667 177.864479 \nL 735.374667 178.765581 \nL 735.444167 176.783344 \nL 735.513668 177.758855 \nL 735.583168 177.758855 \nL 735.722168 174.350251 \nL 735.861169 176.529905 \nL 735.930669 175.377345 \nL 736.06967 177.587066 \nL 736.13917 177.428902 \nL 736.556172 173.965328 \nL 736.625672 173.975968 \nL 736.695172 174.427475 \nL 736.903673 173.320707 \nL 736.973173 173.995649 \nL 737.042673 172.90056 \nL 737.251174 175.403517 \nL 737.668176 177.297772 \nL 737.807176 176.810831 \nL 737.876677 176.904356 \nL 737.946177 176.0578 \nL 738.015677 176.255225 \nL 738.085177 176.377954 \nL 738.154678 176.283761 \nL 738.363178 176.113444 \nL 738.432679 176.557075 \nL 738.502179 176.456258 \nL 738.571679 176.029203 \nL 738.84968 178.292276 \nL 738.91918 178.350654 \nL 738.988681 178.995136 \nL 739.058181 178.816986 \nL 739.127681 178.120321 \nL 739.197182 179.068975 \nL 739.336182 176.258549 \nL 739.405682 177.356378 \nL 739.475183 177.338554 \nL 739.544683 175.762402 \nL 739.614183 176.045716 \nL 739.753184 177.131785 \nL 739.961684 179.164845 \nL 740.031185 180.334913 \nL 740.100685 179.955427 \nL 740.239685 178.255509 \nL 740.309186 178.358266 \nL 740.448186 180.035366 \nL 740.517687 179.409885 \nL 740.587187 178.740426 \nL 740.795688 181.429077 \nL 740.865188 181.317082 \nL 741.004188 183.292779 \nL 741.073689 182.908951 \nL 741.143189 182.908951 \nL 741.212689 183.40728 \nL 741.282189 183.344324 \nL 741.42119 181.096501 \nL 741.560191 182.171348 \nL 741.768691 177.584308 \nL 741.838192 177.726761 \nL 741.977192 177.244195 \nL 742.046692 176.330527 \nL 742.116193 177.149936 \nL 742.185693 176.523542 \nL 742.394194 178.137688 \nL 742.463694 177.130494 \nL 742.533194 179.12352 \nL 742.602694 178.120736 \nL 742.672195 178.139771 \nL 742.811195 179.111571 \nL 742.880696 178.746853 \nL 742.950196 178.982291 \nL 743.019696 179.936331 \nL 743.158697 177.29968 \nL 743.297697 179.418861 \nL 743.506198 177.927495 \nL 743.575698 178.245032 \nL 743.714699 180.007593 \nL 743.853699 180.504533 \nL 744.0622 176.930651 \nL 744.270701 179.434106 \nL 744.409701 180.701301 \nL 744.618202 178.832324 \nL 744.826703 180.720478 \nL 744.896203 181.263709 \nL 745.104704 179.321226 \nL 745.174204 180.449867 \nL 745.243704 180.404357 \nL 745.313205 179.199008 \nL 745.382705 179.568846 \nL 745.521706 181.210001 \nL 745.591206 180.969055 \nL 745.799707 181.899016 \nL 745.869207 181.815817 \nL 746.008207 183.067639 \nL 746.147208 181.936993 \nL 746.216708 182.277276 \nL 746.355709 180.513115 \nL 746.425209 181.395387 \nL 746.564209 179.676813 \nL 746.77271 181.952201 \nL 746.842211 181.779328 \nL 746.911711 181.850909 \nL 746.981211 181.361785 \nL 747.050711 181.506031 \nL 747.120212 183.391397 \nL 747.189712 182.698166 \nL 747.259212 183.460538 \nL 747.398213 180.93132 \nL 747.467713 181.557712 \nL 747.537213 183.273605 \nL 747.676214 179.658919 \nL 748.023715 183.809178 \nL 748.093215 183.486749 \nL 748.162716 183.164413 \nL 748.371216 180.873432 \nL 748.440717 180.719733 \nL 748.510217 180.772488 \nL 748.649217 181.217682 \nL 748.788218 178.259126 \nL 748.927218 174.348678 \nL 749.066219 177.948838 \nL 749.135719 177.100859 \nL 749.34422 178.831413 \nL 749.483221 179.067936 \nL 749.552721 179.012552 \nL 749.691721 180.946583 \nL 749.830722 176.965902 \nL 749.900222 177.488218 \nL 750.178223 180.817249 \nL 750.247723 180.992856 \nL 750.386724 179.139067 \nL 750.525725 181.122207 \nL 750.664725 181.501864 \nL 750.734225 181.214793 \nL 750.873226 184.166757 \nL 750.942726 183.985979 \nL 751.012226 183.120829 \nL 751.081727 184.293454 \nL 751.359728 179.946936 \nL 751.568228 180.572112 \nL 751.707229 183.012251 \nL 751.98523 179.631863 \nL 752.05473 180.758966 \nL 752.124231 180.607497 \nL 752.263231 180.990107 \nL 752.471732 179.337068 \nL 752.541232 179.953882 \nL 752.610732 179.672445 \nL 752.680233 179.874806 \nL 752.749733 177.534666 \nL 752.819233 178.022553 \nL 752.888733 177.86739 \nL 752.958234 176.478957 \nL 753.027734 177.310721 \nL 753.097234 178.477 \nL 753.166735 178.045327 \nL 753.305735 177.077702 \nL 753.444736 178.08714 \nL 753.583736 176.553575 \nL 753.722737 178.21957 \nL 753.792237 177.467493 \nL 753.861737 177.327887 \nL 754.070238 174.172432 \nL 754.278739 172.789406 \nL 754.417739 169.974895 \nL 754.48724 170.355989 \nL 754.62624 171.43068 \nL 754.69574 170.845251 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556.89799 169.50351 \nL 557.03699 169.943277 \nL 557.175991 171.593625 \nL 557.245491 170.364346 \nL 557.314991 170.372501 \nL 557.384492 170.198167 \nL 557.453992 168.504303 \nL 557.731993 172.21633 \nL 557.870994 171.104923 \nL 557.940494 171.426394 \nL 558.079494 170.836846 \nL 558.218495 168.904442 \nL 558.287995 168.953 \nL 558.426996 169.793675 \nL 558.635496 172.623829 \nL 558.774497 173.018156 \nL 559.121998 174.060916 \nL 559.330499 177.593703 \nL 559.539 179.262264 \nL 559.6085 178.835231 \nL 559.817001 174.885686 \nL 559.886501 175.37958 \nL 560.025502 173.67226 \nL 560.095002 174.092263 \nL 560.164502 174.220402 \nL 560.234003 175.265729 \nL 560.303503 173.794206 \nL 560.373003 174.266694 \nL 560.442503 174.266694 \nL 560.651004 176.616915 \nL 560.790005 175.820728 \nL 560.859505 177.640963 \nL 560.929005 177.160748 \nL 561.068006 177.527954 \nL 561.207006 175.260893 \nL 561.276506 176.421515 \nL 561.346007 174.420047 \nL 561.415507 175.397603 \nL 561.485007 174.847245 \nL 561.624008 178.031588 \nL 561.693508 177.844574 \nL 561.763008 177.099364 \nL 561.832509 178.381703 \nL 561.902009 177.879828 \nL 562.11051 178.490348 \nL 562.24951 180.112477 \nL 562.31901 180.118496 \nL 562.388511 179.893766 \nL 562.458011 180.031341 \nL 562.527511 181.496376 \nL 562.597012 181.296058 \nL 562.666512 181.802912 \nL 563.083513 177.685961 \nL 563.222514 178.102677 \nL 563.292014 176.787372 \nL 563.361514 176.930224 \nL 563.431015 176.424076 \nL 563.570015 174.307551 \nL 563.778516 175.374643 \nL 563.848016 175.206474 \nL 564.056517 171.883126 \nL 564.126017 172.115929 \nL 564.195518 172.18672 \nL 564.334518 175.701125 \nL 564.404018 175.46095 \nL 564.473519 176.010776 \nL 564.543019 175.756467 \nL 564.612519 175.345617 \nL 564.682019 174.253627 \nL 564.82102 176.148935 \nL 564.89052 175.951463 \nL 564.96002 175.671511 \nL 565.168521 177.322488 \nL 565.377022 176.060005 \nL 565.446522 176.566333 \nL 565.585523 174.883986 \nL 565.655023 176.681677 \nL 565.724523 176.632746 \nL 565.794024 176.464007 \nL 565.863524 175.760487 \nL 565.933024 176.118242 \nL 566.002524 175.945988 \nL 566.072025 176.508402 \nL 566.141525 176.196879 \nL 566.211025 175.835537 \nL 566.280525 176.018195 \nL 566.350026 176.179856 \nL 566.419526 176.830223 \nL 566.489026 176.621052 \nL 566.558527 176.400592 \nL 566.697527 177.69081 \nL 566.836528 175.058148 \nL 567.045028 179.345136 \nL 567.114529 177.714353 \nL 567.184029 177.829354 \nL 567.253529 178.427308 \nL 567.46203 177.27728 \nL 567.670531 181.676238 \nL 567.809531 180.316001 \nL 567.948532 181.966118 \nL 568.087532 178.125189 \nL 568.296033 180.47266 \nL 568.365533 178.269002 \nL 568.435034 179.451036 \nL 568.504534 179.617621 \nL 568.643534 181.086658 \nL 568.713035 180.910142 \nL 568.852035 177.331614 \nL 569.130036 180.384983 \nL 569.199537 181.309304 \nL 569.269037 179.906001 \nL 569.338537 180.648175 \nL 569.477538 182.291235 \nL 569.547038 181.515914 \nL 569.616538 182.081113 \nL 569.755539 180.032248 \nL 569.825039 180.477634 \nL 569.964039 183.324042 \nL 570.03354 182.570344 \nL 570.10304 182.957924 \nL 570.17254 185.114022 \nL 570.242041 183.87932 \nL 570.381041 182.079946 \nL 570.659042 184.924655 \nL 571.006543 179.745225 \nL 571.076044 181.067506 \nL 571.354045 177.567053 \nL 571.562546 178.760489 \nL 571.771046 175.129626 \nL 571.840547 175.989145 \nL 571.910047 176.492332 \nL 571.979547 176.096859 \nL 572.049047 176.329735 \nL 572.118548 176.480724 \nL 572.883051 187.200241 \nL 573.091551 186.288966 \nL 573.230552 187.705923 \nL 573.300052 186.880499 \nL 573.369552 187.604626 \nL 573.439053 187.306876 \nL 573.578053 188.993087 \nL 573.647553 187.541198 \nL 573.717054 188.573842 \nL 573.786554 188.141875 \nL 573.856054 187.766441 \nL 573.995055 190.973517 \nL 574.064555 188.866523 \nL 574.134055 190.076433 \nL 574.342556 187.530381 \nL 574.412056 187.961168 \nL 574.481557 187.143792 \nL 574.551057 187.161923 \nL 574.620557 188.407191 \nL 574.759558 185.887552 \nL 574.898558 188.250463 \nL 574.968058 186.76897 \nL 575.037559 187.841595 \nL 575.45456 181.142663 \nL 575.663061 184.339147 \nL 575.732561 183.674026 \nL 575.802062 183.664383 \nL 575.871562 184.349948 \nL 575.941062 184.303106 \nL 576.080063 183.59708 \nL 576.149563 182.582738 \nL 576.358064 178.200376 \nL 576.427564 178.120505 \nL 576.566565 180.597591 \nL 576.636065 180.841735 \nL 576.705565 180.443054 \nL 577.122567 174.408057 \nL 577.331067 175.665738 \nL 577.470068 176.406801 \nL 577.609068 174.45731 \nL 577.678569 175.609071 \nL 577.748069 175.596252 \nL 577.88707 174.857301 \nL 578.02607 177.832227 \nL 578.443072 173.389142 \nL 578.512572 175.159931 \nL 578.582072 174.556589 \nL 578.651572 175.27474 \nL 578.790573 177.939661 \nL 578.999074 175.350746 \nL 579.068574 175.469105 \nL 579.207575 177.369475 \nL 579.277075 177.762834 \nL 579.555076 180.491624 \nL 579.624576 180.846092 \nL 579.833077 178.771904 \nL 579.902577 178.771904 \nL 579.972077 178.059279 \nL 580.041578 178.43255 \nL 580.180578 178.750957 \nL 580.319579 177.611952 \nL 580.389079 178.14204 \nL 580.458579 180.324423 \nL 580.52808 179.400038 \nL 580.59758 181.020832 \nL 580.66708 180.587119 \nL 580.73658 179.928815 \nL 581.084082 184.033759 \nL 581.362083 179.998478 \nL 581.570583 181.917411 \nL 581.640084 181.153578 \nL 581.709584 181.682903 \nL 581.779084 181.549272 \nL 582.126586 177.6801 \nL 582.196086 177.24706 \nL 582.265586 177.428939 \nL 582.335086 177.296338 \nL 582.404587 177.647818 \nL 582.613087 176.543519 \nL 582.682588 178.143534 \nL 582.752088 176.83943 \nL 582.821588 177.590191 \nL 583.16909 175.48547 \nL 583.23859 176.160839 \nL 583.447091 173.600543 \nL 583.516591 172.676644 \nL 583.586091 173.880737 \nL 583.725092 171.392286 \nL 583.864092 173.731598 \nL 583.933592 173.200677 \nL 584.072593 175.579221 \nL 584.211594 176.466244 \nL 584.281094 175.106933 \nL 584.350594 176.014738 \nL 584.420094 174.657015 \nL 584.489595 174.73842 \nL 584.628595 174.561804 \nL 584.698095 173.541238 \nL 584.837096 174.2404 \nL 584.906596 173.553315 \nL 584.976096 173.578629 \nL 585.045597 173.426322 \nL 585.115097 172.583535 \nL 585.323598 175.066326 \nL 585.393098 174.613285 \nL 585.532099 176.538454 \nL 585.601599 176.404486 \nL 585.8796 180.723197 \nL 585.9491 179.969612 \nL 586.0186 180.277527 \nL 586.296601 177.455637 \nL 586.366102 178.218175 \nL 586.435602 177.986683 \nL 586.505102 177.702994 \nL 586.574602 177.793481 \nL 586.644103 178.185523 \nL 586.713603 178.135091 \nL 586.783103 177.147739 \nL 586.852604 177.821626 \nL 586.922104 177.187871 \nL 586.991604 177.325619 \nL 587.061104 177.408573 \nL 587.130605 178.298335 \nL 587.200105 178.05901 \nL 587.269605 178.101219 \nL 587.408606 179.990306 \nL 587.478106 179.458461 \nL 587.617106 180.864669 \nL 587.686607 180.819062 \nL 587.825607 182.457455 \nL 587.895107 182.36181 \nL 588.034108 180.362172 \nL 588.173109 180.327777 \nL 588.242609 180.327777 \nL 588.312109 179.842693 \nL 588.381609 181.779615 \nL 588.45111 181.010759 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189.40418 \nL 593.038127 187.63046 \nL 593.246628 191.226942 \nL 593.316128 191.159932 \nL 593.524629 193.16469 \nL 593.94163 191.257463 \nL 594.150131 189.344171 \nL 594.219631 189.765313 \nL 594.358632 187.960943 \nL 594.428132 188.466227 \nL 594.497633 188.196293 \nL 594.567133 187.075682 \nL 594.636633 187.22044 \nL 594.775634 190.369018 \nL 594.845134 189.206869 \nL 594.984134 191.71978 \nL 595.123135 191.432898 \nL 595.262135 191.300627 \nL 595.470636 189.9138 \nL 595.540136 192.748614 \nL 595.609637 192.036655 \nL 595.679137 191.041506 \nL 595.748637 192.718197 \nL 595.818138 192.090514 \nL 595.957138 190.720321 \nL 596.026638 191.142155 \nL 596.096139 191.355297 \nL 596.165639 191.104735 \nL 596.235139 191.981599 \nL 596.304639 191.685638 \nL 596.37414 190.754154 \nL 596.51314 193.531909 \nL 596.652141 190.860488 \nL 596.721641 191.589492 \nL 596.791141 193.272121 \nL 596.860642 193.03889 \nL 596.999642 191.321438 \nL 597.069142 191.673099 \nL 597.138643 191.786958 \nL 597.208143 191.625006 \nL 597.277643 192.309739 \nL 597.347143 190.952795 \nL 597.486144 194.792516 \nL 597.555644 194.295909 \nL 597.625144 195.421662 \nL 597.764145 194.305599 \nL 597.833645 194.810993 \nL 598.042146 191.633607 \nL 598.181147 193.027301 \nL 598.598148 189.429346 \nL 598.667648 189.731859 \nL 598.737149 189.245139 \nL 598.806649 189.39303 \nL 598.876149 190.038278 \nL 599.15415 187.287466 \nL 599.22365 187.646098 \nL 599.362651 188.912798 \nL 599.432151 188.69361 \nL 599.571152 190.464392 \nL 599.779653 188.771235 \nL 599.918653 189.051232 \nL 600.127154 191.358127 \nL 600.196654 190.81041 \nL 600.266154 190.825298 \nL 600.544155 194.752599 \nL 600.613656 194.625852 \nL 600.683156 194.057151 \nL 600.752656 194.286074 \nL 600.822157 194.681491 \nL 600.891657 196.708061 \nL 600.961157 196.639964 \nL 601.100158 194.280808 \nL 601.169658 194.921358 \nL 601.308658 195.122282 \nL 601.65616 192.021056 \nL 601.72566 192.586616 \nL 601.86466 195.269372 \nL 601.934161 195.262798 \nL 602.073161 193.877825 \nL 602.142662 193.877825 \nL 602.351162 192.740173 \nL 602.420663 193.176704 \nL 602.559663 194.37145 \nL 602.629163 194.408783 \nL 602.768164 193.770868 \nL 602.907164 193.810104 \nL 602.976665 196.072084 \nL 603.046165 194.151195 \nL 603.115665 194.224571 \nL 603.185165 194.845501 \nL 603.324166 192.035491 \nL 603.393666 193.059728 \nL 603.463167 192.423689 \nL 603.532667 192.572501 \nL 603.602167 192.685146 \nL 603.671667 193.465797 \nL 604.227669 188.8666 \nL 604.29717 188.974707 \nL 604.36667 189.122938 \nL 604.43617 190.04194 \nL 604.505671 188.218312 \nL 604.575171 188.456017 \nL 604.644671 188.453257 \nL 604.714171 190.013866 \nL 604.922672 188.539956 \nL 605.339674 193.372932 \nL 605.617675 191.868055 \nL 605.826176 194.730954 \nL 606.104177 191.646475 \nL 606.173677 193.766261 \nL 606.243177 192.052238 \nL 606.382178 193.826946 \nL 606.521178 195.422036 \nL 606.590678 195.19697 \nL 606.660179 194.621374 \nL 606.93818 196.79434 \nL 607.00768 195.397131 \nL 607.146681 198.046951 \nL 607.216181 197.963333 \nL 607.285681 197.39662 \nL 607.355181 197.792499 \nL 607.494182 196.842298 \nL 607.563682 197.915358 \nL 607.633182 197.612908 \nL 607.841683 195.382579 \nL 607.911183 195.30198 \nL 608.050184 193.105089 \nL 608.119684 193.49143 \nL 608.189184 193.889406 \nL 608.397685 189.918823 \nL 608.467186 191.001353 \nL 608.536686 192.010067 \nL 608.606186 190.693187 \nL 608.675686 191.344748 \nL 608.814687 193.952372 \nL 608.884187 193.724558 \nL 608.953687 192.798442 \nL 609.092688 194.925709 \nL 609.162188 192.849496 \nL 609.231688 193.066405 \nL 609.301189 192.797959 \nL 609.370689 192.895357 \nL 609.509689 193.831922 \nL 609.57919 193.771971 \nL 609.64869 193.515436 \nL 609.71819 195.127807 \nL 609.787691 194.398991 \nL 609.857191 194.894165 \nL 610.065692 193.714724 \nL 610.274192 195.039927 \nL 610.413193 194.061695 \nL 610.552193 191.079517 \nL 610.621694 192.371809 \nL 610.691194 192.21662 \nL 610.760694 192.265087 \nL 610.830195 192.649418 \nL 611.038695 191.244507 \nL 611.177696 192.719564 \nL 611.247196 191.61158 \nL 611.316696 192.07176 \nL 611.386197 191.832274 \nL 611.455697 192.646392 \nL 611.525197 191.588755 \nL 611.594697 191.862275 \nL 611.664198 192.550596 \nL 611.733698 191.322714 \nL 611.803198 192.39854 \nL 611.872698 189.867447 \nL 611.942199 190.209011 \nL 612.081199 188.863906 \nL 612.1507 188.789867 \nL 612.2202 189.522805 \nL 612.2897 188.501417 \nL 612.428701 189.392055 \nL 612.498201 188.52317 \nL 612.567701 189.617856 \nL 612.637201 189.211696 \nL 612.915202 187.239755 \nL 613.054203 189.797858 \nL 613.193203 187.149643 \nL 613.262704 187.149643 \nL 613.540705 192.405626 \nL 613.610205 190.859635 \nL 613.679705 190.90853 \nL 613.818706 192.296911 \nL 613.888206 192.214042 \nL 614.027207 194.407507 \nL 614.096707 194.150895 \nL 614.444208 197.107244 \nL 614.513708 197.08094 \nL 614.652709 197.454913 \nL 614.86121 194.830339 \nL 614.93071 195.492432 \nL 615.00021 194.348633 \nL 615.069711 195.574824 \nL 615.278211 193.389096 \nL 615.347712 194.272353 \nL 615.417212 193.586514 \nL 615.486712 194.414141 \nL 615.556212 194.292922 \nL 615.625713 193.718107 \nL 615.695213 193.803346 \nL 615.764713 193.975732 \nL 615.903714 195.624205 \nL 616.042714 195.980094 \nL 616.181715 195.239192 \nL 616.251215 193.37119 \nL 616.320715 195.101678 \nL 616.390216 194.149202 \nL 616.529216 195.965269 \nL 616.598716 195.616305 \nL 616.737717 193.851313 \nL 616.876717 195.041494 \nL 616.946218 195.904028 \nL 617.015718 195.149494 \nL 617.085218 196.149808 \nL 617.154719 195.624985 \nL 617.224219 195.285485 \nL 617.293719 195.631011 \nL 617.43272 194.555923 \nL 617.710721 190.478315 \nL 617.780221 190.455547 \nL 617.919221 189.316426 \nL 618.058222 190.966365 \nL 618.127722 189.948765 \nL 618.405723 194.12188 \nL 618.475224 193.477481 \nL 618.753225 197.467406 \nL 618.822725 197.100997 \nL 618.892225 196.889171 \nL 618.961725 196.172125 \nL 619.031226 196.679105 \nL 619.239726 193.412067 \nL 619.309227 193.876021 \nL 619.517727 192.706974 \nL 619.587228 194.015467 \nL 619.656728 193.286189 \nL 619.726228 193.302299 \nL 619.795729 192.18029 \nL 619.865229 192.411476 \nL 620.14323 194.368029 \nL 620.21273 194.376309 \nL 620.421231 196.838638 \nL 620.490731 196.413077 \nL 620.699232 199.34086 \nL 620.907733 194.769315 \nL 621.046733 193.611428 \nL 621.116234 193.426288 \nL 621.255234 195.806716 \nL 621.394235 193.86667 \nL 621.602735 196.497139 \nL 621.741736 195.931941 \nL 621.811236 198.795656 \nL 621.880736 198.760992 \nL 621.950237 199.650845 \nL 622.158737 197.341223 \nL 622.228238 197.443731 \nL 622.367238 197.607007 \nL 622.506239 198.973807 \nL 622.575739 198.616134 \nL 622.645239 199.017982 \nL 622.71474 197.215656 \nL 622.78424 197.396483 \nL 622.85374 197.468368 \nL 622.92324 198.898208 \nL 622.992741 198.100138 \nL 623.131741 196.524006 \nL 623.270742 197.952264 \nL 623.340242 197.297682 \nL 623.409742 197.116775 \nL 623.479242 197.904564 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192.420697 \nL 627.99676 192.848395 \nL 628.06626 192.441728 \nL 628.274761 189.436591 \nL 628.344261 189.320901 \nL 628.413761 189.606626 \nL 628.483261 189.534178 \nL 628.552762 188.647837 \nL 628.691762 190.080443 \nL 628.761263 190.241718 \nL 628.830763 190.790068 \nL 629.178264 186.185749 \nL 629.247764 185.623938 \nL 629.386765 186.30271 \nL 629.456265 185.97054 \nL 629.595266 188.426024 \nL 629.734266 187.856887 \nL 629.873267 188.325156 \nL 629.942767 188.454433 \nL 630.012267 189.76464 \nL 630.220768 188.336436 \nL 630.359769 189.29498 \nL 630.498769 190.624296 \nL 630.568269 190.032311 \nL 631.054771 195.365585 \nL 631.124272 195.287833 \nL 631.193772 195.203628 \nL 631.471773 197.362233 \nL 631.541273 197.832271 \nL 631.610773 197.705781 \nL 631.680274 197.524002 \nL 631.958275 194.338867 \nL 632.027775 193.8635 \nL 632.097275 194.147035 \nL 632.166775 194.752042 \nL 632.236276 193.397215 \nL 632.305776 194.407163 \nL 632.375276 193.240826 \nL 632.792278 199.900533 \nL 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201.196821 \nL 637.587796 201.508653 \nL 637.657296 203.110681 \nL 637.726797 202.722235 \nL 637.796297 202.674762 \nL 637.865797 203.582195 \nL 637.935297 203.148055 \nL 638.143798 201.882536 \nL 638.282799 202.429585 \nL 638.352299 202.353633 \nL 638.5608 204.951725 \nL 638.6998 202.403474 \nL 638.769301 202.681929 \nL 638.838801 203.319333 \nL 638.908301 202.765173 \nL 638.977801 203.063299 \nL 639.047302 203.144755 \nL 639.186302 201.222448 \nL 639.325303 200.925853 \nL 639.464303 201.476236 \nL 639.603304 199.096859 \nL 639.672804 199.836753 \nL 639.811804 200.327102 \nL 640.367807 194.651391 \nL 640.437307 194.817097 \nL 640.576307 196.151653 \nL 640.715308 196.237647 \nL 640.923809 193.833831 \nL 641.27131 197.185592 \nL 641.34081 197.379787 \nL 641.410311 196.943651 \nL 641.757812 202.655929 \nL 641.827312 202.214395 \nL 641.896812 203.093025 \nL 641.966313 201.871985 \nL 642.035813 202.056908 \nL 642.105313 203.766944 \nL 642.174813 203.476321 \nL 642.452814 205.429684 \nL 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215.135139 \nL 661.565387 214.368356 \nL 661.843388 217.556213 \nL 661.912888 216.769642 \nL 661.982389 215.518819 \nL 662.051889 216.25476 \nL 662.121389 216.494069 \nL 662.190889 216.284044 \nL 662.26039 215.518662 \nL 662.32989 215.535827 \nL 662.46889 216.982328 \nL 662.538391 216.427726 \nL 662.677391 214.888497 \nL 662.816392 214.071586 \nL 662.955392 215.088875 \nL 663.094393 216.191556 \nL 663.163893 216.146084 \nL 663.580895 213.325675 \nL 663.650395 214.351986 \nL 663.928396 210.104007 \nL 664.067396 212.823775 \nL 664.136897 212.414321 \nL 664.275897 210.544021 \nL 664.345398 210.898525 \nL 664.623399 208.701364 \nL 664.692899 208.864675 \nL 664.762399 208.13495 \nL 664.831899 208.458913 \nL 664.9709 208.327994 \nL 665.1099 205.446992 \nL 665.179401 205.604944 \nL 665.318401 206.330116 \nL 665.457402 203.782416 \nL 665.526902 205.420895 \nL 665.596402 203.150419 \nL 665.665903 203.296617 \nL 665.943904 200.921076 \nL 666.013404 200.691795 \nL 666.082904 200.88196 \nL 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687.697486 219.40824 \nL 687.766986 219.954184 \nL 687.836487 221.4252 \nL 687.975487 219.762374 \nL 688.183988 220.816457 \nL 688.392489 219.237343 \nL 688.461989 219.331278 \nL 688.67049 217.386751 \nL 688.80949 220.104061 \nL 688.878991 220.032371 \nL 688.948491 220.473904 \nL 689.156992 218.767651 \nL 689.226492 219.048211 \nL 689.295992 218.900258 \nL 689.365492 218.503633 \nL 689.712994 213.844921 \nL 689.921495 210.676763 \nL 689.990995 208.124481 \nL 690.060495 208.689035 \nL 690.129995 209.914612 \nL 690.268996 208.043118 \nL 690.477497 210.737523 \nL 690.546997 209.205763 \nL 690.616497 209.753854 \nL 690.685997 210.820835 \nL 690.755498 210.380905 \nL 690.824998 211.183492 \nL 690.894498 210.598855 \nL 691.102999 212.229912 \nL 691.172499 212.074573 \nL 691.381 210.945081 \nL 691.4505 211.441453 \nL 691.520001 210.674292 \nL 691.589501 210.990968 \nL 691.798002 210.752059 \nL 691.867502 210.898021 \nL 691.937002 211.454066 \nL 692.006502 210.930599 \nL 692.284504 214.974159 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209.715512 \nL 697.010521 208.826457 \nL 697.080022 209.331761 \nL 697.219022 211.389884 \nL 697.288523 211.316588 \nL 697.427523 213.186112 \nL 697.497023 212.74545 \nL 697.775024 206.718355 \nL 697.914025 207.053029 \nL 697.983525 207.944652 \nL 698.192026 206.190927 \nL 698.261526 206.159366 \nL 698.400527 204.945312 \nL 698.609028 206.089799 \nL 698.678528 206.971425 \nL 698.887029 204.496026 \nL 698.956529 205.379101 \nL 699.026029 203.985281 \nL 699.095529 204.393643 \nL 699.16503 204.001553 \nL 699.30403 205.453945 \nL 699.443031 205.247079 \nL 699.582031 207.582027 \nL 699.651531 207.647673 \nL 699.721032 206.89994 \nL 699.999033 211.802771 \nL 700.207534 214.834652 \nL 700.416034 211.446014 \nL 700.485535 211.461811 \nL 700.555035 209.738645 \nL 700.624535 209.748489 \nL 700.694035 209.426568 \nL 700.763536 210.561406 \nL 700.833036 210.116491 \nL 700.902536 210.356793 \nL 701.180537 213.788447 \nL 701.319538 213.45465 \nL 701.80604 208.143562 \nL 701.87554 208.249194 \nL 702.223041 204.554359 \nL 702.292542 205.373408 \nL 702.570543 202.572611 \nL 702.640043 203.272721 \nL 702.709543 201.741766 \nL 702.779043 201.965615 \nL 703.126545 205.365931 \nL 703.196045 205.126788 \nL 703.404546 206.445324 \nL 703.474046 205.905944 \nL 703.543546 204.493404 \nL 703.682547 206.833613 \nL 703.752047 205.736811 \nL 703.960548 207.786457 \nL 704.030048 206.658719 \nL 704.099548 206.899608 \nL 704.238549 207.467473 \nL 704.308049 207.250529 \nL 704.377549 208.43673 \nL 704.44705 207.806264 \nL 704.51655 206.329558 \nL 704.58605 207.329149 \nL 704.65555 207.269479 \nL 704.725051 206.21947 \nL 704.794551 206.507244 \nL 704.933552 205.807598 \nL 705.003052 206.341012 \nL 705.211553 202.447625 \nL 705.281053 202.173268 \nL 705.350553 201.153837 \nL 705.420053 201.492417 \nL 705.489554 203.246464 \nL 705.559054 202.771184 \nL 705.698054 201.972373 \nL 705.906555 204.303901 \nL 706.115056 203.468245 \nL 706.184556 203.831987 \nL 706.254057 203.100268 \nL 706.393057 203.993008 \nL 706.462557 203.856563 \nL 706.532058 202.285478 \nL 706.601558 203.136185 \nL 706.740558 200.942437 \nL 706.879559 202.210674 \nL 706.949059 200.853194 \nL 707.018559 201.786037 \nL 707.08806 201.780548 \nL 707.15756 201.212769 \nL 707.22706 201.28375 \nL 707.366061 200.724001 \nL 707.505061 202.134129 \nL 707.574562 201.480905 \nL 707.644062 202.718219 \nL 707.783062 201.321107 \nL 707.991563 204.391007 \nL 708.339064 202.086582 \nL 708.478065 205.183438 \nL 708.617066 202.711075 \nL 708.964567 199.278999 \nL 709.034067 201.091484 \nL 709.103567 199.17928 \nL 709.173068 200.629615 \nL 709.242568 200.471903 \nL 709.312068 201.056972 \nL 709.451069 199.576572 \nL 709.590069 202.044341 \nL 709.659569 201.364241 \nL 709.72907 201.095469 \nL 709.79857 201.507238 \nL 709.86807 201.1563 \nL 709.937571 200.062702 \nL 710.007071 200.479262 \nL 710.076571 201.070188 \nL 710.285072 199.979414 \nL 710.424072 201.350868 \nL 710.493573 200.426442 \nL 710.563073 200.476578 \nL 710.702073 203.074365 \nL 710.771574 202.751317 \nL 710.980074 204.584141 \nL 711.049575 204.631567 \nL 711.258076 207.983192 \nL 711.536077 205.412343 \nL 711.605577 205.30964 \nL 711.744577 203.505931 \nL 711.953078 206.137296 \nL 712.022578 204.276518 \nL 712.092079 204.688137 \nL 712.37008 201.418472 \nL 712.578581 203.5816 \nL 712.648081 203.47125 \nL 712.856582 204.526303 \nL 712.926082 204.307618 \nL 713.065082 206.726465 \nL 713.134583 207.467269 \nL 713.343083 205.466857 \nL 713.412584 205.325772 \nL 713.621085 204.488643 \nL 713.690585 204.410297 \nL 713.760085 204.487373 \nL 713.829585 202.646 \nL 713.899086 202.938398 \nL 714.177087 199.737997 \nL 714.385587 202.751222 \nL 714.455088 202.533723 \nL 714.663588 200.773115 \nL 714.872089 199.266767 \nL 715.01109 200.716819 \nL 715.08059 200.049516 \nL 715.15009 200.11194 \nL 715.219591 199.807457 \nL 715.567092 203.328237 \nL 715.636592 203.955545 \nL 715.706092 205.919072 \nL 715.845093 203.807006 \nL 715.914593 203.904678 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207.291717 \nL 722.308617 207.42126 \nL 722.447618 205.112139 \nL 722.517118 204.527189 \nL 722.586619 204.836975 \nL 722.725619 203.872793 \nL 722.93412 198.679351 \nL 723.00362 199.646779 \nL 723.142621 200.499572 \nL 723.281621 198.121817 \nL 723.351121 199.131578 \nL 723.420622 198.524733 \nL 723.490122 197.921968 \nL 723.559622 198.054465 \nL 723.768123 200.426444 \nL 723.837623 199.892242 \nL 723.907124 200.976525 \nL 723.976624 200.615058 \nL 724.046124 199.248651 \nL 724.115624 199.577464 \nL 724.185125 200.575121 \nL 724.324125 198.748572 \nL 724.532626 199.727845 \nL 724.810627 198.291184 \nL 725.019128 200.475955 \nL 725.088628 199.187362 \nL 725.158128 199.709882 \nL 725.366629 201.843897 \nL 725.436129 201.711077 \nL 725.50563 200.334788 \nL 725.57513 202.993891 \nL 725.64463 202.595965 \nL 725.783631 201.744478 \nL 725.853131 201.746886 \nL 725.992131 201.116352 \nL 726.061632 201.70345 \nL 726.131132 200.71792 \nL 726.200632 201.285697 \nL 726.270132 201.219944 \nL 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197.734762 \nL 736.347671 197.080864 \nL 736.625672 198.527931 \nL 736.695172 198.535671 \nL 736.973173 196.044222 \nL 737.112174 197.566326 \nL 737.251174 195.481424 \nL 737.320674 195.202188 \nL 737.459675 196.833921 \nL 737.529175 196.702664 \nL 737.737676 193.397074 \nL 737.807176 193.133485 \nL 737.946177 193.698713 \nL 738.154678 190.802827 \nL 738.224178 191.017815 \nL 738.363178 192.40878 \nL 738.502179 192.03474 \nL 738.571679 190.289873 \nL 738.71068 193.787636 \nL 738.84968 192.977123 \nL 738.91918 193.378182 \nL 739.058181 191.932938 \nL 739.127681 192.994168 \nL 739.197182 192.399987 \nL 739.336182 192.63538 \nL 739.405682 193.138398 \nL 739.475183 192.745421 \nL 739.614183 193.621387 \nL 739.753184 194.284041 \nL 740.031185 190.213409 \nL 740.100685 190.967955 \nL 740.170185 190.828982 \nL 740.378686 189.48197 \nL 740.448186 189.957335 \nL 740.587187 192.018993 \nL 740.865188 189.439594 \nL 740.934688 191.508855 \nL 741.004188 191.094941 \nL 741.49069 183.300935 \nL 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191.597384 \nL 746.077708 192.314155 \nL 746.216708 190.42889 \nL 746.355709 191.816776 \nL 746.425209 190.742817 \nL 746.494709 191.14597 \nL 746.564209 190.969172 \nL 746.70321 191.283846 \nL 746.77271 192.988527 \nL 746.842211 192.744193 \nL 746.911711 191.435282 \nL 746.981211 191.728039 \nL 747.120212 193.409221 \nL 747.259212 192.435068 \nL 747.537213 194.733695 \nL 747.745714 193.542606 \nL 747.954215 197.597767 \nL 748.023715 197.331272 \nL 748.093215 199.215099 \nL 748.162716 198.681247 \nL 748.232216 198.697794 \nL 748.301716 197.933103 \nL 748.440717 199.117033 \nL 748.510217 198.724164 \nL 748.649217 197.498806 \nL 748.788218 199.174814 \nL 748.857718 198.806892 \nL 748.927218 199.438372 \nL 749.135719 196.337078 \nL 749.20522 196.798895 \nL 749.27472 197.414476 \nL 749.34422 196.144562 \nL 749.41372 196.186343 \nL 749.483221 196.186343 \nL 749.552721 195.152536 \nL 749.622221 195.469958 \nL 749.691721 196.800323 \nL 749.761222 196.095972 \nL 749.830722 195.693206 \nL 749.900222 196.059978 \nL 750.039223 198.781969 \nL 750.108723 198.185148 \nL 750.386724 201.944137 \nL 750.525725 201.233681 \nL 750.595225 202.071635 \nL 750.664725 200.086484 \nL 750.734225 200.557056 \nL 750.803726 202.092991 \nL 750.873226 200.656405 \nL 751.012226 203.289771 \nL 751.151227 201.520148 \nL 751.220727 201.54306 \nL 751.359728 201.03605 \nL 751.498728 197.781166 \nL 751.568228 198.657947 \nL 751.637729 197.528846 \nL 751.707229 197.641328 \nL 751.776729 197.781376 \nL 751.84623 198.473402 \nL 751.98523 196.833137 \nL 752.05473 197.905231 \nL 752.124231 197.668303 \nL 752.193731 197.011577 \nL 752.263231 197.046216 \nL 752.402232 199.108968 \nL 752.541232 196.260413 \nL 752.958234 192.783988 \nL 753.097234 192.865466 \nL 753.166735 193.015147 \nL 753.236235 192.645775 \nL 753.861737 199.527109 \nL 754.000738 196.414508 \nL 754.278739 201.38777 \nL 754.348239 200.300369 \nL 754.417739 200.20652 \nL 754.765241 195.192757 \nL 755.251742 200.352084 \nL 755.390743 199.259679 \nL 755.599244 201.291512 \nL 755.807745 202.408029 \nL 755.877245 201.868849 \nL 756.016245 203.656359 \nL 756.085746 202.290433 \nL 756.155246 202.891159 \nL 756.224746 202.965379 \nL 756.363747 201.865082 \nL 756.433247 203.64617 \nL 756.502747 203.527062 \nL 756.572247 203.748682 \nL 756.641748 203.112205 \nL 756.711248 203.68278 \nL 756.919749 202.0689 \nL 757.058749 201.567024 \nL 757.406251 206.063171 \nL 757.545251 205.190212 \nL 757.614751 205.564436 \nL 757.684252 204.591372 \nL 757.823252 205.555307 \nL 757.962253 203.494284 \nL 758.031753 204.217241 \nL 758.101253 203.258145 \nL 758.170754 204.818369 \nL 758.240254 203.918083 \nL 758.379254 202.317096 \nL 758.518255 204.119109 \nL 758.587755 203.738237 \nL 758.726756 204.39178 \nL 758.796256 202.237959 \nL 758.865756 203.23004 \nL 758.935256 202.660393 \nL 759.004757 204.095245 \nL 759.074257 203.225972 \nL 759.143757 203.677094 \nL 759.282758 204.97539 \nL 759.352258 203.681732 \nL 759.421758 204.056414 \nL 759.491259 205.091279 \nL 759.630259 203.659113 \nL 759.699759 204.30296 \nL 759.76926 202.454019 \nL 759.83876 202.756037 \nL 759.90826 202.755678 \nL 759.97776 202.940349 \nL 760.116761 201.53981 \nL 760.255761 201.86395 \nL 760.325262 203.297675 \nL 760.394762 202.944488 \nL 760.464262 202.201523 \nL 760.533762 202.426639 \nL 760.672763 201.846231 \nL 760.742263 203.004749 \nL 760.881264 200.509125 \nL 760.950764 200.842433 \nL 761.020264 200.373656 \nL 761.089765 200.642832 \nL 761.228765 198.464875 \nL 761.298265 198.883379 \nL 761.367766 200.61638 \nL 761.437266 200.090323 \nL 761.506766 199.967332 \nL 761.576266 199.089294 \nL 761.645767 199.668145 \nL 761.854268 196.833058 \nL 761.923768 196.899718 \nL 762.062768 198.883624 \nL 762.132269 198.081302 \nL 762.201769 197.399022 \nL 762.41027 199.518287 \nL 762.47977 200.481297 \nL 762.61877 199.482949 \nL 762.757771 199.267963 \nL 762.827271 199.361042 \nL 762.966272 199.478443 \nL 763.105272 196.337826 \nL 763.174773 196.759395 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188.477716 \nL 767.76179 187.022998 \nL 767.83129 187.466328 \nL 767.970291 191.474866 \nL 768.039791 191.31253 \nL 768.178791 189.775363 \nL 768.248292 189.708953 \nL 768.387292 191.814128 \nL 768.456793 191.459521 \nL 768.526293 192.573765 \nL 768.595793 192.111015 \nL 768.665293 190.863313 \nL 768.943294 195.613892 \nL 769.151795 193.863146 \nL 769.290796 191.67983 \nL 769.360296 192.681401 \nL 769.429796 191.582577 \nL 769.638297 196.06033 \nL 769.707797 194.71045 \nL 769.777298 195.959192 \nL 769.846798 194.787807 \nL 769.916298 195.025387 \nL 769.985798 195.482565 \nL 770.194299 193.885458 \nL 770.263799 194.335235 \nL 770.4723 196.430977 \nL 770.680801 198.804107 \nL 770.819802 198.342725 \nL 771.028302 199.379609 \nL 771.167303 196.984308 \nL 771.306303 198.929044 \nL 771.445304 199.890839 \nL 771.723305 195.542684 \nL 771.862305 197.031198 \nL 771.931806 195.496424 \nL 772.001306 195.82542 \nL 772.070806 195.408553 \nL 772.140307 194.299347 \nL 772.279307 195.191016 \nL 772.487808 192.545084 \nL 772.557308 192.908237 \nL 772.626808 193.465023 \nL 772.696309 192.312829 \nL 772.765809 192.911842 \nL 772.835309 194.721919 \nL 772.904809 193.691863 \nL 773.18281 189.505404 \nL 773.252311 189.055348 \nL 773.530312 192.070771 \nL 773.599812 191.10764 \nL 773.669312 191.403246 \nL 773.877813 190.70482 \nL 774.364315 198.546105 \nL 774.433815 198.16927 \nL 774.503315 198.16927 \nL 774.572816 198.670271 \nL 774.711816 196.160045 \nL 774.781317 196.263796 \nL 774.850817 197.025832 \nL 775.059318 194.097821 \nL 775.128818 195.060854 \nL 775.198318 194.504822 \nL 775.476319 193.856515 \nL 775.545819 194.97323 \nL 775.61532 193.822177 \nL 775.68482 194.141789 \nL 775.75432 193.38511 \nL 775.893321 196.728103 \nL 775.962821 196.639125 \nL 776.101822 196.716294 \nL 776.171322 197.238264 \nL 776.240822 196.158337 \nL 776.379823 198.043859 \nL 776.449323 197.604452 \nL 777.005325 189.387685 \nL 777.422327 191.700647 \nL 777.561327 192.953103 \nL 777.630827 191.963868 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188.703846 \nL 781.800843 191.009427 \nL 782.148344 188.70463 \nL 782.217845 187.983715 \nL 782.426346 189.537674 \nL 782.565346 190.487827 \nL 782.634846 190.229423 \nL 782.773847 187.556244 \nL 782.843347 187.556244 \nL 782.912847 185.802278 \nL 782.982348 187.081731 \nL 783.051848 186.702702 \nL 783.190848 186.162117 \nL 783.329849 187.709364 \nL 783.399349 186.613705 \nL 783.46885 186.752696 \nL 783.53835 188.005844 \nL 783.60785 187.084418 \nL 783.67735 187.106488 \nL 783.746851 187.268263 \nL 783.955351 185.466731 \nL 784.024852 185.939607 \nL 784.163852 184.004308 \nL 784.233352 184.405902 \nL 784.372353 182.409195 \nL 784.441853 182.440863 \nL 784.511353 183.17996 \nL 784.650354 180.516219 \nL 784.858855 183.354266 \nL 784.928355 182.217679 \nL 784.997855 182.744379 \nL 785.067356 182.690073 \nL 785.136856 183.431471 \nL 785.206356 182.476655 \nL 785.275856 182.956218 \nL 785.414857 186.26709 \nL 785.484357 185.215394 \nL 785.623358 186.392644 \nL 785.762358 185.230149 \nL 785.901359 181.651169 \nL 785.970859 182.524417 \nL 786.040359 183.779886 \nL 786.10986 182.762798 \nL 786.17936 183.232152 \nL 786.24886 183.642415 \nL 786.31836 183.133282 \nL 786.387861 183.733432 \nL 786.457361 183.723472 \nL 786.596361 183.448961 \nL 786.665862 183.340006 \nL 786.943863 187.20438 \nL 787.013363 186.917019 \nL 787.082863 186.071604 \nL 787.152363 186.214092 \nL 787.291364 188.230747 \nL 787.360864 188.152895 \nL 787.430365 188.520667 \nL 787.499865 188.229892 \nL 787.777866 189.054193 \nL 787.847366 190.279386 \nL 787.986367 189.136012 \nL 788.125367 188.80437 \nL 788.264368 189.93861 \nL 788.681369 186.011712 \nL 788.75087 187.271885 \nL 788.82037 187.1123 \nL 788.88987 187.226098 \nL 789.028871 189.09705 \nL 789.098371 187.323379 \nL 789.167871 187.641931 \nL 789.237371 188.305824 \nL 789.445872 186.227002 \nL 789.515372 184.526008 \nL 789.584873 185.061838 \nL 789.654373 184.816495 \nL 789.793374 185.425502 \nL 789.932374 185.002917 \nL 790.071375 183.784823 \nL 790.140875 183.663229 \nL 790.418876 181.09431 \nL 790.488376 181.506375 \nL 790.557876 181.30011 \nL 790.835877 179.003476 \nL 790.974878 179.772776 \nL 791.044378 179.369609 \nL 791.113879 177.585291 \nL 791.183379 177.774203 \nL 791.53088 180.268881 \nL 791.669881 179.355227 \nL 791.739381 179.504802 \nL 791.878381 181.051918 \nL 792.017382 180.080458 \nL 792.225883 184.269139 \nL 792.295383 183.347374 \nL 792.364883 183.992802 \nL 792.434384 183.648943 \nL 792.503884 183.628071 \nL 792.573384 181.424257 \nL 792.642884 181.60307 \nL 792.781885 183.305918 \nL 792.920885 182.156861 \nL 793.129386 180.592987 \nL 793.407387 184.440364 \nL 793.476887 183.664782 \nL 793.546388 184.539271 \nL 793.824389 179.942618 \nL 793.893889 180.015768 \nL 794.10239 181.576068 \nL 794.449891 179.674532 \nL 794.519391 179.849236 \nL 794.588892 178.404704 \nL 794.658392 178.61487 \nL 794.727892 178.581284 \nL 794.797392 179.291656 \nL 794.866893 179.197316 \nL 794.936393 178.974008 \nL 795.144894 177.173412 \nL 795.214394 177.498446 \nL 795.283894 177.275279 \nL 795.353395 177.542689 \nL 795.492395 179.223737 \nL 795.561895 179.321111 \nL 795.700896 181.484923 \nL 796.048397 176.51763 \nL 796.117897 176.991666 \nL 796.395899 174.104804 \nL 796.465399 172.677589 \nL 796.8824 177.702517 \nL 796.951901 177.879362 \nL 797.021401 177.417099 \nL 797.090901 177.448655 \nL 797.299402 178.992501 \nL 797.577403 175.970713 \nL 797.646903 176.039091 \nL 797.716404 177.404408 \nL 797.785904 176.638556 \nL 797.855404 177.520075 \nL 797.924904 177.331586 \nL 798.063905 178.022287 \nL 798.133405 177.849458 \nL 798.202905 177.021886 \nL 798.341906 178.990614 \nL 798.550407 181.515733 \nL 798.619907 180.22736 \nL 798.689407 180.98541 \nL 798.758908 180.332856 \nL 799.106409 184.546667 \nL 799.175909 184.501085 \nL 799.38441 186.880674 \nL 799.45391 187.469571 \nL 799.52341 186.532857 \nL 799.662411 187.844108 \nL 799.801411 185.829723 \nL 799.940412 187.570466 \nL 800.009912 186.692636 \nL 800.218413 188.531701 \nL 800.287913 187.573498 \nL 800.357414 188.498101 \nL 800.426914 188.341644 \nL 800.704915 185.625609 \nL 800.843915 186.522987 \nL 800.913416 185.518347 \nL 800.982916 187.540863 \nL 801.052416 187.101075 \nL 801.121916 186.063701 \nL 801.608418 193.651752 \nL 801.747419 192.422013 \nL 801.816919 192.896923 \nL 802.02542 196.313175 \nL 802.233921 197.480232 \nL 802.303421 197.480232 \nL 802.442421 197.222063 \nL 802.511922 198.365456 \nL 802.581422 198.10335 \nL 802.650922 198.490635 \nL 802.998424 193.907 \nL 803.067924 194.788714 \nL 803.206924 193.534858 \nL 803.415425 195.225122 \nL 803.484925 194.696291 \nL 803.623926 198.064209 \nL 803.693426 196.953893 \nL 803.901927 199.053178 \nL 804.040928 196.26321 \nL 804.179928 198.571959 \nL 804.249428 197.394135 \nL 804.318929 197.962806 \nL 804.388429 197.928812 \nL 804.527429 194.881559 \nL 804.80543 195.990421 \nL 804.874931 195.398672 \nL 805.083432 197.011361 \nL 805.152932 195.706217 \nL 805.222432 196.300541 \nL 805.291932 197.875713 \nL 805.361433 197.09494 \nL 805.430933 197.212087 \nL 805.569933 194.94084 \nL 805.639434 195.373835 \nL 805.708934 196.142098 \nL 805.778434 193.693646 \nL 805.847934 194.099349 \nL 806.195436 197.008964 \nL 806.403937 195.233969 \nL 806.473437 195.838875 \nL 806.612437 197.222418 \nL 806.681938 197.201418 \nL 806.751438 196.036975 \nL 806.820938 197.323215 \nL 806.890438 197.092728 \nL 807.098939 194.540514 \nL 807.168439 194.861176 \nL 807.30744 197.767478 \nL 807.37694 197.402653 \nL 807.585441 200.724965 \nL 807.654941 200.286244 \nL 807.724442 201.528569 \nL 807.793942 201.137512 \nL 807.863442 200.180977 \nL 807.932942 201.008917 \nL 808.002443 200.534904 \nL 808.141443 199.638633 \nL 808.210943 199.724228 \nL 808.280444 199.6592 \nL 808.349944 198.704458 \nL 808.419444 199.841842 \nL 808.488944 199.281129 \nL 808.627945 198.867482 \nL 808.766945 197.312037 \nL 808.836446 198.0536 \nL 809.044947 195.188255 \nL 809.114447 195.36233 \nL 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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Show traces and histograms\n",
+    "import pints.plot\n",
+    "pints.plot.trace(full_chains)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "R-hat:\n[1.3552733351602346, 1.3754582405932707]\n0.17671921652229416\n0.18796827770391555\n0.12155430637222131\n"
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x432 with 4 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Discard warm up\n",
+    "chains = full_chains[:, 200:]\n",
+    "\n",
+    "# Check convergence using rhat criterion\n",
+    "print('R-hat:')\n",
+    "print(pints.rhat_all_params(chains))\n",
+    "\n",
+    "# Check Kullback-Leibler divergence of chains\n",
+    "print(log_pdf.kl_divergence(chains[0]))\n",
+    "print(log_pdf.kl_divergence(chains[1]))\n",
+    "print(log_pdf.kl_divergence(chains[2]))\n",
+    "\n",
+    "# Look at distribution in chain 0\n",
+    "pints.plot.pairwise(chains[0], kde=True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The chains don't seem to have converged! This is because the narrow peak is very difficult to explore, for a fixed step size epsilon and a random momentum for every iteration. If the momentum were to persistant to some degree instead, we might hope to explore the high posterior regions for effectively."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "So let's turn on the persistance of the momentum (alpha = 0.95)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "Running...\nUsing Neal Langevin MCMC\nGenerating 3 chains.\nRunning in sequential mode.\nIter. Eval. Accept.   Accept.   Accept.   Time m:s\n0     3      0         0         0          0:00.0\n1     6      0.333     0.333     0.333      0:00.0\n2     9      0.5       0.5       0.5        0:00.0\n3     12     0.6       0.6       0.6        0:00.0\n100   303    0.98      0.98      0.971      0:00.1\n200   603    0.985     0.985     0.985      0:00.2\n300   903    0.983     0.983     0.98       0:00.2\n400   1203   0.985     0.988     0.983      0:00.3\n500   1503   0.986     0.986     0.984      0:00.4\n600   1803   0.986711  0.986711  0.983      0:00.4\n700   2103   0.985755  0.988604  0.984      0:00.5\n800   2403   0.986     0.989     0.985      0:00.6\n900   2703   0.987     0.988     0.984      0:00.6\n1000  3003   0.988024  0.989022  0.986      0:00.7\n1100  3303   0.987     0.988     0.986      0:00.8\n1200  3603   0.988     0.988     0.987      0:00.8\n1300  3903   0.988     0.988     0.987      0:00.9\n1400  4203   0.989     0.988     0.987      0:01.0\n1500  4503   0.989     0.988016  0.987      0:01.0\n1600  4803   0.988764  0.988764  0.988      0:01.1\n1700  5103   0.988     0.989     0.986      0:01.2\n1800  5403   0.988     0.989     0.987      0:01.2\n1900  5703   0.988     0.989     0.986      0:01.3\n2000  6003   0.988012  0.99      0.987013   0:01.4\n2100  6303   0.988     0.989058  0.988      0:01.4\n2200  6603   0.988     0.989     0.988      0:01.5\n2300  6903   0.988     0.988     0.988      0:01.6\n2400  7203   0.988     0.988     0.988      0:01.7\n2500  7503   0.988     0.988     0.987      0:01.7\n2600  7803   0.988     0.988     0.987      0:01.8\n2700  8103   0.988     0.988527  0.987      0:01.9\n2800  8403   0.988     0.989     0.986      0:01.9\n2900  8703   0.988     0.989     0.987      0:02.0\n3000  9003   0.988     0.989     0.987      0:02.1\n3100  9303   0.987     0.988     0.987      0:02.1\n3200  9603   0.988     0.988     0.987      0:02.2\n3300  9903   0.987     0.988     0.986      0:02.3\n3400  10203  0.987     0.989     0.986      0:02.3\n3500  10503  0.987     0.988     0.987      0:02.4\n3600  10803  0.988     0.988     0.987      0:02.5\n3700  11103  0.987     0.988     0.987      0:02.5\n3800  11403  0.987112  0.988     0.986849   0:02.6\n3900  11703  0.987     0.988     0.986      0:02.7\n4000  12003  0.987     0.988     0.987      0:02.7\n4100  12303  0.987567  0.988     0.986      0:02.8\n4200  12603  0.988     0.988     0.986435   0:02.9\n4300  12903  0.987     0.988145  0.987      0:02.9\n4400  13203  0.987     0.988     0.986597   0:03.0\n4500  13503  0.987339  0.988     0.986      0:03.1\n4600  13803  0.988     0.988     0.986      0:03.1\n4700  14103  0.987     0.988     0.986      0:03.2\n4800  14403  0.988     0.988     0.986464   0:03.3\n4900  14703  0.987     0.988     0.986      0:03.4\n5000  15000  0.987     0.988     0.986      0:03.4\nHalting: Maximum number of iterations (5000) reached.\nDone!\n"
+    }
+   ],
+   "source": [
+    "# Choose starting points for 3 mcmc chains\n",
+    "xs = [\n",
+    "    [2, 1],\n",
+    "    [3, 3],\n",
+    "    [5, 4],\n",
+    "]\n",
+    "\n",
+    "# Set a standard deviation, to give the method a sense of scale\n",
+    "#sigma = [1, 1]\n",
+    "\n",
+    "# Create mcmc routine\n",
+    "mcmc = pints.MCMCController(log_pdf, 3, xs, method=pints.NealLangevinMCMC)\n",
+    "\n",
+    "# Add stopping criterion\n",
+    "mcmc.set_max_iterations(5000)\n",
+    "\n",
+    "# Set up modest logging\n",
+    "mcmc.set_log_to_screen(True)\n",
+    "mcmc.set_log_interval(100)\n",
+    "\n",
+    "# # Update step sizes used by individual samplers\n",
+    "for sampler in mcmc.samplers():\n",
+    "    sampler.set_leapfrog_step_size(0.5)\n",
+    "    sampler.set_alpha(0.95)\n",
+    "    sampler.set_delta(mean=0.05)\n",
+    "\n",
+    "# Run!\n",
+    "print('Running...')\n",
+    "full_chains = mcmc.run()\n",
+    "print('Done!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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594.636633 67.588355 \nL 594.775634 66.922027 \nL 594.845134 67.09464 \nL 595.123135 68.621056 \nL 595.401136 68.104961 \nL 596.304639 58.303414 \nL 596.58264 55.67575 \nL 596.930142 57.121281 \nL 597.486144 52.457248 \nL 597.555644 52.568408 \nL 598.320147 55.157462 \nL 599.01515 61.372491 \nL 599.432151 65.917482 \nL 599.779653 69.759315 \nL 600.127154 73.995441 \nL 600.822157 90.378449 \nL 601.308658 94.704242 \nL 601.517159 94.528154 \nL 601.72566 93.382099 \nL 602.142662 86.85223 \nL 602.559663 90.693942 \nL 602.768164 91.922133 \nL 602.907164 92.699459 \nL 602.976665 92.460305 \nL 603.185165 91.07702 \nL 603.254666 91.239853 \nL 603.324166 91.011605 \nL 603.393666 91.143509 \nL 603.463167 91.01035 \nL 603.532667 91.079514 \nL 603.671667 92.103852 \nL 604.088669 96.610926 \nL 604.158169 97.061542 \nL 604.227669 96.943162 \nL 604.29717 96.817123 \nL 604.505671 94.805549 \nL 604.992172 87.623086 \nL 605.339674 83.862543 \nL 605.965176 72.348616 \nL 606.93818 65.691164 \nL 607.07718 66.25933 \nL 607.146681 66.243662 \nL 607.216181 66.208049 \nL 607.285681 66.334228 \nL 607.355181 66.720992 \nL 607.424682 66.610644 \nL 607.494182 66.757156 \nL 607.702683 65.99936 \nL 607.980684 67.696043 \nL 608.050184 67.598453 \nL 608.606186 65.560651 \nL 608.675686 65.454116 \nL 609.231688 62.790218 \nL 609.370689 62.719773 \nL 609.57919 60.738118 \nL 610.065692 57.352219 \nL 610.204692 57.315032 \nL 610.343693 56.980484 \nL 610.760694 61.346863 \nL 611.038695 62.77509 \nL 611.108196 62.731188 \nL 611.247196 62.323461 \nL 611.733698 58.430569 \nL 612.011699 59.717219 \nL 612.567701 67.428792 \nL 612.706702 67.885489 \nL 612.776202 67.676822 \nL 612.845702 67.727981 \nL 612.984703 68.719651 \nL 613.262704 71.077838 \nL 613.749206 67.084366 \nL 613.888206 66.997932 \nL 614.305208 68.517819 \nL 614.652709 70.081753 \nL 614.79171 70.095375 \nL 615.139211 69.176656 \nL 615.278211 69.168797 \nL 615.417212 68.947595 \nL 615.486712 69.092341 \nL 615.695213 66.848096 \nL 616.042714 63.747704 \nL 616.251215 62.723477 \nL 616.668217 59.101788 \nL 616.807217 59.73336 \nL 616.876717 59.524442 \nL 616.946218 59.524738 \nL 617.154719 58.49135 \nL 617.363219 58.713453 \nL 617.43272 58.410957 \nL 618.336223 48.670053 \nL 618.405723 48.594586 \nL 618.892225 50.167843 \nL 619.517727 46.633207 \nL 620.28223 37.692716 \nL 620.490731 38.4588 \nL 620.838232 39.14563 \nL 621.046733 38.529522 \nL 621.116234 38.492273 \nL 621.463735 40.101227 \nL 621.602735 39.641711 \nL 622.019737 43.765611 \nL 622.089237 43.933844 \nL 622.436739 46.043433 \nL 622.85374 49.488454 \nL 623.201241 53.047004 \nL 623.409742 53.620132 \nL 623.479242 53.483009 \nL 623.826744 50.445468 \nL 623.896244 50.326669 \nL 624.035245 50.690817 \nL 624.104745 50.542922 \nL 624.174245 50.647307 \nL 624.313246 50.681635 \nL 624.660747 51.654345 \nL 624.938748 50.783854 \nL 625.49475 47.527444 \nL 625.633751 48.890269 \nL 625.842251 50.899784 \nL 625.911752 50.823064 \nL 626.189753 49.235199 \nL 626.328753 49.142117 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635.572288 55.815308 \nL 635.641789 55.616617 \nL 635.711289 55.788928 \nL 635.98929 59.897786 \nL 636.336791 64.915564 \nL 636.614792 66.407444 \nL 636.684293 66.161297 \nL 636.892793 65.726473 \nL 637.101294 64.393543 \nL 637.170794 64.188759 \nL 637.240295 64.296003 \nL 637.726797 66.70983 \nL 637.865797 66.608526 \nL 638.074298 67.733377 \nL 638.143798 67.686077 \nL 638.769301 64.352568 \nL 638.838801 64.54712 \nL 638.977801 64.224171 \nL 639.116802 64.499868 \nL 639.186302 64.607052 \nL 639.325303 63.95226 \nL 639.394803 64.168479 \nL 639.603304 65.481132 \nL 640.645808 73.994763 \nL 640.715308 74.047845 \nL 640.993309 72.572638 \nL 641.062809 72.591486 \nL 641.34081 71.625974 \nL 641.618811 72.870772 \nL 641.688312 72.846261 \nL 641.757812 72.691189 \nL 641.827312 72.774198 \nL 642.035813 73.346427 \nL 642.105313 73.34536 \nL 642.313814 71.960293 \nL 642.591815 66.683762 \nL 643.425818 49.860829 \nL 643.84282 47.949015 \nL 643.98182 48.396643 \nL 644.259821 51.540964 \nL 644.607323 55.47573 \nL 644.746323 54.952397 \nL 645.093825 52.120631 \nL 645.232825 51.640292 \nL 645.371826 52.781118 \nL 645.719327 57.781436 \nL 646.136328 57.18619 \nL 646.205829 57.350242 \nL 646.48383 57.92996 \nL 646.55333 57.859897 \nL 646.62283 57.624615 \nL 646.900831 58.716389 \nL 646.970332 58.491791 \nL 647.387333 55.283618 \nL 647.595834 54.808951 \nL 647.665334 54.817365 \nL 647.873835 55.793693 \nL 648.151836 58.118668 \nL 648.638338 63.048664 \nL 648.777338 62.888031 \nL 649.12484 60.406335 \nL 649.402841 58.228725 \nL 649.680842 62.2978 \nL 649.889343 62.794299 \nL 650.028343 62.637457 \nL 650.167344 62.899463 \nL 650.514845 61.758938 \nL 650.584345 61.751317 \nL 650.792846 61.365699 \nL 651.001347 61.913347 \nL 651.070847 61.888862 \nL 651.209848 62.747408 \nL 651.83535 72.640872 \nL 652.599853 83.762169 \nL 653.016855 85.791843 \nL 653.086355 85.770012 \nL 653.642357 80.409064 \nL 653.711857 80.247717 \nL 654.059359 80.898981 \nL 654.754361 88.020461 \nL 654.962862 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690.338496 52.333365 \nL 690.407996 52.402628 \nL 690.755498 51.791323 \nL 691.033499 53.437892 \nL 691.242 54.992093 \nL 691.4505 54.917761 \nL 691.659001 56.607871 \nL 691.728501 56.420197 \nL 691.798002 56.518692 \nL 691.937002 57.119103 \nL 692.006502 57.058923 \nL 692.076003 57.209742 \nL 692.284504 58.226658 \nL 692.423504 57.662942 \nL 692.562505 56.339846 \nL 692.632005 56.461302 \nL 692.771005 55.699705 \nL 692.840506 55.795176 \nL 693.049006 58.310022 \nL 693.257507 61.118476 \nL 693.605009 62.36108 \nL 693.88301 61.275182 \nL 694.578012 67.775003 \nL 694.647513 67.971677 \nL 694.925514 67.029488 \nL 694.995014 67.068606 \nL 695.064514 66.977518 \nL 695.203515 66.122421 \nL 695.342515 67.823564 \nL 695.968018 79.934083 \nL 696.66302 86.560475 \nL 696.73252 87.008697 \nL 697.080022 85.664088 \nL 697.149522 85.705093 \nL 697.358023 83.625963 \nL 697.636024 80.925084 \nL 697.775024 80.344815 \nL 697.844525 80.590282 \nL 698.192026 81.525538 \nL 698.261526 81.610524 \nL 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59.192362 \nL 625.42525 60.710183 \nL 625.772751 63.014124 \nL 625.911752 63.797786 \nL 626.398254 66.124961 \nL 626.467754 65.989617 \nL 627.023756 62.898979 \nL 627.093256 62.980725 \nL 627.162756 62.980725 \nL 627.440758 61.937573 \nL 627.649258 61.337254 \nL 627.718759 61.400964 \nL 627.788259 61.270153 \nL 627.927259 61.905323 \nL 628.06626 63.205072 \nL 628.13576 63.171569 \nL 628.20526 63.118134 \nL 628.274761 63.280702 \nL 629.317265 70.088237 \nL 629.456265 69.87961 \nL 629.595266 70.285022 \nL 629.734266 70.779932 \nL 629.803766 70.639863 \nL 629.873267 70.674425 \nL 629.942767 70.674425 \nL 630.151268 69.973922 \nL 630.429269 71.489946 \nL 630.498769 71.509719 \nL 630.70727 72.148777 \nL 631.124272 70.599363 \nL 631.193772 70.471493 \nL 631.263272 70.68324 \nL 631.332772 70.544943 \nL 631.402273 70.072491 \nL 631.471773 70.194204 \nL 631.541273 70.129482 \nL 631.610773 69.844315 \nL 631.680274 69.866916 \nL 631.958275 71.253096 \nL 632.027775 71.118259 \nL 632.097275 70.661685 \nL 632.514277 64.921266 \nL 632.722778 64.589749 \nL 632.931278 65.708932 \nL 633.27878 69.46795 \nL 633.34828 69.427915 \nL 633.48728 68.966443 \nL 633.695781 67.482656 \nL 634.529784 59.958721 \nL 635.016286 61.359555 \nL 635.155287 60.675207 \nL 635.433288 59.325639 \nL 635.502788 59.325639 \nL 635.641789 60.199883 \nL 635.711289 60.184942 \nL 635.91979 60.20277 \nL 635.98929 60.330812 \nL 636.614792 65.366065 \nL 636.962294 70.18498 \nL 637.031794 70.256224 \nL 637.309795 72.984821 \nL 637.796297 76.375789 \nL 637.865797 76.325629 \nL 638.143798 75.340037 \nL 638.213298 75.312326 \nL 638.5608 77.442849 \nL 639.325303 83.713764 \nL 639.672804 85.950324 \nL 639.742304 85.913575 \nL 640.228806 79.888361 \nL 640.715308 73.673261 \nL 640.784808 73.625584 \nL 640.993309 74.577155 \nL 641.062809 74.577155 \nL 641.132309 74.763539 \nL 641.20181 74.669255 \nL 641.410311 73.00312 \nL 641.479811 72.905431 \nL 641.549311 73.046074 \nL 641.966313 75.116742 \nL 642.035813 74.940543 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652.460852 54.487374 \nL 652.599853 54.440315 \nL 652.738854 52.693265 \nL 653.086355 47.013139 \nL 653.572857 44.875263 \nL 653.642357 44.984888 \nL 653.781357 46.755792 \nL 654.40686 57.650196 \nL 654.54586 57.921687 \nL 655.032362 55.011019 \nL 655.240863 52.432867 \nL 655.866365 43.038085 \nL 656.144366 42.148028 \nL 656.213867 42.304998 \nL 656.352867 43.876172 \nL 656.422367 43.867244 \nL 656.491868 43.890932 \nL 656.561368 43.766222 \nL 656.630868 44.084014 \nL 656.97837 47.128077 \nL 657.395371 50.190045 \nL 657.464871 50.067868 \nL 657.534372 50.150619 \nL 657.603872 50.10977 \nL 657.673372 49.788467 \nL 657.742872 49.981167 \nL 657.881873 49.769146 \nL 658.020874 50.287559 \nL 658.229374 50.012363 \nL 658.368375 49.698454 \nL 658.576876 51.196299 \nL 658.854877 53.268492 \nL 658.924377 53.408225 \nL 658.993877 53.271685 \nL 659.341379 49.35273 \nL 659.75838 43.784196 \nL 659.82788 43.603449 \nL 660.036381 44.158121 \nL 660.244882 45.457652 \nL 661.426386 60.037359 \nL 661.495887 60.487357 \nL 661.565387 60.458451 \nL 661.843388 61.068398 \nL 662.051889 59.790184 \nL 662.538391 53.98756 \nL 662.607891 54.03874 \nL 662.677391 54.021953 \nL 662.885892 53.30986 \nL 662.955392 53.390218 \nL 663.094393 53.311888 \nL 663.233393 54.004728 \nL 663.997896 62.02025 \nL 664.206397 63.252278 \nL 664.414898 62.759584 \nL 664.484398 62.885755 \nL 664.623399 63.570112 \nL 664.692899 63.53617 \nL 664.9014 62.774041 \nL 665.0404 62.300779 \nL 665.1099 62.333616 \nL 665.318401 62.287663 \nL 665.387902 62.303438 \nL 665.457402 62.164016 \nL 666.291405 56.77317 \nL 666.360905 56.80912 \nL 666.569406 58.052384 \nL 667.194908 63.959425 \nL 667.264409 64.183913 \nL 667.403409 63.718288 \nL 668.376413 53.290967 \nL 668.515413 52.387278 \nL 668.584914 52.5423 \nL 668.723914 53.287299 \nL 668.862915 53.329539 \nL 669.140916 51.802718 \nL 669.210416 51.847286 \nL 669.418917 54.718381 \nL 669.766418 59.870684 \nL 670.044419 63.478789 \nL 670.39192 68.685245 \nL 670.669922 71.998643 \nL 670.808922 72.74439 \nL 670.878422 72.675328 \nL 670.947923 73.099588 \nL 671.017423 72.945684 \nL 671.156423 72.984207 \nL 671.225924 72.88934 \nL 671.503925 70.628585 \nL 671.920926 65.632398 \nL 671.990427 65.531153 \nL 672.337928 62.451608 \nL 672.407428 62.257779 \nL 673.032931 56.256278 \nL 673.310932 53.163978 \nL 673.588933 52.003466 \nL 673.658433 52.006018 \nL 673.866934 50.391931 \nL 674.283935 45.223559 \nL 674.631437 40.633582 \nL 674.978938 39.342652 \nL 675.117938 39.730816 \nL 675.256939 40.584563 \nL 675.326439 40.544723 \nL 675.53494 40.169811 \nL 675.60444 40.408802 \nL 675.673941 40.294706 \nL 676.021442 40.80896 \nL 676.299443 43.742805 \nL 676.577444 47.130134 \nL 676.716444 46.601692 \nL 676.994446 42.290606 \nL 677.480947 33.078361 \nL 677.619948 32.619689 \nL 677.758948 31.265851 \nL 677.828449 31.273542 \nL 677.897949 31.313712 \nL 678.10645 31.900917 \nL 678.17595 31.958835 \nL 678.384451 31.100238 \nL 679.009953 27.451204 \nL 679.148954 27.391719 \nL 679.426955 28.635226 \nL 679.565955 28.274041 \nL 679.843956 27.699651 \nL 679.982957 28.426269 \nL 680.191458 29.394882 \nL 680.330458 28.859519 \nL 680.469459 30.054427 \nL 680.74746 32.472249 \nL 680.88646 33.828389 \nL 681.581463 47.550996 \nL 681.720463 48.718606 \nL 681.789964 48.736013 \nL 681.928964 48.464866 \nL 682.137465 49.341499 \nL 682.276466 48.889989 \nL 682.484966 46.412292 \nL 682.693467 44.623005 \nL 682.762967 44.623005 \nL 683.040968 46.62362 \nL 683.52747 56.587597 \nL 683.944472 65.951375 \nL 684.291973 71.341933 \nL 684.430974 71.633089 \nL 684.847975 71.402148 \nL 684.986976 71.614422 \nL 685.056476 71.604332 \nL 685.264977 70.943916 \nL 685.334477 71.157785 \nL 685.403977 71.025123 \nL 685.473478 70.942896 \nL 686.16848 67.664237 \nL 686.446481 67.197388 \nL 686.863483 70.097266 \nL 687.071984 70.295891 \nL 687.210984 69.288359 \nL 687.280485 69.503704 \nL 687.488985 70.361574 \nL 687.558486 70.364039 \nL 687.627986 69.951411 \nL 687.697486 69.997391 \nL 687.766986 70.208478 \nL 688.322989 74.547634 \nL 688.531489 75.100233 \nL 689.156992 71.369176 \nL 689.782494 65.452317 \nL 689.921495 65.039045 \nL 690.338496 66.48716 \nL 690.755498 73.236346 \nL 690.963999 77.349942 \nL 691.102999 77.787671 \nL 691.589501 68.719453 \nL 691.937002 63.647928 \nL 692.006502 63.905081 \nL 692.423504 67.945406 \nL 692.632005 68.566728 \nL 692.771005 68.597465 \nL 692.840506 68.678226 \nL 693.049006 69.273851 \nL 693.188007 69.180322 \nL 693.396508 68.054997 \nL 693.88301 63.538448 \nL 694.09151 65.066854 \nL 694.161011 65.013562 \nL 694.439012 65.994765 \nL 694.508512 65.842063 \nL 694.856013 63.16716 \nL 695.481516 53.906474 \nL 695.620516 53.446931 \nL 695.829017 54.281701 \nL 696.66302 62.222294 \nL 696.941021 60.611735 \nL 697.010521 60.882966 \nL 697.358023 59.097537 \nL 697.636024 57.040228 \nL 697.983525 53.916484 \nL 698.261526 53.422988 \nL 698.331026 53.471903 \nL 698.400527 53.506698 \nL 698.470027 53.363808 \nL 698.748028 52.078279 \nL 698.817528 51.953707 \nL 699.095529 50.259056 \nL 699.30403 50.178635 \nL 699.443031 50.566486 \nL 699.721032 52.149821 \nL 699.790532 52.322555 \nL 699.929533 51.565477 \nL 699.999033 51.741914 \nL 700.138033 52.685537 \nL 700.277034 53.257339 \nL 700.346534 52.934242 \nL 700.416034 53.05059 \nL 700.555035 53.435792 \nL 700.763536 54.441295 \nL 701.041537 53.605158 \nL 701.111037 53.643885 \nL 701.319538 54.135531 \nL 701.528039 54.02148 \nL 701.736539 53.095057 \nL 701.87554 54.022493 \nL 702.153541 57.309661 \nL 702.223041 57.309661 \nL 702.779043 50.725863 \nL 703.126545 46.810797 \nL 703.265545 45.984651 \nL 703.474046 46.7158 \nL 703.543546 46.493893 \nL 703.682547 46.855353 \nL 703.821547 46.186912 \nL 704.030048 45.168415 \nL 704.238549 46.526833 \nL 704.864051 57.868359 \nL 704.933552 57.780107 \nL 705.003052 57.957492 \nL 705.281053 57.046297 \nL 705.559054 58.215669 \nL 705.698054 59.083317 \nL 707.018559 73.667373 \nL 707.08806 73.64508 \nL 707.505061 70.993917 \nL 707.574562 71.054385 \nL 707.644062 71.057051 \nL 708.061063 74.991587 \nL 708.547565 73.49872 \nL 708.617066 73.668501 \nL 709.034067 76.06867 \nL 709.173068 76.689009 \nL 709.520569 80.279578 \nL 709.72907 84.409036 \nL 710.146071 91.734969 \nL 710.424072 93.047696 \nL 710.632573 92.930567 \nL 710.980074 89.994454 \nL 711.675077 85.669905 \nL 711.814078 85.15801 \nL 712.092079 83.112096 \nL 712.161579 82.890203 \nL 712.50908 79.852202 \nL 712.648081 79.187431 \nL 712.856582 77.75517 \nL 712.995582 78.161621 \nL 713.204083 78.79075 \nL 713.343083 78.030948 \nL 713.690585 74.352499 \nL 713.968586 74.61956 \nL 714.316087 72.771805 \nL 715.08059 62.358172 \nL 715.15009 62.559261 \nL 715.428091 64.871045 \nL 715.497592 64.754564 \nL 715.775593 66.020342 \nL 716.123094 69.142369 \nL 716.957097 75.715055 \nL 717.165598 77.84628 \nL 717.304598 77.617824 \nL 717.513099 77.932397 \nL 717.860601 80.322228 \nL 718.069101 81.339344 \nL 718.208102 81.955119 \nL 718.347102 82.802145 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46.751644 \nL 532.989899 46.760033 \nL 533.059399 46.890715 \nL 533.1984 47.695686 \nL 533.476401 51.981359 \nL 533.545901 51.620822 \nL 533.893403 49.66386 \nL 533.962903 49.41403 \nL 534.588405 42.527259 \nL 534.657906 42.109627 \nL 534.727406 42.152328 \nL 535.213908 48.127617 \nL 536.047911 62.852725 \nL 536.256412 64.210255 \nL 536.395412 63.924782 \nL 536.534413 64.890733 \nL 537.298916 72.989665 \nL 537.576917 71.953904 \nL 537.854918 70.889666 \nL 537.924418 71.082864 \nL 538.202419 72.697798 \nL 538.341419 71.916355 \nL 538.688921 69.243729 \nL 538.758421 69.12805 \nL 538.827921 69.229492 \nL 539.175423 71.937884 \nL 539.383923 72.853143 \nL 539.522924 72.90743 \nL 539.592424 72.659985 \nL 540.009426 69.277422 \nL 540.217927 67.778089 \nL 540.495928 64.567481 \nL 540.912929 59.3672 \nL 540.982429 59.3672 \nL 541.19093 60.5201 \nL 541.955433 66.988569 \nL 542.163934 66.843307 \nL 542.302935 66.926942 \nL 542.372435 67.129187 \nL 542.511435 66.348699 \nL 542.650436 64.666831 \nL 542.928437 61.231497 \nL 543.136938 60.154419 \nL 543.345438 59.010969 \nL 543.553939 58.237397 \nL 543.62344 58.253963 \nL 543.69294 58.197009 \nL 543.76244 58.568257 \nL 544.040441 61.221794 \nL 544.179442 61.493447 \nL 544.874444 67.234615 \nL 544.943945 67.128103 \nL 545.082945 67.561028 \nL 545.221946 66.899611 \nL 545.291446 67.151507 \nL 545.430446 67.639677 \nL 545.638947 67.29558 \nL 545.708447 67.348811 \nL 546.055949 69.347484 \nL 546.542451 71.907468 \nL 546.681451 71.427431 \nL 546.750951 71.62006 \nL 546.820452 71.496225 \nL 546.959452 71.286104 \nL 547.376454 70.533028 \nL 547.515454 71.30297 \nL 547.932456 76.003253 \nL 548.557958 85.663073 \nL 548.766459 88.325306 \nL 548.90546 87.643959 \nL 548.97496 87.807186 \nL 549.252961 89.103983 \nL 549.322461 89.076233 \nL 549.530962 87.284249 \nL 549.947964 82.367384 \nL 550.225965 81.109141 \nL 550.295465 80.757857 \nL 550.364965 80.887082 \nL 550.503966 81.217085 \nL 550.573466 81.197938 \nL 550.712466 80.703019 \nL 551.198968 86.410929 \nL 551.268469 86.339964 \nL 551.337969 86.393017 \nL 551.54647 87.551178 \nL 551.75497 86.729213 \nL 551.824471 87.250549 \nL 551.893971 87.092711 \nL 552.171972 86.556287 \nL 552.310972 85.355913 \nL 552.658474 82.133839 \nL 552.727974 81.843186 \nL 552.797474 82.052977 \nL 552.866975 81.948215 \nL 552.936475 81.787484 \nL 553.144976 79.937064 \nL 553.561977 81.943491 \nL 553.770478 81.455139 \nL 553.839978 81.464284 \nL 553.909479 81.648009 \nL 554.048479 81.1923 \nL 554.117979 81.31911 \nL 554.39598 79.899813 \nL 554.882482 77.82437 \nL 555.160483 78.026575 \nL 555.368984 76.737071 \nL 555.577485 75.235834 \nL 555.924986 70.569678 \nL 555.994486 70.369125 \nL 556.89799 62.304168 \nL 557.175991 59.208156 \nL 557.384492 58.407938 \nL 557.523492 58.162715 \nL 557.592993 57.874616 \nL 557.940494 54.900742 \nL 558.218495 54.296545 \nL 558.704997 56.542757 \nL 558.774497 56.355156 \nL 558.913498 55.748133 \nL 560.373003 46.541407 \nL 560.442503 46.541407 \nL 560.859505 48.417503 \nL 560.929005 48.175354 \nL 561.137506 47.884079 \nL 561.485007 49.247255 \nL 561.693508 50.567004 \nL 561.763008 50.674201 \nL 561.902009 50.19379 \nL 561.971509 49.821821 \nL 562.041009 50.008469 \nL 562.18001 50.99976 \nL 562.24951 50.890856 \nL 562.31901 50.94894 \nL 562.458011 49.95536 \nL 562.597012 50.007855 \nL 562.736012 50.841468 \nL 563.153014 54.397864 \nL 563.292014 54.354485 \nL 563.570015 52.913028 \nL 563.778516 50.424133 \nL 564.056517 45.32164 \nL 564.334518 39.184151 \nL 564.473519 38.507159 \nL 564.543019 38.423046 \nL 564.682019 39.185877 \nL 564.82102 39.955138 \nL 564.96002 39.497506 \nL 565.029521 39.622703 \nL 565.307522 42.424134 \nL 565.655023 45.966126 \nL 566.002524 45.297011 \nL 566.141525 45.586815 \nL 566.211025 45.454749 \nL 566.350026 45.889398 \nL 566.558527 45.289788 \nL 566.628027 45.391315 \nL 566.767027 44.617558 \nL 566.975528 46.949094 \nL 567.46203 53.039429 \nL 567.60103 53.115821 \nL 568.087532 50.00593 \nL 568.713035 40.924817 \nL 568.991036 42.595526 \nL 569.338537 45.0612 \nL 569.408037 44.981968 \nL 569.547038 45.775106 \nL 569.894539 48.816364 \nL 570.03354 48.694306 \nL 570.17254 49.10896 \nL 570.242041 48.854319 \nL 570.311541 48.883479 \nL 570.450541 48.76817 \nL 570.728542 47.329013 \nL 571.006543 44.566372 \nL 571.076044 44.658713 \nL 571.423545 47.307201 \nL 571.562546 47.998135 \nL 571.701546 47.182492 \nL 572.396549 50.879706 \nL 573.300052 60.360606 \nL 573.369552 60.592724 \nL 573.439053 60.478089 \nL 573.508553 60.476005 \nL 573.647553 60.169432 \nL 573.856054 57.88862 \nL 574.203556 53.367742 \nL 574.273056 53.118499 \nL 574.342556 53.283033 \nL 574.620557 54.599999 \nL 574.690057 54.675132 \nL 574.898558 55.488391 \nL 574.968058 55.461823 \nL 575.246059 54.29559 \nL 575.45456 51.218874 \nL 575.732561 47.686619 \nL 575.802062 47.448788 \nL 576.010562 48.924947 \nL 576.149563 48.754592 \nL 576.358064 48.63126 \nL 576.705565 50.708115 \nL 576.775065 50.600605 \nL 576.844566 50.702755 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585.532099 84.125415 \nL 585.671099 84.586796 \nL 585.740599 84.565328 \nL 585.9491 83.297912 \nL 586.366102 78.353967 \nL 586.435602 78.232714 \nL 586.644103 77.617056 \nL 586.713603 77.704479 \nL 586.852604 78.650336 \nL 587.200105 75.950855 \nL 587.408606 74.635028 \nL 587.547606 74.465044 \nL 587.617106 74.448456 \nL 587.895107 75.667957 \nL 588.173109 77.690588 \nL 588.381609 77.617807 \nL 588.729111 74.773922 \nL 588.868111 74.981333 \nL 589.007112 76.006285 \nL 589.076612 75.96703 \nL 589.285113 76.529717 \nL 589.424113 77.774815 \nL 589.841115 84.244409 \nL 589.980115 85.249754 \nL 590.466617 89.215286 \nL 591.022619 85.056867 \nL 592.204124 66.622365 \nL 592.412625 66.161894 \nL 592.551625 65.742309 \nL 592.690626 64.958366 \nL 593.038127 67.198602 \nL 593.80263 74.10483 \nL 594.567133 62.012325 \nL 595.609637 54.598455 \nL 595.957138 50.072178 \nL 596.44364 42.002346 \nL 596.58264 41.507648 \nL 596.721641 43.162101 \nL 596.930142 47.816125 \nL 597.416644 60.940583 \nL 597.625144 63.178532 \nL 597.694645 63.226517 \nL 597.972646 61.682794 \nL 598.181147 61.056795 \nL 598.320147 61.008412 \nL 598.389647 61.201349 \nL 598.598148 63.992558 \nL 598.876149 69.598166 \nL 599.362651 79.350455 \nL 599.640652 76.969673 \nL 599.779653 76.039302 \nL 600.335655 70.146604 \nL 600.961157 64.765287 \nL 601.100158 64.950592 \nL 601.517159 67.79211 \nL 601.65616 69.378534 \nL 602.142662 77.825872 \nL 602.420663 73.025573 \nL 602.837664 70.41039 \nL 603.115665 66.39657 \nL 603.393666 62.882688 \nL 603.810668 59.504604 \nL 603.880168 59.890686 \nL 604.227669 62.338919 \nL 604.29717 62.363063 \nL 604.43617 61.928096 \nL 604.505671 61.999706 \nL 604.575171 62.214768 \nL 604.644671 62.01978 \nL 604.922672 63.310563 \nL 605.061673 63.327733 \nL 605.339674 61.865625 \nL 605.409174 61.907001 \nL 605.548174 62.300727 \nL 605.687175 61.435804 \nL 605.895676 58.643282 \nL 606.173677 56.471522 \nL 606.382178 55.200627 \nL 606.451678 54.970308 \nL 606.521178 55.09306 \nL 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59.914056 \nL 662.885892 60.175282 \nL 662.955392 60.076953 \nL 663.024893 60.142815 \nL 663.094393 60.03078 \nL 663.302894 58.953481 \nL 663.511394 59.780653 \nL 663.580895 59.593878 \nL 663.650395 59.637283 \nL 663.789395 60.246643 \nL 663.997896 58.833537 \nL 664.623399 49.610295 \nL 665.0404 46.143736 \nL 665.179401 46.365229 \nL 665.248901 46.664596 \nL 665.596402 49.723341 \nL 666.708407 59.768734 \nL 666.986408 61.665973 \nL 667.055908 61.77689 \nL 667.194908 61.357226 \nL 667.264409 61.675835 \nL 667.54241 60.85685 \nL 667.61191 61.051797 \nL 668.098412 66.777501 \nL 668.167912 66.686794 \nL 668.237412 66.710161 \nL 668.654414 64.751011 \nL 668.793414 64.193942 \nL 668.862915 64.193942 \nL 668.932415 64.076716 \nL 669.349417 61.560648 \nL 669.488417 59.368206 \nL 669.835918 54.789479 \nL 670.044419 53.895496 \nL 670.113919 53.916774 \nL 670.32242 52.565287 \nL 670.39192 52.634094 \nL 671.364924 64.127014 \nL 671.434424 64.063316 \nL 671.642925 64.795843 \nL 671.781926 64.641125 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680.955961 68.883071 \nL 681.025461 69.025372 \nL 681.094961 69.213294 \nL 681.164461 69.159149 \nL 681.303462 67.705473 \nL 682.206965 52.249459 \nL 682.345966 51.494118 \nL 682.415466 51.623862 \nL 682.832468 57.15769 \nL 683.249469 64.865785 \nL 683.45797 66.348576 \nL 683.666471 69.02738 \nL 683.735971 68.900402 \nL 683.874972 68.752268 \nL 684.013972 67.823782 \nL 684.222473 66.136324 \nL 684.361473 66.022989 \nL 684.430974 65.942309 \nL 685.195477 58.483954 \nL 685.473478 54.59107 \nL 685.542978 54.389408 \nL 685.681978 55.437886 \nL 685.95998 57.748413 \nL 686.09898 57.662671 \nL 686.237981 57.22463 \nL 686.724482 54.604163 \nL 686.793983 54.541718 \nL 687.210984 51.570182 \nL 687.280485 51.589541 \nL 687.766986 53.4102 \nL 688.322989 62.489485 \nL 689.017991 54.035459 \nL 689.643494 56.288739 \nL 689.782494 56.020467 \nL 689.851994 55.740332 \nL 690.129995 51.45006 \nL 690.477497 47.597526 \nL 690.824998 45.202235 \nL 691.033499 44.057085 \nL 691.172499 44.277953 \nL 691.381 43.46976 \nL 691.659001 40.965235 \nL 691.728501 40.821775 \nL 691.867502 41.65794 \nL 692.006502 41.442639 \nL 692.423504 45.029949 \nL 692.910006 49.792641 \nL 693.118507 51.485643 \nL 693.466008 56.313785 \nL 693.88301 63.938421 \nL 693.95251 62.820769 \nL 694.508512 54.944482 \nL 694.856013 52.736465 \nL 694.925514 52.707172 \nL 695.134014 53.722093 \nL 695.342515 57.11292 \nL 695.620516 61.052458 \nL 696.246019 64.976482 \nL 696.315519 64.85416 \nL 696.59352 65.989601 \nL 696.66302 65.779719 \nL 696.941021 66.970771 \nL 697.080022 66.063164 \nL 697.566524 60.682089 \nL 697.636024 60.651749 \nL 697.844525 60.064859 \nL 697.914025 60.275641 \nL 698.122526 61.565514 \nL 698.192026 61.431394 \nL 698.331026 61.7034 \nL 698.470027 61.398237 \nL 698.609028 61.403557 \nL 698.678528 61.344287 \nL 698.817528 62.241018 \nL 698.887029 62.189834 \nL 699.026029 60.839234 \nL 699.23453 56.752597 \nL 699.443031 53.690634 \nL 699.929533 51.258676 \nL 699.999033 51.276136 \nL 700.068533 51.500223 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50.191067 \nL 720.710111 50.20195 \nL 720.779612 49.963597 \nL 720.918612 50.700681 \nL 721.266114 47.817412 \nL 721.474614 46.225762 \nL 721.613615 45.51443 \nL 721.683115 45.51443 \nL 722.030616 47.476617 \nL 722.100117 47.445954 \nL 722.308617 46.762621 \nL 722.656119 49.024787 \nL 723.351121 53.255774 \nL 723.490122 53.147703 \nL 723.698623 53.944 \nL 723.768123 53.803997 \nL 723.907124 53.192353 \nL 723.976624 53.207136 \nL 724.046124 53.421773 \nL 724.115624 53.240703 \nL 724.393625 50.161511 \nL 724.810627 45.978842 \nL 724.880127 45.836132 \nL 725.158128 47.085334 \nL 725.227629 46.960408 \nL 725.297129 46.890656 \nL 726.200632 50.00877 \nL 726.339633 49.722099 \nL 726.548134 47.142502 \nL 726.756634 46.000679 \nL 727.104136 43.919632 \nL 727.590638 40.280142 \nL 727.660138 40.341096 \nL 727.729638 40.172153 \nL 727.868639 39.427228 \nL 728.077139 40.438747 \nL 728.424641 44.879839 \nL 728.772142 49.108772 \nL 729.050143 52.245581 \nL 729.467145 52.982129 \nL 729.536645 52.830859 \nL 729.745146 54.439984 \nL 730.231648 59.435533 \nL 730.370648 60.60862 \nL 730.579149 62.556457 \nL 730.718149 61.861674 \nL 730.99615 58.343812 \nL 731.413152 51.881828 \nL 731.552153 50.865606 \nL 731.621653 51.093264 \nL 731.899654 54.688927 \nL 732.177655 57.15501 \nL 732.316655 58.044191 \nL 733.42866 68.657574 \nL 733.63716 70.055463 \nL 733.845661 71.674297 \nL 733.984662 72.356638 \nL 734.193163 72.173067 \nL 734.471164 73.80137 \nL 735.096666 79.202479 \nL 735.235667 80.351395 \nL 735.583168 84.541664 \nL 735.791669 82.581757 \nL 735.861169 82.672398 \nL 736.000169 81.808259 \nL 736.347671 78.268093 \nL 736.417171 78.571132 \nL 737.320674 87.522891 \nL 737.459675 87.964889 \nL 737.529175 87.742317 \nL 737.598675 87.865241 \nL 737.946177 89.635378 \nL 738.015677 89.606332 \nL 738.224178 88.234965 \nL 738.71068 83.778126 \nL 739.127681 83.415197 \nL 739.197182 83.475067 \nL 739.405682 85.505355 \nL 740.031185 91.452822 \nL 740.100685 91.726061 \nL 740.378686 89.470117 \nL 740.587187 90.308781 \nL 740.726187 90.987846 \nL 740.865188 90.362645 \nL 741.004188 90.39972 \nL 741.143189 90.195623 \nL 741.629691 96.229043 \nL 741.838192 96.776197 \nL 742.046692 95.834515 \nL 742.255193 94.848526 \nL 742.394194 94.875882 \nL 742.602694 95.166497 \nL 742.672195 94.993696 \nL 742.741695 95.114306 \nL 742.811195 94.981867 \nL 743.019696 92.881408 \nL 743.436698 89.218977 \nL 743.645198 88.010765 \nL 744.340201 83.260536 \nL 744.409701 83.23521 \nL 744.548702 83.456121 \nL 745.035204 86.586351 \nL 745.174204 85.994452 \nL 745.313205 85.297481 \nL 745.382705 85.375848 \nL 745.452205 85.663385 \nL 745.799707 84.108351 \nL 746.286208 79.469618 \nL 746.70321 75.474658 \nL 746.77271 75.794628 \nL 746.842211 75.603588 \nL 747.050711 75.061969 \nL 747.259212 74.741466 \nL 747.537213 77.68514 \nL 747.676214 78.753999 \nL 747.884714 78.404707 \nL 747.954215 78.496692 \nL 748.162716 77.77534 \nL 748.301716 77.739069 \nL 748.371216 77.86794 \nL 748.510217 79.311438 \nL 749.20522 87.508021 \nL 749.41372 88.368164 \nL 749.483221 88.368164 \nL 749.761222 85.931508 \nL 750.178223 80.353122 \nL 750.386724 79.907632 \nL 750.456224 79.976199 \nL 750.803726 78.621649 \nL 751.012226 80.008151 \nL 751.081727 79.945854 \nL 751.220727 79.648586 \nL 751.498728 76.224011 \nL 751.98523 69.492764 \nL 752.05473 69.220086 \nL 752.124231 69.341093 \nL 752.263231 69.356394 \nL 752.680233 67.236581 \nL 752.819233 67.400478 \nL 753.027734 66.054982 \nL 753.653236 59.308439 \nL 753.792237 58.662962 \nL 753.861737 58.70914 \nL 754.000738 59.099793 \nL 754.139738 58.164333 \nL 754.55674 55.095588 \nL 754.62624 55.064931 \nL 754.765241 56.033561 \nL 754.973741 56.982165 \nL 755.043242 56.982165 \nL 755.182242 56.458113 \nL 755.460243 54.530312 \nL 755.529744 54.476279 \nL 755.668744 55.784878 \nL 755.946745 57.851299 \nL 756.294246 59.864748 \nL 757.406251 72.131228 \nL 757.823252 74.532232 \nL 758.101253 72.363617 \nL 758.170754 72.486654 \nL 758.448755 73.564448 \nL 758.587755 73.175265 \nL 759.004757 74.700185 \nL 759.074257 74.61879 \nL 759.421758 71.532791 \nL 759.630259 71.756592 \nL 759.76926 71.330154 \nL 759.83876 71.677087 \nL 759.90826 71.526631 \nL 760.394762 69.279804 \nL 760.950764 65.813847 \nL 761.089765 66.324622 \nL 761.645767 70.895941 \nL 761.715267 71.00061 \nL 761.993268 70.571171 \nL 762.201769 73.202149 \nL 762.340769 74.756175 \nL 762.47977 73.565219 \nL 763.244273 61.76423 \nL 763.383273 62.147909 \nL 763.522274 61.707395 \nL 763.730775 63.262061 \nL 764.634278 75.24948 \nL 764.773279 75.241409 \nL 764.912279 74.825329 \nL 765.05128 75.03211 \nL 765.12078 75.37999 \nL 765.19028 75.327097 \nL 765.25978 75.036267 \nL 765.607282 68.919519 \nL 765.885283 64.049675 \nL 765.954783 63.850544 \nL 766.163284 65.255181 \nL 766.927787 76.049073 \nL 767.553289 79.460634 \nL 767.90079 80.836839 \nL 767.970291 80.885845 \nL 768.039791 80.794904 \nL 768.804294 73.392038 \nL 768.943294 72.921292 \nL 769.151795 74.4256 \nL 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177.214159 \nL 625.56425 176.429842 \nL 625.633751 176.317824 \nL 625.911752 174.454515 \nL 625.981252 174.460259 \nL 626.189753 175.693983 \nL 626.467754 178.956386 \nL 626.745755 181.512763 \nL 626.954256 182.432168 \nL 627.162756 181.971192 \nL 627.371257 182.188633 \nL 627.788259 179.946092 \nL 627.857759 180.0668 \nL 627.99676 180.450275 \nL 628.13576 180.706918 \nL 628.20526 180.642353 \nL 628.413761 180.136889 \nL 628.483261 180.087348 \nL 628.830763 176.901422 \nL 629.039264 175.171174 \nL 629.178264 175.407802 \nL 629.247764 175.394002 \nL 629.525765 177.523634 \nL 629.942767 184.516292 \nL 630.012267 184.115398 \nL 630.151268 183.816958 \nL 630.220768 184.145877 \nL 630.63777 182.914293 \nL 630.84627 183.911884 \nL 630.915771 183.709324 \nL 631.054771 183.435211 \nL 631.263272 182.106027 \nL 631.332772 182.221983 \nL 631.471773 182.4314 \nL 631.541273 182.887586 \nL 631.610773 182.623006 \nL 631.819274 183.275955 \nL 631.888774 183.469773 \nL 632.027775 182.895338 \nL 632.097275 182.92863 \nL 632.375276 186.027642 \nL 632.722778 189.491463 \nL 632.931278 188.131099 \nL 633.209279 186.105763 \nL 633.27878 186.032111 \nL 633.41778 186.308272 \nL 633.626281 187.311498 \nL 634.251783 183.338434 \nL 634.321284 183.438403 \nL 634.460284 184.057031 \nL 634.738285 182.822123 \nL 635.085787 183.801221 \nL 635.155287 183.534652 \nL 635.224787 183.549315 \nL 635.641789 182.123989 \nL 635.780789 182.469983 \nL 635.91979 183.307158 \nL 635.98929 183.92985 \nL 636.05879 183.821889 \nL 636.267291 184.762875 \nL 636.336791 185.453987 \nL 636.406292 185.417301 \nL 636.475792 185.567266 \nL 636.614792 186.901898 \nL 636.962294 190.516779 \nL 637.101294 191.108252 \nL 637.170794 191.325088 \nL 637.240295 191.066006 \nL 637.309795 191.215612 \nL 637.448795 191.896479 \nL 637.935297 195.306273 \nL 638.004798 195.164314 \nL 638.213298 194.365785 \nL 638.491299 192.150099 \nL 638.6998 191.300762 \nL 638.908301 192.400204 \nL 638.977801 192.317492 \nL 639.116802 192.760867 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181.028029 \nL 650.445345 186.072423 \nL 651.001347 190.17143 \nL 651.487849 196.730711 \nL 652.530353 209.035607 \nL 652.738854 209.646727 \nL 653.155855 207.175411 \nL 653.225355 207.225062 \nL 653.572857 210.193308 \nL 653.781357 211.332455 \nL 653.850858 210.918282 \nL 654.128859 209.420567 \nL 654.198359 209.521721 \nL 654.267859 209.268713 \nL 654.962862 202.958053 \nL 655.518864 208.411926 \nL 655.866365 213.672023 \nL 656.283367 215.669327 \nL 656.352867 215.354385 \nL 657.534372 199.836751 \nL 657.673372 199.102399 \nL 658.090374 196.223594 \nL 658.646376 189.994843 \nL 658.993877 188.555992 \nL 659.063378 188.693275 \nL 659.202378 189.42843 \nL 659.271878 189.552153 \nL 659.68888 191.470313 \nL 659.966881 192.475023 \nL 660.105881 192.889818 \nL 660.244882 192.867862 \nL 660.522883 193.473951 \nL 660.661884 193.166739 \nL 660.731384 193.219129 \nL 660.939885 194.649293 \nL 661.009385 194.464604 \nL 661.148385 194.68169 \nL 661.217886 194.635422 \nL 661.356886 194.969746 \nL 661.495887 194.61496 \nL 662.26039 187.185178 \nL 662.39939 187.365008 \nL 662.46889 187.658014 \nL 662.538391 187.59095 \nL 662.677391 187.169965 \nL 662.746891 187.352332 \nL 663.511394 194.075905 \nL 663.580895 194.294338 \nL 663.789395 193.679496 \nL 663.858896 193.737399 \nL 664.136897 196.587092 \nL 664.484398 199.776284 \nL 664.692899 200.399665 \nL 664.9014 199.909754 \nL 665.387902 196.454982 \nL 665.526902 196.341888 \nL 666.013404 192.361847 \nL 666.152404 192.409404 \nL 666.360905 192.962265 \nL 666.499906 192.904484 \nL 666.569406 192.999305 \nL 667.055908 189.603552 \nL 667.125408 189.627046 \nL 667.264409 190.550377 \nL 667.61191 196.515498 \nL 667.889911 201.865434 \nL 668.028912 202.37285 \nL 668.098412 202.289841 \nL 668.376413 201.24454 \nL 668.445913 201.416123 \nL 668.584914 200.067774 \nL 668.862915 196.999676 \nL 669.071415 198.544399 \nL 669.210416 198.298206 \nL 669.488417 199.351905 \nL 669.696918 199.347544 \nL 669.905419 198.481018 \nL 670.25292 194.590895 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178.94731 \nL 680.469459 180.378676 \nL 680.608459 180.201349 \nL 681.025461 178.840866 \nL 681.094961 179.020822 \nL 681.164461 178.91474 \nL 681.303462 179.058838 \nL 681.998465 172.943636 \nL 682.484966 165.688679 \nL 682.762967 163.549471 \nL 683.040968 166.218229 \nL 683.805471 181.143721 \nL 683.874972 180.98167 \nL 684.013972 178.981014 \nL 684.986976 159.466896 \nL 685.125976 158.437688 \nL 685.264977 159.62325 \nL 685.890479 167.137303 \nL 686.02948 168.209356 \nL 686.09898 168.16788 \nL 686.307481 167.928757 \nL 686.724482 166.195735 \nL 686.863483 166.407963 \nL 686.932983 166.216059 \nL 687.210984 167.365542 \nL 687.280485 167.441005 \nL 687.766986 169.600999 \nL 687.905987 169.54179 \nL 688.253488 167.937962 \nL 688.322989 167.937962 \nL 688.67049 170.907164 \nL 688.878991 171.257032 \nL 688.948491 171.154286 \nL 689.156992 171.964145 \nL 689.295992 172.909222 \nL 689.643494 177.428964 \nL 690.199496 180.828068 \nL 690.268996 180.816939 \nL 690.407996 181.474652 \nL 690.477497 181.321928 \nL 690.616497 181.202501 \nL 690.894498 182.878251 \nL 691.102999 184.339016 \nL 691.172499 184.375377 \nL 691.3115 184.592764 \nL 691.381 184.527309 \nL 691.659001 183.422044 \nL 691.728501 183.5033 \nL 692.006502 185.893777 \nL 692.632005 195.857838 \nL 692.771005 195.772979 \nL 692.910006 194.743534 \nL 693.118507 190.788584 \nL 693.674509 178.052046 \nL 693.88301 176.499671 \nL 694.02201 177.002791 \nL 694.508512 181.709778 \nL 695.342515 196.046275 \nL 695.481516 196.722909 \nL 695.620516 196.390611 \nL 695.690016 196.453806 \nL 695.898517 197.106011 \nL 696.802021 207.129209 \nL 697.149522 210.453752 \nL 697.288523 210.860463 \nL 697.358023 210.639238 \nL 697.427523 210.934824 \nL 697.497023 210.891279 \nL 697.566524 211.013768 \nL 697.636024 210.817502 \nL 697.844525 208.081573 \nL 698.539527 198.958692 \nL 698.609028 198.800932 \nL 698.678528 198.917867 \nL 699.443031 204.982431 \nL 699.512531 204.597906 \nL 699.582031 204.472137 \nL 700.138033 199.811988 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174.660584 \nL 709.79857 175.632302 \nL 710.354572 182.638125 \nL 710.563073 185.296251 \nL 711.188575 175.675731 \nL 711.605577 173.585271 \nL 711.675077 173.552466 \nL 712.022578 170.304881 \nL 712.50908 162.933389 \nL 712.926082 157.537726 \nL 713.204083 154.689202 \nL 713.412584 154.479353 \nL 713.551584 155.07613 \nL 713.899086 157.927922 \nL 714.107586 158.507118 \nL 714.246587 158.230172 \nL 714.524588 159.943239 \nL 714.802589 162.759393 \nL 715.01109 165.082761 \nL 715.775593 176.317537 \nL 715.914593 177.63833 \nL 716.540096 188.361875 \nL 716.748596 191.034178 \nL 716.818097 191.586167 \nL 716.887597 191.270849 \nL 717.096098 191.092782 \nL 717.235098 191.867818 \nL 717.304598 191.787256 \nL 717.374099 191.465789 \nL 717.7911 186.984353 \nL 717.930101 186.718649 \nL 717.999601 187.159217 \nL 718.069101 187.05037 \nL 718.138602 186.850291 \nL 718.416603 185.212514 \nL 718.486103 185.176768 \nL 718.903105 187.234061 \nL 718.972605 187.163594 \nL 719.598107 180.923297 \nL 719.876108 178.245382 \nL 719.945608 177.992372 \nL 720.084609 179.175158 \nL 720.36261 184.083913 \nL 720.710111 190.762229 \nL 721.405114 193.597766 \nL 721.474614 193.510768 \nL 722.447618 185.772569 \nL 722.795119 188.410059 \nL 723.00362 192.303572 \nL 723.490122 203.194564 \nL 723.698623 204.337253 \nL 723.768123 204.148616 \nL 724.463126 198.170474 \nL 724.671626 199.060632 \nL 724.880127 198.534659 \nL 724.949627 198.099653 \nL 725.019128 198.148605 \nL 725.227629 199.86433 \nL 725.436129 202.569503 \nL 725.50563 202.146682 \nL 726.200632 197.323531 \nL 726.339633 195.891844 \nL 726.617634 192.649135 \nL 726.895635 189.684873 \nL 727.173636 187.221728 \nL 727.312636 186.904067 \nL 727.799138 188.418454 \nL 727.938139 188.090784 \nL 728.007639 188.179579 \nL 728.077139 188.10528 \nL 728.14664 187.744155 \nL 728.21614 187.887221 \nL 728.28564 188.177932 \nL 728.35514 188.064192 \nL 728.424641 187.927366 \nL 729.050143 182.983681 \nL 729.119643 183.160702 \nL 729.328144 184.42575 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196.653619 \nL 514.64183 196.740634 \nL 514.919831 195.951166 \nL 515.128331 195.345671 \nL 515.267332 195.277749 \nL 515.614833 192.741603 \nL 515.892834 189.740347 \nL 516.031835 189.339355 \nL 516.240336 190.3097 \nL 516.379336 190.374661 \nL 516.448836 190.304501 \nL 516.726837 188.018874 \nL 516.935338 186.993863 \nL 517.143839 185.630556 \nL 517.213339 185.495128 \nL 517.42184 182.241996 \nL 518.186343 165.859675 \nL 518.255843 166.069286 \nL 518.533844 169.309146 \nL 518.742345 170.718251 \nL 519.020346 168.712942 \nL 519.159347 168.922213 \nL 519.298347 168.211941 \nL 519.715349 164.451469 \nL 519.92385 163.693151 \nL 519.99335 163.723506 \nL 520.06285 163.966179 \nL 520.13235 163.93824 \nL 520.201851 163.856484 \nL 520.271351 164.014154 \nL 520.340851 163.597705 \nL 520.410351 163.787385 \nL 520.618852 165.777932 \nL 521.174854 174.310997 \nL 521.522356 179.501015 \nL 522.078358 173.803113 \nL 522.495359 170.404527 \nL 522.56486 170.42776 \nL 522.70386 171.192477 \nL 522.77336 171.128867 \nL 522.912361 170.355967 \nL 523.190362 168.093471 \nL 523.259862 168.106334 \nL 523.537863 170.031903 \nL 523.954865 173.075057 \nL 524.093865 173.702275 \nL 524.580367 171.094339 \nL 524.927869 167.336276 \nL 525.066869 166.837157 \nL 525.136369 166.870288 \nL 525.20587 167.246473 \nL 525.27537 167.211842 \nL 525.34487 167.307205 \nL 525.41437 167.098609 \nL 525.483871 167.155011 \nL 525.553371 167.273187 \nL 525.622871 167.076667 \nL 525.970373 163.503646 \nL 526.804376 155.088164 \nL 526.873876 155.067354 \nL 527.082377 155.689284 \nL 527.360378 158.847663 \nL 527.777379 164.565686 \nL 528.05538 166.528133 \nL 528.194381 166.579365 \nL 528.472382 167.983185 \nL 528.541882 167.898933 \nL 528.611383 167.898641 \nL 528.750383 166.971727 \nL 528.819883 167.119756 \nL 529.167385 168.659609 \nL 529.514886 173.597396 \nL 529.862387 180.377447 \nL 530.348889 190.471111 \nL 530.55739 191.703027 \nL 530.62689 191.507268 \nL 530.69639 191.601141 \nL 530.765891 191.536061 \nL 530.904891 191.758475 \nL 531.252393 190.539063 \nL 531.460893 190.790855 \nL 531.808395 192.655176 \nL 532.016895 192.056368 \nL 532.086396 192.274244 \nL 532.642398 196.302072 \nL 533.1289 198.255978 \nL 533.476401 200.960137 \nL 533.684902 202.026662 \nL 534.101903 206.734553 \nL 534.240904 207.535244 \nL 534.379904 209.481377 \nL 534.796906 217.2697 \nL 535.005407 218.147798 \nL 535.283408 217.335392 \nL 535.352908 217.193861 \nL 535.491909 217.545304 \nL 536.881914 205.666551 \nL 537.159915 202.305006 \nL 537.298916 202.73085 \nL 537.368416 202.636619 \nL 537.437916 202.518413 \nL 537.715917 203.383121 \nL 538.202419 208.972019 \nL 538.897422 193.559689 \nL 539.105922 191.312037 \nL 539.244923 191.000435 \nL 539.522924 189.500428 \nL 539.592424 189.765226 \nL 539.731425 189.572593 \nL 539.800925 189.620429 \nL 539.870425 189.847548 \nL 540.426427 194.567232 \nL 540.565428 194.843084 \nL 540.634928 194.710338 \nL 540.982429 195.487814 \nL 541.399431 193.191989 \nL 541.677432 190.95006 \nL 541.816433 191.357132 \nL 542.024933 192.062875 \nL 542.233434 191.597062 \nL 542.580936 189.683068 \nL 543.136938 184.117444 \nL 543.275938 184.27671 \nL 543.414939 184.13995 \nL 543.62344 185.469335 \nL 543.76244 186.30227 \nL 544.109941 181.033434 \nL 544.318442 178.720398 \nL 544.387942 178.554561 \nL 544.665943 180.13426 \nL 545.291446 187.558082 \nL 545.569447 190.969537 \nL 545.777948 192.956402 \nL 546.125449 196.752265 \nL 546.33395 197.32074 \nL 546.542451 196.625282 \nL 546.750951 195.726688 \nL 546.959452 193.075556 \nL 547.306953 189.203444 \nL 547.515454 188.179441 \nL 547.654455 188.434337 \nL 547.932456 192.164513 \nL 548.279957 195.467489 \nL 548.349457 195.621938 \nL 548.418958 195.536172 \nL 548.557958 194.57584 \nL 548.766459 193.224593 \nL 548.835959 193.338822 \nL 548.90546 193.139029 \nL 548.97496 193.451214 \nL 549.04446 193.27874 \nL 549.183461 192.814377 \nL 549.391961 192.017128 \nL 549.808963 193.191313 \nL 549.878463 193.159633 \nL 550.434465 197.964497 \nL 550.573466 197.402997 \nL 550.781967 194.105476 \nL 551.059968 190.711205 \nL 551.198968 190.518609 \nL 551.407469 191.443208 \nL 551.75497 193.585918 \nL 551.893971 192.892154 \nL 552.519473 185.716445 \nL 552.727974 185.247075 \nL 553.075475 186.029585 \nL 553.353476 188.538025 \nL 554.117979 197.093788 \nL 554.39598 197.014465 \nL 554.882482 201.194842 \nL 555.507985 197.728162 \nL 555.855486 193.892363 \nL 556.550489 196.49495 \nL 556.96749 198.943217 \nL 557.03699 198.858991 \nL 557.106491 198.940554 \nL 557.245491 198.845496 \nL 557.523492 196.711552 \nL 557.662493 196.614438 \nL 557.940494 199.279602 \nL 558.009994 199.164405 \nL 558.218495 198.989541 \nL 558.426996 199.438427 \nL 558.565996 198.971357 \nL 558.913498 196.310603 \nL 559.052498 196.701174 \nL 559.330499 195.266188 \nL 559.399999 195.592996 \nL 559.539 194.732156 \nL 559.6085 194.91266 \nL 559.817001 195.614417 \nL 559.886501 195.42783 \nL 560.095002 194.667946 \nL 560.164502 194.678557 \nL 560.234003 194.851622 \nL 560.442503 193.085225 \nL 560.929005 186.623978 \nL 561.276506 184.706609 \nL 561.485007 184.370065 \nL 561.902009 181.042485 \nL 561.971509 180.998075 \nL 562.388511 182.232274 \nL 562.458011 182.244802 \nL 562.527511 182.115216 \nL 562.666512 183.12102 \nL 563.153014 189.849829 \nL 563.222514 189.849829 \nL 563.917517 184.068497 \nL 564.056517 184.665976 \nL 564.265018 186.7116 \nL 564.75152 191.348297 \nL 565.029521 194.286823 \nL 565.099021 194.319 \nL 566.002524 190.435391 \nL 566.419526 192.610194 \nL 566.975528 198.333254 \nL 567.045028 198.613443 \nL 567.253529 197.505622 \nL 567.670531 190.224445 \nL 567.948532 186.485894 \nL 568.157033 185.33496 \nL 568.226533 185.373347 \nL 568.365533 184.881935 \nL 568.643534 185.684978 \nL 568.713035 185.96092 \nL 568.782535 185.859553 \nL 568.852035 185.942695 \nL 568.921536 185.872036 \nL 569.269037 182.985498 \nL 569.338537 182.807377 \nL 569.408037 182.941132 \nL 569.616538 184.753751 \nL 569.686038 184.557959 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209.345379 \nL 580.73658 212.63301 \nL 581.431583 219.831574 \nL 581.640084 217.894678 \nL 581.918085 212.709205 \nL 582.474087 203.079836 \nL 582.613087 202.865526 \nL 582.821588 199.821761 \nL 582.891089 200.198476 \nL 583.23859 202.74689 \nL 583.30809 202.637335 \nL 583.794592 200.392568 \nL 584.142093 202.096651 \nL 584.211594 201.996476 \nL 584.281094 201.698572 \nL 584.350594 201.77137 \nL 584.420094 201.657442 \nL 584.559095 201.907175 \nL 584.698095 201.013576 \nL 585.115097 194.750986 \nL 585.393098 191.657203 \nL 585.671099 191.431244 \nL 585.8796 192.02758 \nL 586.0186 192.639288 \nL 586.296601 195.132307 \nL 586.435602 194.192222 \nL 586.991604 188.268431 \nL 587.408606 184.22968 \nL 587.547606 184.38926 \nL 587.686607 185.192678 \nL 587.756107 185.054718 \nL 587.895107 183.964328 \nL 587.964608 183.976619 \nL 588.242609 183.533732 \nL 588.45111 184.142437 \nL 588.937611 181.882957 \nL 589.146112 181.496398 \nL 589.215612 181.317297 \nL 589.910615 173.175066 \nL 589.980115 173.163183 \nL 590.049616 172.928263 \nL 590.327617 174.345847 \nL 590.397117 174.12878 \nL 590.605618 174.547238 \nL 590.814119 176.045747 \nL 591.370121 183.709379 \nL 591.787122 189.458163 \nL 591.856623 189.453383 \nL 591.926123 189.268713 \nL 591.995623 189.462434 \nL 592.065123 189.368427 \nL 592.273624 187.684702 \nL 592.343124 187.790129 \nL 592.482125 187.047469 \nL 592.760126 183.462209 \nL 593.385628 173.568938 \nL 593.594129 172.828423 \nL 593.73313 172.664014 \nL 593.94163 171.581969 \nL 594.011131 171.173961 \nL 594.080631 171.257201 \nL 594.219631 171.325669 \nL 594.289132 171.084286 \nL 594.358632 171.394546 \nL 594.428132 171.295555 \nL 594.636633 170.35017 \nL 594.706133 170.707031 \nL 594.984134 173.416669 \nL 595.123135 174.652174 \nL 596.026638 186.571177 \nL 596.235139 187.178649 \nL 596.304639 187.051299 \nL 596.37414 186.657247 \nL 596.44364 186.850795 \nL 596.58264 187.079128 \nL 596.791141 185.965619 \nL 596.860642 185.748131 \nL 596.930142 185.837031 \nL 597.277643 188.010923 \nL 597.764145 192.57846 \nL 598.181147 200.965104 \nL 598.876149 208.430899 \nL 598.945649 208.337265 \nL 599.22365 206.830761 \nL 599.988153 201.67361 \nL 600.266154 200.050877 \nL 600.405155 199.584025 \nL 600.544155 199.172475 \nL 601.100158 192.924355 \nL 601.586659 185.182076 \nL 601.79516 183.836774 \nL 601.86466 183.916096 \nL 602.003661 184.584652 \nL 602.281662 188.678451 \nL 602.629163 193.529535 \nL 602.698664 193.920932 \nL 602.768164 193.769753 \nL 602.907164 193.784631 \nL 603.185165 192.424655 \nL 603.463167 188.213582 \nL 604.158169 174.161634 \nL 604.575171 170.588259 \nL 604.714171 169.968162 \nL 604.783672 170.125461 \nL 604.992172 170.957754 \nL 605.061673 170.898061 \nL 605.339674 169.717871 \nL 605.409174 169.934363 \nL 605.548174 171.375595 \nL 605.756675 173.021359 \nL 605.965176 173.892648 \nL 606.243177 174.469196 \nL 606.312677 174.350204 \nL 606.660179 172.105568 \nL 606.799179 172.148982 \nL 607.216181 173.570307 \nL 607.424682 174.48092 \nL 607.563682 174.593644 \nL 607.772183 173.504752 \nL 608.189184 171.599991 \nL 608.328185 171.289461 \nL 608.397685 171.545913 \nL 608.467186 171.100437 \nL 608.536686 171.246153 \nL 608.884187 174.07266 \nL 609.092688 174.872834 \nL 609.301189 174.348992 \nL 609.370689 174.787169 \nL 609.440189 174.667438 \nL 609.857191 172.245028 \nL 609.996191 172.933386 \nL 610.274192 176.827473 \nL 610.482693 179.614479 \nL 611.247196 166.019938 \nL 611.316696 165.864015 \nL 611.525197 167.698565 \nL 611.942199 173.776516 \nL 612.2202 175.392942 \nL 612.3592 175.065905 \nL 612.845702 177.944351 \nL 613.471205 180.27633 \nL 613.540705 180.122337 \nL 613.610205 180.010348 \nL 613.749206 179.358818 \nL 613.888206 180.599313 \nL 614.096707 184.425054 \nL 614.444208 191.392046 \nL 614.513708 191.743009 \nL 614.652709 191.221342 \nL 614.93071 192.396855 \nL 615.139211 192.73104 \nL 615.625713 196.052324 \nL 615.764713 196.713682 \nL 615.973214 199.371383 \nL 616.042714 199.277973 \nL 616.390216 200.563667 \nL 616.459716 200.404452 \nL 616.529216 200.331157 \nL 616.598716 200.413634 \nL 616.946218 202.368449 \nL 617.154719 202.768249 \nL 617.293719 201.863795 \nL 618.127722 186.401611 \nL 618.822725 172.605925 \nL 619.170226 171.214686 \nL 619.587228 172.07189 \nL 619.726228 173.917859 \nL 620.21273 180.464904 \nL 620.560231 183.616367 \nL 620.699232 184.394092 \nL 621.046733 188.075442 \nL 621.116234 188.017949 \nL 621.463735 186.625269 \nL 621.672236 186.253818 \nL 621.811236 186.77499 \nL 621.950237 186.683957 \nL 622.089237 187.06172 \nL 622.228238 186.761619 \nL 622.367238 186.326264 \nL 622.436739 186.397337 \nL 622.575739 186.898392 \nL 622.645239 186.780305 \nL 622.92324 185.160394 \nL 623.270742 180.437315 \nL 623.687743 174.534766 \nL 623.826744 174.855617 \nL 623.896244 174.382459 \nL 623.965744 174.494448 \nL 624.174245 177.890271 \nL 625.216749 196.372927 \nL 625.286249 196.726629 \nL 625.49475 195.033528 \nL 625.633751 194.302962 \nL 625.911752 195.142532 \nL 626.676255 191.206791 \nL 626.815255 190.481894 \nL 627.162756 188.112431 \nL 627.301757 188.957004 \nL 627.579758 190.976398 \nL 627.718759 191.345174 \nL 627.927259 191.246879 \nL 627.99676 191.262109 \nL 628.13576 192.316283 \nL 628.413761 195.255327 \nL 628.761263 197.407669 \nL 628.900263 197.915587 \nL 628.969763 197.862349 \nL 629.247764 196.723163 \nL 629.317265 196.838594 \nL 629.386765 196.834086 \nL 629.803766 198.168416 \nL 629.942767 198.356856 \nL 630.151268 196.555816 \nL 630.359769 196.960824 \nL 630.498769 196.942903 \nL 630.77677 198.046084 \nL 630.84627 198.006768 \nL 631.193772 196.096086 \nL 631.263272 196.126273 \nL 631.332772 196.332536 \nL 631.680274 195.008286 \nL 632.097275 191.746046 \nL 632.166775 191.779739 \nL 632.305776 191.578517 \nL 632.514277 190.250257 \nL 632.583777 190.403716 \nL 632.722778 190.860661 \nL 633.139779 183.963093 \nL 633.34828 182.929526 \nL 633.41778 182.998588 \nL 633.695781 184.95402 \nL 633.904282 186.750352 \nL 634.112783 187.261917 \nL 634.251783 186.605019 \nL 634.321284 186.665599 \nL 634.460284 186.625454 \nL 634.668785 187.455671 \nL 634.946786 185.018986 \nL 635.502788 180.647157 \nL 635.711289 180.902081 \nL 636.05879 183.548822 \nL 636.406292 185.988817 \nL 636.545292 186.835903 \nL 637.101294 192.465031 \nL 637.240295 193.836123 \nL 637.796297 201.178592 \nL 638.004798 202.940287 \nL 638.143798 204.081613 \nL 638.213298 204.036813 \nL 638.352299 203.776186 \nL 638.491299 204.16416 \nL 638.6998 205.903661 \nL 638.769301 205.984337 \nL 638.977801 205.40028 \nL 639.394803 203.829334 \nL 640.020305 198.787376 \nL 640.089806 198.574014 \nL 640.228806 199.006558 \nL 640.437307 198.668557 \nL 640.576307 199.128902 \nL 640.645808 199.136511 \nL 640.715308 198.811108 \nL 640.993309 195.891802 \nL 641.132309 195.789758 \nL 641.20181 195.627679 \nL 641.757812 197.870957 \nL 642.105313 196.051879 \nL 642.244314 196.0601 \nL 642.522315 194.491445 \nL 642.591815 194.596395 \nL 642.869816 195.52679 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178.033291 \nL 653.294856 180.340582 \nL 653.364356 180.5416 \nL 653.781357 183.746509 \nL 653.850858 183.614989 \nL 654.059359 182.337793 \nL 654.54586 175.837791 \nL 654.684861 174.788283 \nL 654.823861 174.974203 \nL 654.962862 174.305953 \nL 655.171363 175.161205 \nL 655.449364 176.468096 \nL 655.657865 178.599695 \nL 655.866365 179.049243 \nL 655.935866 178.916033 \nL 657.11737 169.105757 \nL 657.18687 169.238539 \nL 657.881873 174.876617 \nL 658.159874 178.254322 \nL 658.298875 178.460329 \nL 658.715876 176.437902 \nL 658.785376 176.494757 \nL 658.924377 177.828462 \nL 659.549879 186.880275 \nL 659.75838 184.90703 \nL 660.036381 181.483904 \nL 660.175382 180.014512 \nL 660.383883 177.615345 \nL 660.522883 177.103734 \nL 660.661884 177.009719 \nL 660.870384 176.607457 \nL 661.009385 176.508032 \nL 661.078885 176.358616 \nL 661.287386 175.611825 \nL 661.495887 175.285808 \nL 661.634887 175.808154 \nL 661.982389 180.633371 \nL 662.190889 183.516799 \nL 662.885892 187.837084 \nL 663.372394 190.918042 \nL 663.441894 190.546199 \nL 663.789395 188.663388 \nL 664.136897 184.119424 \nL 664.484398 179.305789 \nL 664.623399 178.597431 \nL 664.762399 179.517967 \nL 665.387902 187.967108 \nL 665.735403 190.175196 \nL 665.874403 190.228942 \nL 666.013404 189.548583 \nL 666.221905 186.916099 \nL 666.569406 181.690301 \nL 666.708407 181.190733 \nL 666.847407 181.077502 \nL 666.986408 180.771636 \nL 667.055908 180.822395 \nL 667.264409 181.778037 \nL 667.403409 181.715379 \nL 667.54241 181.602429 \nL 667.889911 183.06318 \nL 667.959411 182.929297 \nL 668.028912 183.020083 \nL 668.237412 184.007982 \nL 668.306913 183.912151 \nL 668.654414 180.882645 \nL 668.862915 178.817298 \nL 669.418917 188.742137 \nL 669.488417 188.931511 \nL 669.557917 188.843533 \nL 669.696918 188.879402 \nL 669.766418 188.817236 \nL 669.905419 187.710982 \nL 670.18342 185.657233 \nL 670.32242 186.020718 \nL 670.39192 185.981953 \nL 670.600421 187.581093 \nL 671.364924 191.047477 \nL 671.642925 192.002858 \nL 671.781926 191.849748 \nL 671.990427 191.042405 \nL 672.059927 191.031634 \nL 672.337928 187.892748 \nL 672.89393 178.438314 \nL 673.171931 175.696351 \nL 673.241431 175.502861 \nL 673.449932 174.154842 \nL 673.727933 173.011727 \nL 674.214435 167.574451 \nL 674.353436 167.121294 \nL 674.492436 167.363808 \nL 674.561936 167.188552 \nL 675.048438 162.87283 \nL 675.117938 162.806258 \nL 675.395939 161.440464 \nL 675.53494 162.595891 \nL 675.882441 167.648796 \nL 675.951942 167.544512 \nL 676.021442 167.612407 \nL 676.229943 168.746516 \nL 676.299443 168.646949 \nL 676.646944 166.34267 \nL 677.202946 159.246109 \nL 677.550448 160.139705 \nL 678.10645 156.267378 \nL 678.592952 150.672229 \nL 679.009953 147.895341 \nL 679.218454 146.90237 \nL 679.287954 147.027871 \nL 679.774456 150.60466 \nL 679.913457 152.368729 \nL 680.330458 160.678902 \nL 680.67796 167.608062 \nL 680.88646 168.278545 \nL 680.955961 167.998155 \nL 681.372962 164.278686 \nL 681.511963 164.194529 \nL 681.581463 164.399339 \nL 682.067965 169.697161 \nL 682.415466 173.261159 \nL 682.832468 174.735096 \nL 682.971468 174.56907 \nL 683.179969 175.991733 \nL 683.596971 179.17351 \nL 683.666471 179.380915 \nL 683.735971 179.267938 \nL 683.805471 179.195815 \nL 683.874972 179.292503 \nL 684.083472 181.398932 \nL 684.708975 194.697119 \nL 684.986976 198.880624 \nL 685.125976 200.121018 \nL 685.195477 200.032409 \nL 685.542978 198.89625 \nL 685.612478 199.0164 \nL 685.681978 199.200965 \nL 685.751479 199.081897 \nL 686.16848 197.677918 \nL 686.237981 197.787459 \nL 686.307481 198.031263 \nL 686.376981 197.990088 \nL 686.515982 197.793888 \nL 686.793983 194.17742 \nL 687.071984 190.943342 \nL 687.141484 190.508155 \nL 687.210984 190.530991 \nL 687.627986 192.380763 \nL 687.766986 193.683458 \nL 687.905987 192.938357 \nL 688.183988 189.988889 \nL 688.322989 189.509892 \nL 688.73999 194.215105 \nL 689.156992 196.394836 \nL 689.504493 199.132318 \nL 689.921495 201.886102 \nL 690.060495 202.536774 \nL 690.129995 202.268608 \nL 690.199496 202.393831 \nL 690.338496 202.040356 \nL 690.477497 201.485934 \nL 690.546997 201.323477 \nL 690.824998 199.905837 \nL 690.963999 199.291124 \nL 691.102999 198.814174 \nL 691.172499 198.862177 \nL 691.4505 199.994891 \nL 691.589501 200.767121 \nL 692.076003 196.592989 \nL 692.354004 194.190661 \nL 692.562505 193.483568 \nL 692.840506 192.106222 \nL 693.188007 190.369604 \nL 693.257507 190.075172 \nL 693.327008 190.095716 \nL 693.813509 191.836344 \nL 693.88301 191.836344 \nL 694.02201 191.063433 \nL 694.508512 186.080691 \nL 694.578012 186.102617 \nL 694.717013 186.645866 \nL 694.995014 185.102973 \nL 695.064514 185.20027 \nL 695.273015 185.827151 \nL 695.342515 185.739645 \nL 695.898517 183.671573 \nL 696.107018 183.137317 \nL 696.315519 181.995368 \nL 696.454519 181.912537 \nL 696.73252 182.469268 \nL 696.802021 182.845815 \nL 696.871521 182.651261 \nL 697.288523 179.845909 \nL 697.358023 179.734803 \nL 697.427523 179.931951 \nL 697.983525 184.258591 \nL 698.053025 184.041009 \nL 698.887029 179.036483 \nL 698.956529 179.151618 \nL 699.30403 180.89685 \nL 699.443031 180.85424 \nL 699.582031 180.662818 \nL 699.651531 180.456399 \nL 699.929533 178.893032 \nL 700.068533 178.184498 \nL 700.277034 177.061373 \nL 700.624535 178.978126 \nL 701.180537 182.09287 \nL 701.389038 181.151207 \nL 701.87554 175.923696 \nL 702.153541 173.039543 \nL 702.223041 173.039543 \nL 702.292542 173.301527 \nL 702.362042 173.228525 \nL 702.501042 173.487438 \nL 702.848544 176.559692 \nL 703.126545 176.343889 \nL 703.196045 176.563707 \nL 703.474046 178.534347 \nL 703.613047 177.997393 \nL 703.752047 177.539358 \nL 703.960548 177.961606 \nL 704.238549 177.885266 \nL 704.44705 177.074301 \nL 704.51655 177.067492 \nL 704.65555 177.480577 \nL 704.933552 180.241186 \nL 705.350553 187.090663 \nL 705.489554 188.546625 \nL 705.837055 193.020323 \nL 706.045556 193.542898 \nL 706.601558 198.202239 \nL 706.671058 198.17886 \nL 706.740558 197.910047 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200.993081 \nL 715.428091 201.817379 \nL 715.567092 201.548359 \nL 715.706092 200.58978 \nL 715.914593 201.233919 \nL 715.984093 201.076079 \nL 716.262095 199.970668 \nL 716.331595 200.118477 \nL 716.470595 200.653622 \nL 716.609596 201.085565 \nL 716.818097 202.779997 \nL 717.304598 208.740855 \nL 717.5826 212.961955 \nL 717.860601 214.53227 \nL 718.138602 214.953549 \nL 718.486103 211.140515 \nL 718.694604 209.950592 \nL 718.903105 210.09307 \nL 719.042105 209.249533 \nL 719.528607 203.216511 \nL 719.598107 203.09291 \nL 719.806608 201.857612 \nL 720.084609 200.710164 \nL 720.22361 200.699389 \nL 720.571111 198.439251 \nL 720.849112 194.698174 \nL 721.405114 184.525061 \nL 721.474614 184.630769 \nL 721.544115 184.413609 \nL 721.683115 184.71894 \nL 721.891616 184.722552 \nL 721.961116 184.431895 \nL 722.169617 183.01187 \nL 722.239117 182.885919 \nL 722.656119 183.761121 \nL 723.00362 185.544898 \nL 723.768123 182.006252 \nL 724.254625 172.930539 \nL 724.393625 172.162527 \nL 724.463126 172.162527 \nL 724.949627 170.325072 \nL 725.64463 172.589794 \nL 725.71413 173.143475 \nL 725.783631 173.009842 \nL 725.853131 172.855879 \nL 725.992131 171.488202 \nL 726.895635 160.204592 \nL 726.965135 160.238886 \nL 727.173636 159.793992 \nL 727.243136 159.793992 \nL 727.521137 162.26723 \nL 728.28564 173.402579 \nL 728.772142 176.82259 \nL 729.119643 175.129041 \nL 729.189144 175.100555 \nL 729.258644 175.423586 \nL 729.397644 174.814371 \nL 729.745146 176.647533 \nL 730.579149 182.08285 \nL 730.85715 185.573133 \nL 731.204651 187.316146 \nL 731.274151 187.259135 \nL 731.482652 186.71978 \nL 731.830154 188.863379 \nL 731.899654 189.201115 \nL 731.969154 189.002859 \nL 732.038654 188.95332 \nL 732.247155 187.807686 \nL 732.316655 187.748817 \nL 732.733657 188.841082 \nL 732.803157 188.841082 \nL 732.942158 188.587244 \nL 733.150659 189.825636 \nL 733.359159 191.816955 \nL 734.054162 194.005016 \nL 734.123662 193.608742 \nL 734.193163 193.828569 \nL 734.262663 193.600104 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179.076978 \nL 743.714699 178.964416 \nL 743.853699 178.503061 \nL 743.923199 178.503061 \nL 744.0622 179.120724 \nL 744.1317 179.098263 \nL 744.201201 178.825995 \nL 744.270701 178.955244 \nL 744.479202 179.24493 \nL 744.618202 178.776475 \nL 744.687702 179.01037 \nL 744.896203 179.190426 \nL 745.104704 179.067794 \nL 745.799707 185.447725 \nL 746.63371 198.485093 \nL 746.70321 198.485093 \nL 746.77271 198.102943 \nL 747.328712 185.018843 \nL 747.676214 176.655052 \nL 747.745714 176.740824 \nL 748.093215 180.125768 \nL 748.440717 183.65642 \nL 748.718718 185.441962 \nL 749.20522 190.230231 \nL 749.41372 189.739495 \nL 749.830722 185.936481 \nL 749.900222 185.797562 \nL 750.247723 186.505259 \nL 750.317224 186.61925 \nL 750.873226 190.629821 \nL 751.081727 194.215282 \nL 751.429228 200.496196 \nL 751.84623 203.577948 \nL 751.98523 203.553407 \nL 752.193731 202.633182 \nL 752.263231 202.879133 \nL 752.471732 201.750541 \nL 752.749733 200.017098 \nL 753.097234 196.376024 \nL 753.583736 193.407174 \nL 753.653236 193.398516 \nL 753.722737 193.179736 \nL 753.792237 193.238535 \nL 753.861737 193.180817 \nL 754.139738 193.723435 \nL 754.209238 193.73869 \nL 754.348239 194.300707 \nL 754.48724 195.109625 \nL 754.69574 194.82965 \nL 755.043242 192.479583 \nL 755.529744 185.68517 \nL 755.738244 183.344117 \nL 755.807745 183.097789 \nL 755.877245 183.123731 \nL 756.016245 183.941183 \nL 756.711248 192.490626 \nL 757.545251 202.898485 \nL 758.031753 201.956729 \nL 758.170754 201.31415 \nL 758.448755 199.410868 \nL 758.726756 202.104782 \nL 758.865756 202.888082 \nL 758.935256 202.724972 \nL 759.004757 202.957413 \nL 759.074257 202.900988 \nL 759.421758 202.042861 \nL 759.491259 201.94412 \nL 759.76926 203.008333 \nL 760.047261 201.27148 \nL 760.116761 201.283996 \nL 760.186261 200.965098 \nL 760.255761 201.024691 \nL 760.394762 201.371254 \nL 760.950764 205.779222 \nL 761.089765 206.374839 \nL 761.159265 206.576658 \nL 761.228765 206.410333 \nL 761.298265 206.529332 \nL 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557.592993 181.627589 \nL 557.870994 182.813702 \nL 558.079494 182.289275 \nL 558.357495 180.371966 \nL 558.635496 178.829406 \nL 558.913498 179.889722 \nL 559.191499 181.50219 \nL 559.330499 183.011269 \nL 559.399999 182.923353 \nL 559.539 182.117591 \nL 560.303503 172.533667 \nL 560.442503 172.412626 \nL 560.651004 172.302755 \nL 560.720504 172.500431 \nL 560.790005 172.15751 \nL 560.859505 172.350298 \nL 561.068006 174.638333 \nL 561.346007 177.361641 \nL 561.902009 180.436677 \nL 562.11051 181.33643 \nL 562.666512 178.85563 \nL 562.805512 178.892555 \nL 563.014013 181.193735 \nL 563.222514 183.391684 \nL 563.848016 175.267033 \nL 564.195518 171.24289 \nL 564.265018 171.254521 \nL 564.473519 170.607696 \nL 564.612519 171.29988 \nL 564.89052 173.001046 \nL 565.029521 173.626286 \nL 565.238022 174.495703 \nL 565.794024 177.7675 \nL 566.141525 178.398666 \nL 566.280525 179.084424 \nL 566.350026 178.975561 \nL 566.419526 179.096805 \nL 566.628027 178.13446 \nL 566.767027 176.85062 \nL 566.836528 176.868 \nL 567.045028 176.507845 \nL 567.60103 173.061318 \nL 568.018032 170.173466 \nL 568.226533 169.594203 \nL 568.296033 169.708293 \nL 568.504534 171.59734 \nL 568.574034 171.543108 \nL 568.782535 172.143218 \nL 568.852035 172.122012 \nL 568.921536 171.96312 \nL 568.991036 172.041692 \nL 569.130036 172.062104 \nL 569.338537 171.384534 \nL 569.547038 171.008306 \nL 570.10304 166.799021 \nL 570.17254 166.783057 \nL 571.493045 174.253259 \nL 571.632046 174.187949 \nL 571.771046 173.981691 \nL 571.840547 173.829793 \nL 571.910047 173.929778 \nL 571.979547 173.995224 \nL 572.396549 176.955986 \nL 572.535549 177.300687 \nL 572.952551 175.254242 \nL 573.022051 175.325745 \nL 573.230552 177.076242 \nL 573.578053 180.173846 \nL 573.786554 180.631065 \nL 573.856054 180.799437 \nL 574.273056 183.952497 \nL 574.342556 183.985062 \nL 574.551057 183.358878 \nL 574.620557 183.400962 \nL 574.829058 183.436975 \nL 574.968058 183.846974 \nL 575.246059 186.006598 \nL 575.31556 185.900453 \nL 575.802062 182.32727 \nL 575.941062 183.032413 \nL 576.288563 184.704986 \nL 576.427564 183.945858 \nL 576.636065 181.784992 \nL 576.914066 177.786329 \nL 577.053066 176.933482 \nL 577.261567 174.779697 \nL 577.331067 174.531327 \nL 577.400568 174.669834 \nL 577.470068 175.060342 \nL 577.609068 173.778154 \nL 578.09557 169.710586 \nL 578.234571 169.565875 \nL 578.373571 170.017016 \nL 578.860073 173.208129 \nL 579.207575 176.594145 \nL 579.277075 176.444737 \nL 579.416075 176.265784 \nL 579.694076 174.546188 \nL 579.902577 172.822871 \nL 580.180578 176.199679 \nL 580.389079 177.364828 \nL 580.52808 177.981457 \nL 580.66708 178.492243 \nL 580.73658 178.345248 \nL 580.945081 177.010663 \nL 581.084082 176.913873 \nL 581.153582 177.141637 \nL 582.335086 190.560824 \nL 582.682588 194.710138 \nL 582.891089 195.388937 \nL 583.030089 194.875454 \nL 583.099589 194.919233 \nL 583.516591 193.177564 \nL 583.655591 194.233381 \nL 584.489595 203.700935 \nL 584.767596 205.706132 \nL 584.906596 206.131008 \nL 585.184597 207.763815 \nL 585.462598 209.508777 \nL 585.9491 207.395974 \nL 586.0186 207.493192 \nL 586.157601 207.264092 \nL 586.366102 207.617958 \nL 586.435602 207.508253 \nL 586.783103 206.090602 \nL 586.922104 206.021855 \nL 587.339105 208.543961 \nL 587.547606 209.011504 \nL 587.895107 206.791533 \nL 588.242609 201.786455 \nL 589.076612 208.948683 \nL 589.146112 209.201861 \nL 589.980115 207.331096 \nL 590.188616 206.916015 \nL 590.536118 204.541019 \nL 591.09212 197.295278 \nL 591.23112 197.338861 \nL 591.717622 199.744976 \nL 592.134624 203.841885 \nL 592.482125 201.761653 \nL 592.899126 196.775919 \nL 593.038127 196.040782 \nL 593.107627 195.993096 \nL 593.524629 198.425823 \nL 593.80263 199.060073 \nL 593.94163 198.498525 \nL 594.011131 198.560161 \nL 594.080631 198.626134 \nL 594.289132 196.700919 \nL 594.567133 193.9757 \nL 595.609637 181.979692 \nL 595.957138 182.56512 \nL 596.235139 180.564992 \nL 596.304639 180.65861 \nL 596.51314 181.10828 \nL 596.652141 181.17554 \nL 597.138643 184.163356 \nL 597.486144 187.856588 \nL 597.555644 187.844006 \nL 597.625144 188.082798 \nL 598.042146 191.678832 \nL 598.250647 192.345448 \nL 598.389647 191.91364 \nL 598.598148 191.09417 \nL 598.737149 190.896604 \nL 598.806649 191.003049 \nL 599.362651 194.744606 \nL 599.571152 193.004519 \nL 599.988153 189.148679 \nL 600.057654 189.284816 \nL 600.196654 189.834422 \nL 600.335655 191.313867 \nL 600.683156 195.407616 \nL 600.822157 195.725784 \nL 601.169658 196.786156 \nL 601.447659 198.077434 \nL 601.517159 197.936916 \nL 601.72566 196.24115 \nL 601.79516 196.267756 \nL 602.003661 197.35754 \nL 602.142662 198.387316 \nL 602.768164 186.640747 \nL 602.976665 186.403397 \nL 603.115665 187.020292 \nL 603.602167 191.831749 \nL 603.671667 191.841165 \nL 603.741168 191.592285 \nL 603.810668 191.659236 \nL 603.880168 191.540059 \nL 604.088669 191.820356 \nL 604.43617 190.948336 \nL 604.644671 190.108798 \nL 604.714171 190.312237 \nL 604.853172 191.231686 \nL 605.131173 191.024722 \nL 605.270173 189.793189 \nL 605.548174 185.72752 \nL 605.756675 181.97461 \nL 605.895676 180.853223 \nL 606.173677 178.893181 \nL 606.243177 178.914395 \nL 606.521178 180.042247 \nL 606.590678 179.854711 \nL 606.660179 179.9354 \nL 606.729679 179.896567 \nL 607.07718 178.350833 \nL 607.563682 180.322887 \nL 607.702683 180.583287 \nL 607.911183 180.213597 \nL 608.050184 180.312948 \nL 608.189184 180.043434 \nL 608.258685 180.475955 \nL 608.328185 180.436175 \nL 608.397685 180.49714 \nL 608.953687 178.478836 \nL 609.023188 178.21279 \nL 609.440189 174.597695 \nL 609.787691 176.00309 \nL 610.343693 182.079478 \nL 610.482693 183.577564 \nL 610.830195 178.221503 \nL 611.386197 173.021733 \nL 611.525197 172.288623 \nL 611.664198 171.180782 \nL 611.803198 171.67944 \nL 611.872698 171.351214 \nL 612.2897 167.563003 \nL 612.498201 167.103598 \nL 612.637201 166.971735 \nL 612.776202 168.15934 \nL 612.845702 168.056681 \nL 612.915202 167.791776 \nL 612.984703 167.960824 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182.584311 \nL 624.035245 182.722418 \nL 624.104745 182.94283 \nL 624.521746 186.379735 \nL 624.660747 186.34291 \nL 624.938748 188.014604 \nL 625.216749 190.16808 \nL 625.49475 193.562382 \nL 625.703251 197.402525 \nL 626.050752 205.752404 \nL 626.259253 206.15433 \nL 626.467754 205.490868 \nL 626.745755 203.903283 \nL 626.954256 202.240902 \nL 627.162756 200.955637 \nL 627.301757 200.434163 \nL 627.440758 199.622418 \nL 627.649258 200.584467 \nL 627.718759 200.488737 \nL 627.788259 200.297496 \nL 627.857759 200.323607 \nL 627.99676 200.474061 \nL 628.344261 202.301679 \nL 628.413761 202.24892 \nL 628.622262 200.294876 \nL 629.039264 193.242904 \nL 629.108764 193.346524 \nL 629.178264 193.685745 \nL 629.247764 193.617156 \nL 629.595266 191.077801 \nL 629.664766 191.165806 \nL 629.942767 192.730129 \nL 630.012267 192.632081 \nL 630.151268 192.147308 \nL 630.359769 191.047782 \nL 630.568269 191.866858 \nL 630.63777 191.731323 \nL 630.77677 191.132734 \nL 630.84627 191.228965 \nL 630.915771 191.474297 \nL 630.985271 191.427842 \nL 631.054771 191.324255 \nL 631.263272 192.082936 \nL 631.332772 191.931192 \nL 631.610773 190.764426 \nL 631.680274 190.618528 \nL 631.749774 190.728052 \nL 631.819274 190.708576 \nL 632.027775 188.044663 \nL 632.236276 185.378771 \nL 632.305776 185.41513 \nL 632.375276 185.42474 \nL 632.653277 187.557359 \nL 632.931278 190.883996 \nL 633.070279 191.403492 \nL 633.139779 191.243681 \nL 633.27878 189.290921 \nL 633.695781 183.209946 \nL 634.182283 178.400649 \nL 634.251783 178.836223 \nL 634.807785 182.642711 \nL 635.224787 186.071311 \nL 635.363788 185.956323 \nL 635.433288 186.201587 \nL 635.850289 183.326705 \nL 635.98929 183.397906 \nL 636.197791 184.611581 \nL 636.267291 184.817126 \nL 636.336791 184.697395 \nL 636.545292 184.738751 \nL 637.101294 183.08274 \nL 637.170794 183.09661 \nL 637.379295 182.798871 \nL 637.657296 179.732157 \nL 638.282799 164.748224 \nL 638.352299 165.83146 \nL 638.6998 169.261487 \nL 639.116802 170.766744 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172.858383 \nL 645.788827 172.983835 \nL 645.858327 173.100224 \nL 646.41433 177.806128 \nL 646.62283 177.607616 \nL 646.761831 178.733844 \nL 646.831331 178.45966 \nL 646.900831 178.722676 \nL 647.387333 177.184775 \nL 647.595834 177.785395 \nL 647.665334 177.734315 \nL 647.804335 177.567776 \nL 647.873835 177.619096 \nL 648.360337 178.931135 \nL 648.499337 179.461172 \nL 648.707838 180.217353 \nL 648.916339 179.009588 \nL 648.985839 178.970944 \nL 649.19434 179.934464 \nL 649.402841 180.061415 \nL 649.472341 179.78615 \nL 649.541841 179.84085 \nL 649.750342 180.869646 \nL 650.097843 184.497068 \nL 650.306344 184.972473 \nL 650.792846 189.172694 \nL 651.001347 190.807057 \nL 651.070847 191.019601 \nL 651.209848 190.67919 \nL 651.418348 189.861602 \nL 651.557349 189.544335 \nL 651.90485 192.690903 \nL 652.182851 195.48132 \nL 652.460852 196.299278 \nL 652.599853 196.605198 \nL 652.738854 197.354299 \nL 653.155855 201.813496 \nL 653.225355 201.769872 \nL 653.433856 200.146926 \nL 653.850858 194.269969 \nL 654.47636 189.592319 \nL 654.54586 189.534195 \nL 654.684861 190.029278 \nL 654.962862 192.379634 \nL 655.379864 183.134366 \nL 655.727365 180.237357 \nL 656.074866 177.142122 \nL 656.422367 172.738144 \nL 656.491868 172.648626 \nL 656.561368 172.820386 \nL 656.630868 172.782301 \nL 656.769869 172.468843 \nL 656.908869 173.338318 \nL 657.18687 174.236542 \nL 657.534372 175.077581 \nL 657.742872 174.49255 \nL 657.812373 174.349438 \nL 657.881873 174.505404 \nL 657.951373 174.342325 \nL 658.298875 171.879947 \nL 658.368375 172.027228 \nL 658.646376 173.389993 \nL 658.715876 173.454442 \nL 658.993877 177.645708 \nL 659.271878 181.284839 \nL 659.61938 182.193667 \nL 659.966881 184.016516 \nL 660.036381 184.29625 \nL 660.105881 184.14502 \nL 660.175382 184.330813 \nL 660.522883 187.691836 \nL 661.356886 178.055728 \nL 661.426386 177.555064 \nL 661.495887 177.608577 \nL 661.912888 182.321626 \nL 662.26039 186.915657 \nL 662.39939 187.245094 \nL 662.746891 185.603097 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192.1195 \nL 670.878422 192.581916 \nL 671.225924 195.435094 \nL 671.295424 195.490736 \nL 671.364924 195.793728 \nL 671.434424 195.621122 \nL 671.503925 195.346824 \nL 671.573425 195.486351 \nL 671.642925 195.486351 \nL 672.268428 193.00931 \nL 672.407428 192.436281 \nL 673.102431 188.024711 \nL 673.310932 187.259771 \nL 673.380432 187.278113 \nL 673.519432 187.787603 \nL 673.797433 190.043178 \nL 673.936434 189.149102 \nL 674.353436 185.909398 \nL 674.422936 185.909398 \nL 674.492436 186.208458 \nL 674.631437 185.48236 \nL 674.909438 184.318279 \nL 675.048438 184.647249 \nL 675.187439 184.259901 \nL 675.46544 182.251143 \nL 675.53494 182.271184 \nL 675.743441 183.83631 \nL 676.090942 188.154377 \nL 676.299443 188.594751 \nL 676.368943 188.505384 \nL 676.438443 188.160144 \nL 676.507944 188.275865 \nL 676.785945 188.781571 \nL 676.855445 188.676356 \nL 677.063946 186.833331 \nL 677.133446 186.886858 \nL 677.202946 186.886858 \nL 677.411447 186.233415 \nL 677.480947 186.089726 \nL 677.619948 186.607427 \nL 677.689448 186.587359 \nL 677.828449 186.091681 \nL 678.24545 183.154514 \nL 678.314951 183.191298 \nL 678.662452 186.92787 \nL 679.148954 195.162169 \nL 679.843956 200.875418 \nL 680.052457 198.776633 \nL 680.399958 193.040705 \nL 680.88646 186.519402 \nL 680.955961 185.846575 \nL 681.025461 185.893143 \nL 681.581463 190.298964 \nL 681.928964 193.527945 \nL 682.137465 193.978696 \nL 682.415466 192.601353 \nL 682.832468 189.389125 \nL 682.901968 189.525068 \nL 682.971468 189.36228 \nL 683.666471 193.146565 \nL 683.735971 193.039947 \nL 684.013972 191.95639 \nL 684.083472 191.789194 \nL 684.222473 191.97596 \nL 684.291973 191.954568 \nL 684.569974 193.254218 \nL 684.639475 193.293286 \nL 684.778475 192.337107 \nL 684.986976 190.927169 \nL 685.056476 190.934427 \nL 685.403977 188.805566 \nL 686.09898 181.337313 \nL 686.16848 181.314221 \nL 686.863483 178.184174 \nL 686.932983 178.032629 \nL 687.141484 178.968814 \nL 687.975487 184.175697 \nL 688.044987 184.292794 \nL 688.322989 185.893081 \nL 688.461989 185.214712 \nL 688.60099 185.265862 \nL 688.80949 184.190289 \nL 689.087491 180.884522 \nL 689.573993 177.781905 \nL 689.851994 176.095579 \nL 690.129995 176.828329 \nL 690.199496 177.058915 \nL 690.338496 176.751773 \nL 690.477497 177.02648 \nL 690.616497 177.570751 \nL 690.755498 177.286962 \nL 691.242 173.811703 \nL 691.381 173.780559 \nL 691.589501 173.210117 \nL 691.659001 173.63414 \nL 691.728501 173.505847 \nL 691.937002 173.59946 \nL 692.423504 174.832819 \nL 692.493004 174.77025 \nL 693.188007 181.904887 \nL 693.605009 188.179683 \nL 693.674509 188.219229 \nL 693.88301 187.988805 \nL 694.02201 187.45213 \nL 694.786513 181.899662 \nL 694.856013 181.917556 \nL 695.064514 182.62621 \nL 695.203515 182.389726 \nL 695.412015 183.543711 \nL 695.690016 185.69981 \nL 696.176518 189.426822 \nL 696.52402 187.802651 \nL 696.73252 187.95984 \nL 697.149522 190.700396 \nL 697.914025 199.01259 \nL 697.983525 198.63137 \nL 699.23453 180.325377 \nL 699.443031 179.362677 \nL 699.512531 179.400094 \nL 699.582031 179.266888 \nL 699.651531 179.369878 \nL 700.138033 182.417212 \nL 700.207534 182.356804 \nL 700.763536 178.708021 \nL 701.180537 180.96686 \nL 701.80604 182.830187 \nL 702.01454 184.015354 \nL 702.223041 185.462386 \nL 702.987544 181.086488 \nL 703.057044 181.031788 \nL 703.821547 176.214933 \nL 704.030048 177.999965 \nL 704.377549 181.230707 \nL 705.003052 184.787728 \nL 705.281053 182.472854 \nL 705.350553 182.370724 \nL 705.489554 182.944684 \nL 705.559054 182.516581 \nL 705.628554 182.754587 \nL 705.837055 184.38217 \nL 706.115056 184.549436 \nL 706.323557 185.713572 \nL 706.462557 185.392737 \nL 706.949059 189.00689 \nL 707.296561 191.244748 \nL 707.574562 190.6897 \nL 707.783062 189.288112 \nL 708.061063 192.251246 \nL 708.130564 192.162849 \nL 708.408565 191.46106 \nL 708.478065 191.463357 \nL 708.547565 191.235679 \nL 708.825566 189.053587 \nL 708.895067 189.198252 \nL 708.964567 189.734513 \nL 709.034067 189.696818 \nL 709.103567 189.723083 \nL 709.173068 189.924005 \nL 709.72907 194.141441 \nL 709.937571 194.464531 \nL 710.007071 194.412932 \nL 710.146071 193.462254 \nL 710.424072 189.449094 \nL 710.563073 188.212508 \nL 710.632573 188.774971 \nL 710.702073 188.690374 \nL 711.049575 186.605989 \nL 711.814078 173.486359 \nL 711.883578 173.521882 \nL 712.231079 176.223898 \nL 712.43958 177.876256 \nL 712.50908 178.012954 \nL 712.578581 177.871611 \nL 713.343083 173.483624 \nL 713.690585 177.544541 \nL 714.038086 179.686233 \nL 714.107586 179.762289 \nL 714.246587 180.426857 \nL 715.15009 189.467376 \nL 715.289091 190.235328 \nL 715.358591 190.172075 \nL 715.428091 190.041089 \nL 715.497592 190.10872 \nL 715.636592 190.249427 \nL 715.845093 190.875045 \nL 716.331595 187.638617 \nL 716.679096 183.87141 \nL 716.887597 181.709704 \nL 717.374099 177.909757 \nL 717.513099 178.739689 \nL 717.5826 178.590421 \nL 717.860601 179.801732 \nL 718.138602 178.793996 \nL 718.208102 178.977158 \nL 718.416603 180.9429 \nL 718.903105 188.451574 \nL 719.250606 184.701347 \nL 719.737108 183.654102 \nL 719.945608 184.432728 \nL 720.015109 184.28074 \nL 720.154109 183.726573 \nL 720.22361 183.528436 \nL 720.43211 184.399443 \nL 720.571111 184.221789 \nL 720.779612 182.020516 \nL 721.127113 179.125054 \nL 721.474614 177.556204 \nL 721.683115 176.442744 \nL 721.752615 176.415735 \nL 721.822116 176.508466 \nL 721.961116 176.344734 \nL 722.169617 178.057355 \nL 722.517118 180.632645 \nL 722.586619 180.954466 \nL 722.656119 180.736204 \nL 722.725619 180.909487 \nL 722.86462 180.011491 \nL 723.212121 176.707523 \nL 723.768123 171.375145 \nL 723.907124 170.831851 \nL 724.393625 173.549332 \nL 724.741127 177.481402 \nL 725.019128 176.982981 \nL 725.992131 163.533767 \nL 726.061632 163.539453 \nL 726.270132 164.352703 \nL 726.826135 168.143255 \nL 726.965135 167.866621 \nL 727.034635 168.109567 \nL 727.104136 167.884091 \nL 727.173636 168.014459 \nL 727.312636 168.639849 \nL 727.729638 167.55332 \nL 728.077139 165.154135 \nL 728.14664 165.231341 \nL 728.21614 165.094673 \nL 728.702642 171.559034 \nL 729.397644 183.991018 \nL 729.814646 188.236446 \nL 729.953646 187.426282 \nL 730.231648 185.598397 \nL 730.440148 184.498847 \nL 730.579149 185.356624 \nL 730.92665 188.57535 \nL 731.135151 189.687392 \nL 731.204651 189.506595 \nL 731.482652 184.216226 \nL 731.691153 181.997394 \nL 732.038654 183.672091 \nL 732.108155 183.331752 \nL 732.525156 182.374498 \nL 732.664157 183.832993 \nL 733.220159 191.101791 \nL 733.359159 192.204193 \nL 733.706661 195.46158 \nL 733.984662 197.783802 \nL 734.471164 204.522839 \nL 735.096666 207.389544 \nL 735.235667 207.243244 \nL 735.374667 207.137652 \nL 735.791669 206.454754 \nL 735.930669 207.054044 \nL 736.06967 206.998413 \nL 736.20867 206.261006 \nL 736.625672 203.668033 \nL 736.764672 203.204976 \nL 737.042673 204.679001 \nL 737.459675 207.152357 \nL 737.946177 208.384122 \nL 738.363178 210.265015 \nL 738.432679 210.139596 \nL 738.571679 210.1543 \nL 738.71068 210.040116 \nL 738.91918 209.196149 \nL 739.127681 209.220312 \nL 739.197182 209.418066 \nL 739.405682 208.745685 \nL 739.544683 208.215388 \nL 739.614183 208.19797 \nL 739.753184 209.601653 \nL 740.378686 218.417633 \nL 740.656687 219.303427 \nL 740.726187 219.356284 \nL 740.865188 220.041695 \nL 741.560191 223.582394 \nL 741.768691 225.015825 \nL 742.046692 226.483273 \nL 742.324693 228.843398 \nL 742.533194 228.019473 \nL 742.880696 225.567282 \nL 743.158697 223.791945 \nL 743.436698 222.430925 \nL 743.714699 219.941198 \nL 744.0622 216.204217 \nL 744.340201 214.661916 \nL 744.479202 214.931167 \nL 744.548702 214.86474 \nL 744.618202 215.075157 \nL 744.687702 214.813224 \nL 745.591206 205.961228 \nL 745.660706 206.052495 \nL 746.008207 207.290471 \nL 746.077708 207.185284 \nL 746.355709 204.810128 \nL 746.63371 200.613551 \nL 746.70321 200.613551 \nL 747.398213 208.185594 \nL 747.676214 211.072768 \nL 747.884714 212.752112 \nL 749.20522 207.974312 \nL 749.34422 207.654234 \nL 749.483221 207.058339 \nL 749.761222 209.481475 \nL 749.830722 209.39681 \nL 749.969722 209.10961 \nL 750.108723 208.345663 \nL 750.803726 200.159192 \nL 751.568228 195.594556 \nL 752.263231 198.624637 \nL 753.097234 192.217726 \nL 753.236235 190.971861 \nL 754.417739 177.424285 \nL 754.48724 177.562411 \nL 754.62624 178.069982 \nL 754.904241 177.721973 \nL 755.043242 177.428058 \nL 755.321243 179.989249 \nL 756.224746 190.586908 \nL 756.294246 190.446549 \nL 756.363747 190.301518 \nL 756.433247 190.397692 \nL 756.711248 192.034032 \nL 756.850249 192.119183 \nL 756.919749 191.868214 \nL 757.058749 192.569177 \nL 757.26725 194.963965 \nL 757.475751 196.920811 \nL 757.545251 196.877028 \nL 757.753752 197.452785 \nL 757.823252 197.452785 \nL 758.170754 196.447251 \nL 758.448755 197.304202 \nL 758.657255 197.863464 \nL 758.935256 197.696212 \nL 759.421758 195.549504 \nL 759.630259 195.86767 \nL 759.83876 195.129273 \nL 759.90826 195.184106 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208.462401 \nL 770.5418 208.887822 \nL 770.680801 209.413245 \nL 770.889302 208.373107 \nL 771.028302 207.71377 \nL 771.306303 205.495634 \nL 771.445304 205.159128 \nL 771.514804 205.396438 \nL 772.070806 202.910686 \nL 772.279307 204.16519 \nL 772.418308 204.971826 \nL 772.557308 205.116397 \nL 772.904809 207.062876 \nL 772.97431 206.884429 \nL 773.252311 206.527286 \nL 773.391311 205.880279 \nL 773.530312 205.819152 \nL 773.738813 207.334276 \nL 773.877813 207.997826 \nL 773.947313 207.793282 \nL 774.433815 203.497178 \nL 774.503315 203.497178 \nL 774.642316 203.660829 \nL 774.711816 203.670855 \nL 774.920317 205.215897 \nL 775.128818 203.807081 \nL 775.406819 200.628916 \nL 775.476319 200.40884 \nL 775.545819 200.486443 \nL 775.75432 200.824482 \nL 775.823821 200.618973 \nL 775.893321 200.667152 \nL 776.171322 202.603613 \nL 776.240822 202.550625 \nL 776.379823 201.953049 \nL 776.588323 199.241219 \nL 776.796824 197.79825 \nL 777.352826 195.24232 \nL 777.908828 191.625781 \nL 777.978329 191.651403 \nL 778.603831 199.888145 \nL 778.951332 204.3409 \nL 779.229333 206.146954 \nL 779.507334 208.744567 \nL 779.576835 208.603976 \nL 779.646335 208.387097 \nL 779.785336 208.904711 \nL 779.854836 208.863856 \nL 779.993836 208.585117 \nL 780.063337 208.796109 \nL 780.132837 208.749954 \nL 780.202337 208.808546 \nL 780.341338 209.273027 \nL 780.410838 209.221977 \nL 780.480338 209.078524 \nL 780.89734 206.075108 \nL 781.105841 204.83626 \nL 781.244841 203.763278 \nL 781.731343 198.13758 \nL 781.939844 196.175631 \nL 782.287345 191.247859 \nL 782.634846 186.550536 \nL 782.843347 185.664945 \nL 782.982348 186.192639 \nL 783.121348 185.939438 \nL 783.329849 186.279588 \nL 783.46885 187.43861 \nL 783.746851 189.925648 \nL 783.955351 191.978753 \nL 784.372353 195.491387 \nL 784.441853 195.429194 \nL 784.650354 195.042279 \nL 784.719854 195.051036 \nL 784.928355 194.540043 \nL 785.136856 196.587784 \nL 785.553857 202.913448 \nL 785.623358 202.913448 \nL 785.970859 199.649353 \nL 786.10986 199.634808 \nL 786.387861 201.747998 \nL 786.596361 201.507975 \nL 786.665862 201.365089 \nL 786.943863 199.983329 \nL 787.152363 200.750134 \nL 787.221864 201.423872 \nL 787.291364 201.393062 \nL 787.360864 201.427976 \nL 787.499865 202.029285 \nL 787.777866 203.005833 \nL 787.847366 203.093241 \nL 787.986367 203.543497 \nL 788.264368 202.732716 \nL 788.403368 202.840449 \nL 788.542369 202.479183 \nL 788.611869 202.542832 \nL 788.681369 202.708018 \nL 788.82037 201.956735 \nL 789.028871 201.149642 \nL 789.723873 203.201844 \nL 789.862874 202.560584 \nL 790.210375 200.844873 \nL 790.279875 200.832109 \nL 790.488376 200.146653 \nL 790.696877 199.104361 \nL 790.766377 199.114145 \nL 791.113879 198.392251 \nL 791.183379 198.392251 \nL 791.46138 196.341109 \nL 791.739381 194.369721 \nL 791.878381 194.335849 \nL 792.295383 196.153432 \nL 792.364883 196.072531 \nL 792.573384 195.559287 \nL 792.920885 196.631718 \nL 792.990386 196.306542 \nL 793.685388 200.341312 \nL 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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Show traces and histograms\n",
+    "import pints.plot\n",
+    "pints.plot.trace(full_chains)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "R-hat:\n[1.0113954178762339, 1.007984065285739]\n0.22677203821858427\n0.12450143877137254\n0.22622582498477395\n"
+    },
+    {
+     "output_type": "display_data",
+     "data": {
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uSppYNsKpDVCnl9e0DdzpT6My+S0XKa5OmR1FCPGIkjvW0HGl1LE7fxwRQGs9UmtdEPiM+8x/rJTqqJTappTadvnyZUfs1mHSEcUXvlMgZ3n7JaNeaqmtEgnaQiPrZrOjCCEeUXLbCEL4b7C5GsBw4NeHPOcskCfJ/dyJy+5nBtDsXg9orcdqrUO01iFZsrjW+feuPrPIRAS8MNQ+jaOXuko6NhnFaWTZjNue4RPCSyX31NA/SX7Oaq2HYp/Q/kG2AoWVUvmVUn5Aa2BB0hWUUoWT3H0eOPwI2U1XWJ2hrXU5U2z1IWc5s+OY7k+jCgUt5ymmTj98ZSGEy0juqaEKSX5ClFKdeEhDs9Y6AfssZkuB/cAsrXWoUqqvUurfMYo6K6VClVK7gI+BNx7/paS8nj5TiSQ1QxNamB3FJSyxVcKmFQ2tW8yOIoR4BMm9auj7JLcTsA830fJhT9JaL+aOwXa01r2T3O6SzP27nGqWUGpbd9M//lWuk9bsOC7hH9KzVRejgWULQ3jJ7DhCiGRK7lSVtZ0dxN28Y/2Dyzq9/bSQuOVPW2X6+E6igDrHMZ3T7DhCiGRI7lhDHz/oca21+3YEewxF1Gmese7mu/iWt+YbuN8YRN5mqS2EPr6TaGDZwijbPdv+hRAu5lGuGnoXez+AXEAnoAKQNvHHq3SwLiJap2KqrZ7ZUVzOBTKz0ygk7QRCuJHkthHkBiporW8AKKW+AhZprds6K5irSkcUTawbmWl7hnACzY7jkv60VaKn73Ry4Vp9PoQQ95bcI4JsQFyS+3GJy7xOQ+sWUql45thqmh3FZS01KgHwnHWbyUmEEMmR3COCycAWpdT8xPvNgEnOieTaXrSu5YiRkz26gNlRXNZJnZ0DRh6es8oUlkK4g+R2KPsaeBO4lvjzptb6G2cGc0lXj1PFcoB5thokHVhN3G2pUYkQdRAi5fSQEK4uuaeGAAKACK31MOCMUiq/kzK5rtB5APxmq25yENe31BaCVWk46LlzNgvhKZLbs/hL7IPC9Uhc5MvDxxryPPv/YJdRgHMEmZ3E5YXpfJwyssCBP8yOIoR4iOQeETQHmgBRAFrrc3jbZaPhZ+HcDv6yVTI7iZtQ9kbjY6sgNuKhawshzJPcQhCXOP+ABlBKpXFeJBd1wN5hbKkRYnIQ97HEVglscXD4L7OjCCEeILmFYJZS6icgg1KqA7AcGOe8WC7owEIIKsJRfdfcOuI+dujCkCYr7H/grKZCCJM99PJRpZQCZgLFgAigKNBba73MydlcR8x1OLEeqn9on2dNJIvGAsWehz2zID4GfFObHUkIcQ8PPSJIPCW0WGu9TGvdTWv9iVcVAYCjK0DboEhDs5O4n5LNID4KDnvXr4wQ7iS5p4Z2KKW8t5X00FJInQlyS/vAI8v3NAQEQej8h68rhDBFcnsWVwHaKqVOYL9ySGE/WCjjrGAuw7DZGzsLP+fVU1E+NqsPlGgCu2dAXDT4BZidSAhxhwceESil8ibefA4oANQBGgMvJP77QEqpBkqpg0qpI0qp7vd4/GOlVJhSao9SaoVSKt+jvwQnO70FYq5B0QZmJ3FfJZtDfDQcXmp2EiHEPTzs1NBvAFrrk8APWuuTSX8e9ESllBUYCTQESgBtlFIl7lhtJxCSeGQxB/jucV6EUx36Eyw+ULCO2UncV77qEJgN9sw2O4kQ4h4eVgiSDqjzqKOsVQaOaK2Paa3jgBlA06QraK1Xaq2jE+9uwj7ctWs5sBiCnwb/9GYncV8WK5R+2X5EEHXF7DRCiDs8rBDo+9xOjlzA6ST3zyQuu5+3gT/v9YBSqqNSaptSatvlyyk4iNmVw/DPYSjaKOX26anKvQJGAuydY3YSIcQdHlYIyiqlIpRSN4AyibcjlFI3lFIOGzdAKdUW+yxog+71uNZ6rNY6RGsdkiVLFkft9uH+HTCtqFw2+sSylYQcZWH3NLOTCCHu8MBCoLW2aq3Taa3Taq19Em//ez/dQ7Z9FsiT5H7uxGW3UUrVAz4Hmmitbz7qC3CqA4she2nIkPfh64qHK9cWzu+Gs9vNTiKESOJRhqF+VFuBwkqp/EopP6A1sCDpCkqp8sBP2IvAJSdmeXQ3LsDpzVD0ebOTeI6yrcEvLWwaY3YSIUQSTisEWusEoDOwFNgPzNJahyql+iqlmiSuNggIBGYrpXYppRbcZ3MpL3Q+oKHUi2Yn8Rz+6aDCa/Z5HSLOm51GCJEouR3KHovWejGw+I5lvZPcrufM/T+RvbPtp4WyFDU7iWep3BE2jYbNY6B+H7PTCCFw7qkh93X1mP08dqmXzE7ieTLlh1ItYMtYuHHR7DRCCKQQ3Nu/HZ9KtTA3h6eq3dM+T8Ea1+s/KIQ3cuqpIbdki+fCytEcMkrz+sA9wB6zE7m14O6L7rn8xNNvwPaJUKk9ZC2esqGEELeRI4I7hf1OdnWNCTYZW8ipave099b+7T2wJZidRgivJoXgTpvHcMzIziqjrNlJPFuaIGg0GM7tgPVDzE4jhFeTU0NJHV4OZ7Yy0faGfXYt4TT2U0Z+DPetxvMrvqbdkgTWGvZRzU8MlL4bQqQk+bT7ly0elnSHTAWZbqtrdhovoege34FDOjcjfEdQUN3V8VwIkQKkEPxr0yj7AHMNBhAvB0opJhp/OsR3JR4fpvgNIBcpOKigEAKQQmB3ciOs6GsfTqLws2an8TpndFZei+tBILFM9fsGwuXIQIiUJIXg6nGY/QZkyAfNRoFSD3+OcLgDOi9vxH1GZhUBE5+XYiBECvLuQnD1OExqbO/c1HoqpM5gdiKvtlMX5vW47vbJayY1lvGIhEgh3lsIrhyxf/OMi4TXf5dOTS5ipy4MbedC5EV7MZAZzYRwOqX1o048Zq6QkBC9bdu2R3rOnb1bg9V5Zvn1w4qNtnE92a/zOTKicIBK6gBT/AZwWOeiTVwvIglIkctKlVLbtdYhTt+REC7E644IsnCdyb4DsWKjVdwXUgRc1FZdjE7x/6OYOs1I3+FYsZkdSQiP5VWFwIcExvr9QJCK4K24bhzRuc2OJB5glVGOXglvUcu6h94+k82OI4THcmohUEo1UEodVEodUUp1v8fjNZVSO5RSCUopp4/5/D+fOZS3HOGT+HfYrQs5e3fCAWbaajM24Xne8FkGu2eaHUcIj+S0QqCUsgIjgYZACaCNUqrEHaudAtoBTp/RPEQd4F3rQqYn1GaxUdXZuxMO9G1CazYbxeCPj+DyQbPjCOFxnHlEUBk4orU+prWOA2YATZOuoLU+obXeAxhOzIEVG/18J3KOzPRNeM2ZuxJOYMNK57gPwDcA5nWwDwcihHAYZxaCXMDpJPfPJC5Lca9al1Pccor+8W2Jwd+MCOIJXSYjNB4K53fDapnQRghHcotBdZRSHYGOAHnz5n20J8eG8z+fuayzlWSJUckJ6URKCZ5k4Xvfp2m6ejAvLMvEAW3/XZDRSoV4Ms48IjgL5ElyP3fiskemtR6rtQ7RWodkyZLl0Z68cSQZVSQDEl4BZPgId9c3/nWuE8hA33FYnHtGUQiv4cxCsBUorJTKr5TyA1oDC5y4v7tF/QMbR7LYVplQnT9Fdy2cI5xA+sa/RjnLUdpal5kdRwiP4LRCoLVOADoDS4H9wCytdahSqq9SqgmAUqqSUuoM8DLwk1Iq1KEhNgyHuCh+SHD6lakiBS0wnmKNrTSf+MwmiHCz4wjh9pzaj0BrvVhrXURrXVBr/XXist5a6wWJt7dqrXNrrdNorTNrrUs6bOfRV2HreCj1onQc8ziKrxLewJ+b9PB1+pXHQng8z+1ZvGm0fUC5Gp+YnUQ4wTGdk7G2F2hhXQsnN5gdRwi35pmFIOY6bP4JijeGbHf2YROeYmRCU87oIFjUVfoWCPEEPLMQbP4JboZDzU/NTiKcKAZ/+sa/BpfCYPMYs+MI4bY8rxDEhsOmkfZpJ3OUMTuNcLK/jBAo0hBWfgPXTpgdRwi35HmFYNMYezGoJUcD3kHB89+DssLCj8DN5tcQwhV4ViGIugIbRtjbBnKWMzuNSCnpc0H9r+DYStgy1uw0QrgdtxhiIjmCuy+il88U3rRG8uyumhzduejhTxKeI+RtOLwM/uoFearIFwEhHoHHHBEEq/O8Zl3GXFtNjmpTxrYTZlIKmo6CgCCY8SqEP9ZoJkJ4Jc8oBFrT12ciN/FlUEJLs9MIs6TJDK/MtLcR/doCblw0O5EQbsEzTg2FzqemdS9fxb9uH65YeJXg7refBqxm+ZCfbw7m+uCq5OwwG3LLXPRCPIj7F4LwM/DH/9htFGCKrb7ZaYQL2GiU5KW4Lxnr9wOMrwdlWkGl9vaCoOwj0N5ZPITwZu5dCGzxMO8dsMXTJf59bFjNTiRcRJgOpuHNgeytu8/e2WzPDAjMZm9Izh1CJZXALl2IeDf/ExDCEdz3r0Br+3XjJ9dB87GcmB5odiLhYm4QAPX7QI2PYf8fcGwVnN4E+xcwOxVEan/+MkKYkVCbLboYMl+F8FbuWQgMw36Z4K5foVZ3KNsKpsuhvrjbf6eAMgDNgGZkJIJKloM8Y9nFC9bNvJhqHZuNYnwb35qTJmYVwixKu1lPTP8chfT09kVobl3PhITn6JPwOvJNTjyuVMTR0rqK931+J7u6huoTsV1rLa3Lwqu43RFBYXWW5tbLfBffklG2pkgREE/iJn5MsT3LXFtN3vVZAEw2O5IQKc6p/QiUUg2UUgeVUkeUUt3v8XgqpdTMxMc3K6WCH7ZNCwavxPVklK0ZUgSEo0Tjz/fSB0V4KacVAqWUFRgJNARKAG2UUndODvA2cE1rXQgYAnz7sO0e1rnYYJRydFwhhPBazjwiqAwc0Vof01rHATOApnes0xSYlHh7DlBXKfXAr/lyiagQQjiWM9sIcgGnk9w/A1S53zpa6wSlVDiQGbiSdCWlVEegY+LdyJPfvnDQKYkfXRB3ZHUxku/R5TM7gBApzS0ai7XWYwGXG19YKbXNla8wkXxCiORw5qmhs0CeJPdzJy675zpKKR8gPfCPEzMJIYS4gzMLwVagsFIqv1LKD2gNLLhjnQXAG4m3XwL+1u7WsUEIIdyc004NJZ7z7wwsBazAL1rrUKVUX2Cb1noB8DMwRSl1BLiKvVi4E5c7XXUHySeEeCi361kshBDCsTxjYhohhBCPTQqBEEJ4OSkEQgjh5aQQCCGEl5NCIIQQXk4KgRBCeDkpBEII4eWkEAghhJeTQiCEEF5OCoEQQng5KQRCCOHlpBAIIYSXk0IghBBeTgqBEEJ4OSkEQgjh5aQQCCGEl5NCIIQQXk4KgRBCeDkpBEII4eWkEAghhJeTQiCEEF5OCoEQQng5KQRCCOHlpBAIIYSX8zE7wOPKHBSk8+TNZ3YM4SH27j+MLSZCmZkhKChIBwcHmxlBeLDt27df0VpnuddjblsI8uTNx7I1m82OITxEzvxFzY5AcHAw27ZtMzuG8FBKqZP3e0xODQkBWCzypyC8l/z2CwGkSuW2B8dCPDEpBEIA8Qk2syMIYRopBEIAhqHNjiCEaaQQCAFYpY1AeDE5MSoEoJEjAlcU3H3RfR87MfD5FEzi2eRrkBCAqR0IhDCZFAIhAMMwO4F4FAHEQtgCiLxkdhSPIKeGhAAMqQRuo6FlM319J8CsCLCmgmrvQ50vQNp5Hpu8c0IAWksbgTvIyjUG+47hvM4MradDyWaw7gf4sxvI/+FjkyMCIQCrVb4TuYNPfWfig43O8R+yplgjKNoQArPBhuHglwbq973vc6Xh+f7kt18I4RaKqlO8ZF3DBFtDTulsBHdfRHCPxQT/XYUpCfVg/TD6ff6e2THdkhwRCAEkxEvPYlfXwrqWOG1ldELjOx5RfJnQjkwqgi98p8KyIKj71V1tBrnVZUqq42RR4ew2ChKqgzHkuzAghUAIAHx8rWZHEA+gMHjBupHVRlnCCbzrcQMLH8Z/wFU9idfWD4MDi6BMa0idAa4cghPrWJcq7LbnbDWK8HZcNyJIk1Ivw2VJIRACKQSuLkQdIqe6ykBbm/uuY8PKFwlvstEoQcfLiyi3sj8A0ToVO41C/G20ZYtRjKs6LXWsO/nCZwoz/PrTMu6LlHoZLksKgXBZhmGwZdMGViebAj8AACAASURBVK1YRujePRiGQakyZWnRsg1FihV36L6sSrqUubLG1o3EaD+WGxUfsqZisVGVxXFVSUMMAdzkKmmxcXuhn2J7llM6GxN8v6Ozz2/Ay07L7g6kEAiXExkZya8Tx/PT6JGcPXUCi8VCgcLFsFgsrFi2hCGDBlCkeClq1KxJcP4CFCtRiuo1auHj8/i/zsoihcB1aZ61buNvoxzR+Cf7WVGkJorU9318tVGWubYavGldAlePQaYCjgjrlqQQCJcRfv06Y0eP4KeRI4gIv0bFKtV5v+vn1KrXkLTp0gNw5dJFliycy7JFvzFj6hSiIm8A0KbdOwwb8eNj79sqhcBlFVZnya6usdoo6/BtD0poRSPrZlL93R9e+sXh23cX0mQuTHfp0kW++6YvFUoVZtA3falY5Smm/LacCXOW8MKLrW8VAYCgrNlo+/Z7TJr3FxvCzrJy5zHqNmzC3OkTiQgPf+wMqX3lT8FV1bTsAWCdrbTDt32JjEy11YOw3716uAo5IhCmiLxxg43r1zJl8mRWLF1IfFwcz9RvxPuf9KJoieT9wSulyByUhfQZMmKxWLFYH7/BV9oIXFcNy16OGjk4R5BTtj/T9gwdjUWwaxo8/ZFT9uHqpBCIFHPl8mXmzJzK77/9xq5tm7DZbKRLn5GX275N6zc6EFyg8CNv8/CBMP6YN4Pnm7ciMPDuywqTK85mzlhDSqmOQEeAvHnzmpLBlfkRTxXLfmbYajttH0d1Lsj7FOyYBNW7gBd+KZBCIJzu7JnTfPN1f+bPnEJCfDxFipeiXaePqPxUTSpUfopU/slvAEwqOiqSzzq/SWDadPT/ZsATZYyJM6dDmdZ6LDAWICQkRAbLuUNFyyFSqzjWGo4/LXT7jt6A+e/AyfUQ/LRz9+WCpBAIp4mNjWXksO8ZOmggNsNG81av06bdOxQq+uSXfhqGQY8P23P8yEGmzV1IlixZn2h7FmksdknVLftI0BY2G469XPguxRvDwo8g9DcpBEI4yoZ1a+jyXkdOHj/Ksy805+PP+5Mzt2NOfWitGdy3Jyv/WkT/b7+ndt36T7xNm02+jLuipyyh7NYFH3gZqEP4pYHC9WH/Amj4LVi8q4OhXCohHCo6OprePbrRvFE9bDaDn6b+zuDRkx1WBAAmjB7Crz+PpON7H9Dh3Q8csk1fH/lTcDmxEZRRx1hvlEyZ/ZVsBpEX4fTmlNmfC5EjAuEwofv20P6NVzl66AAvt32brl98TUCAY8dxmTNtAkMHfEmDxi3oO2AwykENe3JqyAWd3ICPMtiYUoWg8LPg42+/lDTfUymzTxfhMoVAKXUCuAHYgAStdYi5iURyxcXFMez7bxkyaAAZMmbip6m/U61mnfuubxgGe3ZsYeVfi9gbuo+bMTE8U7suzVq+RpZs2e/7vOV//k7/Hh9R/Zn6jJ84GYsDZ6SySh1wPcfXEKt92WE8+tVkjyVVWihUzz4F5nMDvGrGM5cpBIlqa62vmB1CJN/undv58P1O7N+7i0bNWvJZn2/JmOne13tfunCehXOnMWf6FM6ePIqPjy95ChZBKQsjvuvLr7+MYf7yTWTKnOWu527buI7POr9F6fIhTJ05Bz8/P4e+jvCoeIduTzjA8dVsM4pwE8f+Xz9Q8cZw4A84txNyP2xcI8/haoVAuIno6GiGfPcNI4YMInNQVn4Y+yv1Gja9a71LF86zdeNa5s6Zzo71KzFsNkqUr8JL7T+kap2GpEmbDoAd61fy1btt2LR2FY2a3T4A2PEjB+nSoQ158uVn1ryFBAQEOPz1xEbHOHyb4glEnIOL+1hntE7Z/RZ5Diw+cGChFAKTaOAvpZQGfkq8vlq4mPj4eCb/MpbvvxvAlUsXad76dT754hvSpktPfFwc27dsYPO6lWzbvo2Th/dz/Z/LAGTOmoPm7d6jfrM25Mx39+Be+YvazwOfP3vqtuU3IsL58K1W+Pr6Mmv+H2TMlMkpr0t52VUiZrnfdJF3TRV5eBkAfxvlnR0JuD3XFN9i5Fwzg7rLK3nNFJauVAie1lqfVUplBZYppQ5ordckXSFpL8zceaQXZkqKjY1l/uwZDP1hEMePHCKk6tMMHj2ZCpWf4vLFC0wcM4xZUycQfvUKPj6+5C1UjIo16hJcuDglylemQPEyWB8wBMSaP+cDUKNOg9uW9+vehTOnTjB/0XLy5gt25ksUruTwX5AuN4cu5U7xXS81KtHfdwIF1dkU37dZXKYQaK3PJv57SSk1H6gMrLljnVu9MMtVqCgXfqeAiPBwpk2ZwPAhg7ly6SKFi5Vk2PjpPPPs81z95woDvviEOdMmkhAfR0iNetR/8RXKVa2J/yNcLRQTHcXs8cMoFVKNIsX/u0Jk5V+LWLJwLj1696Vqded28rH6yBGBy0i4CcdWQemX4VLKt+L/ZQuhv+8EGlk2k/i90+O5RCFQSqUBLFrrG4m3nwX6mhzLqx3YH8qQ77/nz9/nEBsbQ+Xqtfhm2HiqVK9F5I0IRnzXlynjRxIfH0e9pq1p8fYH5MgTfNs2EuLjObB7K2E7thB+7R9SpwmkSdsOpMtw++md3yePIeLaVT7r1e/WspiYaAb27kahoiXo/NEnTn+9Mh+BCzm5AeIi7efr16f8GFCXyMgWoyiNrN7Tn8AlCgGQDZifeE24DzBNa73E3EjexzAMli1ZzOhRI9mwejn+qQN4/sVWtGjTjlLlKhJ38ybTJoxh9NCBRFy7Ss2GzWnz7ifkCi54axtxN2PZvXktG1csZsOKJURHXAPAP01absZE8efcqYz5bTVp02cE4MqFc8z95Ueeqv8CZStWubWdX0YN4fzZ0yxYshJfX1+nv3bpUOZC9s0B3zSQvyawypQIi2xV6eM7CS4fgixFTMmQklyiEGitjwGOn3VCJEt0dDSzpk9h5LAhnDx+lKzZcvB+1160eqM9GTJmRmvNssW/M6h/Ly6cPkHpStV5q+uX5ClYhOMHw1i1aC7nTx1n+/atHN+zhfjYGFIFBFK0am1K1WxAcJnKBKTLwJ6VfzDr6/9x+thhSpSvDMCkYV9jGAZf9Bl4K8/lixeY9NNwnnvhRaefEvqXI/skiCcQGwH75kHpl+zDPpjkT1tlvvSZjCXsN6j1qWk5UopLFAJhjn+uXGHc6BH8PHY04devUapsRb4bOZG6DZvc+ha+ZcMaBvbpwZGwPeQtWJSeQydwI/w6owb349iuTdgS7NffK6XIkq8QFZ5rQdEqtSlQvio+vve+/ts3sQ/Agd3bWb1oLm+/35VcefLdevz7/p+TkBBPn/5fO/kd+I9hSJOTS9g3F+KjocIbpsa4REa26qJU2TcXanbz+KGppRB4oRsREfw4dDA/jRpBTHQUdZ57gbbt36dC5aduDdlwaP8+vvvmK7asWkqWHLno2L0/l8+f5fuenbkZHUWmnHmp1vx18pasQJa8BUmfNSd+/qkxbDaunDnOucOhZC9QDD///wYLC12zhDQZMlOgWGlsNhtjB/YkU9bsdPjgvzaAjWv+ZvFvs/j4s88pULBQir0nNsOc+QhEElrD9omQtQTkMv8a/oW2alS5PAHO74ac5cyO41RSCLyI1pr5c2bS89OPuXrlMs+98CKd/teDgkWK3Vrn0oXzfNOvF38vmEWatOlo9c7HxMfdZOLQb4i/GUOpZxpRtelr5C1Z4bZxfi4cO8iWBVPZvXoJN2/Y2wUy5C3KhyNn4Zc6gKvnTxO2fhnNXnsHq9XKktmTORK6mwHDfyYgjX1CmX8uX+Lz/3Ukf6EidOn6WYq+NzJnsQvYMQnO74ImI1ziG/hCWzX6+0+F3dOlEAjPcP3aNTp1eIu/l/5BqXIh/DhhNqXK/fetKyryBj+P/IHJ40di2Gw0e6MT6TMFMfvnkcTcuE6pZxpRu21nsub771u6LSGe/RuWs2LmJC4f3I7Vz5+c5WuRo0x1Yq5dZu+cERzdsYHi1euxZsZPWCxWmrTtyKVzp5k4pB+lK1W/1YvYMAw+/6gjEeHXmbPgT1KndvKww3dygQ8er3btJCztZW8gLtfW7DQAhBMIRRvC3tlQvx/4pOBQFylMCoEXCAvdyysvN+fShXN8/Hl/XuvQ+VbnLsMwWDh3OkMGfMnVyxep1ehFylevzbSxw7h08ggFyj9Fw3c+I2P2PFy/dJbD29YSceUiZw7sZt/6v4m5dok0QTkp07IL+Ws2I1WgfaL5kxsWA5AhW04unz7Gjj/n0Kh1OzJmycaXnVqjDYNvh465dVTx88jv2bBmBYOGjaRESSfPRnUPFikEplAYNLRsgXEfANp+NOBKDfdlX7GPRnr4Lyj+gtlpnEYKgYdbv3Y1r7V6kYCANEyYs4SyFSrfeuzQ/lB6ffoBB3ZtpUip8rz3xSDmz57K0M8/IGOOPLTo9i0RVy8zbcBnXDt10H4ON5GPfxqyFg+h4us9yF72aSx3DNFwYv0fpM6YlSzBhfn18474pQ6gZYePmPvLj+zetIbeA4eRO28wAJvWruTHQf1o2PRlXn+zQ4q8L3eSM0Mpr4llPV19ZpPPcgnSl4XmYyFjsNmxbleoLgRmg51TpBAI97R65QravtyM3PmCGT1lPtlz2rvrx8REM3JQP379ZTSB6dLzQZ8fiI2J5rvP3sWwJVCzTSdsCfH8NuxLbHGxZC5UlpJNO5IuV0H802UidcYsBGTOgcXqQ2zENRJiovFLk/bWfq8eD+Ni6CbqvfUxBzes4Mj2dbT/tB9njh9h6shvqdGgKS1eeROAs6dP8un77ShQuCijfhrnsPkFHlXsTXPmLPZGFgy+9vmZNj4r2W0U4Pu4lgxv/xVYnd9f5JFZfaF8W1g3BMLPQPqUH/IiJUgh8FAb162l7cvNyJu/IONn/nFraOg9O7fy2QcdOHvyKA1efp3ajV/mx4G9OR22k4IVqhNcphJr50wkLiqcvFUbUKJxe9LlzH/btg3Dxrkdq9izaBqRJ3YBEBhcjoa9xwOwd84I/AIzULZOY8Z2aUWOQiWoVq8R3V5tRPbc+fj2h1EopbgZG8snnV7HZrMxdeY80qQx77pxOTOUcl61LqeNz0rGJDRmUEJLbFgZ7opFAPtgdLlVHtb4aYZ915ththbAPQbJc3NSCDxQWOhe2rZqTs48eRk3YyEZMwVhs9kYN2IQY4YOJHPW7Hw1egbHDuyl59sv4uefhnpv/o8dq//i6MShZClakXKvfELGfEVv266REM+pzUvZPW8sN/85g1/GHGSv2ZaIw1uIuXAEgPO71nAxdDON3vuc5ROGEHX9Kl+NmMwPPd4n6kYEY6f+RmDi0NMDen9C6J4dTJo+lwKFUmjykfuQGcpSRlau0c1nJmttpRiY0Bpw/ff9jM7KWqM0rXxWMsLWHMMDZ/iVQuBhzp87S8tmL5A6dQCjp8wnU+YsXLl0kS6dXmfv1g3Uer4FzV9/l+/7dON02E5K1HiWoNwF+HvyCHzTpKNKx/7krdbwtlM0cVERHF01jwNLpxMfcZnU2QsS3LI3GYrbe/1e3b2MNLmLY8THsWvGD6TNHkxgxiB2r1hA605dWbNkPqHbN/H10LEUKV4KgD/mzWDe9El89El3Gr7QxJT3KilfX8/743ZFH/vMJhUJ9Ep4C3coAv+abqvDGOtQalr2sMrwvEtJpRB4kMgbN2jVoimRNyKYPH8ZOXPnJXT3Dj5o/wo3rl/lw75DAMWn7ZpisVho8E53tixbSNjav8hTuT4VXutOqrQZiYuK4NrJA1w/fYgTOzdz49h2jLhYAgtUIE/jj0hXuMqtQnF9/zrirl+g4qsfc+DPyURePE3LnkNYOLwPuYqWIU/BIgzq9g6NWr9J4xZtADh2+AD9enxExSrV+fTzL018x0SKuhlJY+tG5tuqc1Lff0pSV7TCqMAVnY5W1pVSCJJLKeWrtY6/Y1mQTEPpPDabjXavv8Lh/fsYPmEWRYqX4u8lC/m081tkyBzEl6OnM23iWPatXky+0pUoVrU2yycOw+LjS9V3BxBUpDyH/prG8U3Lib188tZ2/TJkJ2OZegRVakJA9oK37VMbBhdWTcEvYw7S5czP5p8+J0/l+uz8ax4JcbG079Kd77p1pEip8vT7ejAAsTExdHuvHf6pU/PL5Kn4+LjGd5GEBHN6FiedYyNvXg+fY2P/QtKom8y11TQ7ySOLx4e5thq8ZV1CEOFmx3E4h/4VKqVqA1MAf6XUDqCj1vpE4sN/ARUcuT9hp7Xmow8/YM3yJfTs9z01aj/LlPEjGdy3B4VLladt588Y1KMz4ZfO80zbzhw5eICl474ja/FKlG/7GSfWL2TzuC/RRgKB+cqSo0w9AnIWIXX2AvikyUj0mf2E719H5PFdZCj+NH4ZsgFwLXQVMReOULlDX3ZM+RarbyqKFC/OiknDaf9pPyYN7Y+Prx8//jwNXz8/DMOgR5f2HD4Qyox5f5AjZy6T37n/2GzmjDWUdI6NkJAQzx7waPd0ThpZ2aqLPnxdFzTL9gzv+CyiuXUt8IrZcRzK0V/HvgOe01qHKqVewj7T2Gta60240wlBNzNs8LfMnDyOdp260PL19vzwdS8mjhlGtbqNKF25On06tyUwQxBNPurLsimjiP7nAqVf6kxA5hys+KY9CdHhZCxTjxy125Eqo/2Q3UiI49qeFZxdPQPb9TPY//s0Z5f/TKkuk7H6B3Ju2ThS5yiMLT6eywe28UzbzqyeNoaiVWtz+tghThwKY+SkObcuW/1xUD9W/LmAr77+jjr1nzPvDbsHsy5b9RrhZ+H4GubZXsRdPwqO6lzsMgrQ2LrR7CgO5+hC4Ke1DgXQWs9RSu0H5imlPsM+J7FwsJ/HjuKbvl/wfPNWdO7Wm64fdmTF7zN57uXXuBwRzdgBn1Oo4tPkK1WRBcO+xD9DEE//byh7l87l+r4fCchdnIJtBxCQ0z7mupEQx5Vtf3B+1TSMmGtYM+YjsHon/PKGcGPtSOLP7cXi58/FddOJD79ESNtP2PZLX4KKlCd0zZ/4B6bj2QYvMOKrrrTr1IUadewf+BPHDGP8j4N5sc0bvPvBR2a+ZfcUGxVtdgTPdnQFoPnTqHzPh+83l7Gr+cNWjV6+U+Gfo5C54MOf4CYcXQjilVLZtdYXABKPDOoCfwCe8665iF/GjaZH1y7UfvZ5Pv9mCO++2Zqta5bR7PVObN28nrMH91L9pbc4dvgQKyYNI1eF2gTXaMKmcX2Jj7xKjjpvke3p1iirFW3YuLp7GWeWTcCIuoJPtuIE1ngX3xylUUphxISTcGE/qYKrEh95jYvrZpKxdB2OrZ6HYUsgZ65c7Fm5kw/6/MDPg76kcKlyfPCpvSF4yviR/PB1L559oTmjxox10W/frpjJgxxdCYHZORTr3h2yFtuq2AtB6Hyo6fyZ81KKowtBd+yzjV34d4HW+oxSqhbQ2cH78mqjhg/hq88/5Zn6jeg9cDjtX32R/Ts307zdeyxbMJu4mGjqt/+E9fN+JTbiH8q2+ZibN66zfvjHpMqUk6LtRxCQy36uNvLkXo7NH4Lt2kl8ggoSWP0dfHOUuu0DO3rXbLQtjvyN3ub0ouEoHz9yFSnOvrkjCWnUkm2LZ9Hk1Q4snDoeq48vP46fhq+vL1N/Gc2gPt2p16gpv0z61WUngPFJ5bkDipnOMOD4aihUH664d8E9RxDbjcJUDP1NCsH9aK2XK6WsSqmpWutXkywPB1JulhEPZhgGfb/owajhP/DsC835uGc/2rV8nrMnjtKo9ZssmDqOtJmyUrZuU5ZPGEpApuw81XkQO+eOI+p0KJkrNCRXw/ex+qXGiL/JueXjubxpHpY0QaSt9SF+wdXu+sYedz6U2IPLyVL1RaJO7Cby2A5KNOnA/gXjyVK0AntWLiJ3sbJcPHeGU0cO8OPEOeTIlYefR37PsIFfUee5F5g4ZRp+fq77YWvIfATOc3EvRP8DBWvDFrPDPLnFtipUvPgrXDvhemMjPSaHfz3TWtuAfEop1/2rd1NRUVG82vplRg3/gdZvdOSdj7rzWovnuHj2FNWfbcyi6b+Qs3Ap/LPmY/3s8eQsV5Myrbqw8acviLl0nOCXPidv00+w+qUm+sJR9o3owOVN8/Av9hwZmgxE2+K5Ov8zovcuuLVPI/YGkWtHYkmXnUzlG3B26RgC85fnzPa/8fFPDTERWH18KFs+hM0r/+Tjz/tT/Zl6DP+2D8MGfkWjZi35dcZsly4CAKlSueYQBx7h6Er7vwWeMTOFw6wyEmfVPfq3uUEcyFkXcR8D1iulFgBR/y7UWv/gpP15vFMnT9C29UscCttLt94DKFGmAu1aNMBitZK7RAVWL55HsafqcupQGLHXLlP2lU+Iu3GNjT92wz9bfvK3+gr/zPbzs9f2reTEvG+x+AWSrn4PrGmzcW3hF+jI8wBE75yNf7H6KKsfN9b8iBEbQeG3fuDU74NRVl8yBGXmzLZd5C9TmRN7ttDktXf4ffIY6jd/hbbt3+f7fj2ZPO5HWrzSjh9Hjbk15LUrC/B3jf4MHun4ashSDNK6Vyey+zmqc0K63HBkBYS8ZXYch3DWb//RxB8LkPYh64qHWL70Tzq9/QYazYgJs4iJiaHjK03IlDU7KlUAR3esp8TT9TmwaRX+6TPz1AeD2fX7JCKP7yRzhYbkbtgZi58/AJc2zuXsklH4ZC1Kujpdib90iGu/dwelsOarhe3UelSaLGDxJWrrFOLP7SZP44+5tudvYs4dIn+t5hxfPZ8C5apybNcm6jZrw6JpP1Om8tN8M2g4X3/+MbN//ZlX3uzEkGHDXbRh+G5ySZuTGDY4s80+Gb3HUEy/Wpjnw1dQvvsCbNwxBLsbDkjnlEKgte4DoJQK0FrLdXmPKTo6mu6fdmPGJPsYPT/89CvLlyxg6De9yV+sFFev/kPUpQtkLVGFsHXLyF6qGgXrvMymn/thxEaRt+knZCrf4NaH8aUNszm7dAx++SqTtuYH3Dy+gch1Y1CBOfDJ+zTxhxaCbwAZG35B7L6FxO5fQpZqLVBKcWXLb+SqWIcTaxeQMbg4x3ZtokjlWmxYtpAc+fLz4/ipDPiiK/OmT+KD/3WjV5+v3aYIAFIJnOXyAbgZAXmqmJ3EodYapWnjs5Jy6gjb3bSDXFJOuYRDKVVNKRUGHEi8X1YpNcoZ+/JU+/bupm6NqsyYNJbX2r/PxDlLGT5sMEO/6U2pSk9x7vRJ4uPiSJMtHxdDN1H0+XYEFavI+hH2NoAiHUaQucJ/g8dd2bbIXgSCq5K2VhduHt9I5LrRWDLktxeBg7+hfPzJ2LgfsUfXEL1zJqkK1iBd4cqcXjSMNHlKcjF0MwFBOYg4e5ScRUrxz8nDpA5Iw7hf5zPiuz7Mmz6Jjz/t6X5FABmG2mlOJ7YO565kbg4HW2eUwqYVNa17zY7iEM46NTQUeA5YAKC13q2Ucr8BRkygtWbKhPH0/PR/pEufgdFT5lO6XEXefas1uzevpeLTddm5cTUZsuYkOiaGyIunqNyhL4c3r+banhVkKPkMeZt2xZoq4NY2r4et5fTCIfjmKkfaGp1JuHSQyPU/YckQjEqfh/iw2ajA7GRo2IvY/UuJ2bcAv/xPkbf2yxyd/Bl+GXJgu3EJq18qbNE3SJc5K5b4WKIjI5g4ZwlTfx7F7F9/oUvXz/is11duVwQAomISzI7gmU5vgYAgyFTA7CQOFUEgYTofIeqg2VEcwmktZFrr03d8IMgUUA8RFRXF+506svi3WTxVsy7fDB/HjYhwWr1QmwtnThJSsx7b1iwnR8HiXDp9HL/A9FT/4Hu2zRhB9LmD5KjzJtlqvnrbB/GNYzs4Prs/PlkKka72/9C2OML/HgLaho6LxDi5GkvWMmSo8yGRm34m7sRG/IvUI2+t5hz9tTs+AenwsWpuRkWROk0gtnhNUFAQxw7sY/TkeaxdsZQp40fS8b0P6PllP7csAiBHBE5zerP9tJAHvsHbjSK8bF2NFdtd7QTuxlmF4LRS6ilAK6V8gS7AfiftyyOcPHGcV15uztFD++ncrTftO3dly4Y1fPzOa6AU+cqEsG3NcvKUKMfp/bvJGFyc0i06s+GnL7DFRpK/dR8yFKt+2zYjT+3jyNReWNPlIF29z1A+qYg7uRXibgCg42MIfPpdfLIWI3zZ19j+OUHO+h1Jk7ckR6d8hiVVAP5p0hB56QwZgrITee0KxcpWZM/mtQwc8Qvnzp7ix8H9aPxSG/oOGOy2RQAgPl6+pzjKv8NFZCSCnf5HGXCxMj+5yRASj2KHUZh2Pn9RVJ0mTAebHeeJOKsQdAKGAbmAs9hHHn3PSftye5s2rOO1Vi9iaM2oyfOoVrMOU38ZzeB+PcmRJz/aNxXHdm4ic8HSnA7bRe6QeuSp8izrhnfFmjotRduPIPUdQ0RHntjD4SndsQZkIv2zPfl/e3cdFlX2BnD8e2YYSgE7QVGxC2vtXl27dXHtXNdYu3Yt7O7u1p8da3dhYReK2IUoKh0zc35/DOvqri3DHeB+nocHmLkz9517B965J96jsUkK8Pa7Xb462OWviz7Alzc7/gSjkay/jACh4fbyfuiSJMfe0Yk3j/1IldGVwCf3KVKmEmcO76H3oFEkS56CLq06UKr8j8ydv8hiZwx/KYNebRqKbYU0plXrzhuVXX3OXM5LU32uwhpfrhtclQ3mO5krEeR8d2YxgBCiNHDiUw8SQmgBb+CxlLKWmWKzKFs3radLxzakz+jCrKUbSJMuAz06t+XQXxtwL1meBw/u8ebRfZK75ual3xVyVm9J0jQunJw9ALv0bmRtOhxrx9TvPefr60e5u340WofUOP00GI198rf36dLlJlXrtUijkbBLGwm/tBFt8kzkaD6CoFsnebx3PrZpsmBro+PNY1/SZs6O/71blKlah2O7t9CyYzfKVqpK87qVyZYjNyvXrEOni/+TsaQ6szjWFdT4oZcarsbzf5LmGgAAIABJREFUT8sf80im4rlMRmGNLysNVZQO57uYKxHM4L9rD3zotn/7uwnJ0RxBWZrlixfQt0cX3IuWYNqiNURGRNKsQVV8r17kp4bNOb5/JwaDniRpM/Hqvg/uzfoRFfKac8tG4eBWjCw/D0Vrbff2+aSU+B9fy9P9i7BKkx3HSn3Q2P73UBojQwk+OoPoxxexcStP9vpdebRrNq+vHjKtPhb2kjePb5Mxe14e+VymUp0mHNy2jgq1GtGucy+a162Mja0tazduJalDwpgmotGqE8piWyFxm1vShXBslQ7FTISp7pC4pXQg3y22F6YpCZQCUgsher1zlyN8ujdFCOEM1MRUk6jXp7ZNCObPns6g/r0pU7Eqk+at4J6fL7+1akRYcBBNOvZg8/J52DskQ2iSEOL/kJKdx+J71osXZ7aSwv0nMtXphXjnn5chIgSfVSOJenAW6yylcCjdCWH137IOhqBnBO0fjyHYH+ea3bF3zoXv4h5EBj4lx0/NeHzhCBGvX+CcMz8Pr1+gSv2m7N+ylqJlKzN+yhx6tG/K0ycP2brrAM4uCWdFLY02fjdtWR5JQY0fOwwJa/7Av503Zqe67iwpecNLnJQO55vF9rvfGkiKKcE4vPMVBHxuauFUoB+Q4K/RF8yZwaD+valcvQ7TFq7hzIkjtKxfBY1GS/02XdiwcAbJ07kQbZREvAmkTI+p+Bzdy4szW0lTqgmZ6vV9LwmE3L/C1entiHp4jiTFWuBQrtsHk0D085u83jEYY2Qwbq0mIPVR+C7shjEqgkLN+3LfawfRYSFkyJaLh9cvUK1RCw5uX09u9x+YtWg186eNw+vIfsZOnEax4iXj8pCZnbV1/B71YWlcxTOcRBiXpJvSoZjVZaOpby6f5p6ygXyn2K4+egQ4IoRYKqW8/6Uzi4UQtYDnUspzQogKn9ju7fqu8fXT6IolC/mzXy8qV6/D+FlL2bZhFSMGdCdrrnwULl2JNbMn4JLbnYAnDzHq9ZTtPYPzGxby5qYX6X9sT7qyTd8+lzE6kqeHlvHcax2apKlxqu6JLs2HO+aiHp4n6PAUNPYpcfMYzLMjywm6dRqnnKVwLVSCS6snYZcyHcmSp+CRzyVqNW3H7g0ryJIzLwtXbcLr8H4WzpxIfY+WtGzbIa4OV5yR6sziWFVQ+AFwyZiwlyG5LjMDkFfc5QgFFY7m25mrYTSDEGIXpquDTEKIgsCvUsqPjRwqDdQRQtQAbAFHIcRKKWXzdzd6d31X98JF4t2f7rbNG+jTvTNlKlZl/MwlrFg4k6mjh1CoVAVcsuZg3YKpuBUry0OfqwiNlnJ9ZnF65RSC/c7hXKMbqYvXe/tcoY988PvfSAxBT7HJXokkP7RAo7P74H4j75wg+NgsrFK4kqlaO+6uHYI+LIiCHj1588iPS2snkzpnYQgP4pnfDeq1+o2/Vi8iU7acLFmzjUcP7jGwewfyuRdl2oxZcXW44pRGE3+Hvloid40fYdIGX2k561KbQzD23DemIa/mXryeKWWuhtG/Zxa/BNPMYuCjM4ullAOllM5SSlfAAzj47yQQ33kdP8pv7VvhXrQ4k+atYOGsSUwdPYQyP9VFlzID21bOJ1/56jy4cRmNzpqyvWdwatkEgu9cIFO9vm+TgDToeXpwCbcWdkUaonCs+icOpTtiDH1J2MUNBB+diYyOeLvfiFsHCT46E6s0OUlT9Cfurh2K0NlQotMo7h7bxr3j2yhcrSFhzx8Q9OIpDdt0YdvK+WR2y8mydX8RGhpC11aNcEqWnDXrN2FrmzA7/uLxFAiL5K7x44rMEu8nWn2Ja9KVvOK+0mF8F3VmcRzwvelDC4+GOGdyZfqi/7Fs3nTmTB5NpTpNCDZqObt9NYWqNuCa10G01raU6zWDEwtHEXL/CpkbDCBFgcoARLx8hO/q4ehf+GGTrRxJircGo4FXeyZgeHqevyun2biVwzpDAcJv7if05EJ0GQrglCEzT/bMwTH7D2R2L8mZ+YPR2SWlVMM2nNm2CoeUafip3s+sXziN3IWKs3DlRiIjIvi1WV3Cw8PYvvcQadOlV+4gmplQl6qMNdZEk0fcY4mhmtKhxIlrRldq6M7gQBjB2H/+ARbI4mYWSykPA4fNFFecC3z5Eo+GddHpdMxevomt61cxe9IoKtVpQrjWjrPbllG0pgdXT+xHY2VF2d4z8Vo8jpD7l8ncYODbJBB45SD3t0xEaKxwqNAD68zFibi5j1DvNaCPRJuuEIaAa6Cxwip5ZsJv7Cb09FJ0GQpia2/NC+/tZKvUhPBXz7myfhpp85YgTeqUeG1cQtZCpXB1cWbTklmU+rEmU2cvITQ0hPYetfB/+oR1W3aQJ29+hY+kmal5INbkEfexEXouGBN2R/HfrsXMk8gt7nNG5lY2mG9krqahTkAX/plZ7B7ze6ISHR1Ni6aN8X/2mGmL1nL+jBcTR/xB6aq1SeecmZObl1Gspgc+Z09gjI6mXO9ZnFkzi2A/b1MJ6QKVkUYjj/fM4/6GUVilcCVZ3fHoMhTg1c6RhJ5ajCZpOqwLtcMY6g9GPU4/9iPC76gpCWR0RyvDCPY7R66abXh66RhPLx+ndON2GIKec/XITmr90g5rGc3Bbeto27knsxet5lXgC1o3rMrjB/dYvWErJUqVUfpQmp1SeUAI0VEI4S2E8A4ICFAoithVSOMLwMXEkgiMrgCmfoJ4ylzrEbwAmn12wwSuV4/unD15jNHTFhAZEcGQPp3JX6w07iXKMWt4XwpUrI2fzzXCXz2nfL+5PDi1m9dXD5OhSkdSFqqGUR/NjRXDiLp3CtucVUhSvBXGkBem1cQiXmOVtSraDEWJurIaGfwUh4o9iX56hbCLG9A5F0KE+RMZ/JLsVTy4tWcVNo7JKVmvBae3rMDWwYmmnfuyfeUC9NFRjJ+1lGp1GnLz+hW6tGpEWGgI67buTBRJAMBgVGbswbsDIIoWLRrvBkB8SCHNbZ7IFPiTQulQ4kQAyXguk5mGkMbTBnCzJAIhRBagG+D67j6klHXMsT9LtGzxfP63fAGtO3Unf6GiNK1VkQyZs1KvZSdG92xL1sKleBNpJNDvCqW6TCAs8Bk+O5aQsmgt0pRuglEfxfUlfxD96AL2RZthl7cW+pd3eLNnNEiJtXsbhH1Koi4uQYb6k7RsZ6KfXSPixm50LkUwBt4Bo56Mhcrhu3c1qXIUwimpHV4bl5C9WDlcXZxZPWs8WXPlZ9r85WTO4saBXdv4o0dHHByd2L73EHnzFVD6MMYdtWko1riL24mmWehvN4yZyCkeKh3GNzNX09AW4B6mshKT3vlKFLzPnGJgnx6UrlCF9l370Ll1E4RGQ+dB45n05++kyOBCzuIVuO+1gzx1O+Dk4saZRZ4kccmLc/WuYDRyY+lgoh9dIEnJ9tjnq40x2J83u0citNZYF2oHWh2R5+YhwwJwqNCTqIfniLixG6c85dD730Cj0ZA8U3YendlH3nLViHz5mHtXztKwbTciXz1n36bVNG/XhXV/HSKjiytTxwyhZ8dmuOXMzf6jJxNXEkDtLI41Ic/JpAngQgItNPcxPtKF7OIx2nh6SWCuzuIIKeV0Mz23RXv+3J9WTRuTLr0zY6YtoG/3Tjy+f4c/py1n+siBGA16qrTrw9oR3UmXvxS5a7Zj17BWCK0O18aDEVorfFaPIeqhN0mKt8Yu54/I6Ahe7xwOCHR5f8bw/AqGh8dBlwTHH/sTdnED+uc3SV6gMq+uHcHGKS02dra89L1EvvI1uH58L8nSZqCmRxu2rphHEgdHZi3fSNmKVXn04B5/dG/PRe/TNG7elklTpiXYIaKfYm+T8Ic5xolHZwG4mMAnkv3bTaMLNlbRuIpnSofyTcyVCKYJIYZiKj8d+feNUsrzZtqfRdDr9bRt2YygN69ZtXIzG9cs5eSBHbTpPZTtWzfw7I4PHkNmsG32WGwcklO84wh8di0j7MlNXJsMwdopNf7H/0fErQPY5a+LXW7T8Luwq9uREYFoUuUh6vIKiA5FkzovSQvVJ+TEXIzhb0heoAqvruzHLm02iAgi9EUgWd1LcPXITtyKlMZWSLatmE/xitUYN2U2yVOkYtPaZUzwHIgQgrmLV9CgsYfCR1BBCaJ13gLc9yJS6rgiE9aKZJ/jI02VDnLF0+YhcyWC/EALoBL/1A6SMb8nWGNHDOXMiSOMmDyX58+eMn2cJ2Wr1cXKSsfFfZup1PJ3Tu7fQ+jzR5TvP4/I4Fdc37aAZPkqkjxved7cPMmTfQuwdi2BfeGf3z5vdNAbAIwvriMcM+FYdSCGwHsEHRiHxiYpTjlL8OryPpK6FiDy+V00WitSu7jid/4Elet6cO74AcJCQxgydhoNf2nDsyeP6NyyIScO76NoiTLMXbiETJldFTpqliFaLUMdO+57cVFmI5L/1rpKyG7LjOilhpyaB0qH8k3MlQgaA1mllFFmen6Ls3vHdqZPHk+jZm3I716EZnUr45ojD5VqN2FEt5bkKlmZVC5ZOLh8OnnqdCB1jkLs9GyDxtoO5+pdiAi4z931o7BKmQWHMr8hxD/dN06lmmPIVxkQCPsUhJ5aRNT901ilzY21jYY3N46RsXBFnlw6jn2KNOg08OK+H1UbNufA1rWkyeDCwjXbyZ4rD+tXLmbyqEFIKRk9YQptO3aO94vKxIYwdc3i7xcZDE8vcdpYW+lI4lwUOu7K9ORWrwjecxVIBjw30/NblFs+N/itfSvyFihMh259admwGlY6azoOGMnw39uQ0tmVnzr0Y063JqTImo88dTvgd3gjofevmCqJajTcXDYQtNY4VOqFsLJ57/mFzharlFmIeniO4P1jkZHBpCpWm9c3TxH+8jWZSlbnwandODm7oQ96SaTRQInK1dm7cSWFS1dk+rzlhIWG0KlZPU4eO0iJshWZOWd+or8KeJdUq859v4enQRo4bYyfk6q+103pQoGYYnvxjbkSQTLARwhxlvf7CBLc8NEXAQF4NKyLrZ0do6cvoEu7prx68ZxBM1YwxbMfIGk2fC7rp4/GEBXBDx2GExboz8W1U3HIWphk+SpxfUEvjKEvcao2FG2SVP/ZhzEiiNAzy4i8cwJtMhdSFKjIC+/t6BxSkqFoZR6c3EWqHIUIengL26QO5MyRm+O7t1KzaVtGjJ7E8UN7GdSzE9HRUYyfOpNWbTvG6/WFzUHNA7Hg3gnQWCXYpSk/54YxE7V0p0xXRjbxa8EmcyWCoWZ6XosSHh7OL03qE+D/lLmrtzDsj97c8bnKgIkLWTF/Oi8e3qXVmEU8vnmZx+cPUaBJd5KmcWaXZ1sQGlzq9ObmmjHo/W+QtFzX/5SQltJI5O0jhHqvRkaHkeqHeoQ9vUXA6c045SqFvY2GB6d2k969HM+vnSJZ2gykS5uO8ycO0fPPEbTq+DuzJo5kwYwJ5MpXkKUr1pDVLXH+kariwP0TkN6dcL/EN+oMTFcEADy/AS4/KBvMVzLXzOIj5nheS2IwGGjbshmXzp1h7MwlLJgzgwteh+nmOZn9B/bi632Mer1GkS5rTia17k6KrPnIUa05VzfOJvTBVTI3HMirS/uI9DuKXcGG2GZ9fwavIfg5IV7ziH56DavUOUjuVoAX3tvRaK0o+HNP7nnt4NnN2xT6qQGXD2wnTWY3kjk4cP38aTwnzKJWAw/+6N6BnVvWUd+jJdNmzEqUw0K/VBK7+L/usqLCX8EjbyjTA+Jn68h3+3vkEP7X4l0iMEsvoRCihBDirBAiRAgRJYQwCCGCzLEvJUgp6dq5Ewd2b6fvkDHs2bMTr/07aNfXk4iwMM78tYayP3ekaI0mrJrkiT48hGJth/Dk3GHT7OEiNUFKnh5aik3WMti7/7N4mzQaCLu6nVdb+qAP8CNNqcZoRTQBJzfgmLUIRVsO5MZfiwl78YRSDdtwcd8W0mfPSwonJ25e9mb0tAXUauBB704t2LllHX8OHcnc+QvVJPAZeoVKTCQYfgdBGiD7T0pHophHMhXB0s6UCOIZczUNzcS0rsB6oCjQEshhpn3FuTHDh7Bx9VLadu7FtVu3OLhtHb907otL1hx4dmlG7lI/UqVdb3zPHuPByV3kqdsBhODUgiHYO+fGKXcZ7qwehC59XpKW7vS2vV7/+hEhJ+ahD/BFl7Eg9k5OPPdaj84pDSV+G8PL25c5PX8QTs5uFKlYnYMrZuBa4Acc7Wy5cuYYo6bOp1qdRvT5rSWH9+1kzKRptOv4sbWAVO/S69Xho9/l1h6wSwHORYHdSkejEMFN6ULR59eVDuSrmXM9gttCCK2U0gAsEUJcAAaaa39xZda0yUydOJaGv7TGSmfFjjWLqdvyVyrV/ZnfG1chTebsNB44CX1UJBsmD8YhvSvZKjVhr2drNNa2ZPixA36rBqF1TI9DBdMC9FJKIn0PEnJ6KcLKhpRFavLq2hGCnkWQq1YbUmYrwKW1kwnxf0iJei2wc0jGwRUzyFmiIo7WVpw9uo9hE2ZSs/7PjPyjBwd2bWPE2IlqEvgKUp1R9u2MBvDdB9mrgCZxz9D2MbpQ1N/bNPogHg3IMNcA8jAhhDVwUQgxXgjR04z7ijOrli3Gc1B/fqrVgJx5CjB/2nh+rN+UNr2GMuaP7uijo/AYMh1rO3sOr5xFaMBjirQayNHZQ4l8/YxMdftyd9ME0FrhWLkfGpskGCOCCD44iRCvBVilzIJdmky8PLcDuzSulOg0mqBHfpyY1hMQtBqzGCEEh1bMoGDlOqR2cuTs0X0MGD6BBh6tWDBjIutXLub3Xv34tUt3pQ9X/KLmgW/3+ByEB0L2qkpHojgfmQki3kDQE6VD+SrmuiJogekff1egJ+ACNDTTvuLEts0b6NWtE6XK/0i1uo3o/WtzipWrQpfBE/Datx2/cyeo1W0oqV2y4n/3FsfWL8K1TG0C797gzU0vMvz0G4+ObcYQ/BynaoPQOqQh8v5ZQk8txhgZjFOu0gTd9ibSyoo8dToQeO8GJ2f1w8o2CVXb96FIjSZsnjAAn5MHqd2sA8GvAzm8YyM9BnryS5tO/LVpLTMnDKdWAw/+HDZS6cMV7xjVPoJvd3UTaK3BrbLSkSjOxxgzcsj/GjjFn/WaYz0RCCG0wGgpZTMgAvCM7X3EtUMH9sWsN1yCbv2H0LZxDbLmyke/CfPQaLWsmDuV1Jmy8kOtphgNBlaPHYDOLimZSlTn6ORuJMtTFo3OhqgHZ7Ev2hxt8swEH5tNpN9RtE4ZsUuRljc+J0iSKR+OyZJxfftCdHZJ+bFNT4rXbU7o60AW9WpGwAM/OvQfwa0rFziycxNd+w6hbedenDp+mCG9f6NYqXLMmb9QnSOgijv6KLiyDnJWB7vkSkejuJtvRw5dhRzx5wop1hOBlNIghMgshLBOCCUmLp73plXTRmR1y8mEWUtp41ELG1s7Bk5dgo2dPVe9vXjqd4P6vUej0Wrx3rWel35XKNp2CGeWjUWXNAUudXpzbdavWKXKhsbanlebeiIjg3DKVZrguxeIDHtJ6tzFCLjhTVRAEso37USZxu2wTerIxX1b+GumJxqtjj+nLmHvptWcObyH3/sPpX3XPly54E2P9k1xzZaDNes2YWNj8/kXpfoPdWbxN7q1G8JegntzpSOxCMHYg5NLvBs5ZK6moTvACSHENiD07xullJPNtD+zuHPbl5/r1yJFylTMWbGZRbMn8/COL8PnryN1OtNl3/r/rcTGPgn5K9YiIiSYXQsmkiq7O2EvnhIR8IBszceg0dliDA3EGOxPyAs/rFJmwzaDG298TmCT0hkZGcwLn3Nkq9SIn7v0xd4pOS8e3WPdqJ74eh/DtUAxfh84knlj/uDWlfP8MXIyHq06cP3KRX5r0YAUKVOzafsuHJ2cFD5i8ZdUm4a+zcVVkDQdZEvQ9SS/Ttp88OyK0lF8FXMlAr+YLw0Qv+Zax3gREECT+qbiWfNWbyU4+A1rls6jWuOWuJcoB0B0VCQ3ju8jT9mfsLa1Y8+CCUQGBVK0zSC8ZvUnef7KOGY3TSxJ8kML9AG+JM+cjYAz2wi5d4+kaZwJef6IFFnz4dF3JBmy58X/7i32Lp7E+d0b0dnY0r7fCHK5F2F0z7YEvQ5k8ryVVK5ehwtnT9K1dWMcHJ3YsnMv6dJnUOxYJQTqFcE3eO5jGjZathdozTYAMf7J4G66UooMAZukSkfzRcw1szhe9wtERETQtHE9/J8+ZsHa7WTO4sbvv7XBxsaWXzr3fbvd+ROHiQgNJl+56gS98Mdr0zIyl6rJ04vHAEGGqh3ebputUgOe7JvPs4NLsUqaAq2VjoigV9TqOoSMOfPjc/IgmyYO4JmfD1orHdWbtKRx++6cObyHga3r45QiFSs27yN3voLs2b6JQT1/JV2GjGz6aw8umTIrcJQSFo023g9qi3uHx4B1EijRRelILEt6d0Cargoyl1Q6mi9irjWLUwP9gLzA2ymtUkqLv36UUtL51w5cOneGiXNX4F60BC+e+3Ns9xZqerQlWcrUb7fdvH4lSZOnwq1IaXbOGY3RaCBHtRbsH9GKFAWrYO1o2vbNTS8e7ZxF1Gt/kqTOSGjAY1LnKEz+kmU5vmExr589QgiBS57CtO83gvI16qO1smKmZx+89v1FoVIVmTJ7EQ4OTkweNYilc6fhXrQ4q9dtJlXq1B97KaqvoNMl7vHvX+3ZFbi+Bcr1gyQplY7GsmRwN31/eilxJwJgFfA/oBbQCWgFBJhpX7Fq+qTx/LVpLV16D6JqzXoAHNi9HYNeT9UGv7zdLuh1IDdPHaZEvRaEBb3m7I51ZClTm/CXT5HRkSTLW56IgPs83juPoFun0TmmRmeXhPBXAeQp8xMPrp/n4LJpuOQpRJtu/SlUqsLbJHPu+EFmDuvN68AAegz0pHWnHty/e5uurRpz9dI5Gjdvx5Rp07G2TlyLf5iTRqOOtPpihmjY9juvZFLK781O0N4dSkdkWRzSmfpNnl5UOpIvZq5EkFJKuUgI0T2mAN2RmJLUFu3g/r2MHj6Y6nUb07F7v7e3b9+6kYyZs+GSLefb247v2YZBH417lXqc2rICoyGanNVbYWVrD8DdtUMwRkWgsbYjRZa8BN69hmPGbNjb2nD9+B5cC/zAgPFzyF+s9NvhnsFvXrF4kicHtqzFJVsOZi35Hzny5GfFgpnMnDACG1s7Fq38H7XrNojbA5MIqPMIvsLRifDkPH9EdyeIJEpHY5nSF4QnaiKIjvn+VAhRE3gCpDDTvmLFHb/bdGj1C9lz5WXouOlv/zk/f/aUq95eNOnQ473x+Ts2rSWNa3ZSOmfh5LY1ZHAvj0O6TEgpKf37ZK7u20QaZxcenz9M4L3rZHUvwb2r3kTbJaHn6JlUqNnw7fMZjUYObF3LsqkjCQl6Q9vOPfmt5x/4XLuER42y3LpxlQpVajBjzjzSpk2nyPFJ6DRaZa4IhBAdgY4AmTJlUiSGr+K7H46OhwI/s+tMcaWjsVwZ3OH2PogKNfWjWDhzJYKRQggnoDcwA3DENMPYIoWGhtLqlyYIoWH64v9hn+Sfnv5Na5dhNBqpWKfJ29tuXTnPwxsXqdH5T3zPHCEq5DVulUwVRIUQpCtQmsC71/D5awm2yVKRLmtO7lw8RZ4yVek/YhLJ3+lnuOrtxeJJnty+dok8hYrjOXYK6TO6MN6zP+tXLiZt+owsWbWeGrXrqhPFzEir0HKdUsr5wHyAokWLWuRliesAU9NPdvGITdZDeSBdaHwm8VYZ/SLp3UEaTX0pmUooHc1nxWoiEELYYuoTcAMyAouklBW/4rFHAZuYuDZIKc2+wI2Ukt86tMPX5xozl24gg/M/n8oiwsNZvXQ+RcpUIr2L69vbVy6Zj419EopUa8SOWSOxTuJEmjymYaIvfC/hvXQkQY/9SJevJEEPb/Dq6UO6j5hGpTpNEEJgNBo5d2w/GxfP4vqF06RMk57R0xZQo14T9u3YQucWDQh8GcCvXbrT/8+hJHWIlyNw4xVbnTpq6FOSE8Qi3QTCsaFdVB/CUMuaf5JzMdP3BycTXyIAlmFqFjoGVAfyAF9a/SwSqCSlDBFC6IDjQohdUspTsRzje2ZNm8zu7Rv5vf9QylSs8t59m9Yu4/XLABq27fb2tqDXgVw9spMiNZpgY5+UF0FhRIW+4fWDW9zas5IHp3ZjlzwthX9qyIV9m0nl7IrnjOU4Z3HjTeAL9mxcxcFt/+PJ/TukTp+RAcMnUN+jJW9eBdKlVSNOHN5HrnwFWb1hCwULFTHnS1e9w15NBB+lxcBs3XTSitc0iRrMM9RRQp+VNDWkzmVavrOMxTaGvBXbiSCPlDI/gBBiEXDmSx8oTTN6QmJ+1cV8mfVSef+eXYwYMpCqterTrkvv9+4LCwtl7rTx5CtakrxF/snou9YtQx8dxQ+1TSOIileswoOTu9jv2RyNlTVlPX4l8MkDzu/ZSN5y1Rg8biZGg4FFE4eya91yoiLCyVe0JN16/0nVWvWxsrJi4+olTB41GL1ez6jxk2nbsTNarTqcMS6FRqnrEXzMb9ptlNRep2fUb1ySbkqHE39kLg2X/wcGvcVPuIvt6P7uJEZKqf/aNu2YgnXnMDUtzZJSnv7X/W871pxdvq9j7cb1q3Ro3YycefIzfNKc/7S//2/5Al6/DGDglMX/LBwTHc22NUvI8UN50rqa1v4tWKk2VlY6Qt8EkilfEbZM+oPHN6/QrGv/txPCZnr2Jvj1KyrVacLvPfqSxc00+ujRg3uMHNgDr6MHKFayLDPnLiBL1mzf9bpU3+ZNSKTSIVimJxfpbrWJrYZSbDaWVTqa+MW1NHgvgmeXIKNlX93HdiIo+M6SlAKwi/ldYPrQ7/ipB8csYuMuhEgGbBZC5JNSXn3n/rcda+6Fi3zz1YK//zM8GtTB3j4J05esw97+/V59vV7P4jnTKFSqArndi7293fvQnomWAAAVw0lEQVT4AYJfPqduj+HvbZ+3XDUeXDvPkr6tiI6MYOCUxRQrX5UlkzzZumIebnkKsGD1NnLnKwiYRgmtXjKX6WOHodFqGTNpGm07/KZ2BitIPfYfYDTCXz0IxIEh0a2Vjib+yRyzDvm944krEUgpY6U9Q0r5WghxCKgGXP3c9l8jPDycXxrX51XgS5Zu2E269P+tGe7rc403gS+oVLvJe7dv27QOe6fkZP+h/LuxcnrrSnbNHYNTmvSMX7qZNBlcGNenA6cO7OSXNp3o9edIrGOqgt6+eYPhA7px0fs0ZStVZfqsuWR0donNl6j6BuqEsg+4uhGeXGBcdCfeED9q5lgUh7SQ0s2UCEpb9kJRFtNwFVOWIjomCdgBVYBxsbkPKSW/tm/L1YvnmDxvJXkKFPrgdvf8fAFwzZH7vdvvXDxJzhIV0ca094W+fsm26cO4dnQ3OYtXYOikueh01oz8vRWXTx+j37BxNG9nWi4yKjKSxXOmsGDGBJIkScqMeYtp0rS5+knUQmgVmkdgsaIj4IAnpCvA5ntllI4m/nL7EbyXmFYts7Xc6sAWkwiA9MCymH4CDbBOSvlXbO5gxpSJ7N62ge4DhlG5ep2Pbqez1gFgMBje3mY0GrGytsH/7i1ePrnP9WN7ObxqNtER4bTuOZj6rTsTFRHO8K4tuOrtxfBJc6jbuBkAl86dZnDv37jn50u12g2ZNG06qVOnic2XpvpO9jaW9KdgAS6uhDcPoc4M5IIwpaOJv/I1hNNzwWcHuP/y+e0VYjHvfinlZeDDH9FjwdHDBxntOYhqtRvStnOvT24bGWHqOLS2+WestEajIbVLVvzOezGl5Y8AZCtcit5Dx+GcJTtRkRGM6tGGq95ejJo6n1oNPIiOimL25FEsmTOVtOkzsnbzDir9GH9WLUpM1AoT7zBEw4lpprHwWSsAOxUOKB5zLgbJMsGVDWoiUJq//zM6tmlOFrccDJs467PNMa8CXwDgmPz9qhjj5q3mxoWzPLx7i4LFy+KSNQdgWpdgdI82XDx5hOETZ1OrgQcP7vrRr0sbrl+5QIOmrZgwcTIOjp/sK1cpKEqvDh996+pGeP0Aqo8Hteny+wgB+RqZEmvoC0iSSumIPijBz6IxGo10bNOKsJAQJsxe/p8RQh/y+OF97OyT4OD0/hqs1ja2FCxRllpN271NAlGREYzp1Y7zJw4xZNx06v3cggO7ttGkehkePbjH0tUbmDt/oZoELJ26MI2JlKZ/WmnyQHa1jESsyN8YpAHOLlQ6ko9K8Ilg9vQpnDx2kH7DxuKWM/fnHwAE+D8lRZr0n71yiAwPY+TvrfA+up/BY6bRsGlr5k4dS8+OzciaPReHT3pTo3bd2HgZKjNT00AMv4Pw/DqU6gYK1V9KcNLmgTx1TQk26KnS0XxQgj7T169dYfTwwVSuXoeGv7T54sdFRIRjpdN9cpvXLwP4s11DLp06yvCJs6nXpDmDe3Vi9qRR1G7UlJ37Dn33pDdV3ImONnx+o8Tg5CxImtbUyamKPT8OA6Me9g+1yKvPBNtHoNfr6dS+DY5OyRgydtpXDdN0yZyVU8ePEBL0hqSO/x3y5XvtIuN6t+d14EumLljND6XL07V1Y04eO0j/QcPo1e8PdVhoPJPY1yNwHbCDHOIhe20OMD66CbMH7Vc6pIQlRVYo9TscmwjJMkOlP5WO6D0JNhEsmjcLn6uXmDh3BclTfF0HTe0GHqxZMpdFE4fSffjUt7cb9Hq2LJ/DqlkTSJ4qNUvX7yJ9RhfaNqnBretXmDZ7AU1btI7lV6KKCxq1GYQO2h2ESRtWGyorHUq89nfZ7n+7N/pPCPE3recQ9ASqjQFby+g7TJCJ4FVgIONHj6BMxapUqfH1bfR5ChSiXZfeLJgxAa1GSw2PNjzwu8nGRTO4f9uHkpVrMm7KLEKCgmjVoCrPnz1h+dpNVKlWwwyvRhUXjBZ4uR6X0vCKutoTrDZU5jVq2XOz0Gig9nRImgaOT4G7R6HxUnBWvvxEgkwEc2dOJSQ4iB4Dh7/XRBMZEcH1KxdI6uBE9lx5PvkcnXoOJDo6iuXzZ7B30yoAnLNkZ9K8lVSpUZfrVy7SuWUDDHo9G//aQ7Hi8WORatWH6RJ5Geo2VrvRYmSRobrSoSRsGg1UHgI5qsGGdrD4J6g3Bwo0VjSsBJcIIiMjmTNjKu5Fi5Mjd14MBgNeRw+wbd0qDu/bSWRkBAA/lC7PhNlLP9pspNPp6PXnSGo18ODu7VukSZeegkWKo9FoOLJ/F/26tCFZ8hRs2L2T7DlzxeVLVJmBIBH36YQF0ly7n13G4jyUaZWOJsH6d5ORE4OYZz2FIht/RWef3FSOQiEJ7mOQtbU16TI6c+HsKTz7d6N6qXx0admQM15H+KVla5au3kCPPgM4c+IIxw/t++zz5cidj59qN6BQsZIIIVi9ZC492jclS7Yc7Dl0XE0CCUSirjl3ag4OIpwZ+npKR5KovCEpHaJ64yudYV0reHVfsVgSXCIQQrB4xRqy5cjNrq0byJknP4tWrOWK7wPGTZ5Bjdp16dDZtOJYSHDQZ57tH1GRkXj278bYIX0pU7Eqf+09SLr0Gcz1MlRxTKtNcH8KXyb8FZyeyy5DMW5KdbhzXAvGng5RvUxDSv/qqdjQ0gTXNASQL39BvLwvYTQaP7jSV1hoKAC2tnZf9HxPHj2gz2+tuHrRmx59BjBgsKc6yiTBSaSdxcenQGQw0/UNlI4k0XpMavhxKOzqB5fXQcGf4zyGBJkIwHRl8LHlHp/7PwMg5RdUAD28byeDenbCaDSweOU6atWtH6txqiyDMTGWGnp1D07NgYJNuXE6s9LRJGpZNmdgi3VWUm0aSKU11kRiDcC9sTXjZP+J8mPtwwemtrgMzh9/8wcHvWFon8783vZn0md05sDxM2oSSMCsEuN6BPuHgdBC5cFKR5LoSTSM03uQUbykuTbuJ/MlzkRwPyYRfKAEhNFoZPvGNdStWIQt61bSo88A9h89qa4lnMDpFOojEEJ0FEJ4CyG8AwIC4m7Hvvvh2mYo0wMc1b4uS+BlzMcxQz46W20lCeFxuu9EmQhevAjAzj7Je5VIpZScOn6Y5nUr82ePjqTL4MLeIyf5Y+gIbGKWmVQlXEpNKJNSzpdSFpVSFk2dOnXc7DQqFHb0hFQ5oEzPuNmn6otM1DchpQimhfbzIxpjU4LtI/gUrVZLeFgod3x9SOrgxPHDe9m0ZhmXz58lTboMzJi3mMYezdQO4UREn5hqDR0YblpvoM0usFI/5FiSS9KNI4YCtLfayTJD3C1ilSgTwU/VazF/9nTqVSr29rYsbjkYM3EqzVq1w9bW9hOPViVE0YlkYZpf/hjHauu5LNH/hOecV8CH6+KolDNdX5+NNp400x4A4qYKbKJMBCXLlOXM5Zvs2bmdqKgoSpctT/6ChdSKoYmYPjEkgvDXTNDNw8+YnnF6D6WjUX3EOZmT44a8/Gq1HaImgPXnF9P6XokyEQA4u2Si3a9dlA5DZSEMhkSQCHb2IS2vaBDtSQRqk5Alm6JvxEYbT9OqZqW7m31/aiO4SgWIhF5j4soGuLKeqfqGXJbqCDhLd07m5IihAByfCpHBZt+fmghUKsDOOgFfHAc9gR29wLkYcwx1lI5G9YUm6RtDeKBp9reZJeB3v0r15XRWCesz0T+VLiXLdOMopomghp8HBj48215leS7LbFDgZ/CaCYVbQXLzzf5OWO9+leobJdRxAj9rD1Nee5kx+qbck+mVDkf1tSoPBaGBPX+YtSCdmghUKsCQAOcRpOclf1qtxMuQh5UG5Wrdq76DU0aoMAB8/jIVpDMTNRGoVIDBkNASgWSMbiFWGOmv74BU/9Tjr1LdwKU47OxrtjUL1HeHSkXCm1ncWHuECtpLjNV7qKuOxWOuA3bg+sduyt324E1ENLemVKfAgNi/MrCIRCCEcBFCHBJCXBdCXBNCmH/grEqVUL15zGCrlZw25mKFoYrS0ahiwQOZlk7RPXEVz1hgPQkivnxRrS9hEYkA0AO9pZR5gBJAFyHEp1eXV6liUYKZWWw0wtbOaDHQL7qj2iSUgJw05qVXdGcKC19YVguCnsbac1vEu0RK+VRKeT7m52DgBpBR2ahUiUsCaRo6Mx/uHGaUvjn3ZTqlo1HFsr+MJekQ3Rte+MLcMuAbO1VKLW4egRDCFSgEnP7AfR2BjmAqEaFSxZYE0Vn8yBv2DoIc1Vh9uZLS0ajM5LDRncohnszUTSf3qkas05dnlL4Zb0gKfNuqZhZxRfA3IURSYCPQQ0r5n0awd2u3p0yVKu4DVCVYBr1B6RC+T7A/rGsFjumh3hwggU6MUAHgJzNSL2oEs/R1aKA9xgGbPtTXHONbr2wtJhEIIXSYksAqKeUmpeNRJS5GfbTSIXy78NewsiGEv4Imy8E+hdIRqeJAJNZM0HtQO2oUD2QapljPYbVuFATc+urnsohEIEz1nxcBN6SUk5WOR5X46OLrGhTB/rCiPgT4wM8rIEMhpSNSxbEbMjMNo4YxMLodeTX3YE4p03rUkSFf/BwWkQiA0kALoJIQ4mLMVw2lg1IlHlqF1iz+LveOw8IfTUmgyXJwq6x0RCqFSDSsMVSmUuQkKNDEVKhuRhG4sBKMn2/2tIjOYinlcdRGTZWC9PGlj0BKeHQWTs02LT6fLDO02aleCagAeIkTrqdqUkjkYKhxOe5bu+C7eTQz9PU++TghFVq0+3u5Fy4i9x39z8AileqbpHfNgf7FHUU/jCRLn0k2atOepIRjLaLRYcAKA57Vs0DYSwi8Cw/PQOhzsHFkZmhFZurrqYvMqD5CUk1zlp5WG8ipeYTwDDonpSz6oS0t4opApVKKlJJJ40Zha6tTOhTcxGMWWk/67x37Aa0NJHeFLOUgWyXIU5eJQ4/EdYiqeEWw2/gDe6KKUlVzDvD86JZqIlAlanNmTGX8KE8cM+VSOhTuy3TUiexPMPZESh3RaDGgJQwbIrCGUAGPAG8ANQmovoxEwx5jsU9uE2+bhoQQAYB5SvF9nVTAC6WD+Ag1ti+XWUqZOq53+u4kSSAncPMzD7G04wZqTF/CEuL56Hs83iYCSyGE8P5Yu5vS1NgSHks8bmpMn2dp8fxbPBwzp1KpVKrYpCYClUqlSuTURPD95isdwCeosSU8lnjc1Jg+z9LieY/aR6BSqVSJnHpFoFKpVImcmghUKpUqkVMTgUqlSlBiqhmrvoKaCL6REEKrdAwfIoRwE0IUFUJYXAEaIUReIUR5IURKpWOJLyzxfFrieRRClBFCtACQUkpLSAZCiNpCiO5Kx/El1BITX0kIkUNKeUtKaRBCaKWUFlO2UghRCxgNvASeCSGGSim/fpUKMxBCVAfGAXcAnRCinZTymcJhWTRLPJ+Wdh6FEBrAHphn+lUkkVLOjUkGGimlUaG4qgIjgL5K7P9rqVcEXyHmD/OiEGI1wN/JQOGwABBClAImAK2klBWBV8AAZaMyEUJUAKYB7aWU9YAoIJ+iQVk4SzyflngepZRGKWUIsAzT4lalhBA9/75PiZhizt0KoKOUcp8QwkkIkVkIYa9EPF9CTQRfSAiRBOgK9ACihBArwbKSATBOSnkh5uehQAoLaVLwB36VUp4RQqQDigNdhRDzhBCNLOEy3kJZ2vm05POoB1wwJYQfhBCThRBjhElc/597CUQD6WOaz7YAc4ClFnCcPkhNBF9IShkKtAVWA30A23eTgZKxxTgNbIK3/Rc2QGbAMeY2xdpzpZQ3pJSHYn5tB8yO+UR5EmiEqSCX6n0Wdz4t/DxuBZ5JKQ9gqs/aCXCUJnF6ZSClvAnUBKYAlzD9z6gF7AYaAsnjMp4voSaCryClfCKlDJFSvgB+Bez+TgZCiMJCCMVqGUspDVLKoJhfBfAaCJRSBgghmgEjhRB2SsX3NynlKCnlyJifl2L6x+aiaFAWyNLPpwWex3AgpxCiA6YkMBbIJIT4VYlgpJSXMP3zHyulXBDThLUYUxLIpERMn6J2Fn8jKeXLmDfZBCGED6AFKiocFgBSSj0QIoR4KIQYA1QFWkspw5WMSwgh5DtT2YUQDYG0wBPlorJ8lnY+LfE8SimfCCEeAoOBLlLK7UKIisBtBWO6Dlz/+/eY45QaeKpUTB+jlpj4TjEdU/2BKlLKK0rHA2/HUeuAGzHfK0spfZWN6h8x7dzNgV7Az1LKqwqHZNEs9Xxa2nkUQrgAaaSU52J+V2zU0Ltizl8bTE3KjaWU1xQO6T/URPAdhBDJgXVAbynlZaXj+TchRGvgrKW98YQQOqAK4BfTnqr6ApZ2Pi31PP77ikVpMYmgPKY+DB+l4/kQNRF8JyGErZQyQuk4PsTS/iBU30c9nypzUROBSqVSJXLqqCGVSqVK5NREoFKpVImcmghUKpUqkVMTQRwTQhiEEBeFEFeFEOstof6IEKJCTH2Ur31cSiHEISFEiBBipjliU8UfCey9XUUIcU4IcSXmeyVzxGcp1EQQ98KllO5SynyYinZ1+pIHCSHMOfmvAvBVfywx8URgmsDTxwwxqeKfhPTefgHUllLmB1phKiKXYKkzi5V1DCgghKgNDAKsMRWsaial9BdCDAOyAVmBB0KIgZjekEliHt9VSukVUxXSE1MZgvyY5jZcAboDdkA9KaWfECI1MJd/prj3AB5j+oM1CCGaA90An39vJ6U88e94pJRNgeNCCLdYPzKq+C4hvLf/dg1TORkbKWVkbB0giyKlVL/i8AsIifluhalQ1m+Y6o/8PZS3PTAp5udhwDnALuZ3e8A25ufsgHfMzxUw/aGkx1Sc7DHgGXNfd2BqzM+rgTIxP2cCbryznz7vxPip7d7G8872rYGZSh9b9UvZr4T43o65rxGwX+nja84v9Yog7tkJIS7G/HwMUw31nMD/hBDpMX1yuvvO9tvkPzVldMBMIYQ7YAByvLPdWSnlUwAhhB+wN+b2K/xTA+lHIM87VXAdhRBJPxDjp7Z7Nx6V6l0J7r0thMiLaSGeqp978fGZmgjiXriU0v3dG4QQM4DJUsptMZfCw965O/Sdn3tiqglfEFP/zrszmt+9ZDW+87uRf86zBigh/zUT+gPl0T+1Xei/N1apYiSo97YQwhnYDLSUUvr9+4kSErWz2DI4YbrkBVPH1Ke2eypNhbRaYKp4+jX2YmonBSDm0xdAMODwBdupVF8rXr63hRDJgB3AACnlia+MJd5RE4FlGAasF0KcwzRa4WNmA62EEJeAXHz9p/PfgaJCiMtCiOv8M6pjO1A/Zuhf2U9s9x9CiHvAZKC1EOKRECLPV8akStiGET/f210BN2BIzGMvCiHSfGVM8YZaa0ilUqkSOfWKQKVSqRI5NRGoVCpVIqcmApVKpUrk1ESgUqlUiZyaCFQqlSqRUxOBSqVSJXJqIlCpVKpETk0EKpVKlcj9H06mGc/3iyKdAAAAAElFTkSuQmCC\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Discard warm up\n",
+    "chains = full_chains[:, 200:]\n",
+    "\n",
+    "# Check convergence using rhat criterion\n",
+    "print('R-hat:')\n",
+    "print(pints.rhat_all_params(chains))\n",
+    "\n",
+    "# Check Kullback-Leibler divergence of chains\n",
+    "print(log_pdf.kl_divergence(chains[0]))\n",
+    "print(log_pdf.kl_divergence(chains[1]))\n",
+    "print(log_pdf.kl_divergence(chains[2]))\n",
+    "\n",
+    "# Look at distribution in chain 0\n",
+    "pints.plot.pairwise(chains[0], kde=True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id='gradualu'></a>The chains seem to have converged much better! The persistance of the momentum helps to explore the narrow peak of the pdf."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The novelty of the Neal Langevin sampler is also a clustering of the rejections by slowly updated the required acceptance ratio u. By setting the mean update to zero and the variance to a large number, we effectively recover a unform sample of u in [0, 1]. As a result the rejections will no longer be clustered. Let us explore how this will effect the convergence behaviour of the sampler for otherwise fixed parameters."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "Running...\nUsing Neal Langevin MCMC\nGenerating 3 chains.\nRunning in sequential mode.\nIter. Eval. Accept.   Accept.   Accept.   Time m:s\n0     3      0         0         0          0:00.0\n1     6      0.333     0.333     0.333      0:00.0\n2     9      0.5       0.5       0.5        0:00.0\n3     12     0.6       0.6       0.6        0:00.0\n100   303    0.98      0.98      0.98       0:00.1\n200   603    0.990099  0.990099  0.990099   0:00.2\n300   903    0.993     0.993     0.993      0:00.3\n400   1203   0.995     0.995     0.995      0:00.3\n500   1503   0.996     0.996     0.996      0:00.4\n600   1803   0.997     0.997     0.997      0:00.5\n700   2103   0.997151  0.997151  0.997151   0:00.6\n800   2403   0.998     0.998     0.998      0:00.6\n900   2703   0.998     0.998     0.997      0:00.7\n1000  3003   0.997006  0.998004  0.997006   0:00.8\n1100  3303   0.997     0.998     0.997      0:00.9\n1200  3603   0.998     0.998     0.998      0:00.9\n1300  3903   0.998     0.998     0.998      0:01.0\n1400  4203   0.998     0.999     0.997      0:01.1\n1500  4503   0.998     0.999     0.997      0:01.2\n1600  4803   0.998     0.999     0.998      0:01.2\n1700  5103   0.998     0.999     0.998      0:01.3\n1800  5403   0.998     0.999     0.998      0:01.4\n1900  5703   0.998     0.999     0.997897   0:01.4\n2000  6003   0.999     0.999001  0.998002   0:01.5\n2100  6303   0.999     0.999     0.998      0:01.6\n2200  6603   0.999     0.999     0.998      0:01.7\n2300  6903   0.999     0.999     0.998      0:01.7\n2400  7203   0.998751  0.999     0.998      0:01.8\n2500  7503   0.998801  0.999     0.998      0:01.9\n2600  7803   0.998847  0.999     0.998      0:02.0\n2700  8103   0.999     0.999     0.999      0:02.0\n2800  8403   0.999     0.999     0.999      0:02.1\n2900  8703   0.999     0.999     0.999      0:02.2\n3000  9003   0.999     0.999     0.999      0:02.3\n3100  9303   0.999     0.999     0.999      0:02.3\n3200  9603   0.999     0.999     0.999      0:02.4\n3300  9903   0.999     0.999     0.999      0:02.5\n3400  10203  0.999     0.999     0.999      0:02.6\n3500  10503  0.999     0.999     0.999      0:02.6\n3600  10803  0.999     0.999     0.999      0:02.7\n3700  11103  0.999     0.999     0.999      0:02.8\n3800  11403  0.999     0.999474  0.999      0:02.9\n3900  11703  0.999     0.999     0.999      0:02.9\n4000  12003  0.999     1         0.999      0:03.0\n4100  12303  0.999     1         0.999      0:03.1\n4200  12603  0.999     0.999524  0.999      0:03.2\n4300  12903  0.999     1         0.999      0:03.2\n4400  13203  0.999     1         0.999      0:03.3\n4500  13503  0.999     1         0.999      0:03.4\n4600  13803  0.999     1         0.999      0:03.4\n4700  14103  0.999362  1         0.999      0:03.5\n4800  14403  0.999     1         0.999167   0:03.6\n4900  14703  0.999388  0.999592  0.999184   0:03.6\n5000  15000  0.999     1         0.999      0:03.7\nHalting: Maximum number of iterations (5000) reached.\nDone!\n"
+    }
+   ],
+   "source": [
+    "# Choose starting points for 3 mcmc chains\n",
+    "xs = [\n",
+    "    [2, 1],\n",
+    "    [3, 3],\n",
+    "    [5, 4],\n",
+    "]\n",
+    "\n",
+    "# Set a standard deviation, to give the method a sense of scale\n",
+    "#sigma = [1, 1]\n",
+    "\n",
+    "# Create mcmc routine\n",
+    "mcmc = pints.MCMCController(log_pdf, 3, xs, method=pints.NealLangevinMCMC)\n",
+    "\n",
+    "# Add stopping criterion\n",
+    "mcmc.set_max_iterations(5000)\n",
+    "\n",
+    "# Set up modest logging\n",
+    "mcmc.set_log_to_screen(True)\n",
+    "mcmc.set_log_interval(100)\n",
+    "\n",
+    "# # Update step sizes used by individual samplers\n",
+    "for sampler in mcmc.samplers():\n",
+    "    sampler.set_leapfrog_step_size(0.5)\n",
+    "    sampler.set_alpha(0.95)\n",
+    "    sampler.set_delta(mean=0, sigma=10)\n",
+    "\n",
+    "# Run!\n",
+    "print('Running...')\n",
+    "full_chains = mcmc.run()\n",
+    "print('Done!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
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52.336903 \nL 608.814687 52.877036 \nL 609.301189 51.108032 \nL 609.509689 49.505475 \nL 609.57919 49.289448 \nL 609.857191 50.987582 \nL 610.482693 57.964631 \nL 610.621694 58.504346 \nL 610.691194 58.5253 \nL 610.830195 58.042325 \nL 611.038695 57.559648 \nL 611.247196 57.535909 \nL 611.386197 57.427861 \nL 611.525197 57.432576 \nL 611.872698 56.400935 \nL 611.942199 56.545216 \nL 612.011699 56.702188 \nL 612.2897 59.66903 \nL 612.498201 60.826643 \nL 612.567701 61.00841 \nL 612.637201 60.894435 \nL 612.706702 60.85829 \nL 613.193203 58.812479 \nL 613.610205 55.428877 \nL 613.818706 53.729752 \nL 613.957706 53.619144 \nL 614.166207 54.212846 \nL 614.513708 53.617853 \nL 614.583209 53.382017 \nL 614.79171 53.867711 \nL 615.069711 53.140521 \nL 615.208711 53.39018 \nL 615.347712 53.079172 \nL 615.556212 52.591339 \nL 615.903714 51.511559 \nL 616.320715 47.232719 \nL 616.459716 46.98332 \nL 616.598716 46.922498 \nL 616.807217 45.537705 \nL 617.154719 42.108684 \nL 617.43272 39.666429 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625.35575 31.831719 \nL 625.56425 32.027159 \nL 625.842251 31.90184 \nL 626.537254 30.800568 \nL 626.676255 29.708006 \nL 626.745755 29.908858 \nL 627.093256 31.308432 \nL 627.510258 38.050898 \nL 627.99676 45.327791 \nL 628.622262 51.092818 \nL 628.691762 51.114237 \nL 628.900263 50.172622 \nL 629.386765 45.268366 \nL 629.942767 38.852527 \nL 630.081768 39.257461 \nL 630.220768 41.155062 \nL 630.568269 46.156739 \nL 630.77677 46.997332 \nL 630.985271 46.508888 \nL 631.263272 47.770574 \nL 631.402273 48.067756 \nL 631.888774 52.407689 \nL 632.931278 63.340502 \nL 633.556781 66.841868 \nL 633.904282 69.243008 \nL 633.973782 69.371688 \nL 634.043283 69.263566 \nL 634.112783 69.45816 \nL 634.182283 69.400199 \nL 634.321284 68.734273 \nL 634.529784 68.062958 \nL 634.738285 68.409163 \nL 635.016286 66.789498 \nL 635.224787 65.579047 \nL 635.294287 65.592028 \nL 635.641789 64.70839 \nL 635.711289 64.786249 \nL 636.05879 63.652009 \nL 636.12829 63.679931 \nL 636.197791 63.894081 \nL 636.336791 65.002749 \nL 636.406292 64.965044 \nL 636.614792 65.049148 \nL 636.753793 65.715192 \nL 636.892793 65.098243 \nL 637.587796 57.779882 \nL 637.726797 58.121464 \nL 638.6303 63.970471 \nL 638.769301 64.333496 \nL 638.977801 63.420518 \nL 639.255802 61.80354 \nL 639.325303 61.472847 \nL 639.394803 61.663936 \nL 639.533803 62.228872 \nL 639.950805 65.017283 \nL 640.228806 66.449954 \nL 640.645808 70.275188 \nL 640.923809 73.017483 \nL 641.410311 76.889138 \nL 641.827312 81.235394 \nL 641.966313 81.330133 \nL 642.383314 78.057161 \nL 643.008817 64.160555 \nL 643.425818 57.853493 \nL 643.634319 57.412632 \nL 643.773319 58.257547 \nL 644.190321 61.357168 \nL 644.398822 62.746762 \nL 644.607323 62.584246 \nL 644.815823 62.037676 \nL 644.885324 61.880738 \nL 644.954824 61.959497 \nL 645.024324 61.86359 \nL 645.232825 60.050796 \nL 645.580326 56.164766 \nL 645.858327 54.718375 \nL 645.927828 54.812758 \nL 646.205829 57.243035 \nL 646.55333 61.076298 \nL 646.831331 59.125899 \nL 647.178832 55.918956 \nL 647.248333 55.752832 \nL 647.317833 55.800025 \nL 647.387333 55.914749 \nL 648.082336 61.063603 \nL 648.151836 60.977472 \nL 649.12484 54.765306 \nL 649.19434 54.808902 \nL 649.333341 56.035535 \nL 650.167344 63.715274 \nL 650.306344 63.187058 \nL 650.514845 62.273225 \nL 650.723346 61.969813 \nL 650.862346 61.066936 \nL 651.209848 57.271828 \nL 651.418348 56.552161 \nL 651.974351 52.059862 \nL 652.043851 52.11044 \nL 652.530353 55.515413 \nL 652.808354 57.693435 \nL 653.016855 58.434548 \nL 653.225355 56.156798 \nL 653.433856 53.476271 \nL 653.711857 49.950537 \nL 653.781357 49.950136 \nL 654.128859 52.022551 \nL 654.198359 51.914983 \nL 654.33736 52.190081 \nL 654.54586 52.709646 \nL 654.615361 52.796893 \nL 654.684861 52.695617 \nL 654.893362 50.950694 \nL 655.866365 38.763201 \nL 655.935866 39.25337 \nL 656.422367 45.980736 \nL 656.839369 52.113361 \nL 657.18687 51.666214 \nL 657.534372 49.320969 \nL 657.812373 47.048865 \nL 657.881873 47.204365 \nL 657.951373 47.206008 \nL 658.159874 46.899874 \nL 658.646376 45.915712 \nL 658.854877 46.192391 \nL 658.924377 46.019323 \nL 659.063378 46.783191 \nL 659.480379 49.312585 \nL 659.61938 50.182861 \nL 659.966881 51.849388 \nL 660.175382 52.821304 \nL 660.453383 52.399632 \nL 660.522883 52.564026 \nL 660.939885 55.153847 \nL 661.148385 54.842061 \nL 661.704388 51.286116 \nL 662.190889 45.591024 \nL 662.46889 46.569131 \nL 662.677391 47.860613 \nL 662.955392 47.458312 \nL 663.094393 47.55488 \nL 663.441894 46.321816 \nL 664.275897 50.905664 \nL 664.484398 51.818147 \nL 664.553898 51.945947 \nL 664.9014 50.815076 \nL 665.1099 50.956566 \nL 665.248901 51.635454 \nL 665.874403 56.856536 \nL 665.943904 57.055813 \nL 666.360905 61.858923 \nL 666.916907 68.177961 \nL 667.264409 70.57453 \nL 667.959411 78.91667 \nL 668.237412 77.735919 \nL 668.723914 72.471048 \nL 669.140916 68.011838 \nL 669.210416 67.958807 \nL 669.279916 68.103687 \nL 669.696918 70.209611 \nL 669.974919 69.485025 \nL 670.044419 69.811454 \nL 670.32242 72.447645 \nL 670.600421 74.362748 \nL 670.739422 74.089845 \nL 671.017423 70.347259 \nL 671.712425 61.389098 \nL 672.198927 57.577966 \nL 672.268428 57.387495 \nL 672.407428 58.885701 \nL 672.685429 62.63106 \nL 672.96343 64.589243 \nL 673.241431 66.782654 \nL 673.310932 66.956005 \nL 673.519432 66.481316 \nL 673.588933 66.585579 \nL 673.658433 66.62033 \nL 673.727933 66.905044 \nL 673.866934 66.230473 \nL 674.353436 62.422735 \nL 674.492436 62.841613 \nL 674.561936 62.752061 \nL 674.770437 62.165586 \nL 675.187439 61.499263 \nL 675.256939 61.577565 \nL 675.395939 61.489537 \nL 675.53494 62.07709 \nL 676.090942 64.652238 \nL 676.368943 66.476729 \nL 676.507944 66.177179 \nL 676.716444 65.374658 \nL 677.480947 56.363236 \nL 677.619948 55.466094 \nL 677.689448 55.549006 \nL 677.897949 55.498093 \nL 678.036949 56.364725 \nL 678.731952 63.320137 \nL 678.801452 63.293107 \nL 679.009953 62.596098 \nL 679.079453 62.641695 \nL 679.357455 63.744994 \nL 679.426955 63.725686 \nL 679.704956 64.306925 \nL 679.913457 65.209255 \nL 680.052457 65.285161 \nL 680.330458 64.799554 \nL 680.399958 64.789482 \nL 680.81696 66.051463 \nL 680.88646 65.905701 \nL 681.164461 65.016131 \nL 681.372962 63.667366 \nL 682.345966 55.096163 \nL 682.415466 55.244273 \nL 682.832468 58.910715 \nL 683.040968 58.950314 \nL 683.874972 54.234352 \nL 684.639475 45.165476 \nL 684.778475 45.309561 \nL 684.917476 46.575051 \nL 685.125976 48.323851 \nL 685.334477 48.382472 \nL 685.403977 48.402768 \nL 685.751479 49.755189 \nL 686.16848 48.059098 \nL 686.237981 48.205028 \nL 686.585482 52.038929 \nL 687.141484 58.052479 \nL 687.349985 58.476991 \nL 687.488985 58.128219 \nL 687.836487 55.965376 \nL 688.044987 53.403825 \nL 688.392489 47.904935 \nL 688.531489 47.866388 \nL 688.67049 47.40789 \nL 689.156992 43.183628 \nL 689.226492 42.990484 \nL 689.712994 44.903556 \nL 689.851994 45.011333 \nL 689.921495 44.961584 \nL 690.060495 44.490362 \nL 690.129995 44.559391 \nL 690.199496 44.371501 \nL 690.685997 46.493751 \nL 690.963999 48.019835 \nL 691.033499 47.784466 \nL 691.102999 47.829373 \nL 691.3115 48.138406 \nL 691.4505 47.846724 \nL 691.589501 47.967716 \nL 691.659001 47.888668 \nL 691.867502 48.490343 \nL 692.354004 51.247246 \nL 693.396508 56.103565 \nL 693.535508 56.597838 \nL 693.674509 58.213829 \nL 694.02201 62.865392 \nL 694.439012 65.18376 \nL 694.508512 65.255078 \nL 694.647513 64.772804 \nL 694.717013 64.809262 \nL 695.134014 66.317134 \nL 695.203515 66.278035 \nL 695.342515 64.679634 \nL 695.829017 58.961696 \nL 695.898517 58.851642 \nL 696.037518 59.477327 \nL 696.176518 60.562097 \nL 696.66302 69.237445 \nL 697.080022 73.347116 \nL 697.288523 74.318834 \nL 697.427523 74.578687 \nL 697.566524 74.042873 \nL 697.705524 74.510934 \nL 697.914025 72.462396 \nL 698.748028 63.977552 \nL 699.026029 62.685696 \nL 699.095529 62.718271 \nL 699.23453 63.170896 \nL 699.30403 63.028181 \nL 699.443031 61.959991 \nL 699.929533 54.010904 \nL 700.207534 50.138495 \nL 700.624535 48.484925 \nL 700.694035 48.55819 \nL 701.111037 50.873253 \nL 701.319538 53.736041 \nL 701.87554 60.81675 \nL 701.94504 60.96435 \nL 702.01454 61.399614 \nL 702.084041 61.325225 \nL 702.153541 61.351409 \nL 702.362042 60.198346 \nL 702.640043 58.088887 \nL 702.709543 58.011968 \nL 703.126545 55.568564 \nL 703.543546 57.066886 \nL 703.613047 56.888847 \nL 703.682547 56.951532 \nL 704.58605 62.445442 \nL 704.725051 62.606405 \nL 704.794551 62.434015 \nL 705.142052 60.632596 \nL 705.559054 58.306523 \nL 705.698054 57.549789 \nL 705.837055 57.643735 \nL 706.323557 55.85689 \nL 706.393057 56.00671 \nL 706.671058 57.31994 \nL 706.879559 57.136867 \nL 707.366061 60.422619 \nL 707.435561 60.429423 \nL 707.505061 60.567228 \nL 707.713562 59.56787 \nL 707.922063 58.466371 \nL 707.991563 58.482954 \nL 708.130564 59.181856 \nL 708.269564 59.989395 \nL 708.339064 59.907063 \nL 708.478065 59.970143 \nL 708.964567 57.667127 \nL 709.242568 59.31932 \nL 709.381568 59.309597 \nL 709.451069 59.347668 \nL 709.590069 59.206588 \nL 709.659569 59.289998 \nL 709.86807 58.778362 \nL 710.215572 56.455817 \nL 710.632573 57.065098 \nL 710.841074 55.865189 \nL 711.119075 52.871875 \nL 711.258076 52.293077 \nL 711.397076 52.384098 \nL 711.466576 52.503654 \nL 711.675077 53.060014 \nL 711.953078 52.520172 \nL 712.300579 54.349243 \nL 712.37008 54.369602 \nL 712.787081 52.618151 \nL 712.995582 51.163082 \nL 713.065082 50.922804 \nL 713.343083 52.121459 \nL 713.482084 51.870031 \nL 713.621085 52.439176 \nL 713.760085 54.0571 \nL 714.455088 65.391645 \nL 714.663588 66.381362 \nL 715.01109 67.921159 \nL 715.219591 67.569646 \nL 715.358591 67.102863 \nL 715.775593 64.597726 \nL 715.845093 64.418517 \nL 716.053594 63.517435 \nL 716.262095 64.11774 \nL 716.401095 64.631275 \nL 716.679096 67.94664 \nL 716.957097 71.934027 \nL 717.165598 73.794476 \nL 717.7216 79.101141 \nL 717.7911 79.191744 \nL 717.930101 78.78921 \nL 718.416603 75.016622 \nL 718.972605 66.018518 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638.421799 44.106454 \nL 638.491299 43.841555 \nL 638.769301 40.008596 \nL 639.533803 24.143648 \nL 639.672804 23.063316 \nL 639.742304 23.041159 \nL 639.811804 22.759895 \nL 640.228806 24.826373 \nL 640.576307 27.201767 \nL 640.645808 27.271554 \nL 640.784808 27.743213 \nL 640.993309 24.836976 \nL 641.20181 21.798749 \nL 641.410311 20.814246 \nL 641.757812 20.385729 \nL 642.174813 22.460697 \nL 642.730816 27.812011 \nL 642.869816 28.100609 \nL 643.217317 27.055399 \nL 643.356318 27.659295 \nL 643.425818 27.628243 \nL 643.495318 27.710203 \nL 643.84282 31.364147 \nL 644.329322 36.073988 \nL 644.468322 36.04513 \nL 644.746323 35.433051 \nL 644.954824 34.326502 \nL 645.232825 35.800289 \nL 645.371826 36.658445 \nL 645.441326 36.629388 \nL 645.580326 36.410417 \nL 646.41433 43.557855 \nL 646.62283 45.026946 \nL 646.692331 44.819578 \nL 647.039832 41.060618 \nL 647.317833 38.276282 \nL 647.595834 37.326561 \nL 647.804335 37.481991 \nL 647.943335 36.655841 \nL 648.638338 29.375745 \nL 648.846839 28.853294 \nL 649.19434 30.739445 \nL 649.750342 34.610824 \nL 649.819842 34.676328 \nL 650.097843 34.063913 \nL 650.167344 33.639153 \nL 650.236844 33.668441 \nL 650.306344 33.594082 \nL 650.445345 32.592816 \nL 650.723346 29.085433 \nL 650.862346 28.879205 \nL 651.209848 29.216492 \nL 651.279348 29.459755 \nL 652.252352 40.592037 \nL 652.460852 42.404746 \nL 652.738854 45.038294 \nL 653.016855 46.578103 \nL 653.086355 46.527879 \nL 653.155855 46.579399 \nL 653.225355 46.411499 \nL 653.364356 46.81252 \nL 653.433856 46.704392 \nL 653.642357 48.152548 \nL 654.128859 52.407382 \nL 654.198359 52.809237 \nL 654.615361 57.852164 \nL 654.893362 59.404486 \nL 654.962862 59.425367 \nL 655.240863 60.795473 \nL 655.310363 60.752006 \nL 655.588364 60.059696 \nL 656.005366 56.177433 \nL 656.074866 56.403067 \nL 656.144366 56.271137 \nL 656.283367 56.55932 \nL 656.630868 58.495202 \nL 656.700369 58.667752 \nL 656.769869 58.588372 \nL 657.11737 56.951915 \nL 657.395371 57.474121 \nL 657.742872 59.526039 \nL 658.090374 59.222041 \nL 658.368375 57.713896 \nL 658.646376 55.638063 \nL 658.715876 55.510146 \nL 658.993877 52.485028 \nL 659.341379 49.536926 \nL 659.549879 50.571537 \nL 659.82788 53.005894 \nL 660.036381 53.642244 \nL 660.175382 53.735436 \nL 660.244882 53.514972 \nL 660.314382 53.570264 \nL 660.453383 54.045153 \nL 660.592383 54.868 \nL 660.870384 57.031968 \nL 661.148385 56.792768 \nL 661.356886 57.164856 \nL 661.634887 55.46263 \nL 661.843388 55.67793 \nL 661.912888 55.730968 \nL 662.051889 54.971542 \nL 662.26039 51.716702 \nL 662.538391 47.522436 \nL 662.885892 45.968615 \nL 662.955392 46.157785 \nL 663.163893 45.53929 \nL 663.233393 45.018321 \nL 663.302894 45.172061 \nL 663.650395 46.062552 \nL 663.719895 45.892119 \nL 664.067396 47.569661 \nL 664.275897 50.155458 \nL 664.692899 56.044944 \nL 664.9014 56.513059 \nL 665.0404 56.428371 \nL 665.248901 55.257329 \nL 665.526902 52.770993 \nL 665.596402 52.609731 \nL 665.665903 52.718503 \nL 666.360905 57.690495 \nL 666.430405 57.672765 \nL 666.708407 56.718472 \nL 666.777907 57.016547 \nL 666.847407 56.86603 \nL 666.986408 56.584059 \nL 667.125408 56.954647 \nL 667.264409 56.47339 \nL 667.403409 56.834077 \nL 667.820411 55.08743 \nL 667.959411 56.035371 \nL 668.167912 56.835337 \nL 668.237412 56.817401 \nL 668.376413 57.211717 \nL 668.515413 56.994487 \nL 668.793414 59.076378 \nL 669.071415 61.691099 \nL 669.210416 61.678302 \nL 669.349417 61.707466 \nL 669.557917 61.01067 \nL 669.627418 61.154356 \nL 669.766418 61.805368 \nL 669.835918 61.630175 \nL 670.044419 60.229901 \nL 670.25292 58.347819 \nL 670.461421 56.652126 \nL 671.503925 42.256571 \nL 671.642925 41.612329 \nL 671.920926 42.635482 \nL 671.990427 42.826846 \nL 672.268428 42.067167 \nL 672.476928 42.325412 \nL 673.032931 47.844162 \nL 673.310932 50.690276 \nL 673.519432 52.487243 \nL 673.727933 51.267282 \nL 673.936434 48.348193 \nL 674.353436 40.975111 \nL 674.561936 39.966605 \nL 674.631437 40.083639 \nL 674.770437 40.124789 \nL 674.978938 41.646125 \nL 675.46544 48.190976 \nL 675.60444 47.961031 \nL 675.743441 48.766045 \nL 675.812941 48.701838 \nL 675.951942 48.531453 \nL 676.021442 48.14695 \nL 676.090942 48.159604 \nL 676.229943 48.543531 \nL 676.299443 48.418394 \nL 676.646944 46.14119 \nL 676.716444 46.194488 \nL 676.855445 46.947617 \nL 677.063946 45.600411 \nL 677.550448 38.795276 \nL 678.10645 31.479166 \nL 678.17595 31.381396 \nL 678.314951 31.659662 \nL 678.384451 31.99776 \nL 678.940453 40.232742 \nL 679.148954 40.565143 \nL 679.287954 40.10777 \nL 679.426955 40.443304 \nL 679.496455 40.417716 \nL 679.635456 40.803955 \nL 679.982957 39.919294 \nL 680.191458 39.353849 \nL 680.538959 40.746532 \nL 680.88646 42.7323 \nL 680.955961 42.876271 \nL 681.025461 42.791946 \nL 681.094961 42.880085 \nL 681.442462 44.606112 \nL 681.720463 45.523884 \nL 681.928964 46.06096 \nL 681.998465 46.05108 \nL 682.762967 48.200152 \nL 682.901968 49.375005 \nL 683.31897 54.186541 \nL 683.38847 54.157816 \nL 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39.836549 \nL 693.118507 40.099691 \nL 693.605009 37.391128 \nL 693.744009 37.655456 \nL 694.09151 35.532592 \nL 694.300011 34.22403 \nL 694.578012 34.129482 \nL 694.717013 34.632938 \nL 694.786513 35.021173 \nL 695.203515 33.552657 \nL 695.273015 33.37947 \nL 695.342515 33.453182 \nL 695.412015 33.602797 \nL 695.759517 31.745617 \nL 695.829017 32.02455 \nL 695.968018 32.558308 \nL 696.037518 32.475167 \nL 696.802021 28.108489 \nL 697.149522 27.721613 \nL 697.219022 27.989967 \nL 697.288523 27.944452 \nL 697.497023 28.224359 \nL 697.636024 27.862727 \nL 697.775024 28.248701 \nL 698.539527 35.553735 \nL 699.026029 38.393114 \nL 699.16503 39.980571 \nL 699.721032 48.146919 \nL 699.929533 49.729721 \nL 700.416034 49.276217 \nL 700.763536 46.780557 \nL 700.833036 46.805511 \nL 701.250038 48.227229 \nL 701.458538 48.879558 \nL 701.528039 48.771467 \nL 701.80604 47.530772 \nL 702.01454 46.965753 \nL 702.153541 47.52019 \nL 702.431542 48.771151 \nL 702.501042 48.9624 \nL 703.057044 53.277678 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553.631477 60.910193 \nL 553.839978 61.769638 \nL 553.978979 62.335307 \nL 554.117979 61.553174 \nL 554.32648 60.26535 \nL 554.534981 60.209993 \nL 554.673981 60.434773 \nL 554.743482 60.166062 \nL 554.882482 60.451223 \nL 555.090983 62.957243 \nL 555.368984 66.120925 \nL 555.646985 67.846142 \nL 555.785986 67.335901 \nL 555.924986 67.383276 \nL 556.202987 66.786003 \nL 556.272488 66.841594 \nL 556.689489 70.639441 \nL 556.96749 71.471136 \nL 557.453992 68.696601 \nL 557.523492 68.739195 \nL 557.592993 68.834334 \nL 558.148995 65.751545 \nL 558.565996 62.470503 \nL 558.704997 61.310773 \nL 559.052498 56.916763 \nL 559.956001 51.323825 \nL 560.164502 50.828715 \nL 560.442503 47.551459 \nL 560.651004 45.00051 \nL 560.720504 44.835846 \nL 560.859505 45.566902 \nL 561.346007 50.795973 \nL 561.624008 54.943722 \nL 562.041009 58.31455 \nL 562.18001 58.373445 \nL 562.527511 56.982563 \nL 562.597012 57.233671 \nL 562.944513 58.202644 \nL 563.014013 58.141237 \nL 563.083513 58.313031 \nL 563.153014 58.272009 \nL 563.222514 58.133758 \nL 563.431015 57.157902 \nL 563.500515 57.066444 \nL 564.126017 59.845164 \nL 564.612519 57.402263 \nL 565.099021 55.165178 \nL 565.238022 55.099723 \nL 565.446522 55.467643 \nL 565.585523 55.336133 \nL 565.724523 54.809971 \nL 565.863524 55.143346 \nL 566.211025 57.702131 \nL 566.489026 62.139765 \nL 566.767027 66.013447 \nL 567.045028 67.108047 \nL 567.323029 66.112452 \nL 567.39253 66.154834 \nL 568.226533 71.153714 \nL 568.296033 71.213441 \nL 568.435034 70.741423 \nL 568.574034 70.938371 \nL 568.713035 70.934017 \nL 569.060536 68.771222 \nL 569.269037 67.162678 \nL 569.338537 67.034694 \nL 569.616538 65.661045 \nL 569.755539 65.86267 \nL 569.825039 65.836101 \nL 570.10304 64.822189 \nL 570.17254 64.853609 \nL 570.311541 64.057845 \nL 570.659042 62.054825 \nL 570.728542 62.044802 \nL 571.006543 60.697933 \nL 571.076044 60.566595 \nL 571.632046 56.39619 \nL 571.840547 55.843265 \nL 571.979547 56.691027 \nL 572.188048 58.118012 \nL 572.396549 59.058329 \nL 572.81355 65.874319 \nL 573.161052 70.899124 \nL 573.439053 72.571335 \nL 573.508553 72.613987 \nL 573.856054 69.377324 \nL 574.690057 59.269698 \nL 574.759558 59.16366 \nL 574.829058 59.301838 \nL 575.107059 58.633705 \nL 575.31556 59.163412 \nL 575.38506 58.9982 \nL 575.45456 59.146927 \nL 576.497064 67.236541 \nL 577.261567 59.384476 \nL 577.400568 59.220561 \nL 577.539568 59.8349 \nL 578.165071 64.20761 \nL 578.234571 64.144 \nL 578.373571 63.171899 \nL 579.277075 48.924958 \nL 579.346575 48.991724 \nL 579.485576 49.799721 \nL 580.180578 55.323222 \nL 580.458579 58.255898 \nL 580.73658 59.434372 \nL 580.806081 59.365137 \nL 581.084082 58.269359 \nL 581.362083 55.128463 \nL 581.570583 53.458062 \nL 582.265586 50.41787 \nL 582.474087 50.942109 \nL 582.682588 51.405456 \nL 582.891089 50.636969 \nL 583.16909 52.060614 \nL 583.23859 51.84983 \nL 583.516591 50.399909 \nL 583.586091 50.469693 \nL 583.933592 51.924708 \nL 584.281094 53.637851 \nL 584.420094 53.478337 \nL 584.489595 53.557844 \nL 584.628595 53.403655 \nL 584.767596 53.566555 \nL 585.045597 53.396456 \nL 585.323598 54.278864 \nL 585.740599 53.461657 \nL 586.0186 54.176319 \nL 586.366102 55.664897 \nL 586.505102 55.851086 \nL 586.644103 55.245221 \nL 586.852604 54.540581 \nL 586.922104 54.637812 \nL 587.061104 53.982278 \nL 587.339105 52.451212 \nL 587.756107 46.917018 \nL 588.103608 44.99577 \nL 588.381609 45.149304 \nL 588.52061 45.38821 \nL 588.65961 45.210675 \nL 588.868111 46.007765 \nL 589.076612 46.262908 \nL 589.493614 44.306234 \nL 589.771615 42.874504 \nL 589.841115 42.730649 \nL 590.049616 43.896134 \nL 590.397117 46.755636 \nL 590.675118 50.045302 \nL 590.883619 52.425854 \nL 591.578621 59.444013 \nL 591.648122 59.680069 \nL 591.717622 59.543239 \nL 592.204124 55.537158 \nL 592.482125 54.783784 \nL 592.621125 53.914761 \nL 592.829626 55.578625 \nL 593.455129 60.821391 \nL 593.594129 60.484766 \nL 593.663629 60.408172 \nL 593.80263 60.548952 \nL 594.080631 59.554059 \nL 594.358632 57.064473 \nL 594.636633 54.982271 \nL 594.775634 55.381944 \nL 594.845134 55.335994 \nL 594.914634 55.404213 \nL 595.331636 54.152143 \nL 595.470636 54.62814 \nL 595.540136 54.424683 \nL 595.679137 54.671825 \nL 595.818138 53.944568 \nL 596.096139 52.406506 \nL 596.235139 53.253781 \nL 596.860642 59.648385 \nL 597.277643 61.670013 \nL 598.042146 65.576695 \nL 598.111646 65.446925 \nL 598.181147 65.202595 \nL 598.806649 68.60555 \nL 599.01515 69.636604 \nL 599.08465 69.614964 \nL 599.501652 65.711731 \nL 599.640652 66.58763 \nL 599.779653 67.558459 \nL 600.266154 71.239306 \nL 600.683156 73.166327 \nL 600.752656 73.042722 \nL 600.891657 72.17337 \nL 601.239158 67.731574 \nL 601.586659 61.781527 \nL 601.86466 58.533837 \nL 602.003661 58.20381 \nL 602.073161 58.305245 \nL 602.212162 59.58062 \nL 602.490163 61.333222 \nL 602.768164 62.735385 \nL 602.837664 62.509949 \nL 603.185165 59.383232 \nL 603.254666 59.278386 \nL 603.810668 56.9961 \nL 603.880168 57.001517 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613.054203 53.72091 \nL 613.679705 43.953461 \nL 613.818706 43.755604 \nL 614.305208 45.022055 \nL 614.513708 46.410942 \nL 614.722209 46.634076 \nL 614.79171 46.484435 \nL 615.417212 40.571306 \nL 615.834213 38.600671 \nL 616.112215 37.077296 \nL 616.181715 37.156498 \nL 616.737717 40.081484 \nL 616.876717 39.820867 \nL 617.015718 40.099134 \nL 617.154719 40.067425 \nL 617.224219 40.151845 \nL 617.43272 41.397614 \nL 617.710721 43.874787 \nL 618.058222 46.638929 \nL 618.336223 48.499855 \nL 618.475224 48.56811 \nL 618.683724 47.300566 \nL 618.822725 46.335669 \nL 618.892225 46.485435 \nL 619.100726 47.212043 \nL 619.309227 46.635266 \nL 619.448227 46.794511 \nL 619.795729 45.446222 \nL 620.28223 39.558276 \nL 620.421231 39.666261 \nL 620.560231 40.819705 \nL 621.116234 46.444823 \nL 621.255234 46.840886 \nL 621.324734 46.725301 \nL 621.394235 46.659428 \nL 621.463735 46.811614 \nL 621.533235 46.778305 \nL 621.672236 45.353754 \nL 622.158737 34.730748 \nL 622.575739 26.214761 \nL 622.78424 24.692407 \nL 623.201241 23.990423 \nL 623.687743 26.318433 \nL 623.965744 29.98192 \nL 624.730247 44.207737 \nL 624.869248 44.193905 \nL 624.938748 43.970396 \nL 625.077749 44.472329 \nL 625.911752 50.013571 \nL 625.981252 49.84977 \nL 626.954256 54.569103 \nL 627.371257 58.563585 \nL 627.579758 61.144425 \nL 627.857759 64.477366 \nL 628.06626 65.098897 \nL 628.20526 64.851468 \nL 628.761263 68.929604 \nL 628.830763 69.294539 \nL 628.900263 69.235767 \nL 629.039264 68.561983 \nL 629.247764 66.508745 \nL 629.595266 62.833591 \nL 630.151268 57.27652 \nL 630.498769 53.44193 \nL 630.568269 53.567534 \nL 630.77677 53.289149 \nL 631.193772 56.879701 \nL 631.263272 56.759632 \nL 631.332772 56.671952 \nL 631.541273 55.169563 \nL 632.166775 47.600336 \nL 632.305776 48.022002 \nL 632.444777 48.424596 \nL 632.583777 48.352401 \nL 633.556781 53.085719 \nL 633.695781 53.125203 \nL 633.904282 52.746889 \nL 634.321284 53.986225 \nL 634.529784 54.276439 \nL 634.668785 55.987243 \nL 634.946786 59.637536 \nL 635.363788 62.017646 \nL 635.433288 61.994838 \nL 635.572288 62.283801 \nL 635.641789 62.171594 \nL 635.850289 61.251526 \nL 636.05879 61.204284 \nL 636.197791 61.095451 \nL 636.406292 61.927121 \nL 636.475792 62.298339 \nL 636.545292 62.168077 \nL 636.614792 62.328414 \nL 636.962294 61.095838 \nL 637.101294 60.956176 \nL 637.240295 60.822588 \nL 637.448795 61.39602 \nL 637.587796 60.615176 \nL 638.074298 53.600981 \nL 638.282799 51.496809 \nL 638.421799 51.702872 \nL 638.5608 51.381733 \nL 639.116802 49.317797 \nL 639.186302 49.426204 \nL 639.742304 52.302449 \nL 639.881305 51.906895 \nL 640.159306 52.489191 \nL 640.228806 52.680071 \nL 640.298306 52.582985 \nL 641.062809 45.358321 \nL 641.132309 45.248712 \nL 641.34081 44.645952 \nL 641.549311 45.66747 \nL 641.757812 47.064188 \nL 641.827312 47.049054 \nL 641.966313 46.661141 \nL 642.244314 43.524068 \nL 642.522315 40.750271 \nL 642.730816 39.343735 \nL 642.869816 38.225218 \nL 642.939316 38.343215 \nL 643.773319 42.89165 \nL 644.398822 47.433287 \nL 644.537822 47.528817 \nL 644.954824 49.200364 \nL 645.510826 53.429371 \nL 645.788827 53.785953 \nL 646.41433 61.159215 \nL 646.692331 60.694677 \nL 646.831331 59.656837 \nL 647.387333 53.862599 \nL 647.456833 54.077096 \nL 647.526334 53.687041 \nL 647.595834 53.756052 \nL 647.665334 53.975839 \nL 647.734835 53.907003 \nL 648.221336 50.73607 \nL 648.846839 44.051854 \nL 648.985839 43.087767 \nL 649.12484 42.390827 \nL 649.402841 41.561563 \nL 649.472341 41.790957 \nL 649.541841 41.756427 \nL 649.611342 41.819861 \nL 649.750342 42.203179 \nL 649.819842 42.160074 \nL 649.889343 41.799755 \nL 649.958843 41.914611 \nL 650.306344 44.654765 \nL 650.862346 51.521253 \nL 651.140347 52.112341 \nL 651.209848 52.066405 \nL 651.626849 49.166634 \nL 651.974351 47.042637 \nL 652.043851 47.081612 \nL 652.182851 47.768033 \nL 652.252352 47.704455 \nL 652.321852 47.567698 \nL 652.530353 46.525244 \nL 652.877854 48.247776 \nL 653.155855 50.402291 \nL 653.225355 50.731039 \nL 653.294856 50.672558 \nL 653.364356 50.789667 \nL 653.781357 48.009328 \nL 654.128859 49.237564 \nL 654.40686 47.78643 \nL 654.754361 44.158253 \nL 654.893362 43.470336 \nL 655.032362 42.960283 \nL 655.310363 40.767223 \nL 655.518864 40.506646 \nL 655.657865 41.157418 \nL 655.935866 43.138918 \nL 656.213867 45.837718 \nL 656.491868 44.846289 \nL 656.700369 43.775956 \nL 656.908869 43.479779 \nL 657.04787 43.994485 \nL 657.18687 44.671296 \nL 657.742872 48.318279 \nL 658.020874 49.00113 \nL 658.298875 50.437409 \nL 658.646376 53.048887 \nL 658.715876 53.117436 \nL 659.549879 46.777433 \nL 659.75838 45.184949 \nL 659.897381 44.808864 \nL 659.966881 44.89684 \nL 660.661884 50.689633 \nL 661.078885 59.2586 \nL 661.565387 62.298356 \nL 661.704388 62.935118 \nL 661.912888 63.043386 \nL 662.051889 63.649511 \nL 662.26039 63.947911 \nL 662.885892 61.41551 \nL 662.955392 61.451515 \nL 663.094393 60.979806 \nL 663.372394 63.461219 \nL 663.580895 65.041588 \nL 663.719895 64.581986 \nL 664.484398 62.292035 \nL 664.9709 64.06149 \nL 665.735403 66.681572 \nL 665.874403 67.176811 \nL 665.943904 67.107654 \nL 666.013404 66.700775 \nL 666.082904 66.747458 \nL 666.291405 67.320812 \nL 666.360905 67.548606 \nL 666.569406 66.997548 \nL 666.638906 67.009508 \nL 666.777907 67.593875 \nL 666.847407 67.575944 \nL 666.986408 67.899114 \nL 667.055908 67.811026 \nL 667.403409 66.688211 \nL 667.54241 66.917466 \nL 667.75091 65.388603 \nL 667.820411 65.57548 \nL 668.515413 70.73193 \nL 668.862915 73.89277 \nL 669.418917 81.133423 \nL 669.488417 81.304171 \nL 669.627418 80.633269 \nL 669.905419 78.53155 \nL 669.974919 78.581806 \nL 670.113919 78.442684 \nL 670.25292 78.445648 \nL 670.669922 77.158927 \nL 670.739422 76.944535 \nL 670.947923 75.807699 \nL 671.156423 76.26151 \nL 671.295424 76.33652 \nL 671.364924 76.369797 \nL 671.920926 75.095584 \nL 671.990427 75.009203 \nL 672.059927 75.159426 \nL 672.268428 74.480767 \nL 672.337928 74.232889 \nL 672.546429 75.186457 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682.345966 18.648712 \nL 682.623967 16.490051 \nL 682.693467 16.124768 \nL 682.762967 16.225748 \nL 683.596971 22.404236 \nL 683.666471 22.610709 \nL 683.735971 22.567495 \nL 684.013972 21.774063 \nL 684.361473 23.536241 \nL 684.430974 23.342279 \nL 684.500474 23.190327 \nL 684.986976 18.963944 \nL 685.056476 18.729216 \nL 685.264977 19.657153 \nL 685.542978 23.865648 \nL 685.820979 28.327154 \nL 686.307481 36.744856 \nL 686.376981 37.151009 \nL 686.446481 37.095987 \nL 686.585482 37.463681 \nL 686.654982 37.356146 \nL 686.793983 36.900135 \nL 686.932983 37.127154 \nL 687.210984 35.4648 \nL 687.280485 35.392494 \nL 688.80949 46.787455 \nL 689.295992 52.655497 \nL 689.365492 52.623217 \nL 689.573993 52.356591 \nL 689.921495 54.094118 \nL 690.060495 54.783467 \nL 690.199496 54.852364 \nL 690.755498 50.531145 \nL 690.894498 49.607434 \nL 691.242 45.683913 \nL 691.381 45.719497 \nL 691.659001 47.453335 \nL 692.284504 52.277624 \nL 692.423504 51.910351 \nL 693.396508 45.889438 \nL 693.744009 49.40439 \nL 694.09151 53.572496 \nL 694.508512 51.730911 \nL 694.717013 49.601164 \nL 694.856013 50.067583 \nL 695.134014 52.220256 \nL 695.203515 52.146521 \nL 695.342515 53.002136 \nL 695.829017 58.261484 \nL 696.176518 62.942849 \nL 696.802021 67.297028 \nL 696.941021 67.312804 \nL 697.010521 67.479939 \nL 697.566524 70.558765 \nL 697.775024 70.966039 \nL 697.844525 70.835854 \nL 698.122526 70.103466 \nL 698.956529 63.51268 \nL 699.095529 63.553339 \nL 699.16503 63.525937 \nL 699.37353 63.948552 \nL 699.443031 63.970256 \nL 699.512531 64.150463 \nL 699.582031 64.070961 \nL 699.651531 63.989174 \nL 699.860032 63.03751 \nL 699.929533 63.217846 \nL 699.999033 63.506591 \nL 700.068533 63.375117 \nL 700.138033 63.568606 \nL 700.207534 63.449285 \nL 700.416034 62.669861 \nL 700.694035 64.729071 \nL 700.833036 65.219877 \nL 701.180537 63.884215 \nL 701.389038 62.814344 \nL 701.458538 62.858286 \nL 701.597539 63.485116 \nL 701.736539 64.249221 \nL 701.94504 63.269259 \nL 702.223041 60.628462 \nL 702.431542 60.057494 \nL 702.501042 60.002252 \nL 702.987544 62.50004 \nL 703.265545 64.823102 \nL 703.404546 65.160292 \nL 703.543546 64.792407 \nL 703.613047 64.940163 \nL 703.891048 66.120559 \nL 704.030048 65.758341 \nL 704.099548 65.397904 \nL 704.169049 65.453798 \nL 704.65555 69.213716 \nL 705.072552 71.982605 \nL 705.142052 71.968266 \nL 705.350553 70.294699 \nL 705.420053 70.376215 \nL 705.559054 69.433834 \nL 705.837055 66.204895 \nL 705.906555 65.999486 \nL 706.115056 66.861808 \nL 706.671058 71.515596 \nL 706.879559 72.722097 \nL 707.018559 73.848657 \nL 707.08806 73.719318 \nL 707.296561 73.42498 \nL 707.505061 72.517665 \nL 707.644062 72.723739 \nL 707.713562 72.535493 \nL 707.922063 73.053232 \nL 708.130564 75.104423 \nL 709.034067 86.897087 \nL 709.242568 88.427695 \nL 709.312068 88.495004 \nL 709.381568 88.396665 \nL 709.520569 87.999166 \nL 709.590069 87.945148 \nL 710.007071 85.928433 \nL 710.215572 84.712932 \nL 710.632573 82.160361 \nL 711.049575 73.82011 \nL 711.744577 61.633318 \nL 712.022578 59.65737 \nL 712.092079 59.439841 \nL 712.43958 60.245943 \nL 712.578581 59.891873 \nL 712.995582 55.791787 \nL 713.690585 42.445853 \nL 713.968586 40.24992 \nL 714.107586 39.790539 \nL 714.94159 45.19449 \nL 715.01109 45.185824 \nL 715.15009 45.559987 \nL 715.358591 47.363509 \nL 715.706092 50.466047 \nL 715.984093 51.220743 \nL 716.331595 50.15614 \nL 716.470595 50.344576 \nL 716.609596 50.233013 \nL 716.818097 49.35652 \nL 716.887597 49.140397 \nL 717.999601 40.650095 \nL 718.208102 39.278324 \nL 718.347102 38.513164 \nL 718.486103 39.360971 \nL 719.250606 48.117503 \nL 720.015109 53.676207 \nL 720.29311 55.25704 \nL 720.36261 55.231911 \nL 720.43211 55.345653 \nL 720.710111 54.384743 \nL 721.057613 50.949357 \nL 721.127113 50.964156 \nL 721.266114 50.973811 \nL 721.544115 49.200466 \nL 721.822116 47.008576 \nL 722.169617 45.998776 \nL 722.447618 49.763065 \nL 722.656119 51.531887 \nL 722.795119 51.642531 \nL 723.00362 51.30958 \nL 723.281621 53.27462 \nL 723.837623 56.729428 \nL 723.976624 56.454854 \nL 724.254625 54.044679 \nL 724.463126 52.438724 \nL 724.532626 52.392033 \nL 724.810627 53.1188 \nL 725.158128 54.823829 \nL 725.436129 55.900591 \nL 725.50563 55.671141 \nL 725.64463 56.253426 \nL 725.853131 56.787207 \nL 726.061632 57.40014 \nL 726.270132 59.481166 \nL 726.339633 59.388485 \nL 726.478633 59.8557 \nL 726.617634 59.234743 \nL 726.895635 59.747501 \nL 727.104136 60.791275 \nL 727.312636 61.271628 \nL 727.521137 61.408683 \nL 727.729638 59.677943 \nL 728.14664 52.616802 \nL 728.494141 48.110985 \nL 728.563641 48.085475 \nL 728.772142 48.966254 \nL 728.841642 48.940023 \nL 728.980643 48.590681 \nL 729.189144 49.381407 \nL 730.301148 42.730871 \nL 730.85715 37.228364 \nL 730.99615 36.466727 \nL 731.413152 33.017942 \nL 731.482652 32.706465 \nL 731.621653 33.448333 \nL 732.316655 38.070841 \nL 732.525156 37.095688 \nL 732.733657 35.973547 \nL 732.942158 35.645605 \nL 733.42866 36.506095 \nL 733.915161 39.23726 \nL 733.984662 39.310723 \nL 734.262663 38.107097 \nL 734.332163 37.778343 \nL 734.401663 37.8123 \nL 734.471164 37.752031 \nL 734.540664 37.945748 \nL 734.610164 37.5704 \nL 734.957665 33.595705 \nL 735.305167 31.97185 \nL 735.444167 31.556956 \nL 735.583168 32.178028 \nL 735.930669 33.831415 \nL 736.06967 32.619363 \nL 736.556172 28.590659 \nL 736.625672 28.257064 \nL 736.695172 28.330416 \nL 736.973173 30.522058 \nL 737.112174 31.239918 \nL 737.251174 30.908526 \nL 737.390175 30.968019 \nL 737.529175 31.275172 \nL 737.668176 31.651965 \nL 737.807176 31.265314 \nL 737.876677 31.361268 \nL 738.432679 34.534711 \nL 738.71068 36.446396 \nL 739.127681 37.328717 \nL 739.405682 38.525886 \nL 739.614183 40.747564 \nL 740.100685 48.949018 \nL 740.448186 50.708645 \nL 740.726187 52.764215 \nL 741.004188 54.346499 \nL 741.212689 54.609439 \nL 741.282189 54.500109 \nL 741.768691 50.613869 \nL 742.116193 45.759947 \nL 742.533194 42.17482 \nL 742.741695 41.822304 \nL 742.811195 42.027167 \nL 742.880696 41.710296 \nL 742.950196 41.738974 \nL 743.367197 45.841655 \nL 743.645198 47.567897 \nL 743.714699 47.614462 \nL 743.9927 49.153201 \nL 744.1317 49.015254 \nL 744.479202 45.7606 \nL 744.826703 41.684958 \nL 745.035204 40.796641 \nL 745.313205 43.749508 \nL 745.521706 45.756185 \nL 745.591206 45.727624 \nL 745.730206 46.115728 \nL 745.799707 46.071111 \nL 745.869207 46.286931 \nL 746.147208 45.646039 \nL 746.216708 46.017111 \nL 746.286208 46.000269 \nL 746.355709 46.109157 \nL 746.911711 49.160859 \nL 747.259212 51.869963 \nL 747.398213 52.569184 \nL 747.606713 54.526932 \nL 747.676214 54.406149 \nL 747.815214 54.186214 \nL 747.954215 54.68604 \nL 748.162716 55.460857 \nL 748.232216 55.364463 \nL 748.510217 53.048413 \nL 748.788218 50.42601 \nL 749.20522 47.5851 \nL 749.34422 47.316052 \nL 749.483221 47.121292 \nL 749.552721 47.070696 \nL 749.900222 45.710228 \nL 750.247723 43.835742 \nL 750.317224 43.861001 \nL 750.386724 44.08843 \nL 751.012226 50.730921 \nL 751.290227 52.036895 \nL 751.359728 52.016105 \nL 751.568228 50.764329 \nL 751.776729 49.707787 \nL 752.193731 48.274205 \nL 752.471732 46.492905 \nL 752.541232 46.508909 \nL 752.888733 47.974494 \nL 753.653236 55.995893 \nL 753.792237 56.420473 \nL 754.139738 58.101644 \nL 754.417739 59.248818 \nL 754.48724 59.193947 \nL 754.55674 59.265477 \nL 754.69574 58.735672 \nL 754.765241 58.783233 \nL 754.834741 58.663647 \nL 755.112742 56.872098 \nL 755.182242 57.229452 \nL 755.877245 64.905566 \nL 756.016245 64.679775 \nL 756.085746 64.764406 \nL 756.294246 65.613331 \nL 756.711248 61.907558 \nL 756.919749 60.202817 \nL 756.989249 60.036155 \nL 757.058749 60.108209 \nL 757.26725 61.003011 \nL 757.406251 61.708845 \nL 757.823252 65.093147 \nL 757.892752 65.345836 \nL 757.962253 65.297494 \nL 758.170754 65.666457 \nL 758.309754 65.315496 \nL 758.657255 66.621566 \nL 758.796256 67.180104 \nL 759.074257 66.665237 \nL 759.282758 67.256496 \nL 759.699759 66.200708 \nL 759.76926 66.233551 \nL 759.83876 65.961393 \nL 759.90826 66.081901 \nL 759.97776 66.003268 \nL 760.116761 67.35588 \nL 760.672763 72.265966 \nL 760.742263 72.228794 \nL 760.811764 72.279322 \nL 760.950764 71.964612 \nL 761.089765 72.252681 \nL 761.576266 75.145155 \nL 761.715267 75.116152 \nL 762.271269 74.289558 \nL 762.340769 74.366441 \nL 762.47977 74.935278 \nL 762.54927 74.826815 \nL 762.757771 72.395048 \nL 763.591774 62.423903 \nL 763.661274 62.100297 \nL 763.730775 62.256424 \nL 763.939275 62.121695 \nL 764.217276 61.235553 \nL 764.286777 61.258886 \nL 764.356277 61.473752 \nL 764.495278 61.315321 \nL 764.564778 61.535252 \nL 764.842779 60.117066 \nL 765.05128 58.779455 \nL 765.329281 54.96393 \nL 765.676782 50.412443 \nL 765.746282 50.385726 \nL 765.954783 50.809661 \nL 766.024283 50.697888 \nL 766.093784 50.775666 \nL 766.302284 53.360306 \nL 766.788786 58.931802 \nL 767.205788 61.561344 \nL 767.344788 61.300644 \nL 767.622789 62.256672 \nL 767.76179 62.184984 \nL 768.526293 58.239239 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777.213826 44.548672 \nL 777.283326 44.42594 \nL 777.491827 43.630308 \nL 777.769828 40.947614 \nL 778.117329 39.659729 \nL 778.186829 39.541763 \nL 778.32583 40.118869 \nL 778.812332 43.591392 \nL 779.020833 43.706466 \nL 779.090333 43.558452 \nL 779.159833 43.620361 \nL 779.229333 43.869497 \nL 779.298834 43.807888 \nL 779.507334 42.73845 \nL 779.646335 43.482298 \nL 780.271837 49.675411 \nL 780.341338 49.519803 \nL 780.758339 46.608003 \nL 780.89734 46.505667 \nL 780.96684 46.678268 \nL 781.03634 46.568733 \nL 781.383842 46.035726 \nL 781.453342 46.168478 \nL 781.522842 46.463921 \nL 781.592342 46.297511 \nL 781.661843 46.322106 \nL 781.800843 45.729967 \nL 781.870343 45.75925 \nL 782.148344 46.684898 \nL 782.773847 53.616573 \nL 782.982348 54.900752 \nL 783.190848 54.474377 \nL 783.329849 54.527645 \nL 783.60785 56.249134 \nL 783.816351 57.053965 \nL 783.955351 57.321337 \nL 784.094352 56.890878 \nL 784.233352 56.637986 \nL 784.302853 56.874672 \nL 784.372353 56.699396 \nL 784.511353 56.919121 \nL 784.580854 56.85927 \nL 784.650354 57.085922 \nL 784.997855 55.343957 \nL 785.484357 58.724411 \nL 785.553857 58.739213 \nL 785.762358 58.061618 \nL 785.831858 58.205378 \nL 785.901359 58.116976 \nL 786.17936 58.409535 \nL 786.24886 58.32714 \nL 786.526861 56.892075 \nL 786.804862 55.200328 \nL 786.943863 55.078213 \nL 787.082863 55.944185 \nL 787.152363 56.246452 \nL 787.221864 56.187869 \nL 787.291364 56.125116 \nL 787.499865 56.801272 \nL 787.708366 56.348246 \nL 787.986367 53.820625 \nL 788.681369 46.332301 \nL 788.82037 46.163743 \nL 788.95937 46.241985 \nL 789.237371 48.642707 \nL 789.862874 54.591704 \nL 790.071375 56.011026 \nL 790.349376 55.331581 \nL 790.557876 56.081132 \nL 790.627377 55.992884 \nL 790.696877 55.74986 \nL 790.835877 56.891136 \nL 791.39188 62.553473 \nL 791.53088 63.799323 \nL 792.156382 71.911016 \nL 792.225883 71.706591 \nL 792.781885 66.120401 \nL 792.920885 65.281419 \nL 793.059886 63.605242 \nL 793.407387 59.074726 \nL 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206.138684 \nL 518.533844 199.706937 \nL 518.881346 195.118069 \nL 519.576348 187.959466 \nL 519.715349 187.553949 \nL 519.784849 187.896364 \nL 520.271351 195.041252 \nL 520.340851 194.91646 \nL 520.479852 193.459424 \nL 520.966354 187.903332 \nL 521.174854 186.860247 \nL 521.800357 191.159352 \nL 521.869857 191.119648 \nL 522.147858 192.257507 \nL 522.217358 192.020721 \nL 522.356359 191.2525 \nL 522.77336 193.543714 \nL 522.912361 193.596917 \nL 523.329363 192.28712 \nL 523.468363 191.373675 \nL 523.885365 187.447062 \nL 524.371866 185.557626 \nL 524.580367 184.435355 \nL 524.997369 185.586312 \nL 525.066869 185.392482 \nL 525.761872 176.924055 \nL 526.317874 169.964551 \nL 526.456874 169.311928 \nL 526.526375 169.378937 \nL 526.665375 169.729966 \nL 527.151877 174.100683 \nL 527.568879 180.219707 \nL 527.98588 185.414711 \nL 528.263881 188.389145 \nL 528.333382 188.428976 \nL 528.472382 186.920881 \nL 528.889384 180.463385 \nL 529.445386 172.090037 \nL 529.584386 172.48522 \nL 529.723387 173.436907 \nL 530.070888 175.594455 \nL 530.209889 175.616962 \nL 530.279389 175.665571 \nL 530.348889 175.234341 \nL 530.418389 175.364479 \nL 530.48789 175.143787 \nL 530.69639 173.68876 \nL 530.974392 172.75209 \nL 531.113392 171.833799 \nL 531.877895 161.186614 \nL 531.947395 161.038734 \nL 532.155896 161.591052 \nL 532.225396 161.724098 \nL 532.572898 160.214986 \nL 532.642398 160.1957 \nL 532.781398 160.70944 \nL 532.989899 161.826963 \nL 534.101903 177.053634 \nL 534.171404 176.578231 \nL 534.379904 175.913301 \nL 534.588405 176.530531 \nL 534.796906 177.580508 \nL 534.935907 177.34249 \nL 535.005407 177.413754 \nL 535.144407 177.204847 \nL 535.491909 177.928735 \nL 535.700409 179.007255 \nL 535.83941 178.676716 \nL 536.117411 177.553268 \nL 536.325912 176.017418 \nL 536.395412 176.208757 \nL 536.464912 176.199812 \nL 536.534413 176.449756 \nL 536.812414 178.777867 \nL 536.881914 178.917036 \nL 537.229415 182.108235 \nL 537.298916 182.06629 \nL 537.785417 178.505074 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203.995673 \nL 547.793455 203.665515 \nL 548.001956 201.581491 \nL 548.488458 194.658306 \nL 548.90546 191.269811 \nL 549.530962 197.448893 \nL 549.669962 198.060681 \nL 549.739463 198.036915 \nL 549.808963 198.434688 \nL 550.017464 197.277411 \nL 550.295465 193.863931 \nL 550.364965 193.847244 \nL 550.573466 192.588472 \nL 550.642966 192.858613 \nL 550.712466 193.109474 \nL 551.54647 202.644237 \nL 551.824471 204.09115 \nL 551.893971 203.969786 \nL 552.032971 202.885877 \nL 552.380473 197.039756 \nL 552.658474 193.137145 \nL 553.214476 190.088632 \nL 553.353476 189.106876 \nL 553.422977 189.260545 \nL 553.700978 188.073793 \nL 553.839978 187.641984 \nL 554.048479 188.287294 \nL 554.465481 191.59534 \nL 554.743482 192.912796 \nL 555.021483 195.94976 \nL 555.090983 195.859641 \nL 555.299484 194.464842 \nL 555.507985 192.272184 \nL 555.646985 192.294842 \nL 556.202987 188.631782 \nL 556.272488 188.707726 \nL 556.480988 190.184657 \nL 556.689489 191.62718 \nL 556.96749 190.554196 \nL 557.106491 191.022007 \nL 557.175991 190.824938 \nL 557.384492 187.113248 \nL 557.870994 180.459066 \nL 558.148995 178.278538 \nL 558.218495 178.389388 \nL 558.287995 178.819474 \nL 558.357495 178.722114 \nL 558.496496 178.199416 \nL 558.704997 176.930544 \nL 558.774497 176.981279 \nL 558.843997 176.912901 \nL 559.052498 175.414987 \nL 559.121998 175.6495 \nL 559.539 181.562887 \nL 559.817001 188.162361 \nL 560.373003 201.176874 \nL 560.512004 201.955579 \nL 560.651004 200.727446 \nL 561.207006 196.254758 \nL 561.276506 196.214002 \nL 561.346007 196.331794 \nL 561.485007 195.893665 \nL 561.693508 193.940229 \nL 561.763008 194.066485 \nL 561.902009 193.709078 \nL 562.24951 195.047777 \nL 562.388511 194.748494 \nL 562.458011 194.841868 \nL 562.666512 194.059423 \nL 563.292014 191.266884 \nL 563.361514 191.234372 \nL 563.709016 188.372112 \nL 563.778516 188.181395 \nL 563.848016 188.265468 \nL 564.056517 188.009105 \nL 564.126017 188.138002 \nL 564.195518 187.941283 \nL 564.404018 185.34253 \nL 564.75152 181.558379 \nL 564.89052 181.848928 \nL 565.029521 181.60568 \nL 565.099021 181.737631 \nL 565.168521 181.634139 \nL 565.516023 180.139075 \nL 565.863524 181.656767 \nL 566.002524 181.395779 \nL 566.350026 182.044132 \nL 566.489026 180.932811 \nL 566.836528 175.836846 \nL 567.39253 166.151699 \nL 567.46203 165.797393 \nL 567.53153 165.824179 \nL 567.60103 166.054329 \nL 567.670531 165.983112 \nL 568.018032 164.773443 \nL 568.157033 166.021404 \nL 568.574034 169.617211 \nL 568.852035 172.167249 \nL 569.755539 183.580201 \nL 570.381041 186.071613 \nL 570.867543 189.189615 \nL 571.145544 188.351813 \nL 571.423545 185.388757 \nL 571.771046 178.292507 \nL 572.396549 166.310249 \nL 572.74405 164.779727 \nL 572.883051 164.163948 \nL 573.439053 163.448498 \nL 573.578053 163.968993 \nL 573.856054 167.421209 \nL 574.481557 177.200931 \nL 574.620557 177.597281 \nL 574.759558 176.035851 \nL 574.898558 175.032992 \nL 575.107059 174.851641 \nL 575.176559 174.980229 \nL 575.524061 177.183219 \nL 576.010562 181.790333 \nL 576.149563 182.047772 \nL 576.288563 183.117961 \nL 576.497064 186.292626 \nL 577.261567 199.513124 \nL 577.400568 199.360272 \nL 577.539568 200.004457 \nL 578.02607 205.633221 \nL 578.09557 205.49172 \nL 579.138074 193.058782 \nL 579.485576 190.94328 \nL 579.694076 191.407108 \nL 579.763577 191.21225 \nL 579.972077 189.898689 \nL 580.041578 189.858959 \nL 580.319579 188.756126 \nL 580.806081 190.424677 \nL 580.945081 190.945868 \nL 581.084082 190.984282 \nL 581.223082 189.874677 \nL 581.501083 185.614168 \nL 581.779084 181.766347 \nL 581.987585 179.72913 \nL 582.404587 175.434692 \nL 582.474087 175.351037 \nL 582.543587 175.533786 \nL 582.752088 177.692491 \nL 583.516591 189.360167 \nL 583.864092 193.228477 \nL 584.142093 193.935042 \nL 584.211594 193.84694 \nL 584.767596 190.324439 \nL 584.906596 189.827326 \nL 584.976096 189.850778 \nL 585.254097 190.627508 \nL 585.9491 196.728618 \nL 586.574602 203.175853 \nL 586.922104 200.599994 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184.821299 \nL 596.165639 188.6878 \nL 596.304639 188.625924 \nL 596.37414 188.636589 \nL 596.721641 188.191431 \nL 596.999642 189.757745 \nL 597.277643 191.047334 \nL 597.347143 191.064402 \nL 597.555644 192.240221 \nL 597.625144 192.140653 \nL 597.764145 191.657574 \nL 597.972646 190.721585 \nL 598.042146 190.534864 \nL 598.250647 190.937604 \nL 598.389647 190.689009 \nL 598.598148 189.659309 \nL 598.667648 189.643723 \nL 598.876149 189.267632 \nL 599.293151 192.912486 \nL 599.988153 202.616392 \nL 600.266154 203.495614 \nL 600.544155 202.031386 \nL 600.613656 201.954643 \nL 600.752656 202.84513 \nL 600.891657 203.612625 \nL 601.030657 203.391292 \nL 601.169658 202.176265 \nL 601.447659 200.009898 \nL 601.72566 198.586644 \nL 601.79516 198.623851 \nL 602.003661 197.993583 \nL 602.142662 198.030567 \nL 602.559663 199.751026 \nL 602.976665 201.574977 \nL 603.046165 201.797286 \nL 603.185165 202.978975 \nL 603.254666 202.923626 \nL 603.324166 202.835615 \nL 603.393666 203.007463 \nL 603.532667 202.313487 \nL 603.949668 199.286349 \nL 604.019169 199.027312 \nL 604.575171 193.50882 \nL 604.644671 192.973311 \nL 604.714171 193.133372 \nL 604.783672 193.22372 \nL 604.922672 192.89222 \nL 605.687175 187.067792 \nL 605.895676 187.535686 \nL 606.034676 187.211198 \nL 606.382178 184.532677 \nL 606.451678 184.563949 \nL 607.00768 181.220019 \nL 607.216181 180.205243 \nL 607.285681 180.313862 \nL 607.355181 180.337683 \nL 607.633182 179.45049 \nL 607.841683 179.011977 \nL 607.911183 179.179636 \nL 608.328185 181.29149 \nL 608.397685 181.168923 \nL 608.536686 180.93413 \nL 609.64869 189.767629 \nL 609.71819 189.731609 \nL 609.787691 189.59657 \nL 609.926691 190.729721 \nL 610.135192 192.184939 \nL 610.413193 191.489359 \nL 610.482693 191.544185 \nL 610.621694 191.302061 \nL 610.691194 191.411462 \nL 610.760694 191.408365 \nL 610.899695 191.589832 \nL 611.108196 191.284532 \nL 611.455697 192.314306 \nL 611.525197 192.366732 \nL 611.664198 192.885916 \nL 611.733698 192.738421 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176.160415 \nL 621.672236 178.422145 \nL 621.950237 179.796959 \nL 622.019737 179.926773 \nL 622.158737 179.263365 \nL 622.436739 176.35704 \nL 622.575739 175.164385 \nL 623.201241 165.407032 \nL 623.270742 165.26942 \nL 623.548743 166.662777 \nL 623.757244 167.312627 \nL 623.896244 167.7956 \nL 624.035245 167.487593 \nL 624.452246 170.176832 \nL 624.521746 170.106605 \nL 624.660747 168.972797 \nL 625.216749 163.116239 \nL 625.56425 162.149543 \nL 625.703251 161.515981 \nL 625.772751 161.536656 \nL 625.842251 161.81677 \nL 625.911752 161.734331 \nL 626.120253 161.26247 \nL 626.189753 161.308789 \nL 626.259253 161.4958 \nL 626.606754 165.974396 \nL 626.884755 173.063378 \nL 627.232257 181.834451 \nL 627.718759 184.774538 \nL 627.857759 183.967034 \nL 628.20526 181.810631 \nL 628.344261 180.54823 \nL 628.622262 178.358291 \nL 628.691762 177.977655 \nL 628.761263 178.152419 \nL 628.830763 178.071934 \nL 628.969763 178.289001 \nL 629.247764 177.302548 \nL 629.317265 177.363111 \nL 629.664766 176.802071 \nL 630.012267 177.153552 \nL 630.220768 175.872976 \nL 630.429269 175.067567 \nL 630.498769 174.904269 \nL 630.70727 175.386928 \nL 630.77677 175.282537 \nL 630.915771 174.47765 \nL 630.985271 174.607091 \nL 631.124272 175.839611 \nL 632.027775 189.38765 \nL 633.070279 205.514187 \nL 633.139779 205.608387 \nL 633.34828 204.171509 \nL 633.765282 199.352505 \nL 633.904282 199.573514 \nL 634.112783 200.644262 \nL 634.321284 200.185164 \nL 634.529784 202.949954 \nL 634.946786 210.294289 \nL 635.224787 211.060328 \nL 635.294287 210.856454 \nL 635.433288 210.626363 \nL 635.641789 210.119038 \nL 635.780789 209.242291 \nL 636.05879 205.470898 \nL 636.614792 196.606892 \nL 636.753793 196.425181 \nL 636.962294 197.343046 \nL 637.031794 197.42618 \nL 637.240295 197.127164 \nL 637.379295 197.655938 \nL 637.518296 197.604272 \nL 637.657296 198.118053 \nL 637.726797 198.02168 \nL 637.935297 198.859411 \nL 638.004798 198.80201 \nL 638.213298 197.716306 \nL 638.352299 198.806371 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193.407508 \nL 647.595834 193.257457 \nL 648.012836 190.855056 \nL 648.151836 191.434141 \nL 648.360337 190.122121 \nL 648.499337 189.32283 \nL 648.707838 189.511459 \nL 648.846839 191.180438 \nL 649.26384 199.409217 \nL 649.541841 204.208094 \nL 649.750342 204.925136 \nL 650.028343 203.247085 \nL 650.653846 196.700403 \nL 650.723346 196.90818 \nL 651.001347 197.654662 \nL 651.209848 197.301226 \nL 651.279348 197.498063 \nL 651.418348 197.279416 \nL 651.487849 197.364233 \nL 651.83535 198.804256 \nL 652.043851 198.327838 \nL 652.182851 196.762525 \nL 652.808354 187.772044 \nL 652.877854 188.026197 \nL 652.947354 187.847703 \nL 653.225355 189.359729 \nL 653.572857 192.730026 \nL 653.642357 193.078767 \nL 653.711857 192.86774 \nL 653.850858 191.490889 \nL 654.33736 184.662009 \nL 654.754361 176.753247 \nL 654.962862 174.973375 \nL 655.171363 176.969409 \nL 655.866365 188.579655 \nL 656.144366 190.083156 \nL 656.213867 189.918995 \nL 656.352867 188.140253 \nL 656.561368 184.913131 \nL 657.18687 182.465817 \nL 657.534372 180.208393 \nL 657.603872 180.263344 \nL 657.673372 180.144399 \nL 657.812373 180.600264 \nL 658.020874 181.231069 \nL 658.159874 181.205355 \nL 658.437875 183.130068 \nL 658.507375 183.040598 \nL 658.715876 181.262535 \nL 658.924377 178.085444 \nL 659.202378 176.930926 \nL 659.271878 176.746651 \nL 659.341379 176.803049 \nL 659.410879 176.961557 \nL 660.244882 187.281575 \nL 660.522883 190.259723 \nL 660.800884 190.957615 \nL 660.870384 190.922849 \nL 661.078885 189.827239 \nL 661.148385 190.108624 \nL 661.426386 189.101542 \nL 661.634887 189.371847 \nL 661.704388 189.274262 \nL 661.843388 189.264142 \nL 661.982389 189.508903 \nL 662.46889 186.824831 \nL 662.677391 185.399888 \nL 662.885892 182.71722 \nL 663.163893 178.949514 \nL 663.233393 178.799845 \nL 663.372394 179.087338 \nL 663.580895 178.658413 \nL 663.789395 179.221952 \nL 663.928396 178.792357 \nL 664.067396 179.413228 \nL 664.206397 180.490921 \nL 664.553898 183.066281 \nL 664.831899 183.661547 \nL 664.9014 183.614001 \nL 665.526902 191.141582 \nL 666.152404 201.695267 \nL 666.221905 201.75043 \nL 666.430405 203.476085 \nL 666.638906 206.365989 \nL 667.54241 219.971021 \nL 667.61191 219.894908 \nL 667.68141 219.869135 \nL 667.820411 220.95384 \nL 667.889911 220.860775 \nL 668.028912 220.001028 \nL 668.098412 220.128685 \nL 668.237412 220.03629 \nL 668.654414 217.837427 \nL 669.140916 211.029658 \nL 669.488417 206.471206 \nL 669.627418 206.186529 \nL 669.974919 207.36898 \nL 670.044419 207.261717 \nL 670.113919 207.403215 \nL 670.32242 206.521357 \nL 670.530921 205.474696 \nL 670.739422 204.238861 \nL 671.295424 199.174794 \nL 671.364924 199.349899 \nL 671.503925 200.479697 \nL 671.781926 202.778317 \nL 671.920926 203.769874 \nL 672.268428 205.794953 \nL 672.685429 204.622287 \nL 672.96343 202.82791 \nL 673.032931 202.958365 \nL 673.102431 203.006076 \nL 673.519432 199.105166 \nL 673.588933 199.171644 \nL 673.797433 198.857586 \nL 673.866934 198.893521 \nL 674.075434 199.874649 \nL 674.353436 204.100408 \nL 674.631437 207.104257 \nL 674.839937 207.295607 \nL 675.117938 208.306359 \nL 675.256939 207.870693 \nL 675.53494 206.289983 \nL 675.812941 204.242919 \nL 676.021442 203.778081 \nL 676.229943 202.75148 \nL 676.299443 202.811911 \nL 676.438443 202.277367 \nL 676.855445 197.800649 \nL 676.924945 197.883327 \nL 676.994446 197.882026 \nL 677.341947 196.636352 \nL 677.411447 196.792347 \nL 677.758948 198.811936 \nL 678.10645 201.897925 \nL 678.17595 202.112025 \nL 678.523451 205.093181 \nL 678.592952 205.464456 \nL 678.662452 205.159834 \nL 678.731952 205.205996 \nL 678.801452 205.122108 \nL 679.843956 195.838821 \nL 680.121957 194.522324 \nL 680.260958 194.979082 \nL 680.81696 192.419105 \nL 680.955961 191.168423 \nL 681.164461 190.251654 \nL 681.372962 191.49466 \nL 681.581463 193.056167 \nL 681.720463 193.724445 \nL 681.928964 195.085563 \nL 682.067965 195.240128 \nL 682.206965 195.939687 \nL 682.276466 195.793583 \nL 682.415466 195.302799 \nL 683.45797 187.033481 \nL 683.52747 186.869247 \nL 683.735971 188.124174 \nL 683.805471 188.069119 \nL 684.083472 187.489342 \nL 684.152973 187.727621 \nL 684.222473 187.595603 \nL 685.056476 181.014882 \nL 685.195477 181.24966 \nL 685.890479 185.594457 \nL 686.16848 187.733401 \nL 686.237981 187.756603 \nL 686.307481 187.557223 \nL 686.376981 187.602561 \nL 686.446481 187.712123 \nL 686.585482 187.293941 \nL 686.793983 186.652095 \nL 687.002484 186.121836 \nL 687.071984 186.16603 \nL 687.280485 187.15349 \nL 687.697486 191.533089 \nL 687.766986 191.396894 \nL 687.836487 191.515228 \nL 687.975487 190.839735 \nL 688.392489 185.864236 \nL 688.948491 175.225413 \nL 689.504493 172.405917 \nL 689.643494 171.459769 \nL 689.712994 171.538204 \nL 689.851994 172.263188 \nL 690.338496 178.966659 \nL 690.685997 183.122196 \nL 690.755498 183.417593 \nL 691.242 188.168961 \nL 691.589501 188.669865 \nL 691.798002 187.924465 \nL 692.076003 188.707017 \nL 692.354004 190.662176 \nL 692.423504 190.813932 \nL 692.840506 188.31474 \nL 692.910006 188.526303 \nL 693.118507 188.782297 \nL 693.396508 190.004543 \nL 693.674509 192.749435 \nL 694.161011 195.606739 \nL 694.230511 195.583196 \nL 694.300011 195.461241 \nL 694.439012 194.744885 \nL 694.508512 194.851904 \nL 694.647513 194.794718 \nL 694.717013 194.757677 \nL 694.925514 195.131605 \nL 695.134014 194.838332 \nL 695.412015 197.110138 \nL 696.037518 202.564969 \nL 696.246019 203.037109 \nL 696.385019 204.393745 \nL 696.454519 204.30245 \nL 696.802021 203.346294 \nL 697.010521 203.886637 \nL 697.080022 203.759709 \nL 697.497023 207.379891 \nL 697.636024 206.850096 \nL 697.983525 204.334618 \nL 698.122526 204.356404 \nL 698.539527 202.739534 \nL 698.678528 202.688112 \nL 698.748028 202.841492 \nL 699.026029 202.144234 \nL 699.721032 193.435162 \nL 699.790532 193.464581 \nL 699.860032 193.47542 \nL 700.207534 194.358276 \nL 700.346534 195.751817 \nL 700.416034 195.676968 \nL 700.624535 195.125756 \nL 700.833036 194.349542 \nL 700.902536 194.543414 \nL 701.111037 193.312721 \nL 701.319538 192.090169 \nL 701.458538 192.12725 \nL 701.87554 189.511533 \nL 702.292542 187.867707 \nL 702.431542 188.967633 \nL 703.057044 195.876751 \nL 703.196045 195.429087 \nL 703.474046 193.505371 \nL 703.613047 193.455175 \nL 703.682547 193.950411 \nL 703.752047 193.806886 \nL 703.821547 193.640271 \nL 704.099548 191.327166 \nL 704.308049 192.093374 \nL 704.65555 194.806701 \nL 704.725051 195.020906 \nL 704.794551 194.92941 \nL 705.281053 192.384519 \nL 705.767555 189.341305 \nL 705.906555 189.891973 \nL 706.184556 193.565301 \nL 706.532058 197.165949 \nL 706.671058 197.303498 \nL 706.810059 196.527653 \nL 706.879559 196.615949 \nL 707.018559 196.809733 \nL 707.15756 195.724341 \nL 707.644062 189.36268 \nL 707.783062 189.837389 \nL 708.478065 197.215327 \nL 708.547565 197.177097 \nL 708.686566 197.707384 \nL 709.034067 200.326898 \nL 709.242568 199.299096 \nL 709.79857 194.105892 \nL 710.007071 193.727965 \nL 710.076571 193.681017 \nL 710.146071 193.785576 \nL 710.285072 195.10477 \nL 710.771574 201.477805 \nL 710.910574 202.359383 \nL 711.049575 201.660375 \nL 711.466576 198.196041 \nL 712.43958 184.911158 \nL 712.50908 184.924149 \nL 712.578581 184.703447 \nL 712.648081 184.835995 \nL 712.787081 185.088113 \nL 712.856582 184.870708 \nL 713.134583 185.851748 \nL 713.204083 185.900194 \nL 713.412584 187.505534 \nL 714.316087 196.56073 \nL 714.385587 196.663017 \nL 714.663588 197.578179 \nL 714.733089 197.693568 \nL 715.289091 201.593761 \nL 715.775593 205.96827 \nL 715.845093 206.339116 \nL 715.914593 206.234495 \nL 715.984093 206.271112 \nL 716.123094 207.077338 \nL 716.540096 212.055473 \nL 716.679096 212.795729 \nL 716.748596 212.770059 \nL 716.887597 213.26318 \nL 717.096098 212.749518 \nL 717.235098 212.263628 \nL 717.513099 210.783933 \nL 717.6521 209.966228 \nL 717.860601 208.720511 \nL 718.138602 209.50797 \nL 718.208102 209.809591 \nL 718.277602 209.742013 \nL 718.347102 209.690881 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186.263391 \nL 728.563641 185.970289 \nL 728.633141 186.028451 \nL 728.980643 186.411201 \nL 729.189144 185.463776 \nL 729.328144 185.826331 \nL 729.397644 185.682288 \nL 729.536645 185.33758 \nL 729.606145 185.426038 \nL 729.745146 186.352767 \nL 729.814646 186.253587 \nL 730.092647 186.691781 \nL 730.370648 189.470796 \nL 730.579149 190.997422 \nL 730.648649 190.878002 \nL 730.78765 191.460146 \nL 730.99615 192.610837 \nL 731.065651 192.421067 \nL 731.274151 190.925525 \nL 731.413152 191.520852 \nL 731.482652 191.445439 \nL 731.552153 191.677059 \nL 731.621653 191.586776 \nL 731.691153 191.670786 \nL 731.969154 193.087464 \nL 732.177655 193.154296 \nL 732.525156 191.68198 \nL 732.664157 191.82618 \nL 733.081158 192.597577 \nL 733.220159 192.617816 \nL 733.359159 192.841349 \nL 733.42866 192.769737 \nL 733.49816 192.754118 \nL 733.776161 193.615139 \nL 734.401663 202.64136 \nL 734.679664 206.462608 \nL 735.027166 207.74323 \nL 735.096666 207.245859 \nL 735.166166 207.406807 \nL 735.722168 213.058337 \nL 736.13917 219.713333 \nL 736.27817 220.301836 \nL 736.417171 218.72105 \nL 737.112174 208.080886 \nL 737.807176 202.776249 \nL 738.293678 205.173456 \nL 738.432679 204.945003 \nL 738.641179 204.017657 \nL 738.988681 201.43553 \nL 739.127681 201.549454 \nL 739.197182 201.605328 \nL 739.614183 202.495824 \nL 739.753184 202.603145 \nL 740.170185 204.19753 \nL 740.239685 204.121981 \nL 740.726187 202.447707 \nL 740.865188 203.209954 \nL 742.046692 212.066591 \nL 742.185693 211.899197 \nL 742.672195 207.501892 \nL 742.741695 207.613373 \nL 743.367197 209.394257 \nL 743.575698 208.512715 \nL 743.923199 207.18246 \nL 744.0622 205.983578 \nL 744.479202 199.635595 \nL 744.757203 195.756942 \nL 745.035204 193.670589 \nL 745.174204 192.904226 \nL 745.382705 190.925115 \nL 745.521706 191.405791 \nL 745.591206 191.327968 \nL 745.660706 191.009285 \nL 745.938707 191.815519 \nL 746.077708 191.11566 \nL 746.494709 193.966637 \nL 746.564209 193.829356 \nL 746.63371 193.767233 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193.032572 \nL 754.48724 191.305512 \nL 755.043242 187.205096 \nL 755.112742 187.276628 \nL 755.390743 188.14228 \nL 755.460243 188.295462 \nL 755.668744 189.177547 \nL 755.738244 189.300525 \nL 756.016245 187.971291 \nL 756.155246 188.463899 \nL 756.363747 189.63849 \nL 756.780748 192.200298 \nL 757.19775 194.76992 \nL 757.406251 194.886011 \nL 757.684252 192.520207 \nL 757.823252 190.450039 \nL 758.031753 188.221096 \nL 758.101253 188.201362 \nL 758.170754 187.970351 \nL 758.379254 191.098393 \nL 758.726756 195.778117 \nL 759.004757 199.005289 \nL 759.421758 203.997139 \nL 759.560759 204.84161 \nL 760.255761 213.642474 \nL 760.394762 214.368757 \nL 760.464262 214.23354 \nL 760.603263 213.981228 \nL 761.020264 211.032983 \nL 761.159265 211.691849 \nL 761.228765 211.714099 \nL 761.437266 211.048118 \nL 761.715267 211.883025 \nL 761.854268 211.879408 \nL 761.993268 210.49443 \nL 762.757771 199.256076 \nL 763.105272 191.707828 \nL 763.174773 191.329348 \nL 763.244273 191.470953 \nL 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204.895184 \nL 572.049047 204.945672 \nL 572.118548 205.549032 \nL 572.188048 205.539025 \nL 572.257548 205.577828 \nL 572.605049 206.536165 \nL 572.67455 207.173957 \nL 572.74405 207.12316 \nL 572.81355 206.520311 \nL 572.883051 206.566272 \nL 572.952551 206.72607 \nL 573.161052 206.299374 \nL 573.230552 206.313297 \nL 573.300052 206.152224 \nL 573.369552 206.20935 \nL 573.717054 208.023207 \nL 574.064555 211.073373 \nL 574.203556 211.204987 \nL 574.412056 209.598344 \nL 574.481557 209.615181 \nL 574.759558 208.354843 \nL 574.968058 207.312889 \nL 575.107059 207.110213 \nL 575.524061 205.613965 \nL 575.593561 205.565859 \nL 575.732561 204.974997 \nL 575.941062 203.064593 \nL 576.636065 193.960264 \nL 576.705565 194.074851 \nL 576.844566 194.872256 \nL 577.122567 197.319013 \nL 577.261567 198.569574 \nL 577.400568 198.040313 \nL 577.748069 194.139474 \nL 577.88707 194.479201 \nL 578.02607 194.252785 \nL 578.512572 189.667285 \nL 578.860073 186.917871 \nL 578.929573 186.685262 \nL 579.068574 187.455071 \nL 579.485576 191.961195 \nL 579.972077 195.989741 \nL 580.041578 195.487797 \nL 580.319579 194.370879 \nL 580.458579 193.017379 \nL 580.806081 188.811041 \nL 581.084082 186.714215 \nL 581.223082 186.276681 \nL 581.501083 189.401808 \nL 581.918085 195.583981 \nL 582.752088 207.188366 \nL 582.821588 207.203185 \nL 583.030089 208.189807 \nL 583.099589 207.902432 \nL 583.37759 203.417794 \nL 583.725092 197.716227 \nL 584.072593 195.724891 \nL 584.142093 195.490885 \nL 584.211594 195.570097 \nL 584.281094 195.683756 \nL 584.698095 198.520653 \nL 584.906596 198.993975 \nL 585.045597 199.116122 \nL 585.254097 198.848509 \nL 585.323598 198.717537 \nL 586.157601 201.950687 \nL 586.227101 201.758171 \nL 586.505102 199.609188 \nL 586.852604 196.456203 \nL 587.269605 195.606709 \nL 587.478106 194.356952 \nL 587.547606 194.578841 \nL 587.895107 198.951506 \nL 588.65961 214.944197 \nL 588.798611 214.671659 \nL 588.937611 213.996895 \nL 589.007112 214.014728 \nL 589.146112 213.360237 \nL 589.702114 210.072209 \nL 589.771615 210.058746 \nL 590.049616 210.842049 \nL 590.119116 210.528754 \nL 591.022619 198.751275 \nL 591.09212 199.01275 \nL 592.134624 208.451603 \nL 592.204124 208.374395 \nL 592.412625 208.262101 \nL 592.621125 207.352091 \nL 592.899126 205.19422 \nL 593.316128 202.220691 \nL 593.524629 202.807778 \nL 593.594129 202.778743 \nL 593.663629 202.771992 \nL 593.94163 202.121263 \nL 594.011131 202.15463 \nL 594.358632 199.472535 \nL 594.567133 198.389028 \nL 594.636633 198.511642 \nL 594.914634 200.412566 \nL 594.984134 199.955555 \nL 595.123135 199.684286 \nL 595.262135 199.2884 \nL 595.331636 199.35479 \nL 595.401136 199.583061 \nL 595.887638 204.880907 \nL 595.957138 204.823488 \nL 596.026638 204.828979 \nL 596.930142 211.348949 \nL 597.069142 211.95342 \nL 597.138643 211.867485 \nL 597.416644 210.9444 \nL 597.555644 210.483392 \nL 597.694645 210.991571 \nL 597.764145 210.94855 \nL 597.833645 210.977454 \nL 598.042146 210.195361 \nL 598.181147 210.263905 \nL 598.320147 210.132494 \nL 598.806649 212.181037 \nL 598.876149 212.266431 \nL 599.01515 211.903024 \nL 599.710152 206.072079 \nL 599.779653 206.133478 \nL 599.849153 205.806921 \nL 599.918653 205.897486 \nL 600.127154 207.072239 \nL 600.266154 206.920549 \nL 600.474655 206.1802 \nL 600.613656 205.831736 \nL 601.447659 209.878146 \nL 602.490163 221.157119 \nL 602.559663 221.165594 \nL 602.837664 222.618224 \nL 602.907164 223.009631 \nL 602.976665 222.860146 \nL 603.185165 222.732907 \nL 603.532667 219.481363 \nL 603.602167 219.55966 \nL 603.880168 220.519747 \nL 604.019169 219.452924 \nL 604.853172 210.135091 \nL 604.922672 210.264589 \nL 605.409174 208.995637 \nL 605.687175 212.278831 \nL 605.965176 215.896765 \nL 606.382178 222.702957 \nL 606.660179 223.925783 \nL 606.729679 223.670496 \nL 607.494182 216.547084 \nL 607.563682 216.386107 \nL 607.633182 216.567528 \nL 608.119684 214.785886 \nL 608.536686 211.839877 \nL 608.606186 211.664253 \nL 608.953687 212.911301 \nL 609.092688 212.920798 \nL 609.301189 211.244012 \nL 609.71819 207.096744 \nL 609.996191 203.179112 \nL 610.065692 202.849316 \nL 610.135192 203.067845 \nL 610.413193 202.162808 \nL 610.691194 203.370308 \nL 610.760694 203.770897 \nL 611.177696 201.5629 \nL 611.247196 201.437952 \nL 611.386197 200.540395 \nL 611.872698 195.808325 \nL 612.011699 195.632553 \nL 612.081199 195.704059 \nL 612.2897 197.537918 \nL 612.706702 204.545805 \nL 612.915202 206.218171 \nL 612.984703 206.156886 \nL 613.123703 205.347821 \nL 613.332204 203.2342 \nL 613.957706 196.335954 \nL 614.166207 193.904345 \nL 614.305208 194.622634 \nL 615.00021 204.693885 \nL 615.069711 204.673518 \nL 615.486712 201.671959 \nL 615.625713 201.498445 \nL 615.764713 200.999851 \nL 615.834213 201.063935 \nL 616.042714 199.298316 \nL 616.181715 198.142446 \nL 616.251215 198.23374 \nL 616.390216 198.366391 \nL 616.876717 196.909424 \nL 617.154719 198.657553 \nL 617.57172 195.441295 \nL 617.64122 195.506729 \nL 617.710721 195.672376 \nL 617.780221 195.576777 \nL 617.849721 195.459783 \nL 617.988722 194.420118 \nL 618.127722 194.353229 \nL 618.405723 195.58654 \nL 618.683724 197.747544 \nL 618.822725 199.123773 \nL 619.100726 203.551631 \nL 619.448227 209.464792 \nL 619.934729 217.023493 \nL 620.14323 218.134637 \nL 620.21273 217.989271 \nL 620.28223 218.119242 \nL 620.560231 219.181527 \nL 620.629732 219.440778 \nL 620.768732 220.393332 \nL 621.324734 217.837918 \nL 621.602735 218.654765 \nL 621.741736 218.66243 \nL 622.089237 220.37632 \nL 622.158737 220.420523 \nL 622.297738 219.812169 \nL 622.506239 218.208312 \nL 622.71474 218.366729 \nL 622.78424 217.921044 \nL 622.85374 218.04684 \nL 623.062241 217.327843 \nL 623.131741 217.396991 \nL 623.340242 218.42908 \nL 623.409742 218.285905 \nL 623.826744 216.049232 \nL 624.591247 205.348597 \nL 624.730247 204.058607 \nL 624.799748 204.126896 \nL 624.938748 203.952185 \nL 625.147249 205.095241 \nL 625.42525 206.766184 \nL 625.633751 206.001802 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166.685617 \nL 636.475792 166.789644 \nL 636.614792 166.905252 \nL 636.823293 168.044999 \nL 636.962294 169.03902 \nL 637.587796 173.783702 \nL 637.796297 171.842893 \nL 638.213298 166.611838 \nL 638.421799 165.475433 \nL 638.6998 166.954459 \nL 638.769301 166.879208 \nL 639.186302 164.052885 \nL 639.881305 157.176959 \nL 640.228806 152.022502 \nL 640.715308 145.8 \nL 640.854308 147.96128 \nL 641.479811 157.887878 \nL 641.757812 159.558228 \nL 642.105313 156.317784 \nL 642.244314 154.703428 \nL 642.661315 146.661981 \nL 642.730816 146.344164 \nL 642.800316 146.447765 \nL 642.869816 146.567734 \nL 643.425818 151.335996 \nL 643.773319 156.744876 \nL 644.537822 169.082635 \nL 644.885324 171.808142 \nL 645.232825 174.813914 \nL 645.371826 174.423685 \nL 645.510826 174.984443 \nL 645.649827 174.85579 \nL 645.788827 175.021722 \nL 645.997328 174.114418 \nL 646.41433 170.630454 \nL 646.692331 171.375296 \nL 647.178832 175.836452 \nL 647.387333 176.789068 \nL 647.943335 173.964545 \nL 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181.124921 \nL 664.275897 181.025509 \nL 664.414898 181.218817 \nL 664.484398 180.984415 \nL 664.9014 183.39285 \nL 665.248901 187.105791 \nL 665.387902 187.867323 \nL 665.804903 192.161575 \nL 665.943904 191.25354 \nL 666.221905 189.727217 \nL 666.291405 190.018008 \nL 666.499906 188.526157 \nL 666.638906 188.012302 \nL 666.777907 187.877673 \nL 666.916907 187.039056 \nL 667.194908 188.467468 \nL 667.61191 190.804514 \nL 667.820411 192.453901 \nL 668.167912 195.739979 \nL 668.237412 195.707407 \nL 668.376413 195.905596 \nL 668.445913 195.831813 \nL 668.515413 196.088843 \nL 668.862915 194.433892 \nL 669.349417 192.412257 \nL 669.418917 192.376564 \nL 669.557917 191.872862 \nL 669.696918 192.704688 \nL 669.766418 192.681824 \nL 669.974919 192.810134 \nL 670.044419 192.963269 \nL 670.113919 192.839909 \nL 670.32242 190.408023 \nL 670.669922 186.644264 \nL 670.739422 186.321378 \nL 670.808922 186.43415 \nL 670.878422 186.519658 \nL 671.295424 183.614646 \nL 671.434424 183.172115 \nL 671.642925 183.084007 \nL 671.712425 182.951419 \nL 671.851426 183.643646 \nL 671.920926 183.572916 \nL 671.990427 183.700115 \nL 672.268428 185.270839 \nL 672.407428 185.128707 \nL 672.546429 184.703299 \nL 673.449932 174.885431 \nL 673.519432 174.744347 \nL 673.658433 175.094057 \nL 673.727933 175.05137 \nL 674.005934 174.465072 \nL 674.075434 174.655899 \nL 674.353436 176.135765 \nL 674.631437 175.213754 \nL 674.700937 175.283971 \nL 674.770437 175.141409 \nL 674.978938 173.789189 \nL 675.048438 173.842616 \nL 675.256939 173.528348 \nL 675.326439 173.597008 \nL 675.46544 174.453343 \nL 675.951942 178.593762 \nL 676.021442 178.598812 \nL 676.577444 175.786488 \nL 676.646944 175.357271 \nL 676.716444 175.425139 \nL 676.855445 175.935272 \nL 677.063946 178.261473 \nL 677.411447 183.282129 \nL 677.619948 184.228225 \nL 677.689448 184.246935 \nL 677.828449 183.528601 \nL 678.10645 178.410919 \nL 678.801452 162.139261 \nL 678.940453 162.703598 \nL 679.218454 165.512574 \nL 679.704956 170.689287 \nL 679.843956 171.783408 \nL 680.469459 182.540272 \nL 680.67796 181.83769 \nL 680.74746 181.981025 \nL 680.955961 184.913987 \nL 681.303462 189.965172 \nL 681.581463 192.771341 \nL 681.720463 191.709458 \nL 682.206965 188.001492 \nL 682.276466 188.013408 \nL 682.484966 186.891757 \nL 682.554467 186.982255 \nL 682.623967 186.872249 \nL 683.31897 183.524404 \nL 683.38847 183.665958 \nL 683.52747 184.04233 \nL 683.596971 183.906878 \nL 683.805471 184.216067 \nL 683.944472 185.162885 \nL 684.430974 189.627367 \nL 684.639475 188.313871 \nL 684.778475 185.981334 \nL 684.986976 182.745365 \nL 686.09898 169.200937 \nL 686.446481 167.133085 \nL 686.515982 167.414256 \nL 686.585482 167.17002 \nL 686.654982 167.287634 \nL 686.863483 168.92076 \nL 687.280485 173.76562 \nL 687.349985 173.973528 \nL 687.419485 173.866447 \nL 687.488985 173.715974 \nL 687.697486 172.415906 \nL 687.766986 172.427116 \nL 687.905987 172.650398 \nL 687.975487 172.562935 \nL 688.044987 172.76153 \nL 688.183988 172.391363 \nL 688.392489 172.884747 \nL 688.531489 173.460771 \nL 688.60099 173.426534 \nL 688.80949 174.711812 \nL 689.087491 172.788192 \nL 689.365492 171.90311 \nL 689.504493 171.761795 \nL 689.712994 171.090522 \nL 689.782494 170.993328 \nL 689.921495 171.996127 \nL 690.268996 171.309753 \nL 690.338496 171.469415 \nL 690.685997 174.264074 \nL 690.824998 174.002292 \nL 691.102999 175.050341 \nL 691.4505 173.557137 \nL 691.520001 173.636387 \nL 691.659001 172.871419 \nL 691.798002 170.752033 \nL 691.867502 170.978849 \nL 691.937002 171.077636 \nL 692.145503 172.128998 \nL 692.284504 171.967841 \nL 692.562505 173.119496 \nL 693.049006 175.405069 \nL 693.188007 175.890329 \nL 693.327008 175.189034 \nL 694.02201 170.365496 \nL 694.09151 170.184169 \nL 694.161011 170.248714 \nL 694.369511 170.960106 \nL 694.439012 171.009836 \nL 694.647513 170.727843 \nL 694.717013 170.784875 \nL 694.925514 169.207872 \nL 694.995014 169.333028 \nL 695.342515 168.338706 \nL 695.412015 168.45471 \nL 695.551016 167.078489 \nL 696.107018 158.463674 \nL 696.315519 159.41 \nL 696.454519 159.069483 \nL 696.59352 159.907761 \nL 696.66302 159.831063 \nL 696.73252 159.705605 \nL 697.080022 157.887289 \nL 697.149522 157.916631 \nL 697.219022 157.90153 \nL 697.288523 157.601746 \nL 697.358023 157.755923 \nL 697.566524 157.634086 \nL 697.775024 159.537376 \nL 698.261526 165.033736 \nL 698.331026 165.189301 \nL 698.609028 164.724444 \nL 698.817528 165.306405 \nL 698.956529 166.129325 \nL 699.026029 166.10758 \nL 699.23453 165.00675 \nL 699.443031 165.733605 \nL 699.651531 165.508638 \nL 699.790532 166.288883 \nL 699.929533 167.998522 \nL 700.207534 173.671478 \nL 700.624535 181.77412 \nL 700.694035 182.383016 \nL 700.763536 182.302449 \nL 700.902536 181.701752 \nL 700.972037 181.835981 \nL 701.667039 188.238929 \nL 701.87554 191.257643 \nL 702.223041 192.891756 \nL 702.501042 191.48067 \nL 702.640043 191.507981 \nL 702.848544 190.242496 \nL 703.404546 182.901319 \nL 703.682547 182.061855 \nL 703.752047 182.29236 \nL 704.030048 183.986959 \nL 704.099548 184.360172 \nL 705.072552 198.229657 \nL 705.211553 198.777836 \nL 705.281053 198.618783 \nL 705.628554 197.380535 \nL 705.698054 197.392952 \nL 706.323557 194.858336 \nL 706.462557 195.085097 \nL 706.532058 195.083538 \nL 706.671058 195.695801 \nL 706.879559 195.273073 \nL 706.949059 195.427783 \nL 707.018559 195.393904 \nL 707.22706 195.133424 \nL 707.435561 194.352618 \nL 707.574562 193.877681 \nL 707.922063 191.477898 \nL 708.061063 191.528868 \nL 708.269564 190.742525 \nL 708.825566 191.852918 \nL 709.103567 190.726727 \nL 709.242568 189.863022 \nL 709.381568 189.248333 \nL 709.520569 189.604243 \nL 709.72907 188.655219 \nL 710.007071 189.277046 \nL 710.076571 189.170877 \nL 710.215572 188.117527 \nL 710.493573 185.568861 \nL 710.910574 183.1285 \nL 711.327576 178.894354 \nL 711.605577 180.009343 \nL 712.092079 183.814309 \nL 712.231079 183.382486 \nL 712.37008 184.185617 \nL 712.717581 187.367185 \nL 712.856582 187.632203 \nL 712.926082 187.512246 \nL 713.204083 185.523716 \nL 713.412584 183.980678 \nL 713.621085 183.741217 \nL 713.899086 181.699817 \nL 714.038086 181.741824 \nL 714.107586 181.716148 \nL 714.316087 182.659815 \nL 714.455088 183.872876 \nL 714.524588 183.811513 \nL 714.733089 184.185348 \nL 715.01109 185.563704 \nL 715.08059 185.187398 \nL 715.15009 185.230037 \nL 716.053594 193.103729 \nL 716.331595 195.799572 \nL 716.401095 195.806454 \nL 716.470595 196.008723 \nL 716.748596 197.819962 \nL 716.818097 197.80074 \nL 716.887597 197.408686 \nL 716.957097 197.439253 \nL 717.026597 197.601878 \nL 717.096098 197.570693 \nL 717.304598 196.878443 \nL 717.7216 191.580687 \nL 718.069101 187.599211 \nL 718.138602 187.617955 \nL 718.416603 188.852034 \nL 718.555603 189.859694 \nL 718.972605 193.575433 \nL 719.042105 193.741572 \nL 719.181106 192.324906 \nL 719.528607 187.575901 \nL 719.598107 187.088253 \nL 719.667607 187.167534 \nL 719.945608 188.156762 \nL 720.154109 190.785794 \nL 720.571111 199.934966 \nL 720.710111 201.340158 \nL 720.988112 201.796171 \nL 721.196613 201.033186 \nL 721.266114 201.113957 \nL 721.335614 200.732929 \nL 721.405114 200.827116 \nL 721.474614 200.65341 \nL 721.683115 199.97528 \nL 721.752615 200.051677 \nL 721.891616 199.718525 \nL 722.169617 198.142986 \nL 722.656119 192.033607 \nL 723.142621 180.973171 \nL 723.420622 176.685513 \nL 723.559622 175.468403 \nL 723.629122 175.56575 \nL 723.907124 177.725008 \nL 724.185125 180.320922 \nL 724.324125 180.226407 \nL 724.393625 180.043359 \nL 724.810627 177.520756 \nL 725.019128 176.631295 \nL 725.297129 175.270885 \nL 725.366629 175.068815 \nL 725.71413 172.821614 \nL 725.853131 172.299385 \nL 726.409133 167.144416 \nL 726.548134 166.764929 \nL 726.687134 167.674657 \nL 727.243136 178.306597 \nL 727.729638 186.016563 \nL 727.868639 186.367693 \nL 727.938139 186.146383 \nL 728.14664 182.974218 \nL 728.494141 178.668579 \nL 728.563641 178.625302 \nL 728.633141 179.028403 \nL 728.702642 178.877293 \nL 729.050143 177.461579 \nL 729.119643 177.492587 \nL 729.328144 178.529076 \nL 729.397644 178.481222 \nL 729.536645 177.832566 \nL 730.092647 182.13499 \nL 730.301148 182.472514 \nL 730.370648 182.294527 \nL 730.579149 180.373996 \nL 731.274151 167.12649 \nL 731.552153 166.637782 \nL 731.969154 168.741798 \nL 732.038654 168.696356 \nL 732.177655 169.416302 \nL 732.525156 172.183931 \nL 732.664157 173.256166 \nL 733.081158 176.145948 \nL 733.150659 176.296653 \nL 733.289659 175.978996 \nL 733.63716 175.807462 \nL 733.776161 174.839536 \nL 734.888165 165.205691 \nL 735.374667 163.434257 \nL 735.444167 163.860233 \nL 735.513668 163.671098 \nL 735.583168 163.446224 \nL 735.652668 163.554187 \nL 735.791669 163.659862 \nL 735.930669 164.319871 \nL 736.347671 169.50741 \nL 736.556172 171.81679 \nL 736.695172 172.084081 \nL 736.764672 171.946013 \nL 737.042673 172.608906 \nL 737.112174 172.641428 \nL 737.390175 171.274153 \nL 738.085177 163.338667 \nL 738.293678 162.035087 \nL 738.363178 162.3487 \nL 738.988681 171.18252 \nL 739.614183 175.529758 \nL 739.683683 175.591764 \nL 739.892184 175.329176 \nL 740.031185 176.007905 \nL 740.239685 178.98853 \nL 740.587187 184.147422 \nL 740.795688 185.787627 \nL 740.865188 185.661958 \nL 741.143189 184.62226 \nL 741.282189 184.149052 \nL 741.35169 184.097696 \nL 741.49069 184.614662 \nL 741.907692 181.148005 \nL 741.977192 181.197253 \nL 742.185693 182.875978 \nL 742.463694 184.437682 \nL 742.533194 184.375513 \nL 742.880696 181.307618 \nL 743.089196 178.393305 \nL 743.853699 166.589656 \nL 744.0622 166.414442 \nL 744.548702 162.777408 \nL 744.826703 160.651588 \nL 744.965703 160.431207 \nL 745.035204 160.582277 \nL 745.521706 164.382045 \nL 745.591206 164.305296 \nL 745.660706 163.83639 \nL 745.730206 164.065814 \nL 745.799707 164.282354 \nL 746.63371 173.519675 \nL 746.911711 174.537621 \nL 747.120212 172.842966 \nL 747.189712 172.855122 \nL 747.398213 173.026881 \nL 747.467713 172.860654 \nL 747.537213 172.971358 \nL 747.745714 175.953423 \nL 748.162716 187.16797 \nL 748.579717 199.077211 \nL 748.788218 200.748017 \nL 748.927218 201.040544 \nL 749.20522 200.203699 \nL 749.41372 199.111227 \nL 749.622221 197.370841 \nL 749.691721 197.32277 \nL 749.900222 196.076654 \nL 750.039223 196.098801 \nL 750.525725 199.702647 \nL 750.873226 203.734311 \nL 751.429228 206.236488 \nL 751.568228 206.188055 \nL 751.776729 207.647856 \nL 751.84623 207.47942 \nL 751.91573 207.391799 \nL 752.124231 205.963632 \nL 752.471732 202.211232 \nL 752.541232 201.851386 \nL 752.610732 202.058523 \nL 752.749733 202.845904 \nL 753.514236 210.336758 \nL 753.722737 211.213353 \nL 753.861737 210.833692 \nL 754.278739 211.707721 \nL 754.973741 219.458175 \nL 755.877245 226.395938 \nL 755.946745 226.462718 \nL 756.294246 225.331323 \nL 756.641748 218.742485 \nL 757.058749 209.139841 \nL 757.33675 206.087575 \nL 757.475751 205.871034 \nL 757.614751 206.282822 \nL 757.892752 207.303965 \nL 758.031753 206.796142 \nL 758.309754 205.448552 \nL 758.379254 205.26609 \nL 758.796256 208.520806 \nL 758.935256 208.559262 \nL 759.143757 208.053462 \nL 759.352258 206.949749 \nL 759.630259 204.810578 \nL 759.699759 204.930594 \nL 760.116761 207.571061 \nL 760.325262 208.055955 \nL 760.603263 207.194149 \nL 761.159265 202.377209 \nL 761.437266 197.754757 \nL 761.506766 197.857699 \nL 761.576266 197.640092 \nL 761.715267 196.784971 \nL 761.854268 196.982766 \nL 761.923768 196.757402 \nL 762.132269 195.189883 \nL 762.201769 195.418632 \nL 762.271269 195.268821 \nL 762.41027 194.833376 \nL 762.47977 194.920345 \nL 762.54927 194.843997 \nL 763.522274 186.047827 \nL 763.661274 185.992531 \nL 763.800275 186.751055 \nL 764.147776 192.01468 \nL 764.356277 192.237955 \nL 764.425777 192.188361 \nL 764.564778 192.60516 \nL 764.703778 192.241599 \nL 764.773279 192.320622 \nL 764.912279 191.705385 \nL 765.05128 192.002436 \nL 765.12078 191.581032 \nL 765.19028 191.685817 \nL 765.25978 191.644026 \nL 765.329281 191.877351 \nL 765.468281 191.272582 \nL 765.885283 188.052242 \nL 766.024283 186.933786 \nL 766.093784 186.945328 \nL 766.302284 187.903961 \nL 766.510785 187.674661 \nL 766.580285 187.778407 \nL 767.136288 193.547452 \nL 767.83129 201.993906 \nL 767.970291 201.973897 \nL 768.873794 192.172369 \nL 768.943294 192.344182 \nL 769.151795 192.743969 \nL 769.290796 193.904823 \nL 769.568797 192.230546 \nL 769.985798 189.3951 \nL 770.055299 189.332432 \nL 770.4028 187.587295 \nL 770.4723 187.799645 \nL 770.750301 188.606119 \nL 770.958802 189.169293 \nL 771.167303 190.972594 \nL 771.375804 191.946422 \nL 771.445304 191.624926 \nL 771.584304 190.708895 \nL 771.653805 190.615065 \nL 771.792805 190.932743 \nL 772.001306 190.819876 \nL 772.209807 190.280726 \nL 772.626808 186.22567 \nL 772.904809 183.915986 \nL 773.18281 182.835791 \nL 774.642316 172.513193 \nL 774.850817 174.319891 \nL 775.198318 178.800413 \nL 775.68482 181.402656 \nL 775.75432 181.328479 \nL 775.962821 180.969136 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188.373369 \nL 789.167871 188.629653 \nL 789.376372 189.324976 \nL 789.445872 189.121573 \nL 789.515372 189.216348 \nL 789.584873 189.29105 \nL 789.654373 189.546231 \nL 789.932374 188.678063 \nL 790.279875 187.203474 \nL 790.349376 187.077338 \nL 790.488376 185.783777 \nL 790.696877 184.063171 \nL 790.905378 183.458443 \nL 791.53088 177.633907 \nL 791.739381 176.132068 \nL 791.808881 176.250887 \nL 791.878381 176.53377 \nL 792.156382 178.598213 \nL 792.225883 178.560343 \nL 792.364883 178.851798 \nL 792.434384 178.778642 \nL 792.781885 176.358248 \nL 792.920885 177.118632 \nL 793.198886 179.815982 \nL 793.337887 179.735072 \nL 793.546388 179.81817 \nL 793.685388 179.554165 \nL 793.754889 179.693213 \nL 794.03289 181.202523 \nL 794.10239 180.853589 \nL 794.519391 176.145406 \nL 794.727892 174.463535 \nL 794.797392 174.637381 \nL 794.936393 174.185551 \nL 795.005893 174.316851 \nL 795.144894 174.89082 \nL 795.353395 177.950261 \nL 795.839896 184.34099 \nL 795.978897 184.841167 \nL 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586.088101 189.954492 \nL 586.227101 189.454848 \nL 586.366102 189.794165 \nL 586.505102 189.253702 \nL 586.852604 185.753096 \nL 586.922104 185.607002 \nL 587.339105 182.843193 \nL 587.547606 181.645308 \nL 588.242609 174.813517 \nL 588.312109 174.533044 \nL 588.381609 174.632039 \nL 588.52061 175.20986 \nL 589.771615 190.230502 \nL 590.258116 192.282186 \nL 590.327617 192.080818 \nL 590.814119 186.709953 \nL 590.883619 186.697295 \nL 590.953119 186.888998 \nL 591.022619 186.792904 \nL 591.16162 185.52936 \nL 591.30062 184.905343 \nL 591.648122 185.153328 \nL 591.787122 185.993611 \nL 591.995623 188.257611 \nL 592.412625 194.091753 \nL 592.760126 195.928975 \nL 593.038127 194.615016 \nL 593.385628 190.570067 \nL 593.455129 190.440813 \nL 593.94163 187.950565 \nL 594.358632 189.510768 \nL 594.636633 189.272461 \nL 594.775634 188.687711 \nL 594.845134 188.94172 \nL 594.914634 189.033975 \nL 594.984134 189.446276 \nL 595.053635 189.423794 \nL 595.262135 188.862568 \nL 595.401136 188.461295 \nL 595.470636 188.744074 \nL 595.887638 194.120069 \nL 596.165639 197.166186 \nL 596.37414 197.988487 \nL 596.44364 198.177784 \nL 596.51314 198.078641 \nL 596.860642 197.234812 \nL 597.208143 193.773905 \nL 597.277643 193.792539 \nL 597.416644 192.916821 \nL 597.486144 192.953659 \nL 597.625144 193.364777 \nL 597.833645 195.964568 \nL 598.181147 201.690944 \nL 598.598148 204.765445 \nL 598.667648 204.678105 \nL 598.737149 204.843775 \nL 599.01515 207.463078 \nL 599.293151 210.053242 \nL 599.640652 211.759241 \nL 599.710152 211.988804 \nL 599.918653 211.200941 \nL 600.196654 207.828095 \nL 600.891657 199.049125 \nL 600.961157 198.842131 \nL 601.030657 198.942969 \nL 601.100158 199.095036 \nL 601.308658 201.418551 \nL 601.65616 207.529498 \nL 601.86466 210.420683 \nL 601.934161 210.485041 \nL 602.629163 203.939781 \nL 602.907164 201.109399 \nL 603.880168 193.410624 \nL 603.949668 193.600442 \nL 604.36667 196.023277 \nL 604.575171 195.326659 \nL 604.714171 194.371963 \nL 605.270173 184.978261 \nL 605.548174 182.976842 \nL 605.756675 182.597794 \nL 606.173677 183.970133 \nL 606.660179 179.969173 \nL 606.729679 180.020564 \nL 606.799179 180.134876 \nL 607.216181 178.419223 \nL 607.285681 178.604411 \nL 607.424682 177.958956 \nL 607.494182 177.362482 \nL 607.563682 177.405541 \nL 607.702683 176.655894 \nL 607.980684 174.114713 \nL 608.050184 174.078427 \nL 608.119684 174.192998 \nL 608.189184 173.797579 \nL 608.397685 174.719246 \nL 608.467186 174.66956 \nL 608.675686 174.953122 \nL 608.745187 174.806784 \nL 608.953687 175.753221 \nL 609.440189 179.834043 \nL 609.57919 180.379133 \nL 609.64869 180.413591 \nL 609.857191 179.915516 \nL 609.926691 179.580018 \nL 610.065692 179.891761 \nL 610.343693 178.99296 \nL 610.413193 179.023283 \nL 610.760694 181.467317 \nL 611.733698 195.521291 \nL 611.872698 197.381704 \nL 612.011699 196.612119 \nL 612.2202 194.580469 \nL 612.637201 189.465636 \nL 612.706702 189.589265 \nL 612.776202 189.501802 \nL 612.845702 189.51438 \nL 612.915202 189.354428 \nL 612.984703 189.442993 \nL 613.123703 189.758272 \nL 613.262704 189.383207 \nL 613.471205 187.62356 \nL 613.679705 184.759077 \nL 614.93071 162.615642 \nL 615.278211 162.889556 \nL 615.347712 162.762664 \nL 615.417212 162.618492 \nL 615.834213 165.994911 \nL 616.112215 168.13299 \nL 616.320715 167.620362 \nL 617.43272 179.319805 \nL 617.849721 177.619273 \nL 618.127722 175.369702 \nL 618.266723 175.564698 \nL 619.100726 182.907743 \nL 620.07373 192.284167 \nL 620.14323 192.216996 \nL 620.21273 192.251204 \nL 620.351731 191.038706 \nL 620.560231 187.517144 \nL 621.255234 174.058507 \nL 622.019737 160.055295 \nL 622.089237 160.095132 \nL 622.85374 166.052442 \nL 622.92324 166.108445 \nL 623.062241 165.549494 \nL 623.270742 163.930141 \nL 623.479242 161.727318 \nL 623.618243 161.710433 \nL 623.757244 162.340306 \nL 623.896244 163.197654 \nL 624.313246 166.701744 \nL 625.077749 178.914118 \nL 625.216749 179.796594 \nL 625.49475 182.256557 \nL 625.56425 182.64706 \nL 625.633751 182.600524 \nL 625.703251 182.155933 \nL 625.772751 182.245131 \nL 625.981252 181.958599 \nL 626.328753 183.247245 \nL 627.371257 195.99947 \nL 627.440758 195.854225 \nL 627.788259 196.798924 \nL 627.927259 198.165373 \nL 628.622262 206.107595 \nL 628.691762 206.107918 \nL 628.830763 206.554586 \nL 628.900263 206.448418 \nL 629.108764 203.807795 \nL 629.456265 198.467015 \nL 629.664766 197.509771 \nL 629.803766 197.495201 \nL 629.873267 197.602024 \nL 630.081768 197.167935 \nL 630.359769 198.149545 \nL 630.498769 197.625313 \nL 631.193772 189.262941 \nL 631.263272 189.133347 \nL 631.541273 187.835342 \nL 632.166775 185.451624 \nL 632.514277 182.863116 \nL 632.583777 182.861272 \nL 632.653277 183.212612 \nL 632.722778 183.021287 \nL 633.000779 182.154667 \nL 633.139779 181.532795 \nL 633.27878 181.880308 \nL 633.34828 181.83658 \nL 633.904282 186.210237 \nL 634.182283 190.226302 \nL 634.807785 201.380705 \nL 635.085787 201.886651 \nL 635.224787 200.305064 \nL 635.433288 198.437347 \nL 635.502788 198.414795 \nL 635.641789 198.056193 \nL 635.711289 198.354145 \nL 635.780789 198.323193 \nL 635.850289 198.13955 \nL 636.05879 198.841736 \nL 636.197791 198.289214 \nL 636.614792 194.02596 \nL 637.101294 188.249939 \nL 637.309795 186.692189 \nL 637.379295 186.713162 \nL 637.448795 186.333762 \nL 637.518296 186.353984 \nL 638.352299 196.350879 \nL 638.421799 196.10179 \nL 638.769301 193.035275 \nL 639.533803 182.165258 \nL 640.020305 177.623564 \nL 640.298306 178.038842 \nL 640.576307 181.647089 \nL 641.062809 188.688269 \nL 641.132309 188.2396 \nL 641.34081 185.87908 \nL 642.591815 163.899631 \nL 642.661315 163.590527 \nL 642.939316 165.922631 \nL 643.217317 168.568591 \nL 643.495318 171.546745 \nL 643.98182 179.667846 \nL 644.259821 184.827662 \nL 644.398822 186.18184 \nL 644.676823 189.226043 \nL 645.093825 191.244669 \nL 645.302325 192.582183 \nL 645.788827 197.368013 \nL 645.858327 197.282887 \nL 645.927828 197.191637 \nL 645.997328 196.914279 \nL 646.48383 190.88622 \nL 646.55333 190.998866 \nL 646.761831 191.712911 \nL 646.831331 191.6953 \nL 646.900831 191.560825 \nL 646.970332 191.646369 \nL 647.039832 191.765563 \nL 647.178832 191.328714 \nL 647.456833 189.090562 \nL 647.804335 185.976674 \nL 647.943335 184.683299 \nL 648.151836 181.302024 \nL 648.499337 175.965501 \nL 649.12484 171.007464 \nL 649.333341 172.363969 \nL 649.541841 174.215652 \nL 649.680842 173.879416 \nL 650.097843 176.819906 \nL 650.167344 176.707745 \nL 650.584345 176.642039 \nL 650.723346 177.267534 \nL 651.070847 180.840696 \nL 651.487849 185.804723 \nL 651.626849 185.626404 \nL 651.76585 186.291339 \nL 651.83535 186.233959 \nL 651.974351 185.471276 \nL 652.669353 174.7919 \nL 652.808354 174.955961 \nL 653.016855 176.802418 \nL 653.364356 179.930412 \nL 653.642357 181.537148 \nL 653.711857 181.689334 \nL 653.781357 181.548113 \nL 654.059359 178.461965 \nL 654.33736 175.552807 \nL 654.40686 175.25752 \nL 654.615361 175.754109 \nL 654.684861 175.886731 \nL 654.893362 177.048393 \nL 655.101862 178.130494 \nL 655.240863 178.677092 \nL 655.449364 177.656931 \nL 656.144366 170.480408 \nL 656.283367 169.875785 \nL 656.352867 169.921259 \nL 656.630868 171.279326 \nL 657.256371 175.482504 \nL 657.534372 178.393036 \nL 657.812373 181.411662 \nL 657.951373 182.784275 \nL 658.020874 182.88697 \nL 658.507375 181.145197 \nL 658.715876 180.59719 \nL 658.854877 180.696213 \nL 658.993877 181.798786 \nL 659.063378 181.704737 \nL 659.410879 181.235025 \nL 659.82788 182.4747 \nL 660.105881 183.067606 \nL 660.383883 184.675861 \nL 660.453383 184.790404 \nL 660.522883 184.697249 \nL 660.592383 184.765985 \nL 660.661884 184.652247 \nL 660.870384 183.64934 \nL 660.939885 183.74975 \nL 661.287386 182.616628 \nL 661.495887 185.154598 \nL 662.816392 207.933009 \nL 662.955392 208.471247 \nL 663.094393 208.050544 \nL 663.233393 206.761359 \nL 663.650395 201.405328 \nL 663.719895 201.578187 \nL 663.789395 201.522089 \nL 663.997896 200.306701 \nL 664.067396 200.402806 \nL 664.275897 200.742566 \nL 664.345398 200.805405 \nL 665.387902 207.254768 \nL 665.596402 206.640732 \nL 665.735403 205.520882 \nL 666.221905 198.19969 \nL 666.291405 198.327793 \nL 666.499906 200.456387 \nL 666.986408 208.619547 \nL 667.055908 208.761591 \nL 667.125408 208.660492 \nL 667.264409 208.529327 \nL 667.54241 209.470276 \nL 667.820411 210.860643 \nL 667.959411 210.688643 \nL 668.098412 212.024099 \nL 668.654414 217.182296 \nL 668.862915 215.881744 \nL 669.071415 214.546356 \nL 669.210416 214.123205 \nL 669.349417 212.721067 \nL 669.418917 212.897011 \nL 669.835918 215.760621 \nL 670.044419 217.152027 \nL 670.18342 216.801816 \nL 670.530921 213.220415 \nL 670.739422 211.991789 \nL 670.878422 212.166796 \nL 671.503925 214.42236 \nL 671.573425 214.384519 \nL 671.642925 214.250244 \nL 672.337928 209.518334 \nL 672.407428 209.523436 \nL 672.546429 210.147468 \nL 672.615929 210.003203 \nL 672.96343 209.177561 \nL 673.032931 209.337883 \nL 673.310932 210.525388 \nL 673.380432 210.450232 \nL 673.658433 208.257542 \nL 673.866934 206.911258 \nL 674.005934 205.765316 \nL 675.46544 192.022499 \nL 675.60444 191.970615 \nL 675.812941 192.514171 \nL 675.951942 192.780769 \nL 676.021442 193.20387 \nL 676.090942 193.077121 \nL 676.229943 193.418512 \nL 676.438443 191.879914 \nL 676.716444 189.037515 \nL 676.855445 189.723553 \nL 677.063946 188.59191 \nL 677.411447 185.786852 \nL 677.480947 185.709975 \nL 677.689448 184.564276 \nL 677.828449 184.735327 \nL 677.897949 184.976117 \nL 678.17595 186.671843 \nL 678.453951 187.885339 \nL 678.592952 187.73684 \nL 678.662452 187.569332 \nL 678.940453 183.675681 \nL 679.496455 173.061723 \nL 680.469459 159.419293 \nL 680.67796 157.72382 \nL 681.094961 152.845218 \nL 681.233962 152.342415 \nL 681.303462 152.477344 \nL 681.372962 152.669365 \nL 681.442462 152.576894 \nL 681.511963 152.29728 \nL 681.581463 152.466255 \nL 681.720463 153.058071 \nL 681.859464 152.825806 \nL 681.928964 152.988082 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194.658641 \nL 692.006502 193.671248 \nL 692.354004 190.365275 \nL 692.632005 188.563639 \nL 692.840506 189.68736 \nL 692.979506 190.560664 \nL 693.049006 190.423521 \nL 693.466008 188.518025 \nL 694.508512 177.179795 \nL 694.578012 176.942253 \nL 694.717013 177.759849 \nL 695.620516 187.887742 \nL 696.037518 194.12066 \nL 696.315519 196.645958 \nL 696.73252 201.283145 \nL 696.941021 201.889027 \nL 697.010521 201.851777 \nL 697.427523 200.661968 \nL 697.497023 200.730981 \nL 697.636024 201.424688 \nL 698.122526 206.146423 \nL 698.261526 205.813781 \nL 698.539527 204.679985 \nL 698.609028 204.880367 \nL 698.817528 203.640318 \nL 699.026029 202.105715 \nL 699.095529 201.980931 \nL 699.16503 202.049506 \nL 699.443031 203.542213 \nL 699.790532 202.112978 \nL 699.999033 200.329294 \nL 700.138033 199.849343 \nL 700.207534 199.928064 \nL 700.485535 197.952427 \nL 700.833036 194.460072 \nL 701.041537 193.392571 \nL 701.250038 193.096396 \nL 701.389038 193.068162 \nL 701.458538 193.294351 \nL 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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Show traces and histograms\n",
+    "import pints.plot\n",
+    "pints.plot.trace(full_chains)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "R-hat:\n[1.0514614977716135, 1.0496007923779316]\n0.17344244362561234\n0.15020101719994083\n0.1366455438681189\n"
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x432 with 4 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "# Discard warm up\n",
+    "chains = full_chains[:, 200:]\n",
+    "\n",
+    "# Check convergence using rhat criterion\n",
+    "print('R-hat:')\n",
+    "print(pints.rhat_all_params(chains))\n",
+    "\n",
+    "# Check Kullback-Leibler divergence of chains\n",
+    "print(log_pdf.kl_divergence(chains[0]))\n",
+    "print(log_pdf.kl_divergence(chains[1]))\n",
+    "print(log_pdf.kl_divergence(chains[2]))\n",
+    "\n",
+    "# Look at distribution in chain 0\n",
+    "pints.plot.pairwise(chains[0], kde=True)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that sampling u approximately uniformly from the interval \\[0, 1\\] at each MCMC iteration still recovers the high probability regions of the pdf reasonably well. It seems, however, that in comparison to before [11](#gradualu) the tails are less extensively explored. This is because the gradual updating of u clusters rejections of proposals (if u is close to 1, more proposals are rejected), while the total amount of rejections for each chain remains the same (u assumes values in \\[0, 1\\] uniformly for both updating strategies). As a result, clustered rejections, lead to a better exporation of the space, which is in this case illustrated by a better sampling of the tails. For more information, see [Neal Langevin MCMC](http://pints.readthedocs.io/en/latest/mcmc_samplers/hamiltonian_mcmc.html)."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3.7.5 64-bit ('venv': venv)",
+   "language": "python",
+   "name": "python37564bitvenvvenvd90f37b0ba2d4c088dc4ac74e8b7e700"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.5-final"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
\ No newline at end of file
diff --git a/pints/__init__.py b/pints/__init__.py
index f9f8153848..382504f66f 100644
--- a/pints/__init__.py
+++ b/pints/__init__.py
@@ -219,6 +219,7 @@ def version(formatted=False):
 from ._mcmc._mala import MALAMCMC
 from ._mcmc._metropolis import MetropolisRandomWalkMCMC
 from ._mcmc._monomial_gamma_hamiltonian import MonomialGammaHamiltonianMCMC
+from ._mcmc._neal_langevin import NealLangevinMCMC
 from ._mcmc._population import PopulationMCMC
 from ._mcmc._rao_blackwell_ac import RaoBlackwellACMC
 from ._mcmc._relativistic import RelativisticMCMC
diff --git a/pints/_mcmc/_neal_langevin.py b/pints/_mcmc/_neal_langevin.py
new file mode 100644
index 0000000000..f2fb30097a
--- /dev/null
+++ b/pints/_mcmc/_neal_langevin.py
@@ -0,0 +1,505 @@
+#
+# Horowitz Langenvin MCMC method
+#
+# This file is part of PINTS (https://github.com/pints-team/pints/) which is
+# released under the BSD 3-clause license. See accompanying LICENSE.md for
+# copyright notice and full license details.
+#
+from __future__ import absolute_import, division
+from __future__ import print_function, unicode_literals
+import pints
+import numpy as np
+
+
+class NealLangevinMCMC(pints.SingleChainMCMC):
+    r"""
+    Implements the Neal Langevin MCMC algorithm as described in [1]_.
+
+    Similar to MALA and HMC, this method uses a physical analogy of a particle
+    moving across a landscape under Hamiltonian dynamics to aid efficient
+    exploration of parameter space. The key differences are a persistent
+    momentum after Horowitz [2]_, and clustered sequences of proposal
+    rejections, which leads to better ergodicity properties.
+
+    It introduces an auxilary variable -- the momentum :math:`p_i` of a
+    particle moving in dimension :math:`i` of negative log posterior space --
+    which supplements the position :math:`q_i` of the particle in parameter
+    space. The particle's motion is dictated by solutions to Hamilton's
+    equations,
+
+    .. math::
+        dq_i/dt &=   \partial H/\partial p_i\\
+        dp_i/dt &= - \partial H/\partial q_i.
+
+    The Hamiltonian is given by,
+
+    .. math::
+        H(q,p) &=       U(q)       +        KE(p)\\
+               &= -\text{log}(p(q|X)p(q)) + \Sigma_{i=1}^{d} p_i^2/2m_i,
+
+    where :math:`d` is the dimensionality of the model and :math:`m_i` is the
+    'mass' assigned to each particle (often chosen to be 1 as default).
+
+    To numerically integrate Hamilton's equations, it is essential to use a
+    sympletic discretisation routine, of which the most typical approach is
+    the leapfrog method,
+
+    .. math::
+        p_i(t + \epsilon/2) &= p_i(t) - (\epsilon/2) d U(q_i(t))/dq_i\\
+        q_i(t + \epsilon) &= q_i(t) + \epsilon p_i(t + \epsilon/2) / m_i\\
+        p_i(t + \epsilon) &= p_i(t + \epsilon/2) -
+                             (\epsilon/2) d U(q_i(t + \epsilon))/dq_i
+
+    In this method each iteration performs exactly one integrational step and
+    is therefore in this regard equivalent to MALA or HMC with only one
+    leapfrog step.
+
+    Proposals :math:`(q', p')=(q(t + \epsilon), p(t + \epsilon))` are accepted
+    if
+
+    .. math::
+        u < \text{exp}(-H(q', p')) / \text{exp}(-H(q, p)),
+
+    where :math:`\text{p}(q,p)\propto \text{exp}(-H(q', p'))` is the
+    probability of the phase space position :math:`(q, p)`. Here
+    :math:`u=|v|` is updated at each MCMC iteration by an increment
+    :math:`\delta \sim \mathcal{N}(\bar \delta, \sigma _{\delta})` and
+    reflected off at the boundaries 1 and -1, such that :math:`u\in [0,1]`.
+    This in contrast to MALA and HMC, where :math:`u` is uniformly drawn from
+    :math:`[0, 1]` at each iteration. The gradual updating of :math:`u` leads
+    to a clustering of rejections, which overall improves the ergodicity of the
+    sampler. See [1]_ for more details.
+
+    If the proposal is rejected, the :math:`(q,p)` is set to the last sampled
+    values and the momentum negated. If the proposal is accepted
+    :math:`(q,p) \leftarrow (q',p')` and the momentum is NOT negated.
+
+    At the beginning of each MCMC iteration the current momentum is updated by
+    a random variable
+    :math:`\Delta p \sim \mathcal{N}(0, \mathbb{1})`
+
+    .. math::
+        p \leftarrow \alpha ^ 2p + \sqrt{1-\alpha ^ 2}\Delta p.
+
+    This leads to a persistance of the momentum for accepted proposals,
+    which avoids Random Walk behaviour in heavily peaked regions of the
+    landscape.
+
+    Setting :math:`\alpha = 0` turns the persistance of the momentum off.
+
+    See references
+
+    Extends :class:`SingleChainMCMC`.
+
+    References
+    ----------
+    .. [1] "Non-reversibly updating a uniform [0,1] value for Metropolis
+           accept/reject decisions". Radford M. Neal, 2020
+           https://arxiv.org/abs/2001.11950v1.
+    .. [2] "A generalized guided Monte Carlo algorithm", Alan M. Horowitz,
+           Physics Letters B, Volume 268, Issue 2, 1991.
+    """
+    def __init__(self, x0, sigma0=None):
+        super(NealLangevinMCMC, self).__init__(x0, sigma0)
+
+        # Set initial state
+        self._running = False
+        self._ready_for_tell = False
+
+        # Current point in the Markov chain
+        self._current = None            # Aka current_q in the chapter
+        self._current_energy = None     # Aka U(current_q) = -log_pdf
+        self._current_gradient = None
+        self._current_momentum = None   # Aka current_p
+
+        # Current point in the leapfrog iterations
+        self._momentum = None       # Aka p in the chapter
+        self._position = None       # Aka q in the chapter
+        self._gradient = None       # Aka grad_U(q) in the chapter
+
+        # Iterations, acceptance monitoring, and leapfrog iterations
+        self._mcmc_iteration = 0
+        self._mcmc_acceptance = 0
+
+        # Default integration step size for leapfrog algorithm
+        self._epsilon = 0.1
+        self._step_size = None
+        self.set_leapfrog_step_size(np.diag(self._sigma0))
+
+        # Default weighting of momentum update
+        self._alpha = 0.9  # Default: high persistance of momentum
+
+        # Default acceptance ratio parameters
+        self._v = None
+        self._delta = 0.05  # Default: slow updating of v
+        self._sigma_delta = self._delta * 0.1  # Default: moderate noise
+
+        # Divergence checking
+        # Create a vector of divergent iterations
+        self._divergent = np.asarray([], dtype='int')
+
+        # Default threshold for Hamiltonian divergences
+        # (currently set to match Stan)
+        self._hamiltonian_threshold = 10**3
+
+    def alpha(self):
+        r"""
+        Returns the weight of the momentum updates.
+
+        Momentum updates before integration are performed according to
+        :math:`p' = \alpha ^2 p_i - \sqrt{1 - \alpha ^2}\Delta p`,
+        where :math:`\Delta p \sim \mathcal{N}(0,\mathbb{1})`.
+        """
+        return self._alpha
+
+    def ask(self):
+        """ See :meth:`SingleChainMCMC.ask()`. """
+        # Check ask/tell pattern
+        if self._ready_for_tell:
+            raise RuntimeError('Ask() called when expecting call to tell().')
+
+        # Initialise on first call
+        if not self._running:
+            self._running = True
+
+        # Notes:
+        #  Ask is responsible for updating the position, which is the point
+        #   returned to the user
+        #  Tell is then responsible for updating the momentum, which uses the
+        #   gradient at this new point
+        #  The MCMC step happens in tell, and does not require any new
+        #   information (it uses the log_pdf and gradient of the final point
+        #   in the leapfrog run).
+
+        # Very first iteration
+        if self._current is None:
+
+            # Ask for the pdf and gradient of x0
+            self._ready_for_tell = True
+            return np.array(self._x0, copy=True)
+
+        # First leapfrog step in chain
+        if self._mcmc_iteration == 1:
+
+            # Sample random initial momentum using identity cov
+            self._current_momentum = np.random.multivariate_normal(
+                np.zeros(self._n_parameters), np.eye(self._n_parameters))
+
+        # Step 1 in ref [1] p. 5
+        # Sample random adjustment of current momentum using identity cov
+        delta_momentum = np.random.multivariate_normal(
+            np.zeros(self._n_parameters), np.eye(self._n_parameters))
+
+        # Compute new momentum with a weighted update
+        self._current_momentum = self._alpha ** 2 * self._current_momentum \
+            + np.sqrt(1 - self._alpha ** 2) * delta_momentum
+
+        # Starting leapfrog position is the current sample in the chain
+        self._position = np.array(self._current, copy=True)
+        self._gradient = np.array(self._current_gradient, copy=True)
+        self._momentum = np.array(self._current_momentum, copy=True)
+
+        # Start of step 2 in ref [1] p. 5. (ends in tell)
+        # Perform first half of leapfrog step for the momentum
+        self._momentum -= self._scaled_epsilon * self._gradient * 0.5
+
+        # Perform a leapfrog step for the position
+        self._position += self._scaled_epsilon * self._momentum
+
+        # Ask for the pdf and gradient of the current leapfrog position
+        # Using this, the leapfrog step for the momentum is performed in tell()
+        self._ready_for_tell = True
+        return np.array(self._position, copy=True)
+
+    def current_log_pdf(self):
+        """ See :meth:`SingleChainMCMC.current_log_pdf()`. """
+        return -self._current_energy
+
+    def divergent_iterations(self):
+        """
+        Returns the iteration number of any divergent iterations
+        """
+        return self._divergent
+
+    def delta(self):
+        r"""
+        Returns the mean :math:`\bar \delta` and standard deviation
+        :math:`\sigma_{\delta}` of the updates
+        :math:`\delta \sim \mathcal{N(\bar \delta, \sigma_{\delta})}` of
+        the acceptance ratio :math:`u`.
+        """
+        return [self._delta, self._sigma_delta]
+
+    def epsilon(self):
+        """
+        Returns epsilon used in leapfrog algorithm
+        """
+        return self._epsilon
+
+    def hamiltonian_threshold(self):
+        """
+        Returns threshold difference in Hamiltonian value from one iteration to
+        next which determines whether an iteration is divergent.
+        """
+        return self._hamiltonian_threshold
+
+    def leapfrog_step_size(self):
+        """
+        Returns the step size for the leapfrog algorithm.
+        """
+        return self._step_size
+
+    def _log_init(self, logger):
+        """ See :meth:`Loggable._log_init()`. """
+        logger.add_float('Accept.')
+
+    def _log_write(self, logger):
+        """ See :meth:`Loggable._log_write()`. """
+        logger.log(self._mcmc_acceptance)
+
+    def n_hyper_parameters(self):
+        """ See :meth:`TunableMethod.n_hyper_parameters()`. """
+        return 4
+
+    def name(self):
+        """ See :meth:`pints.MCMCSampler.name()`. """
+        return 'Neal Langevin MCMC'
+
+    def needs_sensitivities(self):
+        """ See :meth:`pints.MCMCSampler.needs_sensitivities()`. """
+        return True
+
+    def scaled_epsilon(self):
+        """
+        Returns scaled epsilon used in leapfrog algorithm
+        """
+        return self._scaled_epsilon
+
+    def set_alpha(self, alpha):
+        r"""
+        Sets the weight of the momentum updates.
+
+        Momentum updates before integration are performed according to
+        :math:`p' = \alpha ^2 p_i - \sqrt{1 - \alpha ^2}\Delta p`,
+        where :math:`\Delta p \sim \mathcal{N}(0,\mathbb{1})`.
+        """
+        if alpha < 0 or alpha > 1:
+            raise ValueError('Alpha must lie in the interval [0,1].')
+        self._alpha = alpha
+
+    def set_delta(self, mean, sigma=None):
+        r"""
+        Sets the mean :math:`\bar \delta` and standard deviation
+        :math:`\sigma_{\delta}` of the updates
+        :math:`\delta \sim \mathcal{N(\bar \delta, \sigma_{\delta})}` of
+        the acceptance ratio :math:`u`. If ``sigma`` is ``None`` or ``0``, the
+        updates will be deterministic. If no value for ``sigma`` is provided,
+        it is set to ``None``.
+        """
+        self._delta = mean
+
+        if sigma:
+            if sigma <= 0:
+                raise ValueError(
+                    'The standard deviation of delta can only take non-'
+                    'negative values.')
+            if sigma > 0:
+                self._sigma_delta = sigma
+        else:
+            self._sigma_delta = None
+
+    def _set_scaled_epsilon(self):
+        """
+        Rescales epsilon along the dimensions of step_size
+        """
+        self._scaled_epsilon = np.zeros(self._n_parameters)
+        for i in range(self._n_parameters):
+            self._scaled_epsilon[i] = self._epsilon * self._step_size[i]
+
+    def set_epsilon(self, epsilon):
+        """
+        Sets epsilon for the leapfrog algorithm
+        """
+        epsilon = float(epsilon)
+        if epsilon <= 0:
+            raise ValueError('epsilon must be positive for leapfrog algorithm')
+        self._epsilon = epsilon
+        self._set_scaled_epsilon()
+
+    def set_hamiltonian_threshold(self, hamiltonian_threshold):
+        """
+        Sets threshold difference in Hamiltonian value from one iteration to
+        next which determines whether an iteration is divergent.
+        """
+        if hamiltonian_threshold < 0:
+            raise ValueError('Threshold for divergent iterations must be ' +
+                             'non-negative.')
+        self._hamiltonian_threshold = hamiltonian_threshold
+
+    def set_hyper_parameters(self, x):
+        """
+        The hyper-parameter vector is ``[alpha, step_size, mean_delta,
+        std_delta]``.
+
+        See :meth:`TunableMethod.set_hyper_parameters()`.
+        """
+        self.set_alpha(x[0])
+        self.set_leapfrog_step_size(x[1])
+        if len(x) < 4:
+            self.set_delta(mean=x[2])
+        else:
+            self.set_delta(mean=x[2], sigma=x[3])
+
+    def set_leapfrog_step_size(self, step_size):
+        """
+        Sets the step size for the leapfrog algorithm.
+        """
+        a = np.atleast_1d(step_size)
+        if len(a[a < 0]) > 0:
+            raise ValueError(
+                'Step size for leapfrog algorithm must' +
+                'be greater than zero.'
+            )
+        if len(a) == 1:
+            step_size = np.repeat(step_size, self._n_parameters)
+        elif not len(step_size) == self._n_parameters:
+            raise ValueError(
+                'Step size should either be of length 1 or equal to the' +
+                'number of parameters'
+            )
+        self._step_size = step_size
+        self._set_scaled_epsilon()
+
+    def tell(self, reply):
+        """ See :meth:`pints.SingleChainMCMC.tell()`. """
+        if not self._ready_for_tell:
+            raise RuntimeError('Tell called before proposal was set.')
+        self._ready_for_tell = False
+
+        # Unpack reply
+        energy, gradient = reply
+
+        # Check reply, copy gradient
+        energy = float(energy)
+        gradient = pints.vector(gradient)
+        assert(gradient.shape == (self._n_parameters, ))
+
+        # Energy = -log_pdf, so flip both signs!
+        energy = -energy
+        gradient = -gradient
+
+        # Very first call
+        if self._current is None:
+
+            # Check first point is somewhere sensible
+            if not np.isfinite(energy):
+                raise ValueError(
+                    'Initial point for MCMC must have finite logpdf.')
+
+            # Set current sample, energy, and gradient
+            self._current = self._x0
+            self._current_energy = energy
+            self._current_gradient = gradient
+
+            # Increase iteration count
+            self._mcmc_iteration += 1
+
+            # Set rejection threshold (no default in paper)
+            self._v = 0.5
+
+            # Mark current as read-only, so it can be safely returned
+            self._current.setflags(write=False)
+
+            # Return first point in chain
+            return self._current
+
+        # Set gradient of current leapfrog position
+        self._gradient = gradient
+
+        # Perform second (final) half of leapfrog step for the momentum
+        self._momentum -= self._scaled_epsilon * self._gradient * 0.5
+
+        # End of step 2 in ref [1] p. 5
+        # Negation of momentum
+        self._momentum *= -1
+
+        # Before starting accept/reject procedure, check if the leapfrog
+        # procedure has led to a finite momentum and logpdf. If not, reject.
+        accept = 0
+        if np.isfinite(energy) and np.all(np.isfinite(self._momentum)):
+
+            # Evaluate potential and kinetic energies at start and end of
+            # leapfrog trajectory
+            current_U = self._current_energy
+            current_K = np.sum(self._current_momentum**2 / 2)
+            proposed_U = energy
+            proposed_K = np.sum(self._momentum**2 / 2)
+
+            # Check for divergent iterations by testing whether the
+            # Hamiltonian difference is above a threshold
+            div = proposed_U + proposed_K - (self._current_energy + current_K)
+            if np.abs(div) > self._hamiltonian_threshold:  # pragma: no cover
+                self._divergent = np.append(
+                    self._divergent, self._mcmc_iteration)
+                self._momentum = self._position = self._gradient = None
+
+                # Step 4 in ref [1] p. 5 (dealt with as if rejected in step 3)
+                # Negate current momentum
+                self._current_momentum *= -1
+
+                # Update MCMC iteration count
+                self._mcmc_iteration += 1
+
+                # Update acceptance rate (only used for output!)
+                self._mcmc_acceptance = (
+                    (self._mcmc_iteration * self._mcmc_acceptance + accept) /
+                    (self._mcmc_iteration + 1))
+                self._current.setflags(write=False)
+                return self._current
+
+            # Accept/reject
+            else:
+                # Step 3 in ref [1] p. 5
+                r = np.exp(current_U - proposed_U + current_K - proposed_K)
+
+                # Eq. (1) in ref [1] p. 2
+                # Update rejection threshold # TODO: which noise?
+                noise = 0
+                if self._sigma_delta:
+                    noise = np.random.normal(0, self._sigma_delta)
+
+                self._v += self._delta + noise
+
+                # Make sure theta v is in [-1, 1]
+                while self._v > 1:
+                    self._v -= 2
+                while self._v < -1:
+                    self._v += 2
+
+                if abs(self._v) < r:
+                    accept = 1
+                    self._current = self._position
+                    self._current_momentum = self._momentum
+                    self._current_energy = energy
+                    self._current_gradient = gradient
+
+                    # Mark current as read-only, so it can be safely returned
+                    self._current.setflags(write=False)
+
+        # Reset leapfrog mechanism
+        self._momentum = self._position = self._gradient = None
+
+        # Step 4 in ref [1] p. 5
+        # Negate current momentum
+        self._current_momentum *= -1
+
+        # Update MCMC iteration count
+        self._mcmc_iteration += 1
+
+        # Update acceptance rate (only used for output!)
+        self._mcmc_acceptance = (
+            (self._mcmc_iteration * self._mcmc_acceptance + accept) /
+            (self._mcmc_iteration + 1))
+
+        # Return current position as next sample in the chain
+        return self._current
diff --git a/pints/tests/test_mcmc_neal_langevin.py b/pints/tests/test_mcmc_neal_langevin.py
new file mode 100755
index 0000000000..c1753f69d3
--- /dev/null
+++ b/pints/tests/test_mcmc_neal_langevin.py
@@ -0,0 +1,237 @@
+#!/usr/bin/env python3
+#
+# Tests the basic methods of the Neal Langevin MCMC routine.
+#
+# This file is part of PINTS (https://github.com/pints-team/pints/) which is
+# released under the BSD 3-clause license. See accompanying LICENSE.md for
+# copyright notice and full license details.
+#
+import unittest
+import numpy as np
+
+import pints
+import pints.toy
+
+from shared import StreamCapture
+
+
+class TestNealLangevinMCMC(unittest.TestCase):
+    """
+    Tests the basic methods of the NealLangevin MCMC routine.
+    """
+
+    def test_method(self):
+
+        # Create log pdf
+        log_pdf = pints.toy.GaussianLogPDF([5, 5], [[4, 1], [1, 3]])
+
+        # Create mcmc
+        x0 = np.array([2, 2])
+        sigma = [[3, 0], [0, 3]]
+        mcmc = pints.NealLangevinMCMC(x0, sigma)
+
+        # This method needs sensitivities
+        self.assertTrue(mcmc.needs_sensitivities())
+
+        # Set number of steps
+        number_steps = 1000
+
+        # Perform short run
+        chain = []
+        for i in range(number_steps):
+            x = mcmc.ask()
+            fx, gr = log_pdf.evaluateS1(x)
+            sample = mcmc.tell((fx, gr))
+            if i >= 0.5 * number_steps and sample is not None:
+                chain.append(sample)
+            if np.all(sample == x):
+                self.assertEqual(mcmc.current_log_pdf(), fx)
+
+        chain = np.array(chain)
+        self.assertEqual(chain.shape[0], 0.5 * number_steps)
+        self.assertEqual(chain.shape[1], len(x0))
+
+        # Perform short run with negative steps
+
+        # Create mcmc
+        x0 = np.array([2, 2])
+        sigma = [[3, 0], [0, 3]]
+        mcmc = pints.NealLangevinMCMC(x0, sigma)
+
+        # set delta
+        mcmc.set_delta(mean=-0.1)
+
+        # run
+        chain = []
+        for i in range(number_steps):
+            x = mcmc.ask()
+            fx, gr = log_pdf.evaluateS1(x)
+            sample = mcmc.tell((fx, gr))
+            if i >= 0.5 * number_steps and sample is not None:
+                chain.append(sample)
+            if np.all(sample == x):
+                self.assertEqual(mcmc.current_log_pdf(), fx)
+
+        chain = np.array(chain)
+        self.assertEqual(chain.shape[0], 0.5 * number_steps)
+        self.assertEqual(chain.shape[1], len(x0))
+
+    def test_logging(self):
+        # Test logging includes name and custom fields.
+
+        log_pdf = pints.toy.GaussianLogPDF([5, 5], [[4, 1], [1, 3]])
+        x0 = [np.array([2, 2]), np.array([8, 8])]
+
+        mcmc = pints.MCMCController(
+            log_pdf, 2, x0, method=pints.NealLangevinMCMC)
+        mcmc.set_max_iterations(5)
+        with StreamCapture() as c:
+            mcmc.run()
+        text = c.text()
+
+        self.assertIn('Neal Langevin MCMC', text)
+        self.assertIn(' Accept.', text)
+
+    def test_flow(self):
+
+        log_pdf = pints.toy.GaussianLogPDF([5, 5], [[4, 1], [1, 3]])
+        x0 = np.array([2, 2])
+
+        # Test initial proposal is first point
+        mcmc = pints.NealLangevinMCMC(x0)
+        self.assertTrue(np.all(mcmc.ask() == mcmc._x0))
+
+        # Repeated asks
+        self.assertRaises(RuntimeError, mcmc.ask)
+
+        # Tell without ask
+        mcmc = pints.NealLangevinMCMC(x0)
+        self.assertRaises(RuntimeError, mcmc.tell, 0)
+
+        # Repeated tells should fail
+        x = mcmc.ask()
+        mcmc.tell(log_pdf.evaluateS1(x))
+        self.assertRaises(RuntimeError, mcmc.tell, log_pdf.evaluateS1(x))
+
+        # Bad starting point
+        mcmc = pints.NealLangevinMCMC(x0)
+        mcmc.ask()
+        self.assertRaises(
+            ValueError, mcmc.tell, (float('-inf'), np.array([1, 1])))
+
+    def test_set_hyper_parameters(self):
+        # Tests the parameter interface for this sampler.
+
+        x0 = np.array([2, 2])
+        mcmc = pints.NealLangevinMCMC(x0)
+
+        # Test default alpha
+        default_alpha = 0.9
+        self.assertEqual(mcmc.alpha(), default_alpha)
+
+        # Test setting alpha
+        alpha = 0.1
+        mcmc.set_alpha(alpha)
+        self.assertEqual(mcmc.alpha(), alpha)
+
+        # Test setting invalid alpha: alpha > 1
+        self.assertRaisesRegex(
+            ValueError,
+            r'Alpha must lie in the interval \[0\,1\]\.',
+            mcmc.set_alpha,
+            2
+        )
+
+        # Test setting invalid alpha: alpha < 0
+        self.assertRaisesRegex(
+            ValueError,
+            r'Alpha must lie in the interval \[0\,1\]\.',
+            mcmc.set_alpha,
+            -1
+        )
+
+        # Test leapfrog parameters
+        d = mcmc.leapfrog_step_size()
+        self.assertTrue(len(d) == mcmc._n_parameters)
+
+        mcmc.set_leapfrog_step_size(0.5)
+        self.assertEqual(mcmc.leapfrog_step_size()[0], 0.5)
+        self.assertRaises(ValueError, mcmc.set_leapfrog_step_size, -1)
+
+        mcmc.set_epsilon(0.4)
+        self.assertEqual(mcmc.epsilon(), 0.4)
+        self.assertRaises(ValueError, mcmc.set_epsilon, -0.1)
+        mcmc.set_leapfrog_step_size(1)
+        self.assertEqual(len(mcmc.scaled_epsilon()), 2)
+        self.assertEqual(mcmc.scaled_epsilon()[0], 0.4)
+        self.assertEqual(len(mcmc.divergent_iterations()), 0)
+        self.assertRaises(ValueError, mcmc.set_leapfrog_step_size, [1, 2, 3])
+
+        mcmc.set_leapfrog_step_size([1.5, 3])
+        self.assertEqual(mcmc.leapfrog_step_size()[0], 1.5)
+        self.assertEqual(mcmc.leapfrog_step_size()[1], 3)
+
+        # Test u updating parameters
+
+        # Default values
+        mean, std = mcmc.delta()
+        self.assertEqual(mean, 0.05)
+        self.assertAlmostEqual(std, 0.005)
+
+        # Check setting values
+        mcmc.set_delta(mean=1)
+        mean, std = mcmc.delta()
+        self.assertEqual(mean, 1)
+        self.assertEqual(std, None)
+
+        mcmc.set_delta(mean=1, sigma=0)
+        mean, std = mcmc.delta()
+        self.assertEqual(mean, 1)
+        self.assertEqual(std, None)
+
+        mcmc.set_delta(mean=-0.5, sigma=0.1)
+        mean, std = mcmc.delta()
+        self.assertEqual(mean, -0.5)
+        self.assertEqual(std, 0.1)
+
+        # Check invalid sigmas
+        self.assertRaisesRegex(
+            ValueError,
+            r'The standard deviation of delta can only take non-negative'
+            r' values\.',
+            mcmc.set_delta,
+            1,
+            -1
+        )
+
+        # Test hyper parameters
+        self.assertEqual(mcmc.n_hyper_parameters(), 4)
+
+        mcmc.set_hyper_parameters([0.5, 2, 3])
+        mean, std = mcmc.delta()
+        self.assertEqual(mcmc.alpha(), 0.5)
+        self.assertEqual(mcmc.leapfrog_step_size()[0], 2)
+        self.assertEqual(mean, 3)
+        self.assertEqual(std, None)
+
+        mcmc.set_hyper_parameters([0.5, 2, 3, 4])
+        mean, std = mcmc.delta()
+        self.assertEqual(mcmc.alpha(), 0.5)
+        self.assertEqual(mcmc.leapfrog_step_size()[0], 2)
+        self.assertEqual(mean, 3)
+        self.assertEqual(std, 4)
+
+    def test_other_setters(self):
+        # Tests other setters and getters.
+        x0 = np.array([2, 2])
+        mcmc = pints.NealLangevinMCMC(x0)
+        self.assertRaises(ValueError, mcmc.set_hamiltonian_threshold, -0.3)
+        threshold1 = mcmc.hamiltonian_threshold()
+        self.assertEqual(threshold1, 10**3)
+        threshold2 = 10
+        mcmc.set_hamiltonian_threshold(threshold2)
+        self.assertEqual(mcmc.hamiltonian_threshold(), threshold2)
+
+
+if __name__ == '__main__':
+    unittest.main()