{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example to Open, Slice and Plot Anomaly and Climatology Maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Configuration" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np # Used later\n", "from spy4cast import Dataset\n", "\n", "dataset_folder = \"./datasets\" # Path to the folder where the datasets are stored.\n", "dataset_filename = \"HadISST_sst_chopped.nc\" # File format must be netcdf4.\n", "ds = Dataset(dataset_filename, folder=dataset_folder)\n", "# A chunks keyword argument can be provided in this step. This value will be\n", "# stored internally and passed to in the opening step to use dask chunks." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.open(\"sst\") # Opens the dataset, stores variables." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from spy4cast import Region, Month\n", "\n", "region = Region(\n", " lat0=-30, latf=30,\n", " lon0=-60, lonf=15,\n", " month0=Month.MAY, monthf=Month.JUL,\n", " year0=1976, yearf=2000\n", ") # months can also be stated through integers.\n", "ds.slice(region) # year0 and yearf apply to monthf.\n", "# ds.slice(region, skip=1) # skip 1 data point in lat and lon dimension." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Saving plot with path ./plots-Climatology_Anomaly_EquatorialAtlantic/clim_map.png\n", "[INFO] Saving plot with path ./plots-Climatology_Anomaly_EquatorialAtlantic/anom_map.png\n", "[INFO] Saving Anom data in `./data-Climatology_Anomaly_EquatorialAtlantic/anom_map_*.npy`\n", "[INFO] Loading Anom data from `./data-Climatology_Anomaly_EquatorialAtlantic/anom_map_*` took 0.003 seconds\n" ] }, { "data": { "image/png": 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", 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oKZQ788wzFbcRTmFhIWbNmoXHH39cfO7FF19ETk4O5s+fj5tvvln2WHJycjBt2jTMnTsXK1aswJdffol3330X9erVAwBMnTpVdn9//fUXRo8ejc8//xx33HGH+PyUKVNw5MgR1bbecsstOHDgAICaQrqFCxfi2WefRWJiIgDgySefxIYNG9CwYUOsWbMGQ4cOFdf973//izVr1uDFF19U3P6nn34qFm4+/vjjWLlyJWbPno1JkyahY8eO8Pl8AIAFCxYAAOLi4vDqq69i5cqVmDlzJu666y60bNkSAHDddddhzZo1IedrzZo1WLNmDT7++GPV4/ztt9/Ev0866STVZf/1r38BADZu3Iiff/4Zr7/+OgBg8ODBaNKkieq6VtHTziVLlsDn8yE5ORn9+/fH4cOHkZOTg7feegvdunUDAOTl5YUUDTdo0ED8u379+uLfO3bsUG3Pzp07xb+zs7MRCARUtyNdXrrPuLg4ZGVl1drunXfeCQB47bXX8Pnnn+Puu+9GWVkZ2rVrh2HDhgEA2rRpg2bNmgEACgoKxOLRpk2bYuzYsVi3bp3qMehl69at4kg03bt3x7Zt21CnTh088cQTuOiii2q1PfwYjZxXo++P0j6Vlr/jjjvg8/nw8ccf46OPPsLUqVOxa9cu1KtXD1dffbVsm+677z74fD5s3bpV8/vEg+PHj4tFtuXl5XjwwQexbds2lJWVYdu2bZg4cSLGjRsnLq/nvB87dgx5eXmq+zXy/hk977fccgsSEhKwZs0avP7663j99dfx9ddfIzExEbfccou4/BlnnCH+LXx+hUEOzjjjDJx11lkhz0k/49J1nUD4rJaWluLXX3/FAw88gPPOOw9VVVWa63rhXEsZO3ZsrQLxd955p9ZywrW3qKgIu3btkn0NALZs2SK7HyIyINmwEenoFxdffHHIv+Gvh/PII49g3LhxuPLKK3HZZZeJzwsjnHz88cfiaCYXXnghHn30UQwbNgwzZ85ETk4OgJov5+bNm2tte/To0fj3v/+NSy+9FH369BGfv+OOO3D99dfjpptuQqdOnQAAR44cQX5+vrjMgAEDMHv2bIwZMwYDBw7EqFGjRGlgjCmOmCNw/fXXi3/PnDkTAPDtt9+Ko19Ij1UPU6dOxWWXXYb77rsPqamp4vMvvfQSRo4ciUceeUR8Tjo6TIsWLZCTk4Pnn38eF198MQYMGIBrr70Whw8fBgBs27ZNdtSZZs2a4b333sOwYcPw7LPPolevXgBqRhBavHixYjtzc3OxdOlSAEBCQgI+/vhjjBgxAnfccUfI0H6zZs1CQkICevfuHXLRP+WUU9C7d2+ccsopivuIj48X/27Tpg06d+6M0aNH49FHH8Wvv/4qdl6F5YLBIE466SR0794dV1xxBZ555hlRMJo1a4bevXuL2xPa1Lt3b3Tv3l2xDQBCpCszM1N12VNPPRU9evQAUPNefvrppwBOSIidGGmnlPj4+JDReMKHyw0Gg7J/aw2rK31dup7Sdowuf91112HGjBnIycnB6NGjsWDBAlx99dVYuXIlkpKSxGN7//33Qz57ALB371688847OOuss/Df//5X9TjMEhcXV+vmiNIxmj2verZj9Lyec845WLRoETp37ox//etfmD59OkaOHImvvvqq1nkU6NixI0aNGgUAeOyxx2RvCqnx3Xff4euvvw55SK/T4Rw7dizk/82bN8fcuXMxffp0JCQkAKgZ9efHH38MObbwYw4/H2Y/0zzOe8eOHfHVV19hwIABuPfee3HvvfdiwIABWLVqFTp06CAuL715tW7dOpSWloq/i2eeeab4upuy0bJlS9x///34+OOPsWjRItx6663izaEVK1Zg1qxZmtvwwrk2g/TaG37DTu01IrKIc7sB0UphYaF4tz4rKwsDBgwAAIwaNQrjx49HVVUV5syZg2nTpokXFSl9+/YV/87Ozhb/Fn40/vjjD/E5IbIA1HQWunbtKnZ8//jjD3Tp0iVk26effrr4t/QOqLQTWbdu3ZB9ZmRk4Ntvv0X//v1RUVGheNzhP2rhnHXWWWjfvj22bt2KOXPm4LnnnsPChQvF1y+//HLV9cORHktmZiaOHz8ecizhxyHw3HPPiXd6lTh27BjS09NDnuvevXvIHefTTz8d33zzDQBg+/btitvatm2b2KFo3bp1yHsqPQbp+2qUK6+8Es899xzKysrECFf9+vXRq1cv3HLLLRg4cCCAmjtOc+bMQXFxsfhckyZN0LdvX9x+++2aMmEEPZ2oG264ARs3bhSHZ8zJycGIESNkRdkulNp5xhlnYM2aNSgoKMCGDRvw5JNPYs+ePfjXv/6FBg0aYPjw4SHD5QI14ilEq6TDm4YvF4709bKyspDX5LZjdHmg5jNy5ZVXqrajT58++P333zF37lx8+umn+Prrr3H06FHx9XvvvRfXXHONpTlfmjdvjjVr1qC4uBg//vgjpk2bhiNHjuD+++9HWloaJkyYILZdiA5Lj9HseRW2o/b+mDmvQ4YMwZAhQ1TbEc6kSZMwd+5c/PTTTyHXQD1cfPHFte4Cf/nll4pDPgtCIfDAAw+IsvPNN9+IndmVK1eiS5cuiucgfLhePede7/tn5ryffvrpWL58uWobwiMb33//PcrLy1GnTh20b99e3N62bdvEB1Dz26EVmeXFl19+GfL/oUOHIj8/H++99x4AYPHixbjqqqtUt+GFcy3l/vvvD4nOA0Dbtm1rLaf2G2FUwgnvQpENm/jkk0/EsdJzc3MRHx8Pn8+H+vXriyHRXbt2KaYlSI0+Lu6EE+r58snJi5SMjAzxb7//xEcgvGMdvs9XX31VFI3hw4dj0aJFWLNmDa655hpxWT3jrwvRjUOHDmHZsmXiD22nTp1w6qmnaq5v9lik506ajjRx4kSsXLkSa9asCYkc6DkWrXOtBx7bAICTTz4ZmzZtwv/93/+hZ8+eyMjIwKFDhzB//nwMHjxYnM9i0KBB+Oabb3DDDTeIcw7s3bsXM2fORN++fVWlSQ9SwdNKswBqolnSH7Vrr7025DNvF3raWadOHfTu3RvDhg3Dww8/jHvuuUd87YMPPgBQ812Vft6kY9QLaXMAxBQ1JaTj6R89ehSVlZWq25EuL91nZWVliBwIy40ZM0Zx/Hu5477++uvxySef4NChQ/j888/F6EdJSYnifBh6SUpKQu/evTFo0CBMnDgR//nPf8TXhPOqdoxGzqvR90dpn0rLS+d9CX9I01XC6dKlC4YPHw4AteYZ4E12djaSk5PF/zdv3lz2byGaq+e816lTRzMiaOT9M3repfPqhD9WrVolLp+TkyNu+8CBA+Ln6/TTT4fP50OzZs3QqFEjMMbwwgsviL8T0pt4biC9CSVE3NXwwrmW0qZNGzEaLjzkIn3Sa6/0mqz1GhFZkGzYhJ6wJ6CeSqWG9A7Bt99+K/5dUVERUgsidyfBLPv27RP/fuKJJzB06FD07t1bdgIgNa655hoxleexxx4T61CMRjWsIBxLdnY2nnzySQwYMABdu3YNOUY5Nm3aFCIhQgoZALRq1UpxvZNOOkns1P31118hnUHpNqy8X4wxdOrUCS+88ALWr1+PY8eOifng1dXV+OSTT8TlzjzzTLz22mv4/vvvUVhYKHb2iouLsWTJEnGbQpuNTOIlDauHT2wmR1paGkaPHi3+X5pqZydq7VSaRFHaMRciZT6fT0ynAxAySaH0ZsLZZ5+t2p6srCyxTZWVldi4caPqdqRpbtJ9bty4URSVk08+WewQPvLII/jhhx9kHwK5ubm1Ju3z+/0YNmwY2rdvLz6nJ4dcjrKyMtkbJnLnVe0YjZxXo++PdJ/r1q0T27tv3z7s3r0bQI3ACKmmN910k+J5bdSokWrbJk2aBAAh77Uedu7cCVYzwIv4UJvI0u/3h6QTCccR/nfTpk0B6Dvv0mWUMPL+nXXWWeINox9++EG8WVdaWip+RgOBgHgc559/vuJ5D4/OSo9dqBuQPif8La0pcCqF6s8//5TNCJD+LoTXVcjhlXNtFOHam5KSEiK+0teAmlQuIoJxsBg9Zjhy5Ig46lRaWhp78cUXQx7S0U5ycnLEUUCkIzns2LFD3J509B1hhIfdu3eLI874/X720EMPsUWLFrHRo0eLy3bs2FEctlFuG4yFTnT15Zdfis/LtUUYOQioGQJv6dKl7Pbbbw8ZRUW6beE5udGLpGN8C48///xT1/lVOk/S0V6kyLVDOvrNE088wT7//HM2aNCgkPYI25aORgWAXXXVVWzRokXsrrvuEp9LSEhghw4dUm33kCFDxOUHDBjAPv30U/b888+zpKQk8fn169eLyyu9N0pMmzaNDRkyhL344otswYIFbMWKFSHvmTCp1YQJE9hFF13EXn31Vfb555+zpUuXspEjR4rLPfvss+I2s7KyGFAzOtSMGTPYmjVrag2rHI50xJrbb7+91uvScymMuvPbb7+xyZMnh4y1Lv3M2j30bXg73377bda5c2c2bdo09sknn7AlS5awhx9+mCUmJorrSEdqk87j0LBhQzZr1iz23HPPiSOXhc/joPTeSufZ6NSpE5s7d27I5I5q82zcf//9bO7cueKoU0DoPBt62LZtGwPAzjjjDPbkk0+yRYsWseXLl7P77rtPHPkuISEhZF4Upe+jHF9++SVr3bo1mzJlCvv444/ZsmXL2H/+8x/xcwaAXXnlleLy33//vTjCWmpqKnvzzTfZW2+9JY5qFz53gNJ1zuj7I51n44YbblCdZ0Mv0uuTdJ6lgQMH1roW2jEa1ezZs8Xtt2jRgs2bN4+9/PLL4mc6MTGR7d+/nzEWOs9GIBAQ59mQft6k82xIv3vSEZeMvn/S34WRI0eyhQsXhjwnnfvBCNLvlfBYvHix+PozzzxT63Xp6IVKnyslDh06xD766CP20UcfhVxbL7nkEvF54ffi7bffZpmZmey2225jn3zyCVu8eDGbMGFCyEiTH330UUSca615NuTmDKGhb2MDkg0bkA6dd9FFF8ku06VLF3EZYVZgI7LBmPmhb83KxoYNG2rtz+fziWPKh29beE5ONj777LOQ7Zx++um6zy8P2Xj66adrnbO6deuydu3a1dq2VDY6dOgQMqyo8NAz0dlff/2la+hbAaOyIcxcLPfw+/3s66+/ZoyxkCFlwx9JSUnsr7/+Erd50UUX1VpGz1jw3bp1Y0DoPA8CejtVdsuGWjul25J7tG/fXhxSVsDIDNVK762dM4jrQZANtYd08jfGjMuG2rZzcnJCPn+MGZsVWa1TaOT9+eGHH3TPIK4XJdlYtWpVrX3YNYP4pZdeqnguhaFfBYzMIK7UAWbMvlmtjfDtt9/Wes+l399vvvmm1vUyPz9f9hj0yIbW51z6vde61lxyySUhcyR5+VxrzSAe3heQTuond2NEOqmf0WsZ4S0ojcoGpClU559/vuwyI0aMEP82m0p1yy23YPny5Rg6dCiysrIQFxeHRo0a4ZprrsGmTZvEUX54cfrpp2P+/Pk45ZRTkJiYiE6dOuGjjz7CoEGDDG9ryJAhISkGTqZQATUjb02dOhXNmzdHcnIy+vXrhy+++EIcyUuJ008/HUuWLEGPHj2QkJCA5s2b4z//+Q8eeOABzX22atUK33//PSZMmICWLVsiPj4e6enp6NOnjzhYgBWGDRuGcePGiakzgUAAWVlZGDRoEJYuXSqmklx55ZW49tpr0a5dO2RkZCAQCKB+/foYOXIk1qxZE5IONn36dFx66aXikMB6GTt2LADgl19+EQsueSEUQQIQ6wjUnldDqZ1nnHEGbrzxxpBzWadOHfTs2ROPP/44vv3221r56m+99RZeeukldOnSBYmJiUhPT8c555yD5cuXh9Q1qREXF4fPP/8cjz32GNq3b4+EhARkZWXh/PPPx9q1a3HOOeeELD9o0CCsXbsWI0aMQGZmJhISEtChQwc8/vjj+PTTT0MGM9BD8+bNMW/ePIwbNw5dunRB/fr1ERcXhzp16qBfv36YOXMmJk+eHLKONMUuvBA5nLZt2+L//u//cNppp6Fu3boIBAJIS0tD165dcd999+Gnn36qlY44ZcoUzJ49G2eeeSZSUlKQkpKCM888E3PmzBHTkPRg5P3p0qULNm7ciCuuuAL169dHMBhEy5YtMXHiRKxevVocMpwHffv21UwF48XMmTPx3HPPidfwtLQ09O/fH4sXLw4ZJhyo+W4sXboU55xzDtLS0pCUlISuXbvilVdewWuvvaZ7n0bev6ZNm2Ljxo0YN24cGjdujPj4eDRu3Bjjxo3Dt99+i8aNG5s6buE9F2jbtm3I97dbt24hozB16NAhpM7HyGfcKMOHD8dzzz2HAQMGoGnTpggGg0hPT0evXr3wxhtvYM6cObrr+rxwro0wb948ADXnNLwPUFhYiBUrVgAArrrqKsPXMsJjuG07ROwyduxY8S6SEL73IuEziBPaFBYWsrp16zIAbOLEidy2W1lZyTp37iy+H48//rj42vDhw8Xnb7zxRlfbGStUVVWJE2hKZxcmiGhCmOSwVatWtkWdYo3y8nIxLe/mm2+u9fpLL73EgJqI7u7du11oIcETimwQjsIYw/Hjx7F582ZxaOBzzz0XDRs2dLllBE9SU1MxceJEADWTyGmNx6+H++67D6effnrIkLjDhg3DM888g759++Kzzz4Tnz/vvPNca2cssXnzZhw7dgxpaWl45pln3G4OQXCnurpanH/ohRdeCImQEOb58MMPsX//fiQkJOD+++8PeY39MzIYUDPnkjBwARG5+BijgYwJ59i5c2fIUJU+nw9fffWVrpFN3GLVqlXo378/gJphWeVmQSXsp06dOiETl40fPx7Tp09Hly5dQgRk+PDhWLhwIbchhQllnn/+edxxxx14+umncffdd7vdHILgzo8//oiuXbvivPPOC7mhQRCEfmhSP8IVAoEATjrpJEyZMsXTokF4B5/Ph7S0NJxyyim4/vrrcd1114nPp6SkoF27drjiiitw2223kWg4xO23347bb7/d7WYQhG106dKFJpcjCItQZIMgCIIgCIIgCFugmg2CIAiCIAiCIGyBZIMgCIIgCIIgCFsg2SAIgiAIgiAIwhZINgiCIAiCIAiCsAWSDYIgCIIgCIIgbIFkgyAIgiAIgiAIWyDZIAiCIAiCIAjCFkg2CIIgCIIgCIKwBZINgiAIgiAIgiBsgWSDIAiCIAiCIAhbINkgCIIgCIIgCMIWSDYIgiAIgiAIgrAFkg2CIAiCIAiCIGyBZIMgCIIgCIIgCFsg2SAIgiAIgiAIwhZINgiCIAiCIAiCsAWSDYIgCIIgCIIgbIFkgyAIgiAIgiAIWyDZIAiCIAiCIAjCFkg2CIIgCIIgCIKwBZINgiAIgiAIgiBsgWSDIAiCIAiCIAhbINkgCIIgCIIgCMIWSDYIgiAIgiAIgrAFkg2CIAiCIAiCIGyBZIMgCIIgCIIgCFsg2SAIgiAIgiAIwhZINgiCIAiCIAiCsAWSDYIgCIIgCIIgbIFkgyAIgiAIgiAIWyDZIAiCIAiCIAjCFkg2CIIgCIIgCIKwBZINgiAIgiAIgiBsgWSDIAiCIAiCIAhbINkgCIIgCIIgCMIWSDYIgiAIgiAIgrAFkg2CIAiCIAiCIGyBZIMgCIIgCIIgCFsg2SAIgiAIgiAIwhZINgiCIAiCIAiCsAWSDYIgCIIgCIIgbIFkgyAIgiAIgiAIWyDZIAiCIAiCIAjCFkg2CIIgCIIgCIKwBZINgiAIgiAIgiBsgWSDIAiCIAiCIAhbINkgCIIgCIIgCMIWSDYIgiAIgiAIgrAFkg2CIAiCIAiCIGyBZIMgCIIgCIIgCFsg2SAIgiAIgiAIwhZINgiCIAiCIAiCsAWSDYIgCIIgCIIgbIFkgyAIgiAIgiAIWyDZIAiCIAiCIAjCFkg2CIIgCIIgCIKwBZINgiAIgiAIgiBsgWSDIAiCIAiCIAhbINkgCIIgCIIgCMIW4txuAG9KS0tRXl7udjMIgiAIgiAIwjDBYBCJiYluN4MbUSUbpaWlaNmyJQ4cOOB2UwiCIAiCIAjCMDk5OdixY0fUCEdUyUZ5eTkOHDiAPXv2ID09HQCQe93NqusUFoS+kQWlQQDAsbITz+dVxNc8Vx4QnztW4QtZL6889P8F5Ux2f8fKqlXbo0WdBGcy39KDPu2FAGQG5Y9TjTrxNeuEn0NeCNvXtWywSnOZzPgK7e0klOrepx7SE61H59LS1duUmFVpeR9miM+09hkOZFu7+PrqpqgvkJlW+7nsOsZ2cvRY7efyCsU/2ZEi1dWrjqq/d2bOgeZxA/LHLqBxDliW/Ossu27oE0nR8eMZiQT8Z6O6uhp33HEH3nnnHbz88su48sor3W4WQRASCgoK0LRpU5SXl5NseJn09HRRNuJyajo2JUcVDjU+GPLf6soEAEBqHEPeP8JRVl0jG2WBE7KRFADyKk50mhL8oR3neolAvoxw1E8C8sq0O7jhZCYEtBcKI0NGGOTapLWOGokBY7KRGX9CtpIkhyQ9l2aRblvX8sEqaH0FsoIVABKUtyFKhvIyeslIKpP8L6i4nBK15UJ+G0nZlaqvyxGf5V55V6Aen4utr16q9kJZMp3tupnGd5aaU/PvkbwTz6UkALn/CEezms8LO3xcfv0mxt9/KbqOFZA/Xikax86ylV9ndeuFPpGUpK9NhC0E/P1QXV2Nm2++Ge+++y7efvttjBkzxu1mEQQRA0SlbMiRlF0pKxxp6aW1ohtKZAarkFcu3+nPSmDILQvtqGcEfbKd+3BxUJIPPYJhVA6MLq9GVoJ+0dASAenrRsXDqGQAgmgoUyMZKutziGSEyoU5tKIXUk5IhjZuyAUvqRDQ3eEGlDvdZkQjfH2pcAj7+Uc6wtuoKB8KGDpG6f6V0HG8aoIByEgGQKLhMgF/P+zbtw933XUXPvzwQ7z11lskGgRBOEbMyIYaUuHISCpDfom+u9SZ8dWaHWMl4QjZDqeohVcxHHEwIQ+6t60jbUpJNMwKBg+pkGKHYDgtF66KhRStzjcPhA58uHTkFtZa1PRxyKH32CxEL8Rl5AQDIMnwAPnHTsW0aRPx4osvIiUlBTNnzsTll1/udrMIgoghYko2lKIbgHqEIytYgdzyeM3ty0U3AH3CoRevSIaeqIad0mAGJ0SDt1gIRIpg8JaIcBztjFuNaihtT5AO6f5lxEM3RoXJTrmQQqLhKqWl5fjvC5vw5JMjUVlZiYkTJ+Kuu+4SU4wJgiCcIqZkA1AXjnAyE0rFug3xubBUKj3RDeCEJJiVDr2SoSYBciJkBi3RiETJAKyJhtuS4YRg2C0SAlyFQg49nXPeohG+bWmUA7AvwsIhLQrQKRcACYZHOHz4GC4c+SQ2bdqEm266CQ888AAaNGjgdrMIgohRYk42AG3hMJJKFY5SdEPctsEoh5pkGKmZkC7PSzrk8Ipo6BUMQL0+Q000IkUwAOOS4YRY2C4V4XBIK9LTMZfiO5on/4JcapVVDAiSqboLOUguPMfvv+/GiOEP4/jx4/jmm2/Qo0cPt5tEEESME5OyARiLcAChqVRqheJ6kAqHmbQoo5Khtr5R8bC6bzsxIhgCZkTDDslwO03KDrlwVCZ4RQY4ioZ0HU3psBGKXMQOa9b8hFEXTkFOTg5WrFiBli1but0kgiCI2JUNOYyMTCUlPJVKTwTBDclQ26Ye6fBS+pQZsZDiBckwIhiAPslwI4LhiFTYXcjNoY5Bz/qK0sERvW2luovoYvaslbjuuqdw1llnYd68ecjMtF9kCYIg9ECyoYFc3Qagr3aDV9qSWiffSAdfrbbEqsjwEg2rEqGF2SFt9YqGUYHQi5ZoOBnFsFUunBgdSgqnmga9SLfFSzyMtk9VMkguPEnA30/xNcYYpk2bhvvvn4qrr74ab7zxBoJBa/O0EARB8CRmZUMuhcpoVENvOpXZtCVekiFdh8fkeVbaYbdMKKElGYA10fC6ZHhSMJwWCwGOtQ1WUNt2uIhYjqxoRTFIMjyLmmhUVFTglltuwRtvvIHJkydj8uTJ8Pm8MWIhQRCEQEzKhpFaDSlaQ+Dq6cy7HUEQ1nd6xm43JEOPYAiYFY1olYyokgsBg/URdoqGE/umNKnIx+/ri0OHDmHXrl3YvXt3rX937NiBwsJCvPPOO7j22mvdbi5BEIQsMSkbPDE7FK7h/XCuh7AqHXrb46RkGJELAS9JBq/Cb08IhpOT5dmAm6JhFiryjh4YY3jrzW34978vQEFBgfh8cnIymjdvjmbNmqFbt24YNWoUBg0aRCNOEQThaWJONsxGNdSQEw4Bq+Kh1qk30pFXSvcyI0d6RMMJyTAjFwJmh7R1UzIAddEwIxmeFgwHRmqSw6xo6Ons+44cNrVtM/uqBUlGRFBUVIIJ42fh/fffx3XXXYcRI0aIgpGVlUVpUgRBRBwxJxtW0TubuIBR8bCrIy+sIycdRqIcWu2zSzKsiIUUrQn6lESDt2QYEQyAn2SQXKjDtdiaw/KWIcGIKLZu3Y3Rlz6FHTt2YObMmbjiiivcbhJBEIRlYko27IhqCOgpFrdcb8GhI6/WTi+0j5dUhGNlFnA7JtkzgpJo6JUMzwpGBMqFuJ7T0mAEEoyI5KMPv8QNNzyLpk2bYuPGjejYsaPbTSIIguBCzMiGFdEIH/5WKbphdbI/xf1zjhaoRTmsbE8vdgmFFD1yIWA1bcppyQD0iQYXySC5CF3fq5JBghHRbNiwBVdc8ShGjx6N119/HampDk6ISRAEYTMxIxu8cUI41DrxRjvsdrXViGjYLRlGBAOITMkAtEXDsmREgGC4UcDtqmiQTEQtlZVVuOXm19C1a1fMmDEDgQD/G1YEQRBuEvWyoTeioTbHhtykfoC6cChuS1pIbiJiYbbDrtVWo9Kht+12CoZRuQD4zJkRlZJhx+hRnETD7ZGhXJEMkouYYfqLP+Lnn3/Ghg0bSDQIgohKol421FASjPySBN3bEDrTeovGnRQMpe3oFSTZYnId7Xez7kIOXrN/2yEZPObLMC0Zdg5Py0E0YkoySC5ikn17W2Hy5OEYP348unfv7nZzCIIgbCHmZENrlvBw0VCKaoRjdJQqvdu0A71tdbsWw6xcCPCa+dtNyQA4i4bd819EQTTDMckgwYhpAv5++L//G4n09HRMnTrV7eYQBEHYRtTLhpZcqKFXNASMRjl4zxNhpL1G26pnW0axKhNy8IpiANYkw4hMqMFFNCJEMIAYiWaQZMQ8AX8/LFiwAAsWLMCHH36I9PR0t5tEEARhG1EvG0aQRjWMioYUOyISejrmassYrTvRguds3VaJNsEAYk8yAOdEgwq9CTcJ+Pvh+PHjuPXWWzF06FBcfPHFbjeJIAjCVmJaNozUZrgBz865sC056TAS5TAiGXbJBcBXMADzksFTMABOReARJhlAlM53EQ6JRswT8PcDAEyePBlHjhzBSy+9RDOCEwQR9cSMbBgRCytRDb3Y2RHX2q9alIPH9u1Cr2AA9kYxeAsGwHHeDA+PKqWE3bN2uw5JBoETovHjjz/ihRdewNSpU9GyZUt3G0UQBOEAUS8bRqMXvETDCZkQOt9Gj1EtymEWt1OkBOwaUcoOwQA4zgIeAXNjhGNEMiJOMARINAicEI0vvvgCN998M9q1a4c777zT3UYRBEE4RNTLhhH0dr6dikro7WjLLadHQKxKB4/zYFQmlLBDMtwWDAFV0eAhGS7M7K1HNCJWMACSDEIk4O+Hn3/+Gffccw8WL16Mnj174s0330QwGHS7aQRBEI5AsiHBrdQmgF+nW2l7avJhRDrsnuvCKLwkwytiEY5touGCYAhEpWiQXBAy/L3/JDz00HV455130Lp1a3z00Ue46KKLqE6DIIiYgmTDBezqeOvdp5J48JItJ46PV02GUyNImcHSjOBKuCgZQJSIBokFoQFjDI8/PgPTnpiFlJQU/Pe//8WNN95I0QyCIGISkg0HcEMu1DBb66Fnm3bjtmTwFgo5uBeCuywYgP76DMOiQR1/woN8/vl6TH7oLdx999148MEHaR4NgiBiGpINm/CaYMhhRTqcPD69w9cC6qJhRjCckAsBW+bPiFbRIMkgPEpZWTnuunM6zjmnG5566ilKmSIIIuYh2eCInR1wPR1us7Ole1WMjEgGoCwaRiTDSbkQMJQuFcuiQYJBRAAvvDAXO3cewPxPHiPRIAiCAMmGZXh21I12rvWub1ZCrGL1ePRiNZrhhmAAJmoyIkg0uA5rS5JBRAj79x/BY1Pfw/jxF6JjxxZuN4cgCMITkGyYwKpgONUJV9sfTwFx+nikWBENK5JhS/G2GnpFI4KiGYCGaJBkEBHG/fe9hqSkBDw0eYzbTSEIgvAMJBs6iTTB0CK8PXrlwwvHoVUAzlsyHBcLs0RQNAMg0SCii82b/8SMGcvx6qt3oU6dCLlmEARBOADJhgZWJMMLHXO9REJbrY4yxW22bqfRE9VwSTSMCoa4HokGEWVs/W03AODS0f1dbglBEIS3INkIg0cNRiR03CMFIzN/WxENzwmGAIkGQUQERUUlAICUFHdqwAiCILxKTMqGHaMvxZpgGJEAJ3BENMzM2J1baHwdI3igRsMIJBpEtFJUXIqkpAQEAgEAQMDfz90GEQRBeISolw27hnX1mlx4rfPvJLaLhhnJkFvXqHhY2a/NmIlqkGgQ0UxRUSlSU2s+xyQaBEEQJ4h62eABiYV3sVU0eHf21cTDw2IRDokGQdTm8OFjSE1NItEgCIIII2Zlw2sCoQUJRihWR5xSFQ21jr/etKUjeeqv85CLCEmhItEgop3S0nLMnrUSI0de6nZTCIIgPEfUy0akSYWAU3JhZHZtXlTkVptaT29bTYsGD8kIX15LOiIMGt6WIGrzwczlOHToGO688063m0IQBOE5ol42Ig0nJMMNwdC7/3ARMdpW7qJhNXoQpdKhBxINIhaorq7Gs89+hgsuuABt27Z1uzkEQRCeI2ZlQ0+nvuSoc6fHTsngJReBeomoOmxvpMhKW90UjfA7/r6jYXJRN5OvcLiQQkUzgxNEbZYuKcbWrVvxxhtvuN0UgiAITxL1smGlE2+3kNgdxeCVdmRkWbtlRAmuoiHTkTecPvTP8iHSESNRDhINIlY4fKg9Hn30Apxxxhk466yz3G4OQRCEJ4l62bCbcGHQKx+RKBpGt+eWeIRjqkaDEyw7k3+Uw8NRDVXRIIgoYdeuA3j2P1/jzTffRHx8PD755BP4fD63m0UQBOFJSDY4I5UIJ9OwpLglGkrbd1s62OHjlmYINztTti1EsmhQVIOIAr7++mcMGTwRKSkpeOCBBzB+/HhkZnroGkEQBOExSDZshIarrcGJWg9T5BZGVnTDw6JBELHA77/vxqgLp6Bnz5747LPPkJpq/iYGQRBErBDTshEeATA7JKuX8EpUQ2l/npQOB1AUDgEt8fD4nBoU1SCinYMHczH8vClo0KAB5s+fT6JBEAShk5iSDa2OeHyWPyqEQwunRSN837yFw83jEQjvbPuOHDa2AbXicZdEg6IaBFFDUVEJRl4wDSUlJfjyyy8pbYogCMIAUS8bRodSFZaPROmwc/4Mac0DO3zc0rYiKcqh1uFWu5vP6tarJRyy0Y1wwqUjAkSDohpENFNVVYWrrnwFW7ZswVdffYXmzZu73SSCIIiIIuplwyzRGuUwEgVQKqr21Uu1LBxCW5wSDqtF4uJ2DIy2ZFo4AFfTpiiiQRA1MMZwx+3zsGjRInz66ac47bTT3G4SQRBExOHuVNIex+2Zto3Aq62+eqniQ89yVgnUS/REGpQezAzrKreOlzvzhucToagGEcWsWF6Gl19+GS+99BKGDh3qdnMIgiAiEopsaBBNEQ61Tr1ZcYjEKIcqHi/EthMvSxBB2E5JSch//clD8MgjvXDmmWfixhtvdKlRBEEQkQ/Jhg6iSTjsIOqEgzOW0ql47N8miaCoBhHRhMmFlEDKUKxcuRLr1q3DokWLaMI+giAIC0ROnhDhWXiIBmC+YFzverLtzC0M/b+Vmb3V9q2QTiU8uO/Pxm0TRERSUhL6UCCQUpMu9eijj6Jbt24YMmSIUy0kCIKISiiyoYNIiGpU5FZr1m1UHS5VTKUK74jrSaviJRmA9ZGppOurpYvJFoo7NbmfTIRDfO0fKbAa7XBKLszUrxCEI6iIhBy1vpMpwJo1a7B69WrMnz+fohoEQRAWIdlwkJKjJ063W7OLqwmHFDX58JJkaG1T7lg1heNInli74Tuad0IEjhy2vZNtRjqcjl6QaBCeQ0MwjM578+ijj+KUU07B+eefb6VVBEEQBEg2NDEb1ZCKhdLrvIVDT3QD0C8cUngKhrQddiPsI/x4zQ6Fa1U41KIbIctFevoT1WsQdqMiGIYn1ZTwww8/YPny5ZgzZw78fso0JgiCsArJhgpmRENLMsKX9XqEw659u7FPTeFQiG7wRq9weBGKahCuIyMZWt8nuUihktAfPXoUANC5c2cTjSMIgiDCIdngiBHRCF+Hl3TojW4AzguH2yNN6RIOGaSpVACfdKpIEw6SDMJ1DEiGnjREpWW6dBkGAPjxxx/Rrl07Aw0kCIIg5KAYsQJGoxpmRIPn+mZxKpXJbdEQkGtHSIqYdHQqlZGpeIhCpHTgI6WdRJSiMHpU+HfQdzRPfNTiSN6JhwZ169ZFkyZN8MMPP5huMkEQBHECimzI4LRoSLfDI8JhJLoB2Bfh8IpghGMmwhEe3QD4RTik2/MSJBmE6+iUDFmUxEJ4XiFN8ueff8aBAwdQv3593c0kCIIglCHZsAjviIRbdRxKhdRWtuUUeuQwXL5UBcuh2o1wvCQelkSDisMJHoSJhqZkqEUtpBFL6Xdb4J/veHV1NW688Ua0adMGEyZMMNxkgiAIojYkG2HojWq4lfakF6PRDQE5UVATEC9EL8zO8B4uHGZGqLJrOFxhm25IB0U0CNeRiIZpyQifsDP8eencOv9s49VPN2L9+vVYs2YNgsGgoSYTBEEQ8ni7x+wwXpi8j1dUw4xoKOEFodBCOF4730O5VCq7cbKQnItkUFSDsBFd888oSYbcchLh2H+0EPe/9zVuuOEG9O7d22QLCYIgiHBINkzg9ahGLOOEdDiNE1EOimYQnkElqlGL8KiGimgoTuYJ4EgggGve+BFJSUl48sknDTWXIAiCUCfme81uFYPL4dacG9GIHulQrU8Ju+uphhMziwP2SAfXdlNUg7AR1fQpDcmQ/h0uHMt/2oUx76xFeXk55syZg8zMCJ9QkyAIwmPErGzYPWGfUUg07IFnOplX4JFaRZEMwpMoRDUMFYP/Q8iQ1jLPV2Ul454P1uC5RZtw7rnn4p133kGjRo1MNJogCIJQI6Zkw6upNbxFIxo72F7BjboNOcxGOWyTDIpqEDahKRoyUQ0l0ZDy+eoteG7RJjzzzDO444474PfTdZMgCMIOol42eAkG1WkQXkRJHsIlhCIZhOfRU6uhIRpqkhE++tzuk89DYuJXuPPOO+Hz+Yy3lyAIgtAF3crRAaVPxTg6Uja8BqtbL+RhKxTVIGwiJKqhIhrs8HFN0ZD+67/1f9i/fz8aNWpEokEQBGEzJBsuYodoUAqVPnjPmO72JHwEEdEYGYEK0D28bdXh0lpDd/tv/R8AiLJBEARB2AvlBmlgR1Qj2mo05FLV3G6TEmqSETJKjXQkqrAZxL1St+EJKKpBcESxKFxl5Cm5iIaeuYH279+Phg0bGm8kQRAEYQiSDRW8LBpudOaN1L8Iy/Jqp5lIhLTDobW+omjIQKLxDyQahBNwTmOseOhaxD/yLvbv349TTjmF67YJgiCI2pBsyGBXjQYP0fC6ZCita7TdPNKcDAmGEnX1i4VT820QBFGD2ahGxUPXUhoVQRCEQ5BshEGiUQPvYYJ5RzqsoCoZKulThASKahC8kNRraKKzVkOLovIK5Ofnk2wQBEE4gPs9P49QcjTOs6IRn+V3rJNekVtt63wkerZtJKrhq5cqPiwvp3PG8JiHRIOwmVpza3CmpLIKALDs6cmoqKiwdV8EQRCxTsxHNuyeP8OKaDgdBXBq0sOK3GpLx6YkDLrSopQIFw2TUQ3PpFIpCYGRu8gEEWHoSaECgLrJiXjlvDNw6+IN2NWmKT7+7hfUrVvX5tYRBEHEJjEpG05N0BdJouEVdI8WxQObIhmOCYeZCIPaOnpEhKIahEfQM0u4Gtef1hbt6mZg9Eer0aNNSyz8ai0VjBMEQdhATPVo7UyVCsesaDiZMiXFqaiGGkqioSdNShdZaaEPJTjUaviOHLZv7o2kJHs6/cJ21R4EYROy3xeVIW950LtZA6y9fhgyEuJxZrfTMH/+fO77IAiCiHUM9WqfeOIJ9OjRA2lpaahfvz5GjhyJ33//PWSZ0tJSjB8/HtnZ2UhNTcVFF12EgwcPhiyzcOFCtG3bFu3atcNnn30mPr9z5074fD7Ur18fhYWhPyxdunTBlClTDB7eCcFwSjIAa6JBnEBXjYWRhwtwFQ7q8BOEInpTqMJpXicVq8YMweCTGuOiUaPw/fffc24ZQRBEbGOod7t69WqMHz8e69evx/Lly1FRUYFBgwahqKhIXOaOO+7Ap59+io8++girV6/G/v37MWrUKPH1srIyjB8/Hi+//DKmT5+Om2++GeXl5SH7KSwsxDPPPGPx0NzBjGi4Fc3gjdNSZws2jEBFs4sTBAfCbhiE34gI1EsMeRghJRiPGaPORru6GZg4cSIYY5abSxAEQdRgqGe4ZMmSkP+/8847qF+/PjZt2oQ+ffogPz8fb775Jj744AMMGDAAAPD222+jQ4cOWL9+Pc444wyUlZUhEAigS5cuNQ2Ii0NZWRmCwaC43VtvvRXPPvssxo8fj/r161s8RGeI9GhGfJbfE6lUuuEdqdApGWYn9BOEwxPF4wQRKdTNDE2lykoLSafy1UtVrN3QIxzSaEic34/HBpyGiz5ciWXLlmHw4MHm200QBEGIWOrp5ufnAwCysrIAAJs2bUJFRQUGDhwoLtO+fXs0a9YM69atAwCkp6dj7NixaNiwIRo1aoSbb74ZaWmhHcfLL78cJ510Eh555BErzXMMt0TD7F08u9ojoCe64RmxqZvp6Hwalmo5aCQpIorRLeIaEQ4jhEdDLuh1Enr37o177rkHVVVVprdLEARBnMB077K6uhq33347evXqhZNPPhkAcODAAQSDQdSpUydk2QYNGuDAgQPi/ydPnowjR47g6NGjmDhxYq1t+3w+TJs2Da+99hr++usvs010BLfSpsIFI/xH06yAWGkXj4kLHcNhyQiHUqsIQhnNCCJH4QjZjs+Hp556Cps3b6ZicYIgCE6YTrAfP348fvnlF3z99dem1s/IyFB9ffDgwejduzcefPBBfPDBB6b2YTdmRcMKRiRCuqyR4knPp1SZTaGyIBdm06fU8MycHAThZcJTqQRkUqp40KlTJ/h8Phw/bm1oXYIgCKIGUz3fCRMm4LPPPsOXX36JJk2aiM/n5OSgvLwcx44dC1n+4MGDyMnJMbyfadOmYc6cOfjhhx/MNNM2krIrDYuGHdEMO9f1Si0JFyxEMVh2pi2iIUARDoLQgdL314ZR5n744QcwxtC9e3fu2yYIgohFDPUoGWOYMGEC5s+fjy+++AItW7YMeb1bt26Ij4/HypUrxed+//137N69G2eeeabhxp1++ukYNWoU7r33XsPr2oVb0QwedRkxJxwWU6XslAwpJBwEUZta3z+HhGPTpk1ISkpC+/btuW6XIAgiVjGURjV+/Hh88MEHWLBgAdLS0sQ6jIyMDCQlJSEjIwPXX3897rzzTmRlZSE9PR233norzjzzTJxxxhmmGvjYY4+hU6dOiItzf0hVr6dN6d1eVKVUKREBkiFFd0pVSQnNtUFELaxuPXX5Vkup4sSmTzehS5cunvjNIQiCiAYM9YRfeeUV5Ofno1+/fmjYsKH4mDNnjrjMc889h+HDh+Oiiy5Cnz59kJOTg3nz5pluYNu2bXHdddehtNTchE28iLS0KZ7b9VSEQ6tT4eGUKS0owkEQOrB5YIc///wTrVu3tnUfBEEQsYSPRdHsRQUFBcjIyEB+fj7S09MBAEcvH8tl23plg0fH3C7JkMNIlIN3hCP8XIUft2zBp5psRFg0Qw3VKAdFNohoI2xYZ6l4+47KRDKkyEU6BExcE2585ResW7cOv/zyi+F1CYIgrCLXl410KE6sAz2iEWmSEb5PPdIhHKOraVW5hcrCcSTP1eFseUIjVRExRVJSiHBI06mkNwJkxYPzTYa+ffvijTfewJEjR1C3bl3T2yYIgiBqiHrZKCxIRFq6vSlYXk2XMtMGvdJhh3BUHS4NORfs8HH56IaacEQRisJBdRtENCJ8pv+RDrn6DaUIpO9oHrfoZJ8+fQAAa9aswYUXXshlmwRBELFM1MuGVdSiGtEgGeHonZvDqcJxReFQwkR0w2spVFJIOIiYQxLl0CwY/wel77CZ6GCzlGZo3rw51q5dS7JBEATBgZiQDbPRDbtEw4uSIYdWtMOqcFTkVtc6j+HRDUBBOCI8usHzTixBRB1hwsFtmzrp1asXfv75Zz77JQiCiHE8NMyQvRQW8OngmxllSpgng9d8GU6j1m5XR6qSzB4cglrBqAcQ8s59R/O0i1+hMkpVWFEtQUQVZiN3SUnyDwPUq1cPu3btMrd/giAIIoSYiGwIGIlwyEU19HSsI1Em9KIU6eCdUqU7ugFYjnA4HV2QkwvhObW2UME4EZOEFY47lTrYtGlT7NmzB4wx+Hw+R/ZJEAQRrcRMZMMqWqIRqVELoGaIWSN1EXLH6USEgx0+Lv+CXITDY9ENPVEMvZGOECi6QUQ7JqMTVmjSpAmKioqQn5/v2D4JgiCilZiTDT3pVEYn8IskyRDEQvqQe00LJeHgJR1KdSKKwuFhjAqEknRQOhVBOEPTpk0BAHv27HG5JQRBEJFPzMkGYLx+Q60D7XXRUBILveupYXcdhyHh8Gh0w3CkQmNdEg6CsB9BNvbu3etySwiCICKfmJSNWMHQkLEq21DbjppwaEmHHimJ5AiHFdEgCMI9GjZsCL/fT5ENgiAIDpBsRCFGoxhWt6kW3eGZWqWJ0uhUsQJFNwiCC3FxcWjYsCHJBkEQBAdINqIIOyRDbh9mEKRDEA/HBMQDqVQEQUQeTZs2pTQqgiAIDpBsRAl2S4bWvozUrhgVjUhOpbKKoboNgiC4EQwGUVpqfDJYgiAIIhSSjQjHiWiGXjxRLG8wlYrqKgiCkGPHjh1o1aqV280gCIKIeGJqUr9IwXF5kE6Kp7Oz7quXKhtZCNRLVIxE2IHiZH8EQRAmKSsrw969e9GyZUu3m0IQBBHxkGx4BNc6zOGzbxsQDyXhsAO5WcUJGUpKHJ38jCCikV27doExRpENgiAIDlAalYuYmf+CK+GiIfe6xjJK9RueEgMqEicIwgA7duwAAJINgiAIDpBshGF09nAzeKLOQks0wpdVEQ8zQ+LypFZ0JdaHwCUIwhLbt29HXFwcmjRp4nZTCIIgIh6SjTBKjsZAZpkR0bC4rueiHDLYVSTOsjM9sQ2CIIyxfft2NG/eHHFxMfB7QBAEYTMxKRtp6cYKmCtyqxVfc7IY2jPICIdWpMaqdFgWFpdSqVh2JndhYHXrcd0eQRCh7Nixg4rDCYIgOBGTsqGFXHRDSzhiUjrC0JMa5tUoh91D4BoVDiVJIdEgCHthjOHXX3+leg2CIAhOkGwoYFQ4gAiJclhJodKxHb3CYUQ6uAmKRnTDC8JhRySEIAj9zJ07F1u3bsUll1zidlMIgiCiApINg0SFcPDCgnAA+qTDtGgoFYnrEA47pUM2WvGPYGhJBkU1CMJeSkvLMXHiRJx33nkYOHCg280hCIKICqj6TYWSo3Gyo1NV5FYjPisCPY1XVCN8mzIde0E49MzDIRUKr8ia72iebREGWyMXNMcGQZjmxRfnYs+ePVi0aJHbTSEIgogaIrDHbA2jxeFKo1NR0bg+jA7xK4122FbfobNY3O60KiNQVIMg7OXQoTw8/tgM3HzzzWjfvr3bzSEIgogaKLKhA7UIBwDZKIfnZry2I6oh3bbK3BZGohwCXjl3gnBQHQWhm5ISfctRFMpTLFu6EYWFxbjvvvvcbgpBEERUEXORDTvQquOICXTIjOOTGapN7mdwKFw3oxwU1YgQSkr0i4aZ5Qlbada8AQAgNzfX5ZYQBEFEFyQbOtGa7E9OOGIunUpn9MQx4eAczfFSWhXhIaxKA0mHJ+jYsQUA4LfffnO3IQRBEFFGTMmG0XqNcMwIR8zhgnCY2lZdSosiOMBTEkg4XKVu3QzUrZtBskEQBMGZmJINN5CLbhipXeCCnfUaFrA1wqF2zNEsGtRhdQ47zjW9f67SvkNzkg2CIAjOxIxsWI1qCPCKbjguHE6SlWYowmFFOpysAaEicULETikg4XCN8vIKFBaq1HoRBEEQhokZ2eCJlnCEE3O1GwIGIipmpEFxnViNahDO4IQMkHA4zjff/IxvN/yGG264we2mEARBRBUxIRu8ohq8ierohoBB4dAjHY6PakUQbkDC4SjPPD0bHTo0x/Dhw91uCkEQRFQRE7JhB2rRDSoUD8NAWhUgH7EQBMOSZFiIakRUChV1UqMHei8d4bffduHTT9firrtGw++nn0WCIAieRP1V1StRDaVUKtujG14qDjchHIYFQ2kfEZo+RXNseAzq/EclTz81C40a1cUVVw50uykEQRBRR9TLhp0Yrd0gYHsdB0F4Ad+Rw/AdOex2MwgdrFixCe+9txT33X8lgsF4t5tDEAQRdVBv2SIlR+OQlF1Z6/mK3GrEZ+lzOXb4eGx1rAXhUJvh28p2wzEQ1YiodCnCk0glQ/jbUoSqpARISrLaLEKGY8eO41/XP4kB55yGcePOd7s5BEEQUQnJhoNUHS5FoF6i7GsxJxxAjRzwEA4LkuF1ufAdOWyuo0odVNdgdevxkQzCdm77v/+isLAYb755D/x+PwL+fm43iSAIIuqgNCobMVooHhOjU4VjsHhcdn05NESDZWd6XjQETKfjUH2Bq3AVDXovuTP349WYOXM5/vvf29C0aX0SDYIgCJsg2XAYrTk3YlI4AOPSoba8imhEkmRIofz/yIIiGt7m77+P4uabn8VFF/XFFVcOJNEgCIKwEZINAEnZlbJ1F3oxOgwuCYcKasIhCIbBSfsEwYhEybAM3RGPHui95AJjDDfe8DTi4wN46eU7EBfo73aTCIIgohqq2ZCQlF3p2AhTavUbQIzWcAiEF5DrjXgoiEa0QPUbHiApKbo7/XqPLQI/T0VFJZjx/nJMnz4Pv/22CwsWPo4G9S9wu1kEQRBRT8xHNsIjGlYiHEoo1W5QhEMDI6lVUS4aApROFePYJTolJca2bXR5F6moqMS99/4PzZtdiltvfQHt2zfDqtX/xfkj7nO7aQRBEDEBRTZkMBPhUBoCVws9EQ6A5pxQxaRoKEUJ7O7Q+47mnWiDCSEyFeGg6AYhh1VhiIDP1fbt+/Hcsx/C7/dj6bJn0L9/V6rRIAiCcJCYjmyoyQHvCIfayFRaEQ6AohyKGBQNVree+NBahie+o3niQ+55w9szI0QRcieacACFyIQwGaHaQ++2vEK7djWRjCaN62LUhQ/gg5l7wBhzu1kEQRAxQ8zKhh6ZMCIcVuWEhMMgdTNNiYYReAiHXplQkhHVdSilKjbhEY0Iw8iM55EoHWd2aYVNa6fjgnO74pprrsGVV16JY8eOud0sgiCImCBmZYMnekVDa94NW4SD9yzdXsDAjOACTg9FajZiYXVdTTzcISRsRiWaYQbF9bz2+fqnPenpyXj32XGY+djVWLRoES655BKXG0YQBBEbkGxooJVqxTvdSo9wxDQac2jIPh+hcx7oiogYuCMdgtc6hJECh/Nm+j0z2w4VwbTaDs8Lxz/tkJ7zy4d0w7t3DMWKFSuwYsUKN1tHEAQRE8SkbBgVBLnlzUqGnlnFuQtHNEQ3FNKmoh29EQ7TwuGVTmEMwEUypKi9d8J7a+L9lab0yT1qLe9F4ZAcu7R9vqN5wJE8jDijLc5s0xD33Xcf1W8QBEHYTEzKhhkEueARzdAjHGqYqt2IZOGIQckwg+mOLEmHPiycI9vqa8LbZOC9lGuT3voiPduSbZ8TSPYptEsUpSM1bfflHcfjl/XGd999h3nz5jnfRoIgiBiCZMMAdszBoYQt6VReEQ4hSqFHInSKhpdSqHjXWzhWNE7CwR21aAY3ATERxTArGmrLqgqHU58tBdEAIIqGcB3sUy8Tg9o3wf3jrkNlpXPXdoIgiFgj5mTDSWFQw5XoBuC+cITLg1Q85B4EABIO1zGTjuTR0cKsiobaOqrHbOdnKyxtSks0hOvno70744+jBXh90Nn2tY0gCCLGiTnZiCRsKxZ3SzhskodonClcDqPCQWlV7hHtoqG2ruPCIRPNALRFo+pwKbo2zMZFJzXH1PU/4fchN/BvG0EQBEGy4SauFIsLOCkcERyl8NpIVkY7hhTl4IDB8xDxonEkT/2hYxuOCEeYFBsVDaDmGvzvtqdhf0kxPvv7L2wecDufthEEQRAiMSUbXkmhkmIlncryJH9OCIeLkuE1UXALy8JB0qEbL4qGUpRLUTS0cFs4ZCSjViG4tJ0qogEAZdVVAID6Ccnm20QQBEEoElOyEanQ3Bvm4NHxM7oN2ybjC9uHmQgHRTlMYLHoWg0nZNhQm/SIhsqySsKhWTiut8BdRTJC9i+NwGiIRsnROCzacRBJgTi0T26hvn+CIAjCFHFuN4CwBjt8HL56qW43Q5kjebZHN3xH8xTrNnxHDpvq1HnxDnU4asetuM4/x2Wqo1tSAiQlGV8vSvH6Z0StfbXEwIhoSNcJ+24rfSZ1f+50yF34cYUcS5hkAOqiUViQiC8P70bPzGYI+uOQV5aouX+CIAjCGCQbHqAitxrxWeaDTJ4XDgfQEg4pWh0es51IJ6IaSvs0Kx2AQfGIJeGwadZtu9FqH9fPqQHhACx87qAhGUJbgFrRDEBZNEqqKrAp7wAmtulLokEQBGETMSMbXqzXMELV4VIE6tGPIQ+83lk0g1npAExEO2JBOGJJNMxENcLXNyAc4jK8pF7afoW0KaC2aABAcWky4n0B5JaZagpBEAShg5iRjWjH09ENB1KpAHNpRdGGtCNmJtpBRfWI2PoUV0VIQTikWP1uaqZ+adRnAKGikV+SgDg/0Da1IX4r3G+pbQRBEIQyJBsRhFZ0w9PC4RBuCYcbKVRamIl26BaOWIhuhOHVqIbedtkS1QjflspNBaMirPidUpAMQL0+A0CIaABAXlkiOqQ2xBdHftNsD0EQBGEOkg0i6qAIRyhGpcNQMW+0CQeH9CknP3962qW7084DnVFMU3KuIhmAOdEAgA5pjTBn/7c4Ul6IusE04+0iCIIgVIkJ2YiEeg2rReICFN2owdEOnwejGnKYkY6YSqsyIRpK773W54/HebUkGnpRmosny8FOuU7JAIyLBgB0TG0IANha+Dd6Z5NsEARB8CYmZCOaiNhCcYfqNqRQhEMeI9KhKRzREt0wIBp6O/B2fv4si4ZaVEPPZJ+5hcrCId22ke+8VqRFh2QAxkQDAOoG05Adn4rfjv+Njmmd9LeXIAiC0AVN6heFWJ5ZPEpwSjQiVWj0Tg6o2bGN0IJqM/CKYlmp/3BdNIwgTLCn56FGWF0GL9EAAJ/Phw5pDbG54G8AwLweD5o4UIIgCEIJkg0PIR01RQ09M4rrFg7enQuPEKkC4AZchCOSsXGYW94pdnqGtnVMNJy4duQWyhaAC1gVDQDILY9H25SW+P34HpRU1YyBS8JBEATBD5INj+GKcDiFHQWpMrghGpEuN5aFI1KjGy6223fkcMhDz7Kqy2i9h3ZENOwSjjDJAIyJhubmy+PFBwB0q9MGlawa8/7+BlWsZlskHARBEHyICdnQ+wPkFRwXjiiJbrDsTFc7/SQcESYcKu21Uqthdj0l+eBSCG6n6PO8fshIBqBPNKQoRTWkgiElJyETFzfsjfkH1mLK7zNwqOwYABIOgiAIHsSEbEQiJBzG8EpHn3s7rOS5myBmhCMC2qknmgFwEA0e332r21CQDEC/aGilT8lJhpQh9c7Bv1uNweHyfNy15XUUVBQDIOEgCIKwCsmGhzEiHFrSEc3C4RXREHC0PS4JR0TjgmjYdU416zOcEA0rqEgGYFw0jJJXHhAfANA2tTnGNr0QxVVlOFZ5Yt8kHARBEOYh2YgiYlE4vCYaruCCcGhGN7waOdDRLp4pVHZiuhBcgPd33cj2dEiGGdHQE9UIF4xwsuMzEOcL4POD34IxJj5PwkEQBGEOkg2dxGf5DT14oTe6IcBFOOyEY8fYy6LheNu8JhyAt6XDBXgKi+dEQ892BcHQ2LfcNcqKaEhREgwp2cE6uKrxeVhx5EcsPbwp5LVVve7VXJ8gCIIIJbIqpyOI+Cy/YVFQwujs4pYn/lObsIvwLjZMnKg1MZ2uWcatTvznsrB4Laqh2B69wml39FJ6/TCwL6UbIVrF4JrN+SeqoUc0BHpndcXe0oN4c/dSrDr6MxonZqNJYl2ckp4NdtY96L/2ScPtIAiCiFVINiIEnsLBDh+Hr16q+gY8LhxejmoIsOxM6x1Vh2ddl4PLTNiCMGhJh9tiYWVuDR0zZ1s5l5ajGU5iUGj0iEY4RtKntEQjr+LEtTUzvkZoLmk4CPWCmfi7bD/2lR7Ft8d+x4x9ZeiX3R6lZ1Rg6PpntQ6LIAiCQAzJRsnROCRlV7rdDEtI7+rpEQ/hh1pOOqJBOAjnUOsk64puCHg0rYr7pIVC519GOswIh+ejGTYQLhpa6VN6kYqFGgGfH+fU7QkAyAxWgTGG9ce2YvqOT3Hj5vcx8ZRS3Przy4b2TRAEEYvEjGxYxWhkwW6MiIdSlCNShSMSohoCXKIbHkFLOADolw4PYevs6AqpbVw+E27WZkQoekQjr8IvRjek+Hw+nJnZAU0T6+Hpvz7GPVvexJ6TDuOpPz+yo6kEQRBRg3d6zw4QaZP76aUit1ozl1kpHUH3CFUe6bREkmhEI76jeaodZVs77pzRO4+FZXinOOkd0tYj31ktXB+0QoZwKZGmYTVJqotpHcaiS0ZrPP3XxxiZcxZKPBqxIwiC8AIxJRtW4VXwbRda0mFJOICI6bwQ9qMlHLw68uGzais9zGzXUXgJRxRJBm+06jX0pk8JqAlHUiABd7UahWubDMTnhzagWZ0czJw5E9XV3v6NIAiCcAMfkw4kHuEUFBQgIyMD+fn5SE9PBwAcvXxsreWs1m7oTadyW06U2qk2UpVmWhXAJ63KROGzHVENI2k/Vjqo0ZJKFY7R90TpfPPu/Ku9r0b2Zfh905IBswX/XpmcT+67b3HfWkPdCqjNFg7wkY3cMh+yEkJ/EsNTqjKDVSH//7s0F2/t/hLfF/yGiy66CB999BF8Pp/mvgiCIOSQ68tGOtGZV6RBNBSL60H4cQ6XjmgfqUoOHrUE0m1EUrqQnRgtdnbqvHn2/TEyPLGXajLUvu82CIgadqTD5pbpl4Pwka0S/fVwS4tL8e2xX/Da3LmYMWMGrr76at5NJAiCiFgojcoEbkcsjCLXXrUhJb0407jZqAarW8+WomWj24zmWhOtOg4iDCWJEGoxvFSTkZVm7sYC55sRdl1zc8t8tUQj/P96069Or3MyetY5BTeNvRHHj3uvDoUgCMItYlY2rN4d84JwlByN030ctgmHR/PD7ZIMp/cRSZBwGCBcLIwMYetlyTCI3cXhSilUcpIR/nrIdnQKx/D6fVBcVYoHT73JYEsJgiCiF8Oy8dVXX2HEiBFo1KgRfD4fPvnkk5DXGWN46KGH0LBhQyQlJWHgwIHYtm1byDLr1q1Dly5d0KJFC7z55pshr/l8PiQmJmLXrl0hz48cORJjxowx2lxbiM/y66rbsGOoXEEwpJIh95wctggH4FnhIJyHl3AI0RK9j5ggRr5natckJZTqNcLRkozwZaXoEY6chGxkxKVi6/EdeLPzFF37IQiCiHYM94aLiorQuXNnvPTSS7KvP/XUU/jvf/+LV199FRs2bEBKSgoGDx6M0tITPyDXX389HnzwQXzwwQd44oknsGfPnpBt+Hw+PPTQQ0abZggzNRt6JSN8HV7oiWKQcBCWMHKXXQEzQmBVHuyQDs9IjI5oBjt8XPNheJ9W0LG+1aiG0cn8eKAlHMcqA2iV3Aq/FO5EXoUfz3R8xKGWEQRBeBfDPeGhQ4di6tSpuPDCC2u9xhjD888/j0mTJuGCCy7Aqaeeivfeew/79+8PiYAUFRXhtNNOQ+fOnZGZmYnCwtAfpgkTJmDGjBn45ZdfjB+RDsyKhlmcngxQK8rhCeEw2KE12vGL+UJkM0jfE7k0H4si4kRkgtf2TG2D93waOlOmbEtFMiscFtqsdxQqp1CLguRV+Gs9AOCklJbYV/o3dpXU3EQj4SAIItbh2gvesWMHDhw4gIEDB4rPZWRkoGfPnli3bp343EMPPYQOHTogIyMDZ5xxBjp27BiynV69emH48OG49957eTYPgPOiId2GG9KhRCQKh9ewdQhVpzHyXnCIftiNFelwXTQM1GXYPiGeke+zRTkykz7Fm/xyhvzy0KFv5dKp1CIcp6Z1RLOkJnhl19vYkPcdABIOgiBiG6693wMHDgAAGjRoEPJ8gwYNxNeAmjSqo0eP4vDhw3jxxRdlt/XEE09gyZIlWLNmDc8mGoa3IHhJOOSoOlzq2cn/vBTdiNqIhtH1IkQ6IqL+w6BkGBUN02Kip00W5UjpmqM0EIfc/BpWkUqGlnCokRhIxE3Nx+D0jNPw8YFP8fru97G7ZC8JB0EQMYtro1GlpKQgM1N5ONCOHTvimmuu4RrdMBrVsEsMvCIcts42rheb06kIDXjIQgRIh61YPXaDI0zZHs2QQ6l9NkZhwq9PTqdQhWNEOOJ8cRjVcDiuaTwa+RX5eHHn65i1by6e7DDZxhYSBEF4E6693pycHADAwYMHQ54/ePCg+JoRHn74YXz//fe1Rrwyg1dEw6nth+O4cERxOpXRqIZnBYn3eY916TCKiWFsXRENgfC2chIkrToNvWjNHK4mC+GRDKXnjAgHAJyS3hF3troFlzYcic0Fv2LGvo9IOAiCiDm49nhbtmyJnJwcrFy5UnyuoKAAGzZswJlnnml4e02bNsWECRNw//33o6qqynS7vCYabsFbODQ7Ph5Ip+Kd7hQ16VN2SgHnwnJPY/a4TEgGD9GwvA1BkDile3mlTsPIa0aGzwUAv8+PHnW64pomo/Fb4R94e8/HuKfVFBMtJQiCiEwMx6WPHz+OP//8U/z/jh078OOPPyIrKwvNmjXD7bffjqlTp6JNmzZo2bIlHnzwQTRq1AgjR4401cD77rsPr7/+Onbs2IHRo0cbXt9MQbhTxGf5PTE5IFAjHEqSVXW4FIF68sNMssPH4auXar0BR/KAuvpn2fYdzdM9K7fvyGHLk+9FjWQA7nX8ee/XwOfFFhwUjUhEq91G6jSkN0p41muoiYZ0mYxgbbkQhCMrQXsbANAxrR0ubDAa8w7OwcJDHwOtgCe3TzHUXoIgiEjE8C387777Dl27dkXXrl0BAHfeeSe6du0qzosxceJE3HrrrbjxxhvRo0cPHD9+HEuWLEFiorkx0bOysnDPPfeEzNNhF26MGOWVdCrAXIQD0OhUeCSdyoosWFrXaylU0RRhiMTIicHUIxINb6AmJUKkQ2tG8twyH9qktMeFDS7FH0W/YVXuctzf+lE7mksQBOEpfIwxfbdlIoCCggJkZGQgPz8f6enpAIDiCVdrrueFtCm9P7K8iiS1Ij5K50QpwqEZ3chK09UuAIbvWOuNcMiuKxPx4BXFiErRyC009l66jR3RDwciGnZKBpdIpApm06aUroFKUQ0gNLJhpmZDT2RDilyEQw5ptENuv98eW4uVuUtwSc6V+PDvGYbaQBBEdCPXl4103B3ewwN4QTSAE+1w6s6e8AOuJB1KaVVKKVWa6VRGOqkmUqoAc9JhR3qUZcnQ05lVOj+87vCrdYzDX/OyfHgl4hHjomFVMuSQEw2voFXT0SPjTOwq3Y7PDs3H3r170aRJE4daRhAE4TwxLRtGREPpjr4SZgsfteo4krIruQ4BWXI0TlU4hDZJcUw4AMekwwrcIhhGJ9bjiZVi/kiSD48TbWlTZiQDkBeN8KiGGyjVbxjF5/PhvHqj8Nbel3HFFVfgiy++QFxcTP8cEwQRxXjjtr4L6BGNQL1E8WEUs+sB2m3jXfSuJS9GZhvnPkKViXx8JyZn4zYJnNs1ByaGX9W9TTu2HYnonFWbRKPmWqTnZopSYbiQQiWH3kJup0gOJGNg1sVYu3YtHn74YbebQxAEYRsxeSvFaD2CFYRtGo10OD1SlZm0KtMRDjNYiHRIMRL1sE1Y3E7tcVoAYjnyoVM0nID3d9JMbYbZlCm1EaispFBlBH2G6zbClzcS6Qhft2FCczzyyCOYNGkShg0bZmqIeIIgCK8Tc7IhJxp2SIbaPvSKh5pw8E6nElCTDm7CIXTAzHQ6TUiHFFeLtt2MXngJK+9/JOEh0eCN0WiG0ZQpKV5In1JDKhBy4qElM/feey+ef/55LFu2jGSDIIioJOZkIxwnRENpn3qkww3hAJRrOdTm4whHVw0H4Ip0OIbTguE1sVAj0ka24oyTosEzqmFENHhLhtV5NezGaJQEAPx+Pzp16oRff/3VhhYRBEG4T0zJRngn2Q3RCN+/F2bQVUIpyhEuHJYn/bPS6ZR25r0gHiQXxnBSOIycK7Nt8uD7wUs0jKRNORXJUEqhEoa9jRQ6duyI1atXu90MgiAIW4jKAvFJkyahsDD0R99roiGgpx1qkQQnZkiX6xyEdyYsSxOPYmInJnkL34cbE8tFW/G13cdiZvtGz7HBfURSnYZW8bpe0VAr/i4sSBQfStgV1eAxupRVOnXqhD/++AMVFRVuN4UgCII7UTmpX2JiIrKysvD444/j6quvRtWUsbWW9YpsAPo66lbuFOqhsCARaena7QiXG70SZ6jTE8OpNarY2CG3o/NrqqPL872343wJ7bOwbTfqNMxKh9GZwOWuU2rXJyNRDD2F4eET+gEnJvUDlOe/MJP+xJNL3u+D/v37Y8uWLejQoYOrbSEIwl2icVK/qIxsbNy4Eb169cKYMWPQvXt3fN1/TMjrXhINq5gVDemdROEH30whpt4Ih6GhPaPtzr1VLJ4L4dyrPezA1PZ5vOd2fnY4vBduYOS91/u+uSkacqgNeyugNPytW9GNvLIq5JVV4b8XfwYA2LJliyvtIAiCsJOolI1mzZrhww8/xNdff41gMIgBAwbg4s3H8PuRfNnlffVSbZ9Z123k5EJpOTX0yI1apMZwZytWpcOkcDklEkYxJZtG8fBnxUvvRThGPy9Vh0stiYbWNSgcOdEwMtxtZrxzQ4jrRZAMgUR/ChJ8ydi4caOLrSIIgrCHqEyjkoaeGGOYM2cO7r33Xuzbtw83nXYSpl16FpKCJ34IpaLhRodAK43KagqV2aEj1dKqtNKpAPUIkiW5i+Y0KxOdZa92YtVwQ+6NnCcnRm+KNIwMa6smGnpQi2QoiYY0shFeIC5NpQLcSaeSyoUc3xUuxq6yX3C04BBSU6P75hdBEMpQGlUE4vP5cNlll2Hr1q2YOnUq3vx5Fy59ewXKK+Uv/JEU4bBTNIyua2SWccBiB8zDd7BNYTGKEYk42XYz++IRGTK7vhA5CH+4hdr+eYtGfkmC54e3NUp4FEOJDslnoYKVoU/OKAdaRRAE4RxRH9kIZ+nSpTj//PNxQacmmHntAMQ1kF/OyU6c2ciGk5NhyUU59EQ3AO0aGVsFz0wUJAJEJlIlQwk7PgN2F73z2r4ZkXCq7kytbXpFQ69k6EFPVAPQjmwA9kc39AhGOOsLF+JA+Z84L3M8PjoyjUs7CIKILCiyEQUMHjwYs2fPxryfduHGWV+hujpqXCsE3rPuym0vvGOhJEVanSlb73JLowZ6Hx7H6Lly+864Hnh+BjxX9K6AlffF7vdUa/u8RMNIJMNInYYVeBSLmxENAOiU3BuVrBIrjs3EwDp3WW4HQRCEF4i5yIbAjBkzcM0112D8oM544dr+8Plq/8A4dffYTGTDyaiGFDsjHEBkpbE5jd7Po5FOqBdHZrNrmFYBrfNj9zlxUvyUjsVKG3iIhplUKb1RDUBfZANQjm4A5iMcZkUDAHIrynGscj++Oz4b6XE56JZyCZYfe8b09giCiDyiMbIRUzOIS7nqqqtQVFSEm266CWlJQTw2unetZXz1UiMyXcWoaEh/+DOSyjS3rTUfR/gM4wJqM40LCOebpCMUI5OqGUFuXbcFROszYCayY2Z5O86D0xEmnvszks7plGjoJTO+WlE4lMgI+gwLh1nRyK0oF/+uE9cI3VIvxabjc/BD0VycW8eH5ceeNrVdgiAILxCzsgEA48aNQ2FhIf79738jMyURdw/v7naTLGN1tJf8kgRN4Qin5GhcreiGmnAA2h05ko4ajM51wAOlbUrfM737tdJhtyr6Vs+NdH2r4uH1NDY1jI6Gx1M0tCRDz9waamQlMNXohhnhMIpUNAQy45rgtJSLsanoI/xYNB+D6gDLSDgIgohQYjaNSsqNN96IBQsW4MALV4U870RUg1cKlZ7caCNoCYeedCoBK2lVUmJFPPTOdRCJRFOKUjSjJhgCbosGoCwb4WlU4vM2p1OZiWzIyYbAkYod+KHoY2TFNUfH5CFYnf+S4e0TBBFZRGMaFckGgOnTp+Puu+9GaWkp2OyaorxIqdfgLRlSvCgcQOTMgWCknUbaEY0dajOfA6PnQU8HGlD+rLqB0GbebdJ7LsIxM6ytHZIBaEc15IRDLZWKh3DwSKMK53DFdvxS/BkqWTlaJJyOHw8vQVpaFM81RBAxTjTKRkynUQmkp6ejrKwMZWVlSLjsP6h+cZwj+zXTadQztwZgTTLCt6EkHXL1G3IpVYD1tCopvHP67UKpHVaGT9XzmVHrSHqpIy3FDoEy26EOX8/uc6annWaPhQdWBqNwSzSUUKvdUEup0ptOlZkQsFQgLke9+FY4O30ctpeux86yb1E3oyFefPVZXHfddYiLo59wgiC8jzd7Hg4jmGNhYc2wp/5b/+dmc3Qj9yNvx6RYatvTMySuQEVutenhceWQDkPKc0hSuzHbVrWJ1aQPNfQsE6kYOQ9mt8trO3a0kyclR+PEhxKFBYncRCOvLNF20RDIjFc+51kJykLBY0hcxf3GB1Vfj/MloG1SX/ROvwHZcS0wbtw4dO3aFUuXLrWtTQRBELyg2yI4IRvXXXcdGjVqhDp16uCCC8ag53fv2LZPM3eoldKnnJhxV61wXCnCAcinVVkZrSoWMTrfgR7sSs9xCrc66V6VA6PojZAq4UY0gydmIxy6tm1DdEMgyZ+BU1NGILOyA3b99g2GDBmCTp06YfDgwRg5ciTOPvtsW/ZLEARhBarZAHDs2DFMmDABBw4cwLFjx/D333/jyJEjmDFjBi46sCJkWSfz5fXIhhOiIUWtjkNpSFyjdRyA+8OvegU7RCMcLwuHlWO00qFW+sx6HasSoQTPWcClGBUNo1ENpUJx8XUTNRx60qnsqN0I2T4KwRhDfuUu9Lq0PpYuXYr9+/fjmWeewV130WSABBHJUM1GlFKnTh3MmDFD/H95eTnGjh2L0aNHY/r06bipajMA74mGFlo/5JkJxo/HaIQDUI5yqN1dj+Uoh9W6DKN4Lcph5th4d7LDt+cl+bBLKKQYmavHqXkzrKZPyWEmwuHEcLh68Pl8qBPfAr/OB/bm7sWkSZNw9913o7i4GJMmTZKdqJYgCMINSDZkCAaDeP/991G/fn2MHz8eBx96CA9U7/DExVsrfcrIj3j4snrlw4xwAM4Uj9uFnrkn7NqHFCMdcaMdZjelw8pxOYHSPu2UEDuP0+jEn3KYjap6RTQE7EipMptKlRUf1B3dkHJG1q3YkDcdycnJmDRpEoqKivDEE0944jeLIAiC0qhUYIzhqaeewr333otx48bh+bpFCPjt74iZSZ/ilfesVzj0TPzHM60KiOwZndXarrcNRmZwVsJI59gLozDZWVsgh9Jnlifh74GbqU9GsZq26bRoaKVRicsZTKdyO5UqD4WKrx0o3YzdpV8jI6E16iZ3riUc245+bKpdhDs80/ER8e/wz2L451DPZy4zofZ3Qmnwg8f/elBPEwnORGMaFcmGDt566y3ccMMNuOCCCzBz5kwkJSVx27YaxROuBnCiMyIX1eBdXGk0tcrMXBwCch1fvR1cPeIRTfNR8BANAaN343lKh10RDDs61gJOCIgVvCgVUsxeo8xKhl7BEJf3UN2GkZoNNQ6V/YKdJauRntAC9ZJPI+GIUKSiASiLb0V1OQqq8pBfmYvjlflgqPl8FlfWXG99OLFeUpwPDNWoZtWo/uffYKDm33h/PHpknIkE/4nvLAmH85BseBw736DPPvsMo0ePRufOnbFw4ULUrVuX6/aVOHr5WPFvJ2QDMFfLYVY6zEY5YgmeoiFgJv3H7HtitAZD73HZKRhauCEgPI/XroElrF6PnIhihKyjIhqAedlwokBciyPlv2N78QqkBpuiQUo3+Hyh54eEw9uEiwYAlFaVYnP+bhypOIS8iqPIq8jF0YpcFFUViMsEEAefT+1zzeCHH35fAD74Eefzw+/zwwc/iqoKkR1fD6MbXo3kQIq4BgmHs5BseBy736Bvv/0Ww4cPR2ZmJhYvXoxWrVqZ3hZjDLm5uTh48CAOHTqE7OxsdOrUCX6ZNC1BOORSqOwaNpKEwxvYIRoCXip6BiJDMiIJO0eq433dcSqKEbKuTaIBeEM2AGB35Xc4cPxbxPtTUT/lNCTFh94kI+HwJoJoVLJK7C7Zi21F27GtaDv2lOxDNaqR4EtAZnw2MuOzkBmfhURfFjLispERl4Ukf4qhWh1pCtXBsgOYc+A9JPoTcVnDa5EelyG+RsLhHCQbHseJN+ivv/7CkCFDkJeXh3PPPRcdO3ZEp06d0KlTJ7Ru3Vp2Rtfjx4/jgQcewB9//IGDBw+KglFZGdrZy87ORt++fdGvXz/069cvRD52nnezuJydUQ0BM7IhwFs6gNgSD61IAM8cf68Ih5VZqrUw2+nWU5fkNnYIhRPzXjgdwQhZX0MyBKJBNnL9B1BWmY9DRd+jrCoXGQmtkJ18Mvy+E+efhMNbPNXhDmzK34KfCnbgr+KdqGAVSA4k4aTkljgppRXqxbdGZlxWiFCYHR1NrlYjt+IoZv/9LhhjuKzhtcgOnhBUEg5nINnwOE69QYcPH8ajjz6KH374Ab/++ivy8vIA1Ixi1b59e3Tq1ClEQv73v//h5ZdfxpAhQ9CgQYNaj/r162Pfvn1YtWoVVq1ahfXr16O8vLyWfKTc8xIKS090BNQ6BeE/5lnBCsPHaUU4AL5zckhxQjx4DC1rpJ1692dHMbGbwsFbMpyad8ZpEeF9XE5PpGd1NCmrgiFux6JoAO7XawD6ZQOoEQ7GGPLL/sLR4l8Q8AdRL7krUoINxWVIONylqKgI8+fPx+M3P4Stx3cgzheHFsnN0SalFdokt0KjxBz4/0mNsiLB4SgVhhdWFmDW3++ipKoYoxteg47pOeJrd295yPB+CGOQbHgcN94gxhgOHjyIX3/9VXxs2bIlREIAYOrUqXjggQd0bbOkpATr16+XlY/T4+piYL2TcFZWc5RWptVaV+1H3WvCAViTDqCmQx8tszprYedQqE4Lh55j0SsaTk9sGSk4JRR2DUvrtGAIWBUNwHuyIVBRVYTDxT+guOIgUoNNUDe5M+L+KQYm4XAWxhi+/vprvPPOO/jwww9x/PhxtE1pjl6ZXdAtowMSAwmKn12zI6RJURINgeKqInx4YAbyKo5gbNMr0Sq5ufgaCYe9kGx4HC+9QYwxHDhwAL/++iv27duHyy+/HMFg0NS2BPn44osvsHDhQvz0009I8Mfh9Dqt0Ce7HdqltENKnHbHwg3ZELAryhErODG3hBPnm5dkkGDUYIdQ2DmnhR54SIZRwRDQmlPDCylUgDHZAEKFgzGG4+V7cLi4ZrLausmnIi3YDNmsITbkTTe0XcI4O3fuxHvvvYd3330X27dvR8uWLXFKcTOcWacz6iVkhixrRDYAY8KhJRsAUFZdhoWHPsDOkj0Y0+RytEs9SXyNhMM+vNSX5QXJRgSybds2PDPwBnyV+we2Hv8bcb4ATk1viZ512qFHnbbIiE9RXNdN4QDMSQcQ2+LBK9VI7whKvM81z8JvJyeSU4Ln90EvPNvvtkzI4VQdhhp6Ju/zQgoVYE02BKqqy3C4eDOOl+9B/eDJaJbUG35fgITDBo4fP46PP/4Y7777LlatWoWUlBRceumlGDNmDH6fsBJ+hYJuu2RDj2gANZNaVlRX4O29s3C47AjuPek2BCSjmpFw2EM09mVJNiKYeT0exJHyfHyb9wfW5/2G347vAQB0TGuGSxv1Qae05rLruS0cgLJ06OkQx5J48K5pMDpkq5VzzXOeDCOS4XQ9ghfxolAIuJUepYTeGcK9kkIFGJcNIFQ4sqpP5OAfKtuCXSWrkRbXCCclD0acPzHihCMlqXXNv8H6tV7LiGtc6zknUsZeP3Uy/ijaibV5m7EpfwvKqivQPrUlemV2xmkZHZDgr8l0yAxWqX4nzMwDI4fw+dUrGkCNbADA/tIDeG7HK7ii0cXomnFKyDIkHPyJxr4syUYUcejQISxcuBBvvvkmNm7ciGeeeQa33XYbfD4f5vU4MYqEGdkAtIVD6OQZERMr0iFgt3w4MXGemX2ZGaHJyvwQdsx8TZJhDjtlgpcM8ISXWADGOmiAsdQUJ0QDMCcbahRU7MO24sWI9yWhbcp5SAzUiRjhEEQD0C8bgL3Ccd9J12PGvs+xt/Qg6gUz0SuzC87MPBXZwTqGt2V2iGaeZCUwvLb7PRRXFeO2FuNCRsLKLfPRKFWcica+LMlGFFJZWYn7778fTz/9NK688kq89tprSE5OxrweD5oWDbPoFQ+z6VWxipWhYL1wPnlKBsBHNLwcDeCJF2VCitMRCzmMFts6Uach7ouzaAiUVh3DH0WLUMGK0SZ5CNLjm3haOI4dO4acBp3AWCUYqwbAEAykAqj+Z/5shjh/MrIT2iPgDxud8Z/IDu/jO3r0KC5sey7W5P6AFkmNcGnDQWiT0szQvBdyeEE4thf/iTkH3sO4ZmNwUkrLWvsm4eBHNPZlSTaimNmzZ+O6665Du3btMH/+fLRo0QKret3rapu05EPPkKJe6Cy7Ba8J7Zw+h3aOLGVGNKJNLLwuEOHwjFQA5jtbZucnkBINoiFQWV2GP4uXorByH5on9UH9hE6uCkdJSQn+/PNP/PHHH9i2bRv++OMP8XH48OGwpX3wwQ/4fABqPg+MVQDwITEuG8nxDZAc3wAJgTrIZieG/eVxfIwxvPfee5hw/S2oYlUYlXMO+mZ3E4ertQqPIZutwhjDW/teRmogHTe3uEp2fyQcfIjGvizJRpSzefNmXHjhhSgoKMDs2bMxcOBA14VDQE08jMxjECvywXvmbLvPmxNzZBgRDbcEI9ZFgDduioUUs5IBeFM0BBirxq6Sr3Go/Gc0CJ6KZkm98O2xlx3aN8Pq1avx6quvYu3atdizZ4/4WkZGBtq2bYu2bdviwzmL4PPFw++Lh88XD98/nfrwNKqq6lIEqn0orjiI4opDYKhEwJeAlEB9AAyMVaEa1ejeuz2GDBmCUaNGoW3btrrbu337dsybNw+zZ8/Gpk2b0LPOKbi04SBkxKdyOR8CVr6TPAXk58If8dnhefhXk/GoF2wguwwJh3WisS9LshED5Obm4vLLL8eKFSvw1FNP4c4778Tq3ve53SwRPalWZiZRiyYJ4S0aArzPkZl2OjHClJszVnsJr4tEOE6mQgHWBEIvZkQDcE42BA6W/YxdJWuQEdcUrZIH4vv8N23bV0FBAd5//328/PLL2LJlC9q3b4+RI0eKctG2bVvUrVsXPp8PgUAqEhU6unI1G0BN3QZj1SitPIqiioPwVVXABz988CPRl4iK6hIcD+5DcXExOnbsiFGjRmHUqFHo0qVLrRSoLVu2YN68eZg7dy5+/PFHJCYmonVcC5yVdTp61mkpu38eeCEaWMWq8Mru59A4sSlG1r9UMT2MhMMa0diXJdmIEaqqqvDggw/iiSeewGWXXYY33ngDGwc96nazasGjxsMIcp1tOzr2Zjv1dkmGAA/ZcFIwBPSKhhHJsFsqIq2jbze8Uz7snAODF16OaMiRX7EHfxYvBWNVqBfsiA1/LETz5vKjHJrh559/xiuvvIL3338fJSUlGDlyJMaPH49+/frJdmQDgZqIgRnZkCIdjSsTNZPjVrEKjH+nN+bPn4+FCxfi2LFjaN68OS688EIMGDAA69evx7x587B161akpqZi+PDhGDVqFP548Eck+GuuZ5nxzkww66Z4bDn+MxYc+gh9MwfirMw+isvxEI7y8nIsW7YMc+fOxahRozBixAjL24wEorEvS7IRY3z88ccYM2YMWrdujfnz52P31a+53SRZeIxoRejDjHA4kSKlBG/R8MIcD17CiWJTHtg5FK0deFE0hI62GuXVxfi9bB0Olv+EKlaOK6+8Av/+97/RuXNnU/s8evQoZs2ahXfffRffffcdcnJycOONN+LGG29E48byI0cBJ0QDsEc2BJbkPYGKigqsXr0a8+bNwyeffIK///4bmZmZuOCCC3DRRRdh4MCBSExMxDMdHwlZ1ynZkMPJgRXW5H6Br4+twgX1L0HH1FNkl8kvZ3hpj/FhcauqqrB69WrMmjULc+fORV5eHgDgpptuwiuvvGJ4e5FINPZlSTZikF9++QUjR45Ebm4ufvjhB+y4gu8XWG8nz8jIWCQf9qImHG5ELpTgJRpGBcMLIyTFOnaNEBUuAVnxQUP70YudM4TrkQarVLJy7Cv/CTtLv0UpK8DgwYNxzz33KEYhpJSXl2Px4sV499138dlnn4ExhmHDhuHaa6/FiBEjEB+v/n2VigZgr2xkxQfxwaGHxf9XV1fjzz//RMuWLUPaeX/rR8V5KMRtuSgbSpi9dqldqxhj+PTwXGwt2oIrGo5Bk8RmtZYRvq96hIMxhg0bNmDWrFn48MMPceDAAbRs2RKXX345Lr/8clx88cUYPnw4nnnmGVPHEmlEY1+WZCNGycvLQ+vWrXHjjTdi2rRp3IrGzebGGx2S1+l0K0IfdkkGwEc09EiGV4oxYwEni7bN1krwkI9IFw0p1awKByq24q/StSiuPoqUQH2kJbVESnxj+Hw+5FfuA1DTgaysLsLx0t2orDoOoBo+XxBxgTRUVpVYGg7WbtkQX0sIvV6ET4gXCbIhxci1TetaVskqMevvd5BbfhTXNL4BmfFZ4mtK3+v9ZbuwLn85yqpLkBGXhYy4LPjgx/aSLSisOoZkfxpOSu6ENkmnoH6wMY6V15zPJXmvo7T6OF5792VcccUV8PujK5ocTjT2ZUk2Ypjbb78dH3zwAfbu3YtgMGhZOHiN9mOXeAiYERCjnehYkxw7JQOwLhp2SIbTxcuAsdl/ecFbCHijFcEwKxlymBEPvfs3mzLltGwI5LIC5Ffuwd9l36Owch98qPmOMVTB7wsC8KGalQEIIC6QirhAGvz+E+evtPyg6X17VTYAbwsH7yF0i6uK8N6+1+H3+XFFw7FIDiSjUGYfhZX5WJe/DH+W/IL68Y3RIKEJCirzkF+Zi/LqMrRIaos2SaegYUJzcbhg6ff6eFUefjy+AnvKf8PQoUPx+eefW567xMtEY1+WZCOG+e2339CxY0d88MEHuPzyywHAknDwHlrUbulwmmgVEK+LBqAuGzzv9snhRGfdrIR4XSS0sBLJUOrca3XejQpHtMoGcKLNxysP4mDVVvh8AfjgQ1HlYVSzSiTEZ6K8qky2Y2hWNpREAzAnG0DoOQx/f7WEA7AW4dBz/eElMHbM13G0/Aje2/86SqtLAAiznQQQ8MUh4Kv5t6SqCEF/Is7MGIh2yZ3FoYpl26jynd5V+gvWFs7DqlWr0LdvX91tjDSisS9LshHj9O/fH6tWrUJGRgYaNWqE7t2745ptDRDnN140a+c8BtEmHgKRLiBODFurFzNRDT0/vkYFI9I78JGAmWiGkc68ng68HumIZtEAQtud6z8g/i2kUgFAUfkh2XW9KhuAunAoib1clIMnTgqH0Wve7uKjOFS+D1Ws8p9HFarwz7+sEkF/AjqldEfQr3zd11NjxRjDZ7mvIsmfjkMVfxpqYyQRjX3ZOLcbQLjLxx9/jMWLF2P//v3YvXs3XnrpJfR78020evMPt5sWgrQjqUc8hM6s16VDrbPudRFxarZvPRgVDa0fXCM/tmblQm8Bc/id1VjHTDTDaGc+D4WaHXleheVuDm3rBCnB+rLCkRhsYFg41ETDCLn+AyHCoef9FsgvZ7LCkVvms1U48ir8jqRombm5ItRfmMHIaHF5lRVokdADv5QswqnpV+Cngg9M7ZNwHpKNGCc7OxtXXXWV+P+///4bjz/+OLZu3Yqv+04ytK2sYIUjszQL+zAiHYD3xSOc8M68l+QjWkVDzw+t3XKhtV6syofZ2gy1zrz0bryA0Ak10gEN379dI1rZjdBunnUukUhuRXnIe5hXVhXyvVMTDsC+KIdw7fJKXYjVKK6Ra6LwmWwY7IRtpV9hZ/EqtE+9AL/mz0MgEJvXxEgiukv6CcNMmjQJf/31F2bNmoV+30xzuzmq5JbHiw895JUl1npEEvklCSEPN9thBDvPtVG5tSIa+eXM0NwO4Q9e2Lltr8JDNHL9B2o9ZLcled5s1CG3olxXh91KVINnClVWfDCkcx3+fy/AK6phlvDPoNr1QO1aklvmq/Uw3BYPzO3jhmgAgN8XQLPkvqhgJfi9aCESg2m4//77sX37dkvtIeyFajaIWowYMQLbtm3Dr7/+ikAgYKho3InIhhpGazus4pVoid1RDy9FMgSMFoQr/UDrkQw9xEKnPxy7oixmOyLi+mGdeCWxUENtxCJeuC0bVutO9NRsCFit3dAjG3prNoDadRuAsdqNWvvgPFKcnuiI2QiH2WuhgFOioXYTgTGG41UHsa/iexwv34uU1ERs3boVjRo1stQ2LxCNfVmSDaIWa9euRa9evbBixQqcc845APSPUuW2bEhxWjzkcENGeImHlehJNIiG1g+qGblwc64HJzEiIWYlTW/alB7REDrHRoZI5YFbssFrRK1Ykw3AWeEQ26EiHmaEw+4bL4r7tXgTAZD/zFVVl2N3/jJcdsXFmDFjhqU2eoFo7MuSbBC1YIyhRYsWGD58OF566SXxeT3CoTulyeAMzplBa3eNvSAeUpySECfmFAkn0kWDl2TYmfceafLBGzOiIdcBlsPoyEVWcGMUKrOfHavCYUU29KZQ8ZYNwLhwAPZIB0/hsOPmi+Y+OVw31b7fB4p/wPHS7VizZg169+5trpEeIRr7siQbhCx33HEH5syZg71794qzdW4ecDsAfZ1Ju6QDsC4egLfkwyupWLywUza0PlfhnycjP6o8JMONwtpYEw87RUPAKeEwIxtW923l86KVsmY2usELI7IB2CscRtErKErSoSUcVkbg87po5FfuA2MMx4p+QadTTsKmTZsiumg8Gvuy7lcZEZ5k1KhR+Pvvv7Fhw4Zar2UmlGp2kPV25jODVYblIa88YEpSpEiLy40UmdtBpBasK+GWPOn9TJgqyNRRoOzWCD7Cvr00glBmQkD3ww7M1GhIMSonkYJVMfWy2CqJBqD8fsp9TvJQWLtjK/P94j1Ig1BwLn3ItlmhqDyvwq/6UMMu0dB7brSuX3puJPh8PqQmtcTmzZvxv//9z2SLCbsg2SBkOeuss1C/fn3MmzdPcRlewgGckA4j4iFIh1XxEPCSeEQ6dggHj/Qpo6lTWj+WXuvke0E8jAoED+FQixCETzCn9ZAjvFPKa24Mo1EKtyfxs4qaELiFkpgqSYcSdowQpyYeZm6ayGGHaBg5B1qSITeinNi+MImMD6Tiuuuuw6RJk3DkyBGDrSbshGSDkCUQCGDkyJGYN28e1DLteAqHuE2L4sE78uEG0SAdeiJgeuExxK0Z0VBsj8ckQw4viIdeeEY4lDqPRlN4nIpuZCJNfGgt5wVqjdAkaZc0LUkpdYm3cKQE6+vaptr7qTYUslKUQ+t7JTdEtZ6HYvtlpMPs0LnS9XnDqwhca6AHuZqgovJDeOKJJ1BcXIy33npLdzsI+6FJ/QhFRo0ahddeew0//fQTOnfurLic0KFU6hw7NdlfOOHCYbbWw+js5TyJlJnQ1dD6fFhFj1jyFo1IQ2+brabJWJGGzIQA9+GDzQhDUfkhsfOaX7lP7DRbmXVaL8L2wjtaXhENgaz4oOvfAzPSojTqmED4eywgvB/h74PcObD6HdKaxFNuQsHw65vWsLl2TF7KQzIA+aihkVqg5ORklJeXo169errbQ9gPyQahSP/+/ZGRkYF58+apyoZAZkIpd+HIDFZxS5NS2o4RCTEyezlPYlk6eI0+FY5R0TDSudKbZuO1TmT4zMlG4BGdMCMcSuc6PH3KCFLh0Nq3He+hW58L4T20e86YlGB9U8XivKIiUokMR+jYGpGOkPVNSJjad054L8JnMAeUi8qtRCzslAxA/wAPgL5oRjg///wzGGPo0qWLoXYR9kJpVIQiwWAQI0aMwNy5cwHUDKOqNZSqWmfYbAedx+hTaphJvaL0KvPwSq+yUqdhl2jIhf95Lu8EZjpLPNOgrGxLLhVG2iEpLT+o+QhH2sGxWngeKfB6P5U69IAxcdCbKmWE/Mp9llKrpA+rSFOzFDvjMmlWaoXkZoh00QCAH3/8EXFxcejYsaOhthH2QpENQpWLLroIM2bMwO+//w5h9oWMpDLVuRjsiHA4RV55QLfcuBXlAGqkI5KjHID650TA6mfFyB0+s6LBo7Mh3YYXoh1WIhw8sJpSJdeJ1Dt5nIDb0Q2nCRcMrfdAmkqViTTxM5xVnRPSUcyIa2w4nc3JQnI9qVUCctEOwNg1QM9nJfyaI/0u5pVV6UqtMoobaVNK583MfC0CmzdvRvv27ZGQYG2+KIIvJBuEKoMGDUJycjLmz5+PyyTPOy0cPNOptBD243XpCD+/ZuTDaJTEK4LDO33KjGjYFZHQk6rhJewavlaus1tr+FGN90DomBgRjdLyg7UmkVNLuxHaESnvl5cQ0qm8MEqV1nsMqKdY6UXtM6v0GQqXf7XUKgG98mEmMmKXaJiNZgAnvuObN2+mFCoPQrJBqJKcnIyhQ4di3rx5uKxet5DXhJQqJelQy9EXOuZGpMOscIR3QvXOtmpGOtycLFBNHPREEYzswwnpUPps8E6fMioaTqU9uS0dbkc3DKdo/NNRMXoXvbr6RGqo319zLROEQ64jrFRETJjDC6IhoBXlEFBKr7L6uVCLcArXI60oh4D0WicnHlaGtdWL06LBGMPPP/+Miy66SHcbCWcg2SA0GTVqFK688krs698WjZNqd3ysRjkA/dLBI8IhdEz1SocRzKT9OCEovOs8eKRxqbXJiGjoJZJEI3yfbgoHYLyA1Qp63xOlmasF5KIaUrGQo7q6TBQO6XZSgvVrjUwFoNboVIBxOXRyMAE1gZR2XO0uEPc6eqUjHL01PXqkRG0ELL3CIcCjroNXfQZvQqOWDEVFxboGtCGcxcfUJlGIMKJxincvkJ+fj3r16uG+NqdjbItT1JdVkQ5Au9Ort7NupNOplV6jRzrsLlIPx80IiVGMSoce8XEzquEl0RDwQoqO3iiHGenQM0N7yPIKoiE3ApXQGdESDSmCcEjTqYQ78OEdUKWOo7SOwW6Mfj54RKyk74nROREiDaPSYQYtAQl/j+XeQztSGs2Ip5k6N7XPjJ6oBgAwVoG4OIYjR45EdB8wGvuyNBoVoUlGRgYGDhyIpQe2ay+rMWKVnkkA9XS0eXb+8yr8uvP9ncLtSQWNoGeELGEZ3qIhu36UiYYX9g8YGJGL40RmcqPzaEU0AHO1GnJojU4ltEGuHU6+Z0b3ZfWus9r60Thil9bIVTzQOm96ZjPnOYO52e04Of9K+PeTsUoMGDAgajro0YS3eliEZxk1ahQ25h7ArqJ8XctrCQcP6TA6y7gVnCpOlyNSxENOJIwO1ctjpvBwjKRPEeo4MSO52hCgaqIhdAbl7oIaiWqELy90aKTblet4qg2V6gRGh2E18z5qyZ8ckR7VkGK3dGh9hvQIh7isAfEwcgNADTcneqxJ0qnGBRdc4FobCGUojYrQxeHDh9GmcVMUVJShS50GOLdBC5zboAVap9SBz6c+6oVaapWVO93iNjREwEjUQi2lyulUKi0iKdVKL06kT9lVpyHXSeBdSOyFdKpweKfkKKEV0QiXDSO1GkqopVMJyKXYuF1Abkdald7vR7SlUJmBV9qVWoperWVdHMwBsD7pqdHhbuWiGoyVYc+ePWjSpInutniRaOzLkmwQuvlj1OVYtm8PFu/bgy8P7EdJVSVOSs3E+6efh5zEVM31rUiHFeHgJRviMh6TjnC0JMRI9MBJoTGaPqVHNpxIn9K6m82z4+lF2QhHqdNj5a6nUdEAzNVqhCMtFheEQ270JLs7l2Yx8nkx+76RbFhH6/Mj97nwknAY/W7bIRvV1aUAGBjz9u+zHqKxL0ujURG6yU5IxOWt2uDyVm1QUlmJhXt2YvyGr/Hn8WO6ZENt1Cq1YXIB5yYDzKvwawqHkYn/3IDneQrfll3ywSN9Ss8EfjxFQ2/KDM+hUiNhPgceqRR6JvsClDuyVms1BKSjU0mHwwVCpcPs6EXh8B5S1cjnJXyUI6PRJiA66zWcQM/EguGfAbn3VvqeOSUebqZOCdTcM6+Cz+ftVONYhmo2CFMkxcWhf8N/LowJxUhL1zcikZUCcrWOrtOd/7zygKt1HG7hdO0Iz8n7jOQhq4mGmdx8t/P5IwGh5sCsaPCo1ZBDaRty+7Mrp9/K58doHQfPuhyKahhD7fMj9xlQvU45VF9lN3qiGoBwgzD2fpMjBYpsEKZJCtR8fEoqKwGglnAUFiinRqlNCGh2MkClOTgy46ttG23K61EOu+A5gSGPOTX0pE/JrqdRhFxreYvCwCPKEQnRDS0Mj55kIDWHV1RDadvS+g25KAdQu3280qyk58HI58jtCSIJY6hFOsKvIVrvrdVohx1CITcsdFZ1jvj5zohrLJ4DYZZ5KYnBBmFD3lYC8IHun3sXkg3CNMmBms5gSZV8Z1sqH0riYUU6vCQcwr61ljGLF4VGev7NiIdahMRKnYbsegbSp+zGqnB4vcNodshXPSKnFc3gURQuh7Atvz8hZB+CeEjbIVfTYeQOv14xMSMe4e8NrwkI1eponELaQY0WpBNJStGbVlVrPQ+kPAlozUOjRzgAoKTsAIAqAAHNwWoI9yDZIEwT8PuR4PejtKpSc1mtqIeWdBiJcqgJh4CSeFiZVdzOtCrZ4/GQgISLh9lUKx6F/nqiGmbqNHimQfGs43ALK6N0GcVowShP0ZASPsO4lniEIyci4ch1mLUExGrEQ0DaWTX7/rrR4RfOj/BvNEmHUeEQ8MJNCSGSonS9DRcOaXQjHDnhAICE+EyUlhfD56MUKi9DskFYIikuDsWVxju9gnzolQ6jUQ4l4RBflxEPK6LhBnbXjJiVGTOiYfZYzEY1ZJdzSDSk24xE4bA6QpfZjqBSJ772qDT2iIbc9rXEIxyzImKkAF0492Y+W3amt9mF3DmJNukwIhwCbouHNGUrKz5oSjjCo1XCd0T6PWKoubnk8/kQRYOrRh0kG4RpZm7fhmPl5WiQlGR6G2akg5dwiMtFmGQ4hdK54x1R0fMemU2fksPpOg2emOk0hOdp25lKoTZ8pRxqnW81lOoy7BYNtf0piUc4RkREqRbEiHQAfIbUtUMgraJ1HtyWjqLyQ7qiWXowIxwCXqjZUYtyGBEOIDTKEfAnIiHYEGXlBxHwm++LEPZC82wQuimecLX49+c79uCyxV9hbMeT8ELf03XnSpYcVfZbpboOudQqpSFy5e6qx+KoUU5jRECMvh9K6VNmJvAzmj7lhGgY6Qjq7SxoFYKaFQ4950lPypMZ1DrwTkuGHqTyoYWSgAiodVh5FZ+bxc3ogdFjd7KtWp97sxKidMxemkDU7CSRakMpK713ReWHwBhDSdluxAXSUFGZZ7C13iMa+7IU2SAM8/X+g7hm6dc4v1VTPNenh6GirKTs0PoOqXwYiXIopVVZiXAQ5rHj/KrVaJiJalidIdzrGBlpRiuXWg6tibgA+cn1pPCc/8LrqLUxXETCz0u4fCiNegXwm+PDKG6nKJk5XqeKyPUIttp7qoZahEOAh3jYHQ2RS61SKxpXeu9SgvVRWVWEkrIqimx4GIpsELopnnA1fjqShyHzl6FLvWzMH9EfCQE+nUy5iIdcpENvlIPHcKpOYXaUrGhM/9JzLpREw0xUwyvpU3o6B0o/+jwm77I6SzRQWzR4RCKETnkkyIUV1KIgclEPrQ4qb/Ew00HX0+HmfXffCHZJh5lInp3ngVfEg1dUVY7w64/0eqNnpLPisv0oKtuLpITmKC7dbnj/XiMa+7IU2SB0syO/ECM/XYmWGWmYPawPN9EAaiIe4cKRll4qG+XQU8dhdGhcp+A5/K6VbXlJVOwakliK0bQhp+s03C4WV4t0aImGXDSDV9F2tEuGgFLtB3DiXIbP78GroFxuPTOY6WSbqWngJVJ21HOYTRk0W9uhFOWQInctszp4AO9oh1oBudwIVeFRjvLKfATj0pGaoJ6OSLiH6zOgvPTSS2jRogUSExPRs2dPfPvtt+Jrv//+O3r16oUmTZpg6tSpLraSOHjwIM5fuBKp8fGYP3wA0oPG7l7EZ/lrPcIJT7ECag+ZC0B2BnK1mcdrLev0bOMVfvHhFaRtMvKwY19GMBvVkG2Xi3UavOAR1bCCXDRD6BxXV5eJD0I/SudNem6BmnOu1bkVZqQO71BLn1daRgth/3ra4WV4yYvVc2B2fTOyJMxGrvTQwu7UUz0yI7xvjFWjoqoA8YEMW9tEWMPV3s+cOXNw5513YvLkyfj+++/RuXNnDB48GIcO1XzpJkyYgKuuugoLFizAggULsHbtWjebG7MUFBRg6NChKKqsxMLzz0H9ZOWZwQW0xEJYJhwrwhEOrxmuzeI1weCBU4Iih1OjT7mFGcnhObKU2YJNuU4SCQYflKRDit5OKi+p4C0XRrdl5hjs3BbP8+GkcKgRKTdcMuIao6KqAABDMI5kw8u42hN69tlnccMNN2Ds2LHo2LEjXn31VSQnJ+Ott94CAOTl5aFbt2449dRT0ahRIxw7dszN5sYs48aNwy+//IIFI85Bi/RUxeW05EJpnXDkhEMPXoluRKNkuI2aaJiJaijux8M/snYJUm5FuS5p0To30ogGwRc9wsGj02unVOjZrxGsiILXJCN8u2bgKWGA9vfdyRs2amlf5ZXH4PcFqTjc47jWIyovL8emTZswcODAE43x+zFw4ECsW7cOAPDII49g4MCBSE5Oht/vx+DBg91qbkzTp08fVFRU4L3f/pKdNMeoYJjB69ENL6ZKRQtGREMPXoxqWEGvLCitq4TaeXJ7JKJYREs4BIyIgtdSocy0QSklTO1htY12nysr2+ctHV6GMYbyimNIiM8yNCom4TyuFYgfOXIEVVVVaNAgtKCnQYMG2Lp1KwBg2LBhOHz4MAoKClCvXj03mkkAuPnmm8EYw/jx41FeVYUne3dHYlyAm2DEZ/lRkRtasCxXMM4bHsXiJBf2oCdlSk409M6rIbtPD0Q1rBSKS4/V6jwbekafAvSNPEXwo7q6rNbkgWpzdEg7rdKJ0PTA6z3VmkMkHJ4T4fHGSSGzeh6kwmG2LsXtgSu0KK08iipWiqyEdigHRVS9jOdHo0pISCDR8AC33HILfB+/j/Ffrscbv25DekI86qckokFKEuqnJP7zSEKD1H/+TUlEvX9eTw3Gad510CMcekanUpphnCdeEgyzdQxZCd4b8drIsZiJaEQDeSjUVTypJh5W6zzU7ppSCpX9GBUOAT0dZTukUbpNveJhdg4KO3Ej8sNLvNyai8UIaiNSKXG8fC8CvkQkxmWjvGq/TS0jeOCabNStWxeBQAAHD4Ze3A4ePIicHO+adCzzr95t0a11Nn4+dAyHi0pwqKgUB4tKcaioBH/lFeJQUSkOF5WiKizVKikugAapSaiXnIgGWcm4tmc7jOrcElWHQ1Oj5IQjHDnh0EJpGFwzRINoKK3rtICYbb+SaFidVyNaMfoDbjSqQTiPnHAIGI0kOBmVkhvGVw0vRDnc/pzzPAdmpEMtuqH35ocZwif4Cx8ClzGG4+X7kBpsDJ/P59iEjYQ5XJONYDCIbt26YeXKlRg5ciQAoLq6GitXrsSECRPcahahQdeG2ejaMFvx9WrGcLS4DIf+kZCD/wjIYVaBg4UlWPbbXpRV/oZRnVsiUC+xlnCEoyedykp0w0gqlVdEw4pkmN2uFRHh2V67IhpeSKES8FLqgtKcGlKoMNwdwoVDQGs2crllwrdrFLVJCeUwIh1uRjncFg0B3udAz/wcZsmtKHdkSG4hhSo12MT2fRHWcTWN6s4778S1116L7t274/TTT8fzzz+PoqIijB071s1mERbw+3yo908KVSfUQaBeaKf/mve+wO684+L/w4XDruhGtGCXaHh1v1LURMPKvBqRhl13E7XOD9019B5KwiFFb+TCiizKratHQLwsHVZFQ296mxF4ngMjUQ6v3ACRRjekKVQCXk4Ti3VclY3Ro0fj8OHDeOihh3DgwAF06dIFS5YsqVU0TkQPScE4lFTIdwwPFZVgyZ/70S01C23qpIt1HjyKxdVSqfREN7wQ1fBCh98tjIoGz/kn9BLeGY+kHz450VCL9oQXhlNUwz30CIfW+nYgbFevdHilnsOoZKjJnNG0Mb24IR1eEQ4AKKvMR37ZDmQmtqVRqCIE1wvEJ0yYQGlTEUL8I+9a3kbyn7ehJH8l/Lf+T3zOD2DLli0YNmwYdu3aBQBo2bIlhg4diqFDh6J///7ITkkJ2Y40kWvneTdbapPVEamcgERDHr1zatgZ1bDjjr/WDzuP6IbaOVFLn/JKaglxgnBh0NPBd0oQ9UqHmXoOKWY73mY+z0brXOyIcrhdyyLAK9Kqd64fxqpxsGgjgoFUZCa1t7xfwhlclw0itkhOTkZJSUnIc1988QVGjRqFZs2aYevWrfjzzz+xePFiLF68GC+//DISEhLQp08fUT7atWsXcjejxeevYPOA21X3a6VA3AtRjawEZko45DrqGcHIERczouFEVMMLKUVKsqD2w69Hukg0Ih+1tCa3olBGpQMwFhGw+7PppeGd3RANI1ENHnUbSgNV5JX+jvKqAjRJ7w+/L/RGoReuy4Q87veiiJgiKSkJxcXF4v/fffddDB48GD179sTXX3+Ndu3a4bzzzsP06dPx559/4vfff8eTTz4Jn8+H++67Dx06dECrVq1wyy234LPPPhO31fmL5106Iu+RX87Eh5nXvUKsi4bZovU8FCo+tPZnRDSknS8raTyEM1RXl3ki3U1oh562lJYfFB9uwHP/XpIV3simYapci4WJSKUPre0JFJX/jbRgUyTGZYY8T6LhbSiyQThKUlISSkpKwBjD5MmT8eijj+KGG27ASy+9hPj40OiDz+dD27Zt0bZtW9x2220oLi7Gl19+KUY9XnnlFaSlpeGSSy7BNddcg7NXPIufB97Jtb1eiGroxYw8SNfxUsTDq6LhNELn345caS2ZoYgGYTdG6zrC4Z2apLQfntu22mY7ohp2jkxlFK36sSpWijh/6Dkk0fA+JBuEowiRjWuuuQYzZszAtGnTMHHiRF1FXsnJyTjvvPNw3nnngTGGP/74A7NmzcJ7772Ht956C82bN8fVV1+NHst3Iz3Q0IGjqU1umU/XMLGZ8dXcRIZXhELYjtvSwaNGI2Qdl0ah4jm8pJwY6BUQoxGS8B9uEg3CbqRRDiNRMr1iEN7BtyIUeqNDdkT7vFKnIYdddWThc2tUVpci4D8xGiWJRmRAskE4SnJyMioqKvDRRx9h9uzZGD16tKnt+Hw+tGvXDlOmTMHkyZPxzTff4L333sN///tfFBQUoFNaIwyqdzL6ZbdHenyS4nbUisP1yoDZ4u3M+BND/OrZl9m6DaPklzPXhEPvhH3hRGNUQwvec4PI/WgriUY0p4QQ7mJWPNTg8Xk1moKmNg+KmeiGXaKh54aI3hsbdk7yJxDnT0JJxUHUSWxNohFBRE6OCBEVtGvXDq1bt8bKlStNi0Y4Pp8PvXv3xmuvvYYDBw5gzpw5aH52F7ywfTku/u4lTN46HxuP/YHKauN3xeXILfOFPOReV0MqGdLn5J53Cy/VdDghGnp/TKPlxy2/cl+tRzgU0SDcRlrf4UbNidX9Kq1Hsl4bPcNv+3w+ZCedgqKKv3G49FenmkZwwMcY80aPggMFBQXIyMhAfn4+0tPT3W4O4TIHDhzAo2deiWWHf8GfRYeQHpeM3lmd0C/7VLRKzoHP51OMbChFGvRGFpRSqYwIhVwb5PbvhBQ4EemQOw6romEkhUpPpMCobHhhrg2jbdaSDKWOkheKj4nYhEcExM7Pr1z7jEQ33IxqAMZrxoxEN5Su0UrXY8YYdhesQDUrR2bKqfD5Qn8nD+Wv099QjxKNfVlKoyKilpycHLy0YyVW9boX3x/LxeqjP+Or3F+w6NBGNEmsi/ManI4eGT10b8/puS701HXoEY3wDntmgvF5Reyu57BDNGIRK5EXPZEMuiNLeBGvi65cSpUdc29ECnpGxlOioGo/UhNbIK/oJ5SUH0ByQiPezSNsgGSDiHr6fTMNuT0eRIvkBriqyQD8VLADK4/8iP/tWoSSxgH0yT4tZHkehdt6C8W1sFpILtdhF54zKx28hcNMZMYO0ciqztGMbmTENfZcKpWZ9jgxkRlBECeIJeEQZEKIcPAapEO41sUFkpEUzEFx2V4kxNdFwG9tTg/Cfkg2iJhg1MZHMa/Hgwj4/Oia0Rpd0lvhxR1LMHPf52iQkIV2qS3cbiJ3tCIDZqXDiQJytbZHSkTDiRQqI6JhtgZDj2R4/c4yQUQyer67do5Ules/YGr4baOSoXSzR+46l5zQBKUVR1BUthvpSScZbhvhLFQgTsQMozY+Kv7t8/lweeOhaJPaHK/s+hCHy/JU13U6hcpJ8sqqDA8py3u4Xa+g5wc1I66xJ2oxjGA2kkHRDILgh5yU8/qOmfmOG7lZwXv0O73bV2qj3xeHlISmKKs4gorKQhSVH6JBLTwMyQYRU0iFI84XwE3NLkFyIAkv7pyF4qrSiJrETw1T81G4JBxGMBrVsHMYRkE65OTDK1ENsz/ARjpAFNUgCG9gd2ebp3Dk+g+EPMJRGiVPSmJ8ffh8QRSUbEMUjXUUlURHz4ogDDBq46PiKFSpcUm4tcXlyKsowGu756KaeWf4WTcwE+Wwow1uYna2biXxsAOtH2ErkkHRDIKwDzujG4Bx4TBa82VWOLTkwmibisoPobjiMILxdVHNylFV5c7krYQ+qGaDiEmu3zwFb3aeAgBomFgX/2o2Ci/unIWtx7ehY1o7W/bp1DwaPDrreWVVumo5nJwAMFJqNdzGaGfDidmUCYJQh2exeFH5IdtrOOxAr2RICfgTEfCnorwyF/6A8gS+hLtQZIOIWa7fPKXWc3WD2bWei4Z6DTMddb3SYiadykuTBsphNrrhBEo/yHqjGUL0wmoUg0SDIMzhxHcn0uoXrERrg/HZ8Pn8KCs/iOLiYjuaR1iEZIOIaQTh+KngD9QPZqGejGxUVldgZ8lfWJW7HO/uew0f7H8b646twYGyv8E8lnalNYqTUenQm1alVxy0JENpX1aiGnbWbTiNmmhoQSlSBOFteH8/9QqHW8N5C3UZavvXcxPF5wsgIb4BGKvAjTfeSPUbHoRmECdiHsYYshMycHJaJ5zfYCiqWTX2lx7AtqK/sK14O3YU70Ylq0RyIAXNE1uhvLoUu0t3ooJVINmfghZJrdAyuTVaJLVGelyGuN3weTaspFFJC9elkZbwjrtcZ12po54Vb2xscj1pVWopVWYmIBSwmkJldpx3u0dgMYJZ0bBDMCiqQRDWUZr5nPfcG3pSqrxQaxaOkehMaflBMFYJxsrw7LPP4o477jDaPM8QjX1ZqtkgYp7Nmzcjr6IQrc9vj/WFP+GLL75AXl4eUlJS0LdvX9w8cAIGDhyIk08+GT5fTWe6rKwM69atw/Lly7Fs2TIs2rQAjDF06NABgwYNwqBBg9C3b1+kpKTY3v7xTR8BYEw0pK/plQ49dRxyNRxeSJcyO7mUnon+3MRJ0SDBIIjIRE8NR37lPluEw+5JR6XXOJ8vDoxV49///jc6d+6MAQMGGN43YQ8U2SBinldffRU333wzAoEAzjjjDAwcOBDnnHMOevbsiWBQX0f86NGjWLlyJZYtW4Zly5Zhz549iI+PR69evTBo0CCce+65OO200+D325O5OL7pI4ZlIxy90mFm5nE9aKVr8SwQNxPpcFs65H60STYIInJRimwA/KMbAlrSwUM47IxgAOrXNcYYGCtBdnYWvvvuO7Ro0cLQtr1ANPZlSTaImOfYsWPYtGkTevToweVzwxjDH3/8IUY9vvzySxw/fhzZ2dk455xzRPnIyclBeXk5ysrKUFZWputvn8+HoUOHIjU1tdZ+r6g/udZzRjvoRlKreEuHntqQWBYON2WDRIMg7MGLwiFFj3zYLRcCeq5nNdcqBqAKXbp0wTfffIPk5GRT+3OLaOzLkmwQhM1UVFRg/fr1WLZsGZYvX46NGzeiutp8/UbDhg0xdepUXHvttQgEQjv8UuGw0jF3OsphZLhe3kPgRoJ0uF2vQbJBEPbhdeGwit0TiwqEXqdqhOPyyy/HjBkzbMsqsINo7MuSbBCEw+Tl5WHVqlUoLCxEMBhEQkKC+K/W30eOHMGDDz6IWbNm4dRTT8V//vMfDBw4MGT7gnBY7ZQ7KRxG5wbxgnBIsVs+SDYIIrpREw7AHumwWzjM1l4YRfn6VA2gGjfccANeffXViBGOaOzLkmwQRASyYcMG3HnnnVi7di2GDRuGp59+Gh07dhRfv6L+ZC4dcieEw+wkhHZM8mdVOgR4y4fVIW+tQrJBEPajJRx6MColvIVDr2BYvS7pvybVCMfYsWPx+uuv18oG8CLR2JeNDM0jCCKEnj174uuvv8ZHH32ErVu34tRTT8Utt9yCQ4dqLvQfHHqYy370zs3BY9ZyoxgdulcPvObkyKrOER+RDokGQTgDj++a0fl0eE3+pzUfBs/JRI2dJz8AP95++22MHTsWVVXO/1YRJBsEEbH4fD5cfPHF2LJlC5588kl88MEHOOmkk/Dkk0+itLQUS/Ke4LYvvcJhVDrckBQtMpHGdSLAaBIPgiDshZfcG+nU65k4z8y6VuRCkIrwhzlqhOP999/H1VdfjcrKSpPbIcxCaVQEESUcPXoUjzzyCF5++WU0btwYTzzxBC677DIMzbqf2z7MRBPUUqx4yIYd6VRSeKVWhWMk1crNNCqKbBCE8/BIqZKiN71KK62K5zXH+WtLTUrVJZdcgpkzZyI+Pt7h/esjGvuyJBsEEWX88ccfmDhxIhYsWICePXvi2WefxSPnfcpt+3akL1kl2oWDZIMgYg/ewgHYN7oVoH2t8ca1pEY4LrzwQsyePVv3XFpOEo19WUqjIogoo23btvjkk0/w5ZdfoqKiAr169ULd8/bgCMvl0mnWW8fhJHYLEM+0KoIgCLfgOdGnEbwhGoCQUjV//nxccsklKCvzSruiG5INgohS+vXrh40bN+Ltt9/G/PnzEdd+MyqqS5CHwloPM8SacBAEQTiJXR10O4RDaZvWai3sokY4Fi5ciFGjRqG0tNTtBkU9JBsEEcX4/X6MGTMGq1evxo4dO1BQbzVKq47VWs6sdHgtymGncFB0gyAIp4kE4VATDe9SIxyLFi3CyJEjUVJS4naDohqSDYKIAbp3747169cjLi4O+xOWorCS7zwQJBwEQRD2YFd0gIdwRKZoCNQIx9KlSzFmzBhEUQmz5yDZIIgYoWXLlli7di3at2+PHZWfI7d8e61lrNR0eCnKESkpVVaHw9UzIZedBaEEQTiH14TDrfoPvtQIx4cffogXXnjB7cZELSQbBBFDZGVlYfny5Tj//PPxV8kSHCjbXGsZq0Xk0S4cFN0gCMIt7IhyGJUGrbkzIiOqIcUPwIc77rgDX3/9tduNiUpINggixkhMTMSsWbNw9913Y3fJ19hV8jX38LEQ5XBbPEg4CIKIRnhLh5Zw6J2gL/JEQ6CmO3z22WfjwAG+acYEyQZBxCR+vx9PPfUUpk+fjsMVP+PP4qWoZidmVeU5r4QXpIMwjx1j/RMEwQee0hEuEkZnAI9c0QAAH4CaCWgbNmxIs4xzhmSDIGKY8ePHY968eSiN24+txxeiovrEEIC8J7JzSzooukEQRLTDUziMCAbv/bvLCeGIj5C6v0ghzu0GEAThLhdccAG+/PJLjBgxAkWZa7B48WK0atVKcfkhmfdZ2l9uRXnEFHArwVPEsqpzNGcSz4hrrDiLOEEQBMELH2ruw1fD5wuAsSq3GxQVUGSDIAj07NkT69atA2MMZ5xxBhYtWoTq6mrZZZfkPWF5f5GaVmVlEsRIhlKpCIJQws6oht+fEPJwBt8/j2r4fHRPngckGwRBAABat24tDo173nnnoUWLFpg0aRK2bdtWa1kewhFpxKJkEARBuIGSXDgjHUJ0AwCqSDg4QLJBEIRI3bp1sXr1aqxfvx7nnXcepk+fjrZt26JXr154/fXXkZ+fLy5rVTicim5Y3Y/XoxlOzbVB0Q2C8C5ufT/tiGroORb7peNE/UZNhCPexn1FPz4WRVMmFhQUICMjA/n5+UhPT3e7OQQR8ZSUlGDhwoV45513sGzZMgSDQfTo0QNpaWlIS0tDamoqlr+/GXG+IAK+eAR8QdSNa4mUQJbufdhdv2FWNpwWDK26DQCKdRtF5Yc01+UxAVd0FIESRPQRDbJh9hjsvS5V//MIAPCBsQob91VDNPZlSTYIgtDFvn37MHPmTPz00084fvx4yGPblt1gqEQlK0MA8eiSciGy41vo2q4XZcONSEYkyAZAwkEQXsQN2XBCNMKjss5PJsgAVEEa6bBbOKKxL0uyQRAEF3pmTkAVK8efRUtRULkXnZKGoHHCqbrWtVM4jMiGm+lSJBsEQZjFadngdR1Qa7da+qfS9cye61MVaqSjJroB2Csc0diXpZoNgiC4sCFvOgK+INqkDEPdYHv8UrII20vXut0sgjPRWrvh/Ig3BBF58JpEUO27lhhsoFlnpvS6Pd/f2l1lquEwBskGQRDc2JA3HX5fAC2S+iEnoQu2la4JmShQCS8Mhet2EXhWdY7mMhlxjWWf11MkzpNo65CHH0+0HR9BWIXnTOVmoxlyy/IY/EI/8sPBE9qQbBAEwZUNedPh8/nQIHgKAIbcyt227i8zIaD6eiRNIKhHOMzC+4c52jvk0X58BKEHnpIB2PO9sl84hHk32D8PwigkGwRBcGdD3nQkBNKR4E/H0cqdtu1HSzQiES3hsBrdIOEIRe0YouH4CMIsXqnPSgnW17y+Sa9r9qZSkWyYgWSDIAhb2JA3HelxTZBrk2xIRYOHdGQizfI2eGE2wmFEOHhJR7TXOUTzsRHRA28xcEM0tK5JRoSDP75//iXZMAPJBkEQtvHyzIdRVJ2LkuoCt5sScagJh1J0wygU5dBHNB8bET3wEgS7RMPM9yhcMJyuTwvFD0qlMgfJBkEQttG/f3/4fD7kVuzkut1oTJ+Sw0yEw+iPMQmHPqL52AhCwCupU2roucbZ830VohtUKG4Ukg2CIGwjOzsbp512GjqPynS1HXqLxL2USiXglHDEYlpVpLSTIPRiRRbcFA2564/adUzpNWdHpyL0QrJBEIStDBw4ECtWrMDi3Me5bE8pqhEr0Q4BXqlUUijKoU40HhMRfZiRBrtFw47vjvMpVUL6FHWdjUJnjCAIWzn33HNx8OBB/PLLL1iS94TbzYlInIhuCNCdQXWsdpqkkwdGUhSIIJxE7/VLbTn+3y1pGhXVbRiBZIMgCFvp1asXEhMTsWLFCgCwJBxWoheRnEqlhFZ0w4pw8JAOL3ekrbRNThj0PtS2RxC8MBKpcLtOg/cNDvtumPhAReLmINkgCMJWEhMT0bt3b1E2AGvCoQavCf4ykSY+7MDM9pWiG3YJB8BHOrzaiXa7gyUHSQfBEz2fcS9+D4zibHTDjxrpqMaqVas4bzt6IdkgCMJ2Bg4ciNWrV6O8vNztphieUZyXdCgJBg/h0MJqbrNV6fBqB5r37Mi8IOkgeKH0GffSZ7+0/GCt54rKD7nQEr3UCMell16KvXv3ut2YiIBkgyAI2zn33HNRVFSEdevW2b4vPalWRoUDMCcdeiMYVoVGT7G4nll4tbAiHV7uPHul0xUOSQfBC+Ez7pZkOL1Pe2cUr0mnSkxMxEUXXYSyMm9eP7wEyQZBELbTpUsX1KtXD0uXLlVcJrfC2aiHGeEAQgVC62F226rtVkmnMiIdVtOrzODlzrOX7vSG49VzRkQWXv18RyY+zJs3D5s3b8aTTz7pdmM8D8kGQRC24/f7ce6552LZsmWO7E9vIXlWfNC0dNiJlnTwml3cinhEY1oV4N0OmZfPGUFYRS6Vygha1zA7vj/du3fH6NGj8dFHH3HfdrRBskEQhCMMGjQI33//PQ4fPux2U2rhReEAzI+MZWYODh5pVkbQGpmJxyhPXkRIRQt/EES0Y1TkvV23UcMFF1yAX375Bdu3b3e7KZ6GZIMgCEcYNGgQGGMho1LZidFhciNNOLSKxc1O+mdEOniMVMVLGnhKB8/ohl6p0CMdkSRVBOE24d8nO74/gwYNQjAYxMKFC7lvO5og2SAIwhEaNmyIpk2bYtOmTW43RREvp1XJYZdwAPpHsPLaXXle0mFFOKxELLTWI+EgIhk70xSdn1EcSE1NxTnnnIMFCxY4vu9IgmSDIAhHyM3Nxd69e3Hqqac6tk+zkwAK0uFF8QhHj3DYHeWwSzisdNrdEg5e50LtuEk4iGjEiSFw7fjuXHDBBVizZg1yc3O5bztaINkgCMIRvvnmGzDGcPbZZ7vdFENIxcOMfISvL/fQg9mCcQEnohw8Ce9om6lzcLpTbod0eS1yRBCRhNz3h9d1weeLBwAMHz4cVVVVWLRoEZftRiNxbjeAIIjYYM2aNWjSpAlatGjh6H4zEwLIK6vitj07oh3CNrWG/81EGvJQKL+N6hzk+g+ori8VjvzKfYbamBKsr3qXMTHYwPKIMtJtGV2O177NYqcUyJ1bvz/BsyNnEYQa1dVlhjr8VqMbdn5/fL54MFaBHj164JNPPsFVV11leZvRCEU2CIJwhK+++gp9+vSBz+cztb7ZlKhIQk+kQyvCoXeWcTPpVVoRDh4dbrPbsCPlSO+6bkUfKJ2KiDbsumlg53fU54vHhRdeiCVLlqCkpMS2/UQyJBsEQdjO8ePHsWnTJtdSqCJNVLSkw+zEf3IYlQ47U6rs6hDY2Sl3SjQonYqIJrwQleN5Xbj//gdRVFSElStXcttmNEGyQRCE7axfvx6VlZXo06eP4jJ2F2NnJgQiUjqU0DPxn13SoSYcdozAZGQ7vNDTEbG6Px7iRtENItpwMrrB7/tTE7GfP38+p+1FFyQbBEHYzpo1a1C3bl106NDB7aZEnHRYSasCjEU5AGuF5AJGOuG879hHwghO0lG+eMxr4qVjIwi9uBHdsDdC6MNbb72Fqip+NYLRAskGQRC289VXX6F3796m6zXsQJCOSBAPHmlVRqMcWuip39D6Ydd6XeiIG40A8Jhs0I59qB1LpM5rQhB24OSAD/xkvaZLHRdH8h8OjUZFEIStlJWVYf369Xj88cdNb8NuIXBTOIyMlJUVH1QcsUptpCpxfR0jVglkxDXWHLFKa4QqwHznOLzzHf5/MyPUSDsVViftM4oemdBzPpWg0amISMToyFQ8sH90t2pxlCqiBopsEARhK5s2bUJpaalqvUYsYzS6YqWOAzA+YpUb6O2Yq0U+tIRAaaZxrY6PUdEwGpnRszylUxGENeyp3/D982AAmDgPB0GyQRCEzXz11VdITU1F586dxeeGZN4XskwkzNRtN0bSuqzWcQD6azm0hIP36FQ8t6d34j/pw+r2pFg5FhIOItaxO5XKPuEgwiHZIAjCVr766iv06tULcXE1WZvhoqFFJNRU8EaPdOip4+BVPO6UcNjROec1ypUbtRJuzNxOEEoYEXMjqKUvRZZwMADVltoTrZBsEARhG1VVVfjmm2/EFCo50VDtMMegaEjRKx2q2+A8WpUSXu4YW5kokFfNiVnMDDNM0Q3CKuFiYSbl0Ahu1hvxEQ6paARAEY5QSDYIgrCNn376CQUFBejTp4/hiIZXyQj6TD/MYneUQ08dB48Rquxal+c2BKxEMpxMLSPhIHjCO2rBAydGprIuHNWoEQ4/SDRqQ7JBEIRtzJkzBwkJCXhk+ALZ1yMpqmFVGKTbMCMgXohy2CUcTkRFhCiFVrTCasqUGxEeEg7CLZxMp/JuShXDCdGgbrUcdFYIgrCFpUuX4qmnnkITdIffV3uU7UgqCrcqGVrb5ikdVufk4IHR0Zfc2He4fPCQDDtFw+y2STgIvZj9rDiZTuVN4WD//EsRDSVINgiC4M7OnTtxxRVXIDvQEq0Texte3ytRDR7RDLv2ZSXKoZVSpYbe4XC1hqYVlokGvHAcaqJEwkFoEUmfkf9v78zjoyjS//+ZSTK5ExJCEg65L7kRJCALQUUFlUNxRWQV/bGeqOuq63qz6+6Kq3zVVfFYFdTdVdRdRUVFXQQPBOQKV4TlVEQIV0hCIOfU74/Qw8ykj+ru6mvmeb9e84L0dFdX11R3P596nqfKnYKDUIPEBkEQQqmpqcFll12GE0cb0TdtnOyq4V7wahgVGbnJDLnJTHtHlfPyntuMl8MOwRFOtPhwoxfA6+ciwUE4hd3J4k4IDmWk57Xx536sQ2KDIAih3HbbbVi3pgQD0i5BwJ8a2i4Zvpp5BQ57NXiNfUlURH/kvreyHgCf6JA9zmbBEWu4waMRDQkOQi9u7Be8gsNK0RF9Lym3k7SYn5QkTkRjSGx89dVXGDduHNq0aQOfz4cFCxZEfM8Yw0MPPYTWrVsjNTUVo0ePxrZt2yL2Wb58OQYMGICOHTvilVdeifjuyy+/xDnnnIPc3FykpaWhW7dumDZtGurq6oxUlyAIm5g7dy5eeuklnJ56PrISTxmrXvBk8GJEQJgVHbyIFhxauFlwWOk9sdozo3VuLUhwEE7gVN/iFRxGPKtygkP+OiVzmsSGHIbERnV1Nfr37485c+bIfv/YY4/h6aefxgsvvICVK1ciPT0dF1xwAWpqakL7TJ8+HQ8++CDeeOMNzJo1C3v27AEAlJaWYsyYMRg8eDC++uorbNy4Ec888wwCgQAaGxuNVJcgCBtYvHgxrpt+PdoF+qNd8qnVwmNJaJjFqOiwK28kGp41OLIT27pedIgqx0mREV0XLZxYhJAgRAkOO4QL7z0tN3mEcv1IbMjRfIoYDsaOHYuxY8fKfscYw1NPPYUHHngAEyZMAAC8/vrrKCgowIIFC3DFFVcAaBIsZ5xxBvLz85GTk4OqqioAwGeffYbCwkI89thjoTK7dOmCMWPGGKkqQRA28Pnnn2PM+RciJ7E9eqaeZ7gcp0Oo7CI3meFIrT4BkR3woaJO+0WWk5yA8lr5gZncpACO1FvjIc5ObIuKhr2WlG2WaGOiuu6A7mPcRnogX/M6UgIFsqO+fn+yo4uoEe7BCqPebP9ywkMSfr8r3VfR91N0PYPBEzgVSkUzU4UjPGdj165d2L9/P0aPHh3alp2djaKiIixfvjy07aGHHsLpp5+O7OxsDB06FL169QIAFBYWYt++ffjqq69EV40gCAtYtGgRxpw/FrmJHTAwfRISwqa5Ja+GMm7ycJjJ3QjHzR6OcOSS1e1KXhcJeTiIWMMqoaF3Om6l/dXuJ58v5eT//BSuGIVwsbF//34AQEFB5A9SUFAQ+g5oCqM6fPgwDh48iGeeeSa0/Ze//CWmTJmC4uJitG7dGpdccgmeffZZVFZWiq4qQRAm+fjjj3HR2IvRMrEjBqZfEiE0vAqP90AUVgkO0R4ivYLDK6IjFjAqOMgYIqzESP9yW59UEh1Ka/I0zbyYCKAejDHXXY+TODobVXp6OnJyciK2JSQkYN68efjpp5/w2GOPoW3btnjkkUfQu3dv7Nu3z6GaEgQRzcKFCzHuovFoHeiKs1tc0WzhPvJq8GG3h8Ou34UEh32Q4CDciJ7+ZWVfNOup1BId4eLD50s6+W2DqXPGGsLFRmFh0whYWVlknGhZWVnoOx7atm2Lq666Cs8++yw2b96MmpoavPDCC0LrShCEMd5//31MGDcBbQLdMDzrMiT4EkwbsfGSryGH2bU55NDbnlqzUunxbkhIXg4SHtZDIVWEG5Fmb1ITE14RvVohlimBAqQmt0aCPw0AQ3KSN8Ix7UC42OjUqRMKCwuxePHi0LbKykqsXLkSw4YNM1RmTk4OWrdujerqalHVJAjCIO+++y4umXgp2gZ6YHjWJCT4Thm1kuAgr4Yx9AgOL3g3wiHRYT1GRnC9YugR4rH7tw8XHloCRA92i2it+ywxMRuM1Z9MGCcAg7NRHTt2DNu3bw/9vWvXLpSUlCA3Nxft27fH7bffjj//+c/o1q0bOnXqhAcffBBt2rTBxIkTNct+8cUXUVJSgksuuQRdunRBTU0NXn/9dWzevDkit4MgCPt55513MPnyyTgtuReGZV4Cv6/5eAUJDXPomalKa4YqtZmpZPdHJspRpVy3YCGO+Pcrfs+DJDjcOnOV19GapUpuhiqanYpwCqsFj5Vr7UQj3Xd+Xwr8vmTUNRxGeXl5s3SBeMSQ2Fi9ejXOPvvs0N933HEHAGDatGl49dVXcffdd6O6uhrXX389jh49il/84hdYtGgRUlJSlIoMMWTIEHzzzTe48cYb8fPPPyMjIwO9e/fGggULUFxcbKS6BEEI4K233sKUK6agfXJvDM2cKCs0CDGIFByiESE4ABIdVsIzLS5BxAIivRpynlc9z6dwAZKalI3yYxtx+eWX4+OPP0ZSUpLKkbGPjzEWMyuQVFZWIjs7GxUVFcjKynK6OgQRM7zxxhv41dRfoUNyHxRlTrBEaLgtZ0MpTEl0boUSvGJDS2goeTaU1ttQ82xEHC9AcIRDokM8aoJDbv0N8m7EF14PodMSGnq8GrwhnnqeU3UNFaiu24YbbrgBzz77LPdxsWjL0tAkQRCq/OMf/8Cvpv4KHZP7WSY0rKa8tjH04UXJiD9S69O9IJ9T6LleCa1EcQkjCeNqUDK5eLSSWQnCiyhNPRsOr9DQ+8zR85wKJGbjueeew5w5c/DZZ59xnyMW8Z7VQBCEbbz66qu4+uqr0SmlP4oyx3tWaET/zSs+1LwGXhIdViFacEiQ6BCHntFdr490E7GP1WFTeo/X+vz6179GWloaSktLBdXam3jPciAIwhbmzp2La6+9Fl1SzsCQjHEnFyzyFjwj+1rCQytMKRZFB693A2gSHCQ63I2R1ZAJwg54+yCPN0NCS2Db+Vzx+XwoLCyMWNQ6HvH+cr8EQQhn5cqVmD59OrqmDMLgjAs9KTSMUF7bKJs7UlHHNKealQSHXTkdgLoQMhJCZQZRieNyZCe2pZwOk/AmjdPMVIRZ9IpYkaKXR2jYTUFBAYkNpytAEIS7YIzh4l9chhYJBRiUMdazQsOosW1GcADOiA69KCWHh6M1Da4ckofDCtFh1exV0Qa4VVNl8pzf6nPLCQ6aCpcQiZu9ZSKEhhEvbmFhYbOFruMNEhsEQUTwi+xf4lDDTzg7+1eezNEAzI/qqwkOgG9BvSO1PlcLDitxq5fDbdPBRtdHrn52ix8JEhyEHtwgMkTeKyJDQwsKCrBixQph5XkRb1oSBEFYwuRW92N99X/RNtAdhYHOTlfHEKLCh9TK4V3Xwsp8DjtCqPTkbkRjdS6HXniFhl2CxKn6yBlkSoYiJYwTWujJpbASUeFTVjy3qqqqkJ6eLrRMr0FigyAIAMCV+TOx9cRKHA9WYUD6aKerYwjReQpagkOP6IhX3CQ4eLFacLjNw6IGCQ5CCbeIDFEeDbPPqhxkNvsAwPbt29GtWzcRVfQsJDYIggAA1ASrsfn41+iWOhhZiXlOV0c3ViVEm5keNxw9gsOMOLE7MdwLGDHurRIEbqpLOG4wHIn4w4xY0LOWhtWoeYG3b9+Orl27Wl4HN0M5GwRBAAA2Vi+FD370SRvpdFV0w2NgqyVF5yYFNMtXW+FcRPK4HoHBK3Bk68CRHO4FePM2zBjq1XUHHMuZcBOUvxGbBIO1jnquwu8t6f+896tX7svy8nIcPnyYPBtOV4AgCOfZtGkTdtSsRZ+0kUj2pzlSBytH5LUM7CP1dZr7iPJwAKdyOcI/vLhpultCH2aFD0GIJhisNSwko2cxEwGPiHCb0NDyagCIe88GiQ2CIHDXXXchPSEH3VLPdLoquhFpYJsd9deTx2G0fCXMene8hB1eDZFleAW1UCrK3Yht7PZcqQkGtdAqLwkNgMSGBIkNgohzFi1ahE8//RQD00cjwaccKuQ21Fb9Dkevga22P6+wsVJwGCXehIZISLQ0QYIjtrFLcPAKhmjR4TWhkZsUwLfffov8/HxkZWXZVCt3QmKDIOKY6upq3HHHHSguLkbbQA+nq8NtzPPuZ4WBzStyRAsOL4dPiZqRSo/QEG3cuyEEKhYEC+Fu9AoOK0KpohE545QoeIRGWd1uzJkzB7/5zW9sqpV7IbFBEHFKMBjEVVddhR9//BHPPPOMZ1YKt8Ow5hEpvIJDhOig8ClnPBpEc8i7EftY6eFwm2iwgtykAGqDx7G86j0UFxfj97//vdNVchwSGwQRp/z+97/H+++/jzfffBN9+/Z1ujpc6BEaZg1sUYIDcGdYVSwTb9PWioRnClwSHLGPFYIjXoQGYwzfVS1EI2vAP/7xDyQkeCc82SpIbBBEHPL3v/8ds2fPxhNPPIFx48Y5XZ0IlAx4O4WGnnL0CA49okPan7wazoZPyZUf/rEbs+cUVWcSHISEHaFUdnDEv59rP6UQKmkK9f+d+A4/1W1BUeY4tGvXTlj9vAyts0EQccbnn3+Om2++GTfffDNuu+02AMCYnHs115pwCqfzEY7U15lehyMcuTU5jHg+nG4Xu3B7+JSc8a53zQC3kRIoiBkDkjCO0+twuJVyVCkKjp9qt2Jd9WfokToU7ZJ72lwz9+JjjMWMf7+yshLZ2dmoqKiI+8x/gpBj8+bNOOusszB8+HB88MEHSExMxJice7mPd6sgCceKkXze6+YVHGawMzm+HFWmywD4RwyjcZNHw62ohaaYbRMewUGL/cUHPKKDdxV6J8Kp9KwizjuhRbTgONrwM1YdewNtA90wPOsyvHnwYV11lIhFW5bEBkHECWVlZSgqKkJWVha++eYbZGVl6RIaEm4XHE6KDcA6wWF3GJmTQsPOdTQIdUhwEBIiBQdgv+jQIzgAPtEhCY7qxnKsPPY60v0tMTjjCnx+9HFDdQRi05alMCqCiANOnDiBCRMmoLa2FgsXLjQsNAC+sCKnsCo/Qc816wmp4sXuqX7dLjRIZNgHT0iV35/sCcEhZyx7od5uQWorNdFRU1fGLTjC72M3Jo+HP7+UhEc5qpAeTMDa6rcR8KViYPokU0IjViGxQRAxSn19PR544AHs3LkTW7ZswY4dO/DVV1+hffv2hoWGhBsFh5ahzWNAa82dzouaOFASImZzMNwmNPSiJTJIYDhHLAgOJQNZabubr8VptHI59AgOCbX7W5QQkZ4xej0cwCnhES06gqwB31X/G3WsBsMypuGLiqdM1zMWodmoCCJG+eijj/DYY4/hyJEj6NOnDz788EMMHjwYRTm3oBxVoY9RvDTLkVMGtBzSooDRH6Mcqa9zpdDQ49VQExpOzfpEROLlKXHdWi8voyXGRE4wIPr+r2jYa3jiiSP+/RHPtl3Hl+BE42F0T78IX1U+L6qKMQd5NggiRpk3bx7OOOMMLF68OLStKOeWZvvJGZiiRviVkEb3Rc2oZIfwcYs3x6prdavQINyDFz0cRoWG267DjVjh4VCiuu6A8FArs56OxNoGHK7/HzqnnYvNVe8IrVusQWKDIGKQsrIyfPTRR3jqqadC2+SEhhK8AsQtBrgaeoxotSkNncRKMSXa62O30Ag3fkUZNjznEnG+cONJlLDiGVE2U28vCQ6zHg23XIeb4REcgJh70wrBARgTHYwFsbNmCVISc7H92OfC6xRrkNggiBjkn//8JxISEnDllVcC0Cc0lJCM0mhj3IzgyElOcE2ugtM4cR1eFRpKxq4VwkPNsDYjPqKNJiUjikeE6A1ZMWsAeklwmCVWrsNKeNbjECU6rBIcgD7RUVm7C3WNlVi1ahV8Pp/m/vEOiQ2CiDEYY5g3bx4mTpyI3NxcAE1GIO/c4VrIjf475eEQkRQud4ySd0PUdbpBILlRaKgZ1kYNasCYgWMk5twKsZMeyBfaLnLHWuURctJQF5mnQYJDG94FAEWEVlkpOAD551O4AGGsEYdPlOLaa6/F4MGDLatHLEFigyBijNWrV2Pz5s2YPXt2aJsooSEas4nRVqElOMLhER9uEBcSViTLi/JoyCEi0dSJ1bDNGlV25qsYqSvvKuOSAWqnsW5FQjgJDm1iSXBEE/7cqq0/giCrw1133WXb+b0OiQ2CiDH+8Y9/oG3btjjvvPOcrooidoROmTWqefM3lMSHmwSGhJPeDICSwcOJNpaMXL8TIsoodhnrVs48RYJDHKIEB2D/Gh019YeQ6E9Hr169bD2vl6GpbwkixigrK0PPnj2RkGDNStZK2GVc2yE0zJQjcipaM4RPb2x2mmM5jCzYpxcvGdNyaNVfmtbXDULLSFvrNRb9/mTLxYDVWH0NXkePGBN1f9t5/wRZA+oaypGclGfbOWMB8mwQRIyRlpaGn376ydJzuHXWJiuw81rdtB6IGqJXBneDsU3YhxWhVXYLAPJyiMELiePh1NYfBsCQnNTS8nPFEiQ2CCLGSEtLw/Hjx52uhiXY6dWILlOk4PCKqJBDtNBQwutejXiBN3dDDjMGuxu8C+F1IOFxCt7cjXBEiA47BEdt/SEkJWQjwe/uKd/dBokNgogxUlNTY1JsOCU0wss2KzjiTWQA2kIj1r0aIhc2iy43FtAySo0YrkYI/42MtC0JDzGImFjBKsHRGKxBfWMVMlO6WFJ+LENigyBijLS0NJw4cUL3cSKnxxWNG3IggOZigUd8eFlgSNiRnxGOHmMv3LCzwyiVzueGkXU9WGm0m/FuaCGyzrxGrLSfGY+NRLwKDzP9zayXwyrBUVN/GIAfyUm5wsuOdUhsEESMYSSMSpQxacV6G7xCg9eo17pWPYIrFoSEFmb6hpVeDTkjzkqDOvp8ekSHVd4NHvQm7DpVT6sxcl1mRQfQvH/Eq/gwghnRYYXgqK0/hOTEHPh89k6+EguQ2CCIGCOWcjZECg1eo9nNHh67cUJoaBl2WsaaFYJD7ZxOeDp4jF+7xZiV3g0ziBBPZkOswpFrf70CRM9v6KS4EdXfjIpgkYKDsSAagyeQGmgtpLx4g8QGQcQYqampOHHiBBhj8Pl8XMe40bgWGTql12iW9re6XXjq5cRvY9bT5XSehigBoMdQ0zKs7PYayM34xOuFAYx7AtwkOKxob6UyRXo/RCJC3Ig8t1GsXu1eiyBreh8leCx80i2Q2CCIGCMtLQ0AUFNTg9TUVEvOYeVUsHpFhpZXw4zhHH6sWaPfaD3sEj7R5zMCz6xTakJDtKFqVHQYNcbsSGbW20ZGp5k1Ko7cIDicMEitECFWYce0vVbdB3pFhyjvRqP0LPE1hQkfqFhuusx4gsQGQcQYktg4fvy4ZWJDjXCxoDd/Q7TQEIndSdJK57dKdFjtzQCcm3nKzlASNcHhZE6EEePPa4LDjfkmanVyUohYsdZJdNlWYrenozFYA6DJs0FCQz8kNggixpAExvHjx9GypfiFh/R4NSTxoCU6jIRMiczT8BKic0pEtJEIoeHGEWCjWCU4nGgjo0adXYLDjQKDF966W9mOor0cds/SJlp0ZCe2jfhberbVNZQjMSEDBytXCjlPvEFigyBiDMmzYWT6W6tQ8nYYzcuIV6EhIcLLIap97PZoxMLKzV6c9clInb12jW6Fpx1F5IyYva+cnA5axD0VLTSkbUfqdqGu4SheeOEFU+XHMyQ2CCLGCA+jciNmE7+tFBqS4Sz30nEjRnJK7BQZAJ/QiCWvhoTo/A03tJHTSbpeITpHwI7wQREzZhkV8m5Zc8YqEe9rrENKSgomT54svOx4gcQGQcQYVooNKxPDebAqRyPacOY1pNWwW7DY6ckRKTTiFS96NyS8XHezGEk21nOMiHvGzPoger0csbKQptLzmjGGVh0acP7AS9CiRQvLzh/rkNggiBhDytkQEUbltLiQ0CMy9BjdIkSFkbK94jmRQ7TQcMOIvVXwTIcbjVeM+HgTHFasSK33PHqFiBlvB8+UuVYa/0rrxGidV65fas1IpfY8/tcnd2Po0KH429/+plVlQgUSGwQRY5j1bLhFYEh4UWjoObeXhAd5NKzHS+IrXgSHXUJDi/B6GBUebl0PRILHoyIyRFHt+bvt8L9x4403ol27djj33HOFnC9e8TtdAYIgxGJGbHhZaPBS0bDXUaERjdvqYxY9RpCZ2HKCsAO3CI1o0gP5oY8eUgIFrhWIehfRVNpfz3NF6dm77fC/ceLECcyfPx9XX301EhISuMskmkOeDYKIMSorKwFA9xobbhEaRgUGj1fDzUa9F7wd2YltXdOGXpmVyo6F/gjxmBEZRu9fo/eWVFc9Qt8Niy+KwMr7a8GCBaioqMA111xjSfnxBIkNgogxNmzYAADo16+fwzXhw86F+czC+zI3OxrqtVmxjCDC0PGK4IhlYjGUyuj9a/Z+lTtejwDRG2YlIrTKDcgJjuh+qZa3UdGwV7btP/74YwwaNAjdunUTW+E4hMQGQcQY69evR1ZWFjp06MB9jF1eDauEhR1eDT2jhtK+sSg6RHg3vG7cELGL3nvW6nszvHwjwiNeRIdZD4ec4NiyZQv69+9vtmoESGwQRMyxYcMG9OvXDz6fj2t/K4SGnd4Kq4WGmWTnWBYdboG8G4QI9NyjTt2HRoSHXtHhZcGhhdasVOGCgzGGLVu24PLLL7erejENiQ2CiDE2bNiA4uJiR85td0iUlWtLiJxRSbToAJwVHma8G1YYM24XHJS3YRyr16hwmyeDF6keokWHl70c0feZmRC/vXv34tixYzj99NNFVS+uIbFBEDFETU0NtmzZgltvvZVrf1FeDTeLDL1GsZXTtooSHQB5O4jYRsTieWr3spHy3Xiv6fV2pAfy4ya0Sg4e7wbQFEIFAD179rSlXrEOiQ2CiCG+//57NDY22hZn6kRyt1e8GTzniTXRodV+VhoubvduEHyInGpWTnzYmfydGyw0dC7A2HOO19sRT/kcRhb5A5repYFAAB07drSwdvEDiQ2CiCGkmaj69OkT2laUc4vsvma9Gl4QGnq8Gk4sRCdadLhBcBCEEexYz8IuoWFGZKiVwfv80yM6eJ97ZlYj50HUQIGokMUtW7age/fuSEwkM1kE1IoEEUOsX78eXbp0QUZGBgBloQE0iQUjgsOsyFB6Yaq9oK30ZrgBNySSR7e/VpvrzduwY2TUrd6NWM/XiMXpbwFnRAZv+TzPRB7R4ZY1Ouy+d7W8G1u2bKEQKoGQ2CCIGGLDhg2hECo1oSGhJTisXGBPxDGicMKrIUd4PZxeuVivYQPoGymNB2JdZMQybhMaSucTKTr0Cg41nAy74k0UV3ve7tu3LyJCgDAHiQ2CiBEYY1i/fj1uueUWLqEhITocyi1eCLesdG0UM8JDb0iVlqGkJDzctKK4hFu8G04IDa3rJvHDh9uFhtK5ebyRgPKzUeRggdVhV1ronZkq2rvcsWNH7N6929I6xhN+pytAEIQYysrKcOjQIbwwe5FjdXCL0Ig1qusOWOYx0GsoOWlY8eKkUe33J9t+/mCwlktguUGEKeEGj1h2YltPCY1ocoOFXPVRu8b0QL5jXlXR9010f+cRPdKztnv37vjf//4ntD7xDIkNgogR1q9fDwBITsh2xOgnoWE9ekSHlR6HcIOG1zgzEtOfEiiI+LgZN4uM6GOswKuzFUkCw+7ZpqyER3RoXa9IweHkvSsnOKSPGj169MCOHTvQ0NBgZfXiBgqjIogYYeold8GHRCT60wE0Gf92vQy1hIaS4WvV7EluC+0Rjajcjuj+IeXvmAmtExWKIWeg6JmG065wKjeGS/EcH88hVWafO24VGdFohVjxhFUBYrxOblydPLw+0c+b7t27o76+Hrt370bXrl3trlrMQZ4NgogBurW8DHWNlQgkZMHn84W22+FtkDtHRcPeiI8SsS4K7EDNEFBrXyWhIf1f+vAcb/eUu7yeDqsNai94MuwoywuY8WCE4xWhEY2at8MuL4dT9yxPP4/2eHTv3h0AsHXrVuH1iUfIs0EQHqdby8sAAHWNVQgkZDf73ioPh5KQ0Ssg3LQonVcxs1gZoL7mSvh3dq2twht24VQSqhMiw8qyRV2P2SlwzfbjaEQ+U7wqMqJRmsVKa7IHUV4Opzwcevp5TV0Z2rZti8TERPzwww8W1yw+ILFBEB4mP3sYshPbgjGGusZKZATaye4nWnAoeTPMIEp0eMVbwvPCFRHrLDczldG+EB1mlRssDPUFUTNTiY7vFh1OFUtCI/wcsRRW5XWRYceCq+H3rgTPPSwiTNJJwQHw3cN+vx95eXk4dOiQ1dWKCyiMiiA8TkXDXjQET4ChEYEE5ZeUqJAqEULDaOiPFdg9Cw5PcqKRfd0wm0+sE4tCw4lzeQWvejPMiBUeoSbC+6Q2qGD1fSaFEGqFErZq1YrEhiBIbBCEx8lObIu6xkoAQCAhS3Vfs4LD6PHSLEq8syl5xTuhF6Ojebyiwy2Cw4wx4rYkUolYGvlXIhYEhyivhleFhh6M5nAAYqbIdVJwhKPU78mzIQ4SGwQRA9QHq+BDAhL9aZr7GhUMenI0eMSFFYaxm0WKCCNaj6cjHNHtYnTk1KkpMM0aLvEgNIgmeNeqsBK7cqPU4BVtZkWHmwVHXl4eDh48aFsdYhkSGwThcYKsAZW1u5Gc2CJiJio19AoOq2a1cjqcyi5PgOjRerXy3OLdMIPe9nKrN8QsXptW1+1roWjhtMgIxy7BoXbNerxEkugwIjzcKjjIsyEOEhsE4WEYYzhQvQb1jdVolTZQ17E8AuKIf7/qfkpeDVFoTZ2rVRc3YJUhbNTLIRonDTQ72oC8GvGBm4SGmzASlmZEdNghOHgW3gwXHOTZEAeJDYLwMKyhGsfqfkJBxplITmw+7a0Z7FoRnDeHw61iQg07xIDcObTa1MnV3kWNftvRtiQ04gO3Cg03eDcAGF6fRK/o0BIc4R9e5I7hFRz9+/fH3r178dprr3Gfj5CHxAZBeJSvvvoKh09sQk5KD2QEjCVFKhmdPMaoSK8G73FKosOIELE63MgNXodw7BBr4QaJ2eRRpfazy6MTz0IjFhLFeXGr0JBwi+AAjCffixIc4SiJD15RwnN/X3rppfj1r3+N66+/HsuWLeOqFyEPiQ2C8CgLFixAoj8Nuam9TZUTLSycHPXmxe2eDl5jOHoKRrmP0fPFQu5GNGZEht7RUCL2cbvQkHBDwriEmwRHOHo9HtIxavh8PsyZMwfDhg3DJZdcgt27d+uuF9EEiQ2C8Cg7d+5EICGTOylcDUlgmBEaZo1bI8cbFR1WGuJ6hAbvfrE20sxrTEhtaWd+ituEhlP10dvnvJYc7hWhYSe8beJWwWEErfsrEAjg3//+NzIzMzF+/HhUVblH+HkJEhsE4VF27tyJJH+6sPL0CA03exWcQo9BbEQ8aB3jRu+GiMW/3BaORliDiHUbYhk3eTcAc3kcvKQECkIfK5ELu/L5kkL/z8vLw4cffogffvgBU6dORWNjo6X1iUVIbBCEB2GMYefOnUgUKDbMIMqoddo4NoJekWHGS2HWwxEuEsPFpUhDJtoAUTIu7BwJ5213t3k14gGnRIYXwkWjKUcV98coej0+ds5WpfQRSbjoCBccvXr1wvz58/HRRx/hvvvuE3rOeCDR6QoQBKGfQ4cOobq6GpkZ7hAb8YjeEXdRoVDBYK2iUVxTV9bs5VtddyBuR4z1tLmbhYbfn+xIKJ1aXzOLVX2yomGvsFXE45XcYKEuMZad2NaQt1vqA2YHmfQKDp5nt3TP+XxJYKweADB27FjMnj0bd9xxB3r16oVp06YZqm88QmKDIDzIzp07AUBoGBUvXg+hMvtic0pkyJUpZwjKCY5wwo2xI/79oZHMclRxrwyud+Q0PZAv2+4pgQLhYVJG2tvNQsML6DX24lX8egnpucArOqRnihnREY1Vnm6pv2o9e+QEx+23347S0lJcf/316Nq1K4YPH25JHWMNEhsE4UFCYiMh9jwbbh6J12MY2zESzTvyzNumWiKCV4w4gdH2JqFhL3bc27zejXCxTchjRHSIGpDS21f0ihMe0REtOKQZqrZt24ZLLrkEq1evRvv27XWdNx6hnA2C8CA7d+5EXl4e/GExpXbgda+GGezKy9CL3Lm06qqUu6GFXDy43PFyhp7o3A0jUwRH4yWh4aW6ymEmN8OLuVyxRm6wMPTRwqkwNqmPqX3k4M39kHI4pBmq/H4/Zs+eLfQaYhUSGwThQXbu3IlOnTrZek4SGtq4eYpaNYPNK8myZsVFOE4b73bMsiMCEW0twpuhV3DwPq+80veVOOLfr+sjAh7R4da8GSOiQ26Wqry8PFx55ZV4++230dDQYE1lYwgSGwThQXbu3InOnTs7XY24gEdoOL0Whlnvhl0YMTpFCgwJJ4VGtEHjBcGhhlr9Rcw0FS4y4tnDIUo8iBYdahidHleuDD0fHrRERzRygmPKlCkoKyvD0qVL9V9YnEFigyA8iCQ29Li2zaBmmFphAFhlVOgtV8tgd1pkaBFdfzu9G0ovfbkXvJ0Gt1NCQ82T4XXBIYdVuRl67mGve2NFeySiyxYBb1gVrxAwIhy0ylArR0l08AiOwYMHo0uXLnjzzTcN1TOeMCQ2Zs2ahTPPPBOZmZnIz8/HxIkTsXXr1oh9ampqMGPGDLRs2RIZGRmYNGkSysoiX3wffPABunfvjh49emDhwoUR37333nsYOnQosrOzkZmZid69e+P22283Ul2CiCnq6uqwZ8+eZp4Nq0SH11/YRlETGm4UGUbqE/3bWmncGMFtbWwUUWLCK6uJi0JJWIgejHBLfwfsvQftFBwSIrwSRtA6h5FBEL8/gClTpuA///kPamtj41llFYbExpdffokZM2ZgxYoV+Pzzz1FfX4/zzz8f1dXVoX1++9vf4sMPP8Q777yDL7/8Ej///DMuvfTS0Pe1tbWYMWMGnnvuOTz77LO46aabUFdXBwBYvHgxJk+ejEmTJuG7777DmjVr8Je//AX19fUmL5cgvM/zzz8Pxhie/O1nst+LFB1OCQ2nZ6PSEhpeQo93Ixweg8dNRpqboVXQ9aPVT6vrDnD1Za8Mljgl8p0QHE6jJDp43jvRgv/Pf56FiooKfPLJJ8LqF4v4GGPMbCEHDx5Efn4+vvzyS4wcORIVFRVo1aoV3njjDVx22WUAgC1btuD000/H8uXLMXToUFRWVqJfv35YvXo1AODMM8/Ehg0bkJmZidtvvx3r16/HkiVLdNWjsrIS2dnZqKioQFZWltnLIgjXsWzZMowaNQp5Cb3RPvUX3McZfaHwvKhFjzJaKTR46+plsSE3+h09QhfdxlojikqGhFa/Uuo/cr9DdJtb2c5OhlIpwZsb5BRqbaaVt6EXI88UtfPwjpg7ZTA7KdpFX7MV12Kkjrz1kHtGRfc/7WdTA84//3x8+umnuuqoRCzaskJyNioqKgAAubm5AIA1a9agvr4eo0ePDu3Ts2dPtG/fHsuXLwcAZGVl4dprr0Xr1q3Rpk0b3HTTTcjMbJrDvbCwEJs3b8amTZtEVI8gYoKysjL88pe/RAYrRN+U85GDzNBHC6+MOjnt0dDC7UID4EsW12vMyY26etmr4dTvqCQoYtnzobevGR28UDvOzTNTiTqnWzw4Ij3rZsoKz2dUK4fHwxEtppsLbz8+++wzbN682VBd4wHTYiMYDOL222/H8OHD0adPHwDA/v37EQgE0KJFi4h9CwoKsH//qRtr5syZOHToEA4fPoy77747tP3WW2/FmWeeib59+6Jjx4644oorMHfuXIqJI+KWhoYGXHHFFTi8vxID0ifC70uI+N4KwWH3y8stQiOWDT8l9Bhjbsrp8CI1dWURfSwe+htvyJMbZpuys2+LFhpuERyAuQEuq/IPlco1GlJ1Ch8AoE+fvkarFvOYFhszZszApk2bMH/+fEPHSwng4aSnp+Ojjz7C9u3b8cADDyAjIwN33nknhgwZguPHj5utMkF4jvvuuw9fLv0SA9InItmfIbsPj5fDrR4OtwgNNbzg1ZAw4t1wk6FiB07/nvEgMqJRExMihIYI7wZgT/6EVR4NN93Het83dsysqHQeuTyO8PeSunfDhyZzmsHnSxRc29jAlNi45ZZbsHDhQixZsgTt2rULbS8sLERdXR2OHj0asX9ZWRkKC/k7UpcuXfDrX/8aL7/8MtauXYvS0lK89dZbZqpMEJ7j3XffxeOPP44B6aPRJbULcpMCyE0KKO7P4+XQws4XlheEBhGbkODgR62t9FyHnJdDpEdDlOAArPNyWB06VdGw17JneHj4Lq9HnfdjN7xeDgltwQE0CY4kAbWLLQyJDcYYbrnlFrz33nv44osvmq1kPGjQICQlJWHx4sWhbVu3bsWPP/6IYcOGGapox44dkZaWFjHjFUHEOlu3bsXky6bgtMDp6JE6NOI7SXTICQ+1F4FbvRtuxmmj1AhGvRtuGhklYhdJdNgdOuW04LAzR0Pkvaz0ThExuGWkHno+amgJDq3BsFOCw3fyEwQJjuYY8vfMmDEDb7zxBt5//31kZmaG8jCys7ORmpqK7OxsTJ8+HXfccQdyc3ORlZWFW2+9FcOGDcPQoUM1Sgf+8Ic/4Pjx47jwwgvRoUMHHD16FE8//TTq6+tx3nnnGakyQXiO6upqFPUegTR/Fooyx8Pn8ynuKwmOI/V1EdtzkIlyVDXfP1io+NIjr0bsEAzWGpp5qaJhr6Vz3rsJo21EuJfqugNCny1H/PuFDNI4kQxu5l7mFRJK7xkRiBAz0WVE11XufZid2DbUzumB/JAoTgkUNBu08fuTTw7u+AE0AmAAfPD5ksAYLdkAGBQbzz//PABg1KhREdvnzZuHa665BgDw5JNPwu/3Y9KkSaitrcUFF1yA5557jqv84uJizJkzB1dffTXKysqQk5ODgQMH4rPPPkOPHj2MVJkgPAVjDANbDUN1sAKX5V+H3KQ0AEB5baPqcblJAVnBATR/wIoi+qUePlLpNTEhFw7iRa+GGjV1ZRHhAEqGGQmOyO/lIJHiTYz0bckYNSo6nJx1ysj16jXyRQsOKz0mcu9E6Xc1+judEhySd0PydBCAoHU23EIszk1MxCfPPPMMbrvtNpyX+0t0S+ujuq+SAIkWHXIvgugHa6yH0GiFbMSq2Ig2irXW3YjGiOhQ60tOr7NhJVYKEKfbROvaRK2UHo7UL4yUbUW/luAVHaLDsIw8o9WuU+46zBr6ZkSH3WFZWu/F8PYOf24p5SkFgyfQJDYSAPgMeTZi0ZYlsUEQLuPbb79FcXExeqUMxi9ajOU+Tk50aAkOEhuRxKvYAMQZZlp9SOk3iBWxEY5I4eGW9rBLcKglnes5B4931WsePD3Pab1CAxBn8OsRHXaLjHBECo5gsAZNoVQ+AAkkNk5CYoMgXMSBAwcwcOBAdOrUCX12n4uEqPU0tNDycpDYiE+xAVjr3eDtN7xCQyJW214vbmoH3msxIjqMzs6lda54FRxa12SFV8PLqL0f9QmOU94Nxhp01yMWbVkhK4gTBCGGl156CZWVlXj77bd1Cw0AyElOQE5y8+OkBHKzLxI3LLpFOIOccaNn9qp47jvBYK1hweAmoQHw10davFDtE72fUbSO5el7Xhto0RISXhNPVhM+e6PS1PHR78dwMaY0Q5W80JVyNYKG6xtrkNggCBexadMmDBw4EG3atEF2wMf9iUZOcMhh9zS40sJJ4R/CHqKNRK1pcOWQxIXeKXLjWWiEoyU6pO/DP7GMyHVGRJQVK4KD57kaL1OgK4kL3mnjjbST358CaZG/BQsW6D4+FiGxQRAuorS0FL169dJ9nJzoiPZymPVu6DUYeYUFiY74xksL24lCTlR4SVi4tc5qfYn3+eW1tWain530LFVfg0puXznk3pP6vRs+3HrrraiqsmYmSC9BYoMgXEJDQwO2bt1qSGxIaHk5RIRTab20jYoHN4oOtxlTVmOFB8JMmTS1rPtxm/DQEhyxKDqk56bZ56fX8zV4BYbe44yEU0nejSNHjuChhx7SXadYg8QGQbiEXbt2oba2llts5Caz0CccJS+HGXhf0CLEglOiIx5G2LVCqQCxgoPCp+IL0aLDaHkicjgkvCI69DwzRYRQRedA8H6sQFTZ0WUohVPxezh8+OMf/4inn34aa9asMV0/L0NigyBcQmlpKQCoig0lgRH9N9DcyyEJjmjvhqjYXdECwY2ejnhBhEggoRG/KIWJ6f1ElycSvf3TK6LDDswY9iIFid79pdBitcG36DLN5m/87nf3oG/fvrj++uvR0KB/ZqpYgcQGQbiE0tJSZGdno3Xr1rivy5+afS8nKLS+lwur8hp2CQ4rFiTzKmZWftcTqsLjTaJQKkJCj+jg6VtGBLGRCRJiCau8E9HnUDqPUS9JtMDQ8vZrCQ4e70bTs8uH9es3Yd26dZgzZ46uOscSJDYIwiVIyeH3d/1zs++0hIbVmDE+5cgNFuoaJRIlOPReBxm67sDvT6bfggjhtOCQiFfBYReiwrCUhIWe8GI9CePN8YEx4P7778fq1au5zxlLkNggCJdQWlqK45uav0T1CA2nRQkP4SLDCcGhRqx7N0SsJO4kJDoIvfAKDqOiw2teDqtXDXcbWoJCLaxK0buikL8h0dy7AQB+VFdXY8yYMdi8ebNGrWMPEhsE4TCMMXzwwQdYv24D8pJaCS9fTygVj0EvZ4zyCgGz+SEi8jjcbEw7jVfahgQHYcXsV2a9HF4SHUawI4RKJLo8FxyCQyt/Q8u7ASTg8OHDOO+887Bz507uusUCJDYIwkG++eYbjBgxAhMmTEC75NPQO7N/xPdu8lSYNUSVhIYRAWJn4ni8GLZeERoS5OUgRIZTSZid2CDWBYdXMDIDo1HBwe/daBIc+/btw7nnnou9e+Onr5DYIAgH2LRpE8aNG4cRI0Zg+6odmFx4Faa0vgbpCRkAIDvjFC9qieJKM1JF7GuBIa8lKNwuOGIBnhAqL0KiI75xq+CINdHhJa+GmaneeY5VCznTHrRpEhy7d+/GPffco69yHobEBkHYyA8//IBp06ahX79+KC0txfj8y3Bt2xvROa0bWqaYExlm4DX2jYRQ8ZZtp+BQeyHEihEeb5DoiF+sEhyx5uUQNc25mzG7ppRSGUprcOj3bgDS6uL//Oc/TdfVK5DYIAib+PDDD9G9e3csWrQIzzzzDC5jv8KIln3RMsVnWGDkJAWRkxRstt2sYBHlNbDj5WaHhyPWjVivhVCpQaKDUEPv4p2xJjjkiJXkcBFCQ60sXsHB9zxtijbw+RJN1NI7kNggCJuYNWsWioqKsGPHDpyYcxitUsQ9GN2IEaFhVJwYSRyPJQNbi1gNoVJDEh0kPPTh1TbTkzBOgkMfXgihEik01MrU2xbKz1pp4hYGny9JX8U8iI8x5p4MVJNUVlYiOzsbFRUVyMrKcro6BBFi8+bN6NOnD9555x3sfqhUWLmSV6O8vvm4wZHayFmoKuqabvXy2sam7+vrmv5GVdPf/v3NytB6SaoZ+Ga8GnJ10YOel7uSISFnkFgxA47VaAkNLdGl9BurtbFe40yv8WcWt/+Ocsa+lXU2Ki7c2I56rsWI6DYzSOFknpna81jLs+FGsWGFuFBCemeGI70/gebvUOnZGP4cDH/GnbpvGiDlcDBWH/o+Fm1Z8mwQhA288soryMvLw6q7Nwott7zeLys09BDtCg5H7eWo9eI0IxjsnCJXyXiQM0S8NOIrN0LNIzSkttNqQ7Xv9BpkKYECW70t4V4PJ3/T6Hqo1ceK+potz0v3gxxGRK5ZLwdhHGlNDDuFRvh5w5GboUotnEp5dqqYGe9XhcQGQVhMbW0tXn/9dXSu725b6FS0V8MMckYlryF/xL/ftJfCDDxGMxBbgkPJgNQSGiLWMFErnwdJdNgd5mW3+BBh5Jupr8jrdFqwRaPX21JTV2a7Z81LuMGr4YTAUKpHOGIER3wQH5kpBCGY2tparF69Gj/++CMAwOfzKf67YcMGHD58GNd2PsOZyuogN1goKw6yE9uGXMNGDNIj/v26vRVKdTFK+DXIkR7Ilx21TAkUNDNG/P5k14WQqL28eISGEYy2KQ/hdbbbGJTaUvRvbJWBwVNuMFhrqYFjVZsZwci11tSVcYvc6roDcZXz5SRuEBnh5CQnRIRV5SYFQiFVOchEOapC7y7p+Sj1leq6A1HvkwQ0hVLFPpSzQRAcHD9+HCtWrMBXX32FL7/8EitWrEBNTQ338R1TO2NGx2kW1vAUcl4NKV8DiIw/lYs7BcznTChhNDxKZH208jn05HAAzhtXekQGIE5ohCMyf8MI4b+NlsFoRLiY/Y3jbRTT6XtCwki76/Gq6RUcXszZcNKz4TahEY3WuzQ6hwOIfB4er9mDJrER+zkbJDYIQoaqqiosW7YsJC5WrVqF+vp65ObmYsSIESguLsbIkSPRs2fP0DHSrcQYC/3/D/3/CgAoTEmC36cvalEt+VsNEWIDsE5wAOZzMqxOIJczkLWMVDsNLC0jSslg0iM0tH6j6N/AacFhBj0CRM/vbFRkyP1+Xgz1cVp0iGx/OUhsWIfbhYaEGcFRV38EDY0V8PvT0Nh4LPR9LNqyJDYIAkB5eTm+/vrrkLhYt24dGhsbUVBQgJEjR4bERe/eveH38xn/93X5EwD+NS/k1ssI1Y9TcGgJDYBfbADuFhzhGKmnFYIDsMbAEjHDjpbQMPJ7xJLgCMcOw95oXgqJDn24SXC4UWyQ0DCP3DtVLlIgWnDU1R9BY2MVfP6UmBcblLNBxDVffPEFfv/732PNmjVgjKFdu3YoLi7G9ddfj5EjR6J79+6h/As9SEJDCzWBEb2f2VmnAPkp/NQQnTcRjpE8DiWkcvTUVSvfQA65/I1ooo0bO0bCAX6RAYgRGnKotamZ/A27kdrSCsPebPK7k7ksRjFzT5jF6lwVyt8Qi16hkR3QHmCzmug8DuBU/gaAiBwOAKE8jvqGcjAwpMbBukckNoi45NChQ7jrrrvw2muvYcSIEZg7dy6Ki4vRsWNHQ+IinHChoeTV4BUZ0ceoCQ4er4Zq+WEPx3CMGPK8SGU6JTqMGMd6DVGr4/XVjFerhYacGI0VwQGIFx2iZ9myUhRZSfg9YYfwsDphnBADj9CQExdK+1glOtTKl0sYByKfldIzMpCQifqGCkvq6DYojIqIacbk3BvxN2MM++o3Y8uJxWAIokfKOWgb6NdMYGi5j+UeinIPQZFiA1APp9IbQgVEhlEB8qFUoX0tnsJWZFhVOLz1NhoC5JShp1dkANZ5NPSEUwHWh1TpHWnmrY/R39oJo9VrAgSwTnhY4TGMhqfPURiVMlpCg0dkKCFKdGh5UfROvrKvejWO1+5BakpHVJ/YEdoei7YseTaImOXK/JkRowzHG8tReuJTHG7YjcKkXuiZei6S/enNjhP5gD1S65MVHOX1ft2Cw0qvRiwT/pJVEx7hLu5o1Ebk7Qxr4TF8jAoNrVWEw4kWpdEeDp4pcQH9osOqcJXocrV+a97fWeTMRnrbSpTAsVO0iPR4iPIoxoKHw6qBHLswIzSk482+D83UQcnD4fP5wMDiIgyPxAYRk1yZPxMAUBs8gergbvxQsx176zYi4EvDGem/RKukLrLH8QqN8trGZiMxFXVM1wMpXDxoCQ8R+Ro8KIVSxQo8YVZKhjKPgWxFWIvZkVW50VQzQkPan0dwAOpeDre+ZLV+axHGp95rD9/fzlA0p3JEjAoPp6YZdmvuhhmhcaS+zhWL+onAjOAwIjTCBzqVSPXn4Bh2G6qT1yCxQcQU1dXVuKLjjfipZid+qNmJ8oYm4ycjIRc9U4vQO30EKhXW0LHqoark3QgnWkyEiw8toWGXV8PKZHG70RIdRr0cEkrGqJaxZtSItVNohB/HI0x5RIdo9ISrWOGBUUOEQWpFvXhwg/BwAlHejYqGvY6GUhkh1gQHwP9+1Csy5BLFQ9/JeDd8vqYBS8b0TdziRUhsEJ6mrq4OK1euxOLFi7F48WJ8+81yBNGINH8m8pM6onvqEBQkdUJ6QnbomNwk6+qj5N3gERzhmJnqVrFMnTNRuR0lI1mPZ4ZHdKh5OQB9Bp/IcAw1o1XJoBElNMKPD29vNUEqUnSINNjkyoquowjj3opRb6e8HYB3k9OtxG3eDa+ET6nla5gNoeIpU058WHHecHKDhahNOAoASEaapedyAyQ2CM/y4Ycf4vrrr8f+/fuRk5ODnJpCDG9xAdold0aLxDz4fD5LDWy5UCpAnOBQQ01kxHquhpaBHP09j/hQEx1aRrLdo8xaxoxdQiO8HF7BEV4/NdHh9Oivmsi0M89Ej0BzMsyKBMcp3CI4hK5jFEPeDTmsEhbRoVTRz8pCX3f8hKWoaThsyfndBIkNwnMcPXoUt99+O1577TVcdNFF+MMf/oB/X/5RaIXucGNbza1pJVYKDj3eDCOIyNsQHS5gxjAOP1brurREB2/+gRXGnlGRAfAbHtEGhVbMsdr5tELurBQUvNdrRBQp/Q7Rv7mZ30ttX73CQ65uookHwRHPoVRA7AsOuwh/v/p8fiQn5qCm4YjDtbIeEhuEp/jss88wffp0VFZWYu7cubjmmmtwf9c/h4SG3Sh5N6xCS2hY7dXgMSIlYyjcKDL6chU1+h5dHo/oMOLlkBApPMxMqalnuks5Q0LNuFAbsZPO7fbpkuWO17NuSDh2rSRtJBzNDq9HPAgOXpz2bnglfCoWiR7g1EoUz0lojwN139tRNUchsUF4gqqqKvzud7/Diy++iPPOOw8vv/wy2rdvj9m9HkZucqQRHj3rRKx4N5wWGjwoGUDSdj1GlmihoVS2kvDgCa0C9AkPCTmDz4hxYsSbwSs09KIkOABza7TYbTjJ1VlUvokVuSZ662Sl1yPWBYcXpsG18n6x27thdd6EU4Q/KzMSCrCPrcVPP/2Edu3aOVwz66BF/QhXMrvXw6H/76jehbf2LUB1w3FcXHA+hrYYLLvKd7QxrrWgnUjMJrhpiQ+e0Ck1saF07UojLkYX9+M1fETNkqT04jMa/mNmUUO3zLakd/EuM8aDXDvzhODJtaUII8nMWiFyyNXTyO9sV9iM2T4oSnjEsuAQtXaKFX3CyD1kZFBHtOBQen96QWzIvXe1Fs8FTj1/6oLVKKl8Fe+88w4uu+wyALFpy5Jng3AdktCoC9bhkwOL8U35CnRO64Ab2k9Dy0Cu4nG5yUzTwxGOSPEhlaWUMC7VRwmzeRhGhIZo9Bg6IuKW1V54RkWIWpgV73S5gHXCQ6vN7BQa0vHRbcqT82OXUaS3PJ5QML0eBRG5NBJ68mCM9EGnptT1Em71bhgV6+Wo0n1vifRw2BmGbAc879vw50zAn46ALwMrV64MiY1YhMQG4SokobH7+B68te89HK2vwPiCMRieU8SVl6ElOMKxQnyElyG36F94vczAGzIlWmgoGTt2juoDxo1k3gRoM6IDaG5gWh1+o2ZoWBU2FV2WVg4HL2ZFhda1qcZPy/zuSr+32m+iJaaNGobhx/EKD6OigwSHedRyN0Qmipv1CjotOJTQu1Cu3WhFT/B6fgNJLbBixQqxlXMZFEZFuAZJaCw+9BU+PfgFTktpi8ltLkF+cp7usrRCqpRwKtTKCniuRU8YjGihEf2iDX9hqr34LFt8UcUI1TKc9eYkiJr2Va/IAKxrP0Bf+JrUprxGjt2/u9xvLiLhXXRMvZ466b1XzQiOWA6lAsSEU4kQGyL7k17BYfae5HknihQb4eHKoqMJtISG2vPkaM02HAv+D5WVlUhKSopJW5Y8G4QrkITGyvLVWHRwMc5tORLntRqFBJ8xA13OwwFoiw4rk8mjy7VSfBgVGm5G6cWm1Y68v2d4+XKhQYB2MjnAZ/yZDiEzIDIAdeNAb3+Ua1etmVcizmexoJS7HqU6hyPVX8nLYVRwWJW4a6W3I948HHoWKhQRTuW2aXD1ejjMeDfsHnyLzouU/jYiOkQKDQBITsjFoeM12LhxI8444wzd9fECJDYIx3ml/x+QkwSUVu3Ee/s/wqiWg3FFm1Enk8CDof14V9WWkHuY8IgOu2av4jmHkQeymbrb5dXQi9wLjbdtlPZTaye50CCAb+pcETMwaZWthF1CQzrGrOCIPk7rfGYJL0Pp99daiMuI4NCbS6OEmXViwtG7WKDXBYdeUcArOngFh1XhVFYIWDsFBw8iQqnUJmAxIzrkniFaQkPu3kxObIGkpCSsWLEiZsUGhVERjvJK/z8AAH6uOYhZ219B57R2uK3TlUjQsW4GjwgxsuK2UaOd19DS84DmNbT01NlsCJWSoSIZJnrXh1AKozIjNHjRajczIVaAeeFhRmQA4oVGOFYJcztHPo0YDc321zHDlohkd1H9jnfAQK/gcDKMSmQCN8918J5P5OxUdkwJbVWIo95726jYsHqKeTWPht4wzJwuP6Jnz554/fXXY9KWJc8G4RiS0KhsqMbTu99AbiAbN3b4pS6hAQA5SU3eDzXRER1WFY6St0Ovh0PvaK7W/uEPcLXEc7l9RGJEaIT/X+/6EXYLjegy1UJt5H4zPd4OCV7x4WaREV6OqL5ndgppXuTudQnpWqJ/c62kd17jT9SsWqK8bHoWqnSzh8OqGaLcuHaIXWvPhPcttX7rxtXFjQiN8OPk7AUloWHEmxFRbsNejB06FIsWLdJdX69Ang3CESShUR9swOydr+FgXTnu7/prtAy0MFWuFV4OM6PeSuhxVfMYjEaMPb1xpRI8QiMangRJ6QUqtQuv0NBrhIqYLEDrNzc6ExMvZkQGYJ3XwEg/NDvHvtmkT73z5Jv5bY0m4PI+Y8xOZCDay2G1kW73FLRq12Ond8PJFcLN5loZffboec6rCY2cpKAhO8EKoRF+vz31/K2YOnUq9u/fj9TU1JizZcmzQThGkDHM3bMAP57Yj991uca00AD4HiRqIxdqU+XKYSa8Rut76aEefo7oh7nVoV68aBkfajHLAN/LU4TQkDtGa2pkI3kJPKPORnGr0JDK1uqTZrwXWqOVPKOZ0fe9nGcz+jrCf28j0/qa/c14RQev90VrrRi7p7LWgxvXuADsy98wIzREPJfUZpFzg4dDS2hI/+rNAZUQITTk7q/zzz8fCQkJePfddzF16lRDdXMzJDYIx/igbAlWVWzGje1/ic5p4mbk4AmrMovZGH4e5B7qoh7mRpN4zaAlOPQiKqyGd6ayaHja0Mx6E0rladVJ9XgdQkOrfXnXrzF7PqPhEGZRE06ifle997ITfU4O3sX/oo1vvZ4OtwkLrZAqt89QZXW/sBIn19yQe9apCQ09EQESeXl5GD16NN56662YFBvWWWMEocK35eux8MDXmFR4Lga36MV1TE6gUfajuH9SMCQ87II3aTP8Ey/wCA0lY9qOZGGlF5naubnCBgTH6Bs+XqMNswO+iI8WvPvxIFdObjKzRGgolanpVYn6rXOQyfWbiF75XESf0xod5zV29Q4epAQKIj5K26O/9xI1dWWaospM7otb3hlOCBeeASGeUEoRXo3QNlSpCo2Khr3cnsLJkyfjq6++wr59+wzVz82Q2CBsZ/ny5Xjtpw/wi5yBGNNqeLPvdYsKle8A6BIcXA8zHYuARRynIC60hEcz16zH1sewAqtGuKwqV7TBKYcZj5eZ6zYjOpSO1Ssy9A4qiBQxRn9bM7+XlwVHOHaJivRAfsTHDszkq7g5jE0LzXw2k5NJmBEc5fV+3fkaal4NtbApPSJDEp8TJ05EYmIiFixYwHWcl6AwKsJ2XnrpJbQK5OBXbS86uZbGKbSEgxLSceV18qO3ZmI0RcA7GhW+n6gkQN4kcrnwC941BUTPVBNuTJnxakQblTyjXnJ5O2ohNXaEpFkZPmV3OJra+XhFgJy4EBE+Gf3b8860pRQLb6XItCOkKjuxrWfX4lATFdHfOVF3M2GlR/z7HU0Sl9C7JocorAypUhQqUc8BLW+GHFr9LCcnBxdccAH+85//8FTVU5DYIGxn7dq16J7eAYn+UwaQHpGRG6iP+PtIXVJEOUqCwwhaK4OG9tO5GB4P4S8UKx7qRo1kXgMkHLmXqtG45OiXjJ5RarUpkK3GqOFnZfiUFS9sK+bE1+O54BUdRvqCnokBrF4hnRe1fsczmKBHcADOGO7RdTBznMj6m8nhcNvq4m5DGhRQet4cqfXp9mCqzUAV2ifq/tcSGnr70+TJk3HVVVfpOsYLUBgVYSs1NTXYvHkz2qe2BgDFEKncQL3iR2lfCSXhEm2wiAqlUJoyVm0mivCPldi5MJoVRNffjNAIP0brOLkXmNncDcCakW6ja2nonUoy+iMSpfLM5F0ZPTa6XQytrm7TaK+QySIEj5DbFaYUHRol6rxaZYkM+9IyRNXeD1blbojIJ7Q6lCocvRN7KKE28CDVNzp8Sk1oVNcdMCRcx48fj4QEb7+35SCxQdjKpk2b0NDQgD6Z+YqiQE5Q8MAjOOyAd17t8G1KLxWlsng8EtFGEo/R5IRLPHp9DdvOq2E0O5m/ISUfmw2fUkIrlIlHWIgQHkrHi5zcQa0sQ2LVpIEv2qthxyQFekfYrRAcTuRdiMDKZHHRRL9veESHG2a4UhIcvJ5LrQX8ZI9Ryc8w85tmZWVhwIABho93KxRGRdjK2rVrkZCQgPZpzV8WvCIjJ7mm2bby2pRQGVJYleiQKjkD3+gCPmrfK73YnYqP5c3bUEKvYSAZT1Z4NWTPpyOcRlTuhlxoi+jfVu9ieWZFA8D3ctc6j1UzyCnlbcn9/nrX23Eas/kbIsOpJIzmRbhFSLglD0UtnEpk7oba729Fjkh5baNQz7tVeRxKXo3QeVXCpoxOEjBkyBCsWbPG0LFuhcQGYStr165Fr169kOxPitguJzTkRIUSOck1XIJDT6K4lquXd0RHb6hUtOgw8qDnfYiLzNtwy8vZCErGspVGp1lxYTR8SrYsgcLNKLwiQ81rqTW4YHSiCN5EcSdxo+AIxy0iwgm0cje0ksWtFhw8g0nSPnLncmogjAet3A09Xo3o8Ck1b4aZ2ciKiorw/PPPGz7ejVAYFWEra9euxcCBAyO2mREa2am1QuolAj0L+fDEc8odyyNw1AxNo6FUci8YuZdf9AtTlIFhlVcj3hAx8meF50FPmSK9lYR+vJS0nJ3YVvbDi50CyamBGr1ea958DiemaNcbTqUlNKK9GoD1QgNo8mzEGuTZIGwlNTUV5eXlANoDUBcavEIiO7UWFSeSI7wbRpB7yEiorRYK2LfQktboEZeYiBqllRsR5Z0GV8nDoUb4y96pfA05jMTtRhzP+XKVE4xGrl/YavIGwprCtzkxpbQRwaFUT57fXaRXQ9TvFl2mnUj3sJvWg9AjIsx4aADtlcTl4JmZSs3DoRZmG/1c5vF0iH5nGfFuGLmvtN5xSrNUaYV4Kt3zSuFTgLbICAab2zB+f7JqPQCgbVvvCHpeSGwQtnLxxRdj5syZmHJ6L7SW0QV6hUZmVg2qKpsXFB5KFU64wcE7n7aW0FDC7ItY7wiintAZqwWHElrXJJev4SavhtLLkcfYU+s30nduEF2AsalmAWPCw6ocjXD0CI1mx1oQPiVCcFghMPTmZ6ndz3Y//4yW7ybBBJgLqZKwY/CLJ3xL6qMixXX4/aj2ztOaGjd6P7lzKM0+JddnwoWGnMjg+S6WIbFB2Mq4ceNw9913Y/fx7Wid0jXiOzmhkZmlHU4l7WPGuyE9cHjX1YjYHom9zgAAMWhJREFUR+eD3a15DVYKDi+FXuhFc5pHHbO16BUdSkYrb/JltHAza/jrFR5uFBp2JYaH9xteY8yJ0BSjeOWe1xIdInPReNfd4BEcgPvaWMm7YYU3Dzj1vjYiOtRERsQ2BaEh9QkebwZBYoOwmR49eqBr1674tnw7huWeEhvRQoNHZABAassGnDhsTTc2M/uU1aNl0Q9uQ2sByCS9WiE4lF6IPCFUVk0/ywNPKI3eRR55ccLTwWP4hydn8yRjO41ZoWFXUriXRESsYja0ygm8tPCfVYID4PN2qA0iaD3beYQGiQx1KEGcsBWfz4dx48ZhRfkOMNZ086sJjdSWDaofaZ/MrJrQ8VJ5alPphhsbcl4NHqFhF1quai2hkR3wKRrtcsfKvRCMJI3rTcbkeRFZFUJlZFVxq4SG3rKMGqp62lJu8U2lBTndQHm931KPhp0rgBP2ofeZZQTeXA9eb4qoxWGNLDYrN9im9syyQ1SX1zaGPrz7h3Okvk42T0NJaASDtSQ0OCDPBmE77du3R0X9CQTBkJfcdJNGCw1JSGiRlOtH/ZFTI6hSsrgZeIWGlXGxvC88HqER/n85g8oKD4cWagJKr5eGdwTdTCIzb3idGxa4MoJSG/KICT3eDjsQJTLcPtWtVZhdVye6LLdh5NrkQqmMJInrRSucKhw9XmWl/aO/t0J4WZHHoYSax4M3NzO8v8gJDYIPEhuE7axfvx6d0lohL6Xp5tYSGkm56kZi0/cNAE4li4fnbkhrbcgZIdFeDRFCg3dUSO+0inpDavSEIIkWHGqEGyBmQ6icCNWxW2iImsNe0bslN9uUQY+FdJxTooOEhhike9Tofe1meK7N6pAq3twN4JSBa2QaXrPXwJuMHv3b8zyzrAyrkkPtng5/poc/x+USwkloGIPEBmE769evR6+sXADKQkNLYEgktEpB48FTYVfhyeJK6AmZcWKk2ko3vt5F6kQKDjVjxMkQKjn0Jgk77dHQ++JWakstkREdmig341t0OXYJD7cmgnsZLcPcKwJDDpEeHDswIzrMYGVeiIiwKjOCRW2mSaU8DYCEhhFIbBC2Ul9fj82bN+P8DsN0J4NLJLSSn21Kb7I4j1dDDrMvKLWXRfRDXe5lzvNwVfMKSN9FG1uSm5nXwwFEPpzlDBPVcCmZkS8jie5m0RKfWrk88YJcDpTSFNPhWC081MLjjOTiAHwrhkv3odf6hNoq4kp4WVSIQnQolR7vRjhOiA4jgsOuVcXV7j+ldyXvullaM08R/JDYIGxly5YtqKurQ/eMVs2+U/NqKAkMHowaOHaOVms9yPUY5rzhU3pzOIDmD2klL4ce5F4ITs5CpYac8HIDXklYdjrMSg88ggOIbHs39g05jAgOK+oQjhP1UfNu2DE7lVHBAUSOtNvt7YhGac0NuwSHEkbWP/KSt8tLkNggbGX9+vUAgMF5TQ8gNa+GHoERnShuFjMvPr2LRemZGlbLqNRrpKsJDkDeywFEPsTlvBxqKL18nPBqiMJK483Iy9rOtuTxbkTjBtHBE1KodB8o4SVvh12Cg7f/qu3ntDBSw2yiuBnBIWGHt8NoOJXbFiwlnIHEBmEr69evR4cOHZCVFJlTEe3VMOPJ4MGOECq5B3O4ANESGc22hwkNOWPSqDdAzegyG1oVvl0O3hF5pRyD8no/V5K4mZmoeEe4rYDnBa03rM6K3BcjggM4NXmDGXKSgoq/b24yMxxKFXGOGBUdVgkO0YalUnki6u6G3A0RggNoPl2unR4PrRXFnfZyyMHj1aAZqMRAYoOwlfXr12PAgAFAvf5pbpWIThKXQzJGeAwPK0fRtEaGoh/Wdj2clfI4QvXQGVrFg5Z4MoMZcWEU0YabUaGhpy1FzuZlRnAAzng59E6YoFd4ekF0iOy3dhuTcuez8vktcjXxaCRjVoTokBAdamU2WdxNXg4toeG1BR7dDi3qR9gGYwwlJSXo37+/7Pd2eTXUcHLhPjOzNYnKcdBaAFBpEUCROQNGr0VayM0JoSEaUR4NwN78F7WFNLVwapFAve2jdB+oIfoeEY1Z4y8Hma4wIAFjdTGbAC9SINTUlVmSiFxdd8AyoSTB6yFyc1gcYQ3efysTnqGkpAQHDx7EmWeeKcyrYSdWudqVXnS8uQ08xpLe0BmjokOzHieNLpFeDTcJDBEGl5ky3JD3YkZwAMbX+LAb6T7Q0+axKDjcIjKiESGArF5NXA2rZj6yWnToERxOiQ5KCrcfCqMibOOxxx5Dp06dMGbMGFT86z8R38l5NXytMgAA7OAxS+slhTjY/eDjFRlqBooeoREuOHjj2NXCq+Ti2N1sTInCyhmpjISguRGjIVUSekOrzOZt6A2nanZ+HTkdbg6t0hNS5VaREU14PdWuzWzuhhUrilsRWiWhZ3XycESvu+G0l0PuN6cQKvGQ2CBsYefOnXj77bfx9NNPIzGxqdupeTUkoRH9fwkRAsSJpF8td73WC1x3+IaCR0PaLkp0GG1LHi+NnYv5hdfD7kXfzAoNnkkD7GxLycNhp+gwg4jfPPw34Fmnw62Cwyp4RbKVYt5p49YI0SJGlPiwahYrrWRxNxMuNKwOO4snSGwQtvB///d/yM3NxbXXXovDU66N+M5IroavVYZhwWGnEcnzwFV6uUe/mPWGT/EYlnL7qAmQ8HOGt6MeI0vumOiy7YRn5DtaUKmNTutJWtUdW25CaDiFKNGhJThEzEql1GZGnhk89wTvomM8x+gpw270euKi93fTtViZJM6LaPFh1MvhdbQ8WXK/td+fTDNSGYDEBmE53333HebOnYv7778fuPsGAImmp7o1IjTMToGp5WbXM5LDKzAAe3I01I5Vajce4cGL2jUdqfW5wruhZ0auaMyOFqsZa7xCQ64No6cOLq9LUMyZkMSC0ZwMs6KDx8shXYuc6ODt13Ko9U8eIaJXjIsIkzMiZKxA1LW4SXAoYUUoFQ9WhlsZxQveDbl3evRijpLgkNq2pq6MBIcBSGwQlvLSSy/hlltuwRlnnIHpP2wEkgOqK4XzEC00Gg/WoP5IECcOJ6KqMgUVJ5IVjjSPmYenHoEBGB/5F22Y8xhpWlPnKsF7TVYLDqWRbx7BAVgbh2+3N0My5rVERzh6BIgI0cHj5QDUp0A2Iz7CkWtztfvAiBdQJHbmjIjMLXJzrgshj2TIu1l06BEcwClBSYJDHyQ2CEuoqanBrbfeipdffhk33XQT/sKOIjlB3kDQ49Xg9WiU16bgSF0SyusSHJ+pSE5kWGVA2uEBUEs01zMCrNcwls5lt5eDV3AAkb+rGaNIy0jT00+02ktpYUQt0RFOtHDgER9mRAdvLgeP6AjVR6OdzHhCtBbNlLBTfFhlvFs9eYHdXo5ow1MLp7wbgLjFAUUTbsy7UXiYERwSJDzUIbFBCGfPnj2YNGkSNmzYgHnz5mHqziUAThkU9UeCmuFT7OCxiMRwJZGhtZhfNHbma/CKDLWwIzuFRrTBqddA45nxRwRWeTnU4vrlBIeEKOHBa6Txerz0tJHaSux6RIfEkbokbm+HnaIDML7go1p76un7vF6PcKwUIXYJZJE4HVblhrwNr+IFb4cEj+CQIOGhDokNQihffPEFJk+ejPT0dCxbtgz93n+62T568zS0hIYUQqVGtDFg1ctbLTafd20JI0a5GeNbycjUWl062mgTFZbCgxN5HEqzFfFMe6qU8KrXQLNCaPBiRHTowcx0uXpmrVIUVSY8oHomWuAVHuHw5kGZfa5ZJZCtwGnBoQZ5N7SJ9iQ4LT6UcjLlBAeAZnkc4YQLD4DEB0BigxDIa6+9hv/3//4fzjnnHLz55pvIffN+4KSg0OuBkNDj0TCSryHyZcWTk2FFnL1Rw1JLTOg5nichNxwRQsQKwaE1a5Ha9Kh6pz3Vg5kkcF6k31BTZKokkYejx7shISqJXELPlLk894MeQcLj9eMNt+JFZD6I29dyAdwtOLyEG2ai4l3jxEpRoiY4AKh6OcLREh/hxIsQ8THG7J/mxSIqKyuRnZ2NiooKZGVlOV2duGLPnj3o1asXLr30UsydOxe+52627FzhQqP+SJOBEJ4cLuVrAAjlbEgve+llLr2Iw19URudfNzJ1rZrAsGPE3qzQ0ELvKLHpmcIEtxlPfXgNQ7NGn5PrZ2j1Ey3RYXY1cTPT5UZj5Vodevq7nr4uKuzTiUR0O9EjONSe80oGr1LOhlYolVPeDUDfzFR6xYaTK6vLIVKAaIkeub4goh80Np4aWI1FWzYmxcaePXti5gfyAowxXHHFFVi3bh1WrVqFrM//2rT9ULXwczUeDhMa5U2GUM2RJgddVWUKKmsCOFqbgvL6JBw9aVwcrfehvK7pBV958uV9tPZk4mjDqZfUUeibTrcFmi82KJGTeEpotEg+ZYhkyYiMnIB9t2CLJOVztTAQHnNUhwF3tJ7PyJJ+KyOIbEs99ajkMAqlPsdLeL+RcLL/KPUdtX6Tk2RObEiU14sTHUro6ctc5XH0d719naefaaG3H3qJ8Oe5EmrP+XK/vFFY0fCz7PbjdYdUz1XjcF5HCqeISAvk6So3O7GNkerYQk7QfAiZUj8IR6lPAOr9QqlPHD26L/T/yspKnHbaaSQ23EpNTQ06deqE/fv53HEEQRAEQRAE4SYKCwuxa9cupKToW4PMrcSU2ACaBEddHcVwEgRBEARBEN4jEAjEjNAAYlBsEARBEARBEAThDpxd7YwgCIIgCIIgiJiFxAZBEARBEARBEJZAYoMgCIIgCIIgCEsgsUEQBEEQBEEQhCWQ2CAIgiAIgiAIwhJIbBAEQRAEQRAEYQkkNghP8+ijj8Ln8+H2228PbRs1ahR8Pl/E58Ybb4w47oMPPkD37t3Ro0cPLFy4MLS9devWePTRRyP2veeee+Dz+bB06dKI7aNGjcJVV10l/JoI8zz//PPo168fsrKykJWVhWHDhuGTTz4JfV9TU4MZM2agZcuWyMjIwKRJk1BWFrlqLPWR+OCrr77CuHHj0KZNG/h8PixYsCDi+2uuuabZ82TMmDER+yxfvhwDBgxAx44d8corr4S2Dx06tNmz54UXXoDP58Orr77a7DwjRowQem2Es8yZMwcdO3ZESkoKioqK8N1334W+27p1K4YPH4527drhz3/+s4O1JAjrIbFBeJZVq1bhxRdfRL9+/Zp9d91112Hfvn2hz2OPPRb6rra2FjNmzMBzzz2HZ599FjfddFNoIchRo0Y1MxiXLFmC0047LWJ7TU0NVqxYgXPOOceSayPM0a5dOzz66KNYs2YNVq9ejXPOOQcTJkzA5s2bAQC//e1v8eGHH+Kdd97Bl19+iZ9//hmXXnpp6HjqI/FDdXU1+vfvjzlz5ijuM2bMmIjnyZtvvhnx/fTp0/Hggw/ijTfewKxZs7Bnzx4AwNlnn83VVwBg6dKl1FdiiLfeegt33HEHZs6cibVr16J///644IILcODAAQDALbfcgl/96ld4//338f777+Pbb791uMYEYSGMIDxIVVUV69atG/v8889ZcXEx+81vfhP6LvrvaCoqKliHDh3YwYMH2cGDB1nHjh1ZZWUlY4yxF198kWVkZLD6+nrGGGOVlZUsKSmJPfvss6y4uDhUxhdffMEAsF27dllwdYQV5OTksJdffpkdPXqUJSUlsXfeeSf03ffff88AsOXLlzPGqI/EKwDYe++9F7Ft2rRpbMKECarHtW/fnu3cuZMdO3aMDR48mG3evJkxxtinn37KALB9+/aF9i0oKGBz5sxhHTp0CG3buXMnA8CWLFki6EoIpxkyZAibMWNG6O/GxkbWpk0bNmvWLMYYY4MGDWIrV65kdXV1bPz48eyjjz5yqqoEYTnk2SA8yYwZM3DRRRdh9OjRst//61//Ql5eHvr06YN7770Xx48fD32XlZWFa6+9Fq1bt0abNm1w0003ITMzE0DTSOSxY8ewatUqAMDXX3+N7t27Y9KkSVi5ciVqamoANI1OduzYER07drT2QgnTNDY2Yv78+aiursawYcOwZs0a1NfXR/Sdnj17on379li+fDkA6iNEJEuXLkV+fj569OiBm266CYcPH474/qGHHsLpp5+O7OxsDB06FL169QIADB8+HElJSViyZAkAoLS0FCdOnMD06dNx+PBh7Nq1C0BTX0lJScGwYcPsvTDCEurq6rBmzZqIZ4zf78fo0aNDz5iHH34Yo0ePRlpaGvx+Py644AKnqksQlpPodAUIQi/z58/H2rVrQ8ZeNFdeeSU6dOiANm3aYMOGDfj973+PrVu34t133w3tM3PmTNx+++3w+/0hIxIAunXrhrZt22Lp0qUYNmwYli5diuLiYhQWFoaMUSk04uyzz7b8WgnjbNy4EcOGDUNNTQ0yMjLw3nvvoVevXigpKUEgEECLFi0i9i8oKMD+/ftDf1MfIYCmEKpLL70UnTp1wo4dO3Dfffdh7NixWL58ORISEgA0hVFdccUVqKurQ05OTujY9PR0DBkyBEuXLsWUKVOwdOlS/OIXv0BycjLOOussLF26FJ06dQr1peTkZKcukxDIoUOH0NjYiIKCgojtBQUF2LJlCwDgwgsvxMGDB1FZWYlWrVo5UU2CsA3ybBCeYs+ePfjNb36Df/3rX0hJSZHd5/rrr8cFF1yAvn37YurUqXj99dfx3nvvYceOHRH7ZWdnRxiREuEx+UuXLsWoUaMAAMXFxVi6dClOnDiBlStXkiHpcnr06IGSkhKsXLkSN910E6ZNm4bS0lJdZVAfIa644gqMHz8effv2xcSJE7Fw4UKsWrWqWc5Fenp6hNCQ0Oor0nbqK/FHcnIyCQ0iLiCxQXiKNWvW4MCBAzjjjDOQmJiIxMREfPnll3j66aeRmJiIxsbGZscUFRUBALZv3851jrPPPhvLli3D4cOHsW7dOhQXFwNoMg6WLFmCb7/9FnV1dZTM6XICgQC6du2KQYMGYdasWejfvz/+9re/obCwEHV1dTh69GjE/mVlZSgsLOQqm/pI/NK5c2fk5eXpep7873//w969e0NeMOCU2NixYwf27NlDfSWGyMvLQ0JCQrMZ7vQ8YwgiliCxQXiKc889Fxs3bkRJSUnoM3jwYEydOhUlJSWhsIZwSkpKADRNWcrD2WefjerqajzxxBPo1q0b8vPzAQAjR47Ed999h08++SQUSkN4h2AwiNraWgwaNAhJSUlYvHhx6LutW7fixx9/5I6Zpz4Sv/z00084fPgw9/PkrLPOQiAQwHPPPYeamhoMGjQIAHDmmWfi4MGDmDt3bijciogNAoEABg0aFPGMCQaDWLx4MeXlEHEJ5WwQniIzMxN9+vSJ2Jaeno6WLVuiT58+2LFjB9544w1ceOGFaNmyJTZs2IDf/va3GDlypOwUuXJ07twZ7du3xzPPPIOpU6eGtp922mlo06YN/v73v2PKlClCr4sQy7333ouxY8eiffv2qKqqwhtvvIGlS5fi008/RXZ2NqZPn4477rgDubm5yMrKwq233ophw4Zh6NChXOVTH4kdjh07FuGl2LVrF0pKSpCbm4vc3Fz88Y9/xKRJk1BYWIgdO3bg7rvvRteuXbkTelNTUzF06FA888wzGD58eGhAJBAIRGxPSkqy5PoIZ7jjjjswbdo0DB48GEOGDMFTTz2F6upqXHvttU5XjSBshzwbREwRCATw3//+F+effz569uyJO++8E5MmTcKHH36oq5yzzz4bVVVVofhqieLiYlRVVVF8tcs5cOAArr76avTo0QPnnnsuVq1ahU8//RTnnXceAODJJ5/ExRdfjEmTJmHkyJEoLCyMmECAB+ojscHq1asxcOBADBw4EECTkThw4EA89NBDSEhIwIYNGzB+/Hh0794d06dPx6BBg/D111/rSuamvhJ/TJ48GbNnz8ZDDz2EAQMGoKSkBIsWLWqWNE4Q8YCPMcacrgRBEARBEARBELEHeTYIgiAIgiAIgrAEEhsEQRAEQRAEQVgCiQ2CIAiCIAiCICyBxAZBEARBEARBEJZAYoMgCIIgCIIgCEsgsUEQBEEQBEEQhCWQ2CAIgiAIgiAIwhJIbBAEQRAEQRAEYQkkNgiCIAiCIAiCsIREpyugh2AwiISEJAAM5557jtPVIQiCIAiCIAhbYCjH1Ctn4JprroHf7x1/gY8xxpyuBA+bNm1C3759AQA+X8CROiQlZNt+zuTETNvPmZqQY/s5ASA9aH/7piPF/nMmOqPx0xPtfzClJvpsP2d6ojOPtPQE+8+blhi0/ZwZiY22nxMA0hLr7T9nwP5zAkBKiv3nTcqwvy8lZtj/fAAAX2aSA+e0/12DdAfOCQAZabafkmWk235OZNpvnx07VoPZf/sP2ncowAvPv4E+ffrYXgcjuF5sVFdXIyMjEwAD4APgh9/vzA2UEiiw/ZzpgXzbz5md2Nb2cwJAbrDQ9nPmwP6HRW6SM2I5JznB9nNmB+w3JnKTnXmk5STZb6zlBOw3/HMdMsBzkmtsP2d2aq3t5wSAzCz7rzW1ZYPt50zKdWZkNqGV/TaEr1WG7edErv3vNwBAnv0DlqylA+fMa2X7OQHgWCPwpz+9hufmLMAtt16KmQ+9hPR0B8SWDlztg/nwww+RkZGBJqGRcPLjzEgIQRAEQRAEQThJRkYq/vrXG/Ht8ufwzTcb0Lt3FyxcuNDpaqniSrHx448/wufzY/z48WiqIokMgiAIgiAIggCAvn0748svn8b991+FadOm4pJLRmLPnj1OV0sWV4mN+vp6+HwJ6NChw8ktCWiqIgkNgiAIgiAIgpDw+/34f9MvwubS15CdnY5evXrg8dk3o77emXBXJVwjNr799lsEAgEAQVDIFEEQBEEQBEFo06pVC7wy9/d4/4NHMG/uxxg8uCeWL1/udLVCOC42jhw5Ap/Pj+HDh4NCpgiCIAiCIAhCP8XFA7Bm7Uu4fPI5GD36HFx33cU4cuSI09VyTmwwxuDzJaBly5Ynt1DIFEEQBEEQBEEYJRBIwj33TEXJ+lfw00+H0LNnF7z++utwcvJZR8TG999/f3IxkuDJKpDIIAiCIAiCIAgRdO7cBh8unIU5c27HvffeibPPOQPff/+9I3WxVWwcP34cPp8fvXr1QpO4IG8GQRAEQRAEQYjG5/Ph0knF2Fz6Gvr374pBgwbivvuvwokTJ2yth21i45NPPjm56AitmUEQBEEQBEEQdpCZmYYnnpiBr75+Bv/972r06dMVixYtsu38louNvXv3wufz48ILLwQlgBMEQRAEQRCE/Qwc2A3ffPMs7rxzMq644jL88pejsHfvXsvPa5nYaGhogM+XgHbt2p3cQiFTBEEQBEEQBOEUCQkJuOHG8dhc+joCgSScfnp3PPW3W9HQ0GDZOS0RG9999x2SkpJwKgGcvBkEQRAEQRAE4QYKC3Px+j/ux7//8zCem7MARUW9sGrVKkvOJVRsHD16FD6fH0VFRTglMhxfyoMgCIIgCIIgiCjOPXcQ1pW8gnHjh6O4eARuvnkijh49KvQcQpSAtGZGTk7OyS0UMkUQBEEQBEEQbiclJYAHH5yGtetexrZte9GzZ2e8+eabwtbmMC02tm3bBr8/AbRmBkEQBEEQBEF4k27d2uGTRY/hiSduwR133ILzzjsT27ZtM12uYbFRU1MDn8+P7t27n9xC3gyCIAiCIAiC8Co+nw+TrzgHmza/hh49TkP//n0x8w/XoqamxnCZhsTG559/jtTUVNCaGQRBEARBEAQRW7RokYGnn/kNvljyFBZ+uAz9+nXDf//7X0Nl6RIb+/fvh8/nx/nnnw+aZYogCIIgCIIgYpczz+yJ5Suex4xbLsGll07AlVeOxv79+3WVwSU2Ghsb4fMloHXr1ie3UMgUQRAEQRAEQcQ6CQkJuOWWS7G59DU0NDSiZ8+ueP7559HY2Mh1PJfY+PTTT0FrZhAEQRAEQRBEfNKmTR7enD8Tv7t7Cm6++eaT+kCbRJ6dzj77bDQJjCCa8jTIq0EQBEEQBEEQ8UJlZTX+MHMeXnppIe67/6qT+kAbLs9GamoqGAvi+++/P7mlEaeEB0EQBEEQBEEQsQhjDP/595fo0/sabNi4E2vXluAvf3795GRR2nB5NiR69uyJYLARfn8imsSGD+TlIAiCIAiCIIjYY+fOn3HrLX/D2rX/wxNPPIOpU6fC59Nn9+ue+tbn84GxRhw+fPjkFvJyEARBEARBEESsUFtbh0ce+ScG9J+ODh0KsHXrTvzqV7/SLTQAnZ6NcHJzc8FYEMuXL8dZZ511cisljxMEQRAEQRCEV1m6tAS3zHgSgUAi/vvfLzBs2DBT5RleQVxi2LBhqK+vP1lU48kPeTkIgiAIgiAIwiscOFCOa6+ZhYkT7sP0X1+ENWu2mhYagACxAQCJiYlgrBE//vjjyS0UWkUQBEEQBEEQbicYDOKlv3+I3r2m4dixEygt3Yq77nwOiYmGA6AiEFPKSU477TQwFsTChQsxbty4k1sptIogCIIgCIIg3Mb69dsxY8ZT2PfzIbz++hu4+OKLhZ9DiGcjmosvvhjHjh1Dk8ig0CqCIAiCIAiCcAvHjp3A7373PIafNQMjR/ZHaelOS4QGINizEU56ejoYC2Lz5s3o06cPmgSHHxbpG4IgCIIgCIIgVGCM4YP3l+E3v3kaHTu1xurVa9G7d29Lz2mZ2JDo3bs3GhsbkZCQBFqBnCAIgiAIgiDs54cf9uM3tz2D5cs3Yfbsv2HatGmGprLViy1uBr/fD8YacfDgwZNbKIGcIAiCIAiCIKymvr4Bjz/+Jvr1vRb5+S2wdetOXHPNNbYIDcAGz0Y4eXl5YCyIr7/+GiNHjjy5lRLICYIgCIIgCEI033yzETNufgIAsGjR5/jFL35hex0cSaAYMWIEamtrQWtzEARBEARBEIRYDh2qwHW/fgwXXXg3fnXV+Vi37n+OCA3AwWztQCAAxhqxa9euk1sotIogCIIgCIIgjMIYw6vzPkHvXlfjwIGj2LTpe9zz+xeRlJTkWJ1sDaOSo2PHjggGG/H+++/jkksuObmVQqsIgiAIgiAIgpfNm3dhxoyn8MPu/Xj55dcwYcIE2/Iy1HDFPLQ+nw8TJ05EVVUVaG0OgiAIgiAIguDj+PEa3HffSxhadBOGDDkdpaU7MHHiRFcIDcAFno1wMjIywFgQGzZsQP/+/UFrcxAEQRAEQRCEPB99tBy/ue1pFLZuiRUrvkO/fv2crlIzXCU2JPr160drcxAEQRAEQRCEDD/9dBC/vf0ZLF1agr/+9f8wffp0+P3uHJx3Z61wam2OsrKyk1sogZwgCIIgCIKIXxoaGvHkk2+jT+9pyMhIxZYt23Hddde5VmgALvVshJOfnw/GgliyZAnOOeccAABjDY7UpbHxuO3nrGs4avs5q4MJtp8TAPyszvZzNiLV9nPWMmduuypm/++a7sCterDe/nMCQEZiMC7OmZnozPM3M8n+HzYt2ZnOlFZt/7MwUN1o+zkTy52JVvAfCth+Tt/P9r9rkOnAOQEgK8P2U7KsTPvPmZ1t+zmrj53AXx5/C7W19fjww48xatQo2+tgBB9jzDOugtraWqSkpAJgOP30012T+BJLMMZw6NAh5OXlUftaALWvtVD7Wgu1r/VQG1sLta+1UPtaC2PHUFjYEu+//yUyM+0XWEbxlNgAgMrKSmRnZ6OiogJZWVlOVyfmoPa1Fmpfa6H2tRZqX+uhNrYWal9rofa1Fq+2r3sDvAiCIAiCIAiC8DQkNgiCIAiCIAiCsAQSGwRBEARBEARBWILnxEZycjJmzpyJ5ORkp6sSk1D7Wgu1r7VQ+1oLta/1UBtbC7WvtVD7WotX29dzCeIEQRAEQRAEQXgDz3k2CIIgCIIgCILwBiQ2CIIgCIIgCIKwBBIbBEEQBEEQBEFYAokNgiAIgiAIgiAsgcQGQRAEQRAEQRCW4EqxceTIEUydOhVZWVlo0aIFpk+fjmPHjmket3z5cpxzzjlIT09HVlYWRo4ciRMnTpguN9Yw0w6MMYwdOxY+nw8LFiyI+M7n8zX7zJ8/34IrcDdG2veGG25Aly5dkJqailatWmHChAnYsmVLxD4//vgjLrroIqSlpSE/Px+/+93v0NDQYOWluBIj7fv3v/8do0aNQlZWFnw+H44ePdpsn44dOzbrv48++qhFV+Ee5syZg44dOyIlJQVFRUX47rvvVPd/55130LNnT6SkpKBv3774+OOPI75njOGhhx5C69atkZqaitGjR2Pbtm1WXoKr0dO+mzdvxqRJk0J98amnnmq2zx/+8Idm/bRnz54WXoG70dO+7777LgYPHowWLVogPT0dAwYMwD/+8Y+Ifaj/RqL3+SAxf/58+Hw+TJw4MWL7Nddc06z/jhkzxoKaewO97Xv06FHMmDEDrVu3RnJyMrp3797sGWz0N7MU5kLGjBnD+vfvz1asWMG+/vpr1rVrVzZlyhTVY7799luWlZXFZs2axTZt2sS2bNnC3nrrLVZTU2Oq3FjETDs88cQTbOzYsQwAe++99yK+A8DmzZvH9u3bF/qcOHHCgitwN0ba98UXX2Rffvkl27VrF1uzZg0bN24cO+2001hDQwNjjLGGhgbWp08fNnr0aLZu3Tr28ccfs7y8PHbvvffacUmuwkj7Pvnkk2zWrFls1qxZDAArLy9vtk+HDh3Yww8/HNF/jx07ZtFVuIP58+ezQCDA5s6dyzZv3syuu+461qJFC1ZWVia7/7Jly1hCQgJ77LHHWGlpKXvggQdYUlIS27hxY2ifRx99lGVnZ7MFCxaw9evXs/Hjx7NOnTrF5bNAb/t+99137K677mJvvvkmKywsZE8++WSzfWbOnMl69+4d0U8PHjxo8ZW4E73tu2TJEvbuu++y0tJStn37dvbUU0+xhIQEtmjRotA+1H9Pobd9JXbt2sXatm3LRowYwSZMmBDx3bRp09iYMWMi+u+RI0csvAr3ord9a2tr2eDBg9mFF17IvvnmG7Zr1y62dOlSVlJSYrhMu3Cd2CgtLWUA2KpVq0LbPvnkE+bz+djevXsVjysqKmIPPPCA8HJjDTPtsG7dOta2bVu2b98+RbERvS3eENXP1q9fzwCw7du3M8YY+/jjj5nf72f79+8P7fP888+zrKwsVltbK+4CXI7Z9l2yZImq2JAz7mKZIUOGsBkzZoT+bmxsZG3atGGzZs2S3f/yyy9nF110UcS2oqIidsMNNzDGGAsGg6ywsJA9/vjjoe+PHj3KkpOT2ZtvvmnBFbgbve0bjlJ/nDlzJuvfv7/AWnoXM+0rMXDgwJDtQP03EiPt29DQwM466yz28ssvs2nTpsmKjeht8Yre9n3++edZ586dWV1dnbAy7cJ1YVTLly9HixYtMHjw4NC20aNHw+/3Y+XKlbLHHDhwACtXrkR+fj7OOussFBQUoLi4GN98842pcmMRo+1w/PhxXHnllZgzZw4KCwsV95sxYwby8vIwZMgQzJ07FyzO1owU0c+qq6sxb948dOrUCaeddlqo3L59+6KgoCC03wUXXIDKykps3rxZ7EW4GKvv40cffRQtW7bEwIED8fjjj8d0mFpdXR3WrFmD0aNHh7b5/X6MHj0ay5cvlz1m+fLlEfsDTf1Q2n/Xrl3Yv39/xD7Z2dkoKipSLDNWMdK+vGzbtg1t2rRB586dMXXqVPz4449mq+s5zLYvYwyLFy/G1q1bMXLkSADUf8Mx2r4PP/ww8vPzMX36dMV9li5divz8fPTo0QM33XQTDh8+LLTuXsBI+37wwQcYNmwYZsyYgYKCAvTp0wePPPIIGhsbDZdpF4mOnl2G/fv3Iz8/P2JbYmIicnNzsX//ftljdu7cCaAplnX27NkYMGAAXn/9dZx77rnYtGkTunXrZqjcWMRoO/z2t7/FWWedhQkTJiju8/DDD+Occ85BWloaPvvsM9x88804duwYbrvtNmH1dztm+tlzzz2Hu+++G9XV1ejRowc+//xzBAKBULnhQgNA6G/qv2Lu49tuuw1nnHEGcnNz8e233+Lee+/Fvn378MQTT5gq160cOnQIjY2Nsv0qOl9IQqkfSm0v/au2T7xgpH15KCoqwquvvooePXpg3759+OMf/4gRI0Zg06ZNyMzMNFttz2C0fSsqKtC2bVvU1tYiISEBzz33HM477zwA1H/DMdK+33zzDV555RWUlJQoljtmzBhceuml6NSpE3bs2IH77rsPY8eOxfLly5GQkCDyElyNkfbduXMnvvjiC0ydOhUff/wxtm/fjptvvhn19fWYOXOmZc8cEdgmNu655x789a9/Vd3n+++/N1R2MBgE0JRke+211wIABg4ciMWLF2Pu3LmYNWuWoXK9hJXt+8EHH+CLL77AunXrVPd78MEHQ/8fOHAgqqur8fjjj8eE2LCyfSWmTp2K8847D/v27cPs2bNx+eWXY9myZUhJSTFVrhewo321uOOOO0L/79evHwKBAG644QbMmjULycnJlp6bIHgZO3Zs6P/9+vVDUVEROnTogLffflt1NJloIjMzEyUlJTh27BgWL16MO+64A507d8aoUaOcrpqnqaqqwlVXXYWXXnoJeXl5ivtdccUVof/37dsX/fr1Q5cuXbB06VKce+65dlTVswSDQeTn5+Pvf/87EhISMGjQIOzduxePP/44Zs6c6XT1VLFNbNx555245pprVPfp3LkzCgsLceDAgYjtDQ0NOHLkiGL4TuvWrQEAvXr1ith++umnh9zLRsr1Ela27xdffIEdO3agRYsWEdsnTZqEESNGYOnSpbLHFRUV4U9/+hNqa2s9b6xZ2b4S2dnZyM7ORrdu3TB06FDk5OTgvffew5QpU1BYWNhsRomysjIAoP5r0X1cVFSEhoYG7N69Gz169BBathvIy8tDQkJCqB9JlJWVKbZlYWGh6v7Sv2VlZaHnsvT3gAEDBNbe/RhpXyO0aNEC3bt3x/bt24WV6QWMtq/f70fXrl0BAAMGDMD333+PWbNmYdSoUdR/w9Dbvjt27MDu3bsxbty40DZpIDgxMRFbt25Fly5dmh3XuXNn5OXlYfv27XElNoz039atWyMpKSnCA3T66adj//79qKurs+2ZYwTbcjZatWqFnj17qn4CgQCGDRuGo0ePYs2aNaFjv/jiCwSDQRQVFcmW3bFjR7Rp0wZbt26N2P6///0PHTp0AABD5XoJK9v3nnvuwYYNG1BSUhL6AMCTTz6JefPmKdappKQEOTk5nhcagLXtKwdrmrwBtbW1AJr678aNGyMM7c8//xxZWVnNRLYXsbt9eSgpKYHf728WthUrBAIBDBo0CIsXLw5tCwaDWLx4MYYNGyZ7zLBhwyL2B5r6obR/p06dUFhYGLFPZWUlVq5cqVhmrGKkfY1w7Ngx7NixI8I4jgdEtW8wGAw9Z6n/nkJv+/bs2RMbN26MsBPGjx+Ps88+GyUlJaH8w2h++uknHD58mPovtPvv8OHDsX379pCIA5rs3NatWyMQCNj2zDGEo+npCowZM4YNHDiQrVy5kn3zzTesW7duEVNb/vTTT6xHjx5s5cqVoW1PPvkky8rKYu+88w7btm0be+CBB1hKSkpoNh+ecuMFI+0bDaJmnvrggw/YSy+9xDZu3Mi2bdvGnnvuOZaWlsYeeughKy/Fleht3x07drBHHnmErV69mv3www9s2bJlbNy4cSw3Nzc0XZ009e3555/PSkpK2KJFi1irVq3idupbvf133759bN26deyll15iANhXX33F1q1bxw4fPswYa5o6+8knn2QlJSVsx44d7J///Cdr1aoVu/rqq22/PjuZP38+S05OZq+++iorLS1l119/PWvRokVo1rOrrrqK3XPPPaH9ly1bxhITE9ns2bPZ999/z2bOnCk79W2LFi3Y+++/zzZs2MAmTJgQ11OH6mnf2tpatm7dOrZu3TrWunVrdtddd7F169axbdu2hfa588472dKlS9muXbvYsmXL2OjRo1leXh47cOCA7dfnNHrb95FHHmGfffYZ27FjBystLWWzZ89miYmJ7KWXXgrtQ/33FHrbN5romaeqqqrYXXfdxZYvX8527drF/vvf/7IzzjiDdevWLWKZgnhBb/v++OOPLDMzk91yyy1s69atbOHChSw/P5/9+c9/5i7TKVwpNg4fPsymTJnCMjIyWFZWFrv22mtZVVVV6Ptdu3YxAGzJkiURx82aNYu1a9eOpaWlsWHDhrGvv/5aV7nxgtH2DSdabHzyySdswIABLCMjg6Wnp7P+/fuzF154gTU2Nlp4Je5Eb/vu3buXjR07luXn57OkpCTWrl07duWVV7ItW7ZElLt79242duxYlpqayvLy8tidd97J6uvr7bw0V2Ck/86cOZMBaPaZN28eY4yxNWvWsKKiIpadnc1SUlLY6aefzh555JG4eAE+88wzrH379iwQCLAhQ4awFStWhL4rLi5m06ZNi9j/7bffZt27d2eBQID17t2bffTRRxHfB4NB9uCDD7KCggKWnJzMzj33XLZ161Y7LsWV6Glfqe9Gf4qLi0P7TJ48mbVu3ZoFAgHWtm1bNnny5IhBtXhDT/vef//9rGvXriwlJYXl5OSwYcOGsfnz50eUR/03Er3Ph3Cixcbx48fZ+eefz1q1asWSkpJYhw4d2HXXXee4Iewketv322+/ZUVFRSw5OZl17tyZ/eUvfwmtx8VTplP4GIuzuUkJgiAIgiAIgrAF162zQRAEQRAEQRBEbEBigyAIgiAIgiAISyCxQRAEQRAEQRCEJZDYIAiCIAiCIAjCEkhsEARBEARBEARhCSQ2CIIgCIIgCIKwBBIbBEEQBEEQBEFYAokNgiAIgiAIgiAsgcQGQRAEQRAEQRCWQGKDIAiCIAiCIAhLILFBEARBEARBEIQl/H9E3K3tMwGlUgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from spy4cast.meteo import Clim, Anom\n", "\n", "# Climatology maps and time series.\n", "clim_map = Clim(ds, \"map\") # Mean in the time dimension.\n", "clim_ts = Clim(ds, \"ts\") # Mean in the lat and lon dimension.\n", "# Anomaly maps and time series\n", "anom_map = Anom(ds, \"map\") # An anomaly map for each year\n", "anom_ts = Anom(ds, \"ts\") # Mean in the lat and lon dimension\n", "# Plot with the .plot method (look at docs). Example:\n", "clim_map.plot(\n", " show_plot=True, save_fig=True,\n", " cmap=\"magma\",\n", " name=\"plots-Climatology_Anomaly_EquatorialAtlantic/clim_map.png\",\n", " levels=np.arange(22, 28, 0.1),\n", " ticks=np.arange(22, 28.5, 0.5),\n", ")\n", "anom_map.plot(\n", " year=1997, show_plot=True, save_fig=True,\n", " cmap=\"magma\",\n", " name=\"plots-Climatology_Anomaly_EquatorialAtlantic/anom_map.png\",\n", " levels=np.arange(-0.6, 0.6 + 0.05, 0.05),\n", " ticks=np.arange(-0.6, 0.8, 0.2),\n", ")\n", "# Save the data with the .save method (look at docs). Example:\n", "anom_map.save(\"anom_map_\", folder=\"./data-Climatology_Anomaly_EquatorialAtlantic/\")\n", "# Load previously saved data with the .load method (look at docs). Example:\n", "anom_map = Anom.load(\"anom_map_\", folder=\"./data-Climatology_Anomaly_EquatorialAtlantic/\", type=\"map\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 4 }