{ "cells": [ { "cell_type": "markdown", "id": "95be11dc", "metadata": {}, "source": [ "# RasterIO for dummies: a brief intro to a *pythonic* raster library\n", "\n", "In order to run this notebook, please do what follows:\n", "\n", " cd /media/sf_LVM_shared/my_SE_data/exercise\n", " jupyter-notebook RasterIO_Intro.ipynb || jupyter lab RasterIO_Intro.ipynb \n", "\n", "---\n" ] }, { "cell_type": "markdown", "id": "4de3e828", "metadata": {}, "source": [ "**RasterIO** is a library that simplifies the use of the raster swiss-knife geospatial library (**GDAL**) from Python (... and talking about that, [how do you pronounce GDAL?](https://soundcloud.com/danabauer/how-do-you-pronounce-gdal)).\n", "\n", "Ratio: GDAL is C++ library with a public C interface for other languages bindings, therefore its Python API is quite rough from the mean Python programmer's point of view (i.e. it is not *pythonic* enough). RasterIO is for rasters what Fiona is for vectors.\n", "\n", "*Note: [`Open Source Approaches in Spatial Data Handling`](https://link.springer.com/book/10.1007/978-3-540-74831-1) is a good comprehensive book about the history and roles of FOSS in the geospatial domain.*\n" ] }, { "cell_type": "markdown", "id": "5d19f628", "metadata": {}, "source": [ "## 1.0 Reminder\n", "\n", "You need to access the dataset we will use in this notebook and later too.\n", "You already should have downloaded it and stored in the right folder, as follows:\n", "\n", " cd ~/SE_data\n", " git pull\n", " rsync -hvrPt --ignore-existing ~/SE_data/* /media/sf_LVM_shared/my_SE_data\n", " cd /media/sf_LVM_shared/my_SE_data/exercise\n", "\n", " pip3 install gdown # Google Drive access\n", "\n", " [ -f tree_height.tar.gz ] || ~/.local/bin/gdown 1Y60EuLsfmTICTX-U_FxcE1odNAf04bd-\n", " [ -d tree_height ] || tar xvf tree_height.tar.gz\n", " \n", "Also, you should already installed `rasterio` package as follows:\n", " \n", " pip3 install rasterio\n", " \n", "*Hint: you should never use `pip3` under `sudo`, else you could break your system-wide Python environment in very creative and subtle ways.* " ] }, { "cell_type": "markdown", "id": "56ff4040", "metadata": {}, "source": [ "## 1.1 Rasterio basics" ] }, { "cell_type": "code", "execution_count": 1, "id": "7e6618bc", "metadata": {}, "outputs": [], "source": [ "import rasterio # that's to use it" ] }, { "cell_type": "code", "execution_count": 2, "id": "f9cce0fd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'1.3.4'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rasterio.__version__" ] }, { "cell_type": "code", "execution_count": 3, "id": "4bdee418", "metadata": {}, "outputs": [], "source": [ "dataset = rasterio.open('tree_height/geodata_raster/elev.tif', mode='r') # r+ w w+ r" ] }, { "cell_type": "markdown", "id": "a1a061c0", "metadata": {}, "source": [ "A lots of different parameters can be specified, including all GDAL valid open() attributes. Most of the parameters make sense in write mode to create a new raster file:\n", "* dtype\n", "* nodata\n", "* crs\n", "* width, height\n", "* transform\n", "* count\n", "* driver\n", "\n", "More information are available in the API reference documentation [here](https://rasterio.readthedocs.io/en/stable/api/rasterio.html#rasterio.open). Note that in some specific cases you will need to preceed a regular `open()` with `rasterio.Env()` to customize `GDAL` for your uses (e.g. caching, color tables, driver options, etc.).\n", "\n", "Note that the filename in general can be any valid URL and even a dataset within some container file (e.g. a variable in Netcdf or HDF5 file). Even object storage (e.g AWS S3) and zip URLs can be considered." ] }, { "cell_type": "markdown", "id": "a2ee4555", "metadata": {}, "source": [ "Let's see a series of simple methods that can be used to access metadata and pixel values" ] }, { "cell_type": "code", "execution_count": 4, "id": "912133af", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset" ] }, { "cell_type": "code", "execution_count": 5, "id": "84b21e2e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'tree_height/geodata_raster/elev.tif'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.name" ] }, { "cell_type": "code", "execution_count": 6, "id": "23c6c765", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'r'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.mode # read-only?" ] }, { "cell_type": "code", "execution_count": 7, "id": "328777dd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.closed # bis still open? you gess what the meaning of dataset.close()" ] }, { "cell_type": "code", "execution_count": 8, "id": "652ccb23", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.count" ] }, { "cell_type": "code", "execution_count": 9, "id": "27f0882b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "BoundingBox(left=6.0, bottom=47.9, right=10.0, top=50.0)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.bounds" ] }, { "cell_type": "code", "execution_count": 10, "id": "3f0a54f5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Affine(0.00025, 0.0, 6.0,\n", " 0.0, -0.00025, 50.0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.transform" ] }, { "cell_type": "code", "execution_count": 11, "id": "0efc01fb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(6.0, 50.0)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.transform * (0,0)" ] }, { "cell_type": "code", "execution_count": 12, "id": "26de21c0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(9.99975, 47.90025)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.transform * (dataset.width-1, dataset.height-1)" ] }, { "cell_type": "code", "execution_count": 13, "id": "a7c5a592", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8399, 15999)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.index(9.99975, 47.90025) # use geographical coords, by long and lat and gives (row,col)" ] }, { "cell_type": "code", "execution_count": 14, "id": "f6dcc7e6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(9.999875, 47.900125)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.xy(8399, 15999) # give geometric coords long and lat, by row and col !" ] }, { "cell_type": "code", "execution_count": 15, "id": "fda77447", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CRS.from_epsg(4326)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.crs" ] }, { "cell_type": "code", "execution_count": 16, "id": "82946317", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8400, 16000)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.shape" ] }, { "cell_type": "code", "execution_count": 17, "id": "0ea7df7f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'driver': 'GTiff',\n", " 'dtype': 'float32',\n", " 'nodata': -9999.0,\n", " 'width': 16000,\n", " 'height': 8400,\n", " 'count': 1,\n", " 'crs': CRS.from_epsg(4326),\n", " 'transform': Affine(0.00025, 0.0, 6.0,\n", " 0.0, -0.00025, 50.0)}" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.meta" ] }, { "cell_type": "code", "execution_count": 18, "id": "5d5309d9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('float32',)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.dtypes" ] }, { "cell_type": "markdown", "id": "7677005a", "metadata": {}, "source": [ "Raster bands can be loaded as a whole thanks to **numpy** " ] }, { "cell_type": "code", "execution_count": 19, "id": "d10d5152", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1,)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.indexes" ] }, { "cell_type": "code", "execution_count": 20, "id": "762ae8fb", "metadata": {}, "outputs": [], "source": [ "band = dataset.read(1) # loads the first band in a numpy array" ] }, { "cell_type": "code", "execution_count": 21, "id": "0c58f181", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 379.93466, 379.93466, -9999. , ..., -9999. ,\n", " -9999. , -9999. ],\n", " [-9999. , -9999. , -9999. , ..., -9999. ,\n", " -9999. , -9999. ],\n", " [-9999. , -9999. , -9999. , ..., -9999. ,\n", " -9999. , -9999. ],\n", " ...,\n", " [ 259.5505 , 259.5505 , 260.30533, ..., 737.22675,\n", " 736.4584 , 736.4584 ],\n", " [-9999. , -9999. , -9999. , ..., 737.5121 ,\n", " 736.75574, 736.75574],\n", " [-9999. , -9999. , -9999. , ..., 738.052 ,\n", " 737.48334, 737.48334]], dtype=float32)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band" ] }, { "cell_type": "code", "execution_count": 22, "id": "d90218d4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "379.93466" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band[0,0]" ] }, { "cell_type": "code", "execution_count": 23, "id": "0211c0cb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "379.93466" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band[0,1] # access by row,col as a matrix" ] }, { "cell_type": "code", "execution_count": 24, "id": "90671176", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(16000, 8400)" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset.width, dataset.height" ] }, { "cell_type": "code", "execution_count": 25, "id": "0edce9ac", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "737.48334" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band[8399,15999]" ] }, { "cell_type": "markdown", "id": "a1273eaa", "metadata": {}, "source": [ "Rasterio includes also some utility methods to show raster data, using `matplotlib` under the hood." ] }, { "cell_type": "code", "execution_count": 26, "id": "be57ba58", "metadata": {}, "outputs": [], "source": [ "import rasterio.plot" ] }, { "cell_type": "code", "execution_count": 27, "id": "035f39ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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nFxUVHZDv3r17PS8vL7SdTjvtNN+3b5+vWrXK27RpU+Y2mj59ug8dOjQ0PHny5FAsn376qaekpPjcuXM9LS3tgO38wgsv+MCBA0PD4d5zb775pg8bNsz37dvnRUVFfsEFF/i7777r7u4tWrQIvSbr1q3zHj16eGFh4QH/G1q2bOkdO3b0Tp06+fjx40PjGzRosF9MDRs2LDPH3r17u7v7hx9+GHru7j5//ny/4IIL3N194sSJfuKJJ3r79u194MCBvmbNmtB89erVCz1v27atr127NjR86qmnhnLYtWuXT5kyxfv06eNpaWn+5JNPhvb70pYvX37AOCDHw9SXan9X62bNmnVo3br1zueee+6/HTt23K8j+dKlS+ucfPLJu1NSUvYADB48eOtzzz13AkB2dvYxb775ZsOxY8eeCLB792778ssvkwDOOuus7ccff3wRQKtWrXZ99dVXtbdu3Vrjq6++qtOlS5cUgL1791p6enp+8brOO++80Ho//fRT7r//frZt20Z+fn6Zh9R5eXls27aNnj17siPvW4ZcdSGXXnl3aPpll11WZr4LFy7kH//4BwC9evViy5YtodMqF198MXXr1qVu3bpkZWWxePFi0tLSQm3nzp3Lxx9/HDoNl5eXx8qVK/nXv/7Fddddx9FHHw3AcccdV+F2T01N5corr6R///77fRK84IILqF27NscffzyNGzdm48aNLFy4kAEDBoRuBX/JJZewYMECbrrpJnJzc9mxYwe1a9emU6dO5OTksGDBgv2OmkpLSkriwgsvBCA9PZ233nrroOMLZ/HixZx55pnccMMNLFiwgEaNGoWdd+HChVx++eXUqFGDJk2a0LNnTz788EPefffdMrfjwewP4eJt1KgRt912G7fddhuLFi3i+uuvZ/To0fsd8RbLyMigsLCQiRMn0rVr1/2mbdu2jR07dnDmmWcCcMUVV/D6668D8M4777B8+fID9oukpCS6dOlC8+aBg/+0tDRWr15Nw4YN+fTTT+nTpw8QOHIqvrtHnz59mD59OjfffDPLli0Lrf+oo44K7dNXXXXVfqeuSu/rJ598Mg888AD3338/c+bMYejQoaSnpzNr1qz95nN37r33XubPn89RRx3FN998EzoKDsfLuGNLcTfgtm3bcvXVV3PRRRexaNEikpKS9ptvypQp+52agrLfcwsXLmTu3Ll07NgRCByhrVy5kh49euzX9rbbbuOPf/wjNWrUOCCmf//73zRr1oxNmzbRp08fUlJSDmhfls8++4y77rqLuXPnVpjvRRddxOWXX07t2rUZN24cQ4YM2e9aUbHyllG7dm0GDx7M4MGDWbNmDbfccgu/+c1v+Prrr0NHYpVV7YvP5MmTv5owYUKjgQMHnnbJJZdsHT58+Jaf/vSne6DsjVbM3ZkxY8aXHTp02F1y/MKFC+slJSWFGtaoUcP37t1r7s5ZZ521/bXXXivzp4fr1q0ben7ttdcyc+ZMOnTowKRJk0KH8oci3G92lLcjlO5LX3rY3XnqqacO+Oc3Z86cQ+6HP3v2bObPn8+sWbMYPXo0n332GRDYGYvVqFGDwsLCsK9DrVq1aNmyJRMnTuTMM88kNTWVefPm8dVXX1He3SJq1aoVird4HQcbXzipqalMmDCBCRMmcPHFF3Pttddy2WWXccwxxxwwb7h83L3M7Xgw+0NZ8dasGXj7LV++nIkTJ/LKK6/Qs2dPhg8fXub6n332WZ555hmuuuoqBgwYwHXXXRfajhW9F8raL7Kzs8O+nm3btmXRokUHLGvfvn2sWLGCunXrsnXr1lDhKq3kdiprX1+8eDETJ07krbfe4tJLL2XYsGEHzPPXv/6VzZs3k5ubG9qXKvoiY/PmzVm7dm1oeN26dfv9k/zkk09o2LDhAUVsy5YtLF68mFdeeSVsHsXD7s4999zDL37xi3JjycnJCZ1i/e6773jjjTeoWbMm/fv3D8XUuHFjBgwYwOLFi+nRowcnnHACGzZsoGnTpmzYsGG/03Xr1q1jwIABTJ48mdNOOy2U77p168rM9/jjjw+NHzZsWOhaTrht1rx5cwoLC8nLy9vvA+qmTZt48cUXmTx5Ms2bN+dvf/sbTZo0KTf3g3Fo13xSPLdKHwfhkksu2T579uyv33vvvc8bNGhQ1K9fv1ZnnnnmT7/44oukDh067Fq7dm3tL774Iglg2rRpoS2WlZW1/fHHH29SfEH33//+d90wqwAgMzOzICcnJ/nTTz+tDbBjx46jPv7449plzbtjxw6aNm3K3r17QxcWAerXr8+OHTsAaNCgAccee2zo2sOLf3uDnmd3qjDfHj16hJaZnZ1No0aNQv8gX331VXbt2sWWLVvIzs6mc+fO+7Xt27cvf/nLX9i7dy8A//nPfygoKOCcc87h+eefD12L2Lp16wHxlrRv3z7Wrl1LVlYWjzzySOgTfXkxz5w5k507d1JQUMArr7zC2WefHZr22GOP0aNHD84++2zGjRtHWlpapb6UVlF84fKBwL2nhgwZwvz585k0aRJfffUVHTt23O/Cbcl8pk2bRlFREZs3b2b+/Pl06dIl7HYMtz9UFO+SJUvo1q0bN9xwAykpKSxdupQJEyYccFRTrGvXrkyYMIGPPvqI1q1bM3ToULp168aSJUs49thjqV+/Pu+//z4AU6dODbXr3bt3mftFOK1bt2bz5s2h4rN3795QcR8zZgxt2rRhypQpXH/99aFl7tu3L3Rk9be//Y2zzjqrzGXPnTuX1NRU7r//fjIzM1m+fDlPPPEEbdu2PWDevLw8GjduTK1atZg3bx7//W/gp2Hq168fdn/s3LkzK1euZNWqVezZs4epU6fSr18/AF5++WW2bNnC/PnzufXWW9m2bVuo3fTp07nwwgsPuK9aWe+5vn378vzzz4di+Oabb9i0adMBsaxatYrVq1ezevVqBg0axNNPP03//v0pKCgI7acFBQXMnTs3dH3u/PPP54UXXgDghRde4OKLLwYCR7YXXHABf/jDH/jZz34WWkfTpk1Dr7u7M3ny5FCbDRs2hOabNWtW2A98/fr1C61zxowZ9OrVCzMjLy+P/v3706NHD3744QfeeOMNZs+ezSWXXFLm0dyhqvZHPsVOPPHEogceeGDTAw88sGnevHlH16hRw5OTk/1Pf/rTf88999zTjzvuuMKOHTuG3lEPP/zw+uHDh/8kJSXlDHe35s2b7543b96X4ZbfrFmzwvHjx68ePHjwqXv27DGAkSNHfpOamrq79LyjR4+ma9eutGjRgvbt24d2pMGDBzNs2DDGjh3LjBkzeOGFF7jxxhvJ37GdVqc2ZuL4/1dhnqNGjeK6664jNTWVo48+OrRTAHTp0oULLriANWvW8MADD9CsWTNWr14d+kd+ww03sHr1ajp16oS7c8IJJzBz5kzOPfdcli5dSkZGBklJSZx//vn8/ve/59prr+XGG2+kbt26LFq0KHR0V1RUxFVXXUVeXh7uzu23307Dhg3DxtypUyeuvfZaunTpEoqj+JTE2WefzUMPPUT37t2pV68ederUCRWmygoX30UXXcSgQYN49dVXeeqpp/j+++/Jycnhd7/73X7tTz/9dB5++GEefPBBZs+efcDyBwwYwKJFi+jQoQNmxiOPPMKJJ54YdjuG2x8qirdu3bpMnDix3KPAtLQ0li5dut+45ORkhg4dytChQ1mxYkVo/IQJExg2bBj16tUjMzOTBg0aAIEL199+++0B+0U4SUlJzJgxg1tvvZW8vDwKCwu57bbbqFWrFs899xyLFy+mfv369OjRgwcffJDf/va31KtXj88++4z09HQaNGiwXyeNko4//nhee+01WrRoEXb9xa688kouuugiMjIySEtLIyUlJbSMrl270q5dO8477zweffTRUJuaNWvy5z//mb59+1JUVMT1119P27Zt+e6777j77rt5++23Ofnkk7nlllv41a9+FXp/TZ06NdSBpKSy3nPNmjVjxYoVdO/ePfR6vPTSSwfdqWDjxo0MGDAACPQAvOKKKzj33HOBQMecoUOHMmHCBH7yk58wffp0AP785z/z5ZdfMnr0aEaPHg0ECnnjxo35y1/+wrXXXssPP/zAeeedF7pEMHbsWGbNmkXNmjU57rjjmDRpUpnxDB06lKuvvppWrVpx3HHH7ffB5dZbbyUrK+uwPiyGU+5drZctW7a6Q4cO31X5WqtQXl7eUQ0aNNi3b98+rrnmmp+cfvrpu0aOHHngx5DDtHz58vQzzjijUm135H1L/aTgoXHdMm/wWmm5ubnccccdvPvuu1W63IrE4g0QD0Ys55Wfnx/6rtLDDz/Mhg0bePLJJyOSU3JycrlHx1Utll+n8sRyXitWrDjgg1Sl72odC5544olGU6ZMabR3715r27btzjvuuKPCYrlz587aX3/99WnFw3v27Kl94oknftOsWbMqL1pHUk5ODldcccVBfZFO4t/s2bP5wx/+QGFhIS1atAj7SVekOoj5I5/D5e4sW7asQ0pKyoo6dersCTdfdT3yiZaq+ITWtWtXdu/e/6zmiy++SPv27Q9ruYcjlj95hqOcYkcs51XVRz779u3bZ/F8Z+tt27Ydk5SUtLu8wiNHxgcffBDtEESkCpR3EBNORb3dPt28eXODffv2Vf3Vpmpi69atxx177LFboh2HiEgs8uCPyR3qL7CWe+RTWFh4w7fffvvct99+G5c/o+3utnHjxmMbN278w6ZNmw741mFBQUH9nTt3JkOgK2npU0QHvZ59RZgF7wlnHx1GxNVHuO+8xLp4zEs5xY5YzauoqIiCgoJQd/iDUe41n3hnZhcDN7v7ORXNm5GR4SVvAHgosuc8TmbLOwMDKfGxvYvvCxZv4jEv5RQ74i2v8q75xN3RzCG6HJgS7SBERBJNwhYfMzsa6AO8HO1YREQSTcx/z6ey3H0ncHyFM4qISJVL2CMfERGJHhUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJOBUfERGJuIQtPmbW0MxmmNnnZrbCzLpHOyYRkURRM9oBRNGTwBx3H2RmScDR0Q5IRCRRJGTxMbNjgB7AtQDuvgfYE82YREQSibl7tGOIODNLA54BlgMdgFzgV+5eUGq+4cBwgCZNmqRPnTq1UuvL376R5KR1gYE66ZUNu1rJz88nOTk52mFUuXjMSznFjnjLKysrK9fdM8qalqjFJwN4H/iZu39gZk8C2939gXBtMjIyPCcnp1Lry57zOJkt7wwMpMTH9s7OziYzMzPaYVS5eMxLOcWOeMvLzMIWn0TtcLAOWOfuHwSHZwCdohiPiEhCScji4+7fAmvNrHVwVG8Cp+BERCQCErLDQdAvgb8Ge7p9DVwX5XhERBJGwhYfd18KlHkuUkREjqyEPO0mIiLRpeIjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRVzPaAUSLma0GdgBFQKG7Z0Q3IhGRxJGwxScoy92/i3YQIiKJRqfdREQk4szdox1DVJjZKuB7wIHx7v5MGfMMB4YDNGnSJH3q1KmVWlf+9o0kJ60LDNRJr2TE1Ut+fj7JycnRDqPKxWNeyil2xFteWVlZueEuaSRy8Wnm7uvNrDHwFvBLd58fbv6MjAzPycmp1Lqy5zxOZss7AwMp8bG9s7OzyczMjHYYVS4e81JOsSPe8jKzsMUnYU+7ufv64N9NwCtAl+hGJCKSOBKy+JhZPTOrX/wcOAf4NLpRiYgkjkTt7dYEeMXMILAN/ubuc6IbkohI4kjI4uPuXwMdoh2HiEiiSsjTbiIiEl0xX3zMrF20YxARkUMT88UHGGdmi83sf82sYbSDERGRisV88XH3s4ArgZOBHDP7m5n1iXJYIiJSjpgvPgDuvhK4H7gL6AmMNbPPzeyS6EYmIiJlifniY2apZjYGWAH0Ai5y9zbB52OiGpyIiJQpHrpa/xl4FrjX3X8oHhm8dc790QtLRETCiYficz7wg7sXAZjZUUAdd9/p7i9GNzQRESlLzJ92A/4F1C0xfHRwnIiIVFPxUHzquHt+8UDw+dFRjEdERCoQD8WnwMw6FQ+YWTrwQznzi4hIlMXDNZ/bgOlmtj443BS4LHrhiIhIRWK++Lj7h2aWArQGDPjc3fdGOSwRESlHzBefoM5ASwL5dDQz3H1ydEMSEZFwYr74mNmLwGnAUqAoONoBFR8RkWoq5osPkAGc4e4e7UBEROTgxENvt0+BE6MdhIiIHLx4OPJpBCw3s8XA7uKR7t4veiGJiEh54qH4jIp2ACIicmhivvi4+7tm1gI43d3/ZWZHAzUOpq2Z1QBygG/c/cIjGaeIiPwo5q/5mNkwYAYwPjjqJGDmQTb/FYGfYhARkQiK+eID3Az8DNgOoR+Wa1xRIzNrDlwAPHdEoxMRkQNYrPdQNrMP3L2rmX3k7h3NrCawxN1TK2g3A/gDUB+4s6zTbmY2HBgO0KRJk/SpU6dWKsb87RtJTloXGKiTXqllVDf5+fkkJydHO4wqF495KafYEW95ZWVl5bp7RlnTYv6aD/Cumd0L1DWzPsD/Aq+V18DMLgQ2uXuumWWGm8/dnwGeAcjIyPDMzLCzlit7zuNktrwzMJAS28W+WHZ2NpXdHtVZPOalnGJHvOZVlng47XY3sBn4BPgF8AZQ0S+Y/gzoZ2argalALzN76UgGKSIiP4r5Ix9330fgZ7SfPYQ29wD3AASPfO5096uORHwiInKgmC8+ZraKwL3c9uPup0YhHBEROQgxX3wI3NutWB3gUuC4g23s7tlAdtWGJCIi5Yn5az7uvqXE4xt3fwLoFe24REQkvJg/8in5E9oEimkGge7TIiJSTcV88QEeL/G8EFgN/E90QhERkYMR88XH3bOiHYOIiByamC8+ZnZHedPd/U+RikVERA5OzBcfAtd4OgOzgsMXAfOBtVGLSEREyhUPxacR0MnddwCY2ShgurvfENWoREQkrJjvag38BNhTYngP0DI6oYiIyMGIhyOfF4HFZvYKgTsdDAAmRzckEREpT8wXH3d/yMz+CZwdHHWdu38UzZhERKR88XDaDeBoYLu7PwmsM7NToh2QiIiEF/PFx8xGAncRvEs1UAvQzyOIiFRjMV98CFzj6QcUALj7enR7HRGRai0eis8eD/wWuAOYWb0oxyMiIhWIh+LzdzMbDzQ0s2HAvziEH5YTEZHIi+nebmZmwDQgBdgOtAb+n7u/FdXARESkXDFdfNzdzWymu6cDKjgiIjEiHk67vW9mnaMdhIiIHLyYPvIJygJuNLPVBHq8GYGDotRwDcysDoGbj9YmsA1muPvICMQqIiLEcPExs5+4+xrgvEo03w30cvd8M6sFLDSzf7r7+1UbpYiIlCVmiw8wk8DdrP9rZv9w94EH2zDYNTs/OFgr+PCqD1FERMoSy9d8rMTzUw+5sVkNM1sKbALecvcPqiowEREpnwUOAmKPmS1x906ln1diOQ2BV4BfuvunpaYNB4YDNGnSJH3q1KmVijV/+0aSk9YFBuqkV2oZ1U1+fj7JycnRDqPKxWNeyil2xFteWVlZue6eUda0WC4+RfzYwaAusLN4EoEza8ccwrJGAgXu/li4eTIyMjwnJ6dSsWbPeZzMlncGBlJic3uXlp2dTWZmZrTDqHLxmJdyih3xlpeZhS0+MXvNx91rVLatmZ0A7HX3bWZWF/g58McqC05ERMoVs8XnMDUFXjCzGgSue/3d3V+PckwiIgkjIYuPu38MdIx2HCIiiSqWe7uJiEiMUvEREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIU/EREZGIS8jiY2Ynm9k8M1thZp+Z2a+iHZOISCKpGe0AoqQQ+LW7LzGz+kCumb3l7sujHZiISCJIyCMfd9/g7kuCz3cAK4CTohuViEjiMHePdgxRZWYtgflAO3ffXmracGA4QJMmTdKnTp1aqXXkb99IctK6wECd9MOItvrIz88nOTk52mFUuXjMSznFjnjLKysrK9fdM8qaltDFx8ySgXeBh9z95fLmzcjI8JycnEqtJ3vO42S2vDMwkBIf2zs7O5vMzMxoh1Hl4jEv5RQ74i0vMwtbfBLytBuAmdUC/gH8taLCIyIiVSshi4+ZGTABWOHuf4p2PCIiiSYhiw/wM+BqoJeZLQ0+zo92UCIiiSIhu1q7+0LAoh2HiEiiSsjiIyIScz4v8Xk5DjouJeppNxERiSIVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTgVHxERiTj9kqmISKyJg181TcgjHzN73sw2mdmn0Y5FRCQRJWTxASYB50Y7CBGRRJWQxcfd5wNbox2HiEiiMvfYPF94uMysJfC6u7crZ57hwHCAJk2apE+dOrVS68rfvpHkpHWBgTrplVpGdZOfn09ycnK0w6hy8ZiXcood5ea1K7fs8dX4f0pWVlauu2eUNU3Fp5ziU1JGRobn5ORUal3Zcx4ns+WdgYEYvThYWnZ2NpmZmdEOo8rFY17KKXaUm1fJTgYlVeP/KWYWtvgk5Gk3ERGJLhUfERGJuIQsPmY2BVgEtDazdWY2NNoxiYgc4HP78RFnEvJLpu5+ebRjEBFJZAl55CMiItGl4iMiIhGn4iMiIhGn4iMiIhGXkB0ORETiRoze4VpHPiIiEnEqPiIiEnE67SYiEi9i6BScjnxERCTiVHxERCTiVHxERCTiVHxERCTi1OFARCQeVfPOByo+IiLVSRz+fEJZdNpNREQiTsVHREQiTqfdRETiXTW8/qMjHxERiTgVHxERibiELT5mdq6ZfWFmX5rZ3dGOR0QkkSTkNR8zqwH8H9AHWAd8aGaz3H15dCMTETnCqsn1n4QsPkAX4Et3/xrAzKYCFwMqPiKSOKJYiBK1+JwErC0xvA7oWnomMxsODA8O5pvZF5VcXyPgu+BSK7mIaqdETnElHvNSTrEjinkdkf9NLcJNSNTiU9ZWPqDsu/szwDOHvTKzHHfPONzlVCfxmBPEZ17KKXbEa15lSdQOB+uAk0sMNwfWRykWEZGEk6jF50PgdDM7xcySgMHArCjHJCKSMBLytJu7F5rZLcCbQA3geXf/7Aiu8rBP3VVD8ZgTxGdeyil2xGteBzD36nGrBRERSRyJetpNRESiSMVHREQiTsWnEszsUjP7zMz2mVlGqWn3BG/Z84WZ9S0xPt3MPglOG2tmFhxf28ymBcd/YGYtS7QZYmYrg48hEcwvzczeN7OlZpZjZl2ORH7RYGa/DMb+mZk9UmJ8rOd1p5m5mTUqMS4mczKzR83sczP72MxeMbOGJabFZE4VScjbfbm7Hof4ANoArYFsIKPE+DOAZUBt4BTgK6BGcNpioDuB7xj9EzgvOP5/gXHB54OBacHnxwFfB/8eG3x+bITym1sivvOB7KrOL0qvWxbwL6B2cLhxnOR1MoHOM/8FGsV6TsA5QM3g8z8Cf4z1nCrIt0Ywl1OBpGCOZ0Q7riP90JFPJbj7Cncv624HFwNT3X23u68CvgS6mFlT4Bh3X+SBvW0y0L9EmxeCz2cAvYOf2voCb7n7Vnf/HngLOPfIZbUfB44JPm/Aj9+Bqsr8ouEm4GF33w3g7puC42M9rzHAb9j/i9Ixm5O7z3X3wuDg+wS+h1ccX0zmVIHQ7b7cfQ9QfLuvuKbiU7XKum3PScHHujLG79cm+IbLA44vZ1mRcBvwqJmtBR4D7ikda6mYKpNfNPwUODt4+uVdM+tcOsagmMnLzPoB37j7slKTYjanUq4ncCQD8ZNTadF8r0dNQn7P52CY2b+AE8uYdJ+7vxquWRnjvJzxlW1z2MrLD+gN3O7u/zCz/wEmAD+vZKxHNI/SKsirJoFTmN2AzsDfzezUcmKsFnlVkNO9BE5THdCsjHExkVPx+8vM7gMKgb9WEF+1yOkwxEKMVU7FJwx3/3klmoW7bc86fjx1UHJ8yTbrzKwmgdNcW4PjM0u1ya5ETGUqLz8zmwz8Kjg4HXiuVKwlY6psfkdEBXndBLwcPDWz2Mz2EbiRY7XOK1xOZtaewLWPZcEzSc2BJcEOIjGZU7FgB5sLgd7B16tkfMWqVU6HISFv96XTblVrFjA42MPmFOB0YLG7bwB2mFm34Pnma4BXS7Qp7sk2CHgn+GZ7EzjHzI41s2MJfLp9M0J5rAd6Bp/3AlaWiLWq8ouGmQTywcx+SuDi7nfEaF7u/om7N3b3lu7eksA/sU7u/m2s5gSBnl/AXUA/d99ZYlLM5lSBxLzdV7R7PMTiAxhA4I2+G9gIvFli2n0Eeq58QbDHTXB8BvBpcNqf+fHuEnUIHF18SaDHzqkl2lwfHP8lcF0E8zsLyCXQ6+YDIP1I5BeF1y0JeCkY5xKgVzzkVSLW1QR7u8VyTsH1rwWWBh/jYj2ng8j5fOA/wfjvi3Y8kXjo9joiIhJxOu0mIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjIiIRp+IjEgPMrMgCdxn/zMyWmdkdZnZUcFpm8I7WF5WY/3Uzy4xWvCIVUfERiQ0/uHuau7cF+hD4XsjIEtPXEfgOjEhMUPERiTEeuBv3cOCWEndoXgbkmVmf6EUmcvBUfERikLt/TeD927jE6AeB+6MTkcihUfERiV373Q3Z3RcAmNnZ0QlH5OCp+IjEoOBPQRQBm0pNeghd+5EYoOIjEmPM7ARgHPBnL3VzRnefS+A3izpEIzaRg6Xf8xGJDXXNbClQi8APrL0I/CnMvA/x408KiFRLuqu1iIhEnE67iYhIxKn4iIhIxKn4iIhIxKn4iIhIxKn4iIhIxKn4iIhIxKn4iIhIxP1/L2v5hvf9DfIAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rasterio.plot.show_hist(band, bins=100)" ] }, { "cell_type": "markdown", "id": "7b5e197f", "metadata": {}, "source": [ "Note that you need to explicity filter out nodata values at read time." ] }, { "cell_type": "code", "execution_count": 31, "id": "ab69dc1a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "masked_array(\n", " data=[[[379.9346618652344, 379.9346618652344, --, ..., --, --, --],\n", " [--, --, --, ..., --, --, --],\n", " [--, --, --, ..., --, --, --],\n", " ...,\n", " [259.5505065917969, 259.5505065917969, 260.3053283691406, ...,\n", " 737.2267456054688, 736.4583740234375, 736.4583740234375],\n", " [--, --, --, ..., 737.5120849609375, 736.7557373046875,\n", " 736.7557373046875],\n", " [--, --, --, ..., 738.052001953125, 737.4833374023438,\n", " 737.4833374023438]]],\n", " mask=[[[False, False, True, ..., True, True, True],\n", " [ True, True, True, ..., True, True, True],\n", " [ True, True, True, ..., True, True, True],\n", " ...,\n", " [False, False, False, ..., False, False, False],\n", " [ True, True, True, ..., False, False, False],\n", " [ True, True, True, ..., False, False, False]]],\n", " fill_value=-9999.0,\n", " dtype=float32)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band = dataset.read(masked=True)\n", "band" ] }, { "cell_type": "code", "execution_count": 32, "id": "7b0b8e38", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rasterio.plot.show_hist(band, bins=100)" ] }, { "cell_type": "markdown", "id": "f7e0fbcb", "metadata": {}, "source": [ "Alternatively (e.g. when raster missing nodata definition, which in practice happens quite often :-)) you need to explicitly mask on your own the input data." ] }, { "cell_type": "code", "execution_count": 33, "id": "cde9f196", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "band = dataset.read()\n", "band_masked = np.ma.masked_array(band, mask=(band == -9999.0)) # mask whatever required\n", "band_masked\n", "rasterio.plot.show_hist(band_masked, bins=100)" ] }, { "cell_type": "markdown", "id": "c7b94042", "metadata": {}, "source": [ "The `rasterio` can package can also read directly multi-bands images. " ] }, { "cell_type": "code", "execution_count": 34, "id": "5acb36e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0...10...20...30...40...50...60...70...80...90...100 - done.\n" ] } ], "source": [ "! gdalbuildvrt -separate /tmp/glad_ard_SVVI.vrt tree_height/geodata_raster/glad_ard_SVVI_m*.tif" ] }, { "cell_type": "code", "execution_count": 35, "id": "06d0b981", "metadata": {}, "outputs": [], "source": [ "multi = rasterio.open('/tmp/glad_ard_SVVI.vrt', mode='r')" ] }, { "cell_type": "code", "execution_count": 36, "id": "80c2cc98", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(3, 8400, 16000)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m = multi.read()\n", "m.shape" ] }, { "cell_type": "markdown", "id": "d8ba6869", "metadata": {}, "source": [ "Note that rasterio uses bands/rows/cols order in managing images, which is not the same of other packages!" ] }, { "cell_type": "code", "execution_count": 37, "id": "458c1262", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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14GHDmr+g6Qvw9GN3E61cQExcHr9s30Qg4sVmsxGJRJBKpbz62d9ZsmAxi+evY+mc8+jprKO/r57GuhYCWj0DThs68VwikaNkZ6SiVM6jKNJDjb8FyyBcOmMOAWsFIp2BFJmJRdMms/V7H/uqDyNIBNJ18cyNyeea2ffy9+9up2mgCalCgUwmw6hMQKnsp6drgLLUfIpKhzi2u48YlQSpLsixpi+5fcFEOoNxXDYxngN97cxfthp7T4j9tQexmFvY9OVhymJvpn3sRwRFCoFBHxWntpOpSuOFz27D4fJx7y2X8O3nmxkOiMhOTiNKIyYHAatKRKLGykvfjSLWglGrx9clpc/nxOaVICDBYrFRNiGVMErsnR4USiXFeQWk56Uz0FBNlF6P2+0hEolQUFjE2PAgj1z9FiPinxGJHej8PqqOHWJMXIxRNwu/dio/1uQRaD5CxfA2zhxtxS4KcH7uBeiTipArdHx69BjlkV0sLW+kV9TPji934vI5eWfPh9hVFlxCgHnJ69Et0NFa3YXTO0bjkIUogwGv18uAeQyFQkFubi6hcJjBgQHOX3EBjfUDhMQOVCoVFosZQQCxWIzDMS7pGQwG+vr7SEpKYuEFD5BqH6C+sYLh4CBSvxSFQoHNZsPv95/dsnu9XsRiMW2dnRTl59HU2oZWqSc+No7KinJ0egO9vb309PRx+VXL6R+4i+hoKbt2HWP/rl2YVl3FJXe/hCJKhLKjAJPRTkFONEqlkrf+8SZpMzJZVZZMQNfC0YMNPPTon1HL1YxZfKQnZSMVQX1DI7f6unD7k5h8kY4vNka4/cYVGBvHWDh7EhdetJq3nvuM/LQYFpaUc+n5szF7Y+lwuLCITPSHlRQsTuGaY7U0HdHxni3CN7tPERZEhD2jqDR63nrlcQaeu5fpCyeQ+uVBBo98g256CerEII/OkROf8zDP/PN1XnjxZUQSePmFl0jNTybGHI0gCCCWs/PgHkzieAJWM4kFMgLqTOSEGTJbuEeVQbImjpT1a9ly/QpEA3JUs88nmOYleVYyAZePYYmeidoiZl2wgp4KJ9EikJd5EIZUCJcFcdpEnN4nZd78DOobrDhsp8kzHuXM3MkI1gEKU4pRSeKo8zbz2uZrWBRThb4sj+5WOc99/zDhcJhByyBDll4CQYG+vn6yZedjqjmEI7KI1u4XUCtUuLxuVi9dimQkjVWFWWzb8TqxmjykUilzckoQzTbS3DXMyPu/kpu2gKcefJmfP/uS/tFD/Ckun00SD0ODZiYaZtNI2//Iqf/ulT6CIGwHtv+/+/wAXhI0RlIzssmep2Dg+2riL5pN5S8bef2VN7n3jke446p/sOvrb5BEbHz+7Gf444IsWbWSKcU6Kho7uPvqu/nsgyeZeKqUavd0Xq95mUAwgEQix6CX0txlRW2zcGL0BHpDFALjGrtYLGIg2EpOdiazFs1g776DpKnl1JwRU/HL/bT1HmPWLCnNVWbUxlg8g2OkpuYwPNJHKBjA77Zx9NA+HAMaSqamUJy2gKC7nu74eMy9AwgoaKj7mKQoFYUZ+YTa65lSPJM6vRmTSEF+Rgq+H3exbPlUqlWpJKVlosutJcZdyszzc1jhieKQr46acCfpE9P44YMfSYktRqOSEh1vIF9ayBXaa0nQ6jkyWEO0WofRFyQhpZBgloRtNV0sWJjGmDXCpKICjh58juvW346z/wTdtbW8fqiSedm/MiH7fHLnm3HtH8Z+CDZ3/srCadOITsjC2deORiYn7PUxaB1Fo1bxUW0nd04Lok+ey6mhXowRN6cHejgeX8mx6ipMMTEMDo0SCARYVLaU1o5qctZeisXfwpA1SDgsUN7cg1yuIjUlleLiQnweN3ffdAcBt4OKQye4cN50To0tYPWyVH4+KSXkOkkoIuHgoZ2cv7KQsQorqogKaWwUba54LhhZRo3qW6yiIQpk8/nJ/jMhtwulTkO0KQ9LJEjQnUiJzohKJ6KxsYFByzDR0SaSkpOx2WxERUVhs9kQiyXIlNGIA1bkcjluh5uL8i7gqR8fAZEYozEau31czgMRkXAYi8UCgMPh4P3nr2Xx3Em0NDejVmvx+/14POOT2+/3CHb7+GQhFosRBIGWtnbC4TAakZxoZQxNtgZcbieCIPDSGy/x3davePutd9n07ZecOVPLiROVCBIxd1/5IN+9+Q0XLV9E2BjLzncepbLTQV1TPVOKC1CplPyyewfLF53PxctW8uO+nWh18PQ/nkIln4hCWklhTgpShYjIWIjV89cz7YJS8lJT2bvjN6RIWXjeBKJjixArUki2lvPkmx9xpmuY1+QiFpTkoq6PxhFSk6vJ4MMvfyIuLo6RkRGe+8sl2OramXfmMKJFE2mO6uRUkhJBEs9QZTfnXa/ml7oENp3exaxZs3jiib8wsXgCnV2dlEwo4onbr2WwsZodbWP097fzUMkKvhtUYezpJFqfwLUzZ/PJ6b2MDEnJ2DeIMq0StTmEeMp0/OYUNAk+hpvciPViUhdlcL2nE9IKSBVAkQ3hwV4Gx3qRxamRoiai/gG5sYQJC2IZ0E9g4OQWihanYo9LILlsCtaGHpyfV/DU7MvQzAhx8UNXoYroyE1Po7KmAUEQCATHv+PRzj6mznbxwg+neGvS+cgzY0lzRGht8VLZNMBkLeTMXkLD18NMSlOT7DOyt7mdK1R5qD1OfEmZ3Jozjzn5BmZf9xC11pkMj7pYUuXC0vYs1UMn/yWn/ttJ//9TBAQRifFJ/PzN50jjFrOv9gwrKu08eO/VNDVVoDYqKJ6cTXePkslzriLQa6PK2skbb33InFmLKcpLos96jOj0JBo6jvJl3yaCoSD5xSV0NrVh84jo62pFlK3BErDhtYmJjopGIVLgi3iIhIKIRVJ2b9+LbcyPPFbD2K4r6RyoQy6X09HRhN3uJOAXMTF9BnH68+jrfxG9wYh/eAiby8qouI6etn5K0tLow0dVVQ1SqYyHb3iB8l8+ZppqlGnKIIZ5EbSuBqqiBHa3WTAeqaHNWMAHv7Zwd3Exitg8SvRRTEu+nG75AR7Z8z1D1iEsMhViiY7br3qQSFcWU+Y6ufO1J/nbU3+l4qtmrlmxjoEj35E3JZOe9kGIDuPoFFFcMoG2wQb8Thkr7HNJzZqEIFKxdOV1bP3ITal3P3FZazjSuJnPtjeRkCxBKw4wZ+ZUGvqHWV2UxNKl19LhtTFS0UFsXAIKpZTRUQsflUNimhtF0MHL99/Jo598SvGCXA6cPkV/fz9SsRi1UsX+Iw1kxrmZOT8Trz2Vypoe9p44RCQiEAh4UUr9yH1KFs5firPjGDZnNAvKlKTlKZmnDTMW6eWaFUbK91iZtfpOTu/bRL8rlqSYe7gpOZWmxHI2bYthk+8DLtSIEApWYR0bJVs2D7W+gerIEGqxlKaOcrIyszCrHXQP9pKXn0//wAAZWVmcrqwkK2cafT3VSKVSrr3+aj7/aiceaxdikYgde36j3FSB2+Nn1qxZ1FSdQqHVIwR8KJWxuJ1DZ69nl8sFWvhhxwHCkTCJiUlYLKOIxdKzpA+cLRYDqFQqPB4PYrGYQecQIbOEBF0KHmyINRJsdgd9vcNcfsXVJKekAyARS/jh++/57dffaGlpIqV0IzMSDXQ0tfPlll0EAgFOVZ46+x4DfZ+TX5gPwPDwMFfddDkL559HyYQc6j7fwdwn/0nCSJiwxktiYgp17V0EPMOEh+spyvXhGNqLWbcA08RYHrk5gZe3/MzBw8f56VAtPiFIKOAnLIx/lhilgqFIhLc/3c+hmy+kx+kjJv8iFt/3GDEmA5JwGFfEg+rit+npHcLtdiOTyYhEIlx24z04XDY6OlrJTayh+JJryD88xjT6Gc1IZUp9D9/1ZjB7qY6RE8d5bM6dmD96iyddO7jswxNkibTEXj4Bwna62kd55ssniDKpmaFZyLr75qAW6ZGmuYk4/AQ+/xFD8lqG4wewBdPJMKjxdJfjlBUTW5qB3VJA+oIFBNx2dv/2Kxu//Jjncq8hqLmSnu4WTpw6zbzJRfSPDAKQl5FAYDBIq2uIhgEz3b98zKTs2zju+QyJV01RXCaDo0GON1dQq1DS/tYQkUiEWCEDr85MdmoWrYNj3Lr0Tm7d9CIpvcPMWXUluakRoqOHefjLd2hu7sEXsnL3yjtp+qD5f+TU//gYhghhipMnYHLMJyk6mrvW3MGhY5vJXbyYQ8dOsWjabGQ+MadaGpg9NZdd7bu44MLzMco1JBtMVFScobY7CqcryJfG70nJjyc+1ohWImJSfBEucQiTMYbmhuPYbSOMjLXgdtuJMWWSoI9HJldSnDOF/MxEsnQFzNpwCTKRAoVCgVKmIlmcQDAQIBB0cqr9CLurnyEjJYf4kvkAyBRy/AMDSGQyrE3DVHQ6MelykYoiuAcHkcmTsUiSqPL5GOkY4+CpagLWaJYbRfhFAmODIbp6xwjqp9HTXkd0pYL9mg85duogPsHLovnLKT9RQfnxM5SIZ7FiehqtQ90sOW8Jb7/5Ngea9vDAe3+ioakWjUZLYV4up09XEa2PQTHSj9GWT1tfLQrlJNyVowztLOdk+SAbrijhiry1aLUO8vQJKA169pe30GOxMrtsBWVGAyFbCzuO/kpCXBkatYayKQWsnJmEx+NBGcyhpbWSNrOVF7bv55ZrLqWtZpC46GiMWhHGoJG5JbOwjnWyvbqPTT8epNdiBr2WsZERsrOzmTihlPvXlHLLylJc9irOnDiDK9gA6jjaukJkiAUmFc2ifnMCCxZfx/aaYwjdIoIWB7MLwuhNgyT2p3FPegCd0MAhSz3bTz7F3rZfsagbOdndyPBQHwqNhisuvoNr19+LoE5nYKib7u5OxIKEk8ePEwqF6GirJBgM4nQ6+f7b7/F7h0EuIxwVj0gQGBjoQy5Vc/L4EbxeL2GfB5/Ph9XaQyAUQKlSIZFIkEjEuFwugqEQAMPDQ0gkYpRaPcDvuwOQSqXIZDKkUilisRi9Xk9ifCIqhYIoVTwjrgEiAiTFJxCnUDA1IwOr1UpTfS3hUIiIEKGttZWqqtNIJBLWb7iJdZc8y0c7DhOJjLu7VCrV7ztaMW6vD7lfoKurC6VKSXR0NLv37uCNN9/h184zJAgCwTQnySUmvvjuJ4xGE5GREGJjHFpZLDFpETxN36BXWUift4CKyjP4/X6cAQ8+nx9jdAxisZhpk6dyxfRFxKsU3HHDQ6zffJJfamLYNCZDqdHhDsto7B+gs9dJQ2Pb2f/DHzWqRx+4g4nFxfT3D/FjaAk3//kHTF31BNuHOLR/N7XZVrzyfSRX/UZizxkkxhpMN52HEKPkW1kMbX0qXAe3Ye/YSl+/i78/9Bf+es9DZK+fQGd3iJBogFC9Hu+3doYUMyE+DbUxhSkrkjm4ex9kLEEapUahl3BiyywaPmuk/NVuzFWVqKSJVIbmkrJSxMp71zCppIjpZTMIhSPkZGZw8xXXct3k61ieMY1wOMxfr/+CpGQ59aEablpzLUXKeTz/8J/JT1uEJxigvLuGtTOmcGPeE0Rpk8mLxNHrhteObyNKkYHV66a524fV48ARlUtyfAzZyZmsWXQ1l+Zd8i859T9+pa+WaLD39CPxKnn967cwur1UttSy+opVzMi6hn9uupudZ6q4cPmf+Prdk4w220iRTaejr52OznpampqIXTKF07WjFBWmoHXqkKq0BBEYw4yGJAyeGLpDnYjFYqQSKW6/l0RNNtkZ8czWrSGrzMmH729HpZzHsa+3MGXxJbR9f4YIYSzebowGI6PmMdRaA4uKr+ZQ45d4+8dnWZlUhiE1gZaGEi683Ur7DydZNG8d1Q3tfLn7PdaW3M6myjdI1cZRTgwRYlnjyeU7qYMZSWuJ9quYft8QGz99k/uX3M7WknSO7/x6/MZFxLxZKxDEfrK8U+k4dYaqubFUN48yJ1xIjbgKa7ATv0NBQqyaA4f2kZyQTELMDOpHj+E06rC4jpOiKMac7yTZ7KVba6WntQul/wg2pQSptIQOdztjI0MoZHIiHj/myh9JDgxj8wn8+Fk1uqgy9GIFHq+N/a1jyBQhFk800R6eSFVVA6dqTzMw2MWq1bP5ZftOLpqg5HinwJC7C11yCfPLUsjMT6X85HEaWnq5/OrraKipRuSNIPhDJMYECJ3IpXR5CplpNhyO9bQ3H0WZokUI2GlRGZkR62SOEEe0oGLmnoW8EP08wWYbEaMBnTiIxCFHoVQgNmewJn0duxSbcMg9pKWlU+rLIcdvQjKUwPWFi9gUdnHg9G40SjUysQyJRIJIBKFQCJlMxpjZjM4UTV9nB7JgBIfDSlRMLoQC+GxWDEYDAZ8flUqF2+1GLBaj1WoJ+H2EQwF8/nErpkwmx+PxIJPJcNnMSKXj2r7X6/29kGvHaIzG63Xj8XjIzcnB7rTjtpkJCxGcLhfN7W0oFUrO9PSjlqvxBDyoFHICXi8ymQyFQg5h8AR87Nl/kEgkwnkzF5CWnc6vu3fgdI5LRBsuXMgri9fxXPVJtu3ej9lsJikpif7+flavfgRZvIgz2ztYuHYSGv8wj/ztefqtY4z1iymcOI+xoTgObr2b6moRO5q2YLXZiY2JI16lpHTqcnJdIp498BFpI4l8OXwCuVSKVqGkd2SEJ3s/RnlSTmZ6PK1dfajVahwOBxKJBJPJhFwmY2JmBt2dw7SO9vDxxs9RKhWcONZNz9Agx71BoiaWMmosBncv0y1DeFWj1LU5UdduZd/pxTy++Gpcegv1JgvG1SsIilrRV/9MTPTdqKQixix+elxKMkbcjPW4yFkRj72hgNSFJkL1o4y29nLedTdi73dhr63EoUxk/sVK1AYNUSIx5SNyVi86n7dffoXSkjeYkDORtMJUfB4/11x9OdVnmtl5uIqdh7eTrDNgNBr5+tDTFE+YRMm0WyhUJ1B013lEtwTYl9lD7+AxAn4RqrgkXqn5OzJREgP6MGqTEUvQgV9qJlqSwpqL0kDlJuzO5IsPtlDfNoy/yUWi/f/m1DyL//iV/oC5n08ObmTX8Gb8w91cN/dGFs+dhbryIIfKv+Gxu+7lumkL6OuvJRRy8thDT3Ks4kckyCG+iP6RUXrbusjIn4I4OoeoRDl33vs0FoeM1NICbO311FgrUSoVREelMjF7BhlpyRgsx2lvPMruind59ZW/kpqWTjB4HLu7mUDLMQRE+EMBumxWJFI1SqUSsUigsmsray+4i4zsXMRiMRKRgNQ2i8+euJ93fjrOtMTpnK7+laKCEuyWIU40f8qwbQS3LozYncYaVQHfjh7AFljBaVcX4Z5fOHNyAKfFyuPb3ydk9hIMBFGpVEwoKKFyVx0is5peVQXdeX2ojvxECZM44xwkHAqj1arQy6PxeEO4XV4UKhW9g4c5f8JfuHPFtUzMvgKPysHRH/9Ova2GhIQijrYcxaeYw6qieew9fJCKhtM4fR70UXp8Ihm7uy3U+ULsrnBjtwaJCTtQi0zMm5VEslGF3ysgGGNoa25nrikJu9PLFVdezoK5U8lITcPqnYzKqOF0bQsINurqy9m15ygZOflMLCohLt7IzNJkVs0oQmOE/acTufCWefSNOukazmSgYzsVjT7CkjTSRtNZsTCb/iY1utEkduR+T/N5NWw58hlNylpi4/QMYCSnOIceeSeuqHZ86iM0VR3C7XbT29PDb/afeP3IO3x84DGe2/EKzd1N6HQ6/KEA82fNw+124Xa7cbvdeL1e/H4/1tFhAMKuce0+JjoKu60bsViMAhOIRPh8PgAiEQG7zYbH40Wp0RMOR9BqdUQEAblcTigUQqfTEQqFUKlUAJjNZgACAR8OhwO/38+Y2UyM0ciQ679czgq5jEAwiMfnxhPwIJFIzr5vKBRi2ZLV5GVOJBgIEA6HWXnJ5UyYPAl/2I5UKv19fBEOnqzjC6eN2zZcwMDAAOFwmLKySayceyUOiYtAV4BZKwsQxCJoqadAZWfArMSgS8HdUUv1L6d5/7iNlzf/gMPah1Kp5P7L7+fZq18lOWUqS9NnMXHyLH7o2kpjazMhrZ6/vPA4NrsVr8tNrC6fM3VN+P0BAoEAMpkMmVTK0OAQG5LzmJk1lY8veZTpccm/jzlAW38FE4oKyE/K5vUjh6mq2cjmPT9RPy+TzSnF7M/Opv7EKJ9Uf8azn72DKnYCxnQddT/8BT7fRoJiAJ0qSCDFwMB3LZTmhhkL2YhZFYUrAYoXJNH9zRA9JxqRvH+UQIOT3sZespbMxjKqwt9USe/RRhRTDMQFzDzy0qOkzo3mjk/ux+lw8NVXX+ESebH1dbNn/352HfwNRAIKSTGRSITmlnqOHdvHL988SjDWTFaJgXcrv2XYW0mIMDExsRyvrSVKrmZB0UVsP74Xz7AIudpAwB+kWDOZvXv301FXg6M5ltHK/YiVenobxFTp/oV1h/8/WOnHxyWRLi9h/cwFxOdG0VLfy4I5ZfhCMwjLXsLc3UWoZwpLzlvN316Zx6h0CG/YjzEqmjRdLNmZhYiRMlBbiV6ZyPQrbqbq0C/oRAL1JytZdN5KLGODTMhMQumahinVR6YvwHcdJ5laMo/eiJw4bREjQj6Z2QqC1jsYGHgKo8HE0FA/EokEpdyISOIhOTWRsExOe68bbUTCo489Rfnhejqbyzne9y3Z6jgGjWbSNHk4BkNkZaaDSIdSqkEfCZGS0ENtaBR0xSi0NcQFozgoqeW8sIom2zBh2zAaDSRk5JNoVGMbcjFx0Xy0HpD66xj0dLFjZACxdRPTJ1xM7chOStPTqWtyo4oyER+vRqNRMSWzlFipCH+Dg+XRSj4Z6OX4kBmP28OpDx/GHQpx8MAODopTSEnWc2LYwozJ+TS1eyjKiqatpx2zQ45Up6cgXc29NzxOSOSj48T33HpjLCLZCn45tIvh0VGevOpy3F1NbN+xHblqJXOzcxm2e1B6pCgVCkYsfVx97QZ8bhFff/k1i0tLCFc5uPHPj7Plq+cpb08gu1CLTJlKoiadrgYH01PyuPvWCagtBr6p2k5rr5UiVQYfnTnOiKyLM42VlE0ooSRzCf62NAp0flrGKtDp9QwO9vFqxdtEKxMQBUS43W4A8vLycA3KEHxOJLGgcgeJjTZRXXUauVgE0nGpJRwO4/f72bD6Mrb/uo11GzbwxcaNeFyDZ6/ZkDcJtdaBz+cb3z3+Tq7BYBCHzYZEIiMmOobhkSEMBgODg4OEw2F0Oi1+vw+NRoMgCHi8PsxmM3/kY+l0Oop10RijDJyqqUYkEhEKC4hF4v+jSUf4fTIJBAIIggdXwEJWcjqjYxauu/pJNlyYz1VXXcIzzz3LB++9j9k6xoI5F/DZZ5/zzoe+szq/TCYnNSePMfMQYyEz+kENgn0fqrw8TGNjdP/8Gw5TJv16MRt/7mbGtAvYvmMj4VAIQRB48q0niVLlkT1rDkkp55GdNBXprDBHDh9BI5PhCIU4b9FViPvbEURK+kQqxMgoSE1G6wwzMQUOD46xq2uEJ6eLic3N5JXV67nu15/pGOrCF4HmlmYOLltNbPpinooN8MZhLxGxlP4xP11hJxVtPu7Rx3IkJoqnvv2YawN21FnTCf96krSn3sTb1oxfG0XGlBR0A35I9iGuseP1y5GsDDGW7ibh9BKspV2IUHLsYA3uToEJV6Zi25rEiDgeX3CUZZeuxRlM4909X6CKVvHqNXfx2oenKU3v4OpZ89n06yHEYjFLsvKZoV1MU3oWzcd2kjljOt//9CvDlQoSfT6GRk/QMtCOPxCgb6CfQCCALdFKj7eJK9evZ3CHlKaxgyyYdx4//bKRzJ90VEsUzLp4MoVSKyd+7sGqUyAc0/1LTv2PJ32fw09xqZYn3n+OV998nZquLn7+4gd+/Ggm/q/dGHMW4S88zZHyv7Fo5WJiRbl0jjQSCgRpbdqOx91Pm3eI+NR4HJZuFMPDNHcEKVg4h4zhdgw6JWVzprIq/XGClbczGE5n8kV/wif9jm7zIN3eIQaHBlHH6ZhZUkggtZLdP3dxxY0P8MOWrxjo7cNqMxMOeWluqGXi5JnU13+K3+fBs/lregfGUyf21xyge7SL3NKZ3DVrFS9+/RUdriFkSshRK5ldnIFCMYJ0VMninBkEbKNYas9wWc5K3j+8G5lUzvqVa6lpOIXXPohDpkMVk0yLawdFaj33XPsQy26fjdXlQC5XsOPU65RmmahtGmPJorVUNh5DLy0kXxUF3lgGzYfoFgdI9iVywRWP4tz6GQUJoOiL4JAsQ6o9QldPHbKAmiiDjnnahVjUR7l82hx2xCs5WTXI5JxMJscJeOwRZs9WoR6ycfjXMBOTJtFnjiM7IZNXTx7AExjhgmULOXBwD5fOmsPDX33DiHmYlPg4/N4w06ctY9vxWubnLqeufit5qYto3ddCWvEC2hs2MTa6mA3TpXz8no3l58/HN6LCPGBgU/WnHDm6m+yMXHKnGTncvYP1U64kHHBi8s0io8rKhMhCPhx5gwMjB4nRxuIIOpBKJWjT9ajck+jrq8XtdtPU3Iw+ZMAutuBr9SGXShGZDDhcXlJTkukbHiUUChEOhwHYtnULUqmUPbt3AyBEgigUCvx+P/bQCUJjIaQyGZFwmFAoRCQSQa/Xo9FoMJvNdHV3IpdLsdlsSKXjRVyv14tSqUSlUmGz2UAkGu82DYWQiMX09/djC3QR1mnPkrtSKsfpdZ+9X2JiYhgaGiIQCKA3mdj+2070Gg1apYEbFt/JV58+AcCmTVtYvHgZzz33PImJUcSZErnx1h5++GELMO4yOnx4DxeujKKz1sLaCy/CfWAEW6IOhaIepyTAlqo2jlV/SVgtxeZSMFbbgsFgwGyxIJVKMdvNeAKnGdpZRbnkA7z+8abB+Lg4Lp28lHqhm5ozR3h0/QMskbv5RhLDlt4Af10+n2AgnhVXJPPZx//k7i838+JRJX9zGcmYM4+/S3J5fd+nVHfV4gtK+fXEIVbP2UCfP8Ax/34mSpMwDDi5qjCOGF8Pk5/fwAUUMaKTEnz7Nsbi4qktXs8lYiOqND3mMR/aCRqGWoaI0eWh9gvYB/pRtIfQuxJojNWxYFIu/3zhff76wyMkRKeTv1nMisWXUVCkJkAaihPDDLW2kJFiwh9WItfOR2Law4c/1HLyaBtutxuJREJFXy/bnc+Q2Z9FUKTkxKbNyJUaLL2dvHC8leiiWAr9sRiioojXe2npMpORX4B5eIyLlizhzaYK/ENB9h/YSbRBi26KQNnwJDQpVfzjzaNc99IStt2xk8ZA3b/k1P940lfIxexvPMbMokk89dLzTIjNwu228sWOLwmMqDhUWU6DeycdPZ0kpWQiVx7BqDeB0kdH0xAL8x5i2R3Z/PTtB5i9qfQP72L+vGIa2lrp6W6nr13BZatmcabDQtCSgSjSzanGcoYMk5ifn0Hrru/RJKRhdnZS3tjHTXc/hdN/M2X5szidW0l/Ty+X6f/GN96/olRKCbmdeL1ufD4/Q6NmgsEgCAId5Rb0xjSajnfjntLF+alT+ep0JwafGX1WPGkGCVNnzuK993+hzPU9vtE8VMZpfN2zG6dvCIfNzqdff0okMk46UyavRxGuR1o1TPaGbN766U0EQUR8jInkxHzC3RIkISvT05ZjHk3k+ovyyY07j2DgBIbmeO48cAtmR4ApKfkoQhVE91Qz7J/KzOlzOPLLVhbMmslUwYk/OoQ+qp92YycpcQq8PiVXFU1gw4VLMIbdbPttM2uXf8zm7W2o8spIbLmFNvNHFKTGcvBEOcUZE5BFTyAsKLmkII/eWBlvvrORJ66+jIsvWERbVR9vv7oR3FM4b+YCRmT99CsHeGHr8xRkpuC1ziUlw8/Ob3pYc8FiZH4fZ8xH0KuLsTrNyEUCUUY9ooiYsvwyYrxRDHblM3eyidgGC9JpKowWPcuj53KstwaVWs3Y6CgdDQ0YopKJjY0jSZ3GkL+PwYFx2SQ6Ooawx8PgyBhSqZQRq51AIACMxyAoFAokEgmBQACLxUJaWjoul+1sUVQkEiGRSAj/XqwVBIGYmJjfC7vW8WsCCARCwPhzNBoNEiGCWCrD4XCgVCrx+/0AGE0mIqEQJlM0UqmE4f4RipNyqetvwelxExH+K3ZjbGwMAJlMRqzRSLvFQmb6BGx2N12eEX7Z9ePZruDXX3+TsbEx1q9by6OP/QmTKRqdTofT6SQuLo74WD0dw/DRe68jcikYkvpx+ca4/oG7EamUDA0PEZFIEFlDZ8fqcrmIRCJEG2MACIcjiEQgF8sQi/3I5XLUeh2HempJzErh0ZseRdfmwp9vZMG9fyKz8yBf7fmRuIIcFsRdRqslyHnnLaanp5dvu39jqOog9918Bzdp7uVwy49UtlTTPzhMfdNhBEWQpfNmYq88wYOSIKKxFOL+9iCBvl3sO9yOZ0I0VopJ7jmNauVk3tn4JUn6aC5avwqxOI6EKSoC3Vo8U+vwd/ejz12IKMGBqjdEyG5Bk+SlLKeQyuY6zA4lp7r/yeypFzClM4q22E563U56bV3oDAZckUZ+rvyOOdNzOdPZR1aUAWOClD5LGJVai8PhIDclDmdUHCXxt1LhHyE2QYtCCXIJBIMBvCEFzz15FT/u6GG0b4BjW7/h/tlvsD0A7duasSXY8Abk3L79QcK/CYyOjDIisXP7mltoqAb2/c+c+h9P+hEJDNtcHD/1E6boKAaaO9FF6zh9sh57jJfqliMkpiSSnJRJYsYkUlL09NrBIJWydvplhP1jtO5z01DfyeigmUkp0zly9FdiJX6yhThEkk5WpmWTNsnDi9VZXFuaRc3waSYV55E+5RIeCuby+r5X6OrqQiwW02mbzbx5Fk7V7eeqG++ksamBH/2P43fbMBgNOO0hAoEgYrGYuLgYnD4NMXoda0tuwKxXESf7kXZfFcPNQ0RUcUSne7hg3SNEj+1jbMhHYCiELCTGH5fEe3Wf4nS5iNOm4lHYSNUZcCAlOikdmcTMQFUiQ/5qqr5uJL9gChazBY1czJzZqaRqI5j1qSTYJtIpOUxLhYTu5GZyU6RUj9WyunAiX1eeQCezIBGFiJ2eT0NjNycPOYhI3Rw8uY1rZs9gR0MTkbDAsZN15CalcubMr2iL9JikXtptQXJSorGY5hNSJSENKDjQvJFBSyuTC3LI0ycxTWHg+6YOzK3DDKfF8ex793PxZTfjl6dgt+rJkMQysW86stlxFJWmcXJITf6i9Qx2dVD+6zamZuawdeszNKTM4Y6HbuChx68mJKgJC1vw+t2kJxRSfbqaq8suZeXDN/LOS4+SJY/hmimL+Sjqfb5o2IghSs1Kz53s8lz5XxeWSILHO8rkyQtpa2zG7rShUCgIBAI4nY6z7pZQKITNZkMmkxEKhc765sPhMOFwmKycHNpb25BIxITD4XGyD4eJRCIoFAoEQUClUmG32wmFwghCBJlUBiIxCoUMl9uLiAgOx3jUg1wYnyTGnT4SZDIZTrudqCgDgYCfgYExfD4f0fooANLjTHQOjyGTyQiHwiiVSlzu8Uyanp4eANr7O7FbbYTNelYsXc72ndsRi8W0t7djMkWxcK4WqVRKclICqampuFxOJk1bwKyMJXQP5aFwQ8Xu44y6bLSZY1k77wG+PPgifr+fkhmL6aov/12CEgiFQgSDQUKhMFKpinDYR0JCAqPDw+M+9UAAh83G4lkz2HvkGAq7wPyMWFSrHiXO6WCkXsSq0ul0BhT0/byHMVGYZH8ArzYRk2eIsitv4INtn3DiVDv5+bEkJKTTNzDKBS11+FVJxMsdjMxcyUtbvmVZSjyF5RKSlyzjqeee5uDFr6KaWEj/b70EHRbE1ceRdA7TUHeSSY9/RE8vuI92YazvRDFRgt2lJmrkCI70aYx84WF16UTmzJ7BHc89TXX9CdKVasyjzSy98jbee3czdpuDmdMmU93QyPoHrmTdRYuoONVEuiyWxwvSqTck8nNCB8Njdjq7h2gZGSVWvIBb776UR1/agM0yyt23XcM0rZFTVX1kGnJ4+/09rLvoInr7B/niRB0XLxKjbFOhVyRS3VfP1999S0d3JwDR0dFUlp/guqNHKMiY+y859T+e9B0uGxqnifyUPJSxajyKlTjtJ5g/az1t3QexOJwoBAWrN1xNZvFEjDIVH3/6NL19PWwe+Bi7fxCDKZqOllZMRj3WkXokxgspkzcjzkrgw30/cfGzH3LrjX8mPzOG8AQPko3N2NILcZ08TqfdTmnZpfTZvyM/IYGq3x6lUePE3GOnoLiY/NwNnDj0NgICgRErWk1wfMUnEmhubgBEGCfks/n0FtYsW0TR5Hh2bLKRO7eI85Mm49jxHj1nTJzp62PpRVezpsjFm62ttPd9g8frZc60y5iVN48DPdt5dMLVPLLzr8jCfvr7mqgzt6BUK1GHdHR2tHHp8vV8/vPXzExajUVdzTyllFEn6AYz6ZQPktTWQtqESxgq9ZODg4xgHkWl+RxrdjM0NILOlIs6SkJ0b4iExDw2HzuJNSSitKSQ1XOSGRsWoQp7iAQszL0wke9/GWbncStjwUNEwiq2HxuitVVg4nQFvS3t7G5s4Xj3EAa5lhsuuYut9VtQjeoZHnYxUVWIrmUqX3U8zlOXppGlXcwzP3yHsTgLz5ibdWWLiB/1U9vXg9nfg2/UzMnyC4mJKUAZmYhY1El6Wjb2eitPXPp3hht9eKIbaZQ2s3P0IFs/3oRbEyAtvojdJ3ey+sbrMP5gZGxsvKM2LrUIr7WXOVfcQOLxOmJ1bj7+5KPxDCSJBG1UFE6b7ex1GAgEUKvVBH4viAqCgEgsprW5GZls3OEjlYgJRwSCwSByuRyJRIpUpiI+3kRLSwsmUzQWi5lwJIwIAZAhIoJOp8Pn8xEMBkmMicXssON0Osc1+1AIjUaN2TyGz6c5Ow5ldBRlmny0oXxGnHtJTUzC5XWRrDaQkFdEzaFT9PnHs1kctvFGLw8dDPeOy0KCIDBj5kwumpfCqjXX4B8d4Nprr2TxeUvZufNXVIZsVHVtzASefecnDm3fRlx8MbrsCZQf+PVsHlF9+X50Gh1KpYJAIEhsTCx9/X1IpCIikfHuYq/HhSCCgvwCslOy+G3fDjb/9DNl+VNgKIBb7ODrfz7JuhuewN3hRDJDR2AwyNuN/TycGiZhwZ/o6W5jf38TB08cZWjEilbnp7e/D5/Xy1KthnbnGPukAnNl88lpg4+72/jOOkJx2yj/PP8fTM8sINhWiWjyUnqnTaH8q5e4e2mYk4dLSeo+TetPJ7CPbeXkMCyPL8O9sY22wkLmLx/j9psuZ8aUicSNJbEqbhYFvtlceF06/jM9jGlWceU79zM7dRKOTIENWUUMjlrJSE9k4fQSDh8tR59VSrM2nVTTNdw9QcIp12FeevkFppbM43SFlz+9sIJwOMTfH3icOUvL2H1CwbqlCcSNVPBmywiH9xxjdHSMMALXfrgen9/LnIylvHXhK0SiPVx8wy2kJ2ex9PzF+E762Nm7h11HN/1LTv2Pd+8IEYEVi5Yx6jDz4tMfMalQiYEupk1fRVgaJD6tBKlajzBko/l0A0MxGpKy8tEqVWQUp/Dosy9x1803o9Vq0RriUErkqHu/pdHhZXdbDXfeezsmUwqD5jaW3ziNmoYxNvfYef+zz9h6+jDRsy6mIKOQBYVLKSvNJsZho7HqDF7bMFVVJ2hr/43i819FrlCQs/BaJs9ciVgsRhcVQ5RpLSDQ3dnLivWr6Ris4sk3dpE5Rc/UWSZizL8wLy6O2fYDTJ1yLUOdw3QlT2UgYkEkEsjPy8QVHGFH1WdcvPQewoM+9G4lRq+bgeFBFEoFCGC3Wegb7KBmoJEJhXk8/cUDGLKycA9k4crQYnb30NDxOXXWLn7Y+zL9tWY6h6zMMen49NvfOHV0J/PSElBFiZHJtNxz0zXsObQHW1hEbFwsc4rn0XP0BNOX2FizYpj59/2NX/bHkJEzh8kl8xhxC1Q2Sjh2pgEnnTQ1WvitpYlcUx4lOVO5ac0NyJUh/vTnd/joy1e4KfZK0tJTeKXlSfyxJt5uOMTr+/7BNFsJ+VlT+eXrt6k61cKqlVcSLzaiVWiZFV5DZ9PX3HTenQQ9J7lf9yBZ1gcoKRsh3T+PHE0uMX4jT03ZyGUXfUV60iyyMlLBMy6HHfecxGaznS3E+mw92Ow2hPIT3HXr9dx86aPccd91zJw1h5WXXI3NbEan0yGRSFAoFIhEorOplMD4qv53KScYDOLxeAABv99/dlcQRIKY6bS0tACg1WqBcQ9+OBI623TkcDgIBscXC4MjIyQmJiISiZDJ5UilUpxOF4IgoFYrkcukaFQGvI4Q8qhMrlj8MB+9/wllpTOZm7eWR5a9x9Tc+7jp0Y9IS0pHJBKNpz6qlAhKgaAgJSkpBUEQiDIamb7sMpyeGOSqJJw+N52dnbz++lsMdzWwvf8o/tQY6tqasAlhChMysVqrEXTjE6dCrmDOpOUUTptFJBIhFAqhVClJTUwkPjaGSCRCJBLBZneM21JdLmpbqrl+3ZPI5DLuWnohyyUyMopSuLFoImKJm9eafqF5yIrBMIZPpoKCa9GmDeBoq8dk0jLYU4fbP8ra1ReQLQuzcGIKDzjtXOIRsdCoYp58BwUXirnrhmvJ0mUzEGzgnofvZp3UxcBYF1G2ZnICFcQm+BjNnM0Hrj58q5ciG9iMp7mGxp6jvL91K506McZoMx9/MYG/33gj/v4O9h3di9Zr4+ELl3CiooPX60+xq/p9bH4RJ/qaWblgHROCSQwNDRH0+dj21THUahML553HGYmYrfad7Pn2K/Lz8hBJwuRGZ3Djk/Po7evl9ZfeZeLUGbz7xRc0NQ7QMdCBadJCVPponvnza5w/6zY2rLiElrYW0qM1dJtPoxseYf+hPQAUpi9EjISfmrcSiYT+Hzn1P36lL0bMtj27KckuxdjVyEVJ+Sy/6n6y21vQK3RkxKiQF89hdKSLY8d/pePTp1m5fg1/f/cL5mSn88q7r3Nk927SErV4xTraBobx2l1Mz/LQ1drIxq+cJJtiyYoOkjM5lcaT6ay5YDnF+rkU5GaxteI9bP7ZpJVEGByy0WRuZmJ+JsRMZOuhU9x6/fVUltcwY9319NlGKZj/GBUnfyEiSPH66omNjcNisVJRWcFYRzldfd0cF1uJUbpJ6d1Pm7iUfbX1/HJ4Mx6vfzyrJRImuzAZ85iFYHCUizNvovHQL9Q4fQQDMrIzogjGqRGLdSTI+tHGT0EacSIOuDCa0ti7I8zez6tI0g+yIOsmVBOLqG/Ko8s8wqKyDQQ7FGw+/B2zCxdisR5iWkEePrkHt89PdUMlcTFG4mJjmVGygRi1hab649xxawoieRiZfgOjbXvRmjrpcqWxf+dhUowGMtJEHDo1Hiy299I/8ZfyNwgGklhSuoAXf3qN2ZMWc2NWKaGuMPK8GBTxNlbFTqJ/LI7TZ36kVDSfzkAl5p3VTF+aj64vhUfe+DMiwUhiVhZqrUB9dyM22RdcVXIDb1U8SUbBHZT1zaI+7Sf8Q7G0NX5K/2ASD9/0CFe//CSBgQB2RxsikYidv/2ASh+HUSrF57Wii4rG6XBS29fE0afuQxoM8eZf/0HvmTZuEs1moKyO8tMVKBTy8Z2bRILs90apP7pj/1h1jxM+uD0+DAYDDodj3AETDmPz/FfiiMViQSQSna0P/CF3wHgHbjgcJhQJMzg4iEwmI0qvxzo2XleQSCR4PD4iAtjsZqLDYWyCm6+2PEOSNQ6Z3ECPt4MeVTXD9fVI27S4POPjiI+Pp7+vD6vNzqj5GFLZeGT1xevWcenlt7FixXLCAmhUSupqa9FoNLTW13LZkmsxN1kxqFRkxU0jMS+HGdk3UD9hJ2+88xSPPvgSh/btxBvwcce6J9ly5AO6urowREXR1Np69nOLRCK0UTpyIufjj63mgccuZsxZQ4bgZZ/dzZ6T+9HKJ9Cwo5ayhGgOHzzBRWUTOLjzVy6fMhtZg53sCyYj9it4PUVAM3ciNT0RZmrhYFsXnhQH0vRifm2pJ9OViPNII3OEIVylRWyv3E19YwP1qTPIvXQ+toIc9N54CnsPEBtWcOuaPGJTpjCa4UJS3scibS6T0j2kLoinorucgqiJ5GLjzuWXc3z0NLZkAyO9XXRbfHh9Xvp8XYSEMB6Phx17t7AFFXqNlqS4NPxWL+tn5dNQc4gfjlYik0sx2uCt6z7k6ouvxKl0keYtBWDjV5sJBvux2cxIJDriVUl8daKa4f5uPv5uI/tOt6HVjCCVyugdGCAiM/Bd3WESM5OQSqUcPrOVVEssqdmpDPT3EqWPwe4Y+x859d96XOL/N5CIxcKiaeexfM4k5sXk8P7xA9jCAnOT51PRd4LaztPMnrKcoZZadlbvJxIRSM3KQC2Ts2zFIg43D7I2ZxZSjZ93vv6Cnu5WRIBYJEIskYAgcNH9nzMjx0NvWzczyi7gkUcv4eL8y2n3NGDMNDA4nEnfyC94HDaMxmhcLhfR3vkkF/Wi0hQw/8pLefOxa7Hqp7Ny9So+eOIyBFk2hhgjYVcLU8rWU19fR9pELaOtrUyKO4/U9F5m1JwhkLSSu8u/JzElk8TYeMyd/cTI85iwSIM7pKC5pR6TwYjN4aVnoJ+gx4ZMpuaCVWuoPHWIyQmTUck9FGdeTFTGGK9/+gn+ES2GqBCJfli+/jZSjNNotfzCKWstKeF83PJe8r1pdKRMw2P7nk8+24hILuHq6+7mpy8/JiQRk5dazML0R/D2vMayh9OICyUybKtmx5ZoZt8Wx/uv7aXPbEeGwMrFxeRpEth7woxFsDAnZCJmdjSPfLiRBcWTqW3sJz0nm+zoDE51BUhUeElMKmb2TbMxd2ip/+1rOgNNPHPFs5h7mvm05TdUogCCLJq5ZdfxxgdXotNo6B3sw+nysHL5eZw6UYtUq2C4fxCJXIJcIiW9MI/K48cpKpyFzd7JzVc8Soe9kb76KmaWrOJkxwEa6+vJTs7lLw+9zMefPkBYkGJMLeCyy9aTZSwgULUFm2Qa1z9zPQOjZjTSCEWZU4jJS2Lblm8JBAKEQqGz7pk/stz/wH9//If+/0eB12AwYLVaz75WKpGMO3N+j9z+w2oplytwuZzjIW8eDxqNBrvdjk6nG29aEksQhAhJSUnkOYJY0lOZWvw8roFn2F1fR1JSJvUNp5BKpWcLrGetnMgJisZ3FfHx8QwPj/cb6PV6jhw5wMsvPs/k4ilMdGrRrFvJ6w8/wryZi6g83M71L95D3Z5t1LSV8+vevcQlpnDjTZ9wYtsvXHRlMdfedilSiRR/IIDP6yMcCSOWSFCrVKycdjF3Zl1N3LIoRhRhek7aOV31IrmufgaTMmi0BGkbHeXtidHoky/EXHec45NnsNQj49eRftac3ov6zQdofGE3pc/dy99fe5W2jnZq6ht47NKVmL1Gvj30K5dKCnmxfTuzi6YgNYo5XdOEVqNl4/r7iMih8JJM2r77kTmzHkKyQEXN3hayG45S0z1KxjwPm94ZoS0+ilf+/jhvb9nBrhMHidbpuSx7ITd/9CTtW/by91ee4UhLO3VDzXi9XlQqFX6fDwFQq/XIpSJ0aimP3307jUPdfPDhZsKREHq9AavVRWysARAxMDBAYeEE+vo6SUqIJRIR6O0dwWDSkZuQy5m2qvHYjt9RNm0Wl1+0infffIuQDBTiIBKpibbutrO1pKysbCBCR0cn4XD4lCAIU/+vnPofL++oVXrOw0DvqW7OWBw0DDVQ31bB4c7vqGs5jthpRidEMIcMPPTAc0SbjEyZOR2ZDwo8U9GECyiZO5vdx4/gsVvh90lOKpOh0+k47/wlbJhsJFE6he++3EjLT92YEpOZNG8ycWmxGJJMLJ6cw5w5G9DpjIRDEXp6upGIHVj8QTpamvnq63cI+pzEJ5vYu/ElDNpoZMIgEf8wUVF65IFBppQZuWDKOu64/Aqef+dyCvW5tEeX0Dcxk+gYA4P9nfhcdkqyJ5Ecn0/mYCrzFQUEHF5mzJyD32MlL9nArIlxZKel4extJVcbTUp6LgPDXroPbeO3g7/i8AYY8TdiioKokmh+qv+RZ3+7m+qRBrKTdBgc0cijtEQKbezb+ySCOEh+bgkFqZPoajuNShnFilnXcXNxOuLI8yRNiFBU8hQ+6QhBcysKo5oP3z5A1+AwPT092NweJOIQmjgPUbL5uDztfGtrYESTyGWLz8fp8eAQ+5k0NRNTTw4l0RHiTDIaXe08dt99dFV8xaRVJWTlTKTpSB07LVXcc+Pj6AUJBZOmoRw7g8qYQUtHOyZVJkZtKgPdPXjDbgIBHwqtHJfHhcagY/q0RaRn5dLZdRqFSERPfzVpmXk0tHfy/f6vIV7PRXMu57Fr78Y73EVVcx+evjh8Pj85VQ2c/L4cv3gR3X1DqLQqUrLT8YfDKGN0/Pzj5vEclNjxTkdBEIiKGi+mntX0pdKzxd4/Djv5I1ZBJpNhs407fNKzss7WBEQi0dkCsFwuH2/ok4zfln6/H0EQsFqtZy2dKpUKRBARBFwuB3sdw7R2NGLQHWNXVTVj5lEam84gCMJZwv9jvAqFgpA4dHY8IyMjwPiEMKskh4H+du6//xJuKI0i6fwZpMjkTJ1fBl0DHOz5nr7aZlxiObuOHEatNJEvnU2kx86ItZ5TDfVMnlxGflY2ZVOmUlZWiEajRCKVEgz4WTVnNcb5cpytGl5//xUOd/yELr6UYX82IkUZR+rquCShkDbPPP701Tc83DfMhvlZDE9J4ZvjO3nCNsKjD25hs8nNnX9+FHlTE3OVqYRCITYfqSInN4eMhCjKsjUUZxdwtOEUFWfqxw9aiYTJmy5GP2UBIrtAyerL8dvjsTQN0N1YgO3nk5immaiKzCJ69gSc1hG++u57Nm37gv6BXuxdTRTHFjB3ymxuefkRQso4HphYQnFMNovzZ3LP2ou5c+pK9Go1IsJEawSmTspiy75DlJ88hUYjZfLkfFJTk7j7/ufITU9FsPuRSCTYbGNMLJ2OUiWjraObZRnXUlBcRHnjCWbOnDHOVVIpGo2G9/70T+KSipk9cQ6ZSfFMmTSfjJz0s8YCk8k0fl1pdJhMpn/Jqf/xpO8LuNgVqmLRZXMIuBqJiZfR09PLvpOVSCzZiGVy6vsOM3tyOgqZkrWLF2JKm0ZM2pV8evQDYnxdjIwNk5UyEZlMRUxM9PhNiUB6ciK3XbSOBx64kcQ0D2tnFrO18UXCrlFe3/IKPx+poPyYC77+kK0/vEt7ewutbU2s2XAVs9YVUtNQy4R112BrbUeq05Edk8Alt72NWCRHplNgH+tmaHCQ043VqNV6mivKaR3rYNOjv6EyS9kd9PDTsYNoDfGkJ6VTJF/MYKSZNvNhtnXLOdi6n5TMHD797DMyYwVWXHQBZbmLkLh1lEzIJCOtjDSNkZUXRlE2YwImjZKshDSiovTUDIywo7yC/qFhZF6o3XMIRUMix/s8vP3BB/T0BHjvrzdTOHkOMTopRr2J7u4eSidN4PCxX4jVjmHInkN29NM4a17k5/0nePIHB8NSFyKlhNQkPc/ens30WZcyTzSJaSWTcI5tZFluNjNMUbQePEr3wCgPXn8fDpeZ3KwJ2I3dDDua6PB0UVP9Ix5HL/MLVqGVyykNLsS90ESaLo0PNz1N/vTFHNmyi44DCaRG5pGRn8PLG95hbuIttPWPIpNrxyMOkDF/zkWUxCzk+MG9TJsxl5hYE/kZsdj8Fk4cPQkeMRGpkasffAylT8w9bz7DnS/ch8XhILM0C+tgH3uCsVQFjvPMd3/n/ldvpbGxHrfFgiCK0NnVhZJxv/3Q0H+Fp02dOhWdRo9eP/5z3qLzSI9PZ+b0eeh0uvGDV/R65HLFWUePRCKhq328W1Iul52tEfwh+/whGQH4fy/u/gGNRnN2YilJmUco/EfTlha3ZR9Wp+33vzW+k/3j5DEAhUJ2dhKQSqUEg+MOM4AEQwpvvPI6M+dmM9DXwivfbyY9bhKeRgMTsvIQorqRiT2MdB7G5BnCZrNx7ap1iKI8DI19TVasjp7W02ikcnTGOD5540teefIzYmLikEokmEwxfLDzVSpaG+nQjbLr8M8MD7ZxtL6CssnTKZ15HtHR0YRTCrErUik7/wIcPg++qn4e//Mj5MpgiVTJ9XOyeOTyZSwO9vG3+5dQNncpIkFGQ2cnD770Vz65ZAMpebPJT0knOyMdrVY73h+h0xIxTEUjbydamUxHUMnL5e/z3OYt2IsG8F64nHdPtfLEWx/xeV01gUQl3s4T3JEeRU5iAjfpDZw0tiK1dTLd34bVfpwzyclkJWexbMkKbkl4ksPmXs7XmphdmEVuegq5BgNms5nLCuZQnJ+F1KfkxsVzKDYJuIeH+PjFj1mw4DxGR0eZNWMlV8x7GI1Czb7uL5HLFdy8/nryUycwe948xGIxGrWWg0cO8eTf7uFg43HuvvteLpw8DaVHgk6toqCggCUL5tHT043gdpGTk/MvOfU/nvRFIvDJZFTWDPFz2wijFj9SqYxQwAsGEa0jo5RXt/Hljx8SGe3jUGUNn7/8GF2Wb4lPjSExI47AWBdzpsrQGpRYrTZKSqexbvUqCmPTaCs/hs1ho8ZiIEwMZdNWoo1O4qEH/8byC69hZKSRnrwkvt/yPXc89gwyiYTEgjwSJ6/kipWXsfmf96IgE6XSwGxRKs1Dg6RGGcjKzEKn1xMRIihUMGo3siCjiI7mVn5o+JJH9n9DTXMDudEaZs9cgIwQCbosxqx6pPFOdAWdWBV+FsydyMP33URq7ETqdp1A4/Jy76V3IdUWUtvnJyp3If02OYfH9jA51kRfbztiWQS5ElwuH32twwz2VaLQW9hV/jojrl1oFBq+/uUHtp7o4Nm/Pcmy6YvJTithwZwLWDI3m/svH2K0sABFlo0x1ed8vPcYH2/uID9tAtKRWtZPVnHtqpVcfs+HvHjtVWii1jD61QScQSfvHqimMLGUzHAiwagELH1Bpk4tIzZqIcb56aTNKGXUZuWJ9Q9w07p72HX6e+gXI4h3obZEqG46Tc3+aqz+2Txc9iif9z1AengBV8y5hT2D3+O3DmCSJKGwyyjIL2KOaibXlz5HftmfWKG7gzlFC3CMuLGHg8RFazm6ZztqUwKpogzeuOVpuusSkWj09Pf1sUhYjscToLKuirb2MY4ePs3mXzfjD/kJBkM4bFYmlV2KYyQRtVqPTpGMRCJF/rtP3++LcFfuY9hsNmw2G7v37sY55mR0YASRSIIxIXfcc6/WnSXYs84fkQiXa7ypSiKREAwGf8/4EeFyuZDL5WcJe/w+EJ3V9hVyBSJpEJfLhUIqxeV0sb2yc7ywD4hEYtQq1dn3gvEoCKlEenZnAWAwJgKg10Wxt7yGro4AJ34e5K0fT9HT1YCl+VfOVO5lT0snPcN2Os02DtadZOmciQxYzCTHSugZ7eC2G9exND8Ru22Mu1ffQpRLwonWToL+ELOmzUYsFhPSKBgcsSDqPsK66SvYXXkYr0JF8gwZTU0b0ev1REf76PP0E6WTE5eaTk9NBDd+HDIFsunpbGmqRnH6NKvvvB2p38ScLA03XXMnN62/mUWzZ3AkACPV27lq9Xw2XHzh2Tjri5Jz0GsG0aQXYolPYMfB7Xy6/UNm13YT/OIvaHNMXDk5nn9evYru7m5KTTpuuvM+5m+Yw4u3rkW1fia6vVu588JLeLXaxoa11/P5ls8oyoqh292LO6eWlsEW5AVlTFakkByVza9Ha9D7QjgSJ2G3uikzJXP4dA0/7v4VjxCkxlXPoUP7CIVCjAzWkVyk4rfnv8UTdNPc0EjJnCls2fEtOr2ewsJCHnngMY4frePC5Tfw8V83IQkb+dE3H1v3CDK5DJ/Py2+/7UKn02E2m0mI1f9LTv2PL+SGQhFWJi5ErTWQnVBIeVM/KoWEoFRDy9CB8RAsiZR1qy9ietFM4nSZvPPze/i8PqaVXExCvI8pEyaz581H0cviENFBV1sz55dMRXThLMwSgXnLrTx73wpSoxKZuP4ClhVE890PX3Bw/zbc/ghl9zxOQXoBzxz7AJfHi6WhhbG2Jo4fOIjX5+SiK0o4+pubn3b/xOGerSQlJBAasCKEw5y/ZB333nAFTaf1dJ2s5VRtG06nG7FEyoq5lzDgbiHFEoNIY8SqcmDMHCZNVEgo4qbJrUNWWYM+JocF2X5OqvV8ceIwt+hSufjWS9my6T1+3Apb9n3DHTefR63Pzt3LL+XQ4Z9pC/nR5qWSFBtFY6MRY7Ke1pExhgar0MkVpGq1vPHWC0yZPJfpUwsY2NbFn59cQeNPO9hXnolpohK1R8JTH36IPi6Bm9ZN5NYNOn59LhbH4CgqZ4hnX65gRcEMBlx9mJ315BbcTUX5E/xj92ekRcdwyZ0P8/3hbSxfcy2JBW5W5i8m1bKelpV9HN/VysQEKScG7cg8g7yx/SvmyUUMu3vJzEinNLoHRydkJU9nSNhGYI+FA65yZpRcwxvuD2jsPIY3XsDpGmTvj09zR/YLWKfk8ODmP/HGrR+zqe5jzpyp573HdzF1RTKyrTIac3wknxTxou0kLdVipubOpuCKIlJSsvH3GZmmmMcR9pCdXUDFmZMkpWeT7C1BqyljQPDw9z+/yc7KfTS1fUFwOBuLrYnd1i3/x7m5LqkLc48ZlVKLw9mOIUqH1Tr2X+fa/rfMfJFIhEStI+J1nZWEQqEQTpfrrAwJ44Q/Hp6mwGW3IxZLQDGKQiFHJVURn5RIU0vj2ZV9MDB+dqpSocHrcyGRSDAYjNx++x3kFRfx3udfceTXbSwsncm+8t20DzTx2BOPExWlR6VQsunNN2gctNA7oEYQZCzOXszYqI+GjipWZl6JQ1TDsN1KxC3m6muv54f9B3CKuylLmMgzn73OUtvFvPzcgyQnJ5EYHcfp6kqG+y3EFplA78TRP0ppTCwblkzn45/PUN3YwGDAw64zDVQ2lpPUqScrPY/ynm08cPtd+GsPMmNiOjEVh4gfCvBdv5jp0hJi57cxz3GUydMvZt3Gw8x89zWqE+P55OvvkSXFjdtSk3O5b/nlWGNiqPptN7PnFTBcV4XV6iBbHUdcTAr1u4K41dFYInD/LVezpjiDTx7dz8VPLqTl+DeUh3IoDnq45fOP8BBhOBBm9qzpkBFg62e/caS2kvsWLOSzmlOUakwkS/2sLJzAWPcQn3zxOhMmbOBk1y/kpE7i6vPn8OtJOS+9+CrxcbEMDg3z/U+bePTqu1CbZKw8fwX7du/jb/94gnvuuI8PPnkPkUiC2qvnlafeQlMYQKZW4R7wEsLLxoIJ5LrkZGSkU11VTXtHByKRiMnx2fz4Lzj1P76QK5VKhVnTS8hMyyXX0o8ifR3SBD9/ffUZSgsmELGM0h8M8Nlrf+N0XSp1p75kSvFqRoZPUxztp2L0NJ0jU7i4KJF3N75HVJ4RXXwqqSNarDOSye61st/Sx9hYBwZFJo3DDYh9LkbtDgrjs2gYaueJh5/mRMU+tu/eRUxMDMcOHqewbAK3zr8eryCQMTuamsMWjjb9yPLJi/EqXWzeso2sjCyeuWUjdY2DjLmOsnH7BwTDYaINOgpLJhAfG09d7WmsdhdytQHbWB9KuZbJUblE8jUYohIY7Ouiu6EDm28UiRRWLljEVauW895bhxiVtmCzOUmNMxKWyTEo1VyxeBq9nR00+73kxZg4dcLOljN7KcubwoZLLuP5N//B7NyFPFZwFz8NP4A4Lh2pxk1WaTZJoVZ2He0gMzWFmbNvwmBK4+XnLyIjczJrF4EiJKenahEn+8NMdRbyjXU3uZrpjKRWYx4YYYl6La8eeJaYsnhOlZ/mqnVLqWzpIyc1nytLbuZI/xYuWHMxj/3jYebNyaZpJICzz0m2CsISNTtPHmfQOkhxUS7zZ6xndLCd4zXHcDu9GMVaRt0+NC4TyO1oU+MYHelAZlaQHZWPuCgae2AIyVCEnKkTsNptlGjmcrj7B6ZnFKMzKqksb8SuHyEY8lPVUIPML2P6hQuYo7gOmSwJ++G9PN/1KMkpiehKJhMfCBATyuHQqR+5YMWFIFpKniQP4+IGvnnjc4637P0/5BexWIxMJhtf2YZC6HRG9DoVff39xMfHMjpqJRQKIAgCicnJ+DweHG4vasW4xdPj8ZCank1fbyf8XgCG8cwdr9d7tgtYJBKdPUZSLJYSG2tkZGTsbP0gSi7j8tlX8tWJX7C6hsYtxDodr736Cldfex3HBgZYkJZGUWwOXfZ+lk9dwemhalQyGe+88DoNwxbEEgUah4WG/T0Mqrs4fuokK+ZeyN5fd5I6IYvry67i6zObue+a6znWp2flebl88vp9CMoJlJ/aQvdoF6UTp9DQ2MRFy9cQ701An2xk97HfmDGQhDO+kc1DfSS43Vy2+mIiWfl89vHryGVKFpckc+1VV/HBZ5+yfsVKkifmseO+h0nIz8bZKGZUU8fCNevwmvuI8oj4aVTgo0PH+PKShbz+SzMNETd3GvX8JBphUyCXsZXFNJZM4tOPNpKuEbC0tDEpWccy+WzU81Zz39v30eRwUTC9jKtzJhETN58t33+IP1/Dz3u3YXa6idYoGHN5SU5PY1pyIstn5rKrvIq6IQcOkZIrE+TY1UqG6gYYidLg6xnFmJpCQBvDSLcckbSO+zb8hVFJO59+v5kXnniWM01VfLf1Z6ZNmcjp8gp83jBlM6aT5lFwwzN3Iu+KYXvzD/z1739jxbIVvH/XV8haIwSH1egvCfLpnkaKs7L4+rdHaTnVSFVrFVlZWcTFamlu7qW7p/t/LOT+x6/0QSAtKQGVMsCki64lbuIk1GIjNU216CVy4nVzeWPrF/ywuwJB+RvZefmMhu0caLSzes0kfu3tZf/xj3D2F9Moc+OrHSArLOHYiBXJT35iL76O4cqT1PU1IxW1EK+Jo8c+xvxJS7luwSX81n6Gjz7/J/7fNdCs7CweeuJRbn38FSyVO5hRegEHzvxKakkOxUIRCYkpHK/4mYvOu5OHbr4Ey6FO3Moxvt22Eb1GjUiiIVqnJi99Ehn5sWjVclxeLy0tbcyftZKdu/Yx+/zZpJSk89vunzGF4tBn+DjeGcBuH+WH3fsRSSSM+euZVbyQo5XHaB61Y1QFuGTldTz19VYGBgd54ub1FOcZ+GlPEytXLGPqjFI2fvkuSdFGZi1OozFSw8S8qZyscBEV5aGg2EfPPiWzi+agn7mGAz+cQDTwLA9cF4XNIsFuP4/BX2YzkuAi3aCjPnyCifMmkvhtIVvHPuHvOfdxOKuOGYYZdPX2ctPlt3G07gAXrLyQ6IEEtLogUQkpvPX52xyrOMqoY4T6qnqmz5qJZUDMgkmLyCkapWdPP/V1Xbjdm3n67k8xNaYyssDGtt82sib1Ok6319EeqmOCdSLzJRm0JjQTGPbQ2eQky6TGaRJotYzS23IUuV7PoebtHKnbgUEbS2xiPLESDSF/CkplC9rUaMSiCO8dugu3OcAFqRejUCjxeQIkRGQkNEezqe8dslIKGR60Ul37GWajmobjZxgaHUIc/C91VKPREA6D3+9BrVYTDAbxySegpx2VSsXw8CjwX8Fow8PDRH537jidvvHzGZRK/F4XQiSCSqUiGAwik8mQy+V4fON6v1arxel0nt0xRCIhRkbGiDEasNgdREeZWF04lU8OfYUg+a+7aOGiRSxYvBiJWIJ0IIxYDE3mDlQiKSfbjhEQIryz8V1KNWkMSqZwYNuT3H7xdaSkRZOZcy3vvPE2zd1NWKR2ztMmMTE3gdKrH6Fu/3cUppbgcSUyb+EtbPrpeXLTcukaaKel1cb61UuZPLGYysoGwsEQgVCIvfLTtHYNEAiHMMtFDAeGmKJL5/7cQl5r6ECHgrbDRyGo58H3v+CdVVOIS7uIzu5hfnD3MMli5Y5Vqwj/6RYskWSutDiYcOkKvu8dBkMMKn+QfYKIZ/1xhGU9jORexuXX3MSF6QksDUmZGhNNzBQdVcllWHTd3LToMk5Vn2bjmRP8s76NR28zYEkU+GHbJiKRCFp1FDEiExZxF6Ggn+3HailNzsAVMOJym3HaBjmODpEpnYjXhVsiwaVWIHIHSc9LQ62TcvjwIR7+8AGiTdEMDUvoqBrj0KlmutpaEAshurp7UalU/LJ1C9999A1F8jhGkDN35irWXFhB2eR17HpZxOwMKawNsPHp93j3xHtoNWn0D54iRmlCKpPR0tLCC7e9wq3PPv8vGfU/XtMHEY3t/RAx8NqPW+mpa6Gn8Qy+/nxkhliMQzUUZMfzxTdfMyOtkLKsVfgDw4xZ29hf18zuffuxOxzUjrQye34ZICbksuFxW1Aq5LzyxnMMOPrITyokr7AAFyFiYhJJjC+hsq2F6lMN3Lj+FoaGhhGLxdTW1CKzGmk+fIB4oZD3v3+DuqZ+ztTWkpoYQ7O5neLJC5g5qYDyfS7+se9t3vzoT0giKgri4zl/4XIeXf0puVnT6ZUb6DrVgVrQMHPBJKqqawmHvBiLszm6q4Id205SPKGA011dpCTFIENLcnwyDR2tNHf1ku5uxuQfpFBqw+Wws6NqGK3bwyVzsjja5qBHHiGkjTBrcgqdbf1YfQE2zIxjiqeL0XAOZvUtlKxaybzJC4nxrSJ7wmX4lFPRxRRjbtqGW5RA1atDHKxZgHnAzdeWbbxz7C+0Ro7TGaxjpHOU40nfMpuVJCzI54uvNhKfZKSsbDJFyfksmjGL9JEEcmfN4MvjX/Hldx8SHBlmkm4OdVWNrIt7gkTnLIwpSRi8epZGX8TdFz7HtYsfZNKkIuq/O4MqSYT7jJmQI0JH+BTLCi5j1YQNTJxTwteDX1A3Uktn1iCzl8RzsG0XQVc2AwPd3PTn19nU8AqRiEBifBIevxNldDydgxb00lRsFiuxOgPNVXUYEtOZlFrKL8Pfolar8Dg86KQqtg5/h0gkwjo2zJnWZiYrSgiVGpg27TquW/UCb+h/Yap+EQBer5dQ6L8aswACY4fpH+jH6XQSCoUQhPHoBqlUSvi/7RAEQcDn8+Hz+RgdHTmr5YfD4bPREOHI+PGd/93CByAWicftx2IxRdmFZKZl8EXFXsQKKT6f76yLaMGCBUQZjCDAfXfcgU6nIxKJkLb4NgZGRhEJIrbv2kn/qIxTW19kzQWFVNR6ERnSeOr5ZyjNTkWvT+T2RQ9xqq+KX8ZO0dveRUp2BvU1R7n74cs4WnuA7MzJHK8/TW7JXCSSMYaHRjnT5CNRr8TdVkecZxB50I7NYWNsbIxAKEJTWzuVnWaiDBruuSibqOL5nDxzEK13hMlmKyFnPA8d+5yPhk7g8ll54Z6JqDARTJ6JLT8O271XYOpyc4kmjn1NxxkaGqLLZefPHgcbz7uI5z97n/T0DOaZbsS47kF+0eqoyLwBU1ImvaesbKmv5f3OaiSCQJt9jB837kAIetBr9CgUCgqi07kmJ59IJMLwwDCqKCmuoSzK4mMpKZhArFxO66ifaF8QmVog6JIQFxNLj2MUiRiuWV3K3OkXsWDualYuv5AoTTKebhF3T76L3Ox0StPnkZQYc3bX+MiTf6Gpz4RvWESsNML1N93CD5vFyFJt1M8cYHjTp2xq+JLevjYamvZht9tpH+5EqVQC8Ngr/yQvO+tfM+p/urxjiNIL1116EU1tfZSWFjB11nLG2tto7BlmeKiZFZkmeoMa/vH+B6xbvpB5BefT03GUppAKSaeLHa2/odIomZuSQqdvmK5+HwsXLSAnewLff/81GfmlPH7zn3nv5R9Ze/s8arecIWNxJi+89Apj1lY0Wg1qqYapM6Zwuuo0RWWz8Y/4yMgw0XyqhQF/DxnZGSSF1LicAvMuPo+aymoOVx7mqqtv4bXXn8Og1aMUx5BbMB27q4W7lt2LWYhgT01CVXGCrnw7H//jVWbOXESgbYhb3/wHMqscldWNdcjLAecOak4eR9ZnxpgSw5grBvzNXJCcQrOrB6NJSZvLRb81hgytmAvXzGDbzjqik/Vowkqmxvn5tNlL26l6yr++m2FXIu01Bhp9QeauXU225xTmsQC9DT7SUo7QJUShGpYTHbcbuz+eL0766DvRwYDEw+PX38xPP54iqlhNdECFW2NCJ8gZcQywavlCnn/3RZ595iV8Zh8epwtRs5g+ZT1JiSk0VIxiGawiXbiQOlc98clqMuSLeO7IXWxYMp+e02pWXODko1/OMCNew6SC17nz02nseP0kZ7b3UOn6mu8PbuGBtQ+yvelnTNoYIq0Ctig7GaUptDa0glLJzJLLGfEc4cTe/YSEGFZOPR9Rl5hd5m/JyC4jVhmNSRJhRGXj4IH9xGcWY+5qQaIYl2a+Xv4t35iP8d3hT5BKPMjlMjYsP0xZKIYPut/hrT/fhc2m5sAL29nT9zI1gSMAZ501f+j3fxRM/4BWq8XlcmGM0mB3ev8roA0RESGCXKEYP/Xq91W8UlAhKCNnu11VKiVu93hjWFpcGsnx+ZRkTeebna8gRoJGq2PIPEQ4HCYmPomRwX6ysrKIj49n2bJlPPmnO3CH1TT3DDFrSiGRiMA1N57m0w9KiY2NJRwO8cMX26j9bj+q4mkcq9tC2DFAQW4JfnQEXAZ+2f89GlUEnUnJ2vNXsm37LqrqT+F2e5g1ZzF1NccoKiimp6+PouJiSlKiuKnoVmr230JHn50ppgiiSy+idkslh5wKIso0ot2NrMpdgjExGoUxxPGqft7cvpn0rGRuTjEgaxugO8aGNP88XK1WFt+xmqSWU4RbKlBkzaPVZiJStRNr2kyaOsr524kapkwsYqCtgeIpM6ioaWDlBauIEobQjtlod8Yza2kKUd05PL31RfTKOMq7Tv2enzQeXrfuvAuIw8D+nsM0tfRQnJhG/WAPM/JmUDIjlxUxpcxbuZax0WE+/+Cv6CdMp1Aaw9a9ezEbRWgtYS595GYq9uzg9a8+JzUpgTFbGLdnjEAgQEJsMvHSJKKSxaxcdi1vv/I43T7L2fMVLlmwgntufJb2ribufuU2Av4gW39qQ1fbzWvf3sq35dXI5TICgeD/cY39sZNMTU6mt7///z/lHbFEzozJC3EH9zLnsrU8++BHhMxnuPr8ZyjJ8/Pmbzu46dqXQHif2rYOFpcVEp3jIj/Qy5a6Bm6/9Er8IgMnTx5l4eLFbNm2hUhQjiwln6KSiRw9vJ+m/AtIKYij+nAT+6q3ExlSoAylU5aqoXqgBkfQgTgk57Ylf+Lvm/6MVCRhbDgHa2iQ22bfR4PQwEjnAOetvYeu1j5yEnKRL1BxcP8OjCYdS5LmokmS0VrvYdhl592db7DkptvZ+urfiE7ykqksxOfxMNDXStm0RJp3f8z+U30E3T5WlqXjGy5g4cwMFPrbKSpyEB4t4qddJxiKHGFV4WSO9wziU8QSa5KhFckJjIUoCEgJaE2sWbaOV195Dl1iDNNyY/l5h5/U8F4cLguXrb+CKJkbVXEhx7b9g7yp65D2raRnz3OcvywRvySR6v4ifv3tZdYuvZFl7iiyxAlERaeSG+tlqmYaX3fsY+fhQ1x3/a2Uzp+GcZOOmKRcyjt+xt9Rgck0jakeMQ21IpbFF/GBcxfhhCFmi+MJpGlItVQzPX0JFY2dWDzNDO6W0zs6iCwcz6JSM1qdnodevgej3MCouwulUs7u1qMEhoMURf2/qPur8LiubG0bvotBhWJmtmSZZGa245gTO8zMzEkHOp0OU3cYncR24pgZZVu2ZVuWJYuZS1JJqpKKuf4DOd7de3fv9/2+k6//cVJLc2nV1HVprjHHHOMZzzOJ82EH0UTP5GLpFiYUTGHnnq1E6WLRi/MJD29hlOo2cv1qiiK3I0eP3ynkWNUO5k6cSU11DfPHzcfcZcMYEBL0erhuyTN8XXwRadwgb0zfTmXXIIHIOpZrwshIc1Il91FUX8e5g++yp20vAlyIRCKCweCVCP9fOXwAh8OBXq9HKpWi8IHL60Wr0SBCwKBpEJFYjMftvuL0HdgRuoVERkbS29uLQibCah1hrVTrtBiHOxgTchvfuLx4fXY8fh9erw+xWITI60ckkfPSSy/R2NjIc889h8vqRiqQc7GtBq1Oz0B/P9s2LwTA4/Xi83opG2iiU9FLsKuHUaNGEWaLJjVpEs7gZNrbylh37S1EyCMpb9uJzS/nnjUvcCbnV8qbmzlTfJiw8DDWrrufXTs+p621nYLMeXxZvIWFU1MIOX2Bc11iZja1Mljdx6MLr6bfq2GbzcNr5/axdNl1jIvW0NfxPfnp2ayN9jCmMAljahShAugxOwnJU9L30/tErF5AuzYdTbcHX7ODF49fok/cxT1pNzFvXgRPPnQvhs0bob2U2+++CWnqFDJ99bR/M0Bifj4RsouYk5q4LXM2neEKzrVduKxmNqLFG2Yx4dCKqWsYIa1rGeoH4OGxMzl/sQPRYg3n6suYNj0dvU3FheNlHFJMJS1Bi8pvZqp2CfKLXgx1EBkRxjPjM/hziQWvcIiCuDQaOwzkxClo72/no2/e4sV5L/HE4efxE0AhU+AXhvHTtz/QKGgnEACtQoXr2Fne+vVdjjRXXIb4eq84+T/sj587u7v/rU/9j3f6w8ND7L9wjgtnypD6vVSW7eTF598mVqZFO+FaWr/4EX99D9HR0STExyINCth24Ahp8RpWzLyVUemLEelq8EvGMF7j5pBiF4kxyYwOhNEslnH7dffwzo+vYfIOc9stN6JwSug395GYpuGbdb9wz/EXuVh0mJ7OUCodnYzKzaVvcIjk/CRShFlMn/0Ih9++g4h0HfZLZcyaNgHDJTsigZ9JE4QU5tzAkZObaK0LkJ2Tze2jHuGbitc59OOnKNRSmts7GTN6NBKJmOSkRJx2IXUdAfJzC/HKZVQ012JWNDFYVs2YiSuYMSYdy6UMpGsGkPeYeWvnOfwePy1tncRGhlJvNpGXbEaRkkmyRMBf3nmXh2eG8MoJCwW6yYRgpTM+himRalRKBXW/7cNf6KW9A8I9pXQbNWRmibAYT/F9WRoorERGRLEsbR5f7f2Ig1t2Mm3yQlx9TnaqDxCdnEFqdxdisQjTQDdv/+VJftv4GY+tu4bqzEIih5UM0MB4jx69pp1Hl9zBwf0HCCpDiUkaxTFDPSJND4vkixhOz6e45jAaUQyzJkzHYGzj/efe5+LpWsqPl9Eb6GXMmALMwyYiQhLxJbnx+ZOYrhUjS89h/6HdKKQqclUZ7Lq4Gcuwh5VBC3/r+5CbFr6KInCSmbFLORQaz7C/jsTUDGq6mxBZggTxIgnR0tB6GrdkgLq6ZsKvnskc61WYk9MYnXgJ0ZpCUkQKdM0xnK4+Rli4FvOgG7/ff8VZAP8kcP6PFggEcLlcV5q05KGhuF0uBJfvCS9//sGX8wdu32g0IhQK8bpjEYlsxISFUt1Qgd8f5JHOW/AHR9BDNqedsfHjqRusAaeXYCDAc88+x7DVwvnz5xk/ZgJ5UyfS2+tkyYL5bPhlI0PDfYjFYoaHRhTA7P1edJE5GHqrOHG8hYlpUeSJnMSM8WL0aBkfmUUwUM/CmQ9z/ytPolgSIDU0C22ogGhlFtmZchKiwii/WEdsVAS/7T7A4lmrwZ5OQYSAJYdP8LupgZLGdio8exk3ZzYDAw4ESjXf/vIVeyIiuC0hlAnVTVQ67Uy7aT3JCRlc+OufsSjS6HH0MC6YjKfHgcugwhtlpFoVSfbyOxkj8zKt5jTpT75P6dadHDozTGS4jMm1nfx+sJoQVzdv3PEmoyKk3PrGRp5cPZPCVxYzZHQw5GynqWOQ+TPnoHNY6D9xguV3P8wPh3YAI4R7YrGIh7Z/gsXj5/fWA6xduYrftjjYXrUPqU+AMqILU/MQd664H3+khpK6CnZW/ML8TDUv7i7GLVcwb/xozlbVsm78Ur46tom4uHhixeP5vOIQ16oL+WnoNB6Ph/Kmcoz97bgDHh68+QkOb9/HLR/dhslhBkAmkyEUCHE4Hf9jjQH/YzP4R/uPd/qBgJ9tmzciEMDxsiDjx+aTGJpOVKKb977Yzl/ffZem4nr6LgtHPHKbjrGd1xEaJUflbWDmTCsOj42uzlZOGlrwe+zkZIbTNlDFvffey2j3aH7c9CXZKWkY+noos5Ty/dM/IEKNL9XHi2OfIHTeaxS1X6CipgRDg4GMiauQ+YJs3/s1EWHpNDiP4zOnEzHcysvv/I0bkhYjGKXjdImJxLB21DEZ+DrOs3L6x3zy4xwGzEOsy51AhmcWT7W9jNYWQzAIXR2t/PDRXj7+6DXaLVIiDSew9msZyspBZqunvnwrz7wKS2dNRuH0cq7fQ79xCIlUilanxhkUsGxyGkN+AUZHkF+LjtJns2OaNh6VSsn6taNIV3hoKANbYj4tFUfpMMYj35/Ag8/dx+Yf27G2vU2zPQxb+DS6zA1MixIxbDFjTxhEFOnFZfJgOHcKWW42qfHJpCUlo5bYmDZ1CoauWhJVCRi622kYMHDwyCkevPU2Wi7GEO3tZ7j9IKqCWUyYtpZBk5HszAm88/5XXLNmJYNVPYSmC8nzZ+OPd+HXuzlnK0VweIiTRcXYJBZi1KkY+43MLpxDeXMtXoUN7/S1ZA65EEblUHm+GWfQQEutlejQCHp6yvhh4Au80liqGndxuvoYZxt28+X9J/FldbO3eDd2ixWBz0eCYBTdjnoaujtISUri2jFryXImEH6zkdHZQV578W+k62Yyd9EcYm0aXvhJjC/oJjw8ArPZBPxXk9X/ljJ1Op1Xrl2XceQqleoKcRuARq0jNCKczvZWNHIdFtcQUqmUiVlvUFR5Pd3GfrTaEBwuLy6388qcMqkM17AFj9tNT2BkHp/fR1hoKIcPH+bYsWOEbwjHbDITFRE+0gWsUOK0jTB6RoRHceHEPqy2QawuO1/c/2fqPVouuYbw9ptQyRuoqDtO8ZkTrFp5Lf3mXr747m8M9PUTExdOONfyzPgCDlefwWq3otFkkD08zPLRBdRe+IbsLFg5Np8ozzBlrRKuGTuJXnMD00LlbDAM47DbITKKFIWHWp2cgruuw9BdhfH0ToqdFjB3MuWqJI5WWxg42oIg1MvKqGhmJJtIs/VTVVNJ7bJVnNz4HW9ZqykZpWdJ4XIGHTLiW4uIUunoP7WD4igRFc3nuPqNY9x3x51ERMjITUjgkcUzOTdkJroogtgxT9D65deMTsolQjeFDuNBGns6cYglqCQCTHjZsHsrY9RhrEyayu/Nl8izBThuMXDRMsjh4i3EmQ04fH521pgpTM0g1x3KvQW5PNjjY9ul4/gDAXr7eun172V64ZeE+H/Fd96HWCzGMNCC3WEnITGVi02NeLQ+HEP/Vc/xer2sXLKW33dv/h9rTCAQEKnX0Wcy/8s1+B9fyJVKJeTk5KDX65mVM4qHbr6fmGg7W7bvJCtWg2FIyemmU6g0GtRqFZ0XjExfdwP3PLQCmTCds50QHbuYsrJ6KusqGbB4efuDj+gbMnOo6BwvfvECErmMux++j3nj55EYGc0nG99lZ+kPfHTkR2QSD60uC9/9/C423yAej4e2i3uoqj6FPnsqkktDTEuew+0r7mFF1jU8su5aOnVKAh4PmRkFRBck4HFZGLtgJsVn70YqV3Hr+tsIGRZxCikREZEMCAYJBAK888rzyJuc3LfyQWZKkpAqY0lyxRHRXkZvfydzFyxg/NybcAy0khc5n1RXH8/euIBUr5IlE8eTOWo0GXEK2ryxOB1mbEIxCqUSpWoCiyan0lG/n2NnD1OOGaOzF7XXxKDbhtY+g+Oby3FbxexosPDdqbMICSMo1/LR9osEAgGOlOxmxdUr8Qeg2edBr3AgE9mIjc9i/JgpaIMOnB3n8ShU3HrzHXy/eQdHjx7lrkceQGUN4o8RUmsqJKCYhE8ipaLVQGJCGp999hl9A/1kT04jROoiPSeLZ667jumTr0dkNzPc42LepMXkjh5NvCKd2JgE+oeNxM95kRT1PIY2fsHx1qNUtxejEarxeQUUdW1CoUpm1qjFjMmYglK6BK3vZsRSMXaPgw1FZaS1xCKqnkpkYjbjp05lbsY9eN0u0sa9jkAm4taMiTjTBinSCGlo6CZ31BzylJnE9CWiPBvCj2t+ZFzqBFwuDwH/SHoERoqyavWIVN0fnbXAleasP+wPeKVGo7kCx7zC1y8QELzcSGV1j9Ai+/1+6rqfQiAQIJXJcdi9V2ggruDzvV4ana34/+GkMTQ0RGxsLN+8/ym//PXPbPvu74RHKOk0GNDpdITEJCKRitCFhjIpfwWlF85ROHUaq2ZPwWcwM2VSCrPnZDIty8uGjR+zc88OwnWhfPS3D8hMikIkFGO2DGG3+1gxZZg2jYDIuHiev+k+Hl81lXtz/Qy2fIbAeAq3oZlFmW4quvuJiQylY7iGzLw0TjQMYzYNoVQqcVmgajiKiCW3su/LfQRqT/Lc5gu8t6+OpNAMBvzx/H6qmRyJgPmhSbTv6UA0WM34gptYNO06jjQb0IXYqA9J4FaZAkdjNWmRarZUnuRQXTOJyVlY3V4WpkXiEwIKIRcvVJHc0MEtf/6cqF4HstsSmLkym2B+AdfkrGH1qHDeWjsLuVzBqLgFzB2Tywt33sCtEdmMlan46NlrmaEbQ+aENACKzx9kfuH1TMzLQalQIBNJqGprQpCgo31fDV6XiAht8pX+C2/AQ03zc+w1nL+yhux2O+Hh8SRFzmfR2Ll4A27SMzIBCNdF4Pf7+X33ZsSykTUmk4005ikUcmbPmMaw1fJvfep/fKQfotEQE6nF7nCSnD4Lj0dI8uyryFGnE+F08/X3v3D7+rv56vsvyB8zBoeokqkReYitCsJDEwgZFLP5oz6i08IZHXcL3/79LURCOT/8/DdSMzK5euxSxFUSuhpqQVbAG0//GU1DCNYxw/gGY3jtlZdpaGinubeBxJwUkpOikcn1xOblUnq0lG2GLczOWUvd+RKO+KcRaC+lftjP6oTlbDq2A33/IDesm0xE0mLM5cVMNFi5QfkgHeP3cenkcZqbm+iResiLmcT5bU10TTdw5sw50hMXU3t8CJ+vHKWrgKiwZKpaGnFfOE53axuX4up5fO6N1LjfZ8X1iyi6WEZfpYHqnHAWT5/IOz9sZ864FRSkpKGWqhgbs4033jMwYfZYAg3HGRW6GH36AmLqL5KYYqPXsZiksSdQn40lPVHE1u0bCYtKZMWyq+no7MHh9PPhZ3/n/bff4MmnX6PW0I/BAbkF/cSEpXHy3H5qS93sOPkRGbnp9HR1MaZgDH3GPlppJOBIZFfFGdTZyfSaTIxdczeDOhVVRxqYu2ABP377M48/8AznLu5lS3UJv27fzkB7H1qtji5zFD5ZkKwkKaW9vURFx2Pa+y6+q++mx1BMrTaP/HG34NW4iUhO5kLlPsQOMUqXlEWr7qLvo984XPUwzqATeYiS8up3+JMyGXkwljBVgKmyfITpYzEp1mAzHqfd2sreliOc6u/kvoxowuqt9A8LmFKazeGTvRwtfhu0QS7WnSEgFuDz/1FMEwBBrFbrFW1cpVSBy+cmISGejo5OhJfJ0v6QSHQ4nFeI1v5A69htFlxOG1qt9godtFQqZeKEMRw6aUIilNJvMhIeEoYvxIrF5b1CuPWHmEqQkSLx/ffdx+uvvwY19YToL2HsUnDkl7eYf9NfGB4cxNnRjEAgRB6i4diZX/Djo6+9CalchmhWGkdPbGb73iMEfT66W+xMKMiktb2VzvYOBo2dOF0jG0xKVDLTozPZYe5H1XwJqa8P46CSM3YPrio3dtl4ZJ29ZObEUicYJEZhZ0dHBxt7LbyyNJFL2gd47/23mZSaQu6UXN7b9BNv5fk5rZ9NQ8+P3JBXgNaiZiikkztnzCVE40cXHkAZtRzlVelUl6sJTTzFwMf78M+dSp2yELnQRHWLmTpnPy9edRuCzjpcKg0//3wMla2PvJQEVBYPDfWNRK1az+0puVz35adoNmp59pYbmDY3nWUtV7O99E8cLG3C5XLSaziD2aMg1eWgCjvvvvgC5uAo1KO30tKhIy40A41xCE91J+uzwzmvDuO8oQ2tRs13p/eRNWop48VSqh2pjB1j52J5BcFgkDCNDIfHi1gsvlzgFyAQCjlf+QNTtGo6utquoHPSUjMYKBupMfjcIye6P06JPp+fM2fPERSKgf9ZV4L/P4j0LeYhzpWW09Pby459P2B0Bfjr809y9owZhcDLigWz2Fqm4qrpa9n6+1YOlh3k3odv4b57bqGk14tYaaKo+1nqGio5fvAA88cswuoYxOsP0NfbiyXEzaafNjK5YD6Dzg4MrgGsHi9/++pbrJIk0sLSsLiHuGbdwwxY+4hPSMFicSDwg8IJuohomj3nMYd4ybcacMrHEe1N5efDO7D4TNBnxXGxDHuFndGWdO6fdS+7Sz5iW+VXDAo6eO/RP2EUnEcZ6icglrFt9zZUtjh0eAlTRZE3fhoXGo/RP9BL+cVialo7UWhVOJVyqizFpMQuprn9JCXnGiE8gov13YwKjeSN+x7l6jQP1y6ezdK75mCpjmBe2lIWSPzcecNc5t++BHOLAon4GU712zl95ivMLjtV3TVMnTUPsVBCQkIEiToVrzz8Hk0XOpicWIjKp0cmlJKdkcetd96Jp87EX9/5M2+/93fcchErx4/FYRiiobGBGVNmcuP6mzlefBRtvIZrb7yBsooykuPjiXF0IhPZyJ27mBnTZvLEU5+Rmp9JbFwOf//6SxqbmpDJVIiCIob9FuZHLaB+uA630UBKaDSKkHwMrbtYlLMQk2GIRXNDCUY0cJtuNWKJmNB0PcpwLUcPbWBU2njEIRJyIvLIlGYg0zkx9vdS3L6Dk8eL+OLS11xyfIYgbxpXLZ9OWHgIJk02M/JW0Kls4IJQxtb2H1n9+/W0HKgiPX0WmUm3sbDwHjweN3K5jLDwcKRK9RW4ZSAQwGaz4QmMFNvMZvMVNk2tVkNoWBhKqQKFQoVGo8HtdiMWy4AgUukI7NPj8fwDeZuY42eLsdmsDFlHju3tnb0IL4uu/wHNdLlcREVGIZVKAfjw/Q+Quqy440zYO3oJi7OTnrmIdWtXsvba1fg9brxuL2ZjLzaHFZFQhN3hY+XsJ6kwtvD9xt/p7BzksVuv4+6FK4hRjSEvORWXy4bHC0lRsRQmFfLx+5/gGS5n59bPaW88jLDfycVuJ6tXX0eqwkGm0kl0YS6txjoKE1V8uCiRB+avZaAPnthSj6NjAAFwc2gXp7fu4LoQH7WVRlo3buGBvDAmhLk55DpDfNM41L4AWyrrkKojsWhj6CnahLD/boTlVay//TrW6jVcHDJizRSyJj+chcvUzF4wgYz19+MaAIfAz2mTnUWjM1BFarH6Bdz7w1fIAzb0KgVhBPl5806QzOXnuncQjZvFeYMZsUjIh8vnIpRA3pQJGCR23tnxNT98/xlp+tGkj4aMsEjqBSYumIo5OehgXvgaUuITkEhEiCVS3Pnjma+tZHrUUZIl8UilUrQaDZn6SGwO5RWaDLkyg9CYaDweD8dttbjd7iuU3mfLTv8DRcc/pxK9Xi8ut+cKqOBf2X98pC8QCBCLRDhsw9jcat794GW8Pjf6sHO0748iMkxBeelp2kJC0SjEdA904Rx00GoX0686xLG9e2npbGHF4hu5bv1q9u7ewgM3P8KXm7+kv78fnUrBO2+9Q3ZGBqcPHmJDdys6jZYAXsKUgxyrPk2kPoKqyiZGZcipbuhAGtSx48fv0YdE4nUFEQijsQ1aCB9OZ/rkEI479xBjlWBwSBErBeyoGSLLdhpNcD6DxSXMm7aaHaeqOHXpLIoQLV3WPmL1IvzyBtSD0YzKH4OjIx5x4Bz13S0EBUEys2IZtPmIiY5mVWYEdoEbxzE/Fe130OeqJzJZzGidjDB9GLLYWGKtAYzOACUNv5A47V5KeixM8w0wZPDi0o+lf9PPDJp9lHacYdu53RRGjaH4i05WFSQSGHCz5pqVJIUkMTOtkEGTmRszfiAi4QJVTVWkZqcQn5hMeEQ89/7yJEmpybzywp8YHBygs8/DtPQCLnU1smP3du5YcQMer5funh7yJ05g7/79xITGkpiXTvuFIqL143BiIS1dz8MP3seSsdeSEpbOzSmLSbspmpoLFxnobeVE6x6GLZ009w+jqjYwITcCWyAUp7CR7NACDhwsJiokm7/Uv4s/6Kezq4w5Y67lq01fguAgTocLo6md+WELGZIOoRSoWJ83k33dFfQZhwgo5mIxZBP/Wge+XQEWLZhGe7OD3Al6rMkSlq/5jvnXzqMh+DH6qjiU4i5sAv6ZG/8fWC0FAsEIwZpYAgE/Fov1yj2Xy43b7cHj9+CzjiB6gsEgXq8bgSCI1+sjGAxisfzXEd3hsCKRCImPT6C7u5sZk+fS1tjFkMd4RbpRIpbg9XnpHzQCl2sL1h7qT/1A/tVjEcSuwG+TIQyR8/T9y1h984solUrGhOo519WNSCxGqdBQWV2D974orD09zMqfSlCdgEsVx66G/SxcdDWHtu4kJiYOAL9UyEtjHyUw2MgucwvWoV4OmNw8c20mu347zdUFUvzyELQiDyc6nYwqvI9Uz372yyLp69qLzeFCJPCRnhLN6+sXEeouJV9iQj8QJLBmDIGLPiLdvQyZDPikan6uq+eukIsEpArCWqro8V/COSaTX7a7WbVmPZEBKycOnScv52bEgZ24wyJ46o2/8/SyxRzpd3LX4tl85pjJ64eKqe3uoexkBd39fSgUSrYd3EN65ChCnU52d1Xw/J+e5qe3ruP2zzZz0d5AZloMufNXMFNk5qUX3sI8NMyl2lbmp7pxW800NHWg0KpJSopFaDNy1OZivDScSZOmcfrwQazAhrJfmYqIDq+VN+cuxh8tIl3hYsepC0jMVtIyUxno7MLHAP7eEbrtc2f3IpPJcLvdV9hc/6Di/q/19s/1pH+FHvvD/uMj/bj4WO6641aGbQ7qWkswmQcwm8y0tVRyvqKI7Qd3MWyz4vTb8QuEjMsejTwknLAIFRHCPhLkdq5Zdx0RsQqqW8/R3NzOifIi3G4PErGI5LAILlw8z6/bN6OPDkWj0RClicIfEPHS+/egCVFhd9lIS/dQX9+EsbcXi70Vt8dNr7mTqLAI9EIVld0lXPJ9Q4E7jriYUHwhPgICaG/vo7nLSE1LAz0D2zkW1k6XHDJipxAZFclAnwmXx09KWjrBvjhGSRcRmh3N9o4dOPxNtHe3oQ+4sLmURMt8FChFdBVvo3D0LcTNvQ1PdQ8+cSzXT1QSsFkYnTuH840dxE2cyIWuMIzeSE4cGcLXG0JDeibHrEG+23yc4hIZRW0DnOm6wArVdKwYmOFLZ5HqcaaMnsTNYxfQ7mrk1FAllf3nMEg28mP79wTUkdx1721IhG7OHd2HPiyCdbMXEKYW8/b7b3Os8STtQjNWq5VLVZd48q8v0W824x/UIXPreeTBh0iMiWOou4v6Nju6SDHHT5+j6NAuKs418NwHzxMWkY1B2sDx0wfwypxUNLfg8tkonLOSpJRR3Bp7E1MK1jFBtJzimnMMSQfZuPk7OgcsKNWQnpFKXW0VFlEbS+c9hVyhw+1zEoISaayMtp5WBs0mTGFBrrnuDR5a8hnh947mhml56FXZjM1aS2RUOyp/A5FBNdMT/Vj7dUToovE7DLQPHeRix3m6+6uRyWSo1ep/G1lJZSH/457fP8LY+cd4wM9lyKf3CgxPKBReplkWodPpRvL7Viu9PX3odDp6eo1ERY4jJm49SpmcrPwFZKWnkBGecoUKQiQS8fGX35A/diHWIRX4wzldUk7AP8Bf39zBqdMlLJ09j/5AAD8gFoswD/XT0NDI8XPfU733NDmRySglQfbsKkIs6mfL/g/o7Ghj0rRpyMQKXA4bvrwwRAN9tHX7ycjKJCczGUlsHF3dPZw70YFE6iU6LIOtu8rZ9uPXBM/UEdLcRkFIPuvvnM4zq2cwenwK4THRNPl0+NPE/KrV8tyODhZkeFn23JvELIynuN3BrOkKfAtnckfGZNzZMfxSVk9z0RmW5hnx+53Ef/c9vc0VODnPjOUzSRlXx9VyNW22WPIEdmoPn6Omo4Nvv32S6dPmcePCq7hr9Dg2f/Iej+XM5f3n3mQwNAaRSMyiwikcr6zD4fKj1WpRimU8+9W7TFdMJkShRCkOZ/WyW7lobACvh7CYUOYmRqEP1bAybTxR1imMzQ3S1VzLtOg01EoFjY2NNGvzONrSzJ17t5Acm0R5r4WrFs6lFy/d3QZmTp7A3PGzUWrl5KWnExmeglAwQof9B1vrHyivP+y/bwL/m/3HR/p2i5Pik2eBke7DEKWc+JB4ejxGrBbrCB+J2013twGf30dVaSJrM1Jp1Co5e/4c6x58hGi5hp+++YZoQxR5ham0NXSTEBXJ0hXLGTNjApaXrKj1kXzx/GecP3SO6u4qfj61BaFITULOFBzdv3K86Cy3hGbxtb0LfWjklb8vKjwBpS0cW8CMTJ7Be7v/wvyrlrL/RAnXL1qBoekO3Mo38Tiq+LKxhk6bmV5hNRcaa/D5AmhipHQ2gMsuIS4mg1nXz+P61xezZN7juP1xWIa2EhPhR66OxeuzEp2tpMc3H22oipqiKuSzLCwfdwPmk5sZPyuFX0+cQFrUj6XdjfGChSR9AJNtkLErZtA20ILNbqPR10FfUzfrl9yCQ55IT0kDOVEpLIqYy9hbFHTLRLhNAfS6eDpPVTJ22SSkYaeYMn0l/R4BP2/YTF1FCS8/8gQCgYufdh3mpruuZ83KqwiIg5gsg+TljMHhNpGQuZygSEBntRyh9yzTr5mFP+jm6NYyxk9Lw9Jp4Mevf8ZgaGDN6sfYv+cgHscAA0nJ1J3YxnW3XIc/KGfugnn8+MuPjB+1CpO7kaOHz9Le1sCNox/lp8oP0YSGYhYNMnrSdPKykvjsrePs2L4FBNuwOX3otaHEe/SUtJ1CJBIgipKTnVzAz5veJUqaTLDfzWd/fZeDxZe47q5ZhMUlo8uvoqe8iqZ6L2fOn8fjsWJxGfH7fVcESgKBwGU438ir9Mf4Hy+g02b6H2va4/Egl8uv5G8DQd8V3p4/Ujp/mN/vZ+iyVm8wGMTv8zIwMECIIASPogahQoEv4McWDOCxWJFL1ahVasyXawGPPvsnyovrqOyu5/yJzbT2OcmqbWDKpHEIvxdgaO+hpc9IIBjE7fYQER5F/0AfHR0Gwp1K5LIYvt/4LFMz8pg1Yy5nTpVAVAznT59CJJaQmZnJgc4atBmzyYg9wrBkmL4OG2/8/RCRoXpCZWKiRBaK+lzcHWpi/2CQBJWN2BAHKfp8YtM1vP7+BRT53cwKM3OptAtDUgb3znBTNSxCGJeBpu4IuqgQ3n76RiL7m+kzB0hLX8Wh8/tR5OZz49RQnjjgYInyNKL7nqDmjZfY9+nTTMr6nK62IU7542j65XOywl3c/ODtJOuvRdiTzs1zI2jcswf3ivVMck5gQ0IJ5Xu+Z9a8QgLKYYo7D0FxC+NjpiNLn8i4iTH8uHkHg8bt3H3/PbRcdHC+/gDLlsyk+tw5ZNIgpT0mKls7CI+2Ep6ZzVdlPVzvHOLexlYeX7yCJtcwB0t2EQwGKe+oY13UKsqKG3FHpzErezlDgjJae/vo6rtEqCYMp8NBgvwqZq6L5eMv3gS44uxFYjG+KwCC/1pfIoEIf/DfR/r/8U7fG/Tzyssvc7LkDBs/38CuozuZppnCy1teRRQMwekzo5ArsNqshChUpOUmcdQwSMWZIhQSAfaWTsqcfhpb6vFYfXhcVmQiKYlRqew/cJQZk+chCeaRkaAjVB/DkkXXcPG9SwwOGFFrxCQHUyhTaBHYLBz29eD2elkUs4rOri+RSvWcPLsXiUTCYw+9jO6CkUGrhWyrhdfUU/iy/gy3JUxgz4CIrMzlTJDJyUgWsr3+IGqZkHkzF7Hv4C7kIjGdjRmI0iQcb/+aWQVppMbMw2Ab5P2n7JwsbSIh+UYS1INE54/idP9+Knf/wqLJTyDI9PHq998iRMJg5wAF4UuZf20uR421qJJzGTsuio7QOCztDcTEpNCe0M89i+MxDZq5U387N11YT/K4TNKlacRdM5UWYSunt1wibfZUEtISCQmMxnTOQXjBaF776BMWLViBGi362FjsIi23rF/K0TNNdF0qISIqBqlfjCdExIlTu5FIdEwptDMxdDbf7tpBnbWTSsMpbrnlTn49t4vjDTqen/Yix08cY9LEQhqa27gh/yHMmeWEhAQ4d8TON1/9SExUJPZgOIuvepKxsWPIFms4cux7pJGJHK/azuSYRzhj+JA25yWkoaG01FVQkPQYLdIP6avsRCB28/JTe/h4w31I7T5WLX+G+u7f6ekfYmxBDrMmF5IQF8bFknN8/cFHXHfLGgw7t+IWCHAX2XF5hexp34DL5RrhwpFJSY9Jw9/vRxAVSWdPO26PEbVaitn8zzC5wL8IvkQiERqVFottGJlMgcMxwqXzB9/9vzo1iEQiAsEg3ssbjsHci9kxQFp6OkEEDDeewuZ2ode68fk9RESEI5crsPaY2V1ymL8/MR18ndx8w3yGDj7PtqMCfv7hR+LLtcytX3NlHodzRAf486/+zvd//ZUWmZYQuQqry8nn335FdEQEKclpSIxCwgKhLJm4gPohK+ZmI7+dPotPKCMaG7PmLUd2oYhTDd1cny9i0pKFmAL7OLtniPCJmSxMjKOgII9nX9xExuipbN2+g6XjBUxbfxuOkE50AQ1hKgf27klonb9x5ts+VtwtIGPSMqLcPewr2YsSD5Maa9nmzufMvibuXziRb5pd3L3uOr559y3io7v4bXcLithk9FYRFQYbNYdOEp86heiaIJ3Dnby8pwQSmsnPqGLbgX2YTBYkcikKSZB+dSjxCfEsWXwNuv46ii/uIT8nlpnxBbz30Uf09hoJBPzESP1cPW8tJ07to8msJBhsxyTRo+2qI1rk4oxYjlAkxqkGQ8Mgfn8QjVaL2+WipbGS9XPn88DHPzEn6SrazEbycwoItXjo6e/DZrfTEfiKREMtjy/Q8ffjLxEVF01LYxMyWTgB/4jy2T/2hvy75sAr9/8feeD/D8xhs7J102b0eiV/++Izvv/pJ877ShmVncva6QsZmzuKZcsWk5MzBq1Kgd3mo7brAsPDw6xfdw3tncPs3raJIALcDivRoYmEKkTUdTewcO4CLjR1IZMNkRkxjrMHjbiThWyt30oQP22tBjJmj2ZM8lXYbS60UTNZP/U6dlTvQSwW4/E68Pl8hKjVJA0m0xQ8xZiEaRSfOEmqQs5wcw/fd39ESd0hjtVcYPoNsxkwmjB1XmBMQiwh4j7GpIhIibDhE+ykbnAPngtmYpIW4VVsYcm0VoZcrdz9+IcEVe2Y8XHx45+YeJ2SS/1ymmta+WnD70SGqUhJKaCptZTi/qN8eX4z+D3cfX0WtQ4/QWMfWWnxyFsaWDk9myW5alJUIva6DzIqLJfTF09xtmcX97/1CBdKW8hNyGG8zgNtJjy2YYaUZbz9w07kCjVimY/N+36h9PwlHnzqATb8fAq9RkB7n4nzZyqJTkrmwpmLyBUSZhRehbHLiSpHhqG/mLPHz7B9916ee/11qk8cY5p2LCdKzjNz+lxioxNJT/HyXelTbN29hdlz5vHa408SlZaLKkRBe3cn985bx/XLphIVYUIpGE9/Rx1ifQgTIu8nPTYVj9tFS0UR6fGz0IzZhbWvi/ikCXh9bs7VF/PK85uYs2g20tBYutr6CM2KZMDjJ7ork+JLNZwqL6Wu6SIvvfACP2/4kW8//giDRECLqBGBQHgFUnn7sq+ZMWMNcVkz+XD6F6TGX8u6uBsYlzP+CmUyjDhqvV6PSCRGLBaTnJjIojXrEQqFyOQyXC4XVuvwlRf0Dz594J+O7nCZh//yi+33+0DgRyGVMdg/hNfrQakd4U+3WC3Y7HYcDiednZ2M1sRRfHQrkuTZnKkyE2z8gBCHjo8+eY/111zH2Hk5V+Yf0f+1XaGH8IYL0QgCvPmnlzH63AgCfrp6OtDKFfhcUrq9FsIyclg7cy4X+i8yefx8pDINk6fPQeUXEpEWw9IbVyAZlUO0+BKODiFPz4tk1sR0aj2ZdHfXY3X76BtsJVUwzLYjTfx4YZiOs+38fMpM43Ed1mgVZbE5XBTrkNbUcaLDTn+7jY72HlKM/bTY/fxwoZ31HhfXvLSZ/sMfMDllGKUEfnnhVUxmIeNT/Hz4xJvcOWcy65LSUQcskGMmcu4CCudN4VJlNT9u2caww4XT48Lj8TAvKxqrsRdx0ENd2VHcphqW5eTR1DLIkBfCwyORy2Xo9XpON7XT2NZBp12IUushVZ+CUOtCn5pGTY+DDfUthKuVNJSXEKMfJCkhmoSEBIRCIRcOHaf4hB+ZUEiZuRizxUVdk4UWQydL5l1NiEoFQFPNS5xpOohKqabfOILcuf++I6yacT2BQICHnniVl199FQCv34tSrvi3PvU/PtIPBoN8vekXsjIyUEXoefap5/lx008YurpYOHMRVxfegYWzCPJGMzSsp+jMHhTSkZzonLXXkBOTxJxZ+5AIRSilPsKybmbZrGQeU/Uwb9lKlCoNkcFUqjpPcKnxBBwSExcbTXREJNKggtKTvxEWqSIsJJsMh4wmSxtd5hYEAiFJ0SG0OsHlcHBm4AgxeYVE+OS8c7EWk0rLOHU6A/ZWnlm0kA3nSlGWNeBpCTJv3RKcygia+s209ouQyJKRasJpqK1k/B1vcKhkJzHdQ/Q2d7NwxWN8/tkbYFbg8iZwsu0s0z5q41R1P2a1kNITRcyeey14vciUAvQxIXT3tJOVlsrFejEFkwpoOWxGMzmXT0o/4ZHsOZypsSIkjMT+KWzv+5mW3mbswUimFi5h7cIJrLj/abLPZjBOm8Lv+7fRo+rF7vPhGh5i1Og07r/+JqRePSaFleKiYyjaA/R3O5kzejb11bVYTWZmpM7j6tRpfLLzb3R3naLF2IzV7kAl0lF8dB9P3/k+Z87vZkniXYRqQzCZ+mlpqSWzcDYPPrCKH3/dy+zIdHLja7h6zHV008yrf7uLbP14xkdfjbfXR2ZWNp0N0/HFVSMcVhAIBPD7fOTlxPPO375EHxFNj7Uel9fJubJvyRzlxysRMWg4i9vtYc7SG4mOCfLN5w/R4WplyOZAIBCgUMixWi386drXmHD3KmwfdvCI8V4cDjtLRr/OzOX5NFcKuW3Rzbz8/kMY+vtZHDGPyDA3NbGxGI3GEQ1csRiZXEZmdAxGkxHz8BDN1eX4/X7MQyNpn0AggFgsIhDwX8FtezweREIRPv+/rhPIpGKCCPD4/PR2tyGVyhgTEcLhASH+gA+ZTMbw8DAymYx1L19DUqgL7fhZoGzC6sggmOhFo9UQGDAgm+e9ssGIxUK8Xj8hISE4HA4+++xtvnvvZwY7W8nNyCBCJCEiJY7xedmYB3vRpCRztOQwC6cs5Pjpnbi9Lu64fQWD3WaMBhPuofOsHu2h9kQ2o6cVYjp6gBZ3OPsuDtLQWolk/BgSk1Jobm7mgZvmUGNo5t1Pv+G927KYs3Qp6j4bFWU7Ecfl8/EHLxDuGcLvFuG81MtkkQbb6BQubPydWRMzOOCLpKOph2uzswlvOUBApuBYm4drVyXSNuRm04FvWKZJ54hTgVjs5cvf61D6i0mbvIAJ4w0cOXqIQDCIWCThT5Pv4IfGXXhFUjRhKWxtOorTIWbh+DWMzUqg09CGWqPi9nlzKTMMUNXewvZze9n/zk6iZDK+e+tr2kOSiIjyc8F6AJlMwn2JC5HnS7hosrA4T8/uY8cQiaBfKOCa6Vlk6lbxbsl+CpJzaOhrY8qYVNYlLsMxycauQztpbN6FWCYmM2U+9S1HmDFzEVO0ffT5u5DJ5SyctYSnn7/jCv9TclwiNc31/3L9/Mc7/RFEUhC5UInL6SQ3Mp4PP93KueqTLM2+mr+/+zRNlkbsLjvNLe0IhQJSR2ViLW/Ca/Pz5ddfERYagcinpLq9nNoPHiMs5DnCREYycgrRyRTU+iro7uzH4w0SYpIRGZrG9HlTqT57npLSc3gD0eg1ahSBOEzOM5dx1QIM/XYUChkqmZb5KfFsaTjC4Z4AuvB4qgbC8Cp8fPLQQxzat5EoeRy6KdPoLz9KWLub/Ye/4uEX76D+sASlV8ikGbm07G2g4uwWVNIhvMKJDHddouZkF06XFbmwgThpEvVtXXT2WTCZB6na10JCSiq/Hv0Ku9POd998y5mqDpzN5whzjCMgbyHYJad8+Bgdmzt54rEX+PHrLdx2811MaxnNC80fcKz8NEnxSYRGJnHtmDtoNZjQh4axt/gIfbl5VLprSIyKRyeX0WazEHQNM2nCTJ589288++xD7N2zi5iwXEpP/kzo8uUEa4d5df1rHN52lBveW094tI6lOffjRopQLOXk6SIEgNxhxd8g48PBZzEae0hISCQ/K5tb7l2HyB/J0Uv9LJ00lsmFhez5bBvdOU68chtNnkv0na+HHDENjXriwooYVktoaK0hNT4Fr0zER1+/iWVoGKlYwpBpEICujjYOHD3ArGW3sOPzD/E44YFHHiSxX8X+qq1IJBLy00fj1mgYtNqYkjmN36u3MNY/jy9sH6LWqbA5VSRrUlENi3EZQxAyjE4xhhnT+iivOsvCpFxm6Aroa7dw8uQZxBI5ISEqjMY+XF43YoGI4cHBETEUmw2xRIZSMXKtUCiQy+VX0kP/WJT7A4P/h4VHJtDV2UpMRCwCmQSRSIrfriAuKhSDcQQa+kfz13Urb8YjbSZo3Eu4PBJ3uJIz1RI+/fM1zJw6lbOlRVcie5FEgtfrv/J8zaVyLJ3dVFYeIic1k3GqQjrFlQhF4YSFiLGazCTpHHz06pvcvnYtP5/bSUywg5mJ0VTEJxIwNiMR34ilYz8ei4nwVQ+Srq+CTWImIsQVK+fGvPmc+n0Yq1hA3qQEXo7PYeHcHLq7LejjlIwLMeNKHkNvbzfVNe3o1EGkYX2MydRRFJlDm0/B1XERBI+eJC0hgRqRgv01mZh8ndQOeXGcqKBpyMz0UXHo5i9ndGAa27a+yHcndpOSnEzb7sMIBUIW5S1ixrR0vO5orkpOYeq4Sbx09jNuHpXDDpmEsyXH2HrhJwQeK029ZpYtW8258lreeWgVtc58zlb+TlZeDiZbPylrrufsiXfY+Msx5HI5ofowGjRB8gZ1HDtfxGS9kuRwLQjFdHcZaGmtZnTEAgLBvegjNDjbnAw73Lx94EPSxo3IHn6+aDueQismXxej8x/kjgduZ3hcETH+fBYuDKXq0xM01dcBIJVK/63Dh/+L9I5AIEgQCATHBAJBrUAgqBYIBI9cHg8VCASHBAJB4+VP/T8885xAIGgSCAT1AoFg0T+MjxcIBJWX730s+O9n2H9hMnkIgUCAbkMbR48f5nRlDQc+2UluRBoDzioOVx1GKBTQ3t6F3+/H7fYQDEjw+wLcuHYF77//PkGXkPKmUpweL3ZLJW+/eT+79u2lraEBpV/KI7c/i8fjJzM1jdSEXGzuHn7b+AMXGy5hd5iZMWkBU1KnsN/wK9N084kMDUMsluH2+okKiyY8UkFxw2k6ui2Y+qy0tTXSq+gmSm6l6XQJMycWkBOyHkPICaLyFFjoJjMpllCtg/S0MagisuhsLMUXl07ADoPNOmKc8di9CdRUD9Np1vDtoU6e+u5PaENj6Ok1MKtgLcmTn6Bw7HhCZBLi4+N57LHHaD0jZfW8m4jLtbPl7CG27zlCVU8NPT1dRIv13Ln2VQIdQu4vuwejuY+585dw7YKlfHjnVzS1X+Cl197Cahvi3hmPM3fRbB5b+yJ/euYvzJ+3gLlZ8xAGIpGGDHLtg3dxcetObl9yO84BKzmJo6hprWXjsR2899s7/NT4PXGxscyfOo+dpw7R0NiAPCQMXVQaYwvGcn6wHJN4GIu5j2zJWLTqcHxSKcZaJYcu7Oaaa6fxXd23vP/Vl5wSFDEmNwVBUEpyTAKnTac5WbSPsIhhnCI3+sQu9JGxzChcwMv3/YWkpDQkUgmqECW3LbwLiUyJXq/D3D9Ed4+c/OwHmZOzmDh5P9XDxUjlEXg8Hm6ecQs3Jz6K1+tltn4JiNWIze0kiUN5+J5r+fGDZxibHqTu0u/Y2n7hrT9/xKmOrdS3l5O3OAZ9MJLKsmZG5eURBOy2YcwmEzOm5LJ0dh5Lll6NUqlEKpWOnAIua+RqNBoUipGTyhVZxcB/OfmQkJArThwgKjqK7KxsjIN9+H0+Bow9nOntITYqa4TSQSK9ghAq3d/EkWIrEaOfQKQaTUjgN37+6SuOHz/OU88+x+9bDyLXahEKhDjtTuKj4xCLxUgkEgrHjQWdk9TIQmIxI0nyIJNIcNoGUYQXMKswlW6k9NGHrv4zpuWZKf5tLyZLO5mRNsqNSYhP78Es7efSpQr0kkb2loUTLhHTLfcwOslJdW8Fy+LB6AihvFTCnInTEYT7GR400HVRiFW5iNqSMzjqa8jIlWIo3kaiMpNNzT7+/sFH+P02Dm87xrIpaTR2dFBUUsrvvQ4KYqSIRUKmpISRGx7FjXOmErTrkMX3MnrqDEJCQnB7PFy3Zi7BQIBSZxeTpq7i7muuo9XRwsNfP09bZxfCiEjCwjVkJKVw94rFuM3xBPwBhM4hctNnUdLr4i+fPcGZkgr6gy7OXaqmun8fUTGRKMWQHJPE0olLmTF1HIcN1VybO46MqPkE7C6kQilRkYX8cGgPpfZGlEodThzIZDJMVhGa6BAOHTlEfGgCWy5uJE6hpv9cM4IhO16fh/byfg5XXiC6eTb5iYX8/cW/8+qzz+H1epkxfca/9an/N5G+D3giGAyWCQQCNXBBIBAcAm4FjgSDwbcEAsGzwLPAMwKBIBdYD4wCYoHDAoEgMxgM+oHPgLuBEmAvsBjY979N7nLbIRigXyBCKpXQ0tvHoSOf8UOREAEBfH4/tY1NuD0jikQ6nY5HHnqGD17+lLahSlzmYQonTqa5rwWHw45CqcA8NERdWw9KtRiX28fuE1u4fe3DrF14FXe/8AAikQi5QIzZYcVmt3L0fAeT0j3YJAPs6NmAechGIBAgUhuJyWjCNOzmh/ZuXp+4hlcat+Hz+uloO8Mtr+3C2O1kqGkHd2SPYbC+ArdfiE4Ux/Lb1tDd5aa+uxiTHSaljser6abBaMbmTWJf6wEKfHp+bnmTB1fdwqGgFK/Ij16nJnPuLNJcqYiCBoL46BkYYPX06bQ1djNo28bXJzLpa68lLy2Nqo5zpKUXEm61UzagROu18tPOTzjddJCV45aSOfp9bsk9hra/D4l+GZ40G5+e/YhRS1N45YdX2PLkMfZd2kjbxQY6A62IWxS89nkVdruP69feRKQsjU+3fUpsRAx1B+uIVEZj9bj44P2PaL80xPZ9P1HbcQmXy8XyFcv4acMp3lx8lBd//gthoR4iFXoyshKJC6zgmlsm4Rs08NHmA5gHeomNvo+5iwtYvXQ6d91yDQn6VEqHyhFKtQjsdl568RVef/2v/PLLDxSOmYlHJOC5v9xHhHYM4RF6IqPCKRj/EC/PnEjDub3kjJ7HinVXs6e0hr2/93Dd9YvwNXYzVBbH9ub3qBJcpKj1FNePuY3EuemMOjeTrVs6CS2IYmyUHG3YBIz+FiZMW05z5XzaTV2s6hqFZNJ4epsuohOn0/7dW3xe+zUwArG7YerTZCcrOXr+e256aBGHDu4b0c2Vy7HbbURGRmI2m0c6ce32f8rli8Vi/H4/Ho/3nyL9C+dLyMksRCSR4HI60enCMZmMnK8oQSCErDHj6GmsR61Ts+zBlUhkEm68/kbmzpqEJORqCiYPU3ShFYvFglAoRI4QpTYCt9XEsNWCXCknGAjSPzSMtV/NKL+dfSY5827M4qdNA6g1oUj0Jjr7h1g4bxZ9A72crTrMVUsepqJzH7U1nYSF9TMqbx7mwTO4DEO0ny4jOn82aQEnyVIjleFywhJXYC/fQ/GQkPkRctR6FwdPnMO8t4NYl4ixmQFEijlkygIcKv4JKetpV8o5UO+ko6+Z8RIvRrmYBXPGM9ReRmSIhMS4KLxDfcTJ1Vwd5kfu6GVwqJ/3NxuZes0Y4k5uQJc7F5Vq5AR28jTI5DIEuLn56Rt4YsV9dNOAP8xNr8HM4x9/iMHQjcfr5cDZMvxePzOmTcTkMNHUV0wwOpN7r72NGbNv5qMf3uKmcQ8wmNvD1ne28OelK/mhqRGjUUlPTDUGRx2GITk58WbahmzEKLO57fbneeXt5Zy4tJ9Ro2YyK97D2fOVdHW30m1o5aXrr8cskbJ57x4Gv2uns7+V3VUHGBjqY+9gMRdsl+jsMeDovIXZ+gyKy0sIBoMkxSdzkpP/75x+MBjsAXouX1sFAkEtEAesAGZf/rUfgCLgmcvjm4LBoBtoFQgETcBEgUDQBmiCweAZAIFA8COw8v/k9IUCAV5fAIfDgVodwoGDvyOXSRCLJdjtNiRiMT6/n6sX3UFr12l6jQPs2r8Nz4AFp9+LXq/lu1+/JjkuFbPUSHxEKh19rTQ1VbJqzVp27tiOUCikKrya+/78LLOXr2bXpi8YdjkRCoUkRC3ivmsK+PDLd1DIhORpZ3FgcDsikRCZRMQ4xRSCcTJkXi/O5kk4Xb/wxJI/0eWpQ+JLJmJGH3PGPcqXj/yFG7SzcBiqmZ58GzX12aTY9zBx9BLOlJawND2NaoOOCmElJVVbiI8NY8HYZdyUOY/IlEiizqq4ffXDWIcdpMZq6GtMIsynpfjsxxTkLqL6aDcL5l6P3q1HMymEupBIsuw6yPSzfOpTlOxr5Nj2v6JXKFi1Zjal756hsqaaWx428O73J2kz/0qcNpGLraew24Y53FpEREQEW0q+IHFCCiE1MvT6cAxdvdx/34N0tnTiEbk5UbmXGF0oDa2NJIRH4Q8Vs27xzQStPr7d8hGNrbXExcUhv6wmVVhYyNEjvzM7NZpmWT8pqVMpKTnNh08/S98pOycqN+OwuFCr5IyeIaLhaBM7zQbuXHEXxWfOUm+sQifP5+rF89mx4RAWbzOhKiHW4R5uWL0ER4iAI7/+QsG4UfR19bD33IusGH8P6bc9hcI6iFLSRlaqmD59GXs2XWDWlOWEp8vRtmo5svcEreZmhBFCHpy6Dj9xHLvURUS3CFdWEtk5eUSlOenpNDMpI4x8uZmy34ZoLjpPmHaAir4mls+ciVniZHpSGgavGEl5M0mq5Vg66wjEe/+hXX5ENctsNiORSNDr9Qh8YtwBxxUsNoykduZMnsOBE/v/eB8JCw2joakcBIHLHZwjDWKBoB+5RE5TZQU+nw+X14vH68HlcfHZF5+x+bfNBINB0pPSmTR5Mu1tbfh8PsxDJuRyOSqJiH7LECK7iJCQEAYGBgjYA5izEth28H38STrMPeXUttWjCqi4a+kiDlee4a71iVQcu4raHjmJc2dx6kIHMd54BINnUYUNMHH8WBIW5ePuNxB6spUW0UVS8+LIHa8g9owejU1JfVMXxZ1d3DpxFIP6HFKVXlT6MBQtDaTOnM4M+RQE5V1IzWG02JsZrRvmzLCPtMhMvtpfjsLlJTslkUSpiJpeM3NGRRGTPQZJr5UVc9L46XApEqzsOWnk4s/P0N/fTzAYxDRkxu8PILY76DH28cKPbyIWiVm1MBWXQILZMozX50WtUuMNjnRJZ2dmcvOttzJvwUKcQQsD8Xb0kmQOHznEYH0tCflR9Bh7CdPH4PVV89KTt7DjwBd4HT56zP0M2G1MnTiTu9evpKuqhczMDIaNJuobjzE4EIlAIGDO2AkUV15k5Z23Eh6ET3/4nr6+Pm5dcS1VzU3MiJ9A8blSZDI5RlMbvxx8na0n5WSnZjB1XD52Y9+/96n/J6f/jyYQCJKBscBZIOryhvDHxvAHeD0O6PyHx7ouj8Vdvv7v4/+rqRVK5k5YxdS86TgcTgRBiNer8Xg8qPVqxBIZQb+fgU4TpoEhTCYzv/+6nXp3HbljCvH5vKQkJTJ33nQWz7sKiUhAXHQiUpmM1pa6Eayrz8eQ2cSmp28jOzYErVJLfmwsOm04KyfczfEjLcxfOBVDrwl9uI7YiHCkEil3rL6Rp25+gTmFs5m38Cq+6fuF/NRcrrtpNn9+5FlmpdUwK1vF4b1HaMfBVwN7ECOh2V6OsP5nLnU20l5axdSUfAZ7PMwem0iE0cHE0QUMm+x8UrSVH/dv55d9v7J63a20OvrYUbaL787sxR/eTr1tO1dfvZaJGbNIjs1F5XfTLquiZPNO7LZB+jVW1s5+FJP5PJ3OShqM1WhjtBy9cIKoyHgW563gub88gU2vR0g/DcZKuvqMEBQwWyln2pzZ1A818f3P3+CSwZSM0UyOm8LmrZtQeTS0nuil+NxJVk+/loJxkxmVmczoadM5U3KI+rJ24kLDEQqF9PX10dfTw0cff8ygycTZ3nOow0cxe9ZKLO3D9Bn7+eGH1/n+/Jv8ULaRgUEDtTV1HD+wgZrOEoQtPpS1qTy6+FVGZUwgPFyISC5B3NvDmpmr0YQmcs+6B3DrxKjdcjR6FU1NLbR3d9Hd24AgZJCv332Zv331GXff/QQb3voLCbpY1CoVhfmRvPL1w5yoPknfYA/hei2SgIM/vf82qRk93D61D1t/J9Gjyqkv/R6jsQVV+HkMFe/SceIS+vAOtMoufjtVjl0wwCiVnKlhMkzdZei851g4uoIq+bcoxizj10/rEQqFxMTEACCXy4mKikIqkWCz2chMHDMiz6dSodfr0etDEQgEnCw9cbngO4LrN5lNiEUq/IEggUCQ0aPzr7wvLtcI+iQYDBK4nCIKXtbbNZlMuN1uKhuq+XXTpivP/KEF0O8YoekNBAKIRCKuumoZEmuQsoaTZEWN5cDe3ew8XMJ8WT4rp9zAodJ6EMvpOOdm1tVS0ImwkMucMbGkFBQgFQjpF6jIWb6I6JwZeG2hHO+TUmeJJ5dZtPf0kWIzYPYmI1R0cftVk4l01yJ1GAioslHUD+DTz6fkYCvSuLW0mTRY7EMcOXmcEhPsrTezu7oRa18fCqWaPLUbo93E7Fw9Da5QFkySYxE7+WTPBe5cvYrYIMxJTUGj0ZAen0hcYjJyuZycpHEsmL+UQCCI2+0lIjKCg6cMPPvQEqLDgjxwz11MnjiZW1+5F7FYTEOXgaqTR3jkjsWYTMOUVpfw3nevIQ668EqCzJyYz+icbA4M25HLxVw88CGXKitYvWA1hfFh6EIimJQ1jo5j/fjjQkhJScU43M+q6eN556U3yUkI44Y7HyMmOpxX3/iQWlksaWlpFCQk4jL2sGzlTG694w6iQnXMnDQXoVDI9DETEBDE6XWxYs5MGjr+NcMm/D8o5AoEAhXwO/BoMBi0/C/p+H91I/i/jP+rue5mJA2ETqtj/ugpvL35TQRBAdoQGTHh6XSZLyIMiMiNTKXSUM3KWyZT3Xc70sEBKrp2cfbQFvRaDTarA7Hcw459+1k0ez7JCWmcqTyNQqHA4XKPUGQFgzidTl77ZRvL+oP0WYw4EBEquosjVa8SE7OK5to9BINBfjuzgYeueR5tjI8blz+K23+O9g862Fe+G5N8iKmhS/jT+6/y2JTJlBpLEe2PodEbBFkoEQNexidI+PXkb4yPTMAhSsRnF5OnDqU/IZQ6SzsZ88aid4Zx5vwZkqNTkIeqcZh81FdVENU3htDoKmrrakmLOc3KlUuxSgPohsUsXLea5r4WTlaeo6OvnZAhBbKZ87Fh4Ofd3yNRKCgsXENEog5/qJbxCXOp6D5LojaVGI2IKck3oUqQ8PbvH9PldGCQh9FSUUJcbDZN7fXMS1hDl6qB+atWcvydO6FAT0nnJsRiMed7y8hLHkV7VQVNu4/Q3NtCc0IPYpGTebNX4Pb2UlFWhdVpRywUMW/xck4Z2/Hv3UVnewf6sHA6/S1EOxW43W5UUh3jcuczLXYCFY4KirqOsnpcDt4wPY3t5eTl5LD72E5cLiupvWk4A06OlR/g6Ed7GDdhBiaTCYVCgVAowmy28NFPbzN91EwGhL2cPXWe61fNR5oaQ25CEgO9fTz23P3s2bOfi2UXkMmlROq0nCo5S2+3AZVaTEp6JiUbiug161iSMR9ViJeW1iGSCiYTbzyCZoyebSU2Fo6S0OEbIGc4lcaaRuaEajjR6eFi00WMw0lk3zydpIZ4mppb0Wq1I3KBHg9SqQy32065ZeQ4/sz6Z3BEODh46BDnzhr/S37xMuWDTKHA7RwmKyuL7q4uXC4XMdFRDJrMeL3eK0Vgn8+HTqclNSWDxqYGnE4ncrkcl8uFTqdjaGgIgVBIMBD4J4H3P543DQwRkeZmXPxEZM6VrJrUyM7Pv0KRI0Yb00ZiXxfFjUYmr1lEfdclxnmr8ExaQ4h1HLrgBYZ8sTT6Msg3CPHFGAkaO+mS97B5QznXvHYdQ6Z2siMnkDM1nPDseegGr6ZJuokIkRdNmJqQlOnUHryEK1lI/HdvkDxvFBU/DrPptkU02wxMKVzI1198w7wcFUGJkqTsKCRuN109NsZqrHx9VsKpumG2/L6XcWMSOf7x8+jyFRTY83lo3Xy2VDTx41dfMi53FQJJHTGRkaTFpVFSeZ5P7liPsbWJB9fPoLwJRi+6lQM/vMia6aM4Vl7Og0XHiQrTMW/uTM6ev4jaG0pSQSgaTRYlpwysnJ/HTzvKsDgM7K0eoGEIei/a0IUGmeF6mN93fURMaCyz5VPQa5eRPdnDxkOn6fVJESs0fP7VW4SGaDH2Wnnvlmu5ZfJ4LrQ2cesdjxKZEsnS9dfgAS7VnWPunLmsvGoJ9/uuwjf5KlK9Wp77IOvf+ef/u0hfIBBIGHH4PweDwa2Xh/sEAkHM5fsxgPHyeBeQ8A+PxwOGy+Px/2L8f1gwGPwyGAxOCAaDE0JDw5FIRayfdgNJcYk8uuBR5ixYwKzJc4jQhzBz2hxys/OZmq3j6iXzuP/Webx4+3tERsdxaN8uEIDTMoDSI2Pjlo24HTbue/B5hoeHaWlqQyaTodWEoNWN4JyN3Ubeuu0Z3AEf8VlnOX3pBJc6dyD+B4rbjze/yWcbvuKjr15HavESkaUlPSOFBwrXMz49hviEaKR2LzJ3LMYBMf7BAIOCIbplBqSyTHJZgUQeSYOvnTprCZbBFk5cKOK3faWUXOwjQqhAp9MhUoPd7kSrDZAwuBxVdh+5sYnMHzeTxIRUqurMaP3RzF+VT12wkVrHJXLTJrNu7S3ERGdx4fhpdu3bidcXxO70ExWhJUIzAe1QOOeqiqhtriAhPoaq2jL2GPeQnBuLSqXk2aeeZOPe7Sh0UbS3txAWGs72mp/or+8lzR3OFy88zdbtIBWqiFbEIg+NQC4O41j1GcwDZnx2L6+t+ytDPh91TeVEhkeTk55HQlwSKtI5U30OmaMev89B7phxFMRko3PG0DNsRyVT8uaUDxHJAjS0d9BmbkcpUdLXNkTp4GlkMhmnSk4zI38CifEJdJu7GXYMM23sTAwGM4MdLbjdbuQhIWSmp/HInQvIzx1L5rwohm0OMjJT6RgIEhXazoTMaPotNUydPAufd5DwMBX5SZnowzSk6uMZctiZtmINCnEQu15O6kIxoZo09px2kjFWijNQwlZ3HU3Fu3n57oXkhsQwI2saiZPGMXWZBpMlmabsNcglq5iXmoqptoOXXnkSpVKJ3W5HLpdfLurKiIiIRCaTjUTzGiFZmZlcKC0FRiia/yBeg5Hoad6keZhNJlTikdb+sPDwK1KNAKmpaYhEYjQaNe3t7YiFQqKiIy4rLjlx2O1oNVpEQiGyPwrLl+l5VSoVTqeTqIhQtHmxeKRqvKlGfEIdNy+9lp7+NrThPYwalcPc0H7Kzh9FHIyiTTaK7z7+EU/FVs6dViPuaSMj2Uvl2Rpqzp4iMdHNXL+CgrQMugXDhLmdRMxIo8vi5/cdbXR9+zH9FSfY9OI3XNh6jHPffkm/p5RjR/fSr1WitnbQ02+ly1hBl9HB1qLTJOVPY2uHiBIbqEQmKopN+HvNiNxBvvrtBPOvWUpt5wCPPfYaOSHRvPnLHo6dOc5vZ/ZQe+EwixYu5mTVV9TW17Fw7jxc9kEEAgE5OjUZ2aP48KcyvtvyPT+89Tj2ti7ONhmxWIYZO6YQSdDPsWPFtDa3EKdV88hDL9JRe5zjJ/oxtvfgd3XgcPk5fakfhdjPyqvHk50+k6SMPpSiJEZPmkdaigKJ/TCOIQcCoYBzJeWYh6XkpOeRUTiNssYSBH4xm0+d5ERVC219HezavRubzUZ6WhZzZ04jr6CA3/fs5YffTvL4jet48PHrr/wv/5X9HyP9ywibb4DaYDD4/j/c2gncArx1+XPHP4z/IhAI3mekkJsBnAsGg36BQGAVCASTGUkP3Qx88n+a32bxkpKYhN2sZuZYyIqYS4/Ry5rrk7h4VMealc8SkymjoszPV3tWsix+Cn3aRdjtkQgE3UgkYlxuLz2+HuRSOXtPHSBu4hjCQ0IZdJixWCzotJoR3H14CAq/HrHATOGoqXRbDdxw1XXYTBp2XDhDeFgkVosFt9dFdPgM2vo7Wfrg45jcIyIUdy1bQKO0ncKcVILBQtZelcFLH9/Bz6cuEBcaRZVCiE9UwIKb52M4cYFT1SUk5eVy0TPM8tV3IxI0s2PDYXot/dy6+gEc9LHp55955MlPSQiJx3BJTXlnBaUt5USkJxCdoKU+PJGWLcXMWpzHsQ8HcaW2kp4gJT8vhcXX3cr6p24mLTmL1s5W8FvRqHz8dPB7knJzqGuoIy0jGYFDSGV7I+fPXUQiCLJr20GCAQHVVZdwOO1oNTpqDNW48gScOLWDDnc9Ty29HkPSaqrKL5KTPZqK0lLmTLmajpYhvrrpU8zDZxju6cbl9bB9124O/b0KsdvFZ9+9ydGmIkQeCXKlmKAvgqR8KYNdIpRBNbkqPU/svJOrl63i4MnDeCVWGlubcae6CD+VwAPr76Wq+xRvv/Q4G3/6hpoeUCvFeJU9PHP9QlTp6ZgcTpQhGu5YNZUpCwuJyPahtyk5H1aP1AvZ2Sm0VeowqS6RN/lm/AI31149F3PAi8jkJiQilVlhIZxx7ueqedPRT5zBsO8wAbEEtdhKfqadiIT5SC51MzEtiuGJLfTbtMTOXE6E7xKWr1/Dfe3LNFsTKYw0EgxWk+xQUTVsZf/2/QgEAlQqFYODg2g0GgSCAN7LgulOp5OtR39DdyHsSvHWe1k39x8bt24c8wrnqpeRLk+lrP8i8TGxSCQSAGISUpi/ZBFffvoxra0dyGQyVGoNhh4jQb+fka8JEPAL8Pl8SGQyIuPjMfX343a78fm8gIATp0/yF/3zuKvOMbZTTEhOLpfKHVxVmMsvf99F9tQZyORRjAqF9l4j+UtuZmpPFZGz8xDub8GVLiArLorSklpiVNfTaryAZtx0bst24Qy6sfhno3X56TDZOXuhFYVWS1pYCjf8dQGf/L6T0yWXmBHfzfmWbjpVUqZY5jMutQtTtIznPjjNzEmTiUqOJU2vZKiumqLqZOIlXrLGTKLd70GqaGXjjoN4ft6O22XnxVu28mmCjWse/Ilug4TOFg8KRZBJBXlUNrXww6aNPHHzzUTHRyPRRPLdht9RCUfqK4NDRnwqFW7zMPfddzuxihSeevMUkWGhpCSmkjknjY+//ZHQuHSWa+7jh/O3k6XREZWgp7q2kehhGdVNRk6VVPL+a7cx6/bp/O2TQwx2VbPpUBF+vxu9PpK5BVdx1fr5bPzpO+LiJOi0MhoYJhCQ4nSb+XDDR8jlOtLS0siWehk7bTY/btzIxXPnmBK+AvNQO0Kfn4yMTC5dqvh/5/SBacBNQKVAICi/PPb8ZWf/q0AguAPoAK4BCAaD1QKB4FeghhHkzwOXkTsA9wHfAwpGCrj/axEXwOYapsnkYU/1ZtZPf5mQiEqyJmSxYeM+Yn0q0gtUPP3ecUymYZpae5EInXQe+gG3swOtVotIrMRjteHwOXC4HIjFYjZ/9wW+gIdAMEBifBIxggjsajsauRilrRvDheU898gytv62n7g0HbtPnuGqW+6i/cxRTP3DdPUYaGuvZPaCO6lua2PQ0EZ0dDQb2g5hHB4muyEHd3YS+0+fQUYWYsklxDIVxqF+jpbuw2220NDRSFR8PGuvvo6yY2UkChKx+vRMXqBG2TDMsMeMxpvJ7MIp/H7orzy55K/sqD/MybNnCY8KIzo+ihCZnGxvH3U6Ey+/8CzuQIDCzHVUNh5CN5xIb3cL02dMp79vkKkJd7A2u5CujlrWjlrJp0WfEx8fz8DAALkx0zD7HZTWnmFmcDTn9M00dfaQnpaBVCHDYrMRr0tCHrSTIk1EolfwSelrLI5cjEDkICY+himOewmGxPLixvs5NLiV8soLzJ8/j9pLDSg0Kl7+4n5EogCiYTGxrkjeuP9dNp/eTUBlpq1LSU9XGUKZgLyMPIx+I53GWuwCM/ZhB1HR0ej1Ot54bCV7T7aRFJ9GW187d9w4C1N3F+oYMcHIqxicN4tobShr1szlxCkDaxdmcqzBi7GrlKLKFoYH++nraGTrriKEYhH3PXA/7aWHaDK1EKmJZfTMEvS+WeQWTuf9D3ah6Urgl4+/5vXnX8NtvJaIFCOD3ecZVyCnvqIGlyQWT5UDWVY27s4eWqK6GBsjRTLjQewCGbb2T+nbZabwpok0l3qIsw9g9rtIikvkUk0lAoEAx+U8uj5UdiV9U1FRgUgkRiKW4Q94r7B3/pF2sdvsvLrnHhJis3AMSxCJRNQ3NV4h4nr+Tz/TXLUVtVqNxWLB6/UiEgoJ+Hzo9DpsVivBIDhcFhQKBU6nE4fTi91uB0Y42QVCIcEgHDt8lrl5hWhCyunr/ZVzlRXQ1cO0JXMRiMWcLHFz69RRZDb2I3UWMT1DQW2FCr+7B3VnHK7ZXoTZcxjwOmgYcJMdYmHQFKDT1EXz6SIenrOYoqPbWJKXiypjDg4djBqbh/6XA1gswxzvCJKkj6DHE8rru/bw1JIcdu+Uc9Oc1Sy58WrW3nM/y8ZPwOVzMi4rjC/qqtm1q4PbpxYyZlwBF86Vc8ecmzGGuvn2qwbkskHGjc1joHuQTz/8G3959xlMQ1JaWlqIik5hGC/zZy+kUZPC3KRU3m0zoxZJiEpPJBgI0tXdzdT8Gfz9y3eZMX06L6x9jB9Ob2bD5p3Y7XY0mnAaQ5+gqWsQkz6UCTlRpMVNpH/oLItmzqOywcaZi0dZnDeb/KlS1NLZJPVbqS4+gUQySNGlrQS1wzzw+MOEG81MjEylcHY6tz7zV+bOnMmZ04do6WzGYrFiionkjYWz2fDdl0ilUiy6NiROGf29HUybcs2/dfqC/1tmtv+vLCoiJhii1LJo3l3s2PhX3v34e37e0U5n649YLd08++RLPP7cozicbtSysZw6fYQHH72HEyc3ERWTwLrnX6f2rZ843l+ESqnhqnnzKatvpqurCZfThUalZcDUz7icsSBw0t5p4IGFz3Cht5mnb1jLkkfXEqLUIlV4yM4qICFaz/bdZVidHfh8fp5+7gXef+cthEIh2cnp2J0BkiITiI6Cvg4VbfYmVi5YzMbtG3H7HQj9EmSqBApTUtDFC1H3iQmbWEBdezeHdvzOvY9/SrqvD0HLEB/V/cy0CdMxGEwszEzkk6O7aGlsZ+7k2ShCNXgDDsJCY/ll0/f4fX4efvQRrAM28PsoyF/Ix1+/QHhkDEGXg3sWraGosY2BgQ5CtHp8gwPIk+LwISInNJ2f931PZmwqM+Rz+LHze4SIuGnsDQhyw9i/ezNKj4SJ8ZNQDyloEdfTMWzEGRZkYlQ+XrGMHmcXQrMIiU6JLgKqmhrQR0WiNnsxCtzUVFXi9sGS0Us4Wr2fh1Y8xKfbviQpI4aWegehCh+TJ+bQZejmdNkl5EoRQpkcp8OFSqlEIhNyz7V3cLK0lPqmCzi8PiZOmsRTN9+EzWaltq+HQ2creOPhe/j42084V9bKrWtXceLiJboaazlfXo1SqcBqtaLVqVm6cCpjxixicnwCXx/4nZtuW0luRjhtdXsoOmnhky+2MWFiIQ/clEr+5EmESGZgGmhH6KnHGpaF21JOrN2NP2oSKkkbm577lNVPP4hh0E3b19tRj2rAbppIzNob2PTXT5EPNDCsmUaSxk7WzFRueOrzEWf8D6Lqf/Dh/+M7KZNq8PntyBUhOB22KxH/P/6ORCIlGAwQCATRqTSMnbISx3A9QQE0NjShDIDncpf6tbffQowkSHFJJQeOHCIsLIz+/n4kEglBgYCAz4dSqSQQFBLwe3j+2We4fvoE+k7vIDo9HlV2FqXHzlPtUDFj7jp2/fYXVq4cT2zUeDpbD6JXpdHQf5bd27qZKhwkedK1mPtD+PDYBiYUTmFJspo+6wAqYxeesdMIMcchtp7FKU/mSGM7i0IWc6L5b/hSkvni6y/xeNxkq0O46/E3eO4vzyIWBHhyyUSWP/4+LQe/4HxzLWerAhwqLSY9NoJ5qenEJMXh63FzwNxFnFZMQfwNfH/yA1xOPwumLuNUxQGcThcrrl5OXEQYX/74AyaTmdefeZaE6AjSE9P521d/w+eXInKbCbQJEMZ4+K7oOMsXLeapuauxCS3oR0eREDORtr5GZi5ewaOPPs63X3/DoHmAiNBwJk+ezKGjh3G73URGT+DW2YUcrTxJWW0t66++EXkIOAZ62X/+PH6fl+HhYaZnZ3LJ0MvkwilcqqwkMTGG6bmZHLpYhd3uor2tCX8gSLguC5OlkTlTp1HdWIvT5cVqtZKemkOkT02Nqx5Tr/lCMBic8N996n98R67ZYuLa0fczZ1E+X3w/yMX9dUxOWcJzT8zgqRfv5+0P3yJNN44hxTA9lou8/f1XNLaUkJlWwMQp0zn11XHWTZnP5IzJDHcrmDI2kaiMej794G0A7A4rcrmUhvY6EqJTSU/Nwdhbxbr5d/JN8Q+8+ei7PPr2/QTNQdJjFTQ6mnnx/mfZfG4r7TUX+fzTj0mKSaCls43KxloA2g1NpGnS0epH09xaiXdoOkkxicSlZ9BTXkunMJR5TgXFgV5a+wfRNoeQrY8mJTOWXJWKX7Z9zrwVc5gfvobi0qNIpQKONftJEIxDFO8mLjEGu9XLkZMHGJs4iRsW3oJGF+D8hVL6e41IBALOV5bjD0B8TCa11SfJHjOFDcWHUEsFRCXGoE+KIkQ+C59Ryd6yNxEI/JyvKWP62tn424XkpabR4+/kyIYNZKfm4rcHGRdYRpNvC+FiM5W9Q2Tk5XCo+BiLp87n8PH99BuN3Lf6RgxlkDu9kM6uBvwuMbaglXlzF9PbYaCk6yQZ4aPYd3IXMyaPp6annWi1AonOxfmaGs6Xn8XjDaB0yrntjluYNC6XnNhR7C85zvnaZi7WliGWiBmdPBaNV0t7h5uAMApnSwiW3l0U7T+LyyMjRhLGgaISTMNdTJ87nQuXahAJBbzw3OM0navgL0/chL03DqeshmeWiokcn0TL8U+J1uiYMrULgXsC42KkzJinpvHoRcp8MZSe+Y7pk5aTudCJzyumYdcZ1BOiIC6Z5ff/SPe3P3Ey2UBIhpqyzU4W/mkdP7/1Z6J02ShtPsL84OgMQkQYkZGReDweFAoVnZ1tCAQQGqrBYHAhEo1AJi0WC26PBbFYjMNuHQEfOBxIRFJ8Ae8VWKdCoSM9OpnU3MkcPPAdfW3nUaqVNDY24nQ7kUtV9PUNIBaLUQkDZI2eTK/RRXHJafr6+v6La8frRSqVolAoUCqVdHV18dkXX5KVmkWq/GqqygSkF8jpD1lEXvseRB4D0xasombXxyimdLDz4ADrVsSQnDCJFx9W8+mGerKzwvCe8iJ2dPDYtTfw2+YehgMOugY0TGmvJj7cSpUrjPSgid17tzE6pYOgIsDMLDXxj61l84bfaXHIePmDP/HqXXNRoCI971rOb9zEu9uKuG5uHHXtDchlQqy+ABsrajhwcw5vb5UQE26jrKac4xfeYnDYQEhICDa3CafTxuwZc1m2cCX79xxEo9YSkZTC6ZIaLM5ups2ewQ87d1OQkUxFfTOb3v6ByWOzUCd+yej4qew5f5Hc/HgOv72bztA9HDy0D4lEQkd3B273yKadlJFGe1srXN6gPR4zG49uo6u/D7FYREnpeT74859JD+mj3tBLQOghf879bP/6U+x2BxXVZQzb7Hx047V8/eMxchUi2pSh2B0R9PcPYnf2k5SURE1LJ719A8ycNouTp0+QmpzEkeOH0eu1/9an/scTrkllcqpd5dxwy0qCwQBNjl3MWTnMvQ+tJz81EduQmxkTJjNt1VvIpHJ++uQpjL2dfHx7EdfPfIVl/W+js8RRdPIUX25+jXtevp+gDzRqFUIgJSUGuUxOqEqMQAS6hEUc6D3Phs3fUny2gjithnUzbwOgqHQ3pRW1nK45wOLZM7DZLESER+DwuZArZISFR480u8jliKMDPHjDMgoKCqltbUDpl6GUOIjPS0YcaOQHYxGDgwHyJhaSa9WRHhrJuPGTEQ42syR/HTGCKIqKjyOR+7j9lhtZnrKOV19YzIfL7qGlvZZ+WysLZs7hqdVPk6YRE6fQc/Z0CZ2dnViNTqy2YZxOJ23tVaRn5aM5lcjYmAkkZ+fTa+jEFRQi7Z9PQqSN11c/h06rRYKM7ed/Ra0OwevwEx07HqVSyviZEzjXeIp3+55gk7OIv5efQJkbSVxKEj2eHkp6i1kxeSyzEkZx8EwJ6lw9aoGE29bcilyuQ+gRU1dXizvgJCoykjZLHWNGpVLX1siQ0cjS0TGcOHuGmqY65AoVsVGxTJ1YwJr8GEKF8Wzee5yTRWc5dGIPYyIKeeyeh5g+fiJqrRehxEOYupbs/GI+ffs+4kdncMedCwhNDGHxrCm8/doqEhS9/OnpR3j17tuYFJ7FM08/gUtdiDhKiEfZgdWbg7/NiNI0mrPftJAri2fSnNkkpt9FoPJWXGH55I0a4NYH7yLdX4+jy0dDczRt4jz0uSF41Q5qu4c54VZhupTP6X1eQqffT8Klk8yZuwJxwEDGklhczj5Ot7fQ5ZuKQqHAZrPR22sgJSUFj8dLb+/ACH2y34/NZruSw/f5RkRVPF4PAoGAJUmref761wiLSkKhUBCvSqKrv5fjxZuQatWoBWo0onCuWbGOe25+Fpd4BO+v1Wr57psNjE6P56q1C3nplVf+SXRDJpMhlkgYGBhArlCi0+nw+/0UF5+izi2kbZKcYwe76G0t4qhAzPGSMnSaGK6+fyXa6EKuz1fj8GbRUivnTLmbgswIOquraFZfYqF3GFNPkJPHt/He1xvJDwvn1N6jyJ0D9Ha0U1nSytJZufhmZBPURdBu8hEek86Ny65iaNDEQJ+RNSvWkzzvz5ypqmFvXSexSXH8ZXMJealhfPnKXSy8ejk3rb+WSxf0eH01DAy5iE8MZ3DYgFgsRq9T4wmY+f2Xb1E7JAREPk4e3syc6RPA72D68gXkJYdyovjUyAbhFVAwJg+BexCbz8kNSxai7e7lrS2f8dTf3mPe+pls3PQzLpcbrUjIof0H8AV8zJ0yDpvVgmnYgjTgJypUjzbUS1RSCrNnzOSnD94nP3EUwuFqvthVgkYlZ/GCaTz58L2MnzAOmVzO/Q+sRCkVo40oIHvSaK6+7T6yMtNYu/Ia7njgIZxuE1KplOjQEAC6e0fQ8CEiDwG/D5/3/4+plV0OBwZTC0G/iyXLliP0Sjl07Cjy/gjumv8kv+/ez9f7PiEyfj8OpwOFQk5CxFSUgl4CPhUlmkaiBDs4faYIvz+Iy+3m0w/fQqPWUJiWQFWvCYfDhc8lZfq8q9i88xPEfifdgQ68Xnj+by8QoYllVt4CTlQfxuVysf/EYQJSD4snL6a4rAypSswnH3/Ek089g1wuISMtmYqqGt799TMaO6pxRcVjc5uw149iyD7M8rkzKatqJyMrA3HQiSI7HqNETHLMOIou9OJznGb5xKsYlZ1CgnwqnQZYMFbF3otNSL1+hs1BovRheANuPtn3DapQAw3nB1GpVITqdRh6eonRxZCUlIjT4USrVVPe9jlhkgTsliOMik+mZHM1yx45zsaKXSR4ImntaGf+xJWUNRURpgwhQR5Hh7uctMwcyi6Usu76m0mIV7J/0wkmF+bx1l8+Qo4Hd7+XeFUu46dO57T8aTILlyDRT0IhFbNp99ucbj5Ldk4WHR3dVNWWs2L+dHKTNDgDLdQ21iGRSDjcWwfBIPnZ+ZRdqiYiKpJp40aj8oZRUluH1mDDbBwg6LETHxOBrCeLiVOhsd7J2NET8Q2WUdHZhtvrYepENUf3DnPrddNQh+bw666veWjpg4Qkujl7poXx+dPp72tDYLUjCokmKvZqhHGDtGyXETt3KYv8kZiVsRw8uIs7rpvMod2b0Ik9nHIKmXu/DmtmDPret5GqbyR+ahzGQQsp6laExDJuRjahKikXUyzk9pTRNqsA+bkK4jLGI/alM/rhbtp+9aCXiGlra0MoEOF0OWhoGMnH/5GDh3+myv3DfN4R6Oahru2YG/oQiYWE6fR02uoRi0QMDQ4xpnAqJedOI5XIUWtXIlfZeOLax3l/y4cghN4+I1ddcxN/evVp3v7rX6989x/zOR0O5HI57e1tKGRyrNZhvvj+K1T3JzBmOJNTxXWMXTmZiSYLElkE77z1Vz57+2GESh0Nhsno4xqorHKRmGxnuEGDxWwnXTaZi2NzEMZkUdLRDAjYUnKCl25/lk93bUMTkYhXH8VNYxLZXgLD1U2sXrseh6uaU72h3HLVPBov9tK4X8fW/t9prj5PY2clr730FxpbW+j3QWFqgKSJd4OjE0N5L2kY8NebOHCiBBgpfjudLo4Xn2GOOpHZ992DsO4U6WMKkct1XDhdym03uLChRau2IxT4mT96Ip2eQZ7+8j2mHS8kNDeDvYe2EAz6QQBPvPcRErEYr9eLThNO40A/aSnp3L1kJXe98w4ut5e8UC3zFl+LRGnGYxHz84GD/PTTPjRaC3/f0s6QK8CMwhkkJelR9FixDxnRqeUMW8U4XS5Katr59POfOD22hrkL5vDdN9/jdI7UgdxuO4/f9Rj3P/M0ufp4dBP0hOm1+AMBTOb/qePwh/3HO32/30dC/Ezq68ppbmygrbWVpDEb+ejFx7nnhbvICs+lZrgen1XD1ISbkap6qOtr4PEttyAJqqg0XIBuPyBALpOMaJTqNMRGxyKQ6JBLXCycdTOl1XspObaHrIQ1DPYU8dKqh3noh0do6G5D2a9mV+kuvju5i2Obf+D2l/9CYWwIXY199L32NjfecytPP/3AZV1TL73GfgKBAB19tcweP599xTtRq9VoJAEcIR6CzgxyUiWEySPwCz2ERodibrYyJK4hxhpD2thMQnuqOXryMD9/cCdup4Xvi3bjFtmYkDmNBfkLOdZwkBdW3UN1UT9dLhF3ZM3nr9FHcQ1YCc+JwGftYLCvn3kL51Nf08SBqADNrWdZsWQxtRVH6VWb+Nv238gaI+WNz//G2PGjMXoNzJw9HZ1dhVsKRUcPcd3ClQz5vURGhLLxl9+JcYXz+p/vQ+7T4VUNcqqhitX6QjYadvPc1HcJzJMjMfm489UHKC47ypQJM8iKyCMzLYw71yWyeOY8AsFmevoHqev2UVvbgnnQR3p6OldNuJFx07tJFiezZIYKS7ORIY+cvMxEsp03kCY/Sfr8CRSX1tCwvReL0IBKWEPOxPFEjFcSH2Om3yLCJ2qmstxIbI6KsdkTcavjEQtLKZiajV/VicrpJzw2mq+3fMPqJQlIg7PIWx2GN8RMMCaPoMvADQsbMDZ3E65aR1z+IYYHozj/XSsx2XEYzaNxtfcQkxpBeHQNzmEdHUM+zhS18KBPx277MUJn5xOt1GOUuGkRp1G//ziKihZsrtspKtqCSqXCarHi9weu6NtaLJZ/ytf/oaD137nRfUIB5XWlWK0WBAIh08bO4kzFSYLBIE21FcyZvRwZbty9Ck52H2TcfaOZOmUKx06fQgDU1dfz0EPPYrVar4i/+Hw+IiIi6Onpwel0IpFIUIWEMG3aDGZOHIs4bCyV7SE8+8E9OIZa6XemkByqwbihj+0/llIx1IZ7YICJIXo6TLn4Ai2I3WIEqvmYIk0snJbKnj37iQ2NotNs4bo776I5dRpBWRlCrYaY5NWU+E6x4dj7DDst5BxqJmC7gN8gYCBSjicYyj3fPkpIpILW+kYUOhW/b/2Mn377kOy4OAYMAZrPHOfIuQq279hObGwk7e0GBAIRMdER2Gw2ggEfOXE5SAMitA2nSRqTyz2qNF759h2EQiHqECkuR4CKinqmzJrP3tLTnNx/mO++/iu/7Cql8/QhJBIJV82eyZ6iEzgsFoIE0Wk1OCUSPnvuBWRKPfPGaREgwOtxcanfS0xzExMSFRyv6kCh8FHTf4nlWfmUnzTQb+nh56d/5OEPbmfN4uswDVnpGzBjMAzhdHn405//hEwmR6PW8NtvvzNx6fXs/fFjVKoQoiNieeOjDwkNDccm9RPwBCltbkOr1WK12q405/13+493+uFqPXfee/3/j7q/iq7Cetu18Wu5S1bc3YUI7g6FliItFSh1o+5e6u5GvbSFAoUCpcXdSSAe4u62kpUs9+8gffv993+/79Ee3xi/PU9ykjGSkcx1zzmf536um/ore2hqbEClVNHdXkxvmo2PbnuY4QN2zqeN0JziYsg0m68VIn6/9gJvfrKSzKRkLOYRpFIJer2O+KgoKqrrWHb1g8jtg6gNCjbM2YBUk83DL1wm3BLBvHW3s2fnHC5VHiaWFdx6s56EgjmE6Aa455olzEtX0d1ejaNDxf4/fqexs4JnnnoIgcCPzWYjOCgGo7GLcTnjKK8o5/jFI2MbSmTgQk0Zzz21AYHXg1SSiE4Vxe79WzBFjCI1BnO+9wKro7MJjruRP0u24xP7WPXIcuYtWEJVRTGPLFrM/sJ91FQ3EByi5dymVq69dwFGawJPff8yg2YTEYJAAsLDMbmDuG7eIr7e9D1TJ81j76G/mT93PrrQYPrcCqrbqknOjmLz4VoCAgMBMJuNdHaLqRyoIzk5maFhE3tPHmb6tDkopFLef+9dHn38Se55/gO23LeYMoubm5Y/wVDTGZqunKJFl8Onz31LclQKk3Im0NbTgEYrJyBGy8RMLWpdJPVVDiJz51HTf4Kq0gOsnnczZ8tPkydIJTpEzL23rGPrC0Xsq+7GXmvFJ02mqGUPwaIkAvTjqaq8iEQpZ/fRv4mKDqKm4T1eVq4iaM61OIf3M9waRGyonyCzjGlLb2ag+Q86hpvprRthWrKHQZMYoXgEg8RPWOAgh/7sYHzSNOqHNpOeNkB41e2MFDSg61jB5ToVsdN7qClykTBlIjaHCUnyFX68fj/LXn8Dr15FT4eF1vNlrFhzO6YROZVFhcTGhRA0/k6qqhvo+Lub7Jhj+KcG8vL2PoIDj9DaP8a90Wg0uD3uf5O2BAIBIpHofwtR+S/KplAoRCwSExQUjNNmAQREBUax+cXdpN6eiMdkxOFwcv7iYcQ+L36BjPVXP8MrH73CK8+8xOVTRUh0OoLT0ymIi2P3nj0I/3H8AHR3d5Ofn8/ly5cJCQn5lwZ68uJlpk2UEXbt3Wj1UZw9XUtiTjR9pm4e/uhXZIUXGQ1SMuQwsnL1TVR/s4m6zi6GbGKGur7Ba07ietUQhiE/G26+nR7/AFJDONbBfi7XDHCNxsbrb1+H1TaKacSERCjgvR2vkpSZxJM3LOD02XZC5H5ueu5xrl11Hbu/+ZnpV8/B7vWToizhm1eOUtTVRGFpCVoV2O12GhtbCQwwYDZbeOnZZ3nupZcwjVq55poJpN2whEBfEZv3XmRwcICF8+bT3tnF37v+JjY0nMbGNpqbOwgM0HHs3DksIh02t4n77ruHnzf9yqNXT2ffydNkpeVype4KEyeMJ9gQhcnho+JEGSVtQgKDArFYLSgUMvwKM0VyGRqVj9FRPwKBlUGzALHaR29jHy/sfJapKxbw464DbN3yFbff+RxnTpwCIC1lCrPnpaEVKLjjzpvJLJjK4d++Qq/TcPFSESuuXU7x5fNU19fjdDjx+VzcfvO9nLtUxeXyo/+tpv7Hi75PKsLUHorjH5fD0quXcdViJc8+fzd5ETmcqj+CQBHA07d8yd6dz7CqsgFJpRwBfrr7e5FKREilUvALGDRbSJ1+DX09FQhEj9FYdj/N1QPc98EXRMflIWgVU92wndnmAro8Yh6dfz2q9GuIirfx8ZZv+Gv3fgaG++js7uGJG9bx0MPvMd3Zzab3P2Xv6Z0A6H0TicxuICBAzaIF8zhy7ARCoRC9yECfuZOC5Hwu1F+gu3EQocpEn3GA6sZKLGYbQqGY8qAIxknSWDDpMc631GK2mmmoqCY/Kw+hSsWMGTfSXrSZoCQZu1s2oW/0YrbL8DtFBKgMhGnTKa0+R3ZyDlWFLQwPj9De3YA+yEBcUBA/bf4JsVhAako87V19BAYFM35cJL1GNx6nl8KiIubPn4dx0Mg777yF3y7gSlMlpaUlVFZXM7VgKrNmzqfcfJTg/ihGrEaOlx3GarLxy/lfeeLWFTRWJuEMu8T7k14mLmI85oHL6OPlGHsCKe89QeiwG+sFJQvy74D2AOYnzkEnjuTnv39GPyGSX9t/pO1IBY+tvoNzl78lKkiDJqCWuLw8qi95iMsOxmKzYbZ48Hhs1NSdY1xmOlVVVnJTjfSPBBI0qwC72URzo5lum5/8jAxGZHYCBEZ+/W4y69ZUIu/uZUiuxh8o4PT+Iq6eegflIVa8HgXpEdNJSfwVmy+Q+Ok5dA5dJESmZWhEw9U/rKLwwy8QyqNQC7sQTZ7GhR9PkB7tpDIlkOoDjcyI3o6jS8ySO17k7xfupC9hJtosMZcP/U1ISMi/vJ3RkdF/B6O8Xi8OhwOhUPivEP/XV7lczfXLbiA3J5yPv9vEsmVXMdg7yEO5L1G8q4GYqYuo3//b2EQuIFPI0Osj8aicXHfDzVx//71c3l7Cjto/+PDtt9FLpez644//JZ7R7/dTVVUFgFarxev1UlZWRmpqKo2tzbjO9zMQFIhfG8jRv3bR3VvFnEkL2Vd5irbqTh5//hmOl4Wwc/tmcscv4YbnN2At3MPhEyWcPX6KO+57iOPlqVw308zhw39T2dRIxZVdDBrDMQ4bWThpOX+e3IpALEMg8bNg3kx2F5Zx8WIVAqmYGzJzsY6a2H30TxxyL71FZSyZP4+/Sk5jsRpRKmS0d/Xi8XgIUQfz2Wtv8NYXn1JW38CI2UyAWoNEG8br772H2WTCODRCXkEenl4Xz97zHOV/n+dwyVlkUhkKiZis5FzuWn8nM6ZPZ2R4iB9/2oTf6+cvxzhEIgEBYQFki/KJjEoga8oknr7/Xu6743H2HtyOaXiYxKQoho1m/KM+woYtiGJjsPsCkCrsrFh+Hd0//4xUKqHo9EWaR10Y6xopLcpn1qSZ/PLHZu65cTXXLr2ep15/joWLljAhN58dm7fy0L3rMY4McerSZc6ePc+KeQso7RogOzSMxvoqnL0WyqrP/Y+a+p8v+m43r3/5BB+/8Q2ffvUCAdJgqv46j06XQNlQMQ6/C5w97D30JheqzuF1ufHiH4NZmUYQCIWEBQbiFQhJSs7h7uuf5e7H56OOsDApbjXHz3+D6ptvCVOpCIq+ne//nI3Xu5Xh0SGOvnITmogW1r9wP61NdQQGBbBk9lV8vfl7fjl+mj+OncOQGk2wWkJYWBhG4xCt5j9JdCRSU91DWkoiGqUSm9OJLCSU3JhsnnntYdQRCVydm8/fRw4ze/x8GisuQkEwZ44fQxEaxPeb36TRWoHTZsIvUzMpPYPMiRM5U3QWobqbl2++ha1VW5kRMpPC8rM0Dw7RMdKBISiEG69ZRsUP52npasA4OMyU5PkILEMI1XrSDDJ29vYSpA9ixOFEJvcjlvhp7zDywqNv8dWmr4iNjQUEmC1mpk6ejlYciEfi49KgnVnTppOoSkWZG4jpfDuvF71EhCYMt8eD3WNnduZ4EsI1RMYHsmeXm4icTAK17fTbz7B/SysxyTnMSV/O+cpP6PBdgzpuHy5nAz/v3o9SE0JCYiQPrH8An8/D0Ogo3X4bT957PQZxIt2DNWw78BdxYROpbr2I0WjkhgU34XS3ER4ZwcUDjVRWDnChrp7AQDmJzXbib0vF3zfK3Pm5NDWd4PtNFwgLVBAZVYMoZCWzb3+Iw5fFtIzWcfttc2kcmkBQcx9Vehs1nu+we8ToxYHIhCfpNelInRWE2puASjQV2exu9g8lMXPl0zS3FXK+p5K7AzwE9SvxxWWQOamA8acrOe6KZvLnP7Hj2BkuffUnICEuNo7w8HCCFTryY9ORa5wY4jJ47733/i3v/FcTVylX4Rd4GZe+miceWYfC5yY7bTqxBiWB0TI2/noYk1qIuLjsX8+93+/HaRMya3Iem3Zu4aZVt7Ji/nx0wVoEdQK+fuYZzp07w54/vmHtrU/w7gcPcf89b6JWqbDZ7QDU1NT8S/kcP348ne1dfHJ1Gtv+3E5J+TlkMgOffPYej973IoNDI5Q3lLD+4bu45f6fePa5D/n6/We4/Hs0e7d/zdLlq4kWBCIyacjPM7Ds1oUofFYsLi8ioZDE6CS6e7spbbjEg3c/zbDTxaVT+7CPCgkPjgVFJe1drTz9yKO4ceByupi/aAm3//YbuXOmM3HGbD795BNCtBpcrjEH0gtPPEFPmxWFWk1paSlatRqr3YEiUkfLnhYWz8rHhZbGtjayY2JZev1c3n/nPeQaGevXPElF0V6qGqtxOp2UlJeSFRaLReilqa2dzzbcxuKCJfhwsfb+e9j5SzmmoYNERESwbddXzJq5iMpL5wkKjmPR/HEsHTeTXac3svvIGaQiJVnj0rj38WdYc8tKgoOCiVRI+XrfcebPHs+wR8S4mDQykpJZPm01z77xEHGx6STGp3CxpJQ/Dx+kta2V5PgUCpJyaZTXMrtgEhUVu9FPjCJktJ/T9YXMvPZhju9897/V1P940ReKRDx8/0p8VjuDxkG6Oq+gVblJjwnmfG0NL9z7E7sPfk9tTRlanRr7sBmPUEBOUh7FtZcwBKXTP9BEeHQMRw79CXY7H330KY88+iCy7HTGZYey5/e3mR7xIYMJrzF33Excgn7SIq+itDaAb165jrrmWgICtGg9fQw39aDVahk1D9JhGuTjO+5m8ap5SFQKFs2bw8LFS0hIz+TVF17AEBDMmiWrMAnddNV2YwgxEJ+QRZfZQ6pwEsq8Ptq60liSnk7OPB1FZ05y4thRAoLCqWwoRqlQEhkeQ2dPKyN74GLbRbwCPx1Bjdy0ajVb/96FvFfLvNCZ/G38nYbmej76/cMxz7dIQlREGG3D1SREx3PNonlcGvYyd95caq80kpuQg9fhJTYujhnBt+BuUrJ87kRKk2KwDVsI0AfgdFn5+qPfKOsvo7S0jOqGSlIzxjOpZQLny46A10VZfSlCgZCEmAROnN6HS3ktS5Mz+GbnF1xsOsOEEAP7a0pobRrmzecmEaiQ89cRG3rncayyAYoq63jkqaf48N0PyU+bw+mTJynISOCW617i0KndmB0mHO5jaAOiuPmGG/h9/0GSIsZxSnKSX3ZtY9k1OZyubGJaZhI5i2agn+mnuqqcPP1UpAwSqs5FHWQgzbGMeXNgdNBCmCKa3hEJIZ4BoswSwtMC6WlvwiXqwj77JxRNfrZt3IEqbhU3vSzh7Ek9Ydk9YLYzoEzCSzSx1zzBGpsKWfMxhvo7ueQVcvqsC3+/Av3EeRR9sR11m5HuKUvY0T7M6dPf4Ha78XhcnDt/jvz8PDRyA+PT3LT2WQnX20hJj2funCm0NpQgVUUT4hexdNosjtQ2YLCFIVcmEtxtB4uV4fKjSNbk8eyLz1B7vo0RdwtdHV14pV6EAgGrF6yjuPYEdm8vX29+FQR+JkdnkpAQz+23rkUkcDJ7cTJHjhxkXHYgOnUa8aE+GrsFXLp0hg8//Aq5XA5ARUUFH2z8kSGBj8LLjUTE6EAoo7a+lv3HtuK0u4iKjqKppQGxMxafQEi8IYcvPniOcRnZbN/yA1nJBTSaBsiOySE5KJQ2owVj7yVUahWVdV0khmbSPljPgYP70YXoGLGbEKskJIgT2PDYS3y19SQ11Xswmy1Mis/k4w2vkx6cQdWJVjYf2wTA9JxJ/F10mujoaF7b+D5+l4+M5FTq62uZO2k2B88dZd++SnQaDVv2VXLbTZOYNW0eGemL8EkCWLB6HkdOHGFiZjab9mxEKPIxfkISGQlTWb3kNl7/7BHmzMuju8fK6fITxCXG8tmHrzM4aCI+PJaRkRFiYuTYHA5mTk6hts1DfX0jfoGF0ituDPpQGhtr6T7Yycrrr2fnzgPs3PIdv27dTEFyKlqlho7aFg4OdZAQEUVRbzVWh5TqunZmzBzi2007eei+hyktO0tHwyAHj+5lZsEMbn3xCbweL9eunM1nJ48SFBSErObQ/6yp/9/L9v/Z0ikDsFeaCA5KIidwKaXVNRhiIzlTfYSUpJlc6h1mavQShAIfFrMVm9fDTXOXsz7/HfR6PQ8/9hYqqYFFmbexKPlOQoLiePO1V3A4HOzZ9wMjoy7uWPsi57qfIE0dxBPz7yE3YxJO0QCFp19k7ox5CAQCtFo9eTOWY2EIq81OoF6B3+/nw28/QKXWER4SzoanH+PTTz/H2jGIw2GlvrGVM1eKOXf+BAGhqTS1jDLqFHDs4B9U2FvY11yEXtFDnG8AYbWDB+feTVbGOLCriI+PIzMri6z0XNBpOF13mMeW3Mpd191HcsoMbL5WzFY7A85uvKn9DLsGCQ4Opm+0F78A9AFaHF4fYrEAbWwSHQM92G1dBNuDWaZ+iqbSVqQqGQlxcQROyeBcRwV+Qpg6dQrrFt7JE488SpgqnCumBlpbW0nPzMLj9bL+9rtJjglmfl4BWm8Uvb2dpCekcuFiEWJFBHm5BXx9/FtGbCMUlxXz7LffYhxy8MrLTzI9+n4sVg8PP/0EV0YbOHT6DGtWLadgXB6P3v0AClkgEfGJVDV1MDTYyuplC+gaHKKzvZvEqEjOlpXT1tBNS2MhSqUCTaAek2UiowH5SIOjyFopRiDpIi8xjwrhHprahymy9FJz8QwXKquICxIj8i4mkino7cG4lKmkj09H6Q4i/Eo+4anNXD7l5FyVmrBpq1n53FOc3WdiSlY7QZIMzL0BdFypp/b49/iFXSgsx2goKaXoLwszjBZsCVK06ZmkKeoQhHvYOiLi7K9Poeofo1wGBAQwaVI+Ho+Hc+fOs+nPn9nw7RH+OtlE4xUzt10Xw4q14Wx45hoeuiOPufHpKB1OXl//Is/dczthvi52FfUx2tVOxVAbjacP4K4qwWhu49dff8Xn9yMSKNDp9ZTUHcNoGcThtCGVSfH5/BR11TIyMoJEIqe7u4febuEYeG1UyZxVq8jMX8DUqQUsu/Z6pk2bQlpaGk6nk56+IXyKWLpcHsIjPfyy6Sd+/HYjS65aQGL8IlJCsujsbmNcTgGX/vqIt99aTbO5moSQSUilgQQLFZhGB9i553eeeudRNHI9Ou0YQfTqRStBqEWOn+y8fPqHuxgydmG1jhIRFoQzOJOsaVO4+c7rSEhIIDIigi7nEOMDryYkSE9QtwG5XE1OdBoP3HUDiYkZZCbFMy4yDqlUxrKUqURHR3DsUhkZGZk0dR0Hrxp9kJaUhUvIyU1i494vWbhgKumZKbS3d6CMEJGfl8Uvnz/Nq/feTEpaAq98+gyRUdE8ds89tLW2kZ6RgEajROEwEZeZRkRsBE6nk9z8GfT39VDSNIo+Qk1VZTl2u5265nK6uzv+5StdKizkyddf53RhJUePFSPw+zl96AyXL5wnPimOU2WX0CREESBTk5Y0n7qOLlqaW/j0p+/ob2snLCoalVpHQkT4GIrb7+NyZSkREREYjUZuL1j2P2rqf/xEbmpigV8oNLF66QsMdEnpHj1AgHku57rfBpebdmMfUcExDFkGsTlsiMRiDFodsTEplFYWsWDmQlIkCYij8tix52MUgW7MwyNo9XoaW5uQuP0IFHKiw2IQSyWsnbiehDQb4h4fbSIbdlk0Pxz6hs6aEnImX8fzN1/FG599zoNP3s+WLT9z7ux5JkyYgN8L86feSUxSN2+//QttvQ2kR+YRlxzPnoN7iE9IJCNxEuUXztBiqmPR9KvpHbDz2g1P0NRexN6KM8h0IlIyMtj2+29YLGbUahUul5sbVq3G1tJOi6mXoLB0bpyxipxMA9c8di+3XTuBtgE/slEVR2pOIxRaiY9Mxu8UU9/dTFJYDCvnPk5YkI9BHNyQvZLeP4Q4b67j+ruuY/XaexjpN6GRgEQtIS0jjfCoKBpqqnBYXKjlQai1cuTaMJoPdnLNEzPY8tE7NFkHmJm6nD3nP6Osoo2VS+6gqv4saamJlJRXIpfLqa2tRSCU8dYzD7HqpjCsm8Mwz4hkzx/n2PDpQ6hVWpLjE7h56b20d1VjFun4Zcs7REfEolZH8NSTa6mxi6k/vp+m5l7qGmpISYnlwukzTFh8C3UXTzMuNYspeVOwiZpYsWwJxu5iOkxqggOHGBzWkTlpNrrBDkoudjO7YAp7Dzu5a9kkzKUi6iaaiGtXMhQiYaCxjriJlyj/w4cq1kBIcB4xk+tpv9hGh6kSQvSkBoSjdp3CI8mmtnI/Icp4ButikMe00HbGyXCoE0VgIjnnT7G5K4gW5WwqhUbuMaTzzeVXCAgIICUlhWPHjgECXC4nKpUKjT6Iicmz6BgoZMr4FHLUSZxvLmXNNRPZWVRHUsh45of7+P1sE6cHTby8ZiqW6Eq8zQF0tUv55eAxysrK/knfEqEx6Bk1DiASCXG7XPjhf+HzC4VCPvroQ2JjY5k6NRu9LgyfwAw+Hy+99Aqg5671q5g7fRVDQ0N4fFBUeJ6SM508+9odDA8NI5FKADezFz5AY8Ux6poqUCiVKBUKpqTMRmoQcO5iIfOmLyJZG8rJmiIcQRoKD+7i7Vc+pvC3X+nSCmluakEkETE8PEJ+bjY6bThHjv/Nl098T4u7lFlLriU0IAynyYjZZuOVN14kKjaIjIiriQkVMdguYuLCcbiGSzG5lJTWtfDdr18wYhoiKzubB5fcwtRV0zl9VMaOP+/joQef5s1Pf6Wy8iBysZTxEydQW12NVKIgKS2B6is1jMvJJDk2kMGeEXqH+njykde4+7H7wO8jRh9F3/AQFruRzb/8ROHxc4Rl5XN4/0l2/PEN8fExfPrp5/j9Uqo7THzy+sMsW30jm775mhXLVnCltpS42HiOHDnJiutv5vfffkYgkvP7979Ruu0Ur+//iIL8ieTl5DEq8aHtgR/3/8ALz79IdWEFe07uI0ofTOdQHwnROZhG2xkymchPyaCuuw2xSMTI6CiRYRG0d3X83zmR6xF4mTRuBh/9+AiG4DQGe1r5dMMCkqvXcflcPaO+owxa+rGYLSAAtUZNV28PbocZAMFwAInXp3Lq7H6unT+XD3/9AJlUxnXXLqeyupJxiXOJiwvg8OWzXDVjIcfbu+lyCJmUnUaIqQLd1Fiimq+i40ox9Dfw7mcliNQJfPn2J6y6Yw1zCqZy6mIrTs8gr360nvj4cLr7e7hr3ZNcKBIwNS+Cfcf20NpaR7BeR7u5EblcRnFtIX4/bL28jfWzbuJMXwlWqwOFWILb7UKtVqFUKrHZh2hpbeSZB59i0++fUllbzZWqTGq7+8nLSSMuMAFFkISff/0DpVKBSCRnoLaPIYmHgvzx5OqvJyJjBhldXr6qrsXkFFMz0knUkJPr5q6jvrmd7qYStFo9q65/kvHpSfh6XXx56BPsdgexQUk4gLdff5kpwZm0NLSREX8b81LEeO095PRPpLvdyrY9XzNn7hyKLpcgVyrp6urC5XIRFR1JlMPHpdPtBEx38sOnrRTWbGRCTh4Wq5eaxlq+37GRGZOWEThxBpKt77Fg9a0M1V5i888/09YzyLSC9Qh8P6PQpfLQo48RKI0nIymFmrO7iYxUcvryYR54fDGtZSUEq5JIi2pEoM7hj1170NndhIybyw3rFmCqlLDgFjDVOAlc5CPBdQKrLoek7VE4xhswlObSNFLFxHIZ+vUX0EvjsASVIQj0Yas8hlw1j9bD0Vgm95M/eQ5vfn2cFQuXc/RQK9MnW7A7s+m54mR8yiecr3mNHOlFclJmcbJrGwkJCUgkEgoLC5HL5fh8ArRaDcPDw3gGezlu2oXZbKaytoGgwFDSY9Kot6WyIGcOG755hG/NJvITF1F66TAvuWXYjNW0d7bh8wkQCH2EhYWN4RTEIkZNJoK0BjBbGZULcXt8BAcHYewbwu13otXpePTRx7jrrruIjJSgy5KB30fHQD+hoYns33+Y+JNZDA4OEhmbTP9AN7WNTWz86V36+/pJSU5FIhJS39SIXhtEW3cjMqkUhVxOfEICLa01XDf/DsprymnpqycwRsnFytP/8Hz8fP7dp4STjsVfh1IfiNs6jM/nobq+A59j7LAq6j9DU0cb23fvJSUlg2++2kiiRsn9N95LUXsP3+x8jxXzriUwMoID+y/zwENrGDC24rcrUavVSO1+crLHsX3v79z07K1cuVRPaspsGltLaaw5xaLF8+jvHKawsBCNSk5B2jz0IS7Gp9+ERBXAgcO7mZCfx7niUvYdOcrUqZMpLStmxGVFI9OjU45QfKmcVdffQL/DRE9WFEmJz7D/2GlsNhMbNrzFsNmBVqMiRh/Msw8+xYjbidk6jEzmZ8GMGZw9fQyv14tE5GbE3MYPxVvQarQEBQXy9/4/UQdo0cr13H7zGkSiQBRBgUQHhWIeHcNx9Aw2Eh+VyKp5qylqKEKr1RIWoKetV0J7V8f/qKn/8aKvlLr5+rGZ3LB2BdHRk1m5agrhwQbM+mFCcyKQXJTiEbvx+X0EBQQh8mlRq10MW2wo1VrimMTfh/dTUnWJBVOvRSkVoQ8MZOuunfj9ftwqBSdLzmK2GdEGK0gICadyVzEOoZV7bo5FlxyDXmFi7dR7uPa++3jnlTuoqz3Dg7fcihsIk4ewaFYcM1XTub5/HUOmZkLDQunoG2B45BRbtutYm3k/xb6T9PT3I5NKUKi12KwWxGIxvx/cTG33ZWaEzGFrxVaszlFmTZ1M2ZUaTMMmJHIJ5y4Wsi1sCx29dhZOm8e5+oOU7KskOy+PzMRl2GsqSEyORKHUUFFZQtNAB7MmTUeBmuyp4yj6pRnzpFzW3pfDSBy0/PAHxqYAggK0nD5zjMykFdx11yIUrT46uwOIdozw7ptf8+cf33J1/grqajUoVWJc8Q4u/9pFdIoPr1hFV1soYrGXq3NnUdffgcg/QlhwCD4ROO2BrJpzEzH5sVjdSRw/sZdwp5+tB79l5dJFKJViNv32G68/uYHvtv2AJsxNy+VvefDqNWzdspGOzk7W33MvDuo5cf5rqquL2XmshI2vPcXq6+5HabBz89AaEvKSmTcnmBm5YTy+83PeXHYtF1pHmX7VRCJ0p0iZMQ/10QLMVgvSjC5SpDokYbE09zbis+QRrvDSEd2AS9yOuS2TxYvnkBgipdXdQs3fZwlOtaAWp0OEEEHUVKwRx0iMmUbRL7/jaO3E5xmiIMFAwfQVjNR10Fh8nEHBZkatEXRHa6g89BHZORmUl5ejUCgJCQliYGAQ/G70+mBGR8fcO26PG7lKgcIvY8hk5NTAKdYsXk/pcCErIu6kVdKLJl6ErlFPReFfuDwufP4xa6dIJEKtViMTSQlSKDDabAyPmlh71S38+PcP+Hw+uru7kEkVuO1uhoeGEAgEfPfdd/z2228cOPAV+/fXUFJxibbmLmqqqzlx4gQIVQg8HqLvfIdnHn8MiURKgMGASqNiZNhKZEQEtoZGXnv+cyqr97F1x16uVFWRGpONUpDCwgVXUVLewo7t2wkLDqbfOBZS73UoiM4RcqZsGNPoKGqlGqFQSF52GvHZ69n5y22EhQWRvmQxn97/JIcP7+eOW+9gyd3PcM+663mhoACX08V3WzZSV11LU3MbtoFennv3ZUQe6OhoQyaUoJQ7Wfv4jdy45gYuXa7G5xEzZTCTNTfdxG87fiMiJAydIZAYfSh509JYMnEq8rBgFDId3hE5EXFKNpu2cPzU3yyZcxO7mnYRrklgYLQFocTJrzu3sXnX7wgQ8NGXW3j26YfInzCL1h4jBkMA+dlqXG4xe3ZvJS4qA4HSS1hUHClxgZSX1MM/ucfRsUF89s13TJ42lbaGVuo6qli95nrKL58iJDKRnMRxBMfHYrHbeXhNBicqjlNYWYJAqkGtUHDo4hFaOhqRiMX09PQQHx/P+BkTOLBr33+rqf/x5Z346Fx/0blDuANDGDrto11YymhRIHplCRmqcH4+X0xxWz0lbQcIkG8gWdnChd5vSYkJorDsCmKJnOdffI0ff/gdwegIN0wMp40UmvoaOX/p2L9OiVl5K1m1eC2na/dz6vifvPf2q1w7dwp1PXauXnENek0oi655gG1bXiQ1Mpar165j31+7KC65hFgoJioyCqVGQU1NLbNnz+HQoUNIpRJ2/bqXZauXIBTDiutfZse2V/D5fEgkkn9j8e6750FKjxVT1HwRqURMWnI6/YNGJqeOp3agFo3SgEIpRiIWsz7mNj5r3MawpZeZObM5c/EsKp2UgsmTqW8sI0wcSmpyJqum34RWrOLvtiImLlxEz2UPjoARcpLc/PTTD3gtAWiCnCyIvJGXfniBOVPmEhAywkCtjVZxPzq9AZ9biFhko+FKF9+8+jG1xjaETg9G/zC/796G3hDEjZNXYPINEZsoROaxYSeH9z55lbrORq6deyMBiSpqC+vxyH0Unj2J3e7n+pvvxNjVTHRSIpGBMg7tq+NC+S66urrZ98pfbK37mfMnz9A5bOKZp5+n7MwFCisrefGNlyk5cZzSskY8Mg8qqQIvHp5/4llKLpYQlihkSmocXRYItafSIaon2ZaAxQ6GNDkifSGegQxciniKa44ya+pMJH2h2AwtGGtOEypdiFl7FIFJjTI+gBCXk25hFLWnjxIQl0pAQBnCPgM9Ij9h/S20DbfiCk9lyCam71AnU64OQjxUQTWzKWkV4Bhx8Pu+T9Hr9fT396PTBSAQ+BgdNSMWiYiKjqapuQWhgH+Aaz4EPgmI/Pj9kJE+lT7TEHfd8in5iii+b2vlyC9X43G5/rchLqVCyexxcxkd6cQ4YKHX5CA51sCllkqiQuLp7GshOiYGn8/HtCnptLUPoFIFcOLESVQqFVarHblcyv79+7jv+ddpKTmPRhHG4HArk+YtoKH0MnK5Ar0+iNbWRmQiDeNic1k0eykW1xA/HfgJuTyAwd5mfvvwFI4oF9cvnUxoSChrV6zD7zPz97HjNLc3oxSE45MMEB0VT49xkLmT5nGu+CQPPLOJq6aNp7HzOF9//B1RESEUlhTS0NCAVCJFLJFy9oef2FvWwfaje+htvkJsbAS6gBAGe4xU1ZTyxKNP8snnHzMuK5O3P/+CgY4WXn3lBUZHXXh9Pq5aPIMLFyoIFgvweBKIC7MzIWMORR3DvLb6KYLmeRk66cAVYsPU380dLzxE39AA6ekZlFdWIJVIuffu2/BYpWTm5dHtNWLrHqa9tZlR+wD6wDxs7nqGBntICo5HFxSGtaeNR154g60/fsZf5woZ7u5Do9HhE6mpLr84lsmt0WAbGSEzMw2lQkt3TwdSiYSvf9/D9k8/IGfC1dSVXGDR0pnEhug43GnknYfX43J7yM7I4kLheQRAWGgovf39pKSlUldT+39necft9HD0hJilMUOcrjzPvCVXURcxiGjGNCJs0H16C/H6BKq6hXgsmygxtRIVGUlNawsGjQ6Lx8PFoss88MZmnr8tkz0N8OJj6zG6FlLbUoFxoB+/30/+lLnMTFvIbyc/Ji87n5ULb2PEJ+aPP54iITYBv0DMpdO/IxOKqO/u4OWXniI7feKYx1kITrcTv9XBNVev5IbF13Py5Akyx43n1rvXIpaJ8Xm9GMvqEYvF5OYUoA8OoqNlGLupnb/27yHNNw6NRoPVaqW7q4vhUSPnnW4MAXr8ciG1TU3MnjWTn/t2Y3OYePq2l5mYUkBnh4TMWQFUlBYhHdZw6wN3UF3fTYgoEsVkMXT2kRQhRpzvQa2wI3SIyc3NZ9vu7ShHRcwO97By7Uqy0uewbesGNm77hvDwcOIj41l782Mc+OsT/GoDv+3+HqE8gIyJcYx2NqCSJdDX2IR4tZZIWxYxcQ56LGau7GmjsbERlUFC8dl9VO3poq2pmXvvexq728n85TdzoegQM/Jm4vNYOHD0OCpJMHJRGk/cfi91neXcsng9hUVVmFvb2Lx5C9etXsnMqyZw8txZehqbyc2YxNmKgwTIZMSnBVNafZGTxRe4N3MZ/pBOssJXYipsJELdjDo7k/YaJ2qbl/JeL71l55i7TMeErEmMXJGhkYnp7zTS3xSHKW4P0eHxSLQDBMUtxmbrxT9gIW/hAgSqPgbK5Ax5g9hzspGJ+VnkBizjUGsVWrwSIAABAABJREFUK9fM4cDfWwkUTuS3K60M9JpJzp/P3uq3SEhIwGg04vF4GBoaRKlUIhCK8Xg9tLUKiFDn0GupQCAAJTIsPhc+n4+YyAyUYh0yqYtvvnkEoaufgIR5eP7BL//XZeW/ohAlEglev5XS9nqcdhdqpZzGriFkUhlmi5m0hHx2/PkDXpWOjNB6rJ5Qhox+kpPG4/GMpW1JpVJ+2baZL77+gqJTx/n2nY8ReKPpbmoAZLi9XkQSAYtW3oDc68VmNvDGphfx+zysefhFfv/mM2ZPmsvH258kOSMboVDIcw++QbBMxw8HvuOG6dfgNLehltzGIXsxQssZ1t36MXNywynrXs3hU0UsyQmhpq4RuTqK6oZKYiJTGRoaYnBwEK/fS1ukgcW9oQxGt3DG3seVK7W43ZVMn/UwgtoyCstLSEzMZPW1t/HuBz9i7q7CaLQxOjqKTCZj776TLM0Yx4naBj5+/F6CclLQ6aXM6DpNa08ZtZsq8EjiuXyxjHvmTyUgNJzscUuxdtRx09Kr0YSGsnLubYSmKRB5Qvj0q5e4cLkNi6uPG+99naXZ8Sxfu4QocSIBsZnMW7WMdJUTn7uP6ittTEjPIHD+HE6cOINxZIS42HjsDitSiQSpH/r6BhkcrEUoFLDy+ocZPFGDx2li2uSJrL1xKeeKzuIWKxmvamDylPGMOkQM/VPK8QM+kYjAwEDmzlpAXU3tf6up//GiL1XKOHb4I5g2lZLzPzFv1UQuemqZbjew4buf2XV0B16fD4nIh1/qwyN24XZ6GRgwkpk+DoGpC79cwOtPz0MmEbH0uqVE5aWxgBE+UKgx/hP49enXD/Pqw+uwfWQmR5fBIzev47EPPmJm7izmzLsD+up465vtjLpsXHPVdZw5fomW9g4iIyPp6ekhQy9Arp/Apy/9RFWfE4VcjtdpZ8DUT1xcLAP9g8SHG6gY1DMnbSp9PicB5gAEcVE4pA5ERjnOy06igkLRavQ8ZPBzXBHM/PFLsAn0nKg/jMXmYmBolNi4RHo7bWw7uZfolBBW3XYHgz0DfPDh6/x4//fMWj2HXmMbYY0ByARSzm4qITA/hKi4UHb9tI+C6bncN3c+vxw8ick9xMK8pVS2nGJ14A3sjzzMy+uep6SuCY+xh1l6LVVqLTG2UFQ5/aRnjMN95jRr5t+M29TFUGc92dmR7PhiO5vO7yIuNBJDpAGtJoRRhwmZScRL93/Aocs78bjdPHDz9RzYq6Gjo5G/Th1CIhJhGb0MogDCIqS88OErLO+7DY99AL1Oi81qIiBQy86dO3HYfeTmZTNrejwibR6y3mCqGyupqztBa0s7J48Vc/6QmAfuOE2dJIYI31SEI7tpMMag9UvxmOpID16BRudBNhKKKN2Jq72XjPEFJC4cQjRcgPm0GfU8GcU1uwlXjkMTJsRW1URpowRVWgACvmf2krsROQ30boqiNrKYPc+8ReDMKI6e3MHk8bdw5LSb935ai0KpoKOj419qpcvlwmw2o1KpsLtcCARNDNjkiEVCPF5w+r348IFASN9AIz39Df/GGIpEIkT9JwAQi8XIJXL8Qj9ejxeNTIdCKcJms5AZHUuT0YTC68KuEOAZNuGXeQmMDeZyYRm33HYj5uFmLGoVYSFn0Wo1uN0ewInNZmPzj79y4dR5vv7+Fzb6vNh9JhR+A3KphLjEHEqKjxOQXoCjvh4vPlYsuYeqxuNs2/gBfpmUIxeOgM9HVVUVgQFBvPDWY0SEhdHQ0kh7cidW4yBvvvoQvj+D6G5r5qsd7/LJx9U8+shzyJ11PP7KMaprqzEaB3n5ifcQeQIx9feMhbR7fFhNPt4++AEHTx5l4aIFDI+M0tU3QNG5TQiFQs6eOM6CBXPZc2AHFlcP5mEfw0NDSMVibHYnOTm5NNTVopQH8NmeD3kl5wWO7W3ihmuCWXzHWsKio2lrbsTlcXH64lSSUjNxCYwUt5aTMPFmxifGsb38CDO02cQqRjl+8RIhqiCKiyt554Xbyd+7l4+//onkgEhanEaKNh3AMjWGU5eLuHSlgmvir6W3vZsVNz1Ea8sl5k+diWiwi0+37WVWxjjKm1toaq0jJzWfCxf/5oa1y6jZ3slQdQOPPX8vOcnpFFeWMWLsp7m1FQFCHI4xbEZMfDx33HsHh3ccxWS1/Y+a+h9f3klPzfDf+dBPmM9c4YJxP73dzYQFLOWq8Ul8feAdOjtbidBOYcRUTmBKPm2N5zAYDIwMDxEeFkRTaxdCsRjfP6PtOp2G99/6gm0//4YiQMJfB/b++7NmzpxJSUkJfq+XXV/uwaaMYdhUgVwl5t0XX6JxsI0AvYHxmTOZJF/DC39fjVQqxe12E5KxhFtnTmO64HqkVxlxthlZ8/wNjJpGCQsKxe33cO30p2jpOkqkNwFviJtoZQi9knaaGzuJj8rn2OXfmT9+BmfKL3FzWgqDEYmsm74cZ6CBitZLbPzyIzwCIQZNEDV15Yh9UiJjI1AZdIQoQ5k8YwJbtv7MO89/xP4/t7MgZjl7O3dhdlmZP+M+1N4R/DtEXPv+PP6s2Y0mIImzZyq57ca5eAbVdHZfQGcPJDk/iz3nTqAKF9FxuZ7IkHASM/KQKKVoRmFI38TJc0eYFbiW023HGREN89e+XUyYvYSkqCTCVSoa+nphVMv5is24hGJGensZNQ9xy/X3kJ2egmdUzQebNxAfHceM/Kk8//aLLLv6LlJDrCRMW8CH77zD9GlTKCsr5q67H+X4iYPUX6knNjGWO+64m66ao1gsU4lOVPDFd2+zJOsu9JnDWF0WAgaiyL4xjZriOiZlZ9Bu6iE+JIOmqgvYnGFkT82k7RsJ6Y8JcVwewZAhobNzCwEhMxE0BdMd249M58Dfa6TlchlT8pMZEi5GE3qc3sEgTG1NaGJmUf+rhXazi57S4zz06e28/8UzxMfdQPvgIY5fPILNZmNgYACpVEpoaChGoxGBQIhYPFbLtVqtiEVSPG47IokMp9Px716Uy2R4/8mu/S/mvkajwefzkZqcgsQlJLZhhAqtlBBFGKoILbXtpxCLlBiNw9wfGcNPdjPd3V1EREQRFBLE8y8/y/GDR+nz2NFLlXz59m1Un7xAv93DL3uK2bv3L1wuFx6Ph0fufZDT5wsxjvShUmuYkDuNutZGKkovIPTJ+fClV9jw2UfYLCZysjIYtHno62zA7nDgcjrRKjRoDQF0drWjUqnweDzcvO4Otm7ZzC2r1qJRp/PNz8/hdDnxet2IxTJe3/Apb73xATkF0Vy+dAHhP1ygbz78mm27/+bc+cP4RCJczlHsdidTJi2ku6OciOQ0SguLQOAnQKtBq4P29lF8XiFOtx2dTsu82bM4de4ydtsoLqcNBGNoi8DAQEZGHRz4eztXLV2GxzPmcgoLD8Y0PIpMFUR2ehjT1tzGld3HKK2oQB+opqGpllUrrqOpuZmKsjIy83IpKSxEoVQSEBzCnJU30V9zBZfThd1ioryiBARjbiqZXIZQ4CcnJ4/YmCjiDdHMuuFGSi+dp7e9DpvNj1IMmuAQnnz6Be5cvx574wCFtefQBQViHDIyPDjwL7NJKBAgk8v59ofPePH5V2hv60GuUmAdNf/fWd5xOgVkBNv5pHMnrV0FLM9dx/W3TGbj1x8QFDCP8Sk2PG4RA8JbmDAzhS/eWIjf50fg9yMSSFHI5EikUsyWMTePRq3jUukZYvIK2L3tSwAkEgkTU/MZMbqRiIRsefRNJmdMwy4e4Z2tLcwoSKK+rwWJVMTatBtZ+fxNXH/z2yQlJdLW1j4GxBqoYPu+Mnb6NhFYpOOOdXcyb+aNXLq8n6SwdPxSJ2ZHK2kpOrymXuYmpXKkrhSJPpIbbr2ZjZ9+zsDAIH3FPdwsmsefDYXMYiqHDvxGxZADh9hERmw2kYEJuE1q5GIDImsaPa4/cVptqOK1FJZWEBMWw9ZdO7nScIl9Z48jV8sYHh7mzLkzaNQaJGIx576fxYLs+zGUm6ltbqG8upxQ7wSGhuxMmZKFydbLpfOV6AyDyGOn09MdgKyylIg7svi7ag/hEbHUtbkJ1HRwpa6M8zVnsdvtdLfUsfePX7lh3t0kZadT31qCPiIcoc1Ga+0QyckJXKkrZ/+RfThdYLENkhiZwLDDzsTxk5AKRegikvjl++8Q4idBlYppZIRtu3dg6u7E7rQhlTm5eOQQth4N6fMc9HTXM33KDGRWCXmTJqEUWhH5A/AJRSxcksRwhwe328HlxkvMzJ6ElgBO1jaQlhHCpQNaZvrAmGxBp88nOCSWEx37UXcfxCZYTaBMiTZoKkcqFEQENKAZ7qS9PYWapgvM74X82Eha62pI0YdR8XcJDnEIew4V0Wf5C7vd8S9LRyKRYDQaEYvFOBwOQILNZhvLvRX6EUmk+H0gEAoR/LMf3W4PEpmctOBoVqTfwrG+Y6iE4RR3Hefqq67io88/JT95DnJLPV32ckZbpDjNFqbMKMBx4RLbhoxYvS5eeHkFb7/xJ08+9QQ5U+dy2823/fM7gKmnn2+/e5scSTeZU1bxxx+78PsFLJ2yhtZeJw2t9UilEhwONz1DA3z37RdUlhTiFyj46r2NmEZ6CTQEUlFTydx5qzAPdSETismfMZ07J91B2WgHb33xHHa7A5/Py5kTh1FrgqhrreKOiXksmvw4VR07GTUPo9BF88LLD+PxuojRTyViQgg7L+xELBbzyAuPEKyLwuV1IhKKSUqcQGNNEeHhsYwM11J6oZDwsDCEUogKT+TUmWPExsURqI6jtvESdruD46fOoFKruXnZ/ew++CuDQ0b0Wh1WmxUhXh544GH8QHCQHolIgtPtQ6/Xoo1IZd2tN1Ne3c9j97/AoYMn2X3kW+RSKePHzUQXEEZPdxflly4jEomwWa24nB389slbSBUqtGo1MomIuIgw6ls78Hq9qERK3G4PRqORoqJCPB4vhtBYkicmkzIuk9SoOMzNnax//Tn8Ph/piQl8e/hPps6/imMH92CzWJi3eCHDvV3oAnQkJcax5Jp1bPvtJ5RKFV6vB8c/KWj/3fqPF/3egVZee+N5ktUmml11dEkEHKysZc705TyzMJEPv3yVnbu2MnfpDfguNZKVmYXcpabMWkhTezv4/CQlJtPaVI/Z6STIGUKwQsOjV7/CL9+9A4BELGHFVXch00PxweOoUlcz0NdK1Mw0bl//JE3lJwhUhOPCzK/lWwkpjEEfr6Crbhi1WoXX48HhcmIaNeN0dNLZL+Ot998kNCScpPAkrh13DxWje/AKRjFbhYyMJGJoHmRalIEkp4qsvHh2OgIQR8SSGBDHhjufZbrNRrL3PP5JEzn6Vy0n648gUKu596GHePjeZ8if+gPR/cdJTJzESJyUS1UHqGxv4pUFr7KpaAvPz34OuT2OrZbPGTKa6Olpx+HxY7Na+WP/H7i8fjq6mhk//jUENgu7Sr/hcvFJciImcPTSRUo6/yJJmcyV3e/Q1THA/KvmkHWpn81bf0WhCMdkGqC+thZdkIZrll/L1s1b6OvuxDxk5NDZ7Ygcy2lrradzwIgmRs3sOStpbC6h/PJ5BC4XAaERCAQCTl04hVKoYMasmWza9BMu2zRiYmMZ6O3l3NmTmMMDwK8gItJPTWkV3b12Du77kWVT3kIqDUUliiMlf4hGdz3mAQuGSDsiWQadbRbUujxEmm5q/lDgDRrFkNdMl3QcEwwCTK1SDDIr7X11hMqjOfqDi7zbjzBkbcTonoK0dSdE3kr63Dg6Pj5CXOx1tLbG0l4qZNCootXlplO5g9RIFTaVhq2tRxknzeDI4Gs4XXYCAgKwWq2IRCJ8Pi9xsXEMm0yMjo7+m7mQkJpBiMuAYWIambLpfLDtXrwOO2EBYTxe8BSuuaUkynRkqDIJbdKydOmtJM8MZ+feo6h0oWxpP8XGJz9m08lCjD2VNDstHD56jICAAPosIyxcuJDHH3uFjV+c4pmnn6amtoovPn+WBx96h6uvziYx2I8iQI93dBfD/fb/F+MgM3Po0E4Mhije+ORD6tsG2bljJ8dOleAdNpKSqqC28wr4x3IptDoN4womEyzxsnT2KsbNzaf/Uj0/bdyMQCBEpw9gxDSEZWSYsNAYpmbOJWBiNrfOzmakN5vLl9v57JsnUSvkmG1wbeYGvvrrHnw+H06nk5hx81maPJ5v975PrDiHmJBcGmqKOHZsB8EhBhLCUrA5+hkyO5iak4pSXYh92ETDUAMujwuPx83ytfexdO5kLuw/htnqQCiQYHO4wO/H43ZjHB4Bv4CBwWEEgjFraVRsOpKBDi6dKeXp159m/f3PcvLIH7hcTjIyMvj0yw9xeGyMDhsRisZCaISMpaAFBgaQFBNKUVkdwL88JYMhAJ0+mLbWRmrr6sDv5+oF1/DZD++zd/lJPrpcT/6VC3RUnaP4wnkqi4vxej3ceN0NRE5KZbg3h6bmRpZdvRyFZIQtOw+yfcefzJ1/DTa7jWn5s6i+UsdLD9/FKx9/+99q6n+86IvFMtoHWvFK/Fj9Xv7Y+x7iAxLKy420XmglSjae8QFXsBl3Ej7nUewNH1JSU4LgH0dEdFgI5VXlSCRjWOV8dQGbd+/gnhsfwePxIBaLmTlpJkevlLNm+VO88Mps3t3RwfosHy2d9eg65EhqBxmXkEmwOplTjft47903cCrEmE0mpk6aRUpwImWdjVy5cgEAt9tNW1sbHR0dY3a50R5CQyNYnr8QoUbHaEMdE8al0vXrKYTZARzY1czSaUnUNMuI0AhxG3zkSpMZPn6B4iY3aRlT2HLqDwzeOCr3lXNDwQPYJScJTjZz4HIdeQ25PLXiJfaKjmGx19NmaeHMgIy1N0xgbv9ijh47RHtnJ0888zq/bHyPqTOmI3XJaOtowu7+k/0nh8nPSMYxnMKbv73O0Ut/8dyqD/mt+GtUSjVRsX4O7N1Fd1cXoSHBdPd2MWwaZvqcaaglImJik5k1czFtLY1odTqeefAXvtp6P1lRc4lMT6GqU4PG4kIhlhIXHkFrext9Ha2ML5jEosXX8M7bG1htuJHUlHSOnj9CXGIcOePGERQaTc6kOVy62MO8+aG8+fLHXLXmKbpa1tNpPkZpjYuJ6iycpgbiEgW4mkPxGlLZcfggnWUXiAi5yOr18wiOjEQSHk3NwHGkBh1B0QV0NF6g/cAxps5aRlOfiI6wYWLNwcQEm6hv6EKaloe4SEedsQdhci6lp08g9qUQOikeb4eAju5zjMqH6bDbIdJK/ZFzlLv243TakMmVqFRqNBoNPT09iERShoaHQShGIpEgk4iw2p1ct3o1riYZeZOiMXYZyAxMQxUfx2ydDFP/cWJ9TgYPhRL+Zi7zsoYIChAwceJEnE4hUqmUabOuYl9bG87eHuTIsDtdPPPcS5w+VErXYCWbNm3CbjUTGRlBeXkF3379PSt2PsrzTz3PM0/PZ3BoADshBEjvQB/UQ25uLhcvXuTYhUNjfQO5gN2bfuRKczN2n4zPP9xAR0c7efnTGTWb8Pl8tLV1oFMHceH0URrKLyCTqcidMw1vALRXt5GXM422zmqCDJk43R2MmE3s/eNv2tpNVDUewYEHhTQKsViMRhWA1enGGFFJfG4iF9svg8dJc8khfmspweXyUu8uY3J4Fi6/B4fZhMvjZEp+LifP9+Hz+zl2bhdSsRhkMoRWK8HBQfT09FB64jiFRUfpqW9EJBTxyh1r2PDj5rEoQ20wAtFYSPzkgjwuFpciFosRCT1ovUqOnTtE8NcKTh7ZiSEwiP6+Xurr6/+NuPyvJrhAIEAokuB1uxkeHqFkZKx5bP+HZ+T3+7FYzJjNVlJTE2jp6MVhsRCsjmbKvAj2/PITVo+V1379GYdt7DWWmZlNaHAEv/2+lfFd4xjoHECr01FeUU9IVgrT58xEo9Cweft2Oju7cI060Wo0bP3r5P+sqf9fi/b/6XI4bJhHhxkwCvH7BXi9XtbechsXL47g6CxlX+EXdHqGETV0ESiMoqW1BYFQwPIl13L05BEEAglyufxfXO33zd8AMOW6KQAolUoOnjzIunt/YFSvYcBiI7hhK+d72jn+o5N7lt2FRGujorsUm/08McoEfFI/o8OdCIVCJiRM4q47buXsuQt8ZTdTeuUSYrUWLMP/WurqG+rIy57GH/vPkzd+AtMlE/mlpIVl93zGmRN7GRX0cWigg4b+BlbHzcZWrqJe1IVisprU4Uj2X/iDJ+e/i1XVyWLZVRzrLOOX+p8J1CVhdVRSGuJGbHJgU1g51FaGWqmjrL2cmi+fIydtIldPvQlxn55x7nzen/Yrr5Y+SE39FXInTCQhMoaC0IlEarM4UngCiVxIekYGP+3bikM+yNJr7+bgmb2o1WpMg718tXEjX377PQZZDFNyM7ncUs1fu/dx0+238MITj3DVgpsw9MqQCAJJzgjm+9++xmYdpVunoiBxMq3tLdy2ei1XmmsJMiSiUYvRBQYQGmhAadAzMyGdgPw0/B45P337NV297axatIrNv22jr7+ZjIQs4hPiuXDxIOOmJhKqKqDP3U90TzqHT/xGxtQPmD5lCk1eKy6pGZcwGXmokLikDsSdcUTEGXB12wkVpGKMP8KZ2mPEpAVz//1LOHPuAm1NTmISJhIlLaVa382cnMmc+aKQyOB4nEMHCdRnUbqtG02mCF3vAtL84ZRK9mEI0iKWBpGblUNFXTsyXTyTx2Vx/PxfdDY1I5UKcbs8BAZG4XKPECRX0d8upuLc32w/0cID615GoMxm/oRknOfEDMedYXLGPE5c6qSyo5DkrHw6ei/wwJr1PPLaUwSqA5HKQ6g/9Ad3J+3msPBDxJ2XaKiqJTtmIjKtDWfvSbTqRD7c+AnvvvoS4zKS+HJTPa+/+DSdvVLUkiS0Ah/V3VZi43OoqKjA6/X8e9M1Wy08+uRHrH/0FgxyH50dQgKCIvErA4jLySNIpyYvaR4rV67koUeuxyMQkpibglOv5JWPP6Te0oCvqh6FTMa6W+8i2DDAiNvHjxu/IN5uYNA4iE8qJSweFAoFmfnjkF5pZufvn3Opogi/y41crMLhMdIz0INIJCIrdxXpcdFo1VpMo2MHT5/Nge+fyMch0zBen4/EieNRjoJY7iYxcwnrZ82nxNxAx+QIFsZrKJgVgV0WzM9/bGH7k9+wvayK84cKWZ47jUtlFYhEIgb7umm1WgD47POvUSjkyGSKsd6KH2xWCyKRCLFQjFAsJCgoCDwwbB5CLJbg9foYHR0Zo+zq9QwPD+N2ewEv9fUtZGalUlFezW/7fyAkJIRjTjfTJkwnJCSE9es+5OHnl5KZnIXVOYJAIKD0YhUej4c5cxdjczqoKywkJzGEidOm8t3Gb+nv72dArycuOpLUvPHUNdb/t5r6Hy/6bpcTAJFo7Kbu8/nwi8Yxd7yc6z/9i6ywm3E79iHSOTjf9BsWi4X86AlYLGbuvn0Vm37ai9fr/V8Y5QKBgIGBAQDM5rFaf+mFL7l4+kPEXnhj/RsUVolxWk5QWFbFY48sY2j0IVQyNaOOfkITEugqa8Tj8fHljo/Yc24b1lE7sRHRSERigkUePIFxyJTesZueRILbG05YeB+ZkUJ8imD6fjzHusq7WZCbRWVhP+lDKVxz9VSipQFccNUTJJZhZDKzFcMkZz9KhUzAhOQCvtnzEUKvgrmGKQSGJxI1YwUnav9m05afGLQYsY/a0CaF8aDwcbYMVXDh7CEG2mux+2T0j9QiSVBybcRKAoMDmLNgMWePnCQxJZYd5zaTnJBBQ3slvd19xGUnYLdGYBkcxdrdSkxcHEkJGUzPn4ZpjYr9v33Ppz98QPaMRdTWVrLp+58JNAQwTpvBO7+8QZeoip37urBYR4mJDgWvhOK6i5hGRtn9158ERoaSGKrnj78O4HG6KKqt5vL5M8zLHkd+eApmn4Vvv3yPokuXaS6Rce7IQQqyp7B9+zdUVFbg9/tpaG6jV9dM26AUqzOZqXPup6ryMqMSD4tXLUNkUDM04iR3lonLh+sJNviJV7gZNRXisQVTsCSNlvYETuw+SFXdNnpbW9Frs+gRjhAcHkLqxEysei9D1e1ELItm4tKr+eWwmYXR1zP36lyadjRQZr1MT2UJptFBjEYTaWmTkEgECNwD/PX3bkIipLjcdvx+MT6fj1HLEAK8jNpM/PDDcyhVKtxuF5998zrdA23UtylJDh2HsbmTLfuOExgYjFnjZKUqk6DRFg4dKMJsGkblF3Pq4l5y5RnUp25lvHs8Jyt3cur8cRSGMuymUZ5/+S2++fUknuJKtm2+DZ1mLgpNGsVF55DIdZw5+AfO3m6iApv5beclTCYTAoEAiWRM9NOXruHCj/VYhQLaqiqJjopl5UMvEKELYPNvO6g6v5eUxFvotzRzxz2PUnbxGDmJWbSc7MPlsiJXKxgZGSEkQE93fxc2q5lft3yH3++ntLGB7sE+Hn/4OS6VnMdut1NSUcF1GTfQL2jC43Vzx6o3mZTo5YWth+lqOorX66WqbA9fGQuxOWxjyHSBgCulpYhEYqRSKU6nA5/PR+mR4+Rk5RAgEjMlJw+P0cKaBXPYeq6SY9UnyErbwOhwMk8vW0dUupbrk1Zz/O+jbNz/2b9lJaFA+O9NXigU4vP7aW9rJjIyArPVgVwuHyvpiITYbLZ/RN1DcHAIa1csxeaIxmPu4pe/f0ajVBETHktFTfmYhvn9VJSPZWoHhkXR2d489hLwuJk1byIHTo79nTx+D5U1V/7VPoCmxjpOHD+IRCKhMiaGvv5+rFYrfr+fEYGAUG0yIXrV/6ip//HuHYFA4JdIpMhlMhCAxWLh/tVHyBinIaIviTbFVl7+8jnsNjsqvZ4R4yAT4majjhDR3F2PfcSE1eXD+k9jQyAQ8PHKD3hxz8tEhkeQHJzIsZpT2B12xCIRAToDP/30Mz9u3MSpS8dx2J28te41nvzhaXZ9epCG4kE2/H7XWIYpAvQB+rFG3YARj2/sYJGKhDw9+TuSXoum+GA9panBBOwY4Cq5lAbJYQjWc2b/cdx6FWKhhBlRYWhCJ7M8x8rg0RherPyS+Jgc7pl0C/nyfAajHGAS8NHpt7lq2SLi1bn0dldR1lNOSd0VnDg4d6GSCfmJaDThzDasRamx8dO+zzDKB4gKTGLq1PF4fV766wQsXjuP73/6gMnTJxKoNjDQ2kVIVARNjX7sokr86gQSIlXYLTaENjfb9mxl/sJr8TjEXLVoMhtefZvLJafRG4K4/da1qGx5CIOctHddYNfu3RgHBwgI0HNT/lN8f+ZVdFoNt9x5HxfPnqSxtRW73QduC0qZkqTsbPxOC3G5E1AIhOza+xdyh5W4sCDWPfwmwuFqht1SDh08wuWS8+i0OsJDIgmLCiUzPpWMtAnER8Vx5vhOrl13E9qSBiq1gwSLFhC5yIh7xE6PtZGOJi054/vw94UgC4pCJQ2iufMPDP6JDHVncqxwC0ONBxhQp7GwYBHm9hJ6RRZkwnEYHUbmLcwm3JRH+ckq4iYL8f09gEHhYdQznbsuzMZsHiU6Ooa+vj7M5hHkMgWmkRFsNhvRCQmYjCZEQj+m4WFgzII5hk8W4PG4/0Up//9/HhUKBQqBgvWLf6So83NmPPIO+z95jr5eHxOjDXiUEkrqihAIfchUKnp7e9DKlMjEgQQqVNx+1y1s+OglFi1axK133MbTTz1PVVUVMZExnDmzn/Mt3cxOHiU+9RZGTCZCgkMw2xzIZSq8Yj9KgQCzeZRFV6/BoBIzOuCkqOoYAwMDREZFMXH8NC6UnMfgSmVmdjCpGet46dubMI2MsbBgjJQbl5ZGT1MzLvfYHEJ8fDwdHZ0oFBqy8iahsfsJ0sm4YhpCafZzvvYMoeExJEal0NLZjEato7mlEolEjNfrQygS4/V4iA6YQXP/McRiCVKpDLlczNCQiaCgIEwmEzKZFJlMzhNr7+dyczmFpaUYBwdJSU5joN/IzJn53LvsbgzZSSxdMpeBwcF/M4k1Gg1Op5PExDisdhd9PT2oVB5sNglKlQqL2YzL5UKtVuP1eklLS+budY8w2FjG2jWLeWjDW4RoE4jEwMp7ZvLON1vZuWcXERERdHaOZdomxMaSEDmDo+c3ExURybKbbiLMo2JQ7MFmdrJo6nRe/eR1+rraMZnNuP9pwi9duoyTJ49htVrJz82hrKKKSZNnUHjxDBOzZhKaoOfPPXv+73TvIBAgFcsxW0bR6XQsHb+U2oFilk67nbwaDzpBHslxKQQQSkbCbfxw5Fbs8iGqSxsRSSXYrHZSIoOo/kf0/X4/tX2NPDbjcRwGH70DzcTGxFLXUMfTt77OtGtT+ejlj+l2tmG1uZibfRVCoZw1s+/imY8eJtGQhVajxemwolLrGBoaIik4hXlTV9LYepbSvlpcbjf9xh4ufPAeZ06PkpaVyOKU+zndcQSLeYgMWTgZE8PRKGO5vmA+j3/3EXe6Nbx3sQhLSCYR7nhirGsYuWDnjLEQ05JKJuWMZ1ZKKqJK2KHYTNG5Zp6/ZTwf/HqcRXOv4ol1v3D2yluU1RRypvsYXrmIhJQoRjtGGdb0cfrEWVZefw0FufFUVhdTUlpIQIABl/ca/JYznN7yHdOmTePAwQO8+PZ71BWW8dvurVx/wzrcLjeTF1/F4W0/seHDr6hrKCU9K5O8KYs4VVRPkN+LOkHO6YN/YRwcQKPRotCF8XftDwh9geQH5NPQ2k3x5cu4vV78fgF+rxuZTEZacjJ1ZZc5u2cfZucIJpMJlUSGLyKPL754g4EuMzn5UaxZs45rZ67kTNF5nnzgHt7/cSsiDMhD5GROUXLugh3LqAJXahRz8mdy/lw7UTYfVq8KQZOF7JR4xCNdyMNj8bmdmP3bkATpaPzpKIK4NibkhzKqSWVgNJyO/lqikufQUVpFZ10LHsd5jOY2ls9KYFBiwVIRzJC5GJ3yARICNfT29hIaGorFYiEkJATT8DDDtmEkUulYLOLQED4fKOVjhEWhUIjH4/n3xvdf+/K/W3a7HafQzc6iFxgym4mqLGPZTVvZu/k6po6fQUttK3t6xkBbTpebtSs3oI4JQHrWxamB76mq7GLS+Gm88tojvPTS5wD88utvpCfksnnbbq65ejL33vclpuEh/H4ICQgnZGIu01JCObFnNwuXrmJksJPEhAWsWDGXex5ZRUpqGgMDRhxmO3UVxZj6BhhmiEdnfUhtx0X6jd3/9ssCAwPp6+uju6kJt9v9b/RjT08P2blT6O23oRakIhaLmTI/Bm9FCY1VJpYuvZ59+3YwNNiD2+1m8R0PsWLCJJpsAo6c28+i6UvY/fcPOP1j1kWRUIxUKsZuGTtoYmNjEQgEmM1m3G43pZ01nC0sxOvxkh27gGixkgkTxQiRcbRGQtEvzxAVnUBPby8SiQS/34fNZkMsFtPa2sEtd9xNS3E3RlM/ihAf7c2t2KxWdGodap0aq9VCuEHJkqDpmA2D9Db2syLUTuycBDIm3cDWLVtYMHsuZZUVmC1jJSOlQkl7ZxfdPTtRqVSEh4eSGpWIsX2I5sZyejuMXD5zDJlMjFQqQx8gYXign9DwcDJzMhCLBezduxe7dWwvFV08i1gkobjqIpLG/xmg/B8v+lK5AplEidU+ysjICInzxrNz604eX7+TfR/t58UHnqRntJfEsAI87nJcLjcDg32kxKaQXJBHd10V6cLpNHduxOlzIpPJuOJsZqj1NEMeC2azEYFw7Jb159FtSIQFaLVqbojMoSnsNtrENVx7/0pmjy5m3vId9BvbGRw2IxDwrzujZaiRCEs8U0NnUtI79mTb1f8po80jSCVSfANmzhm3MidsFYPBhwhqCMWSr+HEwYvMEGj49sPX2Xb7FvriIhELR+lV2ViY2sKB1gtY1aH0XurkQp0RuVqAvtbFJ43vkTsuj901QeSEzWZlwb28u+0degar6OnpGRv+MTkxGdXo9XrqamqYnrKQbb9v586ld3L42B+MS0llXvxSuoW9eN0ZHDm3n1OnT5GTEcdn77zBA8vuZ/qsm1GrxCxfuoLx4ZEMj5/C3ElhvNZbz/Rp11LfVI11uIOccZHs2LsZy8jQP9F+8MD65zh3fDdnjVUoU2So/FcRFXOWlqYmYuOT6GppQaPRkJ6cQHR4NGdPlpCWHMq5CxfJz5vGxLwZHDpWzED3JqKiZvPxZ+8zacJSAkOC+P33AywZH0RttxdfywEEM5Yxe2E+Yt9JYvNWYvdBbJIHHy3giMdgkKDW9NLRWEnheQ3uofOER86is7cdmaOPKao0JKN+AtIeo2TTZ2RdM5fWrhpSzCHE5GVxeu8ZkpIyaKo6SpAkina/gJ6gEeqbd+PLE6DR6wkLC8NmGws59wOBQUHgkRIcrqOurg6f24c2LBiA0REzLp/rf9vr/3XbV6g0yOVyRoeHEIqE+LwCQkJjsYuraWtp4YV7pbz3ShlbHUN0mox4vV4UchUhEZH8eexTUuJSkfYF0y8Y5ac/P6X4+GEMgTK+/+I5pNp0jh8+jPbR2Xzy8cd89KGPQaMJkUiEQR9Da3cTGouRwIl3EhBooLKykMrKcq67M4/7HrqRoGANseNm0jMixlxXy6Tps5iEAKU8i+//+oWu2uZ/G5wSiYT3NnzDF1s+p7Tw1FjkI/AP75Pu1nqGRoxcGKrFZrNzpFjMutsfoL33LNGZV499l0iEVC7n501fERwQhMXhwWo1snPPt4RHRGEcbkSlUqGQ6TBbjTj+mVg2Go2My8kmMjCJY+f30dmtxWDQIxHLGDRX0zI4ir/dR0FuLnMC+pnx3Ee4God5vn0J6pg44qJy2f3XJpRqFQ6bnb6WNmbPL2BAHE3Rtne5/9ZneOvjZxCKhdy2+Ha6BipYeu1V6PKUuDsV3PTo+zx54wIc6nTqS8u5ZUkutS2D5OWMZ3C4n56ebsaPn8iV6kpcbifjUsczPNBJUkY6fx95D4MO5t6yDkm4kW8f+vDfeY/IyAgiIqP4+suvsNlsY6UnsQiJRIpMJsHvh5nTZ7J82XLufeDe/1ZT/+PLO1KpzC8Q6tHrhoiKyKG7vYsnHviS4toOBlqvUKAMpsfXhCtET5gyiO1HvmNwYEx8ACIDw/HYVFyTMY+fyn8gOnISrS2F+ARusjQhtLjt2N12nA772IfO7yc1Mo2lU3OYHPEA7x15gYWLZ7HzwF68ThsKqZLK2sr/JbT6/5eDAmMTkx6PB5FIREJQOP02C1KvnnXX3EZLwwn8Q3Gsun4c6toRap3VpN21mkeffhyfG2zOIY5v+J7UribaQ5bwyO7j6JQmkDdz6PTBMVtWfDw+fTBiSSgPLX2cA9/uwD/Lyf6je7nnnnfZ9MurtDQ1YggMISw0CKVUT0xsGF2tXUxLm01faDD+vkamTMrlpdeeRa1W8+knn7L1k5+InzSBXzZ/RXJKCjaTmgeeWM7Zo6MkJfjZ+OPnRERGM2oeQC2PJiQ2kueffYb71t5IY2cTHrebqOwZ6MRW5ufN5MNvP/hnmCiVdbe+zJ4/P6W2tobscVOpvHyOwEgDGz/byMnSDppKD+P1+Jgz4WaqW4/TOzSC0OenrLyIeZPnEqY18MMf29mxr5jX33yJr5+7mrKOFqK0ckJCRtmzvYHZsyNxqrJILQimv0dEcGAYpedPIlSGEhHRRe9oCx0dORgbapHqBAz39yAZEOA2dxKddBUyoxjtpBSK65pprT/OkmVrCJBraOkNpK5kKyOeTvLSFhIfmUrzpRMIHPDF+S0MjQyRlppO6aUSEEgRSV3ExsbS09OH1Wr+N6Q6KCgI49AQadFTqW05j16rQygRMWQyIvALUAWHkJ5QQEhsDGtWLeXP7/ay4+QPuJwubr7mHoyWQYquXOCLZz/gxkdu5PXbr+fbI+exWG0oJQqsTg+BwVqef+4pHn30Eex2D488NJ6qai2GoCDefeoOkictxel0UjBhOrOm5PDx5xsRieUkJsThdPjo6m1DiB+5XI5Op6O/v5+sjAzKKitJjEtGFRBEb1czg4PDuF02Fi1aRG+LF7urB7t7mPbOrv+lDn7Dus858NcbjA734fP5/p1d+K9Xzn9FNfp8PjJjs7nj0cd55+1nGLFYEP5TW1epVChVGoaMAxh0Qbh9DqxWGy6XC0NgICMmEyqVCpvN9u8Es0qlYuXK5aRHZhMapeXzz3fgF5vQB2kpLCz8l2ufmpJEV0sf9z34NPXnLuMb7UeaFU530ygXy0+TmXwdXf1/AkoWXDULq9mD1uRl6k3L8DQa0aVHsGfHh5w+34xKq+epex5lrkbL+5ePYWquoX3IwcplK1m08lpaL+zlpS92UFZVikqlIkBvwOcYweFX4nSAebSLV997j+efeBy5TII+KJzcgnimzb+aLV99z/CwiZ2bNzF78dX/vpiEQiGzZsxhxaJ1nCz+i6H+QTq6OxD4hDS2NPzfWd5xu11IA/P5ZNc6tny0hytXrvD5ppf44rXvefvDnTRIi7l//iJ+rh+ha6COwcFhfH4/Ao8XvSYAm9dBYLiGP5p2AKAUe9AGqBAIBFwZ7MWNn+DQMPp77EjUkWRlxxEfYiAkaBajqQYafihmafESVl/7KcnBYah17dy4fhkCgeDfDSYQCAgI0P+7ESOjorD32Jg7fQ2hKisnKwsZGgmjpakEsSSTe2JvwlC5m2aTltREDSEyGyuWXYuoz0m+1oPGbOOwN5sQbwx6+hCI7cib/MTI49DlKFHLgkkIyebkhUY2nfuQZlUjyQNJeL1eNF3JvPfsz6x9cA4D/T0M9PcgFolp7wpDIPQhkJ4mQb6Y5x/cwLJbp5I3Lo+GxibyI/I5knGE0lNniYyMxOP2YXe38vprb+EYUJCRE4nWEEB/fx8SqZiZMxZROzpCZ2gKCnUCdlslSqWSgcYr9HktlF+6xLI517Pn2HbUai1/HfkWnU6H2WzGauknKiaM5MSpUK2DvvPMnj6PrLwYtm4qJ2viTDRNdUzMyGTFNQupqq5lUsEiwvUFFJccYMGUTLzhI0yMKMAx0k1t4yhZU3NRJMzF234cc6+IqtcHGb+hkgRvONvPFbJ2eQ44HASn2flr2ynCI4JICgylSyKmpbqD2Mgu9AVZ1PUdYbDZQFZsGMkhQ1RVnCUmI4vqvy4x6hkgNDoAk6WMEKWCGtEIXr+LnNxJVF8pxosbr8eORCihvb0dp9OJQqTFLfMgFIrwuQWsXPs48zJy6DtyLbGaCJpD66hoqSPIE0i3zoXCMA77cCvGTgd9fhvBqnhM4k72HPoVj9+NUCBh+OtvuH71vRwra8JpBZfLhUogZ2R0gIM/v0TBNTeSn+fjvps2sHjyEgomJHHLLbdQXlKGWCxGoVBQXnqR4ktnkUqliMUCxuWOo6T4MiJZECLvEIGBQfQP9CMRS5H5YOHSa/GMWjl59hgulwvxP9Oy4WGx9DQO8utPr/PRl2+hvaKnvbubUdMwPp+Pv3e9jHnUiFAoHOtPKBQk5hYwb/JymovKGerqorT7EsaRfkzWETa89DAej5uw8Eh6OjuQyRVoA0JZOGMubWeuEDQhkpr6Kq5cqcXvH+uRiMVi4mLiaGxuRK/RMzg8iEAgoKmpmbz4xURFzGLD+uXsLnwRt0NEkLaFYasRgUBAc0sbRqORz758BafDhc3u4KEJd7PkmmVcd91qpk+YyqefmxEFz2fZqljef/EV5q24nkRlAT/UvMBteVfz5G2PI5H+gmUkjPxUEcufeJCfv/ye0rIw2nodZIVGcmjXDhori1my5CGEpl+4MnABr8/L4rmLKG9s4GJhEX6/n+effAKBQEC0RkdjdwdHersorWonI8LAdatWcOxC6b8NXRg7LJua66lvbeKzT16ltbIXh9jFxcJiXnzpxf9WU//jRR/AZTzIC3d2sfbuDzj45x9ck307VXtKSFFMIi4zlgqviRhrJLrY6RxWHsbrEuBwmQnU6Ok3uXHKrSRGJFPeWMqc2eP5YUsZQYEhiEVi+gf6Mfb3IRYLEQnkzF56Da3FF9l8/BvmeVpxeQX4R6JJc1XSfKqBraVf4/F4EAqFREdH0zcwgNNmJzFoHCUjZ/D7/XR2dBBvmMjM+TPZv3s3Yq2YNHk0dX3nCY92sK39G3p8nUhDbASX+1lscHPTNWv55c+/ONnZRUaHjMw3UwlQ2uj7vZPUtGC2Hb2MxddGdnAKpc3lKOb58atbOX2hmxHTMMlRScTHJbDx+F3EXElEJBr710qlUvx+P719XUgkEgR+AUL9BR7bUMrUiZM5cuI4U6bN5r0v3uV02WkGBgbIz89n8qSZ7N7zFz6fFn/wAJerSpk0eQJTVt5JXd0eWvoqkftBVnaavIJ8Cov34PP5kEvcmCx2wE+PZQCFQoVMoaK9pQW71UqAwUB4WBjFxR2sm3QD7NOSUZCKVqonIiWLgNCzfLvxTVTIuGXpLaiSpehFoRw8sZ/HH19Hcfk54jOy0InMXDlbQXymgfihSEKWJzDqqkWumI1bLqAzspOp8kXoFouYm6zAZZJh73YSrqvF5fBi9Y/Q67MQIQ7EGaijfMDOqrnhtFccYdLEFqTBszlSUcSyeePZubsIgV7NVfm30t58DJfGRph5Gadr/qazs5POzk78AjkhAgVGqQO9Ro/JbAJgcLgXLz7kUgVCgYui8+dYf8vNvP7xBgQmH161A4XcQG9/K063A7FchkggRkwdhw/uRq8LwO12j7k3PF78eCi481nS0+Q8/MRD5GWtprTuN7oH+xg3bhxB8TEMNpYzLjKKYYuLzfsaUKp68Pl8NDY1olapWTV7CU22fs6eOInf58fr9TJiGkar0bIkbTaHTmxn2rTpxOjiUMmEfPHbVwxWVyHwi4kNTaVrqAm73c64rHxEYgMBkS1ct+463G4vFrOF2x9+ms/eegmhUIjVMta49vl8ZGZmcuXKFW67613uvW4c5z66hHukhN9KY/nx4FesWLWM9tJmmp0m1q68n9FaJ8MpbvJykrDXtaC1w/Zze+nr6wNAJpMhl4hQSOR4fR60Wi0Wi4XExHiCg0NZOOd6dPpMhvaXkLHuKp6a8S5/ffEdo1kp+LxqFBIBDhGcu3gUo3EYH35UChWtXZ3Mmujl6oh0hqxmrhl/F3JhMw31p5k7LptTJ4toj3TxxJI7+O73v7D7rFwzYxHVLd0016tISplOQ6+IPWfKmJ8bg9V4mfc2buWdtz4myhDFXWt2kzkpHLfHjUSjIzo+nPIKBTabDcE/mtc0NIREIkEslaITS3B4wI2T9998Fb/fj0KhwOP1seqmG+hqrMftG6KtoonY7Ey6Wy5RkJH+P+rpf7zoi0VjRML2xmr6mnK5cdHdjEqrkNaqOWM5QWTOXfz+506cXhH69mCEAiFIfHgdfpp72xGKhbiHJfQPDREoDuTrTd9gd9q5etXt7N7+PR6P518fv8/eyca33yJ3QgHp4zIoK+/C5/Wyyfgs4p0SWrs6/n1W6TQ67HY7kfHxaOvEtA2MEe2Cg1Ox2TpJSMvl7yM/0GtykJSbyIk/j5KUGIUMMeI4NRpxENPzk2hqsyIij7c/+QLPkJ/GhlKCls8hs7idIyVWKpqPU9bswy604nF7KK+uJcBg4PCp0+jkOhJSc6kpPs/gsJHnN2zgmQceZ9Tdh1QqxWAwoNNpGDKOolHpGbEMIhPK6GmqZ3LGcoyjtUwpmE5R0Tn0Gi3tHe1otQE88eiTjFrM/PTjD8hVYu556iN+3/ITtz54L1+89RWXLx0kPz+fispK9v6xjbj4eNRqNQKBAMeIHalYjiFIT3HxacblT8IQoKauzsKiq5az8/fNdHWPkJmTRdv5wyQELqSr305WZiK9TU08cdMdzCzIxzlcS19PF5b606ROnMu1hgKsxivEZygxSHwIrHNImnoBtczPfusFFmkWIagzUO5qJLA/msyMVFy9ag5fPkdkiptRi5WENDXHu2oQq3RoJWFYbRoixSF4daMIRenUNZawPNVDgyIa+ttIk3kZ2X6E8tIhQkLTULh6yZwzmx37OymqOc6VrpN4vH6cDhtKpZ82swV9cBCx2lhyE5bwx/GxxqlSqcZmtxAfP5H+ZjuXS0/R2d2IQCji4QUvIsCPN2KQkooyPB4vDz94J88+9TZBwfGYbT24XS6kUgVarZL4+ES+O/QnnjNOZi1ezon9e7jx6pvZ+OsXvP/RJ8gE3bRfvIR5Ui71XSY6duzE5XKhVCqx2+0Mm4a586nHMWtVfPb8SwSrNLR21jA6asbj9VBSXohSKaevr41EzThiEgr44IO5vP/RW7Q0XaCzvwUvHiaML6C/18jli0dQypT0dHcjFEmIi45jyzefIJGI/8kPCKGxcYz1XlJSgk4fgqfUhvMaN1saN9Na28ORc7uIjo4mzKtg+TOPo8HDsbIz1JprcV32YCvLxuxsp6O3mr6+vrFwIduYZVMuFmF2OnD39mIymZBKpSQnR+HxysgJ8zN7UTBHZSVIxO1s3nOCu27L5M6o5RzbeZKESRPA5uOFjxxcLjpPgEFPRHg0PqcPe1UPmkkhNNerictQ49h/kJZBJZ9u28YXr7xOV7eJGtsIZpeABdPms3nrn0ycP44gt4y7FhVQUlxObVExLoeNOw1ybFYHn33xCR88+TSbDn2P3eFAKVXR0NKERqfD4/FgMBgYHh4mKCgEAULy8zM5dPgYDQ0NtMukzFi0gMzMLEpKinnmhZfxeGNZ/9B02k8do77fz6+/7eLClZcZMg7wxANP/M+a+v+5av8fLolEwdRrbqa+qoLmIyLufOMqnE0mTvUdJzNqIn8c/QKVRoU6SE9LbT1utxv3P/V0XYCO7LjJFNWewma3sGDmfAobCrkr9WG+3P8RLpcTiUiKx+MZ8/GLQatQs/yqxcyZOIsb77wHtUpNV8+YiOpUAQyNDgJgGjWNPS9NJjxeD1K7DIFAgFwTxsBAHS3DxWRGxzHgaCfWrEQdLELWDRaFh+6BVpbfeBPV57ewPOZ+CmW1dBYNYAsaJjguju/2fELw+XAaGiuZnbMADw70QaFIxSLUoTJyZszAVN3Cpu2b8AwO8t3a79lwaANr19xIuCcFJD7uvWktuXnzee61l3C7jTy+4FVM0WISXS4GAvsJ002m6qKYWYnzuenmm/nio0+ImBjOaJ+Vd954m/XXrYewccyaFMWJ/b9w1eTJxAZE8vnH7zBj9lEuXLiATqvH6rSgDQzBYXXQ1tFKmDYEi2MYu9NJVHwywwPdWP1upufms3XLj3z+wUaeeeU50tKeYIPsfoZmuQlXZ1FyqJSr52VjbxAREz8JZ0w8OrUOyeBCWgs1BCSfxmH2YhPNRd4dh3Z8LyP9JuqsbtKzrqG6sJ0kfzyTxpm5cLKJyZM1XKz7nrDIRWSEDXJ4MIwF0TmY95ygp6uMWRkzqTf24tAombZ8FRfK+1E5/DiT4pCdKEWWNZErjSaCDDFEaKOIlIlI1A6w82gSIm8x7iAr/WWDIBDhdDrx+/34/D6SEhO5UHqB2K5hQgLD6Tf2EKAPIjkpimBlMMnyYL7f9D0KhQqJzMCvp77FajaydNkivn33daQ6Mb2XhtFpI/BaTaiU4XS0t+NyWRl0wCcPPst3X7yPHgOTkudwMUDFiYvHeOv9N1m3dg0XNk/BbU2jr11HcnIyzc3NeL1enE4nem0AqgAdG3/YiCo4hCd/+JnKcwfYddtOvD4/WoMB09AALpeLoqIy5Oo4OnuVaCNs9A+aQCBm+QNvU3fyJ4wDg/Qb+2jrbEUhU6LSBhAdEs6KlSs4vec8Z0wncbtcRMcmEZuSjdk4ikEo5ab73mVeegSj+4+hlWgort6GWCxm6tSFfL3nN9pxY7MM0d/dyajbQvHlUjITOmnqqiM0KBSRSITVakWj0RAWFkZzcwterwe5XIFAIGDmlLlcKjyHVK7iewS4ElO58+lHyB+Xy7Pr34XAEB5/5XVKCi/xae43CGwi3nz5XX788mMsWLg2fyJHC7sInRJJp1FMz5afuRxrR2QQ8uXXW1CqZQTWbOGsLYHe1mJuvWUGG3/+i8mRTr74/mtkd15Pqq6P+pY2bshSc6K7hh/787j56qVs/G0rqx9ez+Dg4JiTSWjHbrczPiebvHEZDA6ZWbp4KYun30DDQAtdzUWERYQjFQlxulz8tPFHll81BZfLRkVVOctXTEbm8bDrdClHT56huqZmrNSnUnHiQtn/qKn/8aIfmZDA1l83svusnQln7YQmLaZTUUzPWR97LjzJpLR4altNzA3Ipcx6CY/X+4+DxEtebi4ymRxdTwA+l4e9Z/eiVmtY/vA6PljzGg/f+wj79xyktqsaGMM2iAVw4sQJdmz/k5bmCrIzshm8MsZDt/H/4kr/q3GrVxsYGO7D6XQilUroaD5FYGAQQVEJxCQFohDHc+d187i18FkEUiWNXdU4vQ4kZyTc+9zLfPb+p8zOnk7laAVh6jCCtTLi44Owme14vR4k/lvZ/NFiXt3xGh7HTezZuxjDnPmkq5ay/lolt111KzXmIeKKk8maMJlR4yBTp40nPziHXscwcqmK+fPm4EzqoqlpgN9P7mPVmus4fvxLvlj3McMuOx3yEnwImTZzOsa+QaK98Xy7/wc2vv8eNyybhgA/5RfPcuzULrQKHT6fD41Gw8ioCYArlWV4HU7kcjmDtiFkQgH4fKTmjmfFjHHs+P0ISmk0Br2BsvLLrFm1inFdOTRGmQhp15D4/1D31+FRX+3aN/4Z98nE3Z0QIEAguLtbW1qgtKUtNeru7r3rRmlpaWkpUtzdIRDi7p7MZCLj/vsjNPvez773s9/3eH7H8d7P+mtmZWa+a5J8z3Wt6zqv83xATFxiFoWHC/ll95+88fl6wnUR6HTR2CI7sbpaiEm5i7c+Wc+MmetIGi2l26NFrx+Kv95Eb0gdBqM/fepWrKf1TJmcSHVRMT/9cJHXXxyPucdNQm8Xx0/8gKxTy9KIeTiNswkR/sDkGcHkt/ohC3NyvqSWbJcMQfdEhiZmIKs/h0XTh77ehMWaT13xo7RGezAaajh/tl+qwGQy3RRIcxEUFITB0EVISCjVLUU4bzJJpDIBeTfO9CtsCsS4um7OO+14PB6mTJrCjJlDkfsZ6Akex3s71pOWPpnDJz4jOiqWiKgkJqYv5eTZr/lx68+sWDidLfuP8eNv3yIUeMkcrmTd/DuYPHoklov/IDDVn3ZHDx6Ph/C4YVi66xB65Lz23gdcP36OxtpKJqcNYfOP33L8p8+5fd1zRIRLObz3OMU9PbhcLhx2O0nxIbRWnSb/Qi09LdfxSOTUX9lJeXkZKrUMj8eDXC5HKpMwY/YCsqKT+OyHL+jr6adX+ylV3DPzYf44doBb1q+hx9iIUtmA2i+I3fWVTBs9FEfbI+y98SPXL9WzcPkaDh/bhUyn45E5K3h944eIRCLKG0qw2+1YrNaBk7bJZEIklaJUKnG7HPT29fbXonAyIWcSySPHsXh0No9++R42mw27zcK3P35Cc1c9BUX5BAUFcfrsSdLDkymr7mDSyLFEJgZycl8Ti1ZOx3F9OwWh8eidNWw50UZmgpOlE2JotAhokodx8fQFZgwdypG9hxicnU5kmxadz0hTWSEXz+o5eb2W2ZOTuGeSh7Ax97PsrqUAtLe3D5BMDIY+EpPi2PnnDpoNnThdbkavyWFEgIj49HAcWRNZuvYRrAWHefYf31LT2MaRU7lkpA+mrbmR3bs+5/LxUIYHDmVv526USiWLZsziz/37uHjp8H+Lqf/2oK+SiHDYXCzIVuDs66D2uoPytmI+z38RrSqJmJAR6N1lHKvag9frRSQS4XQ4EQqFlJSW4rQ5GT1mLO11jVwrvUFaairv/fY0a7JvpzW3g05T84AYEkBbp4FgTyQ7ft1C5rBIquuqB9YiEAiQCGW4vI4B0DdZevH5fCjFQfgFiOns7MRkNlFwdi/V15KQSYyMmRZBcIyXU/lHkUqlhEdHcduGu6iqLuDY5SNcKjlHesgwRk8YxvlLZ+mw9fHYLffz7qaPCRK28cZPL3G1VMb2d9LZus3Kx2tvJ0gVhs3bR72jjkBlBqH+oSj8xJw7e4Xmllb+0fYPxoyYwLwl40jwTyG34hy5ly7S3t3BRx9/hFgk4imph9raalSBckIjUzl18gTxkjRS70viiyc/orzgHPi8+ICenm5mTHuAjz95j6ioKFpbWxEKhSiVSsx9fSiVSgICAugydGF12IkMDObYzq3MzxrLkIwpBPboEGc7WTD6TmotZSROSCdY2kBzkJvx/uMQh8hxeoy8OPZ5jIYuBEIXWp0Pr0hJUbmIlEnBPPvqJyilYgyVDlzaLkKC/ZB4VBjK+hgypZM9xy4wZ9lDmOydhMSKee7Z53EpwzDX/oW3sxlxYzoTl9yCxFzOj3sPkBKQQ1vxKNImtpKaMYxhsnQ6jC0kakYQkLcHoyqQlIQsZqyM5uiZK/TmncKaOoSa6v6idV9f34CJiUgooqurG73egEIhHwAnsVhMS0vLzWYsIS63k7T0wYwbPRxjt4X6piYefmw148ZqEXX24K23E66LJDg+i1NXJNTX13D/I8+iPZvGX04ri6Yu5di1w9S3NuGwOhAIBbQ1Sah86E9iddn4LX6Bh199j71HLmIymfhg22VGyus4c6WQzT98yKZNu7CYeikwaegtPYyz18XFK1d48I0PmN/g5kbuOcTifpe2z/7xKSq1HJ3Gn4igYLpcTibHjae8+DoKRSDDcyZw6dRRent7Obp/F8dEIky9vShkWmQyGemp46ktreLCtT+QyAxU1FUQEh7MAb8kTuedICMjE0unHYPBQFLaCM5dPEBHezPOxlqeKS9BIBSg1WrxuPs76j0eDyqVCp9PgEgEPrcbiURKQmwEFdX19PT0UFVdxZiRo6gvucJTR/ZQVtJf+HT7XBw8swelUsmgjEGsvXM90xbegrThHHU92Xy//XOG1wxG5m5j38Gz3LPgNsJllzD5ixnsC2b2kjHEtB2iwgiXj5Xw0YYxvLUpj5w4BXaxjGMlFYyJDObPUzVEepv5YP10UlP8kQQMo8FUwoZblvHer9vwer3994zZjMfjoaamlvHTJnD0xFmEAgFtPj3ho6ejL61j26E9hER0oW+o5eE5OTzx/W6am9txOX0Eq+X4RYawZvEsrp/T88y8u9lVfY3a+jqCAwMYlZ3F/gNH/iWm/tuDfmNjHX8dvkRk4BiGSzXUui/T3HGNtOgEfKZneXLtVO76aDEajRSLU4HH4x7QBG9rawMfGAxGfp++jQ/GfMjJ0yfJvZZLdGQkHXo9sdGxSDs70Pf24vX108jqTv/J1ZNTGDcmgTPn/kO/4u8b/G+q2bIRyxAkhHLi2C68XidKhXLAAlGiVGJ3NOFy+/j2++/46afNjB8/juXLl9Nts3P00CEaGxvpM/dhc1jRJGjJLykiNDiR1Ggd566eZtqYyew99yriehFdXV188paApIRESspK0YYo8HY76GyoJq+pgMiwFCxtRoRiMWZrN1o/DRK5iOyo0Zy4dJQ/dm/nlUfe4J1v3+rXCMHHoeP7WbBwFjNnLiIxIoM9h7exfdcRmr+pIXPocH75+XviExJxOH0ERAYzYug0vLyLoasLpVrdr8jo8yEW90sMmEz9eeGkxCQM+g5CQsI4mn8Fb4+FO8fMof2MlobWFpSSODqt1exs/o0NzzzHll9+4s619yLUSCkvLWXcxAlo1WqO7PsLXXAYIXFx6NuOEhw+lStXjpJ3tZdxkwaTFBpEX5gZY0U5mSEVJCRNos5WyxBXILkH8hg+cShX8mrw65bhiRxDgiiR7nO1qEOjOF+2kQ0fLaWrUY7dbUbkvc6R2lqWL3ibYGkfrh0ZTFjnh6injhFLBZy5FoIiLYVzuz/EZOovTjpv2hYKhUJkAjUWVw8+X78Gvp9Ki0ahxeqx0NPby52vvIYv187hvD2MnziJKdlJxIT6ExA7jOSoY1i6ZTSfrcR/ygx2H97F5CldhMviKLBc48TeP2io7UCi8OfgqUv09LSikMmJDo7C4rLw5K2D8TeNwE8nRxKTwrpHn+XX7VNQKBTkG4qZMTWZnx+7i5amRq5eOEx7t40/tv5B0KDhKJMnIXU3Yi4r4PVvX8ODB5lciUAIEYocxmQpUIhHMP+ubF5673liE5J5/4F3GD57DkFyWNO3mnNnzyOWSLCYzTx2+0tkjRjL0x8/xvJxU+nQV9Ld001a+mAMjQUYDQZaG9pROgWcOXsCpUKOWCymrek8Hq8Pi8WCXC7HflNOwe124/P0F5tlQgWDRs2nt7OJ+Bg/ygoLMVmtVFTXM270WE6cOUl0ZDSHTxzB5XTiutlZKxAIyC8oRSaTERsbjU6npe16J5elBwgRejlXepS6kiIeXTcLo3g6csdRKttdqP0SaJT1EijpIcbnpE00lVipiw97dzPc10NkgpIxY51EJjYgRAJqF3NifPS0aenRhPPFvhYGhZ/gr2NNPP/YnYQeO0FvRxcKgQhlYCAmq5XLl65itdiwWa2kpaZwz6pVNHY04KjcQ5q6gydf28qGRx9ArhMjFgtRqrXoDXrsDg323HpOn32QmVNuRSh2svL2W6krKaCmvZXRQ1P+W9D/t+fpBweE+JLjhrFg7QYe03ey/moV4QIdQq+Cjr4eFIk9/Lb/V3pNXfh8XnQ6HW63B6/Xg8/nw2azERAcwvWpbdQtvcAzHzxB3o3r/P21n3/oFfYe3EpQSBhnr17A6/Wi1Wpxub3IZS66ux0Da5FIJQgFQsJCw9jwwKNk+KXTEZBJ9A0PlfJLjFqczuPrH6awpJhea2+/+YXHh0AkIC4uDpVUTVF5v5iT2+1GoVDgsDtwe9wolUpuvfVJCotbCAvo4dCx3fj7+dPd24PX6xlo2Z88fgKK5nDcgh4Mij52bdhEe7WJc/o8GhvKONFyEqHUh1+AP6UFJSRHJbFw+lze+f593n96F4paO5+XvI1UCCVlpVw6d43QwBRsBU34j1Vx9mQXq9aN4tP3v+fMpcNMWno7j9yxFJfLyZChWYjEkJt7HYVcju2mJnxmZgZVVTW4PR7i4+L6+dPaICJDI0jPzkTXJyHEfwLZI2RcbVXTnnuea91HMXb2kD16GLaePiZNHU1jqYIFi9MIiU5CIPHS1NyA0l1FiG46nlAjpjodl4sO0msQM2WGF4k0Co1fEsaqNmzBUjTiMvKPjqSl3M6K5ZX0KuPReYo4+amciDXZ9JkMBPTKMMtl2KuvMu3xZeTu/4Kg6FnEpfvTUn8VbUAWXm8Rjm41rRfMDF44hNp9Th7f/BLFjVex2fqlFTQaDb29vUA/QwogNDScqAg/blmYw/Uz1dz72CrObd+PyN+f4NA5BMW04+nsRhzcS3bUHKqrT6LLnMjgwf44fDFcyzvJF1/u48zpU9y+9n5++voLRBo/XN0diET++EQ2rFYLc0bNoV7iovT8UdRqNed2vo3DJWHwuBG43a04BZksX3kX3e1O7vzgS6xHzvDu128SGKRi5MhxNDYWcC2vHKFYitflRCASolQqmDxyCseunicxdSjmhkpae/VoNRq6e8zMnz2ew8fPERMcxoLZs5gxcx5PPPIcne5OnE4nwUE6pgydzuuvvooRMbPmjGLTa/+gSx7LxV9+ZNEDG8i79BcNNiNFecUECGJoNRiZODiSXlkfJ0/sJzJ1EBKBk7MXcomIiCA2KpxuC7Q0VtLX19d/D0qkuFxOQkJCUApE9Dks9JqtpCen0NjSjFopwyeSkB6TSk1TDb2mXvpMpoHgJDIykoAAf2ZMnEtNQxMjstKYO2k2xvIzHCvtJUbfxbHOyyybdwcSoZbYKBVqUxHnbGGER4txVxRSXG2loteO2tfI0Bgxc8LbaRIOISRSwam6NgIIJa+mBaUfWEusWF0mVJpQELiZNH0ZYreVSuMVKtrVHDx8gdmz5xHqF4rSWcOUnDkofB0cOXqY6z2d1DZ2cTm3mTtun8n1aw3cNm8Yb3+5a6DfQRkYhBoxaxffz95z21i96CmEfXnktzaz6fet/2c8fYFAIAKuAS0+n2++QCAIALYBcUA9cIvP5+u++drngXsAD7DB5/MduTk/AtgMKICDwKO+/2HX0Yh1PH7/RtY8MYi7drxP++V8DNIoshLSyD12jki3DJPZiM/nxc8/CIu5B6FQhNPpxOfzIZPJoK+bvJ6zzM0eT3JcMtfzriMQCIiPjMJUakQkD+Zi3hUGx2RSWF+AyWRCrdZgNv8NtlIUCjU+oRWvy4tILGJI2kgefPIeCvPLqJTUMYREUs0RLJ2ynG8e+JZBazOQSqVo/UOwmLto7+wkwq8/D/p3ZPx3R51IJMJms/H77x8yb+ocbDgICAzEoNcTosuis+fGQCOY2JtIlfUqo8XDUKh0vHzkHawWBz2WHoyNPTyf9ib3n78dYYMIodBLeWM5xr0G0tPSQVKF35RZTPMfxZHjpxk5ciRnj51iyaAkbnSepW+/l5M/nyRrcAZnrh6hraWZEfFhZGQMor2jg4b6WkwmEz6PB5vVilypxOVw4KfxGyiwuVwurFYrI9KH0NBUw7pRqRg7uqmvOkbzDQnRfjmMTo1kcurd7Nm1j/Xr7iSvoAhTuwunyYcqMJjmgmrCRg4mPDmU8jPdtJsu4WiuIbp4DeW1Z7h9/QoiQhKoaajEL7yP4OEiOpvV+Mkyicloo7Sngj/3tTJpcQKC+KlkPGCmorOOkYN0uM0q3MYeRg8fTmXFHoSqcRjMPgLsAYTHTEJQ5KHw3EbKPclUGLM4+/UVWnoLcUg7ACcymQI/tRaP24dUIyUqJAqRSkRiehQP3X8/sV3NeERbyE5JZNfeyyzLTEU7fAbRYf7oW4cRMbITuyaBxutfI9MOIykllppL5wnK0BOXuIwFCwI4fvIoWzb/gEIlQ+gGp0hIQJAKs8WF0yniYtk5BGIJUqm0v8lHGo5T4EIgCeL4sUJ+3vIgY8ZMocs6my8fX8P3d/zI3as+Z8H8UD769CeKS2vQ6XSYzWa8AogID2fNPfcytCeY0PjhTJ8zjNLNF/i5aBv4BLg9bi7lFiKVSulz2dm5Zzc/bPsdi9VKYkICDp+QaVnzGTMpm6PXjqG0BhEXFUu6eDjBk4OI9bufs8XFBKnCmDtnIfbJLmr6dKiCdGToGjBaXLywbhXdLjWVJZXEBO4lIXUQn3/3FbNnLKK1qQqJRAL4cLmciEQijEYjeo+HpLgk3L4eulv1BPvp6LObWD5pDRPGTUIc4KKz6RpvffYbbqeQxOQg7HYnpaVlGPRd9Pb1EqjQ8lv9Du569C7uHdyMwxvAkWfPE6wJoqajkdprdmaMykBQlktZq5phYV6GhfeSmjGGvspuQkzt1IWlIukw8ubRHgpLOlg3v46+tjCysmMxSCScv1HG4tF9nL9q42xZOQ+tjUVxVMu4mem0N3XS12MgJiwQi83BP7Z8wRO3jqBb6iBr1BLOnf8KpVLJ9h2nkUqkfP9HJ3EJkbidTnp67ch9XtITY7DKzVRWVvD9zy8ye2gGIlHcf4up/2/SO48CZYD25vPngBM+n+89gUDw3M3nzwoEgkHAbUAGEAEcFwgEKT6fzwN8A9wHXL4J+rOBQ/+7i0r9hYydLyLhRTGvfpOP0x5A8Y3jFOcfwWmWsuDWlURmRrBp80Z6uw1IJGJcLtdAnjUtKJ3IYDu92g4KK4rYtW8X0J+qsbpd3OjIY8GUedjMXVS3VA/k9xMCH6Ow4U3UKjUmsw2FWkJPlxOPx4Ner+enXT/zycefoK/pZPED87jz3tu5IAhkXEI2f+RvQyoIJ0gmZuLIxRSeKMYaUEdFYzEajWZA2VMtVyEQyhFK3EydPJVDhw8xZ94ElP5hGI29/eJc8k6W3bmOhrx8SqpKKG44jsncxYWQXp6c+gqf7/yQxq5mpHIZTpudmimVrL/zITb99h1yiQqEAtr1nXQaDMxOvBOfQEChW4tP4KOqshLz5HS2lX5D7tVLXLp2nB+GbaF9cTvPvPgCXV1dvP/BezgcDvr6+ujt6QH6HZ7w+fDcbE67mpvLiMzx3Ci5xLdPfsPxLgf3TU/nvkcepyCvBpveRUxaOK3nusm4I5yuPefRDorklRcfosHch6ejg7CwwYyfJ6SiYS/+knRqb1ShSTXi3xpPwh1KmhqjKLz+Bw8/sQqRZjRdxhp6HSLCjQ46jUrkMSJchloIc5AeHYp/mo6u7oM09swgUVOMn/kyFsuDBIRVEtIdhEFi4ON/7KGurpOhY18l9M8aFi7Q0eo+QZE9je4KB0VNe8lvuYHJ3Ed8VCZej5uomDhmhg+lzu3inlEPo3W14RmhJj46hR5fJcXWnxC3D8ZDEuvWDKfvWiA1NW1E2qLx2RvBMIRlXy0gJDyEMZlBBI0aTmvlOX69FEdNdRE7t77R39EqsJI+NI2i3EJ0Af6olRoiokIpKSnB2NODTtcv9Ddn7lzkqVPwlJm4ceE6b779JU3NTRw7dppRObXUlBTzzNZ3WLfoOQJiknjw4VAEHj2xgwbz+9ZN/VLlq1bxzeefMjNnHoFDx3Fi/18UG2pZv3IdZY1NnD60nT6Hm4yMQVRX19Dn8aBQqnC5+2WY42OS6dM42L99IynZ2QyLS8Fu8fHepU+4LX4Fan8tC+cl8NpLb7B3/0aef/tj5k1KxCXy0dlu44Mv/8EDd9+Fv7iNGYmziQmLJX5wCN4eJVNvu4NrhZeor6vF6+1P1SQnxoNQiMPhoqWzBQEiVBEJNDdXY7Nb8BsUjVtkZlbmXJ47fAS5QktQaDgr5k7gzwN7b+ra96FQKJg9dyp2azdKfy3GchmltmsI/EIoqbUSHKViaFwIRfUVFFZVEKsTUu8IQSrs42jBbt5YLeGhlzt53FzODslinlqporJzFieOnSBhsIfIEBH52y8yfdoY9uTnM372cLYfLKfbNpxCcwju88c5fPIqHq+HvPgkSktLWJSdQG17GEpxBZNTW6nISeWPEzcQAE6nhZZWL8peK7fdejvb/vwTnZ8fN8pKkXnczNaFMnJCJv4GJUfE/1pW+f8x6AsEgihgHvA28MTN6UXA5JuPfwZOA8/enP/D5/M5gDqBQFANjBIIBPWA1ufzXbr5mb8Ai/8n0Nd36vn4iU8ZHJpBTMpgSs/vYn7GExS2FxGf4IdGpWXYrBH8+vsvgACvx4NMKsXt8fD0Y8+jkwbyykfPcLZqPQGXNLg97gFDFaPRSFtbG1ercrlz4X3sOvU7YpuUPms3mckeittkeH1eJBIRApdvQBslwOXPqNGzmD57Oj9/+StNxlpef+d1ZGotApcTl9uFACE9Tgl/HP6Sx6c/TVGzkzpBPSaTCaFQyNQhI5k75lFCM2D90/dz8tRxnC4nb331Cx11FdhsNp6540X2Fx7g0skjxKqjCFQGIZfI6fF6aWxsZcfJ35CLZETJImlwtOCy29h88jOGpYwiOiIGkVxGXW0VTqeTlel34Gyzcq5tDxHh0SglMlLH5FDb+jv5BfmIBRL8QxL4oPQjiq+WIJNJcDmd7NixA5fThVIpH2BFqW5yvkWi/hPVlKmzeXT5evw0r9LnrWFY3BwaKy4yfHA6JkcfjdUdrHtgLZ4cAfmHm9GlJUFtB+VNRhzqcsaPn4cwQIF/qAo/w2D+PPwLK+9eg0Dp44j5NInScbQbzQyfMYjm7gBS/SQ0mTq4camKuMVeuut1aBSR1J/OJ2RWLMNjwzE1mUkZvoyf3vuLcW9MICZ1KtLjMvKF6Vws/JF3Vr/BhOnzuG/tm4yRJnOm5BifbfueEWl+BKrTCF8QyKcP3NlvXyiVUFp5Ba/XhaO6irxALSmZkSTMVVBX4yI5IgJTo54+RSNlezQMmriaUClI5CJ2Xz7Dqz9swGPqIL47E5FAxJDQLKbMnoD4+vuYz3SjKbUQNTyJIzu+QSgUYnPY8PPz49WFb/O69XlkUjVVdTWUVhmJjY3FarViMpmIi4ujp7ubn7b+jNlspqq0hOLiYl5f+zWv/HQ/hfn7GT58JLfNmUqx8Qt+f6ybRXc/Q3y7P7NfnEN7dyQCx1V2796PSqUir+oaxquHsVosfPbpbnQ2H62mPj588TUKDjQhmaTivXffx+Fw8PZtG/n2wuskDl7BQ6uW0ubuJMI2m/Ol53CJ2wnUxBIUqKOopJgpORPxk+p46akX+P6rD5G21VBbpUagFlBVfANtUApbdxyiuiafDat9uJCRKkokITmWK7mnWLH6TjZ/8zVyqZj2zk7ig6JotPVgNjQRHBiIyWxBExyEtarfLOnDN55k/T3L8Q9TsmP/n5gsDvTSWrbt6SY37xoqlYqJY0YTEBVHY3cN+7ed5sq1qwxJnsK0rBjUC1biL3MyZGYmnZWdJDW76I234XIk09jlIGdKFo+MkqJUn8cpkjFyTCJPvnKM19Y/yC95TdxxxyS2HitinrEUYbQKP0U35aZ4dr56nCB/FSf3nSVI2EmbM59X7g7hhwM+zGYzWo0WTVAK4Vk+FMVtVOcb8Ym6+P3rpXz66kmSwrrp6NZiD41gy5YtCIUiIuUhDNNF4rMGcNBZQXx+GzNX5jBSmc6OPf+awfP/NNL/FHgG0PzTXKjP52sD8Pl8bQKBIOTmfCT9kfzfo/nmnOvm4/91/n87HE4nmWnpOLpEdNKBTK5h1Ggt7mt3cL5mPQff7y/WHtp3iK8+/4oT507g87jQaLVcuHqWvLz+/L3F2ovDacHr9Q4wK/7W2Hc6new4+gcikZpFU+dS3dLN9HlLGHZ7Fl+99hkCXyttne2kpw2mvKKENcPuxOVoZc6cOeTm5vZ/ng+0Ujmdpv48b7wsDXGoC7lPQ6n1BsfKLiCVSHG6+qVYVYIQ0qfHcu8jK0EswGa3IBaLaa0px3nTINuhE1NdUYrL5aLV18SahWv5Ze9mtFotTqeTixUXcbvdJGgTkfmkuLDi8Xmpaq/E5xCyeMU8ftz0AwnSYVwz5nPXNyspbLpMQIA/w4akUFdXz8xxSxiaNIix8WPZXXGO+oICbE0OiisK+yNO79/ZNyFisRiPx0NERAS1tbXYbDY0Wi3NFe2oh0eR3prGe9t/Y91ToyjptnDx4HkmrhvKsrXJHPz1LHvytjE74kG0QiFBT2Zi8poQmZchkzUhkinB7UOb4WBO0GJyL+Uycmwko+dPJP9MG7WldaTNmY1Kb0dfZiIkNoBp6THs3HKNsaMzwVSLRdtH5eUKmooCue3+SbSX1DF63EzKrkTR1VHCuOrxnN/5F7v0uwgKDSVLMQF5ZCuXd5RgzrCxPEmLwn8hT7z6JrVNl3lwwctQG8FvjW/gcrXhdHpwuVycOHGOzPg7eP+dvWROCMCtCMJkP0iEKoq4VZ+S6CcmUGdCG65jSXY0Aqseq0eAXC2ktPsYr65ZhDRZjiN4GEaTDI9CTUbCEOaNW4VaW4NNXE9fay2fb3+X997/CpfZxY4j29j662a4SSQICup3hKqsrGTXrl2EhkbgESjxIWLPhQOoVGp0/v48cu+DHD92jMDIIDTRkbz7zErmLFzLe6++SkriTAoraulob2LRvKUUlxQya85UMHqJlVvp9dOw84OtTP38E2ZP87CzuZJ333uHX3/eStyiaB5LeBKbWoFY0426V8DrX71BYFgi327cSNaQYdQ1y1l2yxJ27N2LRCRk4rhRtJksbDtzgxEBQZz9dR+PP/IYQ5M8yKKC+eGtrbz62WvIpTKO745HGOFPdupYdP5qosJjEPjcdHV3M2jwENqKrxEUoMLplRAfH0TR9fMDctXJyYls3rqfyKgstv+6hbdeepOylnpKyktJTk4iPG4CqxYvp66zHFOvk2slF9GFTaO66CLasOG0dJsJGDsda9tOzhfL6HULSRt3K1s/O0qds4VOcyBzZ0bhsQfy6W2deMeOY/TEIkxyC34dZfiazfS1ONi0vYpBY5fzzlcnWbruLiSOMrpNWkL8JHjVkVTdKGfSCn9eFan4rURJSWUlhS3NXLzWxnBfEqo4MZp6FaFyCY8vktNpVmLskHOgvouIiBCamtqwSL3IBDB3pp3a76G8q5tOh4kR0Yn/Lab+j6AvEAjmA50+n++6QCCY/D+9HgY6if95+P438//qmvfRnwZCo1ZxsvAwRfo6NOelzFxyN+9v/gRDux6R0EuYOoxFq5bhn5iByS+Snt4elEolLrOZ4uJiVCoRZnN/HvBvrZz/dQyJy8QZIKa5opqthzciEop55eNcwsKDGZqZyZUzDXg8wXTp9YhEQj4q+Aj7FTtBqiD8fTpsAhvBGn9MFtPf66fOUY64WcyI2BwOnT8KwNJZt/LH/i14XA5ym/O4pcuLy+skMSKU/IpqpFIReD2IBODxgdHSwzdffMO7T31A7Oh4blTf1CcXClGJlPQ5TYjEYvS+Ojy+/mJiS0sHXcZebDYrH31YhUQmxWNvxe3txtxpRigQ4HJ5uZ5XTEBYFEsXTUMqcWHK62Tp6uWEzn+Ir395hxljplHYWcn+nTsRi8VYrVb8dDocDgfNzc0DG+bnX35JYFsOrd4QDh56HWlHAN//vImjh44gDfcSESDDoI9g6rARnC6sY+nqwdjbrpKbX4DJ4GNUdhCi4EC0AT24HOG0durZv/sgS5fPwefxIzQkmIbiKiKi/Tm0eRMJqSOITbSj0aaBr4ElJOCMtODr9TEsZg557V6yA67T/nEW/oooYqX+HNJXodJGsUn0O7GrQ3nW9zZvFdsYNVGD86yQ1tRGEoIH4zqbwKHiQyzMns/b1fkU1pwlrXU6PsTI5QrcbjdJScmUlBTz6Q9bEArEcMhLbOK3tDZUoVApmXn/40RMX82Oi03MjY3HGu2hqqgarTMVvVyPNiyNzvg+An02HOlj+OvHiwQHD+KjO+9Gb2pCLdcR6h/II3NuwxChxS96GIXWTqJjIxGLRERFhjNm0kwunTlKZEQk5ZUVhIcm8Mib3yCsMfHzxV/pqr7C/IXLKc9vRRsQQlBYBMHBOgIGjaOh8BhWYyUbXvgIqc2F1V1BbFgE2cNH88bLb9DR0MNLLz7KFVsvKp2GMaNzePyp5xg7eDAbP/wJW6CMy5cusP6+FTzz2NMIWoX0tNSRmJzBipW3UVjQgFgsRm80sOGxZ5EKtIwdM4YvPvuchuY66psaEbvdNHxfz+krZ9E3NmHz+XB73ARqAhmVGsa2QxexutS4KwtYMHseO7ftRYOZE3mFDM8YzNGLp3G6HGQNG0lzbTuLb1uN6NcfmDNsMFsvXEIg8OFyuth/6DwqrQqRIJwAnQmJXM7kCeMZOnweQ6ICaO/VUtbSiFgsZs/evYRFhPP8hYNodH6Mzx5BzV/FlOptNBidfL15C2vvfoeHB8l59/nnkacrMESE8OOJImQFLcwaE4S+wIRdGcGh3FpUwalkjc3geoEDjVqMzifi1tnjUYQ6MRR38ccBPfOy47l0sIsDFxq59dYVREmcXGzS8/GHO/ngidvoyWtn9bpphLYW4hk3jDBjH06ZlIRGE6//WUfyxCEYuk34rB5K87SUS1y8tjybvKv1tDn+q4rrAL7+T+wdgUDwLrAacANy+nP6u4BsYPLNKD8cOO3z+VJvFnHx+Xzv3nz/EeA1+ou9p3w+X9rN+ZU33/+v9T9vDqFQ6PPTapHKZGQmpOOWCLh10MNs+GE1SoWCCUMm89Q7G2hsasKjzmL9ypF4bmqVfPr+l1wv+plftlz9L0qYf4On1+tFKBQSGBTIM/Ne5tU/n0YskRKgDaSntwe7w47dbkcklBCiDsdk78DhdeP2eNEoNVisZrx4kcsUON0uBPzHCeLvdMjfY+zEcYwZOZdff/2EQekZOD1SLl04iVQmxeFwDEQqXrcLz82lZg4eTG+9CXVcAFGScZwp/gGHy86omJFca867uX4QCvv37/7v2L/H9vPFfSyesYi0+ClUdJXSUF2MwNtLTWMjPoS88MTzTBs7jf2HdjH97tWIekPoLs6joDSPwEGB/LBxMzcKrtDX10dAUBDdXV2IRCJEIhH3rH2UJx95FlmkDl2+k21vHCIvaT9zF8xGKw/Bz2VGF2rnwmkxbpWLNz5+gXuGP8HUMcvR687iUwbSW3+dDmkod9+zBJHAQl1VK0Z9PQGqYMpaWwkLTUatrcHpVnHiwA5Mtgw23L8ARctJuvQpVBk6GTVsFlXGM0Q1eVDOmEJD2XUaf/EjZ2EcV9qq2HPjJ2Yuu43nH7+Hj09exH+/lN2OP7l9fBKJzlF0G7vhagh9iT089NKtNFGHQW9AKBEQ4BdBd187CVGplFTdYETOIq5d2v2fejv+15EUlk5DXzOvPLyZpr7zVLd3Iu6zIZY4GJaWxY3KEqzdBqKjYiiqLEGv78JfE0RTRx3DUtNYGr+InUV/olfKGJs9gzZ9PecO78FiMfHJtr9obzVxYstnLLn7Y66f+IzyskoW3fEgOVkzWL1mAgJXH8++e5CWikqOH/qUTz79njCNhzUPPMj6h9dz8VwZQyffy86fniYjLYqfN//M1KlTCQ8L52peHh2tLTjsdh546yParuZiNRi5XpnH2lX3ci3vElXV5egN3ez+Yzep0RrEQfHoDU0oohPovJLL1cpyNm7ciKm3h8xBw9m05QdO7trFrOm3IBRbqDvfSFdXG1W+EuRNah788nkAVqxcyaoVS6ivq8cvLJJN337P6dMncbvdzJ07l4MHD/LNO5/hkmn59tuPCAkJInnMTA5s/QmpFyRSAVa3HYHQh9FoRKvVDqRxXS4XWUNzQGAjZ/BQZi2/BY1Wh63LSK9XyeqVM1m8dBmFudfxSUUsmbeQ+qICunweqiorUUiFvPzcq7iaW5A4rmMskRKRauK7U/m89cAUXt54kmHjlzMyJhKvy4m2p4pOoYyr+aU0ODwYjFbGJfqRkyNkZKyT4nYNuZ3BNJ87QNbIDLor9ZgUaVQ1VlHV4SU2MoSV4+C2l57lx0c+xC9pFHJ5GWfzzKDuYeakORQcOkG6Np26ri7CuqE9WU6KKJSw+Ege37qDc5cK/yV75/8VZfNmpP/UTfbOh0DXPxVyA3w+3zMCgSAD2AqMor+QewJI9vl8HoFAkAs8Alyhv5D7hc/nO/i/u6ZcqvFF6SJo6q1HKpUQGRrCnTOe49Nf/8JgOcqk5Bn8uP0PErMCmZe9iuq+a9TW1uBwOAgODh6wRfxnOVeBQMCd9z7C5u8/H7h5oyNi2PL6PvZ37OTI5mMsHzebdkU3RkML23ZsZ9jwDMwGDw0tVbj+Cchv/l4GujIVCjkOmxOhuJ9to1SpsJjNqORKIhLjMBtM6LvaCA0OIzkhFb8uNbvLdg/IMf/z5qRSyvB5RVjtViKioujo7ERwk7v894Yik4lxOvvpqRKJ5CYd1IXH4yUnaDRT/Vey8pP57Dq8jUZHE4sWrWawfwDT10xHKfdHq9OxaOZSFDIRV85dZeWQdRjlHj7c/gx1DZWkJqdT19AvsGW1WhEIBAgEAgKDgnj8zpcZNXYyikEZlG/ezoTJC3APasNwooTkIYmUFuVhaRvB7sqvmDfldnqutuNrFKKLD+eadxMTMrMJjh/OhWsnmD1+Isk5gzD2uHH1GGkor6W2p4EpWeOQBHeh0kVw/OfDmCx2xuki6VKOQCSoo1sWhqpJwLZDx3g0cz0hTwspLnOy8Y13WL/+cVrteTz9xpMoJVr+8fU3GP/cS0zyVLSiKM5bThFhHMLnJ95B7q9kfNoXtJ//iM9K/4FapuTuKc8iHZfAm08tRyXRoAvR4XCEYDBc/08bukSqxOW08r8OkUjUL8/g9Q6oUgYHBWOxSYnXBeGSuXF4XIT7BzFv8lKKK3NJH5nOX3/uo6qxDI/Xw8R5Szi28w/UajXh4WE8/u4myvPOMMIvnl+Negp+eg+v14vT6eSBV15j11kfk4Z24WcXcvzYAW7kXSc8IoJxk2YwacR0eu0N7N5zGL8Jczn5jxf7A56AePwClHS2N+Dz+oiKjUbocTB4xm2MDY9m2R3zWLlqKRcu9LPeVMp+sa9FixaxePFqmg11nD58mDZjD/ERYZj6zNz34AYO7N3O4MxMgoKiaa4u5ejJE6x/7EmCA7Qsmj8fiVTKO+9/wJXcPA7s2oHa34+2pmamTZvI1xt3c2DvZl595WVEIilqhYrGlkYSEhNpbmwiJjKG9977jJCkQEYOGnLTyFyA2+1DIASxWIrP58HpdBIbG0dvbw/Tp82mtKSYppZ6wMcjD2zAPyCM5q52PvvwXXw+HzqdP2Zzf5e1UChkwZzpyLwhVFfnMW/ZUgaHjsAtM1NV0gBcoeRaPg8lwaYGNasGa+muaKRGFYzdfxBhIW4qq+roddmZNi+H3msnsVql3DrXhN2gwBIWw5vfn8RPk4bGZWCGVkrAoEi+v1DHHfcvxS7Koqmtnp9/PsiC6YkUlLajaezB5K9iXPZwArzNKAMzOLPlBGtum8Erh0/SVFnD+mVR7LoAh67m/v8d9AOBP4EYoBFY4fP5jDdf9yJwN/2ng8d8Pt+hm/Mj+Q/K5iHgkf+JshkTnuYLkqtxKGyUV1ayZPI0CmpqefX+Tax5YRICAYwaOobLNy4OFFqVSiUWi+VfRvd/j4Shw6gtyB94ftuyVQRMnIyzqgBDXRt7Du7sf11cNO2dXWgCI4gLi+Ty1dP/dY0hKYSmDcZnasferKfMWMucxLlc0F9EKBZhs9i4I2kdP5Z8TmRwEm5fLxKxgilJU/n1/M+4Pe7/9Hl/r1sgELBo5EJ25+4BIEgdQZeljbExs7na2u8ZKpWKUXrViNQSDN2dqGThmO2tCAQCYvxjGaFJY2TafD698QZ2hwO1SsXowZlcLcnj6RdeJ0irpehiFadyD1NUUsjqSat49I53WP/BUsLSwsjPz6exoRG1Rt3PeLKaWbzsbtJ6R2FKL6el1sbdc2+hoDWRYX4S1No6zHY//EK6qbxuJyhGToNJwUi3ii4/DRUOB8ElPpwjryC3TGXGdCd7Dv3OjOXDqCooJWHCHFTeYFoaruKW60gMi8Ep1tPbJaW0uBhF3zWCY25BZQ7l+qaN7DTV0tFVR2uPnk237uCKIg+teAUvfBJOeGg033+zg317f2REbA47ju+jNreQsMBQbhu8kufPvorLayV+2ERmOYcx46G1TFoZBYDL5WJy0nR6pR5ulJ4a+LssW7aDHTuWDWz0TqeT4MhU9C0VA38/qVQ6IMEADFB0QwJDGDpoBkqNkNMX9qP2KLl7xpPUusvwqGwU3Milpa0VrTYQgRiMen2/sJhEyv3rb2Ph7Q/Q2SXCLhEzWCtg4fL52ExmBAgJCw8he9pcyorjaKn6nIkThnP27DnaO/WER0Uh8nqYOWoht86ezpazO1mw/E4evGclDoeD8eNfIiZazN59H/Hmpj8JxsbhHVvocLsJNMm5UH6J6praAeerSTljaTF0YjAYCA+LQm/sJECro66hjnHx06h3lmM0GomMiWPa5MlkZmSx+ZfvuXYtF5lMjlyhQCaV0tvbS3h4BJPGzaYkPxe7xENjbQ3r1q3DYvHx049f4fG6cTpd+Gn9cLldpKWlU1JciEgiYtDQsQzNzmTzV18RGRJJj8mA1eZgyZKFmKVKCk+fYvmy5Zy/cB6Xy0V4RAQF+fkYu42olHKyR+dw9PBRlLoA7r1tOV98/wPjx4/n9OnTNyWnRQxKTyUnZRJ7zu9Fo1EQoNMhkUq5Y/pqlIHNVN24Tnd7N66iG6QoRGz2+rFqdBhau5jfixt46r7h0NaKJOMunO2H2HykjcTIPix2EcO0UZyvucHsiGBGTuhAm5JFb1kjla1eRi0NwXAjmBqrkE5xFr/uPsF961fS9tNJDAo7C9NG0KnT4x+tRCcTIe/yUnOjmmWbTrB+ShafHL6Mx+X8Pwf9/y+GQiL3BUjUdDjMjBiSjkoq5nJhMTteLuCJH5aROTyRAwePIpfL+42n+/rQKlXYXU4cN2+8/r3g5gYgEHD/PQ8RaIzk99zvaWhuxOvzMDR9KEUVhWRljaKmtgqhSMjkkcs4eOpnhCIhTocLt+c/agIJgSk09tag8moYPHwEbomd9PBsVP46ZGIBJ3bupLCrqF+iQaVE4BZhcZh46K5nOHxyJz09ZnKCx+KXHIi+qYlzZcewe7x8cMf7bDn2C2Vd5YjEYpZmruf3a58B8PyYd5Akihk1eDE/H3idHee34vP5ODDrEKL4GJ47txo/QTzDJsby+Xeb0Wl9mM0m5ix9gNaaS9y4cQOtVotW54dSJkPtH0CPoYM+g5vUjEisdgeFhcW8s2gXjsGFnNh9nLT0UWirpXx8410mTZrE8ePH+fKjTWTYB9E5LhW/QCdKt4Wu3VGUqTbz9ZfvMDF9Jc6ecB4eP5/rkg6qKmRkp3pZtGwo4mQbPYZexN1CLAFefBY9TV11RGjiMLe7iZ+WweVr+QRqTAxPC8DqSsBPJuT8kSskDs2ko6oNtzGNc5/s4tX8h5HKJQSHBBEZEUXdjTrCI+J4Y9rbCEywdPc8MsdPZFhMLG6Pk507d9LV1UV0dDQCH/SZTWi0WlQqLeHtEQj9IzlRuxmRSHjz/6b/VPP3CXHsuPk0NrTT2HgVkUiIv38wBkO/GB9eIU63C/AhEgkGTgFyuRyJVIXN2ktsTCxmi5Ww4DAWrV6L5/cLGDOj2Lr3R5RqDUOnz6D01DHEUg2tzf0gq9FoeOzBx8iZkcSYCSvZdeYciUInX/3wMzv++AOtnx8CYMGCBTxy/2u4hB4mT8pAqVTg9fazQkYsXs+6ReP45qOPWTRxAg4/ISVVrZw8uJ9lS6bT2imlt7eL9NQonnnlJRRWqGkoY8uBs9QU59LW3Ex9Qx1jB4+hsaMJl9CFx+1BLlWSNTKTgoJCALJTUjBbtNR3ldDT24vJZEYqFaPVagnw1xAfH8HRI+dwebyoVGpkMhkulwu9Xo9YLEYmk+FwOIiKikKr1eBxOjF299Jp0DMoPYWq6joiQsNIy0jl2LGTACxbvoJjx4+RmpBEQ101XqEHHxIkMjkdbW188vGHPPHk04SEhGA2m9HpdMjkEubNmcrOXQfp6upm8uIVPLL8Fu5cv5ZZM2Zx9uwZ7E5nv79xdCgabRBKhYLWtmYqyqvIycnh7dff4MzZc0SrNZRXnGes7DrGVjkms5VRiVKqmjp56pyHrx7KITi6HUfYNGIMFRw41cI5vYDEYDU+nxpxXzGCdg+zVqUzeH4s3z5xlGmLRlFXV0+c28Y5qxy1TU1XaBYjB4UizS2nWuRAEz8cmaOBlBFhXK5ScmT/JZamtPLVSSGTRwzng00bAf4l6P/3Ror/JkMnD+Px+W+waPFT6GQqvCIhfjo1V5u209bVxMVLVxmRkEWfV4LNZkOlUJExdMgA4AP4fP/kQSoQ8MysD3EF+pE9KJvo8CiEQiHP3/8oXq+P4uJ8enu66evuwWHqYFXKWqIDUxDfBAKJWAJAojYJt9vD6vT7CQpIYGb2fO5e9T56Uzt/HfkZHyC8efJwOt3YXP0nj++2fEJzezM2Zx+X285x5NIeAqXReIVixGIxFrWdnz/4BR8wacIU3GGdiMUi5s+Yz5/GXzBoejh44WtWzrwLuVwOQNVMAzEP6fhixRYuVuzlrpEPgE+I3WZDKBQhMjZz40YeWj8/RiaNoqe7BxBQV1uHXq+nx9pGWJiOyspq7r7rbjxZ9WzdsY3hUcOZMGYcP5R+gdvtJjwilrCwEJ5/9WHu3byabz/fQO6uE7z31WGMde1EyyK5bfZyJo9YwYbXl7Hx2gF6SquJH1WLZISSnsAWGhvyaO2sJ3yICpXSTK81n7ZSPcVV+fxy4Beu/HoAkcVOkioNt8eJxOZGIHCTPkTDseO/Ehyrof33i5xx7OP9Wz5n7LC70YniKCkpISQxii5nJw/vX0umbDAPr32JEI+E4huF/Pbbb6jUGkYNuZPe3l6kfv5MDZ/G6yPfI0oazqnuo5xt+hWBoB/sI8Ij8Xg8+Dz9aZzQ0FCa9J00N+cBoFDI6e7uV1wVisV4fR76exF9A01TQL/oWch4RCIxLpcPj8dFRWUZ377zMqdFUNNWhEgoJFAbRFJ4KM889wZe539oO8lkUkZOnkiwREVXzVVGZabwyUffkH/tGsnJyej8dIybvZ6QsBRe+uAqLUXVzJ6zlKkzZuPnp8Pj8ZB/+FfiMnNQKCTkWyR4ZGEc378XlUrFsuV3MHHxNKZkhFBXV8ebzz/Ln8cO0FFmI9AuQSAWYTAaQCAgr/IGXrcPf39//AP8CdIFoQsK5s5FS4gJTsA/wo+MYaHIpFKiQsKIDg1gyeLpjBqTjb9WQVujkdWrbycyWktycjIetwePx0N8fBwetxuVQolMJiEpKYlbb1tJn8lMWno6yxevYPEDL2K322lsaaamtgGRSIRKpeLPbX9gMZtpN3Zhc3swdpuw2Wy4HXbSkpO4eu0KKpUKY083PT09dBm7qa6qZfuOg4wdO5qXNzyJymXhm83fkpGeTHFJIRue2IDZbMbtdlNSUsW13FxKSkpwu90MGTKEyspK7rl/DbWNtVSVl3LHpGX8XKdheoid1YuDUWWmMuOhbDYu8uO30+U88mk7v35/HrOrnSFxKmZFdzI6xY3TZKDTFcTBLhc//1TAqS9KyHDK2N4ylKMXPPRe9VBbKyFSX825PWdoqXdQqZKTM2s9YpkIiziSwTlryNIZWLnhbs52xuKnEKPqbEOrlv+3mPpvr72jjQhkzMvzqftjD9tPlNDV10tYSBjNLY2sWvc0d9yxmFhdJJvLWvjg9rH09fVx7do1gIE8+3967PWy8aMvaFTmUd5RTpuh32BizTPrAXA4HAzOSEPnH8Zwv/FER86nsvRBbrv/a44f2kRBXiEut4sT9f2MnK9LP0RQLmDvMR+VV/L588q2gbULBAKkYilSkQCz66Yz6M0iqMNhx+5zIHQIEfv69fkTIhI411KFo+EKH773CbuOHOP0sV2AAFdkEgkiF1dyz/DWzE+4vOcsNpuNJx58muz8ZD7e8wYyv/7GtDnPTkGjdmK19nsF5BZcZ8n0JcwYuZRRc8bTZqym4Pf9tNlj+fbAM0gkUq7mFtDX10dxYSEN7Z3UVlfyc3srF4zXsPn69dgnxT5E5C2xGKxN/LRpE11GI9W554jMzME2SMlM5WJiFyfgKGtn719/YbIXYwsbSqBgBj2913ju5QOMzxzGoOxszlws42r5VZbNmoi+7jvuXPkOGv84ejokLMlJw+kroaWlmOar3USlR9JU2EFXfTv3//4M9XU1qJxqBo/OJDtsKvf/dQsZGZk4nE7Gp05DojLySe0W8ppP8+hrz+Jrs7I8byECqYa6lsNotVree+Bjui8rOFO8iVBd6M2OTwba9dvaOxCLxUhFatx2O+3t7Sh6+4iJTKXX3EZ3d78lp1AgxG7953x+v06MVCxHKnERogtBIq5m8tipRCqkXCwpJGv0aHLPnCNq1Bjqcrey5qGnmTNpFB6vkJPHj9LW0YLb7Ubnp+XPF2/DJqyluErGhNhgdFiZNHEyRWXXEQilLL7vHxiCxUzWhrB5570MXvYudpeVQYlTMZji6O39Hq/XxdvPPEKYRkdfRxXK6AC8Xi8r197HTz9vZebU0cy8/U5at/zBXeuWUbC/gjFrx/Pzke9wWsw8/uhLnLxynCunTtHe20a33chjjz1GVV4ZpUUFXDb08PtXv1DrbmL31n0kJ6awYMVClHYV+u5G9pw6SXl1OzOmjsfk9OC2q6mvrydAp8DnDcDmMhESEozQJ2LWwoUUXL1CfFMaMoWC+x56kL17jpCamNZffwgMpKG+npCQkAFJ9Ni4WHp7enE67YwaPYZLFy+g8/Ojq7uHP37fgVQqRSDuz9G/8d4XfPvZ2zQ2NrJr1z4uRxby0EP38P57HzJp1nzOXdjKu++8O9DgqVKpsNlsAJhNVsIDI7Hb7YwbMwJ/oR1xoB8lhce4VeHie/cQIi53cNRg5uNJfuz2uhmn6OaGTcEgVx/O7mAuXmjFE+hlT4WenEg5ITIfw+bFsONcLwcO1ZKRGMLtk4dz20+bqPG5GJ0WhSxQwAvLliBx3EA0aRyVHY1I8VLT3oWltpugzMGc23uWdbfM4XpFK5nDJlMtMrJl98V/ian/9qBvsxj49Kn3UGlcWFxORGIx61Y/xs4DWzFVXcWbNozxU1MIkasZPWIcp84fH8ipSsSyAdD/Z7rmB7nP9Yui/dOm4P6n4mxpWSXZo4N459CzjJSewx3US5uxk7a2dsw2M0NkSax+/BOefm9hf/OWBzTycHZc3fmf1q5Wq/vV9Hz/caAKCgqitbUViUSEy+VBKBRS7Cymu6+bNnU3dy59Gr+qGzRbWqgqyu2XX3C7KTzwF8a+ThwOGwfD6qj2P41MJuV6UQNDjA1sqfqpX89HKqVN34yfn47F425h/Qt3o/IkEODfS2O3gU83vsqL737EyMBACImjvPwolxtPYrG6mD9kAXNWzOapF5/C7XYjFftRVHANsViM2Wxm8+ENhKujmXn7HLyOKGZOT+O7HzeRE59Gd2gc5+XHOba/FLm1l8SQMMYueYh610lGTzFzpTmHYQnlDI4NpaLmDC21rQSGxGDutTJ33dN02zpIiItClijG2SLl3mf+wd333c0Lr/yORFRPcXMxbp+LkxtOsmfEcU78WcMru1+nt6YFr1qITCGlsDCfjj470UFqOup/pK6tlKCjSeSePYDOPwAJEiw2C70mJ98d+g5HUyd6Zw8qiYLQ0DDa29sG0jlutwuRSIjV3QX8zfTyUN9UguSm1o7X6+X+Fetodeipr2+mpame8IhIFKGx2Axt+Bw2Xlj3PFnjR/L4Cw8xVDQJS6qYxx59mCcMXez/5SU8Hg+G7m4evG0Zhaf6+PLzTwYkRF559gnKuoy8tPJ5ent6OX/+PF6nh+OnDhIwdA4KQygjhqQhFxSwfctxRqZFI++ScfuKFfy1by8xUcMZeutTlNWcxWfqQ6+WkZ4QQ0JyDGKxmLNnzjF98ij2/XWShLhUli9bjr9/KDHzUvh9x6+oJCayp0+nvr6IntZW4uPjsVqtRAaEkqhLxBXvoVZfhU8RwBPvv0BxSSkhQdE0NFZQXlOJSuWHsVvPe6++xcvt7cydvwSXwEdRcTXG9kZEYvC4BYSHhdPa3klaahL3Pv8qc4YMovnHjbhcLnZu+4MjR45SUXoVtVpNX68RnS4QnU4H0B/9NzQyZMgQJk7M4dChE8TGxdDd1c6U6XPobO+gtraejo5+j97u1ip6e3uZNX40ZdXNtBja+ebrb7FYrJw9sp+AkBDam5sJCAhg3V2P4+ms43hJAfVVZcRGx6MKhEduu5V1T97Hly+8hTo1kGKjgsjwFMIjU8nq9lAusRCoqOT3HX3MyFDR2GLiZ2s7ro4eqiP8KL1qITxGi8Qjo8WmYoS4E7UKlBIlW4sNjDv4G8uGO6m57uJaYxFnqiWkGC/Q3tHDLJGZ2BCIUUZSqZXy/cYvSJp3J+1NFznRfB1xYhgRMW6mz7n9/17Q7zVaEXtCmZCaRm1DBbnF19h54Ed6es0Yu4389NitVE6YxQ/v/UjhM5/TZVlNRUkZAKEhkdQ19BfYNBoNDoej3yHrJtXun+mU3n8yOPd6vVy5dB6Aq469CFoF5P2jPz0CMDVlLq2dRQPvnbJwIRF+s8nyj+KVL2+nz2vBP8Afo9H4X67T1dXvF+p09kfhDocDh8uCz+fD7pSx66O1vPzw16xbtoqQQDEvvvACUrmKJ295iaMXTxBUF8qds8Yx5onViIQirl4r5JJtL2Jlf+OUy+tFJJCSohnGvDGPkTN2CCKBkI52MUFyePedjwh0yPjx/HnmjggkZ94Ycr87jcFgYOSdI6np6mL5ilsovJGP2SrEbO1k/PRbOXVoCzUt1TSK27HtNjE6+T5i94Vw29KVPPPKE8wd30rGPXcTGxdEVpSAuBgtUmE3Nw42U1tczOIMJbvrZOgGC8nqHcGIxXNILqhCGRxFWXsvbtMVuqsTcXqM1FzV010byMPPvERXdxfdPe0Dvz+XJQkRB+jq6aCvqI4ov3C6BCZAhEyqwGuyYleJqW4sRK72p740F7PZjNPhpL29GvAilUqJi4pgycSJGALj8PqM2IxGzufl0ttiorK5Fr8AJb02O80NtYyaOZNz+/cTGh5O1rAsSsrLaG5oRCNXsWLd01w9/jsPzr+L6x1VSL0eDGY9kYol/H58E99t/5bbfWspq6xEMVhOXPY4nv7jN+obG4hPSqK9o4P29jYu/nqFP0obEEsk+ACxUIQqIoWH1q1BIBDgdrt47vnnSI1PxuNKZUxqEpdqc9n06YfctXgwBRXbmTNzDsuyhYSFjuPtd9/C4Srg0edfQK6ZR1xnE+WqeGzeSh5+eD1+fn54La0Ul1bQ0dvNwUOnaOsxs+7O5TSWXOD69csYeqWcOXOWlpYWWlpaGDN6JGHaTOYNH4XRbmDc5BEsWzsIj2UoNl8VLfUmIqOGce3yFl595+uB//33PvgOvyB/PvzwfWbPm0v+1fMIhUJ0Oh0xkXJCQ0OwOlwUFZXw5pP9jk9isRiBQECkLhiA4uIKnM5+8UOJ1YrBoKery0hqUhol5cVUVFRQXFyMx+3BoDdisTjJvdJ/4pfKZAQHB9Pd3c31G3mIRCKqm9vos5oJDo+gsbZfi6jLaMTPz2/AZUwTEcADqxeRcv4qbQ3HuWX8Gi40nydNG8L5y5UER4XSVldLTGgo7c1OhgWICRgZx6gGN5rZvUheENLQ2E/SSE8OQyFs4Y6+Xn7NiGOF2srZQgOjF0+n/koebmEqVlszd43U8euFy2RERmJJsXClqAc/RBy5mI9EJOHqB58hEAqZOXk0jW29TJXK+GzXOualxHDJLiLe6WBi6ji+3bjpv8XUf/tCbnpKhm/Mkld44rYsZs+ZiqHHgFQqw+lyovXTMHrhElJSUlk5diZIQ7njzmlUl5f8Fw51aEgwekMXfjp/erq7GTNiKhevnwRfP09fKpXip9XR0fkfAKNUKm+yNET09PQhUYXhsrQjFAgRCEV4PC6GJA7n5S83oQrUklUWx/rHJ7PPeB6BSPifwH6Ag+/1DqxNKVKSLEvF6+fApnQzZ9FavvvyNSaNmcSSqUvolZppOFXHxcbr6HRKIjuGcaTjD0aEZXGi/girxt3Hrrxf+6mUQgGhEeE4XV6+uvtn+rwCRiyOwGkG/3AlJy4auffOIbh9Xg7s/Iv7H36Q1JBU0oen88v2X1Cp5cxf8wAmm5f7V8xGIhAzZ+5MUpMT8Y+IQ9jXReKgDLb+vgOtRopUHoBd380nu7ZT+Mspuglh2LQQ1kxOp0ZvZ/ceC7cPCmeH8TxzxqejFhXT3B2PuaMSsSaYgKg4/OUdXD1UTlGTi7mjx3P4/F42b/2F1NBhfDD+G+bvHoPF1Ifd3t+hLBQKiRQm0OSuZmTgfAq6j4AI8PmQKZRERUXir45mTc8SGgJrqXYpOF7zOTabk8CQIFJSUpg7fhaXCi/S3trBl29+wZUmLeOH2LD4bMTL2rl8CZQhMmRSELqvcza3jzuee5XX9mxjtl84GUkJKGVSyiqaSQoP5ru99dwyO5ZrVy8QFxfMpfOn8Q+MRuCRsO3yZZYOHUth0Xnqimp4864HuPfnDxCKBegbGnnyrQ/Yv+cvFsyazwhtBve+uYrOzk4UajVaiZKo+BjKK8pxOtxotEq0Wi3PP/MCgdrbsVYfprD3HHmXS1h163h6rKlIJE4a68qZt2A8x65cwlZ8Ga9rEP7+cO1cITnz5rDz6AE6TNV0d/fw+SevUl0XTIDCSHNXLz2GKgpKy/oDnx4LgXHhWCx2mpvqSIhLRSaGsHAVftpBpOgUnLt4hhe/+oKDe/4iL/8yiSmDiIiay/IxIv7x+wG2//E77YYuQoKDWXPPWg7u3st9997DVx9/TUl9Jf46HRNGDef4ucusXrWWA4f3MShiMEevHBqgxC5duIS9B/cN9NP87U8tFAoGanV/p+RCQ0ORSiVYLBa6u/tNZP5WoxyTPYI+ay9NTZ036whR5OeXoFQqycrKorO9k9r6WmbNmkVubi4qlQqtVkNkeATLls7nw08+59fvNlN8/EdCYxJ4c8sJCq5fIioykndWjUfebGHyvbE4JaG4e20oXd+hndWGz+fD7XYTExmCwGTijQQn0TIB+pHBtJ7uYLc3kdGiGrxB6exq6GJeog6P1MdSXx/LzhkxmR34qdXMDlNgTxjLsYsnsFgsxEWF0d3djdnu5p5VdxOmDmP/5d0Y2vQsHDKRE3XFlJaX/J+pbP5/NRweN5Nn5nDuwGX6rH0smj+T/YdOoNVqsfd0U33hMteOn+Cnd94iJDiUZ+57nm9++Zqp0yfy8+ZfMPTo8Xq9GLqMeL1e3tv2J1898zQZWeloMyZx+OeXByL8Tn2/4bJAICA0IYUgrZbiG7kDVFDfTQz3+rzctfJBNv/2JW+uOoxOWYn7Ugy5ZcfZYzyHVCjG+b/QMJ995i127j1BRclxVAoVPp+bRaF3s/ruxZRKbtBj7eOhh+5F5jKy6/ddPJv3LMGB/nS0dyFXKiks1yOVXsTj8XCs9hAymQyLsot773kdZ1MTX/31KXev+4aqYgPqMB9/nv6e01/IGDljBrMnrmKBLIbrh2s4kXeYi1cOolGrEYeIOZt7lnvvvZf9+/diatdTU5DPRn0NJ06dIjg8EoVVR31pEfcsvJer9ZdJSUknJDKAi6fP4nQ5eGb9Wjw2JwqfGnHycWrzt9Mpt9NZnk59eCJLZo/nwI5txMWbKauoRiCWMG6cmuYbvRw928eW41/Qa7aRe+AUenEDSq2SgA4FPo0Rm8U8APgAYomEZmcNANe69g+k525PuhP/KdkMGRHGW28/wRbTFu5dMJ/56ctwHaqgr6WD2LixPHvHaiIF8Tz+xAb6bG7QKThic5CsFNHV3MjZfQ3kTI7A2Gikoq4ancyE3m84tZcqmKJUotE30Z0ehb9YQmBgAC2GTkYGtBMfkUWRDerLWjl04CxtRiMSiRCPw4owZSEXrl9kTexyPvvzT9obannuzTfZ/O1GNn74Fn19fYQI1cxYOYGVC+bw256DxCUm0lzfQkOTnp9e2sMXu75j+erZ1NbkEz90LPV2G4ff/5prljqEHihuzaG3oY8dB95l0sIZzGm+ht6gZ92ja9jy9FVOd58lV98IZQIM5joGjxhFZGAYz7/8MZFRSQQrBKQNzcHb0Ync7SIiNJbpHYV82tLJgytvIUnkRCnMxKH10W3cRlp0Cka3iLSARJp3XyQnWkOK3yg2fLCJ7u4fCHrzWex2O1lxUTSrQnnmtScYHjwYsUdAeWUdr7/2GntyL+DrbMJPoSN5yGQWLpzN3oN78Mn7A6KAAH9MJjPnz+Uya/58Thw+PJCK7Q+cQCgU4L0pE6LT6RCLxQiFPnRaFR0dnchkMhRyBdFRUdidTnw+KZlDhnDl8mWqqmqRSCQoFTJkAgHPr3mde167gwsXLhAWFkZrayvDs4ayaHwK8eFp9PaaqDpzkD+vVRN4tonUQBU3vD6eXHsnMT0tXBI3MbIpil1FhzFa5SwO0RIXakUpk9LWZ0PitDBmdBTv5jbxRbaX66UiokaF4rohJmdKMPh3kdiczIafLjE4UI4qREioQkWgV45e5OV8m5k00WUWThjPtqPHiPaXEhI2mIKiYgIDY/j6x8/InjCKFXNnsnX7EeJiIyktL/mXmPpvz96RSsW45cFsRoVYLGZo1iie/HQjwcEB2Fw+aqrKsBiM+LxiOls6+fTTj1h86xpmTlhEn7kXr9eLQNBPobtjxToy3ZPJHjWD3PzLFB75vr8YJ+yXaIiNigb6owf/hHjGjrsNlcpvgEnhcXQMrGu4/3ieve81hAk9xPXEsv/M29z+01IEAgFO738A/t8bxq6dv1FbkwuASqPBaneQtFpLZ0AXEyZN5uUXXkIgUrBm7X3obf0NZY3NrVjsFkzmfj0fj8czIM3s8Xg4feUUv239lF9P/oRSqWTfr98jierkRudlTp46Tm7uVXJPn6K2xYPI0k3+2csIrwo5euwYwaGBFBQWEjt+GlevXkVv6OLKmcOUVxZx9nopUhF88o/PyG/IxeVx8v5P73LrgjvoaK/n2uUrjJqyCrVGh59CiTIyi1vn/cGGpd24O9fhckTiUp+mznsWh01IePgExM4omsvOs//PLVy/WMPR3Wf5ZNvjzLLeQ1evAXFPIH09FgwGA8dsxyjzVmC32xEKhAP2ci/e9iYymezmzS0kIiICsVjM29Gf8cGGuxk9KJno6EjUGf541WbCY1Rs/XEzBz88yLuL19PpLKVUWIRILsFfqEQlhnFSCd1C8ETFIvTvwtj4F0VdHQRHRdJSXEO4/Tf27fgOZ24eWpMZaWEdrYXF1BVfxVDiJTBuOFv/3Mp3v2/kw8/fobmjkR5DMwZ9O06nk9NXtjMoI5XRz0zhYOFh/AMDOXb+Cu1tzbS3t2O322kxVLPqrWUcunCNwMAARAiIjsgkOj2DhpImbrllFS6zjNa2Vhr2fs2VV99HbHMxN2cyE8aOIXXkWO5b7GLEtFXMyBxFUEYMf/25lyO5dhKXpVJU2kZQSDhWq53M4WMIGjKWEcMzkaLlpfVvMy/rbgKFCcwNyeatyCReCtRwCSN3z7sfw/m9nCmp56EfX6GwdD8GQQJX+kx4OhqRs4cufRFKvNhPGRE7+nA6rew+dY61q+9h6uQlpGek8Nvvf7Lt0I9EBMVx+kIJtbVNDM4YxOOvfkxndy9uu5m3PvyQmLBgtBLvzXSWm9E509AoA7h46RISiWSgwU0gEJAQn4hQKBp4bjAYsNlsdHX10tHeTUBAAD6fj5jYRFLT05g1fzFhYWHIJTLeePU1JJJ+bf2cnBzuXXUXfo42JgwZxuo77iBJIeORWYsJ1YrITJzFE689j1arpaCrkcTYONJGp+In9JKdPYgj12/wyoUbRA+ayJXGEIYPG46g08SHe8WMSQpg9ahwVqX366o8MNtBl0fAW/lSRsWqqC6TI5W6+WaflcDYILSmDpZMG0WdVcA+o48lU3Uo/GHGyCREKiUxsWoq25qRy+VcLm9lXPYoAK5ePILGX4NSJmfrX0fRRWrIKyj4bzH13z7S1/f20nPpO+aNH83rr/by/gcfMnX6dDo6OhmWNYIb+dcIUQQg8hOjlWq4VnKNxjefxy1wY3f2R4kSiQQBSsqv5bOp92EudZoYk51FvrUAg7FjoJGmpa11IOovP36EmrOncDn7o4sYdTwttsaBlM3hmktMyVmLxOvjwQ/Xc+jiof+UUhIIBMhkMux2OzKphPLK4v6GqdAY2oxt3HbfBpx2LwEaMZ5OMT++9yldDg9dIjsenweFUIz55rX+Xt/fG5jb7UEkEhKVmI1FX4/ArmT+rbeRMyqbyYun8tsHW1i77n6S4+KYvWg+J0qqMdTeQC6T8PHllwkIDKSoqBSny8WZ337E7XIhEAjo8XZzx7w15KyYywcvP86bLz2Hf6A/YpkCkciCzK7C4/TS19vDucObuCfnXq566hgzZhhDR8DJmlYmTU5mdPBYlNJoLl3fgjZkIc3GnYwdFs66NQ9w9doFyquHUnL9Y7IVw6nQliG1SCm2nEFv62BITCb6TgNiiY7owGiQS2lpq0OlUlHeUEpkVCymvm6CgoIwm02IRCLWVKxl0VeT6RMbWT17IhHRKfhHBdASXEWE0I+t17djNDdg7a7B2hOAzNVH0qDRNF3JRRUay5+X9tPu9pKEm67I6eSd+JW4e57GVZWJ0G6nr+kYqRGD8TqDqW1rxGezE54aiG7CKN567VH8pT7q63qQyT0IBEI8PiFxmUPIjI1h7uhptHSZqLpeg1Kp4qVNu8lMSeLlB+4n99w+4hMS0Wr98PcLwGqxUl5dTnl5OXFxcYzLmElXWC1KRwuaRhkKQxPDV01m+pJ4ftmt4+Kur8ieOIwDh48TNmsaqaGNZHg+5703xayYN43Go79T5RKhUSnIzhjM4VOHGTtcQe7v33L/wltYETUbnbCLrqB6hu45iebO6dR+UYwr0c6QxWOpKz/JIy/excXXfkWfPQxxcQn67ibuuG08FncMYk8gXbXXOXP4EJG6VGaNnkBeQwOh8Ym4rUY6vEaqWmtJDZWg9JvAh1+8ixAP735xncBAOXv/+ovFMyey+4U3cblcPPnoYxTdyEMikWAymbGajNS09PcA9Adn/THqrHHjmD1vLacu7+PQoUMEBAQMNI4Fa4MIDAuirKKciMBQUlNiOX7iBCdOnKCnp4ewsDCGDhuE1WrnrruWYDAY2H7kAFmZqTy4Yg1+SjGW8TmMSs3g4qEdPPjSs4TGhDEkMJ7zlyqYOT2H33cfIUCqJnNkBCfOl7Dvx28R2EV0ehtwepMZMSOAQXojthv76cocQf3vLcRE+XPwhI0gsQRzdBQfne7EJFJidziob7Oi+7QCFEPxi+5lfroci8FHTZuLeSPjqSaKMHUTepOAHrOdzMxYQnQ6DH0GRmYkIvGTIusW02KyU1Zexv3Dh5AQnc3mn/b/S0z9t8/p6wICfZOzp3HmylF6enuRSCSoVCpig5NJTAqiWG9FUlePM96P6uv9zVBCgQDvP30vlVpNgE5HjHMaBvUNFKpRdHcfo7m1BaGov7NSqQqky9CMVutPb6/x5jv7f+bxuFk+7nYaA6y05+dh1vvosjWRnLwMjayJ60WX/xMTCCBAEo1XZsbqsCBEiEIhR6vIZNctf/D0sftZs/xtBolSKbpu4aDzYXYd/QMfPsQiEQKhEIlYgtVmRSP3x2TvRiAQMDZjNlHjk9m99SI4ivno+T/JScuguqWB1JHZaA09GIdpaL16Gb2xl8VL5xIYquLbHR1MTZWy5aPNfLL9RbgZSXm9Hjye/sLm3wXuoMAglCoFnZ16fD4fYWFh+CQS2hoayEgcwvwJy3lr402tlNS7mPjWMt55eD3jJuYwecKb2G1dLJmSQHFnHcKwQJrlwRx4eQ1Lpt+Cz2fir4+7yAyNpaT0LxZGPcjOnh8oNdUhDeihpbOFKUlTGNWQw1feTYxMzeB44THUKiVuBCQFZmOwyWjrPIxarWbYoIc4e/ldtOogHG4rNquZp556m4zUIHQqEYGxWnrK9VTo4yjK30hq2jB+27iRlKxsenuUpASrSR03nMqyq3iFQmLCIzh7/RqLZgxG5AtmzPjx7N68h8SRkZj6LIQGxfLz1q34bPDD9l/59rct/PLTURqKD/XXfkQSBCIhFrsLXWgwU3PGUVNWTIz/cKQasEUE4DC38/LrX8ONc+S2XqL5sg3NIH82bfoRjVRBVUO/YUh8fBzR0dGkJmTjFfcye8hslCFqIlLa0AiDqK5P49LBr7h2dhvC1GHIvF5Wjh+Of4KBx189x5urI7Hplfj7RZN/6Tw9DWaqlDJ8UiGZKalENDUwfPRIBGHJSDpu8N3xBl5+ZQrffHSJI1XljB4ZQrRqNNPXqLm08QaykImE2UvZVFvCczGJJD14D5f2nsTgC6Sp5iw3OsM5X3qIAJ0Om8fFlBEjWXTLYvIKirl+cDvBWVO5cvkiYVoJZQ0drLnlNoaPG4rCEc75ywfYtPMyrQ3nByjNrpv6WREREbS19efGE2KSqGuq4dlHn8TQbqamo4Kamhr0ej0ajQadzo9506fz246dJCUlU19bh5+/lra2Nnp6+k/LKpWK5Ph4zHYbKpWalpYWLBYLTzzxGLIWK/e/9ApuWx9b9u3A0WJGJmlAFzECc0sBQdER6ILj+G33XiYOm8HMaZFkzbyd++5cjT8uxs1ZSmuvkZwwf0LThvPVh38hj2xgql8B+wvjeHvTz2QNDicmPoZlyWCwJ/Pt4XPctngaX32/jXfvH8+P+y5S3+VFarMSn5qOyS5jSISHPy5WERftT1lVGyIRDE+JJ6+ykQmTxlB4o4TosHDaHDaMjU0smJ5MUNRQvvhy8/+dOf2+3h6uF+Xh9niIjhhDYJCYopKLLBv8KFesJ9FX78TpcDHabxBNskoy025l/bKRnD1XwvXqK9S0VGO1mMHnw19TiNvtoaD0J8QCIcExSbTXlyMQCOg2tPYzBpANXDt+UAbL73mL5HoHQWOTkYcHUl58jKK9xWy/+ANhwi5yq0oRi8UolUqiY2IpLuqPTHTiBJ5Z9CStxioaCsxk3a6h5rKbpjEtxFwfhtFXwm8XmshxR3Hg8l+IJWKSk5MpLy/HTyHDcZPXnz1iAk09VThtLvRGEyq3mLtWTKVBlo1kYhiHz/yOsC2A3Pr93LnsQZQuD34JU7lYuZVup4dA4I55gYwbPZnqkjxUAQqs1v4TkMfTf42hQ7PJu3EFvF7MFjMLFy+krb2D0ydP0t7ejkrTr6itN/WgilAPnIYu2S5T9FYRD97xNKeu5iKNOse5HVfJHLEak0dCtNVN38mDPLrhZXb89gN93RUsnvUZHxxdRZOzlpNVx0nxS0EXHkVNcxk6nY5qRzXHLWdxeS0UNXiQy+WsmLKUH/b8TLOsEH9lHAqFip6eHpoKDuHz+ejp6xyIAnf88RPT3/6VmtJaQjRhbNz/G53NXfT0dbP/6DnMFjMNp47hcDioiYxi2drB6Js1ZGQOx91rYUhCAj6Dk6aCdto792E1mQjR6kgfFEtlkYczF87hcLi45JDxxduvY7O68AkEiIRCLDYLAgT4qbS4envIvVKE1dlFp+EMiNxYr9qxWsx8JYDR/jFcNdbjtbjxz+ukrbWJ+Gnz8I8MYXDmDMwiAbHdSv469R33338/UWnDaGq+wu7TBlQ+K5MCupi9aC4WhZERaZ1s3e1gb8MF1k9eQYTvJBePtBMdFY88UIFuwizC/S9DXjtJKX3UW+O5LFIy+ZZh8O577D/VSW+Ihk2PnqdEnY5CpOJwXjtRnj20mdJ54K7Z3NhzgsBlt9D+xDWqIkqp//MoFw8f4vf2No7veoY9zx7FbOyjsbWVIUOGUNxYhnWHjyBFD/uv1/LCtDtpaWkmOWEsry2YT+zQ0ZTWtVC87SNGLruVRx6axQvPzkSj0QxQVgMDAjEajQMpUpO134j+4MmjDEuewqrH38RWn8/DGx7mmSeeZOuff+AUCPH5fIwfP47Kygr0egN9faaBe9rpdFJWWcnwEcNJS0vDZDIxYsRwtm79Ha3Wj/Pry0hJS8HnFTBqyESUceOoO7gVo0fB0sHZNNS2km7r4rXPX6HdvgytVsuuAwfR6w2stHl55oln0Nbsw1hsY3pmK1m3CTl7fCJG01XeeGAWa9ZrcHldeHu6aWwM4pO0GGwOJW+vi6FCX0VO9iBcFRaqqpuZNz6Z6mYNIwIMHCju4OH7p/DUS7uYOmUcNrcYeWMncqEUh9tDWU01LpcLrVbL77tvkJ7+36ts/tuDvlIeiBAPOTk5pKqnEz0cxmeP5qKomKlDn8DqVtDVdR59fTuRSTO4bf4qkmbFMuPBe7h04gafvPsNdS1H0EqiwDUUXXAHgdYODAYDKxYs4Ysv3h1In3hcHkzmzoFre71ewp1m6voqeWbDixzen0dwxCBee+5WNk/7jHX+79HY8gryCD2t+kp08jigH/RrbWeIHfIRQdIJBClP8uSntyHwCfjxugSbw8pE5XQun73AgbBE7HYnCHzY7Xaio6Npa20bEKIurDzL3JznuevutXyz/03WTlvO+eKj1Nc1UeUUsevIAZpyc3F73JRXl7PotlWEyW7hnSdWcaLOjKG5nG/ef5fmplI0gVrSByVy7tzl/6Rz3dnZ3m/U3NGB3W5n+7btPPfi85w6cYLY+Hh6u7sRi8UsWrGED798A7VajcViISRQSZ9Fxt6C8zww8xl8ncU4m8t5751yvnx/NA2VAuI98QzLiOGiXMKgySlc//ESTa39EgMSpYRKWyXRLjtOlxO9Xk9HRwcJ0WOpabxAs6GZsLAwjl4+3S/X29FBUHoAIpEInZ8/tX03Buotf6fWmtrqWPbgTDQyLY4P7cycMp2vvn6JwtxcCvJNHDi7l8baWrxeL0qFnK++OMLt965g37FtfP72Rhq+0+MfGoTDC5pAFcG+cN7/5meWzlhCbfNlem66h104thuZWIhd6CMqKh2j2YHDUcGSsTOp7NGTGjWV8poLPLxgA3+c+oFRs2exb/uPOGxWLl+5TpGykIb6eoKCgjCZTIwaPYopC56nodRDzvAA6g4HcteTZqabMrlj9Squj61g2txRCDuMlHTUETdlEZ3NJSQ1nuWMJZYXnoqlsqiZtloryQkBdHo0tDfVExXkZNCwaPSVtaQP09Lc4CQwwU7U+OG8v2Ejc7MmYPLfxbWiZk6LxEwOrmXprPEUHTnLpAgdx7vKUQfPQKVrR97azSOxCk4aJYTpz1EpDaJJX8Ez7xwkMSoSrXM4l2uKKSsrw+VykV9QTaCfAq1Ow42CXFYtGE2IVMBLH32OocfcT1O22xGfPsysiQtYMG8+V69dJjAwEKvdjtNqHSjkKxQK1qxZzdfffE1UZBwzFkzjvVcep6GqlCFDBlPb2EBAQCB79uzGZrezb98+1Go11n9qnAsNDUWtVtPa3Exnp57ComIUchmXL1/G7XbT3t5BfFw8LS2NNDfVc/L4UTKGZNLU1EhMRBT7rxbQ2tBJhViLx+Phhx93YzaZiY1KxKK0sm37dgxdRvzFVt66fwz+CcE4OiXsOXqc5CFSRsQGIwtORCZP5Y9tLzF1ngnjlh5a/Rp557dqZHIVmdp2MrImEhQYjULWTpy2gte31aPx9+dygZn4hARC/P345c+9DMsaQX1zKy6nE41GQ1JyEmdOn0EsFjMsexhlZf+6kPtvn96RyDQ+pUxEn6kXiVBCQKCaV275lIi7F9B18jgSlYYPv3qM5OnPU7j/K8ZlZ3DuSh7fvLmJdz95ivya/H6al09EoGgIgakyWlvqEGAnKSkJoQlO55/tZ+yEhqANj6S6IP8mPczDxKypXK+8jN1hZ2jmKOzWPu4Z8SJPbr2db9d+h60zmCcOLSc4NJTBSdlIrQ5qTLV0dupRSdXE+KfQg4GGpipsNhtSsQQ/XQCGrs4BwBIKhcSPe4ZEmRGRtR5TeCrnd34BwJLl9zB76noa8/bx0S/vExgYSLdDgtBhIDokiJVPvs7Xbz6L2+Wmp7eHbb83kJLsz+AhCl568ws6w8I4/PaLmPr0pKUOobmlmtbW9v+whRycib9EQUFRHuH+EcydNI/kccNZMXc2c5ZM5+77n+Pt156gp6eHmJgY2lpbcLr6C9Xh4RG0tbYyYfIknn/iM2qv9KFV78EbNZ5QhZOGcgFVTRK0wRdovt7GiiXRPPtZLmXVF5k+6m5qjacoKSkZODlIpTJSZKlUOsqRSWWYzP8RoalUKiwWCwB+fn5IxVLikhLIvXLlv6TWFHI/3B4rLpeLqUOns2zlWkZMiaO5uZNnnnya+sY6AgMD0Wg0DE4aRX17KcGhal558R1aWiqxmvS4PWGUX2nkwMkdNHZW09Kup7oeXtn4LEe/+YbQ0FC8XicivyiwO7DLoknz70EXHMXFi2cR+oSIxV40wgB6PD1UFF+jqPgAHmIoqSyhvLaTHz7/nJycMUyduYD2Hh9l1wYx49ZEpgkCEUYJUYa4KC+9xre/fk5vl56xOVMYM2QQ9XX7mTZ4Bc7eT/nrRBOhyfNob2tl4uQ5eNRWyvccIqm3hfMCC72OMDqcUlIFeWRNuJPq0nJuveM2Nr70LhETZ5BtNSPS3+CyyUI+/hTWtbJ8ykhGeqx4ov2oNHiZ6KnkuWIBXz9yD2qdB4m3hkef3EfMiDS+P1KEzWbjrmXLqa9rRx6u49yZ01itVmaOG8WKmcvxiw7GXH+NebM0HPi+GktkEq9+uxGbrR/UPR4Pfn5+hIWFUldbz5gxOSiV0GW0UlRUwqD0FMaMnEFiciTB2lBGjZyISiLg4vVL7D9+iLMXj9Pe3o5EomTYsBTOnbsKwNSpU0lNTaampgajsZnnn95AU6udEydP0dfTx42iAtxOJ3K5nIAAf5KTUzAajUyZkk1LSztDZBEExkcTHS1i95Uqjh87idlsAYEPt8eHXAbBuhCGJg4hSG0lOCKD17/+FLVKyc9v3E9wdAhtbT42vPk+WYMT6Tb1MG/2HCwuK8LGGwyePQLDjv00qMMZmlDPe1v8SA2z0eAKp6+3j4nTsqkorCEuyE2fvptjBU0YDD1ERUXS2trG9JnTyb9RiKmvlzHjJrNk0Tz0hi5ENjX3PLCAyLjk/zvTO/gcxCUOwSbX0l5yHalcTUXhZcZoV1JTmkT0gnhUfi8T7iflorme/furSEnN4dE3N6DGRWryUPw1YdQbnPjMTmJTbsPUthGPUE9pWSm/rvuNa42VTJuzkJHDJxOZFcm9M6belMWFszdOAKDTBdDe0YjbZeO5P+9EJBLx6NYNhAfHIRAKGDJ4CK0t1YQqovD396eurq6/0Cjx0NzWRoB/YD+wCaDL2IlY3C+ZkJGcTklVGRJLLsmRM1mYtgD32GRWnfiN7h4j5078RawoiHpRO/My3yFirp1RoTN44NkpNHZ0cmH3FnbvOIDZ2su1vKtMHaXmpx0/EzPoHtYuWsqGF+5j/bJXeePreyivKESoUqHT6Zh4ywpKT5/m8aef5vj2fRQW38An93HF2s2VrRvZ9P0n1NTU8frzj2KxmxGJRPT29uK7KRMcG5NEdU0ZiYPSEIlE7D2/jckjpuFpm8mw0cNw1HVS6NyHVHqDbqMQtU7Mxl8qKa46S4w2nuAOGWc7+o3U/t78nE4HJc4ifPgYnzOeU+dOIUCA1+fFbrej0WgIDAiivaMNj8dDW0sLAFqNli5j18C/jMNpQS6X4nK5uF5zDfs2L5dKYnj8wQ0sm3Urte3lhPgHIAjQsn/7TgRCGBY6gd9++pMZswdTVRhIUkYiuw+9Rb2+DqFUygGRgDZRG5PW3InKbKHq+jUMJhcB8gAk/jIKrx2jIzaZrh4nEZIgqvvqEAuEDBo+mHhlBKcvnyErSs4fu6/jH5aMw1IHwKwFi2mqraSorJ6xOXUYyrS45izgyL4GHn5gAWGCEmbOWUpygI73v/oYmVLCkKBQuoT5dLkSmBomRuSrZ8T4JIxnvyRr3gL6hmbQkF+BtaOPQI2QYRnBSKU5NHRfJjh8LM7LfxE6bhSTYqYi2X0/7Qs2EHv8K0S9duRJwRwu6UAXp+Li5SbmjpDSZe0iHBkF1VamLdDw/AulyOMjcRbUkRQUgdNnZff+0yzOiuZifg0TJ03CZjFzKe8Gy2d4aK6sQ19ezenQOeRZuhmqTuSj9z+krLiCToOB9pZWzHY9ZosdqURCmNaP29c+QFCYlB2/7mHV3XfgsIqI89ciFEVTV3qdrlAJUbExnL5wms6OTmw2B2GR8dTWNiGTSXE4nJw5cwa9Xk9megJ+2hQEgkhWzs1kXtZCdlzcTmV1JeMnzKS6oYSpE8cTrkkFrZW/9h9i0sgslj/yFF/9uZVQWTi3Lh3C3cuWUFlTSFCoHDuxGNqamB6sRCZLI795H0lDh+KnmMCx6238frKY8CA5Z65VMCPOn5ysJDqcl+ls2Els2iqar1TRO8aPwmbwH2SnpVTO4BAl3VZo1bfgsNmJCoilXNzAgQtVqFUqZAo1MpkNL14iIqIYmpLCxCkLuXhmPxve/QRxVzPxCRlsffElCgqT/1tI/beP9AelD/L9Y/cpvBItIX1V7N6xnUtHL/L4F/v4K+8Go1xNFOS5CB0p4vVH70SlUvLjH61oJZ0Ei4UYQ6C8JJzIqHoqzjSxf98rSFwqrpddwWQ1ERYyiIyZtzAt4G7mvhjOp8/fy88//QzA2LGT8NcGU3LqLM0eIxMnzODkqYNERESQGJnBCOUwfs87gsnegMtnxeP1otFo6O7uRigUDlBF/x5/a7W43P8Rla5d/wIdF4s4XLSfSG009+ZsIDyyi+9rmui5fhCvLgQ/tRJpgJy2WgMjFizhjTteY+hUFQEBOrq6jLzx6tu061vx4iIxeA1N3WeIjFMiEMRgNxVzqMFA0/ky7rtrNpKxObw1ZzYSrZa3vvycV/9/1P11cFzXuu0N/5q5W8xMliULLDMzxhzHATvMzMnOzg7ucOIwOOTYiWM7dhwwM9uybEsWMzO01Mz0/iHHZ+97z7n3rfer+uqcWaWq1uolNc0ea87xPGOMe+9nyGBAIpEgl8uHbSN8w/YQEsmw+VVV1b9vE4VCITpdECaTEW2wDrUyCKNhgNjoybzyjzvpPywn5d5wRPVeNv3wO351L/36YErqfyMpOAaTwEj4UBTN4jpMJgMwvJL/a9UnFovRKYMZNA9ca0/9azcgl8uveaFIpVKUSuXwxejqPP7rPIlEci3M5i9RXER4JDm545kSPYJAMDR19pAszeeT/a+TGp2J22agZbATv0eMRA4ul5PJ02cjCMulsusC0V4PCfljyNCGUnHpAiPGzeTyuUOUFV9k3KjxXCg7j0yuA68DkVTIiw/OIW/MzZwpOkNiznjKLp2n7Kye9v5yFMFikkdNZ6Crg+Q4HUarkpVP34qmt5pMXRAXj7YzfYGO4pIqdp2p48W1i3l/1wmsbh9rp4xH5L3CBVMSOZHB6GxnyVq6BEFzLefMIShxsDCriA0/DBITFsKQIAKFRIiw5BjC6DF0NnYzZeUcHCYZVV11zM1T073tAFVmEQOxbuT94UiUBvZWw7g8DVmpIpy9SvrEMrSRiaR0+vihvhz/oIdHXnuHHUf3ou/uIzkuGqe+lV4X9PTraWxsIjpIg9svIHfieBqqqunu6UWj1iCTy3jyhkcQCBSEp4dTXXuehbNmcuVECeXmAXJGJnP9zY+h8BsQOIT0m02EBItRq+O555G7uWHeat7/4V0qKivxer3I5RIiIqLIy0rjxhnrqOov5KsffsVoNPLkY/dRWHSFKePSePTBl8GQzNHiLYTGhpEiSONI9c+I1aFEpoyhtLKQW+bP5OKuH8hf8zAyUxcnr9Tx4B3rCEgFeLtKeO3d9dy7eBHq8fP447tv+fnoWZJiE3j4wTVs2/onswoEjMiUs35rESONWjJyQjjQ7MFWVsOuZhNOu5NHZo1k0gwhX2/t4t6bs/ljYwkZ40JBJuePUhG9vX1MTkvmWGUNkzLiCY3PIExoJBCRS0Z8FI0GK+tuWsWZ0+eYPWU5YWF+Cs99w7ufHqezuRa724/FYvmf6bIplss59M177PzkDYKCEzl6/Dg33biODLWXFVmheAUuTO3H2PL6S4QE6ZBIZDSVbGDWzEQk8UEUHTyEJMXM0U1fkCA2IA+PoLGjEZVSjkqpJi4xi5KDG7n1YQ1ZIQGe++BLckZPQCaX0d/fxaXic8yYOQe5VEHRxTPIRUqmz5zP++t/5IGnHuTb73dyz71/Z17iSpQSFXazDZFQBP7ANcD/qxD1rxeAv8amDW/RYRwGt05TO68ceobnfttAf8cVEMHTj73C9eMeo6y4hM7+Rl5+cC13v/Akfr+fwUEDapWKl159kW+//po9f+4nItNBpFaEMGQMu479zKuvvk7Rpq/oa7vI26+/ypFXXiE0IgxjTw/tpdX8/dVhjt7n8+F2D4OuXC5n/uq1xMZG0djY+O+fx1ULXI9PQWLMGLwuL1qNBoVCQVf3ed794F0ssSYkRUo6ToSDKoWWNjudQyeJUWqYMGE6y1Y/gjZVikKpITo6HK1Sd01xKRAIiI6Nx2gb7qAapn2k1+4PDw+/9lz8fj8KuQKxWExoRAxSqfTa+YFA4Fpx9y++v3+gj+PH99JXL2bHtsu0tDWhUiQxZ9Ea6toraOhrRSqVkpgQi8vlRC6Xs/CODwn1deGuqKC/pZWqU0W47eHU1tayfcuXLFu1FpUill5jN7nTZ2OzDnL9mpWsXbOE73eVcOdTTzJx0c1kZ0zg4MFjXKrdS99QGynJybiC1ajNfSyfvob0BAklW7fQ3BzBuQoTSWFBFB74GaE8jPmj8hiQphKmVBEbGcdkRTfmPhNpknbEnqNIDNV0nPqInkgz8vrdVO36gWOXarjt0XHEpMuxNp4iXt6AxRWNUS1Gkp/BmOQSesr3kZFVQE95I9bZ45mQriBRIyI+qAez3MfapfEcL7Ph7+mkUyBBLApj/uwlHCm7RPfgIJNnFtB//GucTS3U1lcTpVQyf+lspo2MZsXUcYSGBJMboWHW3DlMSdRgszuYPH0iIZGRmEwmPtz2BUO2QT7+5iMOnb3AkCmb0PiRvPHcP5g1bjalZ0sIDtMiFuuJ0InpcEroaO/hyVueZcy4MSxfspjU1FTUajVfvvkSr77wMhse/x5pRAiz5qzko3feRyQS8cWGTTz28BMcO1nE2csX2Ff2A9HJ0RiNVoImaHAg5vSJY8jdQwx09xAu8zJr8b0U5Iyg19zLG+++i18aoKq8kt2XWnFpM7FGZTBQv5OsGct47LrZnDx/AYGjjpAwLQ+8vJ/ankYazjiYsGoSEqWDDAycbHficrmAAPGLFvPGhg6yIyScOlXFFXE4Pd5YGuzx3H/fMiLCEyhsaoVAgAULl/D8urdIDkvjcslZLN0W1FY9enczurwYPL4a6nY/RVtbKYsX5HHr7HisVut/jan/X8H4/1/DYnci8ikR9nh47/1vePzmVzl58jdau8106NMo8ceyIn4sU1ffw5bvL9Bn+Z4PP3sflUpGTVUTp4pOMrriAvr2Hjb++C1urxufz0dWfDZ6Yz1XLv+OSCqmrrsMkzeJTz9+j5xxKzAberA7HAiFAXwKMVkpkymqOMikiRO5YcKDvPjQA0hFEpodVbz00pc8lPcwLYJLCN93sqpjDRPDJ1A4dAG3y/VvgRqBqxXUf01eqmwfzpGXS6XDdr5+EHht5M+axcbfD3F/wlwy07KpbW5g1eoVxOli0QaFYrMYsViHLZvHjB1Hyoh0zh8+Rk1jIRfW/8SUMVGIBALcXi8qJcjlauob6vnHyy/z2cefECcJprm1HcVVD6CwsGj6+rpxOt1Ye9pobe0YNqYThRKfFE+CJYkL9mPExkzi1gf+weFf1hOqEjFg62Ph7EkMGWwsz30My8F8uq5vQZSRzO3XTeSNz3+DXjddtn5CRqYzd/dMnn1+NVOfnobBbCVCFU9QtJaWtgZyU3Mpqb9yrY3U4/GAQED+5HGUnr+E2WwiKy4fcTiYh8wEAl4CAT9i/CyYt4xTZ47idNoQi8SIJWIIiHE6rHj9w2ljEomS74o/wOfzorSr8Pk/JW/EKJxOJ2NGT6S3v4OpY5ajCztLfW0FGz++k5uW30HhhQsU5ExkxLSpaH5TMDtmGU2iKt5+ddgrpqXVwfyxU9HqdLS3dTEtcwZDhtPEJkRz7PBlmiur6e/vQyQSMXfeHOJjEgikxDEm7AH6hsrQGwwsmzIGu6IPz4CCAaWRi20jWRwziNilRvLLNzy68nrWHzqNR2ckTqHAp+tGFO7G0OkhcpQV2dnTlFn7SMwZh76vjpPH+jB0XKLPGcrFDh9+jYlElZpv9jYyLR1C5s9jSul3nNJ7SJG1Er84Hm+xm0aNnSvnJZTXNOLyylHKIrljipGq5hDyC2ZitlnxCMSMiPVQU6ynrKWPCRNz2LR/L85ddm6cNIH4uCGmTR7P2QvFZA30UF3VhdFoJC4lndFZUympvIRtyMypskO89Lc36OjuIXOcnJryBFxmJ+HqRKQx7Vir6qhuNPHVwU955NEX+ePAGUbn56DySwiJiuWRux7low0fogykkxGRTX/fJT79/gNuUKyiLamDn9Zv4Nn3XuW7H77HbIdtv2yjvqGFsWPH0tfbR2RsKM8/dwtbtmXyj1df5qbrV+BQRBKXHo1VL+CmO59izvR5CEU+nnnpDR698UnuuTWTMxcvkRGfjhULM65bxWeR4fQY2ogJj2BmbhLhrpHMyzTx/IcniXW2cbYPzG4nGakhWHoMtF9oZHJKBsd6BrE7xIyIE9LT4yJR46TwTDmZCdnMnJxHS1MbPx89SWL2HDotJpatWsncFUup73eSFN6EorGTz3+8SJjEwpXqRsrrLiAJeFg8Yzz7Thb9p5j63x703UMmymsucvbUOaZMm8LT6+4kKlfL8ZJmkldNJS8Gar9v5/rxE0gPH82ve/R8t209b7//JiqpjEmpczl78BTtAy34AsNhGCKRiNqummu+HV6nl507duCwuwjY3fzy+z+Qy6Vs+XQbe87uZvOPm4mOSkCpVCKSTiN7/Cga3y+jq68Ht8vJEw+uZuHCpUwZPZGYlBgsdWaOth8jKDgIt8v1b6/nLyHUv676/6IkfH4/QpEIkVBLXEw8YaoQfr+wkQeLfkIml0EA2tva6NcYGZ05jpLyM4gFYjKSU7lu7a3MnjuHUHUq47NCCQ1Soo0YSeDqLsPj9ZIgjSE8TUdkUDgul5u3v3obkViKRChDqtCgUsmZnL4AQXgQp89sv5ZAlpr+FqvmOrlLuI6MLyIwDXZQ+ssV0uMUxGfdj8fbz6qb4jlycBv5uiV4X7NQEDGGUz2lCFojsFj0dHV3IlfqqKlsI2bsEKYyF/nif3DQ9RATxt3Nb+dfQi6XUVRZhFAYQCAQo9PpMJvN+P0BFqxcTcWFEoxGE3KNlRhpKH39vbhcTmJjY3B7fehCoykoWMLFi78RpA1iyDjEmIL5lJcfxWI1IxaLEUu0BIWEY7fqUUu0jAkbQU2PAbFITGV1KT6fl9+OfoNOqUbm99JaWcaGoQ/JShvJs6//nZef3URmggqpO4WK01uwXV1RSSRyLF3NrL7uVvIzc6nr6+Zvs36jI3w/B3Zvx+OyDDtUxsaSkpLOiePHWB7Sy4C1j09dRv6eG47IdJZoXQF7atwkJquQiR1s2VOG0wb3pGrps1dRWl2O5u/3k+RvwZMzHnP9biJX3k9RxfekK734DQako6U0FDtJlnRTXe+jvsuIo2KI19+bg8kQxbzUTg4fjCRsZhLW8AGO7Pdxx8QgDn9UiXW0Ao1Igl4vJicmiF6seIOjaWjz0+8Kpba5jNHTx1F1rowd+y/iI4icuDBefHQem/ekMLtgMuauQcz9xwkL1/Dsc89g6KnnnY+GFza//PAj4cFh6EKD6ehox+128/TfH+KxW59GiJM4t5ee5npS4kdQeaYXS76ONlcrIlEYd91+Fy6Xm9stt3PAsg9Dt4vq7hIG9ANYvFZEMXI2bjuHyeLk4/pveWj5k5wpLuaDVz/gmVeeRq6QUV1Ti8lkoaamBq/HS3REMO+9u5XRYxfz9VdbaGuuQyuS0tanp/1yAzfdso7JM2Zi6Ojl3Llz7P1tFy2dreRkJXNodwnX37kEHx3MnJzBT3s9RIZqMTvF3P63HSydkUtoiAdDnxy9eYjgIB33rZvDpZNVDPb1o/eJSYqOQq6VcPTkJRZMGIMnOA6VToWtrxmZX8jECSk4xdEUl//M5a4+JidZyYhwU37hHNLIauKyonjnuQn8Y+2b6J0R2K12VswfzW133vc/F/QFCiXZBWPoa+zjrlVriU8PpfWKibvvHsMFhZDMTgNduRmIytoQpcmwBeQsnrYCg7UahSqW5JBghtKyWTp5KZ/8/hFSqQSPx/svIRUy5HI5py8Xs3zubJaPfo6o3AzmT5yIpdHEd99/h1QqZeev+2isq2FHpZh/vPg8e3fvZer0O3G7LmJz2flxxyZ+2rlpmNoBAgE/hn/pMf5r/K9h6f86/AE/fl8Ai62bcxfaKLx4DgRcS27yej1MyZ/ELY98REvTEa5UnGXDlmMMGvtYfv1cXB4xPmc/ySnJWCwWzhw7hlwu56b7HuLYnt+JiYvmxlWruP3u2/D7fQSHhKJQiLH5vbgcVrq6XMTETCIyIpxnX97Epo3PIZPK8Hg/4vKFVNSrF7B0+XVkxCSiCbURn7YYyVAFu46bEfeLCRkxmnhZO4MppXi9M6kqOYf3lAqz2UJoSARev4Arl7bR4qohQpiM0VaG3++numkHHo8br9dz1YHUh1g8HG79FzXz/nMvEB0bw9DgIP1dbdjMA7jdrqs01xBut5vfd27kusW3MGvUQopazqBUKikq2o3wqo2D2+3G5erCbhMiFYtZOf82+uv0lJnKiQoJQhMSTThqDDoZLlMPvfp+8AcYam+B3DlEhMUzfXoyje1XWDX1Bo6UfYFarcRodhMSokKv78PSe5GG9nLqOwaZnNdK8Z/HcfudmEwWBAIBWq0Wm9XChAkTaKqzI7Q5CNKbqckMx27oJK5DAleu4GkIQdvnZOwqMWnJGVzsTGaGo5YV07J4/qlfmB4Nxm4/8/IzaO/v48bIaLq0YK8PIKmsxdQQwKxuJCwygk5hAIXcQ21pG7mzo5kefJm427fTef4dTl0QMSD18ckvChKlWrx9MrqNjQQh5bo5BQRXVLHxUAMOl5CMED1KJUxJT6dnoBttkAh9n4Jtl0uRfHmKtTevwW234gxV068PwuNVkBAbw4XDZ5FIJAQCAe6+4z4qy2q4VHYOt9uNWCzGaDRiCpj4fvMmRoYnU5A2j+quAdTRAyhC8zj3836mj8ugpLiYga4uvt/xPVa7FYfTQSAQ4KEnn+JE3XkUocGcOHmCRQsX8t777/Pd55/T2dXJoROHyc3JYdacOXz62cfcf+tdnCoqpLWviZ9+3krh+Yv8/ud+Ro4cyStP/51BW4CoODmi5Ej+ln0vAl0UAr+ZJx59nI7Wbr749jtiw8Jp6mnlsw+/RSMy8PA/P+R8ySZOnTiPwClAEhzEhj0X0Wq1eDwepBIhIpEQv7yAnCkjyFIFCEkpYPfWr/jiwEmcbjdCn4KA045N7CE0IprO8h5CFkYRl5aI3xbKDTdO4Nedv7Dj1xTKS+tJ1LjxxZxnTNRzNNmEzJ+XxcC+LhKCpGTo2v9rTP3vXsgVCoUBGOZ2u40Wqgv9/BoByd1OHp0eRFu/gfPtFgIHi1EF9bPlzz+ZO3cZr3/xAiPSc/jnI2/x6N8eQRokor6lCafLgUKhQK1WMzAwgFalJT4pnpqGBvxuN7veOMGy22ZAt5NDvcdZsmIJQqGQ6+ZeT9dAC+UVZbz+5Ce4ZX28/f47Vzm6Ya47TBXHgLmNv8wY/spQhWGwl8kkJEWMpLZ9GOwECNAGB2E2GgkEAty0fDVV9TVU1FSx5MYbuXDsGDarDa/fh1KuxOVysPWb/Ry5dAFvtJAovxxFYjQyTwZ5yQaG+vv55MOvGZmfgdirZN3iVax6aDXbNh3jy+9f5dChQ3g8HuZNXcjpS0exWh3XrB3i4+OwOT0Eq8IYlTOSJa9/x/rb5jF+9I0cP/4xToeLsQVzSEiVMnPCjWj9F9hbnMaL19fyyrfNPLb2cc64e5GXKghJsTFYvRefMYR/bPyR1FEZdA50IZMnYDY0MGjoHXYdDQSQyuUI5JOxDh5BolIh8HjQRsfjMegxmU3/lnMsl8sRiQTYbMOFXIVUhA8xbrfrP1wZl6/lurl38M321ym5eIHsrGxq62oBCFJo8ftcOIUCHDYbI9JH0dbeiEQqISYqCn9QMvmp0ZwqLkbfVI3H40Gt1hKsDWfilMcQ+YqJ0ody3lFIdUU90YnhNNbXM3v6AopKComLiyE8OAZcXnosAyilMiqrywgE/AiEYgj4eeGFvxMWFsrPP39OAUJMgU7MPgGChKnozHIKEqKIjnGgaGtEuywCe6WPTBXsaBMwI7mftNzRnDBkkzrgJHnCRVyDfoo6HaRozrH3eAJWQxurbpUiivFzaUMEI+d6MFsXcPnIKXQuA5Er1zA7oRxtwaf8/Ng8ZgoG+UQm5/IZE116HXaXj5kiCyFaFSHZIewrGSIgkTIvSUSdQU3G6DnYBF46a2tpNg4QERZJe3s1I0cko+9xEBEVSWpoDMFBHo5dqqdHP8Dq+cv4cttPpKenkxAXx6HDR/B4h3e8f/npzJ2+iIa2GiaMT+f5e9bTZfNxfNsnPP7icxw+cJSRCVqKyns4evEkIeog/ji6G51Oh0aj4bab7+boiX1U19bi9biJT0jE5HBx5y03U1tXy86dO4eL/ioVvT09JCTEo1FqefzpR6i42MCFSydxeF0MDg4xcsRIMkZkkJKSyOH9h3j2icdp6esFfOj1RrJHxPP6258gwIvJZCMpIYnQsFAi05L48r31ZGVlERWupLquk8HBQWQyGVqtloULVpCVFUtwSAQikxmpUkyv0UxTYzuGwWbaBy2MzxyHxWdlx87fiQwLIzI8jozMJG547iWObvyR0tIzrF56A/pBAwIVHNm+mawxkdzx9weZPepO5AoFGWkxxHj1FIzN4/mvDv3PbNnU6HRYTMNf/hMb93K+upDQrFzyR4/j0x01VHZd4pH829gvreen73/AbjPhPyPGYLJTWlXGnS/ejkyloL6+jrDQcJwDDkBAiFxLUtoIIiOCOXTpIP6rfd5PfnMHtTGNzA0p5ZbbbgFALlWQ5oziWN0+8idP5sftX1PbMWxoFKyNwGDuZ37BKuaNW8FPP75OS6Afp9eBwzkMTlq1BrPVgt3uo6W3jtjoGDq6OlEKtezadYQH7llLc2sDllo3c0akYLKZGDdyNPmTZlO8+yJJk2diKDzK/ou/8Y93nuCbt9+kMCKCu3LGcvHcKQgVsWzGUu5cPZtzF0+ijAkiN30M32z/BIPBwB13Laazr5PIyEhkMjna2DBk5UE4HG5SUlIxDxqRSmV0d/ciFYoZm7OScJGZBz7bzjtrbqRvoIvEuBgk/jzWrU3B1N9DWtocxomakWRMZV5yFcYBsPSexOhrQ+a5jiZ7AgOXrkOZ9Dv1LdWER0TS2nYJpUR2zW4WQOjx4XUVAuCx2VCqVOjbmpBJh5XRfwF+RFQcPo8DhBKEwuFQFz8iJBIhbjfXOnz+3Ludx8PeYe3ix0mMj8djVDJkNONyOTEMDSII+PELhajVamrrK9CoNag1oYwcM4lus4P9e3ex5Oln+f3tN1EqFTidLuLT8ukbOkJmehwnWo7T0tSCzWVhUC/g/oceZu+ff/DEY89QfaaawyV7cdjtLJ+zkiMXDl3zXxIKoGDMWOrr6wgNHU9syAi6+9vQqX0sXJPJ3l9P8cDqZ/DHOAnr6aa9XcYoWTMdLV5OiYYYu3wpoYkT6deHMj4tg6bKTchTVtJ98lE0wQIc/gCxMR6yZispvuIkymzDq4smdUwsfQ1lTF4wml6TDUvz71xpdpIVVkX6mDw2/nYMU7OFQUsAqdlEhFyAVCpl7qxwntpv4oVpobRjoK9DQqbNRExvOSNX3cb69ga6KnoYV5BJfb0flUpDUWsNi65fw6Fdv/DGC7fxzfbDzB4ZjbmrFL/fz5bNP/HRh8+QmBhHe0cXbrd7+GLt9XHw+B6kUikapYRXP3uR8RljeOCumym7cp4wNJhtQeTmRRATG86Pu39Do9Jis9kYHBzkq+8+Y+akaXT19DDQ14dEIkEkkvL2O2+jVCpJTk4mPDwSl8uIWCSio6MTkUhIStpIJoydhPkjI7/9voPg4CB0mhAKcnM5eeE0waFR/LDpa/pMVmpqG0nLzub4MQ+RkREUX75AcHw6/iEfFoURW0U1a29dScnlWnQhoTgcDcO2JmFh2Gwm9uzdx9Fjfgb6+pHL5IhlUmLjIikvq2bspJHkpifT77XidYczc/xkUhM1eDTJlBRfYNt7HxAcGkxatJrmmkJaBl2EqkWcq2ola/RkXnvmTUxWB7kj4hH5pdQMDNF0/Mp/ian/7bt3QsMjmTp1KjOvW8NFg5oin4DsmFS+PCZH6VGiDMrCpO7mROFJDP0GdNoQiiqG3SyFIhGdXZ309PYjCAgwGIc7Qvx+uHHpzeza/hsHig7g8wwDRkRcApNnL6Sn5UM+2P4pHtfwhUAoFPBl4TfY7XamzZ6HxWG49vxumXcHAPqOLv727Z2U2Row2Y3XAF8wHLp67bbb40IqkCIUCvBKXbz70N9x2G2IxUIONu7jt9IrzLphDVKXk5qSMywYNxF9VzEj4hPJH13AQw/dR1hqGLMQU+sLEJ89gszwWNbcexuLFt+PQiGj8MghPv7wVXbu249AICA4SEVS0gQee+Qx7nv4MQQOF5MmTh+2nzAMsST5LaKi0xk36hZ8Pjdf/vAMO3ZuoXDDGyyYfR2hcjHZGVFYrTsYqOvlt50leOxHCRMW89FHu0ld9CoqRSUTkqdx6UIjuw74KIgU0WZ7B7VcikIUTkxkMiEhOhRaxbWuGrFYjMvtxO+zXXs/nQ4HmqAgXO7/qIWotVpMBj1Wq5WY6Ai0Wi0SiQSX243D8R/nBQLDHVO3/jqFDz5/CePQIA/etoaX/vF3NnzxHQjA6fHgdrmYPHocfr+fOfOX4hdIsBgMlJ3cj9fj4dBnn6BWq5HJlHi9Xs6f+YPY4CSqqqt4+tVXUSplKBQKJDIZr/zjA/R6PXWllfhHxSAQgFAkZHLiREQiEVKplKDgYBQKBSaTifAwDRcvnMPpdxCWn0l7Wyi6ChcPjYlCravik416FJOkjFqYhb+vna7JBuQZMYQ0VRET3sWfh5vps/lou3QOUeAguonh5IrNhGWpcGrtDB4bRNvvIdwVh6axn4NvyWk+L0RnL2FUjJRp6i6OV4VSW/YbPs9RBmMysekkTNEJWJIVYGqokPwIOUHJQqLDlMyZOB5Z4lJSxuRx1CYkKD8RybmfEZqthAQHk5+VgkggJCcrgekzFlB08iQmlxN14gRefe55frvSQkXfIDfMmUawLpTxU57GbLESERGOTCbDf7WWBcNRpc1tXcgVchYsWUpnVzcHjl9BJutDq/BQoNWQnZxIS2s1C2fMRSAYTsTr7Ozgx1+2UFtbi35oiMuXL1N3sRCr1Yrd4qehoYFz585QX9+Mz+dj2bIl5I7K5vNPPuLRxx9j+y8/EwhAfl4OuTnZfPH1V9RW1SKXK7jl5jvp7u4EAqTGRqHTBmM0mrDZ3Dxy5yry0uOxWCzU1dbS0WMgLTmF8eOnkaiUMHXaVG6++WZmz5lMTG46IEAql+NwOdHr9ZQUl+Pz+Si5WM+0OTcQow4nJzUBlUrKdzsPcv7oEaatXIFW60Wj1mIahLe/3MzefXuxulwEqYL4+bc/2Pd7NQAXypuZPyWGiJgMShr0/yWm/rend3JHjw68/+txxC4LxwvPkZA3E8fFg7S4F7A8YojzAg3pOWHMThOxcPQU2gbaGBwcFur8RQ1ERY9kcKABsVSNWOzn9tW34dCImD12HD9s2oG2S8q5wTNkTJxK/eVC+nq6rz1+eHg4AwMD//acVt/5HEWHtiMSiWnvbEUsFuH+F0UogFqtxONwI5QI8XoDeH1elArlcHqXz8v99zxA/oxVvPX83XT3drF0yXJa21oYNWoUr378MW6TjZdee4Y/t/2OVCwmJ3sUHp+P+MRELl0qxOPyM2XROrb+uJ76Kx1UdtXgt7i5be0yIiMjcLs9qNUqenv7UcgkCMUKHrzrQVp72zDrDUTIEzh2ZR+zF92MM2wCM9Lj2PTxQzR0Gwj4BgmVRpI7OoZxkyZxcV8ZaTNmYG80IdbpkYYoyI6M44+DO/C5u1lw830420+hH4ggPErKtKnz+XrDBU7X7MNtlqPTZCEObaOxpgafz3dNWftXL/2wEG4YsIUCIVKZ9Jr8PjQrE1N947X7BQLBcISkz3fVnGuY3vkry/Svtk+/349Op2Pjgxvx5IioLWvldMURjuzdTXh4BHl5uTR29aAWCent7bmmEYDhCL6k2FSiwqOIjszi8JltxEal0tJRzZyFC7GY9DTXtxIdHk9UWBLHC3eTlpaOUyZHardRU1tDclIKzS1NxMTE0NfXR35BAePGjmZslpgTW3eRNHkpJpsGpbKXedGtDPTK0KVIcPckMn1NKY3H6xhyabkU14f1kIAkjYRVTy5h3696jpSF8WjeEPkPzeTYLz+Tnz/I8UItRms3IY1upNpUem0mJKJgcrwDeKU+wpamEGrs4fu9IjInOMmc8iJP3P4k2XESnJ0Kyu0uLB4R07IkSF3hDMZHsNRRTaWtgPD5E1iQ4+XD78q4Y2UBn31bzB3pQTB7CpExAXqLGxhShKBTxCC31fPupqOkZo/FZLFTUlKMQOxFHAhiZE4q4bEJbNzwFalpaVw3YylfbPoGiSiA3+fA7fYTEEBQcBC7fvgFs9NF+fE/WHr7ampKaxgtT6TJ2k/qaAPy7ly6VAqee/slLl0ajhU1m83XvvNikRSvz41YIkUqEeHxeMnMGMFjD91H7tixnDp1mk8++Qyr1YrLNUwPqlVKNBoN7R2daDQalixeQEx6HsESK529BkQ2K06s9A54OXDoIFKJhDFjxtJUW07vkGXYnNHr47uvPueD9R9hcbkwm0zMmjuNQ4dOolbIcbs9GI1GUlOTkcnk1NXVIhCKycwYQWhoGFUVxSSEqMgISmFQo0GikaBQRnD2xD4mpE7gtzO/ceudd3HDtLE88uKbGKxmrFYrWq0Mp9NHZrKWmKQUQoKlbNl69n9mnz7Aj+VGilUytKq5HPuhFHMD5EX2gkLM9KgQakxDGAaN+H0SYqJjEDBsawyg1Wqw27pRKRSog1KZNmsOVlOA7Rs3svWnbRRdPMHuhj/oG+jjzJ5dOKxGNGr1tcf+y2vlr4LsTctv4p83vMnBt0+y7oZ1CEVClDIlAEqF4trfuVwulLIQxuTNYNaiT8nIyGDe/AW8tPIllq1dw/trPyRPPoo7196HUqXCarUSEhLCz1t/5v4113P96meJ8Qxnmao0ahqamygtL2Pv3j0YjWZsDhv7d21gqMeFMyyaaTmZBAy95IzIxeGw4/P56OjoJBAIYLbasFqN/LpnO4cP7UeuVdM8UEN63kIWPPo3psxI56N319Le145CYmHUiGxaBuopb2phUDAKdWwkUaEm1j0ZT0/fDuQ2IwrJFaS6XuKTFbRe+Zo1t/WC9TT93QHOHtrL7jM78Pr89A520NB+kJbGRsxmM9Kr+bLAtV56v99/TRAWFBJ2bYUcGhqK2Dr8Wv4SXP0F+DKZ7Kq2wIVAILgWZP0XbeT3+7FYLKx+dzXP/e0x+kqciCPS0el0xCXEk5aahlbqo6mpEb1ej9PpRKlS8c5rnzBu3ETEQgmLFq1j2SNrcbmdtHXV4vV6SfeN4tHH3iBaF83r97zFyaK9OJ1Oenp70QkCtLW1IRQKkSvkaDQqwiPCyc0egdcLWs0Qrqp+RsVmYWxsxeYexFFVwuiUTHLGTsZ3sZbk0C0cO9RISZ8cocbPmtg4BtQadpY7aD3dzNKbR/PyQzNokqkZqjYREzMbs7GAUZJBFk1QMDhyFMsf0CCUBzEjTURInJ92WQhlFzv5dJeMnHFKuk2x9Ol/oLcZzJ1SDnX4WLloBHPzvZyt87CzqI3bbtdxwavjrYPH+H3vL9xyzw6Kzpfi9QqZHhbOvmNHuXhkBya3iW65jj/3FNHZ0oe71cI9s5NxmW2ES+zExcTw0prF3Dv+RtbedAu3LVqC2+0md+xkps2Zxr5fTvHZp9/y84ZPSY6PZ2LBRB579FH2H9nPpdIiTtRWcPf9j5OXPpqhSDGn6tt46s1DbC7ZR1iklMSoaGKj41AqVQgEAgQCruYvDM8tkVCAx+Plofsf4fY7bmXSxCkEhUahVQbzyCMPo1KpCJarcLndhIVHYLM7iYyMJDdjBL/9sYftP3xJVVU7TquP0TPmoQ4Ko7O7nQkTJrBw3lQ2bf4Oi8OLRDKc8aBSSdlz6BQtnZ00NTZitVo5sPcIAr8XvX4QjVpLaGgo99y5jm8/+BtzFy4kPzOR+Jggii5cwOMXsm7+Gh56+Z9IPUqcZietgy4UXil7ivah0WmZu3Aeo6fOxuo0YbGYkUrFxIQHcf2CCTR1WDh7torjJ/9dX/Ov4789pz/YY+cZiZU/txzBFpiGsT2EVc+OYerKmUwck8++n37itZtX4Bg3G6QuHIYAKYmJOL1eenq6CQ4JpbOjg5z0JBo6aji2rxy5Rg5+P4eOH0IukxOsDUJvHLw6SUTDq0+hiACQlZHFguXLGWjsYP/x/TR3NOESNVN+8jwf73gfXVAQ0dpwLA4LYoEEqSwUIXqcLie//WMP457M46OPRHz46Rpi1BJkYgmHjR24gmQU+ENQOMayQSDl+IljKFVKwsJCKauoZMVYHXNvWUT2zGC+/HQ7tY31hIeHYzQa8Xi8BIeGMWPN3+nsr6e7vYtn3nqdqppaHC4HYokEsVh4NWcUls1bQeoIOT/9epYZ09awf98PTJwwmWXTR9B77ijWwQGG9HpMRiMvPP03GotsqOXneej+2xiwOeg2dKNujqKrfi9xObORCnS09vbRbQlFIQkQHernZFEW52t+Jyy0mN6YZHTBoQSkQsbmazA0rsUs+QmTcIjrr5vJd1t+B8Dr9V5T3AqFQlZffzsOtx999yBN7Zdw2O3YrDaCgoIwGAz/JuD6V68dpVSB0+O6xv//Zc371wXA5nCw/cpn6Eo0hMeMQeTT0NHShdXqJSQ4Ab/OwshpU5mZuJjmTgM54yZQVnyFAwcPUv/D64jFYqJCYrjuhpv4bfuPlJrOYfGZKTFfxmazIRaLCQ4dxUB/E+ER4QwNDWEyGYmJjmPs2LEY+ztp77XS2S4hOTsGXUCOrOgYBC4yY7EVf5IWrfEcutHh9B+yYHBJMIyV4rJo2LXdyDi3AKciB2GQkrM7nIzIrkTlNHPi5D76L+mJkplJGitA0O4nbMjBpTNipKeHqBltodssRqaw0t7qImRkLm3GPozNnXx+eIAugYSEgByL3875K3qSoxSEqQL4pR6Gvqvi8HkDAgRUnuskP0XCkEVJrHkrD5wcJDxcTMueauosEvoHvDj1PWzrG0BqM9JscDEmdwxPP343TS2HsHtG0nJ6G58+24cMGRKJhEO7f0USsLN66Rq++PojXvrHC8yZO4E773yMWJ2a2rpSlt3+IAqFnOTUFK60dhMdDtFJEbz3+Un+3HOEJdct4p/PzqOjagK3vbULhUxKv16PzWZDIPgPyghgw7df4vP5aL6vg0VT7qCqtoyOvh6USiUdej0Bvx+JRMTTb33Khy8+RkVdLSqVipTkZNwuF2npSTQ01bFi5YPcuexJrpSdxSPo492P3yMvdxRCsZiSK2Xcf9PN1PcYrynaHQ4HOp0Oi9WKRCxhzpR17Nz7MV9+s5HS/GSefO5nfB17OXLoEJoF8zh17gwlBjOS1iv0m/q5/7772HFiLxf6mpHJ5Hz+6j3gcNNlsHDT9bdx/MgJmnua6B2wU17fRWhYKBNy0vh1/7n/ElP/24O+VqLi5W8+QuJ8mpmT9xBIG8kr757gofveITl1FDabk2/Xf49pyI3Q4EBvs7Pkxtms/+d6ent7iPTF0eZrxWK343S6kEikmAwWpGI5CfEJpMWl4PVDSXkx6iANfb09CEUiXnjkfSobSukZrMXt9FPf1kBkZCgl5VdYee9CNEE67HYnbo8Pk9GA3x/AbDcjEvnw+JzcsfBxpj41Bj0ebrlNRCAsiMJz55g4bjRyfxBnqp0sHSWlVyDh7Ud/ZvOpN3A7rLi9QsRuDzPyNfz4+Xd8svk9yk8ZSB2RxvnzRWRnZ1NSUoIkYhInd//Bpd3riYiMpKqiEoFQgNfnQy7TodEpsFqtiERCxkyfyeFD3xESHIkcExqNhtceexujz4BP4KbcEMPY8ZNwGcwYvIPUGfTcumQxClEYEnq48YbRBEsDnDqYi06+n7KKE7SZ/OTmxVFyuovoRSIqTvdzz02RtBkTqWyQoo4Mw97XSFqYi0qrkxTPZhKyP6OzbZDQ0FDcbs+wAZ1Ugs/nIyoqCo9HTHtHOWHBadgdbpwOByKhCIPhP2oofr8A8POvtGQgIMHnt1/r4PH7h3MQQkJC8Pt8mEwWpBIhRhnEy+Yzc3o0F68cICJ5PH5jP5PH3g0D9Xy16W0UOiUqpZ/Orm7CQsMQWbzD4rfxk3jq0WdYOmYOtzxxA+HBIbz99usAKFVqLOYmPC4HHo8TlUqFVCplwsQJuJxO+g1WFi4ai8HgoaK0kUi5iRmvhOEfEPHFLieLFG2MwEZdm5wyo5upYSYkQRGkeBoIy9LiTB5BaksG+fMVxOlvQ79nE2mxBmS+Qc42eDgkgrunBCGQurh4sofGE26eeCaPjTuKSY4KcKjEiCNWzN4fziERgU9qo6UTpEE+itsNhIlFKHw2zld6MZsCLJV68ZoMpKncmA1CIgI+WrqE4LdzpSaTl+6dTmerh9MdZeRHhNKm9HLTOA1T3jqARDLsKTVv4So0qUm88MRB2jt/xOFw4vV6kUgkABSMG8cNa58nVDdEVWUZt99xOzaTiaOnLpOcEEtkUCwjMlKRy/08vGwW0coWooISkeYFs2jRAurqGlhx43188dErZI/I5uG13TQ15pMRm86BK/s4euTYNTrQ7/fjcrm4YfUNFF26RFt9Gz1DXYRHRaOUy1BftQ7v0w+wcPxoXjWb8Xq9BEmklFwpxW53UN+cjVyuoK2lm4aaBiIjgzH73FgG+pk3fz7vv/c+o/MLOFvWQENTFTKZFI06mr7+PoKCgpg/awZar5uJk2OoqElh9sIpjJHmo6+8SF1LPxnJy4hxeBlRMI5zZ87y1TeXeOWW15AFybhh5VJOH9jDLTfeSECdzdjxo6krbae5tYqeoR6EQiFRoWpaOweIiYkArQ6hAP7zxvD/AZx+QnR6YPnNH5GZtIjGwidYnLmC0+YLzF44DalDSN6kfL7e9ifO/g7Sx6xD0NpGypRIHr/1boqazzM5cjoXBs5eCwlJSkqitbUVAQJio+MYMvahlmkQiYVowsJobmxg7qzZeD1+6hvqMNssOG0O5CoVETotDe1tyKVyomNj6OhoRyaV4rjKB0ulErxeH36/n6aTQ0SJ5Fyw2kmdocHuFxEq8eN1C4dtIOQ6ButauOOuNUzPm8PB878zPn8M4cpIdh79lcTEJD587GsKOw/zzYbNuAJW3G4P+aPzKS4pwecZ3lLGxcXR3d2NSCTCbreTnT2eSRPyqKgqp7i4GJ/fR0xMPC6nGYU6HrF/CKFHws1LHiZ9ySwmOpPZULwZgTyS6lN7UIf4iY5PQqcS4HeHYBkqIUzTweS8XAqrK+hsq2Xh4jnozYOcL+xAIbATlxRHb0c3jQ0SomJ0VHb6mRznQ5eRy8KsPE4WO2iou56oqLOcOL6LSz3HWRL8Oa7RR6isucTAwAB3Pvs58bIJHDt8D2WVbQwZ+/hf56ZQKMQfCCBgmBpSKBS43e5/0z2oNRpcTidSuQyfx4tOq8VoMqFUqlBKJTi8HsZPuwNHfxkJ095hxrgAn770AiODp3G89mvcHjvCgBibx45cJkXoFmB0GlGr1azftJlb465DN0XDp+s/50zZRbZt2sicWas5f+4AfoFvuD1TICAoKIg58+fjc7uYOkFH0sgkLuwtISXSjE89yNzrPyB88E0uXHYSnG/jxA9VJAQHUMckUdRjJkQmZNZYIXrSyEyfTu3xWrSxmSQEW1EmJNPu/BFlRxV/vOQnZayE0nItkxbqKLPZWG7UU+nSYJMY2XxUzPQoN83GVIqNXSRFKZH2D6B3SYkM99Ks1xIR4qaizcvCSD+uUBkik5tEe4CwaAE7Gz3UGvz0ekCpVKL2u7jvnluxW0xcP1ZLkkdO/us/8fHzH/DTd//gULNh2As/NJTnn7yfF19bj8/nQalU4vG4EYqkJCUmMG/uLOraujAN9HGhsBCpVHqtbz9YGcTE3Bu50voHHqeF5NgkZs4awy3LbsEvqmTD1rO0djoR40WnC+WudTcQEhRPaKgac4uZXk8tN981rJS2WCxkZWXR0zPAz1t38dvu7fS2dNDS0YzfZyI4OJqa2kbkcjkx8bEsv34dUVIBX373PVa3DY1aQ1NzM2bTsLgvKSkJmUSO2+umf1BPwOtFJpORm5FJfHwKHX09xCrFyKLjWDa1gBNlnaSnqEj1STjvC+fuxYlculDKiepWFEMScvJXYrQeZ9/Js1w3ZSHX33UTO3f+wjvvvcOaZTciEgmx+axkpKaTMS4Be7+IsiNH+P637ehNVrxeL3Nz85mUG0qfLJpfftrGmCmTqa+toam16z/l9P/bg/7IrOzAEwcrmGywUnfuND/v/R2VyEtJQxFWu53J4yfRo+8nMWwWC1bdSqSqi4eeuZuBzgGcONBptZgsNtwuBwKB4FrR0O/3ExsbS1ZiFiOzJ3Lq9D483kGMJjNDFjtBQcFoAqHonQaUMgUOt4voyCCMliE8DicKnYzm5k7kMhlBQcG43E6mJWext/QCfr+fRbMXIZMnkj0qmqfeeomWhgFkonD2HDmKa/AKm777kr7+fnxeL2q1FqVKw8LR1xEcJufrHd8SFR1JbEgo/3jlJbb98TubfvgBsViM2+1m9OjRlJSUkJGZicVkIiQyBrVKRfriReRaQihpOcm8Bav4/M03cYlcpOeMwKjvJi8ujozRk4gdkUvJkU5iVSouNZ6lqsXOSy/dwHcbihk9ycaqubPo8/ax86OPaWjsxCNVEqP0s+yORDZ8WUZ4pIb77lqGzSlk39FzLJw9kbKTv5MYLOFkmR0iJtNruozf9hbBml8Zl349SZXzKNP+yq9XPCyboESy9SGmZF9ic+Z6/Gotzp5BpAoxhw/twx/wXduW/+sQi8VIZTK8bg9uz7D+QSgUIhSK8F41sZNKpahUwyErAoHgWtKa2WwmIBAgFYsYNWo0He3djJu5lamrRrHn87uwOPSYh9oR+kRMWbWci4cPUltVRVpSBhMnTWTh4sU8+sTDTBwziYOH96ELDkIAmEwmXnnvS37bsZnoEB0OpxO7zUZVVRXX33M3K/ObaR3MYcjuQecSkVlgIaHlDM6CdSQE7WPQm018hJZfP/oQiVPNiNHh1LhkmHvciLwKZuTJkLY1otC50WsSGHXdjRg8jQj8l+lq6KCz0cYfr4MzEEAfpCYvwcntD4Vx8A8tAncrbqmYuCgfr29VEB6sAfsQVoucW5emsatQz/0xg2yqczBtdi5ZPZV0WFR8WGHG7RWjUflROYfT3HRJEZQ1GjCbzfy0+TtcPc1s2vUr+amxXKzt5u7F9/Led2/T2PcfXSNSuRyv201cXByzZ07DPGhGPJTADbctZuENkxk7eQL+QICwmDhaqopRhUTT1tQAAiEF2aPxCQx4AyqGDCYG+nsZN240182fR3F5OSvufBSJ00iUR0Zvw0gSs3oJ14nYeewT0jJGozfb2fHbMQovFhMREYFUJMWPALvNgkwmQalW097eyogRIxkYGMBut7N69QpuvuUm1JYhvCIVvX4h6995i1OnTqPRaAgOCqant4e/PXYnG7fvo69veGEyb9581kxeTU5yDKZYEfECD7rkHA4dPYDTIuHcpYPERCfQ09nI7EVLKcgfR2lJIWePFlHeWMd1c+bw1scf8M2H37D7+G7cHhuPPfwEt95xGxPH5lPT0Mb+3X/w0muvYuhzow31oXVb+PaP4yQmJhGq1CLz9hE+IovbF09l086zVDbV09jS8T+zT9/hkdK99wCyMSmMGT+V6BGxfPHWH4hdJ5gSN479hw6g02gJUwg4/OclHG4pCXHx2KxWls5eQkdHLReLq/D7/RSMn0jJxQvXioA9PT1MzJxIY9MgDa2NzJk4mXZhPXqTFawB7OF2XGYj08ct4lTxLuqa+9BqNBjNRmKU4URFRGG2DRdgzRYjTol6uJijVFJYUojNdpT9RwVUC0PJCHRw+8o3mXldPt9/0kB7RzuBQICMlHzCFHJaDUPsPruT2FjIiM/G7B6kqLSMDz/5mLKaGm5ddgd7z/yJXq9Hr9cPdxsolajlSqJDQwiJj+f9B+5HLpTy3ruNlF4uxCIRcveUGykyNKBSh7L3+BUKHG5GOB0UVW3nwetfIMQnZI7WSXaql1eeUdJsn87F8v1cPHuM2AQfGXm51BbX09bjIS08E4XWwPSZsbgrDxE+dgUrR3o5drSIeSN8DEhjGTg6RFJyOGkyCRMzo3BV2zhcE0FQ6i+0Vi3kld448s8oaS0oojTnLIVHztHf309YWOgwUCMkPCyCzq6Of5sHIpEIuUKC0+H6N5WzUCJBrVBhvNqO6/P5sNvtwzsBlRyhSIrDMazcFAkFJKRnYTDokQdH0FZ+hFP7niImXodcYiU0KImm1lL0l7tZu+5W/tz1K6vG34QvxsOaG2/k2JkTTB47Fk10JDt//J6/1ktfvv8aWl0w4SPSSBsRi1yqIScnB3Wwlw++LOf2uzNptfuQKHVUVA2QvgoOrP+J1PGZSKJnEx1+hTB5MLVDLlQeMxF98VhqO1mULkQsktKZKSJkmhRFlZpLdbtxOXLpaR/NluNdLL8/nDqJgeUxAS61OpF6vGz5Qc/OA/1Y3H5GTxpBw94mbpknxuHp5+IJH/IQDxUXy1mSEMMfZ+0suyUCZeIILpt85MXbCVwaQqZWEBdmI1si5+srViYkaUiNEzFkVuFvOofMp6F3wE+pzMadt64mKTKVdQ8+wHvvrsfhdA5bh7tcSCQSXvz7Y8yZvhyR24W5ZRChXU9n7Xl2bHoFOwl0tLXRfCmW0dNv46133mNm/nXceMdy/IEm2jxy9E111Dd08sWXH5Odlct7j6/FrzYx2NtLRuYMohO7iNL4senC8e/V8+q73xMbqmXZnBsICY9EP9BNZ0svkbGR6JRJJKQl8cu2X3juibt564Nv+fzzT4mJiUMiFeHpMpE4Yw4NF68gw8MNa27EYDDi9vhxu4bnVbvZjdls5rnnnqOttZXyigouthUyc+JTmPpPY1XpOL71HQ6e6KND38J7LzzBF99vY/3nH3H+Ug0SuYiYtEyenb6QrKx08vMymDqmgMbeQjLSR6FWy/n0yy9ZPWU2TVY9X375JW+/8Q697f3oTV1UN7pJCJIQHh7FrFmzEOBi65ZaTn/7Pnu2rycxNozp00fz1Msf/KeY+t8e9GV+P8bze6jrWsykO6N4cNVt6LzBRI/MorqrDoVUxQfvf0B0TCzvvvcmNWWVPPLIQyxdspLWukbuvm8D7g4TS15dSE/nsDT5X4PG957cyx13Poz2SghDVjs9BhM+nxdNlI4l01dzoeQYbf0lTM3Lxtbg41zfFUIVoYSKo2kYqiMyMgKzxYDL5eF02enhzhOJjOkzprFv335CQ0M48vkLXA4KoqO7m/LSMuLC4lGq1IyZsJBwmZi46Eiadm/DYjczMBSKxVCBR+AjPiGeM4UXEIrEPLTmXfad2Q1AcFAwwcHB+FxuZEoVjS2NGCrKUSuU6OR5nC+6jNXkZOmCm8lYMBlFfTxbf9qCVhdCdnwM1srTPHXDIsTR3cwKlrB9r4Kakt0M2WPpKXub9EkjOHWghHVrozH1JRCdkkifsZmDh3p49tYxNFc00C1W0HP6EpFRAuyWAQoW3UOVvZI7oqL4+afzyAQyDtlfJXOgh0SRgMih6bzhzkIzSoCm3c+9otcYONuAVqtBLB6mphQKBV6P96ryVnS1wCtCoZDjdDoJDlbTbf8PawYAr8uF8equQCgU4v+XueNyuFFr5dhdLrTaIIzGITw2EyKJnIDLSk3HR3i8JqLdIxBIdVTXXkKhkFFUdZQzpXt55IlnmbdgBrrUeIS+ACVFF3jvnXdZedNN7N25jUAggEAoYvz4sbS2thIVFQV+L06Xi3CNCa9BS1zKJPbsKWX8pAmIav+ketBDRlQUyWn1iLT5REULcUkzCaRPQjlwDnloHMZqPaKoAHtcGqYkJyApG0BkzqfJLCBCYEQ01E3quDTym24jr+cc2ySDbOyNYka6msuSdvqLhKTL7LRIoKykmicmybA2D5I5Q0NgQMKRFi/KMSHUd5u5ogni4i436WFHefj5e7GUnWbp8ihy4jzsumCh02YjOFqOAhsTk0JQp80h//AB3hEn0t7VjtdnJkw4QJBHi6t7kD83/cR1t96C1ztcCwkNDebzLzaz+cff2PHzNqIyXDSVmqG7g4xRSbQN1iAL9DIq/za0MhG4AyxdvYj+joOoJYlMmjeB/kgxI+LSiI5TExUym7rBNtr2VOLS2li/8RNsg2XIlLH06ge4VHwRqVRERtpy2vtbSUtOYlA/REtnO7rwECwqL2aDmY8++o5p00ahNwp4//31bPnxB4b0RiIjZVQc34tbrMGgHwbc3Xv20NNWzZ/7TrL9l22c3HeEqOhEbBIxTc3NZGRksGj2HJoGW1FqRzJg6CAlbiKPPZrA74d/pUPfR2tfJ+aOXtprz6NQiFn//tsEB7u5bvECHlmwgI3CbhbPGcvewxUglpMVn8Pmn7/CJfBjMhsYkTuK+265hyFnFVJ3OHvOnaH5z93DVLXPzEN338b+334iEBmH3TNA6ojM/xJT/9vTO1HxIwLL58/iwL49jCuYSEtDC5UtlcgVCqw2CykRKcxdMReL2YJSp0WuDSK0VcUfNb+x7LY7WTzzYUZ2uMl+OA2DyYDdbic4OAiDwUh8SipaiZzWjk4yY7PJjpzLocov0VsMzJw5jekF0xnhUBA1dREFpngGBss539dLSJMK1SQV317+iiPnTmGx2hCLhPgDPuw2J6snrqZ4sIzVC1fgFXupaGikr6WNW9at5aNPPsLtdOL3B4iOjGf+ojls37qVnKwczp8/z7xZ8zh2+iiRYVGYHWayUnIISYvi41c+5a0PXmbjpm9ZOG8hhRfPMTI9CV1QDgZzDVaLi9Spd5DidtPXrqDHu4fJeWMJj8nG5pPScrER4cBnWGURtHX0EiRTEzc2jrw4MeL4+znywV1MXL2C3vZ9xKXM5diBP8gam0OoVIJSJUUQkkBndxdpeal0nTpJzvg5JGR20dURhDQsGaujiYTYpwmNcmAx6Nm320VLwzeMT3yEsXkZNHR4mXM+iVJhKYZSL49Yb2f8+PF0dHQgk8no6OhAqVTidruRyWQ0NTUNRypKhoVsEokCh8OCThfE0L8EpkglUnx+P0FBWqxWOyBELBbgcrkI+AMkpaTQ2tJ8rainUCjwBwI4r3ryi8XiYfC+mnPr9nhYtGgRkyZP4dDJIsqKThCfX8DWD79i9PhszpYN8sbza0nPyMBsNLPrt1955OGHEUsklJeXEx0VTWicBkPtVqJDk/EGjWLA6CIuOpm+K0V4lQ6KqwYpSPcy86ZpGJqV5OYa8HZoGTq9H7vdjT9oiCJTBFPTA4yM0bJtv4MlM+1IBgc5UOjl3ntSaYkV09YxGqXlMCGRfm57wEGM28HtL0fx8jOdLJqVz6nqFrLDbTjMciRKFZNXzoCGM6jFKraWDPLsk8u4Ut7H4cIB8uJlrFqi4+jOTiosYvLSolh24xIeeOpdcqOTuNxUx4p5+TT1CpifFMkjX/04bGMtETMlK4685EnERUTxe1khTW2tCPEzMGhALJYgkUkQIqBgdAE337ia7EQFWlE6CnERgpjpmK2DOLtNhJqGCExO5cx3hUxfCbWFg4ybno8qcyVUFdIsTGLL91u4987xVFVAq3OIN196DpPJhN/vRyQSIRaJWTFrAbXdbUiUUqaNnYrP48PqsTNjynTKayr4ZdvPlBeV0uOy8Mnb7xGbEI9SKcEuEKGVCjh54ChvPvcMj//zLXr6evn+u+/weux88/VOklMSUOscHDfCrRHZ9Dp7KSo6x8CAiVWLZuAKCPh195+sf+V5eowDCBQRtLR2cOrIYW6InoFsjJf9Fypxe3xMGS9hwzeXiTUPcrzPwIQJ45FIbHR0DRIRPY3L53eya/PnbP3jMD39epQyBRq1jPdffpy3Nx/Cahey+cs3eebhR5kxcQS9vY1ItGmcPldIpE7DW59+9T+T3pHLpeQnTuAX7xF+O/Abb814hwW33c47Lz8BgMFt4KeffsRuH/4Sv/3e+zx23eP8ePsmakpOEucTowybyME/9rNt33GKju3n2LkjaGQRZGcW0N5ahc8XicfvZW/lFyxbej2bfvqGCxcuYRwwk58xnwU0UXzRy6jVo1gkHot2UM663x6kvqaGYK0SqUyG22bH6rKQnJjA5ClTSfGM5M4HbmFwsB//n3u4976HqbtcwgO330uzI4DHa6b27AkKC8+jEMooqyzD7XdzsfwiHr+XQeMQcVGJGC0Glk5ZR19rH0abBaFQiMc/bPl84XIFy2YmU1FRi8PhQK48xKP/eIkfN/1CQ2EHNh+M6nARNTKMzDwZ+uIp+J11eAUuenqGMFzyUHLOTkzCm2TkT+Xy+TKM0jQSE3VEBosJ8Tto6VehCY7BY6/HYehgSrqHIqGSjj4XE9IFVA5IUXW5+WSjmOlzSpkw3cKJ/XWcO1PPc/cvYVrWdNRpSsKKXNy39zP2n30fkVSAxWahrr6RsNBgGhoaCNJFMjjUPbzKDwiQShUQEJOZmo5Aq6Gx6goCgeDfAF8kEqFUKjFbzITFpBBksWN36xjUlzFu7FiMgwYGjEPXdg2BQAC3243f70d6leJTqTQo5GIEQhFGkwmFWMzp06cJjhzJ+eN7CQsLo/bcGQ6dPMr48eOpb6zk8OHDHD9+nE/e+5Jjx49SeOECCoUcmUyOFD+mqkNMylTwU6Gfmx5JRbb9V0wSJ0MSCVq9kevXTOf8gYvI6xsYkx0gYPEijInBN38Fv3yxmbtnF7BCF8KWA2foCcCN90Sj4QqffOPkwbciKNzvQrTYxJT4SppMi3FryxgdX0tvr4/qYj1J2SLON+vR4sU0IGZGggSdxMPhA6cYMPgJYCMwZGLT1ycobrfQN2BA44/j/U+M3PXIQ5RsPoZFFkF9fSOb37mXZ9/4lTtGCJi2YjFXfjqLvqaaQCDAyIhRtFmbOVHWyqnyNnQyLaPSYpg0eTLHDh8iMlhFv9GO3+nD5XRx/vx5Ll2+RExsLDPzZ3K6+AhPPakhLysGta0RY40OW7CCVU88Qmv5V8y/52+Ulx5jhMuIMncmETYbOQuXcvpKG/09RsblxDF//nx++eUXRCIR6enpOJ0O4iITEeoCuHxKdu3ehdliZuTIkRzYt59Z82ax5sYbuHClGFdDH08+/Rg///gLB08fR63WIJPJiI2JpdVaTlh2AmuW3MK6detYuWoN01NnkD8hDJ9OwssLrmPNBx8jsvsYk1fA8eNHSU6PoLPfTmtrGzWNjWjDvLRWd3HHXbMQiQKEREuQ2+0sW7ySyqYW+gb76GprpU8mJj4+josXL5IbFowsOAxTXynvv34/o3Kz6fj0W9q6+whWibG5hRwtbWaoqRupYrhA3tjaRlVNFeNi4qm2HeSJF1/Ca1Lz1qdf/aeY+t8e9ANeG9PvXshDaeP46O4pWGpNHBSdv3Z/amgShoCR9o5OhFIJ5w6fQDEgob2jFYvVRF9rA9vFf5KSGMXSO56hu6WckJoQlkbcxpnS3XQNtuFyuahuFZOiyWLzlm8BkEnllFaVYbJbkAW101XcxVjVPJwqBQsEE7hScgKr2YHbayUsNoOosBQ05jIMainv/PQui+ZM55cdvxAWEoJlqJf9u/cyoSCH4PBQNAY76tgYJmaOoLO/n5rzZQwZ+igyXECrUaNU6ojUBdPU3orTY+fiH6W0JpzmzMnhNrRjx06xZMkqjh/dj8Xvx263Ex+dQLROgkAYi8Do4tGHPqWmZjdZKUkMmiuxlp9Clp7LkvgRmM+7iM2209UhpEeiITdygC0nurhnTSh2SQZxmVH8flJNariV8cEiwuKVHK8aSUSQFJ/aRH5YEN05A2x4V09mhgOrO5brb7sBedM2Cvco8IdHM3FpIudaejCU7+UG1x0o7xJyQ/48/jj7JkFKJQg1dHX30N/Xg1obzDPPfkbRhc+5UtqMvd+EUqHG4zZgMphRSJUsufdpzv7yAyKhDIN5EIfdQsaIbFrbWpDL5fR1tTNyRDoVFeV4PC76++zERMVg9ClxX1VUK5UKPE4PkZGRhEZG4nbnYh46jM/nxWo2EhSiZaBvCIlEwuH928kaO5GqS4VExsayafM3LF6wkMfuWXXNpO7vrz1LXFwcRs+w+jkxKYmK8nIywxQcr48hQhrJxTNXuO/WGTSe2I/e7USVvYQEkYHxT8ykYLIImcoDtjHs/eOfyDN0FIwMwtPfwlBTKVleIWEV3VR62glVpqK5fohvvnNx33Oz6PMZaBmI4Ksd3Syc0sX40U627hAgTtCxYLGEgx85EZg9OK0KEhblcvjr0xSEK2n02pGEq7DGxyLqsoHHSahMyIXKTlJTM9j6yyGUIiGDTZVYotJwSK1kJssIS55NZ7eNMpubqTMmcpNETml5J+EaDUNCITabA2VoCFfae3HVNaJUKtEbrUil8muBHv7A8Fwd6O/nprW38vX2Dfy49UcWzZhNQZyUMWtzcMq0tLbV0WWNZ5Q0jKp6C1mJnVRVdVJYVUKfS0r16Qt09LSwYuW3xIckkZ2Tx5C+n4m54zl16TQm3yBXyuuora0nOzuf/oF+2traiE2IJkgVyQOjkykTCCnrrEB/3sy3G7/B7XHy88YfOHellliph4FeGR0VTUy692GWt69gz+7feHTvLRz7Yx+pI+KIjY5hx587ef7ZF6g6u43vHnycz4/sZOy40Xz00TsES0SUNbXS1lTP73/ICBEEERwSxf4DO9i45wOMJhO33bqCm+eMxxUSzS03r6GiqpLHHn+RxICIqBAZb7y7kTHTbqCkrIzHn3qO8qJjWD1yLpwtJjMtCrvfhcfjoba7gwduXUtqYhzFW37AGYjg+Lnf/0tM/W9P72g12sBLr7xKaVEVZS1DVBX/AQyv8sLDQ3FbPZidFuLi43G53YRLQqhoq+Sd997n+WefITkliZce/Yi2C6VMKZjMu6c201J9lo6uPjRKBS6vB5vNhlQq5YepV3iufBHd+g6EomGx8mcffcaPG/+gtPoEfgRkjchDJPVTXFzM+LHj8Zki+Hn9+2zY9AVFxYfpwU2wOAhldAh2t5Wk8AhOFZ7Dh5gQnYrvfj1IqCoIkdBK7flmYkYnEh0eSuvhUmbfMRetVofVamVM0gQW3biQKx2dTMmazuN3L+PLu1/m6b0fA7Bgwc3Y+jox2axUNFxBKBTyelYS3tFL6falYnH1YDcGmCIvQxLTTHGdmpr2RiaOSOGyQc+kPCkOYxJ+EYQLu9i8t56pEzTEpStZfN1cvv2qnLBcP/NCWzl2JJZRc9NosjtIDUsiJU1ItCKcHXvPcN28Av48WIN0IIhAhJcdB2q4/4FpVDaI2PLNsNX0udctGGU+KuvbePa7HFwuF0HBoaTmziJC62P2ylsZGlSRRAtPvPwkYrEYi8WG3+9BJBLj9XpRqlR4PV7CwsKJiE5iYHAQu3EApy+A224CAoSEhCKVSOjp7UEhVzNu9CQulhbjdAwRnJRMYlAIpaXFPP3M8xw5ehhB1zZEibdRU1WBXC7HYBxCKBACw+6PApEYr9uF1+tFFxyMUCjBYRvu4Var1YwcORKn04lTADJ/gKjYSFRyNX19PahDVdy10sJQbQzCgIuyVh9JeZkEXNUk+FOIG99LnCKMoPxb8QYCnNv/NMbuICvx/7AAAO6gSURBVCoutHDTPSP5dU8r3R0GdGIx+RlhJM4IpbnWwsQxU8DYRVRqDh6FjIee34Uksgh5YySHz3Sz4sF4MmQyii55mTU+GFetF1uUnvYyD5cGPMREezHZtCyd4OfsyQCpCQJKK/WEOAP0iZU0e2FUwQRCrXUsvH4GxoFQpk4QEBQ7h0+2HOSnLdv45pXnsHbr+f33LcTrcmjxGzH1Wqm192F12HC53NdaMMPCwtHrB5BIhgOCYmOjMZstJMQnUFFZgU6n4/tPXqC7F9KUUbhUHaiCI4jSSfn45zMsmbOAkaOz+X7zDj5e/xY5Obk8/vhjvPX222z+8j2KDzQjTJHyz3++gUamwGA1MnHSHGpqrjBxfAHXz7uXVz95FrlMRk1NDZ+t/5I5Y0bzR+FJVCIPJ86dZHL2dbz11Rvcc/fdzM2/kde/eByxRIxIJCI1OYUH71/HP9/8iOWTV1NfU4UqxoEbMd/8sIXMzCxef/4hpEodOgYQSAZxSxL4/bdLbNy6hYzUTIJCdZSfL8His7JyxWqObv+eJpOLcaMSWZu5iB9qz+MR+FArFBw8cgyxWHzNnmTxdfNpqKxCbzQxZsxYuvv6uX71cj77ZAPTJoyhubONJT/sQ3b6MCPjIqju7ado3ylOnPwDp9P5/71lUyAQBAHfAaOAAHAXUAf8AiQBrcCaQCBguHr+C8DdDOsDHgsEAoeuHh8DbAIUwH7g8cD/5QkIBIKATqPloZgXKUyooqzuLIb2ZqRSKXK5HLPZDHBN9LFi5nLUggj6MbD/yHYmjp3I008/w/i8CbRVWfCJArzw9jraO/T47A6EEjE9g70IhUIWj3yUS517CBNridQFU9rVhDZKyMaHfmXb9k8RREcyd/oYigYusWHDBgCSY2ey+YMXSWpzUukWs+qNFTx+60v8fvwnnAEXQ3o9HrcLr8+PWOQnf/xD3PPgfOYvnsng5Q60aVrCJMH88+NPeP21JxEIBCiVShaPXI1F005qZhb79u/lrVffIbJPwuznrwcgXB5DYXEJF/aVcMffl6ESKvnm6U1sOPYjNa2XGJFyA611e1gcZSZ/3W1cPLKb0q5eUjQh2JVuZi+JYc/WbuYvimNGagiVHYNYTR4ctmbmrV2HsVPPLwcukJUYy+EiKwmhrVjdy1HE5KKT29Co5YQF6YkKV7F7dx03LlZR3qlB6VQTN3UOZw8fZeP3n+Hz+Wj4zYRBYKWntY7nP34NpVqK1d+P021l5qTVnC89SWpsFFUVlxBLFTS3NuJ2DhdnY2JiuPmuu/nxh430d3ZemxdKlRav14XP6yUoKASL1YT7Ktj4AwHEIjFarQaHw4Hb7eaP6mYeXDyXIX0/fpcbq9XCa3fu4FjL17Q01WMwGK569wy//yKhiIDAhxAJApGQZ//xBpu/+YykhHhOnzkDQGxsLD6fD4lEQlhcFFa9CYVSSnlZJZMmFbB4rJawxOkMtXbSPniR4JwCgpuPkD0ui8zJl/BYUgkNyeJ8RQjhikRqz/6IweAiPlWLo1qEPiYBoXKQ+bmTUGZo+OKjQmblJvDb+UvM0VwhoSCMC/pFVBz5nhum5fHs15foHfChVAnJzQkhYlCPPGMeQmEVikYPRfoBBPIY/B4vbQNDoNVQEOznZKeHqcEKHDI7MSIZ0qR0YoQBHP1DKGMiGDFpCspgL2fr3Az2Hsc/mM3h0nN0dHYhVWgR+DwoRAJmTcjncHEpZvOwt5JMJkMuU2K1mdBotJjNFkaMSMXlctLTM4DD4SA6Oor777sNuSCMKKWSb3/fwmOz02iVhPPRhm2Ehobyz3/+k61bt5Keko7FMkT2qFGoNSGcPrCDs5cbsTsM6A0mRCIxLpcTtVqNRqNh36F9PPbw3xiRGsnGzVsQCoVkpGUwf/o8UnLSOXf2IEIULJizFH1Awa35szl9aDt3vPMc06ZNQ6vTYjIOUV5ZxsLZi1BptcRHxXL4xEGyUlJQypV0GI1MH5NDSLyG0TmjsPQV8u3G/TzyzMu88Nqn1FU28uprr/DYvXeDTIFYLCEmRMfsGZM4euo0s1PiiJm4mkefve9/wz6RSAQBePCmx+gdPIZQmYpQoWTmlBR6eoVs3rIJh81O+tS5WBrq6Onr4ss33uSL7Zs4c/oCXq/3/ydO/xPgYCAQWC0QCKSAEvg7cCwQCLwjEAj+BvwNeF4gEGQBNwHZQAxwVCAQZAQCAR/wFXAfcIFh0F8IHPg/PXBYWDSfvfUlOWdms+DGahbe9DtquQqvQHgN8AGCdEGMz5zIwQsHGT1iLPWdlQQCAS6WXOSW224mOiKanLwcnn/sBXw+KXKhkOnzZzMuZypPvfkcTpeDQ3VfDecZymxMD5tEbN5YBh0lZATFsf7BL+l2DxI3PpQHFz1MfHw0BoORf948Gyk+AhmRbP5sPfqhQb7a+R6HDxyivqmOk5eq6a7zUlr8CyZ7P011O7l33QYulNQjDvVg69PhumhnwKZHLB42hhIR4PfSn1HIFdQ3tdDR1cm6u9eiDQq+tgp46I5HaHH4WL/9XZKTU5gSMZc2XyEen5HMjBQ8ziaSYyRYfCqGCk+jDvQSnTGGibYKzsnj2PBhNavHaxgTEUZr1WWE4UpmrYlk55G5aJNbONcmZvz0FDZ8WsFN46OInprCvi1Gxi/zEBEmprK0H4G0lcIL8WSPSUYQMhpX4xXsmCkIknC+8CR5YydTeaWIXy6/ha02jBaVhXzLXSSGTebT6lxCwxIxVjyLxX6BK2UX6e/tRiKRoZQrhs3qxEKEQiGNlRUIRFKEQuG1tDOX0zYcSGKzYTYbrxVqvV4vBQVjMVostLc0XS3wSTA2xRCaMZEJH93IL4sXkpOTx4nWo5RcLrrq4eMmbvR4huoq8AvFmAxD3PX2Jra+dj9SmZwjx45wz9qHqW66zIgRI+js7CQiIgKhUEi8Zg4+XS0GsZJFC9LJzojmYkkjX+yysWD6acZNyaZvs4PZ+Xp6Ro8jZ9REGpuiyRXb6FebOXgEIsQVeJwBgoShWAb8FHYbCS5rYe6z06husbH92wOonJX0ZkwmQ91KaZeYI7XtiKNrmZWXREuzgsTwJIJ6GnA5Pdh7DbQ6wolprmDQ4+C6KBtGl496k4/SASM+YQChzc/spWI0JR5Ck7W0V1gZMymH9furWDl5Ph8XbSU1woTzXBM2p4lPXnqSxNGPcOezr9La0YtSqkKrVOI2DSBQyPj1xLlrHvlerxeXy4VYLCIyMpqUkAiq26ppbm5jweyZFORk09BkoL2rloOHThOljUFoaEEYCFBlkLJx968E6bQo5UrOnjlDT08Xbo+H0VlZ/PTTFlauvJFus4fO3lZcV91wg4NCEQVriY6OpbW1lZJT50lPTWDmnIUIDF66XEaOHjtKv74fzREF0+cV0FzdywsvP8dNt6zD6Y+kqKIVg9HA1p+38sJL/2DsuPGcO3+Bk+fO8NI/XmJ0SgyzcycTEAo4dmkfUdnpnN97CLPIjfahRN54aRMGi5+9i1djNgeIi4nh9MmTLJyWQWF5B/1mC3fcuIazXZ3kjJ9MYVMbdR++hUoFdruAjNQYGpp7iIgIx+l0ERkewbHLR2jraCE5S8XKlQvZvu0XahsGiIyKYsKEAjw+IblTJ7L5x80011VTX9eM76oFyX82/q+gLxAItMB04A6AQCDgBtwCgWA5MPPqaZuBk8DzwHJgeyAQcAEtAoGgERgvEAhaAW0gECi8+n9/BFb830Df4bDy4kf/4NDm3/B02HDbbXz+8GckzB7N/JWTEQBxkZFMyppCdWM9QUHBXKq6gEajGVb3BWkZ0A/R1tlGW2cboYEIhvodrL/1J+7/fhUDdgsalYbUxGQsLjsKiQ5jfy9f1W1AK9eQk1uAt9NDzVAdHcHVdP8Zzuys2Sy7dxkPPXQ/RdYBTH1N9PZd5mTpSZ59/m/cfus6RqamkZE+ktzsSfTagvnpnW72nd+DXK1ldlIOGz74AEVsNA/dcQd7TlezIPZmtqo+xmp1IlXIQSgmXBNNd1/rsEeNSIzT6UAmEhMgwK4Dm6hpLsUlH8H0UWvoaN3D5b3dJASNZGSCkM5OF4GgHOi30D5wkU6bgEhvBzUCFermbvLkPsYvElDU1ElPuQvB2BxKd8XQatex9Q8pTttyJNrz3P1oDK4WM4qwZOIyT1NbaCd+SR67d55h8swRhAaF4XS5cMhDuVxeSbDYwcsnXmDh4imEKXUEe+rorj9ES6sGp2gOy54L0H24goXTn8UtaiC1fSOHDSloRNWkZqZRVVo1bLmLH/zQ2dlJR0fH/zYv1Go1JpMJjTYIu82CSCTC6/OhVOswmMzEB+toBxISR+MJmIlP9zNr+Wzm5kzjD6mM19/bzp/b93Gh0ItILEYul3PDtoPw3duU1VYi0YTz5Ip1bH3tPqwWC/6Alxf/+RSrVq0iLy9vOJRDKUcgFKEIayYiWIonLon02HCqL9awfEoUWw83ceqCg/wpQUxaNA6HUUa8MpGKUyVIlSoOePpwlouYEX6BdkUmoe16SpodDJS3sbQgmdrUWM4caUBoLkPj96L0Kmi52E2v2cLv50Rct2Ilk/V7MQ+6UKYOMS1YT1GYj0GvkPMtQm6crmRMpBFBs4R2vQiJUUe/y8y0yXGozI0U9VpxhsfR0OtEYDbQJAhF3i7AhYAPdvxMZnw4ClyER0VRMO0WOvr7uXL5JC09elRyBVKxnIDAjQdQYgeGV6d/tWsOf04qtCEhRMYGs3DCOF7ZVEhTQy333LoWl7OJqtrLmM1mUsNFpM0sYMKkmcjsMfx5sgij2YQIEUcOHmDhzJmMmT2HtTfdNOxr49cQkagjJCSMjo4ORCIRoWHB6PUDVFZWIpVIqb9Uyu3rHqe+Qc+K0X/jRPsPDOXrmTR1CtaBE8yaspjRDy5i6fVz0IVpEeYEEWWIYmH/IpobW3jzzbeQ2O1cKS7lyWef4lLhMf727k7uW/oYmw9t4J6778avCnBcJea3rbupbexk5gQdq1Y/yosvf8jgYB0TZ0zl008/JTY2GpnIy9wZs9jw+y7ah4zk5OXz9xefY/6cBQiFwyrzGUtuQvrHNlZffxNih4O0abO5/8F7sTtshCvE1Fw+RWz0OMzmkyQmpTAtLpc3N31F3tg8osPUXP7zJxbNm0FnWy8HT5z9/wb6QAowAPwgEAjygGLgcSAyEAj0AAQCgR6BQBBx9fxYhlfyf43Oq8c8V2//r8f/j8PlctNcU0VdTz1/+/tL+P1+nvruBSZWjKMgaTRRwWqau+r489RewqLD6erqYuXSpZRUXCFcFP5v3R6P3rqW4ppaGjvK6OqvZUr2NJrbqkgNz2DA1cnkoLU47G3ssVYgFApQiKXUN9fx8tYX+b3rd9w+F1V3VXOy9CQnnz7J84ufYs+xo3y3+XvGZ49i0DJI5elysp6NxWb2sGHDJ3R1tvD888/gs3jo7zcgE2vpNA+ikjYxdKmMV6r6UIitpI+4Ab9fSER4DEKBF5PJQp+/B0QytFopKoWS6LAEGjsqWTvpDs5VHkEZH88Tc57m6K/rEckkREZGkJmShbK7isVT+nnrh1pGBIFcJMUr9XKxopmAR8Sc7CBuumEh1f2RSDVW3GlZVJ8t5aabayj6Qkxf6Cxyw0+SHmfhyrkxJE32EBmfz6zFqfz541F+++Mkk/KnIfGqCA8dy+7jX3C+rYW8nGT8ji6qqkVoAj4cA26CtVHsPlJJuiKNvOXjKNcXIhYHcVfF82yP/5rDgY3YhyoQKJRotJqrCtv/+PkLPEQiEU6nE5lEhsvjRqPVce9zzxGbnkddaRVHt3zFgNmM1WKmq9OJSpmHWCzG5nLhtQ+y9ZPtOMdHcnb7FnQqHQ/esYY5t9+MH/C6nERGRtHz+y+8+9RbDA20E5Yey5dvv4HfP5yncHzPH4SEhFBWVsZDH26k+8PXIELD7IlT+HP3TpKyCghRR7DnxAXikxwUX3Ry3aRU9A4Z8c0VTHliFb//XENfvZGRk0dz8eQZFFIRYqsd9dIoBi9E4HC3sW6qh7KWMCo8wdg7+siaJsBqBlFzJ8ZuG7GxNuR5EYwdkDMis5XmbTZO1np5MtzMvj4P8+PFbOqRMDY1m52F9WQsj8XQ2MjEpVr2HXYyNUpDvGyIlrAE7pkRxKZvqpG4QO+RkpkTwe7zl4gQ+JDK5NjsThJjNYyaMIZdO3ciEgoRif1Mzs+lpamNtqFBBLZhK2OLcVgn4b1qS+D1etGqFJhMwwrYw20t2CZk4vP5qGvt5MV3P8ZutyOVSpFKpVQ2dSIJSaNp1wFARGVtDQsXLqIgN495C+fSdr6U29etA64G5kh8lJdVMHv2Ahob6ygpuXxVuDiITCojK3kkD61axPzH1pAak8yDN9zAhMyx5I7NQxZkpHrPTMQSCVFRQbz+ykbefO9+ZIMpXH/3ciZNnoTUHqDwWBUj49TkZeTS01HFUN8l9uz+kxPHT2G3m0nLGol+cJAD+4+glIuYdd0clAhpqjzLnYtm80RFBTFRkeTnZWMwOTCajRw+cQqb1cyS6xZRXlHFww88iEKhwHG1hVjjGeLB++8lIliLQRGMSxXg5rU30NzcyeTcVTTVbkLhrOa26Vo8SVP56dedWO0GTp48w/vvv0/xvoPUnT2ORZPwX2Lq/xvQFwMFwKOBQKBIIBB8wjCV818NwX9yLPB/OP6//wOB4D6GaaC/fmfl6lXXtvBmh5mK6lriI2I4UXEJp8/1bz4tR0+evJqHOswLSyTDpl7rP/+c/IIphIdEom71oHcOEapNIzIhGPExH02yCqo6jl2zaXB43YTJo/i1eycqsRoxYqbumIbVY2V50nJW5K1lZJKSGz74B6XVNSxbugJsAj79aCP7zh/EaBjiUmkxly4XcX3SzSxYdBfvvvgsLU1ult+aS3xkAqPm3cOhP1/jVPFR7HYHfh84nDYyc/NQCJ20DQYRF2xnoN+A0WnAZnViF1komDyX3i4hf2x5itraMkIVSu6/9XaM9adxOovpqbQwKw5WTFZh7TWxoVTM7OwYGlQa1Am5fHKqlZg4ET1lh/CEpTA21oq6MZx31/jpaz5Nk7OKTtU0br41mCffOcfM9ADeKD8tA2YWj7qHluZSQhJiOd/RQnZ+LpbmSGpqznHLzTOI03RS2thDt2o6IyMqufXh0Xh7XDRU1xGeUU/2lCeptV9hSnoW+s50Kisr0KmCmTpnEe3t7de+BN5/2aJ6rgbKK5Ry1i15lpKag3gGzWzZ/QaL7ngKp1iEy2lHIABJTAHuwHB+rs3UjcttYfM39yHYKMHlsDN91jxOnziM9bo7kH3zHhajEbPJRHRvI+GHA2hXJfDWy3/niy+/QqvVYjabgGGlr16vZ+f2kzx9y1t8cuALBtpPECZXYhxwk5Ngpb7FgiJVxV0PTKDiy+1MuflpLhT/huv3k1SWS4gNMuDrS0eNjYioCEbJRbSb+kmIcJIycRkddb8zpM3nzNk6ZqR4+H6HkTEyN1NyvZSMiSdUPYBuKJTopX0M0M6lvgBTkyT843c7BoefZrkAT7ASmduN0+mhp1+KfVQ2uot1zB7hRO9003DRy2mpiH1lbtRuJQjhnMXJPHk46UFtTE2K5IfLzSRrVAzZpARbm7Hpe/HKlAjFYvwuId0W87UwnEAggFgsRq1W43b6CQ9R0aMfJCs0lmr9EP39Q6SnJlJ0uYbY2GgUCjkGgxm73Y7X68VkMiCRyPhl529EaNWoQnTceONNPHDHC9R1FGI3OjlYdQGPx4NYLCYlKYnsUZmE6UM5snsXcxZfh81mobm5ieDgYIxGIwXjC/jl7HlUCjnOgAOTyEZ6zBj2Fm5FqxAROSoJt8tJQ10xeZnBfHr3awSCByi+co6czFwUIj+6wTje+vZ9Th0/gOVrK8Eh4UjEIlxe61VLkAA/ffcdaWmp1NU3sH/HXmbOzkPQUM+KR99mbV09kbFhpCXHMzVMR5smmu+++x6xWMyBA4fQalUYjCZ8Pj+hIUHkp8Qx86ZlKIVSQpQiyi810ny4hLE5eXR19fDOZ4/j8/pQSAO4PT6CdR/SN9h/9XPwsn79esYnTabO5CcrTvtfAvT/G9DvBDoDgcBf0eq/Mgz6fQKBIPrqKj8a6P+X8+P/5e/jgO6rx+P+k+P/2wgEAt8A38BwITcQCPybla706hte3liBQAwqqQqr3Upvby9y+XCLWGZ6Ji3tLSyavYaakv00DBj449AR2nra8PsDfNP3Mxue+4bRd+eRbczGJDCRn7icksZ9hIeHY7FYsLgseHsbCY0OJ1gajNFtHDZus/nQKXRcqDjFU3te5f5HHiMrMgdFkB9x2zg+qz6AZ6gfociPXC6ltLUda98uNl46irG6EZetg4jwSO68/yE2/Pg61r4ubl63hojoGzl/9i1EIhEuo4C7JtzMCxVvMHnkbPyOAmaMDOFydBHNPe3MHLuEGk8ThacOIQsoyCxI5fLWDfSEiOjvMDBjpgSRSUKnP4iLmelE6duJCovjVGUbElsl/fX1LEprZPR0B/uutLLY7aGpRUaDzM3hVj9TY30Ea2MpLWyiuaGEm6cZGBDHMGpCKrsO7GTq7KkohEGsXJBO2Z/nSJksp/OcHaXXQ7dbgG6EmPm5NpovjaJTmcqc7O8Yn9/M5QtzcFxKInL8WX74Wchl80ECwC3L7sDk0BEUFHQtv/h/HbGxsTgcDg4f34LZbuWeB8bSIx3F9+/+nZ625mtGbJlf7kL10Us0Vpficg0RFxOD3adhsLeG+2e/zrGWn4gKj+T4XTdhuZqXYLFYeP2td3jhvufIFo1nzvLVZEblUjc0wNv/fBwYVnKPGTMGydA5fj9cwi3Xz8Bf9jKusESmZI8iLiaMCRFu9pXrcXV1MOgTEd1Zjt+h4NKZQUZGCjjZE4Qs1YdRkclouZvGyOsQmfWEOrYweNzAoC8Fe/MZRqTFkDhCxTyflTajit16N4vGWVEW+vBMqSNcE4JTncbEJXqsLV4Ug2ZsQgfhKek0m110dgxw/z0Ps//oPpxOJ97siczwX0LYbqFdKKJpwEhyUiIip5lIOQQpPLR3DlDSNcS8sRmEyv2U95oIi5VRcqmXZIWQ6DEFGJubKe4b1j74/f5r4TV+v59Ro7JRmPzkTozh/JUSSktbcPh9QIDK6npkchnRMWr6+4c9fIJ0WqJjovF4fKQmJTE9MYpbc2PwTV5K6sgxvPThF/z9mYfYtXE74eExREREMDAwwNzJc+g3DqKWqxidPorMhHSKiy8zMjMbi9XC3Hnz+PqHb1h+3SKMgyakUikhkhG0FJv5cdsORDI/L/3teWReE5988gEfv/wUXXECBk1S5q9cgd1k5siR07S3VrPz1y1kjUxk9fSFzJm3jMIzJzBZThERNZ4J05L47AMZJpOBkJBQ3n7pXqpb2unvM3LjbffT3aPnWNEVmppbmPruK2x49R0yklPpHhhArx/g1sWrsPa3cqCwkoQYDUN2F5vWf4vB7SNc6SM+TMb6DfuZUpBKY48VpUyCRyTGbB0Oi+kfGkB4dSecm66iucfAjpNbkctlnP5/qPvv6Ljqs/0X/kyvmqbRqPcuWbLkIvdeMcY2GJveewkEAkkISeAhgdBC7830ZsDYYOPeu2RZvfeu0Wh6r+cP5eG8v/XmWed9z1nrrPy+f+7Zs2bW7L2u+e77vu7rc+rE/yjo/7+6d04At8disXaBQPAkoPrXS5P/H41cQywW+71AICgFvgSqmGrkHgLyY7FYRCAQVAO/Ac4x1ch9PRaL7fm/+Oz/5QsmGRPRBMN0e2xEIlND9/89fCOXypHKJTidLjQaDQWFxXR2dGJQKxidnCQYDDKjYgajA4N4gy4umbeBo40nkAAFJWXUX7hITBzFYDAwMjSCP+hnRtpMzvWeRSQScd3VN1NRXIbWk8qufV+wv2Uf+jg9jT928kP1l7zw+gvMVS2nJ76b4b4ucnMzuHixnukrLqMqPZWyWdNpaWrB6fQg9vkZttk4XXOGyfFxUjPSWVr0KHXN+0jPidDU10qWZhHxcUrWL0rl6NAIR/bsZea6xSRnXErPxaMcP/opGUmlLErTEs5I5PC+XZTnZyKORtm00sahngpcQRHLNs7g5Vsf57HNRhIzEnluj5drfT1Yy/Wk5ktorLOzeHkRzd0ujhwcZ9PVaWSlFrKnTo5GGuVsvY00oxKxJEZ63Fp+rvuEmYVKNPEzKUkJUtdhpaRCSdh+npy0TFou+Gl1y5iWW4ghLZ9IgokDr7/L+t/fhanVx4H3j2LX5FMW3MBbrs2kppcgi/gRa3M4f+Z7bLbJXylY/x25IBaLyc7OJiMzhwvnzyCRK3nq5S/56x/vwW0ZQCxX4nHYkMlkzHjua84/shWJWIRcLicahSBivHYzpw9YueTK7F/JXMCvNeht++to+PgLXv/2Zd57bRudre0YS6p47MErAVCpVIRCIWbPns1lG5exZZOd1oEQnNxNQtkizlssBBqEdA60YO2IEu/2sL5URkeajAFnhCVGPe3SJEwF04mzDiFOT8VIPAG3H19/DbW19cgziinqP8FoWYwLIyImzHp0sSDr5qlwBZ34hCJs3SEyqlT4/Wbyi/O457+idHd2I5PLiESjLClOxeqXIDUmYm+pQZKQjCfmZbVaQt+oGbwhJk1qJvudXDsrkUOjDnKVIX4aVjOrIIOmvhGGRsaJxqLIZXJylDJaLFYSTIl88+rrLLnmKmQyGXoxWAJTCaeBQODX65WVksrf7nmU3Se+o7bPTEpKMjFPFKVJwlDXIKOTVmQyOQqFnHs3L2RhfjFZ82Yw0dxBzKZiUhzHF+cO4jTbaOxsore3l6ysLEZGRiAGO97dTig1HmtdD/2jPq5bmomnaYJuaZSDrUfZc/AgPr+PB+7+PamyZBomeyhWjhLKvo7h2h/YdWw/GrkIp8/PshIVIkEKMy67kd8/8gCzFi5AHIpy5123kZ6WyEuvvEVSko6HH7qb2vpe/uuvf+GZv/+R9q4hihYsYO3shay98y6sdXVkm2IsvfI6+jv7OXt0BykZczl1+jTd3V38873Pue/GrfzuqvU898WPxGIxcgszefLuW/li/2lOnTyNy+UCYGZ5GqKAgE1br2DHL2epuXCeaDSKTqdFKRKQmhSP2eZlxDxOOBJDp9Ph93iJCqaug1QqIhSKEIvx/8iyWcGUZVMK9AC3MEXd+hbIAAaALbFYzPqv8x9nytYZBn4bi8V++dfxWfyfls1fmCoZ/V9aNv8bgZaSlEhZ0XTq2+qZVTmLjpYeOvpbkUilyKQS/nzfH3jrqw8YGBigILcAj98LsRgjoyPk5BeQl53Fxx98xK6336D23FfsbRFyxZZr2HdoB5ct2sCL775AgsGIx+9DEBPgC3nRq/SY7WbEIjFKlRKRSEyiJI3EVCNtI83MLJjF8oqlPPrG74nFYuTl5eF3BQhFfUza7EgkEh64+7fIjXm8+fIfWHvFZpbnzONv7/4XYyOjTCsrRS5P4L4HbqexpYsP3nyLqllFSJVxzElezUjdl4yOWLBnGBAFHQSFNib6ZegS9SzR6PnOYqZM4iUrK8aYQ8zAwARry7V0yJPxhhIxxkVpam9ENzhKWZYMTbGahHY7jWo1Szbch2zic0oy5rLzWD2nByKM9LaycW0hjnYLuWuqGLBpECkTaa87jFhYwNy1W/nyzRdIyUzClLcOtX8Yue0kl96xGouzkJllbra918n+8xfIMwyzYPNmzh49R15uFh6/i+5Dv9DarqbJWsCSZTpsvknGhwaRSCWYzWZCMRGOyXHi4+Mxm82/in5KShqhaJiS/BICYT8rN9xEQ9MQ+757gUgkjCE5BfPgANk5eRgL15ByzXIO3X8HQmJ4fB5ikRCxGOyosXHV/MRfS3//vWHQ6HTMXbmOG2NXcvPOrej1euQiOZemrmF73w/I5TIi4TBeX4Dbb7+dBUsmMfuimCQzsEb9tB46jEiXhMYxTmaJh9bDNpznull/VRx96fnkqcZRKpUIGwWMFS+hp/UkqRIjOlkjA4dFhBasYHyomTn5aQz3H8fvinHMpsHnC5EQ70KCkHRlmKu3aKjbJadwVoxRoxRre5gE6UIOH99Lc6iYGWludp2YJMGQiA0B18808sXpTsbsbhaWJDA6HKa2bxCFVECFSopFHGTAAXnpKYyMWohGoxQW50FMiMfpYNIhRCSIUFqURcfgCKuXzmVi1EFckop8gZDtF9tYOnc5H3+1DZ1BQywqIC0lDZ1Bz/TcJI6d3E2vR06yKhmzZYSO9laee/om3DUR0o3D1LVKeeLdf6IL92LR1jHYtoSfDu3nhVefR6VUYnc40Ol0iIQiEIBCKOW5P71LIE7KU3+7m3ff/IDZ5Zn8/s7H2d94ApfXz/SCaUSlMLd8I4tX5mJpFDBjSSIe/wQffruT+VkCTjXZeefzr/jg/Q8wGhV43REefvT3uBw2JDIF9a2dOINW4hPT+fiVV7nhumvYv/8ge3d9SE3DKFqtjptvvZ7X3/+YOEkAQUxNCFi5dBaHfzlIYkoaao2BvXv3EAhGSEwwMT5h5r5778WpUPPdO28gFUtIy8lGIRYyNmpmctJCKBTmkkvXkJ/kYXJSQUQqI+rz4w7LGRkdoiLYR71ZSXxJGidOX8AbCKLVaIhFI7g83l9LohpNHE6n6/++ZTMWi9UB/19vBlb8D+c/DTz9b47XMOX1//9r/Xc2itPqxumfcmr4vF6uW3EdT277C6FgEJFQwIBzjPl5cxgYGCDVkErnQDsSqYy87FyefPZVDu75geeefoGaY4coLphGRbGS73/8jMd/9ykquxCx9GXi9SZS1Qoami4iloixOCcRiUS8+PuXkCSIuO/h+3CJnYz6VTicDs74z3Lk3FFisRgGgwGHw8WO7/bzuwdvxeZwEg6H6D0wwGHbPkQiIe29PVy96loWLV5GqcGIp/IKCgQjlGui9PeeJFGnxh0UU6CP48eaD6mYfhl9joPMiBkwTnMyOmlgXoqe5NEehvoHmJOeTOXSJShaTiOPDGAoVJBTWMCZw81IXc2MEkAw5OfRhyBuQMrg0myaff3IZUaC3rcQyhPp6TrJhR43C+YWcSKSw8yyeUi1v2BX97LrQJiUJAVFBes42jiBZWAXvf29JJSuoLjcgN6biVwoo6tViTnczPuv/cJfn3iZrMLdvPVqkMy9R+k8f4QlM+9h2OViXB5HWaUKe4edlOlLSTxoxKt8F3d4CqoSQYhCrsZsNiMVyEgrLSTs8bJg/kqGbCNMDveyZdlWTp2upaPlAHp9PBOWcSaGphw+hrQs4u79DdrmM+RkZSBUxVE4cw4BaTy+ji58wwOkpKTQ29eH8F+ADQECNv7+D+x89h+Mm5oRiyS/lpfOSc7jdLrw+XwY4+PR6uKorq7G5lNzrt1BphHyM0NIvTEiqhAdgw60YgGVcwrZLxZhMQWYPtNBf10VZcp6hk0jDI6NkyyXM9LQxrhRS00kjjV2O2WZXhSC46gzQtS3BkibEKCNj5KdmMzhHitF5Sq6B5eRsLifkwcukCsR09gdpCj7c7L8AjRpChIkdlLiAoyPjjIZ9NAiHCNbJkNsSqa+vY+2PgdCoQCxWE7V+jUcqe0i5ujmCv0Yn3V6ccjlzJg7l3NnLyKOi+eGFUs4W30BicbA7+6oxOOYZPfeCwhaIuTfchc3zc+g4ZSZeVVLCIcslFdNJzk+RrTHy5z5rbz4xgBWZ4CclfHcevttfPrxNr75/iKP3PI7MpMjCBJqCdfVYTF6QRSPISsJuUyERhOH1WqjqKiI7u4eRAIhW5Yv5u4bn+Kl997lQO33CGMizv2wg0ULn0cdsVKQYOT+vz5NbkSIaWEe1TV9/P6Pv+O+lTcRHbHg1Sbjso7gTMjgh50/kZccz65dXyOXSjhzvgmpFErLCiguyOXkcJDO3bvQlyWSaDBw/PhRYrEwRl08arWbgd4uVIlpPPXRl7z2mzvp7+ujeNo0Dh86x5JVq2hvbuXQoUMEg1Gi0SgWqwWVSsWJM9UsW7+eq27cSKEpja+++Zy6LjMg4JYrV3P2dA2Z8Rn8fGQPPT1DCARCskxJaBLT2LDxMkIREI9Y0CrE3FCYyPXv/IhYIuGSS5ay/ZtffmVLBIOh/0lO//NjGIRCITKZjJmJM0kxprGv9RecTidqqYa9/p9+RenFovDW229xxaLLEYvFdI91kpmVyc1Lb6PL20DAmMhnH39EJBJhRfEqEsL5tARque6Wm7nymllMtkp53vY8z21/AWXYhcGYQHZ2Jk0NTbg9Lsa9Y9y99i7ue/g+ZDIZgWAAuUxOmiYTv1HKDTetIyU5hcWLlzM4MsR7r73H4suWk5mTTcwU4prsVEIps2k608n9j/+W2+/4KwuKCnEIJpmo72BnXS97ByUsKMmjZWKMnIxidPYc0k0u7GkixnEyMRjH9KLZKOqP4ZIYOOcfJMPp4eyRegKRGEVllWiCftqGaigJOJi+tZQ925vJ1ceo9aYgW5CEqKeYCW0ug33NLF01lzhpH5LRMh7/sxHsNVx+2w38uN9JRlwu1qAFidRAzowMTv98BEOuHrW6iCeffxlXwErbnpe4+cq5+G1HOHPCTtqSrdS1dCBWWxkfyibVOE579CHkhRJGXAuZt+Bn3NVQufQSkg7/glxjwKbTIXDFMdx8EZlMhs1mQyqRIxAISItLJxgRodHkcvrMQUIBL1KNluRUA9VffErQb8bjdv/q3xeLhYi1GgoyJAx/fZqSqqXc+vfHSdfHc+nsLWhEQ3z7wT+ZEIkwlZfjbG9HEBGwZc3dfPnkE0TDYfqFfSxa9TinDj+D1+ulxdxORm4u/V1dSGRyUtKljA4N0fGDF4WxGK80RG9XB2sXGtGmefn0lAfvvHn4zh9j+eVriZd6MQ+7mZfQxcSgn8VXTCP8eRuGtCoudCmoyFnIuvxxRk5/xsIVFbz7zTj5M5OQCm2cc4a48ZJUFI0jLF1Wgqivl1Nfb8e4ORVjBjibhSRoxLx7LsSVM0Vs23WEBblZhGIigkhQK1W4k4tpPXKKlx7U8tf9qcyP03OuZZD0+HjKhF78c8qYVZGMWubiZr0WdUUanZYIC4uSySuuoqv5CAfPHiEGHD+hZ1GiEo3HQ7s3yIzpyTzw2NO0NvejVqkRi4XsO3KSl+/ayBe/HCVl5r2UlDs4ceIMHT39nPrrn0nPyqK5qZWelmOobGqUqdPo7oySU74Sn1PBb5+4nsPHTxGOhElJSUIoFJKXm8uVV9zKtXMWokjwcUVOIlrJfYzGzuKIBBltPk7ZJVv486WzCSqTkXY04rRISZNpMJvNCNNl3P30BySXZfHI/bdjijew9/gFfnfXjfS5R7jnwRfIzchi7eo5vPL2Fzzz6EOMV79D3cUGTrx6jASTidLSfLq7+xkbMyMUCtAZ45GLJZz47CvE4imbqnVightv2cqRgyeR6eNZvWYN9bW1dPb0snD+PLINOuZdcjNLls7i0KGfcPee5fqNWfztLRc+nx9NYhFJ6ov8tO8wWr0OoWAUoUjIqnkr+aXmEE888QSFBaUsmj2L4tlLyMnbzBVjUUzSFGo7LzJ/WiXH6msASEkx0dMz8G819T9e9JUKJXFaHWuyV/Dt4E+kmFJJVMQzu+B2dp1+ilklMzl87ggVynJqY3Usn7+MH0/9SDgcIRAO8d4vbyP0RTjf1kM0EiU/NxNpooChhAD1Ry5w7VVXMWEdpmBRPluMy6m11bIlq5zwtByWz1tGYn4y2dnZPPf6s+gStEyfMYMUvYGgfYB7HnwBlV1A2pIiSsvyuHDmAidOHuG3DzzIpss38tgDDzDo93LuyDEk6gySvEauTlnJIeGnPP+PuxhYvJadx/YQLzcQ7x3jki33Eo24STcqMeEmmCgjqXk7SYNi+jNzcftBmFaCIyYh1HGaoFSBLz2f4txipBoxosbPyJzm5OC4gtnX6Gg5P8rimxM5+qWPzjMZpLoS8bgmcdqaibNH2Xl4OjlF08jy9JNuiyALd/LRR3IsIwewmCrISirhuruSEMlcaL3fEdDNx+PQkq7QkJ1l4uSeOPqdXkzl11KkchMcm2Dd9bcyOthFuy+fuCwRc+dIOHxuMY0NwyiTlWimLebiqJWS5NfQSxP5XHWE3tomggEfCcZUrFYrkehUkFS3o5MrFm6lpsWJQhrH4GAPySIVjz79R8KB0FT57l9LKBSCQMRgzRnmukWc2P09qzZtIRUdv7/jA25Y+yx7TtxOT28dsVmzMM6qQv75p2yZcwvj1mbCwSBCoZDyxSvpbf2BuLip8C2DwUDGVdch/uYL5my4h3VVFobb7Pz9n5+CtRNy81i7XEBsVE2aSs6mlbmEnQ2wZgvRmIioLJUMb5BgWi0m6yQ9R0B0dpCBeD/5I0FGhjvQzakiPyERtSIOldPDjnMuFiaouXn9NLJFdlLvmYu120dKdgTXpISYPEpqv4B9djejgzEKZpVwpLOT/EwBPQIZjpAUiS5GUtDGsdMXyCws5JnvR1k9O5emOgeLkhVUD5l5fedB/CY9//jNQl5/o4krl63hh+puMpxSakdO8f2Bs1y9ZT5pehUjkzZ8DjsjGhWzZuqZn7+SpuZ6HL0jpMRF2XhZJTXnajg+5uael79iZmEKLQcuYLdNWRG7u3sA6Ovu5rUH1nDp5i107f8O0dB5dl/oxXXyW5YuW8+Rk6eYUTWLhto6JidteDw+Nm66imsu38BNt9+IP+bn8Tsf5qbLkoipqxgdcCLPTOKypDJ+OXWQ7p5dpAkdjAlENBy9yKOPPMK424bDNYpoXAIE2H34JNdduQFzsJs1ixO57eqF9E9IeejWDUjUKsLhQRIS42i4eBGxXEZvbx9+v5PxcQfxCQmYx0YRCkXsO3KWoz9+TXl5Nj6vmy1bL+erz7+hv3+UoERJQYqRsqI8ZhQXkJY6ybzld2Af3ENNtY942yDzV69j631P4vX6EImEONw+lt3wAJLjp3C67MyomIHd7WDLvGJuuv8mbr3vPjauvxzzxDCnL5xh27bP0BpkvPfje+j08dw7/26s0QAW8zjPPPsUV2+9+d9q6n+86BMT4HY5SZ61hjuMGh787hFKcopIyLXh3OfE6rGhVCppDDQRCoV45pN/kJaSxPComYkJM9FoDAQCZMMd/POV19n5w3bWb72Uh3776BTWsL2XzVvU2C1mkopLefnZ97D3jqHLi4OW47zy0itY7XY+/exnstKS6e3uYVjcz282ZRCnLWZGnp6LnZ343DYuWbcOq3MK5rFr117S772bQ8cv0FFbi2GRlsaa74n4d5CVl0B2dg62jjEmPXYUGgMrFqzj6OmjxIoTKBJlcsTj5bbwEC2TyWRfNp3SljN8Yg9y7sIJhrvaSFKJUeWVEhUKGXG0U/vzRa6crWNvjZhS/RCTQwouWILEhq4lfX4fMd0MWpq6EUn9zClbxMC4H18kQFtLB92OEXzHOsicfTmHdr/Pn/8wm87RKFLxME5nhMbmYXov9LNi01JSy7JRS7SMiOvIzU0kmn4Fe/ae4/rNqxHOzObAc09xsjGKIagkYtBxcN8htm5eS1KGgK5TQoJnJYwqRiitKGa/+QfOtrxOLBYjLS2NoaEhIpHIlD0TIdk52TiIkJ0sZtaj+3h5cyKDg+1IJJL/xc0VjUJuxY2kL0ml+8ReZK1n8Hrd7Nn+OYmxZFqPfUfV8zdh/tbMyHAXocZ6/L4o4pw8dvrr6NvxGQCVldMR222I/HJsNhtGoxGPx8v5l14hO6eInoYAdWo5tv5jVFZmc+pEI56xFjzey9DpDiGXqVGbfIjCUmRiM0GbHXPMSMdX+ym9ZJzhMQNaTxE9CUL0JTJM0TEqi8QYDceJpBtpaz2HNRRB3xqjVehlrnYSV58Pc3YOhv59NMldCINR0nMDHO5UMmwL0CaEnP4x1pXL+eS8ibuvn8VjL+wiQa1EppSRm2qkOENCwy9WlOIwqyp1eAedHOr3cWFUxNVFhbz/+Tn0CWKG7P3IY27m3fkwHa/3Ymkf4YcdJylJVOGzOXBFojT0jRINKem7uIOfXruXhMwCEnUidu2pJxT1kFeoIB4j7cPjvPbzUe66ajMdna0sLNCTl5HO3CIxAbsdf/AMgXA758z5fNkyhEGnQ9o7Fa9iHh+HKCgUCiKRCN2trTzyp4cRKYWsLCwhpDRTmmtCkrGABGENRw/X8fa7b3DufAOL5s0hyZiEPslILF7D9Vdtpq+7H4VQwv7zJ+kZdlJdXc+hI0cRi6W8+rcNJJnSKF04gzv++BqBYIivP+3jzjsuZ+miMsbHJhibjCOCjsLcTC7Ud2OIU+CPCDmy41NWrVrLyZMnmTdvLlcuW8Kbb7xMMBBGrZZyofYivbp4phcV0DXs41jtP7mkqpJQ84fsOHSBTzOe5tOPPuHkmZMEA0F+2beHq67axNHDB3nppZdQqVTU1lSjK8xG4I5jelkGV14yn1e+2ME1M7MZVZRjVvpobOvCYpng7z/9jZJpJdidbv7w6BP/o6T+x4u+2zvV0X74jQ28tulV9FoDybo03njveQDEYSlxcXFTDT+BgPEJM7FYDJPJyNiYGY1Gg9FoxBSnwT8xgUoRxzNPP4dIEkMj17F7/1c88fhDdHQ4mCYyIRIKiUrdHDlSw/rMZcyU/UJXfBrP/GE6Ym8TyUmJdHV18fdPnRh2rECnVzJqHiXelII3OJXnnmIysXXptxw88yQ26wTp6ek0d7Qxtywd86SQfYdPEovFaIjGkEgljI0P8sN5K6mmDMbO1WMXjyFWOTiWW4A/Rc5Eax+Kc8144g2EB7pYbVIyJO4iIJnLnPFuDnQO4HLKiF/yAO4P78FpjafZZ8I+7ie1ajVffbCN9Kwx7D4PufEmmofGaGt3I1W4EIYViIRjuCZcCJLbuKzUy9hQHy3NYRzJE+jirWQVahnomoHb2kRjg4P77p/L9vd+4I7LLyUhTUF+zlZ0qnhue+oMIqcN/eQkA8OXcP7kNq68/UoyczNIz7fi6jShWtVLY1sRkvF+opNhJiYmMCYkEo2GCAaDiERiIIxKFM+1j/wFuTGRdx/9DbJvn/0XVEX4vwi+QCBAGb8K7R3XMuuqOajekrP7tX9MebpFUn45tI/s7Gx6Dj3PyHAXSr0BgVTK2idf5L3ZOUQikalwNYGA+vrGXz9Dq9USDoeJLy5CbdWSmhJk7QYPh7/aQVQeQK0QsiQRxr2tvP7GIDdeVoalvo2UBBH7J1O4NO4EY8TjdjdTWCXFkbiJk6fdLJ9RQOGAFeFIKao4GeGxLk6VpdH5cTeuOBn93VJuuF1EzCYgGJYgsliYEGdjjAzx0NshZsfDZrONFJOQ/py5XJ9VzSvfRMkSy5hdDvqhU5RnKHB0TeAVx6NSu4kSjzJFg2rCyXBiJWqdnNm1LmqtEb470ciWVQvIMQo50jJBdlEep8/uYPmsbKoWFNBYb2HnwaMkpabiHR0FArSZY8wsT+brw/swJUW598ot3PzIM0y6IoTMIQJJididg0RiAfxSNQKBgL/ffh3TMuKwq5MYqD1JY+tJXj5mx+tpwOEcZ27VdIpTU0lOTCcWchKni0Ov1fK3yy/DoFDSbHfyj2++5S+P/I6wwIEyPY8//O4pqi+e4GJz269JnjaHi4VV5Vx9/fU4REpauvehCch55PE/IhAKifqDlOTn8M2HL9DU1MLPZ7oQhpRUZZXyhz9nc+dDj7FoSRX1tc1sWFOB2b+AktICNBo1+3YfJl6mJLc4k7bBCAsrEtDqtIQDUTYsKyElL5E3tj3PR89/Qr8zgHnITCDo5fCZ0wiFQnQ6HZ4td9J0sJf2QSdXPvoP7vnN/Tx4//3IlTI++ngbqURZOLOCV199meXLl1Cmr2Cg5yjbv6hlz6mTPLm+BL1YzplTjYgjBXy0/zNmVs7juGs/biFTMeU6Hd5/DXv9u/UfL/oAuZnZ3DjvNh7d+SBipQhf2MPW7KvpFLeT6sulZvz8r5kfkUiEKzZfTl9vPzKpnAmLhZ6eHtx6Hd/t+YJVSzcTC2g537CXGZWz6Oqu44a77sbRFuXFT54kPyGH3tZzpOdPwx1zMF5dw9ann2LQacXny2b/2tnc/sCLnDhwAG/Iznj3VANRJFWRmZODezKTh69ZyKtfPIA90IPD4aCsrAyLxcLu4xdZMH8RX3z+BX995Hd0jY4SDodJS0pEoxBjEKpIz5fgjsbjsEcYdA0zPa2AcO1PNKr1MBkjf6KGTlmMFXOn0xs+jmTprSgvDpGmneTs2RrGorPJW7IcqaWHnMoJmgarKZy/AnPTT8QpNYQ9DWRkrkDs2EnVqtsYHenBMuxHnq5n+ZXrSQx0cXpIiCjay4Llj/DSM/diSi8kJTLJiLWQmGCS03UBVOI8jndUsFApQ+zTcGCkhiuvTGJwj5bulkm8ts+567ZrmbXASby+H8ugnwtdzXT0HSO+ZyGfpYW4ePED5BIFqekZnD55FACNRoPL5cQVnGDvjh3cfs/rXHHbb3n9yd/+mtwIU2JvMhpIW3UrruEwwrFTqH+xMn7sOK1NTcQbk4kzapmteYdps1t465tHkEgkOMzjrPtmO9VvPT2VnqnVIhAIsNvtv2bu5xdk47B7sNvtLC3KJy4Qxm87yERLPAuXlTK46wDy0iTm/H05XRYRh/eFCAiiTAhlnDzjQpY0gUCfRFpJJZaxISyOGEc/H6N4mh5lwI/Ll09quhKVwIIjbQV9x9xY0rOp9J0nKVFK32kvxQv0hCYUnInlM7PufY7vDbN1SyIXj0/w+Zch1q9azMIFTry7I+TqXMQXLydT7eWd71sQm7Skz0zD5ZATcpjpEg2gSTXSGckmObOI81+0sqbMhKVXgFQsZM7itVBdx8zyTHraLrLjZCMZ8WpKq+YjUzpJSExEqVOh8RnQqgSUKQPki9w8/2YTer2B0rJJcorLsNZcIBYLMDRWQ5LWgMvn4kzNBeRSKdt+OM3q5QtRpDmIHjzPs6Px1A/0kGYy4ff7EYnElE+fwftxz2JJDWPU64g5xnE2qGg19KJNzESh+ImX3/onn7/3Pl+98zOHfzmCOTTOzIoKnHY7DvsEnd0dnI+TcPPSMtSzL6X+TD/3/9drU4N9cjktjY04PT7WXLKapTMSkYnNqFQJ7PjiIx64ZwWfvZqF138Nd9/3V5asraDF7uf2uQt57+0XOHmmhlkF+SgUOmTibp55+yhSkQCn3Ydzop3ejiNsuOUebr/pBh7663PMrZrFg9c8xDMfPcvIyAgSiYRrVi/g7m8/4uGHH8ZutzNv3jy+++47snJzePPN18hduJjxHz5j586fsNlsJC1I54PDh+kcHGJuXgVfflZDXv5antixDYfXx3VbbqAoYy41XWfI1cSzdcH17Dz/FXKlnAmz+d/q6X98tLJAIIhtqbwSh8LN/tN7yUjNYNwyRizM1CCWx41AJEAul/POWx9yz323k5mViTAG3b29CIVC/P4w4XCAzZsuY2TQwbh9hJHhEeaXz6W+5yJbl2/mk5+/IDU+nfP7zjBuniBrbhaTw6MkGJSIA3qiRgGCUBRBqBq/dBYJ8YZfQ6VgCsi9ds0ywhMqjtT/QjQaJRoBiVSERCLhnnvupO5MM5dfswGNSkNyIMLBumEGfukgECdk46Y1+G1p7K15AKfXQNniSjqHWlgcH0fd2Z+wSETMS5Ii0Ip575STEm0S6kwtIuNMju/7ieVzyjDqDJjdQoSFi9FYzmObHKS5awCP04VBHmJaXhH2YIg7fnsHxw5WE3VHSU/x4VTG0XWuj8HBi8xfcQVH935GStosNm7eSFffpwS907CY/egL4tFFAkQlyRQVzKVll5lYQYx0eZT+LgVC5Si1zReI+Ixco7se/Y0GvBOtSCW/cGR3GtbJEny+zxicGOW2RW+wffwphjp7cQZc2GyTCIVCXC7Xr7v5az48x5y0AGrVPO5ZpiIUCk4lDwImgxGX10PFuhsIOIdIM+nJnz2H/Z9to7H2Igsvfwyn+QTJojyydVfyzckbsUxMIJVKQSIhFgoiEghJMGVgNg8gk8lwuVwYDDpkMsXUn0pSEk6LmpsXqNjb2cI8t5VNt21E2DnMWUMSSmMfznYdf//6JH//82qEgTGiESnOvjH6h90YXCK0JiWHLQGC4iR+M92IsqgQQ/duJPF2umNaItFCrC1iIvJGlKpsxiw2YuIx5qiFTMpDeAKZREMn8PpElGQaaa0WI7RNENt6K8a49+hsiCM0kcWZ1gbkxhl0D0+SFhdh0aIi2ocC/HLoIvPLdTjDSuQSWDi3kInTJ8gsVZBbVoBlKESvS0rb6WHqHW4iEQk5WVnMKFBzurmBhvpxIjExaoWUdcUJdI2PUu7xoVTK+HgoSESmIDkplU2b1vDFp98wPjnJ+gITT967ht72Dk4KM8m0mZmt7uKcKwtTfhENR9vY0TeMLxygJKOAhp4Wls+8mn/88QakEwY+O/kNG1dUkrxQQ9uxNjQls6k+vZ8Eg458UxFbbr+d+uZ2ppVOw+Vxs6qqkv3HTnN5USodYjnz5i9gzpwqRjvP89pLL3O+109cnJIPPnqfoaE+fF4/nnE7MW8NAY+XrcvX0tB3kZzcJMb6GgnqZ+ImgY8++Z7u7mHeefp+/vDsJ1RWTqem+gwJpgxuvuUa3vz0Ey5duox33vqIeIOWUCjGiuVzOVfdzCcfv8vR3Scpn5ZOSlEpPo+X0dER5i9cgtPiQJegobq2jrfeeJ2enk7a27v54IN3WXvpYg6db+e+664nLTOTOKmcUCzMZYtvIEXq5aNDu+ju7yEWi5EQH09h8TROHDuISKEmWZ7Pxx+9zs5D23F223nz+3f/9yRnKWQy6sz1KDRqhAIhyYnJWGyTCMTg9EylbH74zAcc2nuEGRWLSU9LwWa1oZAp/1UuEBGLhdFq9Rzedwib30OcOg6hMMb8vNmYB8aob65mxswqQgEHf37jCa5dtwGDPZWYQsLOXUeZuXk9J77YTntDCwU5MlbPVxEIBFApJKxeUMnoeIiW3l76BgaQOxWIxWLSMtIpy5nNnkM/oY5T8um2L9i0/kpeefU1Bgb6WblkCcbG6ThSxLS1XkTaEiIhqYDTvcPECUcY2NmOQGXEI/aiiOYidDTSkbaIi2c7qFrxO8wDZ/BE5YwcP8h1V1/LN1++z5xMAynz1lBzfBdzZ8/i9A+nmbayEodrgOw0I9YBB7rkbH78Zjd2+zgxUznHvtzNyg1lhAR+DBkZJKeYWHj5FtzDUVweG+P9UF9zkSXzkxk4UUeXMAm/dB/WwZOMO1YzdmGIafEZGCImmrvjyE5fzJy4mZyMHmXN6evoxMJYl5NLr89n0lHCtgPJCJUyDoZfYnigG8voJKrkYrzeQWKxGJFIBJlMxjXX3UXDR6+Qtr6Co33fEwoFEYvEyGQSgqEwi+96mEBLDyNjbSTnFRLyOPjy+X8wPDxMnC6ehpb9eHvq+euhN7hq+Rwyi2/CMvE2YrEYU24u7vERXDYno6O9SKVS/H4/abn5pMZr6ezqIT0vF/3SmcwXF6IWiJkWcrJ0xWbq3CHkKVZM3dU4zSpsXiXRaJTO70+z6poZVE/KqGseo3bIS2G6gb6zY6xanI25x0JUO4NI3RBUDrGjNohJVUlMANFQH7qYE/XCefT+/CaJ4jiS80S0N3gotV7AHyfGU6IhYgtRdeef8A8/yWGrkjlFybz3uZVH/pjD0DvNRH1WRCmJaGQxjp3pQ5GQxrzKFKpbLLhcE1y3towztUcpy0yn265hpTGet77t4YrCGMVXzCO+3cFPhy4SESl4+4tDBAJBUlMSicQkzEp2srg4SK3dyNzVUS5WR8nxeqgds+N0tlE17W6+FInQ6/V0+OQkGEZIu2YuPYeFpOvjqRks4Meuau4o1/F+fRP3XHMJ2w9W09DTgl5vYHh4mONnzrNu/Ub6d3djHtOTZpnGm599jCn1IOdrO9HHJ7J+aSVGQwJicTe1F2u5547bKM+SYPZXMFR9nkGpjzPVF7n/ppuJBOxMBGQIBAEWzp2NNzrAmZMXuOLKzfzj86fo6hugJDcJt3yIrrp2Lvae4dhHl7LrmBNhSgprVq5Gtk7Ohx/9SP60HDKyMjh0+DhHjn3NXXfdQfn0MkpzJDxyzRVYA0OUZVUw89JpCGL38OV3XzLYZ2PT5Ut44h9PoxSB1Rli0YLlZJcVYJ+0YXVMsnXrVTz22GP4bAEe/f1jKKVPc/Z8J8uWLWTf/iN8et9DSHwjpF+ax+qrb8Xn9UzNjESiuN0uhDE//kAIgxq2Xr+C6++7mvz8fMqyyv5HTf2PF/1IOIbUJ6dh+CJ3Ft/Be7XvIxJLSVDEk1mSSUtLC+988Da3P/IgGzcvpr+/n7yCAvRaAwqFgkmbBYtlgkWL1rJnzzdo4zTMLJ1N52AH7xz4iKWzrkSl8nP8whHUahXHTx8i5vdSfsRCwnwpidoEpHY7cRoNz/zzOUQiEetX1hMOh9nz9UPkZ1YhkxSy/afd1DXXYDcrUHn1vPTMi+Qm51Ld8RtkBug5OoguK8rFxvN4jUY6enrZPbofvTcVV3CcyYODyJUHWbpyGRvKF/HKtucYG2ykeHY8pi4HnzhiTDdbmTVvLkcOfUZ2bjLxxizGhS10dw9SWj6HUaeHxKAbY3yU6poaFq4vwIcIVf5KhtvrMJZU0ni+kVRlkB5BPNbDe1lcuZaWi1GGR06TV7yCfXtPUVaRzXBXHQ7XEBdOdyOVyjhwdACRXI1c08ddt2/m++0hKhWrScgZRODfg8fvIhaqIyScxccdz7Mk4VpO2U4xIUhi04qHaDk/Tp/9HWYXORGnzGb7kU+xWW24Yn685kY0Gg0CqZTJ8Qm8Xi+xaCr3Pr6Z3191FcGIF5VCg1ShIXfBWrpP7UCz7ko8gy9xcddJZoSF1NedIRKeqvWL8tcjGjlERk4anc11TLv8NTSRCMMdSnw+H78/cpSjB6upe/Zx+pobkEqllJWXMzA6Tkwsxe/zsXz5tZRklOBwdDPW4kbmSeVQg4OfT/xIYUEia4pL+WZfCxnZIdLSUtnW0k+uU8sHHxxCFPOTFqdGa1SzPt2I0mNni8yBPt+Co243mbcvJ/VwHSN2Aar8FIqyezhnz2BO1/dsLtXT0ydk9y9eyhKjdMb5aJ/UscQup8GeQNn3n9JSXMDghR84OSZmzdI7mWgfYPPaQuKcOt7cM0l5RQFjR63s+eUI11+Wy8TEJOnp6ZyoH8HmkXP72izaxyI89/oJnrznHxi9fdz4zlsUJOZjMQ9iHhsgPt6AQCAkHI7xX7dvJtjwDjMLK5jpG6dxZBBr0EG7M4ZUKkUgEFDT2YHNYScYDKFQKPj6hILEk6f4y7Z6ykoqGOjvobS8hBc+3o4+MQGf24BSqcRmtTI4OMioeIwfdroIKAZI1Gs5dOIYaZVRzp1uRBM3QnVrB6VlZTyw7xDXXL6JHd9+yZ133kBKgpLi8lLkaTO566f9BINBYrEYfW1naeixsHrFEmpOVnPjNZv58OWX8MWM3HHb7YTCEaLRKPmFOXzz/S6cThdbl8/j/Ckff3l1JyXZqTT3DHHT5g2UGPV8cKyGrNRiiovz2b9zGxNj4xw9eoqemiI62zpJSU9C7ZPx+cFjLFq4iC++/JlH77qZR/7yV/YfPIlareS6G25g51cfsWTjpQz29CONxfj7iy9SUlLCe9te4JMvPkPdP8oDG8tZev2nCAUC/vDt58w0GrnfEKWiIIELLSFUKhlul59QJEJrRw8avQ6dTkvQ4icnK4tDhw7RldX9P2rqf7zoR2NRuuwdyKQydHN10AqxaAixWEpHRwcAbWMdvP7uGyCYSkS8PO8Spi9djUvq4Fz9fvz2URYtWkbbxdPkFhSQn3Y5vvDnnKk+xYS/B0VcMuuqruB003FKy6fRZ5lg0+xM0vKKyEsX88PPR9ix+2skEgkmk4miOZeza/8uUpO2EJ+fQ9DqpThVz9V3vI20TUdoWngKwB2JsjxjJhMjFkIlQlxjh7hQV4tKpSIvs5A0fTa1HecwJcQTDIbQxBlIGrASnj6BXKUhKy5IQKQnUuBng3E6R851o44KyC7JRx7xcuzn7ymdVkTRnBxwShkeG6B9YJDCJCkN5xrIMZpQ5ywgyTtB38QA2SmpFGSlkmuEYOcwroAFfdwEy+as4J0v6tDlKBlpCCCLyDC4W5GVFKM1JXPFhvlse/VbKjfOZvmCxcTHDYJXhTe1ldGRMWZNr2D4RzFdjpOgb6O2+gyd0hZu2HIjC2Ys53d/uoH4RBN5RWEWisAv97Bxyx18/NozZGSlEg1n4Q11Eq7czH2aUk6ce57u4UMMflCD22clLTmdQFRKQdliLnn6LUYOLeWzK5ejlogonT6LcMwHAiEpiSmMWcZx1H+HVBjBaY4i8FnZeNv9jH29j2M+H0KlCkFzK3evXcVxhZa3bt9ATCBgZGSEZKORgZ4e1l16FbOKrHz59Rvk6IKc6wpRlOql50KQu7Yu5cfzbXT5xCSkaWhqvEDQBdGIkJ+ODRON+sgzCAgIZOg9XrKFKUybp2LanIU4/ScwPLwOoXAlSblC5jonOGcd4YRbga9tAElliB2uNBJ7nWTPK+Pn8x24nGbyciWccGawcYaPIwc8zEucgTqumgOnU6naaCHSMMCpqBO7QEb3pI+5/g5aR6ZAJguzAhxLUuP3eRi0WNHp9Hyy/RwZJh1tLiOJWjnvffQTOpmWr/afm3K7wdQsjFLBvUUi1mnrUNywhL17evjym1aeuLuYzF4Ldr2C9pgWgzrKjo8/Y1mJCY9HhE8QoDjfxNGOeBTSerr6OojFYhw9foJrZuazq2OM8+cbGbYMMy1vLufqD6GN0xAvMLF0mp92qYRPawY5fmaUqqppfL7zJHKlgpaWFsLhMDv2/UR7RxMv/eleGnr7cTld/P3vb6JRKRGpxWhUcry4aOzs5fEnbqBy9mwinj42zJrLeY+UE2fOA5CRaiQagemFmSCXc8uWLbTt2casWTN45dp8lv1+O3dftooJkYI3D55h584dbLnyMtR6Azanh4XzZyMPjKIp0oNCy6QuCVNQyseff83ChYu57Z77ONt2keKcVBatXE9meiZirZEEfTypVUaS0wuQSKWEQn6GuwfZ/e3PON2ThAIBvN4AhcnJzJ9bwKkTTbz8Yy0yQybR6BB2hxepRIzRmACxCGKBgO7uPl7qexWjwciVl1/PgSM7/0dN/Y8Xfa1ei81mY9G0Rfzz05eAqdH5cfcI85ct4/iBA7jdbrpbG9FqNcjlcgpKcok3mcgTF/BO7XP4fV6uvSGTx65/hO/O/8zx5s8IeKZCo8aGulDLNTxyy6P86Z4H2dvSyKeHj/Devj+T1DqbrRtXMjHpISu1jHfeWcXjj/+ZV567i9LSfO6573H+9MwllJoKMSW14gsICOa6kHqcRGRpCKzDDLqEiDXxJGeKGahrQqFQEggE6B3s5e1bv+NJ4f2oFSr83iA2q41TVgX+3Z+zpAD8KhkeqY20wizGz49hSoaZmTJGFEns3r2birJ8fGLoauhEJJQSb0hCNNRP8swqcppHOLK/nVnLwkxKs8nJjkM53IFY0s+JU266e2VIxAmcrpvEFuwjKV5HfHwCY24vXlUKguSZOIe0bLhhFWq/i/XrylG4m7FOlqGWWDDlBklO7EEZSsfqd2HVnSHqsBL1ibj90T/RdKKVvad3kjoxSkDgpkR5E5KUVnosFhQyE9HwVECez+/H6WgjMTMXxfAx3CE/InUc6Xn5bP/gPUTCKJMOK49+dx7zuW76jhyn3TZMQlY69u5OJDIxzXUXSEtJYXJykvzClXgkDkYazxONhnnp5Y9ZcLuOqjwQS6XMuv0PaGbOZe/LH/DdF59ht9sRicWkZ2UhjsVYu+F6mg/m4Z3bR0iiw+FtwzzUTG+fhLyMHFwxFWkSJXMLMmk810lBvpoFhdN48r1qLtY1cO9V6QgcMYacRmYpi4jTmtGm5VJ3LEiKZj5vddazqDCVeGEmMlMtYscSjp+/yE0ZeoaVJppqGsk0Gsgx+KjRidDEJKSaEll95wb+9uSHXJ/jxuOQ09yUQGKJkbyiYprPHQSFhkJtiDPBEOP+TKSSqSTIQzVe5OEIYw4HQsDn8xJU6VDkrkJhuUB7oJOCBQre+mcbMpWSgGfK9VFVksbMFDkLlqUypE4nFlQxY5aUGScs3DnbyWQgmWmlszm+o4GVlycgCI1x9oyXaRkZHLvQy3d7z6IzpfPoXct4+9tG/L6pUuvJkUl8Hg8uqZWrrtjM1iVX0Ds5h5qGQVyWUZztRbgF4+gKpMg8IiZtfl7500009McYGxvEYh3ilcdv4odj5/jnJz+hkEjIKy7lqUcfoLe1iXZzG+3nmth3sp9EoxqrUE5KXjHPP/4MD92wkNZtO5mWZqDH6iNOIiLeaOL5v97JV99f4HR7D+Wpqdw7dx47m+uJRKO8eeAMspiF3Ow0qmbPp/p8PZcvncutt9xCTp6RYpGPvTUNBIIKAjIR6UkVzFm0iCuuuILLLt/CohUl2K1R3nzzn3jcAYKj42iUCTz0yO+QSaWkpaZSWl7E8erzXLjYRGKiCXlkqkd4SXoJZYvX0dXk4exYO4KJSTTqOOK0WgJeNwl6IxXFxbhCYRTESNIJsI1OkF5aQl//WSbMk/9WU4X/b4n3/93l8/kQC8QIo0HEYjHJhmQkIjFpaWlYBqfi+UuLiqiaXcWqVauZV1nJb9/5E0/+8TFi3hBLKjcgl4X5fte3vPDDO6gjMnzuScRiIVkZuSzOX0pR3HRe++4VyLIiEU2SYRmicsZizpw6xF/+8iQnTnzN1uWXcvrUGcbGxkg36dn/7U5evWEdjeZE5Op2Pth1iNVrVnP9jTeAcwhvOEpEm4SrrROVIMTqS9Zz91Nf4fP5EInE/OPvL9K438G6ylI0EWjvaGDMMojdM0yu0URDhwtL3xh5ejGjHR6aZBJSEy/laJMVp9nK3PIc7OYhXKMTGDUKHB4n1ol+evr6qDvezNUP3IghIx99QjlLypIZP99Af+8ZbrxJTXmWigKjH4UwgjfkoaO5hvY+C5NjQywqnUa9tRtvyIu0txlCSvbtP8f5mouk5FWSFS/lp231REdaWLahAKOkAalKgTlk55L8eLzj5xC5jiETRrnkipvpbj2HzeYimj7E0pJlFJanM7fiduzDnVNWSYmEWCzGcHc73WdO8cnOl6g7f4qfPvuUaCSCQCjBmJhDx4CRC/vfZNc/78J/4hAhgYAJsxlVUjEla25mwhrFbrfT2XaUwEg34XCYOYWLuXzJZWwtTeUrby8ihYKcVasYrz3Da08/yHDPVJCVUCDAPmlnwmohEk1m+eVDXGjpQykNk5BcxaxEI15fmPQ0EbkryymRWNm+8zQB9wBxYj3fH+hDJgkQbzKg061BPP9qJkaHSRB70cUmOFrTyMu7f2JX0xgaQTLnG6rpPvoljWYl6ZONaMVKFq+rIqwv5qFNxSRv2Eyvw8BDf7uM7MJ4hgpKsAwfQm3KpMemx+EexpZdjsES4chH71Ln0vB1s5/vGrwszVZy8lwnxVleIpEIfk0mTk+QUChCFIhGo8QDc+cWkpaWwUvPfcNrHzYQjYWIhCIoNWpWmdRsjNnRC8fR58fj629i31fneP/zGq5VuairFvHmoJYeqwGLOsQ/9oQx9+pxiKJ8czHC5+cn+OJoB7OLMjhVZ0UqU5CUNDVdO2HzoFQoSRSHmSsZQdnzDsuXZHDFpiReeexhUsqayVsY5Dd338CypUto6h2nEjXCieO4nBYU8ngO7j5NgkzKlZXZVGQr2fbxmzQd2cEnu/fCUIgZqy9j08qlOP0w3DzMhfPVtHW38NjrX0LAg16j46oVlaxdt5yeIQuG7PnIdEb0MQ+56zcRjY2zp7qHcDjK3n37EPdZGRw2U197kU8+fIO4hBhLqvLZ/u1+Om16jtaP0TXp4fMvd5GVm0htbS3r1q7F5TbzzVdHOHz4MM11p/j20xYcAgcXGi5Qe+ECTrcbaTTKjh27GR8dQCgUMDlpZdQxlUL6VXcTH3z7A/WDHfh8XpRKBfEGHT6fj+KSMgaG+ukd6yDemEbQYSHF40avE9N24TBhq/d/1NT/ePeOTCaL/fm6PxPwu+C0lMrfVnL1I1eRkpqKKd5IzcVaCgoKCAaDZKSmoVAq2X/wALFYjLUrVrB1yY0sXJ3BWFMyzS27+OLUD1TkpXChY5RoKIRGbqKp5yLLV67k7ZefZ9rsuTx1y9/44NB7CANS7it+lHOGfbQ1tzN7xgJefP0ZYrEYe77/Cct4Lx6hlKqJM+xr7eGT2jFeeumfLFq8GKFQygfvfYQmqZxvt/0Xu37eSzgcJkWfRFAYJTU1mQXq+7n7wWxe2/URP+zbi1wmZd3MWZRZajk7bSmLWs8g1iRwsquWIpsIVdkMYmO17J2UUpQXYs9oCJNCCy4/GhPI1AkMD8nwK+QIFCqK83KYtJspz85n4MIJcudV0u+doOO8mSSjCmnYhzEvl1g0DrEkhlLhwD0mQiTzYLP50CjiaOnqoDhRSvegg3teuJqofS4CVZAfvtnDI/duQTQZwqLRsPv5A+Slv4xQNJczo63Mn74RZeIdeCc/xipLQqpTEidOZXZpKn/523P0dfVgm5xEodUy0NVJOBxBKYnDG3Kx/LIHOXPwfVSpBZTNuR6byAzpVdQ/s4X8vAKqbv8TdT3VuEaGmXfPXzj629uQSwoY7viBaCxGQUkRAnkGi8vTmXTaOHb0JGbzVIq3WKXBEKfE8q8wN4lEwqYrruBEr5K7frOCpfLTHK23Iw9No773JAaxALulD0/URcX0VQhkIepbhiDioyzZjM4nY0+LGZdMikaRzMVzHVQUGrhkfRHTrAIEMglv/XCYHrmR+QYpOk0CZ6xuFiaHSTQlgT4dTziRuWXjnKtxUJ6dxGiPhcmQn81XbWXfvm2kzlkO/aPsOb6Ha2Zk06lZiaPhJ5IzKuja9SUX4+I5WDPBjFwjl8bHaPcOsKfPgN3uJj4+nuHhEQQCyIoX0muJopBJuO+B35CbV8jR7d9ztPEiVqsdjUZBWqqBknCIVXILDoWCfVEDBr+cYbWezd5O6hRSKhPV5BnieOyImYaeAZZVlRMfsnC0y45IoWHSOolCoeCSqgJq+x0olUrErgliQTkmvZDi/BjZpVcwu7Af91gede5JLD41Oo2atOhOLrv8ec73uekd6OOXPYeZbhLRZvbyw76j5OZms6hqFtNnVOJo3Uf/wDCmlDzaHS7aG3q4ZHYlZqmB9tZG0uctYL7iMF3jJawzKVj7zDZmzprBqpnlLMuH7xoGuf+BB+k93U32kmzWLLkNqSpGJBjBYJBTHK8lb1o69V1RzC4LOomamYvmcuvGKk51jfDJhzuRCOW889k2GmtOce21N7Np7WV0D3WzeE4VYi90jtejUGeyuHwT2dNT+ezz19j5y178/ineQ6LRyLjF8qvl3O/3kZeRTkffVISCSqlEoZQiF8uJCmD1mtVs3/49ycnJjI6O4vVO9bv0WjUqgZ+OMRs6nQaP24c/8O/B6P/x5Z2irFRSFyQRbDOyU7ab1/7yGmq1hluu+SPu7g68VjfxKUm4HXY2rLiEv736PDKZjGAwSDTg4g8vP8ILic9Rnq0h35LHJesu5f5rHqJzrJNnX32beGE6Mr0AtyfMEy++zIJpM9lR8zPt7e284/0Y67xxLtQOc7HuJOXGPB5auwhfcCZfffA0O0+3YjAYmC0M8NHeL1k2IeTH979kXnYJQpWUd997m47ODtwuF2q1Go/bzaXzV3Oh7TABv5Buydt81/o4y7deh1Yq4YsfjxDfMcGP1gjrcr24jHI+P1CHIU6MQymgtLuGUSlMhPxoRkRkp4kZdXpJzUxk0iMkMTODiowSGjov4HAFOLh/P/Hx8QjDQqbNmEtnbzfK9Cx84S4cfh9SYSIF6bns/PJ79AkyUrPSkY9ZGPbaSMrMwjoxxB2/vZ+nfvcUJXkVtNaJiXpc+IPN6ONF2MaG8VudVJ934JaKONqxiTtueJR//tez3H7LTSTnBNn+8ignLW6UihDaxBGcXjdOqwPLhJVIOESGVkv/v/YdYWJTuD1/gGAwQHr+OlqON+Jz7SIlvRq1Wk0sJqD11FHaj+1AHBVyYmiELWuW8frrLyGXyxFEY7Q3t3LTqx8yfuR56i/WoNWoMJunHpkjfg+oFVPIPYmEiooZ+P1+TMEeWk5nkGiI4gi60CZMkO710NZ5muT0TYwO1fH6RztYtSwZeUxOm9tNeiAHRZoAqVVMX+MAV1cOoqsoodVi4+vdo9y+ehGnqg/R4BExK01L0qwZtAy5SPQN0RlUMeaTYYqp2XXse5TjCRg1bhRuO1lxQYSRAnzyCOkjZkqlp2lwNnP1oiSavcXoer6mo99NxLKbWEUJbUdGiETCKJlg70UfJWkCVFotFosdEPwLshHD7pr6odNMyVgsVoyJXmYuX8zZzhZWLzHBoI8ZaXY6eoU0jwtxFoXoarLTO2EnNTWNj9x+Si9dzZed7SwUyDES4dZ5qRjsk3xpDZKYlkiCVkut34dMJmfIKyFRECakUBEZ6efZ3DDG5SYy03ycG6tHkziTCbeck4caCUQj1NX3sXFFEvE/vkkgpZLwuJP8/AwKCqvJsV9GVnkBLouTeL2MrpM/kT9/PfK4i2y++0be+a8XmbYoh+zpxYycb8LtmiTS28e7tX2UligQrfwt0/N/ZPGyFZw4fYyGhiBrt26l7vRJWjq9HOw8jik5gZgwgNGg4/77bmPekgVIAu3MXfEwiUYNfeYx/KcOs3rdGpbPM6GRmTh14DDvvPI8j//5AbR6E539Y1xz9SYM8alIPDLWZczj4x+PMGTvJdBiYeO6yzl25hwOhwO73Y7FZkMsFiOTSfF6fSikCuxeLxKJBK1Wg1Isw+q2440GCQcDtLd3EgqGGB0dwe+fyv9yeezEqZQMev2IxWLSDUnkzVLw3b7af6up//GiH0XM08/8A7fbg8thI1UTx9PbfkE4OEFJymJuufJaTh+7yAVvDa9ue5tYLEZ6ehq9vX109PWwet0adIMydvV/Rs3ReoKKGGFbjB5bFyvKl5KtW8OnB5r4Yd8Onqr8lnv/dA11X47T2dTGsYQdGPSpjI03sXrFKtIXFKHpMbM4ezV/OddHLNZER0cHXUIhxue/RR/xsXzDJTicTp6952Hq6+uIRqPIFQq+fP9n/vi3eznfXYcsFCQlOxePzY942M+Omu+oSonnj3dtpL9PxhJVFhaHlQKlhFkl8znZcoItV87j9fdOIS7QkV+ZgkEcRtnRA/EaVi6ZyU+nh5CH08iQOThQX8OMzZdisyZy8dRZ+np7mZgoRcMY/UNecnOnIRNFEItifLvtC6qqKjjR0Ipv9CISqRy5TkR6spGOhnrqmy/y4KN/oKvvIOll8xm9+CESbQJ4c+gdNBMYEpKal4NM0UNHtYEvT29j2ZXJHLywl9T+MEPKeFavkNJqU5JWvgxJy2m6uroomTaH+toTxIU0VM1ZTFdnE1ZvCLFfDKH5xGLvM3D0dURCAYGAD41xBmt+dzPfP/cs9tP7KNx8BzpBlOYLZ7jQOkpiegHWCTNVuRsQlM8nZ+Z03nr6DEJZHOb+rl8ZukKBgIDfPwXDiUYRxuQM9g8xYZ1AXX+Impx5XLLiGvJ8oxxTdqCekYXKHeNEywAxlHT1OClJkCC3SaiLDeIMK1FJJpiVHofLGiBB4GbzA1v53d8+4OXv97Nuhpc1mclsmZ1Ch0pMi8PCGr2c7HnxfHnCg8fQwt3r5tJjHsHlzmWg20JwsoWEhbkkB/bzsyievqcOYi0wculqEXNGR7DOTGC43Uv9+DiTrdDRO4RMIWUyrCc3J0D+dAHb9/uIRKJIJWKUSiUlRUaa6vvQ63RIYm46jh4k2N/EZVcsJD87iVUzBHw3PMr33RHcLj8aqYll3knWhB28JxQyMDjApFpB5PABMgoLqO5qJ5qcQqpUQTg3yLyUCE6/D6NOQVJiAsFQhKGhEYSxKKHBHp5ZnEN5Avx1l4e7/34lw+09jJ8b40xbB4SjzCyvJDdvOgq5n/39fcxNH8SQlsryQjlDx5W8tudHFq8qoqQymdJEMfaCHDJnxNNruZ53PtjFqdp2nnpoPUOaJP7wYBELl+0hXRlDakhn+qL13POH26kqKWK4sYHTp6tRyGQYC/fz3TdnEAlFSOVSdHE6tFoJLz+yhGMtA3iWr0UsL+CxrZfx5s69DA2PYrVOohpuRllyDSKZlT6rjdDgAEJJlLvufYFlC0zodQnEqZR8+e0XPHzHGzzz56d48+M3kRsSWDSrCJfLNcX/kMspzc9j1GLB5/eSYNBgtbrx+wNTLqRwALE6jpAtQnFxMQ0NDTQ1NRGJRtDI4gAhXq8HqURKVBDF5/NN8aWjPg6e6f8fNfU/vqY/OeHBaR9HLBYSDEVYmp/Btx+9QE3bWZ4/9RJ3v/Ewp1xthEN+7HbHFPHK5cZkMuEPi2loqGfP8EHee/9zfKEQd8+5i7EJM4cPH+GjH97GLq+lILeQUCjEvjc+YLy/C9W3P/PCqhfpSRhluWUlFouZ8+drECokPPzxYT4eOsH58+eRSYqZlp3Npjlr+fTLT3j/hz2crW3mzkd+gzMjA4NGT1Z2NisvuxHbhINwOExrTxsLll5NVOJkbX4JN96dS33LGXo8bmwuLaVXzGagtp6AR8Q3jWIuOPuZUVpEliaV+cUmlhUksirNwWznBEsK1aSp1PhsLmQBIY7BBuoHunj44Qr2/XwGq8XKjOnlmEwmCvLyaR32IlUICXrsyAx6MtJMFJfMJidTgbW9k1A4QnZFCSuXFnJhXw0Z6enkJeSwfGM5LuUGTu4/zYjVwFB3LzGvje3fH+CX+oN4ra1M2CQoSwJkzTRy7YYAmVVjLFsfZvEqOwnyEa5eWE2eVMhoe4yAz0Nz/Qns9kkO1h6gsfECNpsdvUxN9vRyhs2voo9PJC+vGJlUTDQaoe7s+5QVTiNgteNwWhj4/n0qjVpcTefp7OlFEguQk5+JMXAHMxffhm30KE6nA5d1DJMhgYdveZg7//YcACKRELVajUQiwR2wAjHUKhUej5Pp8zOQpeXyZaecK27MYHGWBA2dhMUxFAopGakSbGZQhu2IXBYKU6YxY2kSgkiM/jERp0bHefGf77BC7GR+vpqWQRNtZjvf1/Vy5uxZNNIgDfoUMpNULErQ09UTpTegYb7OziyDjbRwkIT8eYhkUp5/tZXKmU2M6MWIgzB0opPW9mZmC8OsWTWXS2eksSo3kQRTAkJijI1O0jMu4dPTIWzjFgDGxseRSkT4xtzIZQKyMxKZkwDlwkksY518/uI2brrmMtZWxhMWiJl0+BmdcDPmHud0l48muZgbFqdgiFNADJzRCMGBbqQqLa7+EUqNMoRBP56Qj+ZeOxdq+1i7ZCYjIyMkmhK4Oi+F64qELFE1cbDHhb/AwDvbTrFlRQiPRYMyYQ4br1jHmx98wcWLF6mpaQeHi5c/9fPn57chC8cRCabikcpo6h+iIC+BCVWAzPwI5y7sxpiiZXDAyv2bF7Nv/1l6uka4uH838yuy2HzFcqJM8txz/6Sr30NjSw+d7Rcx6jXcdutWHLYoz9+SQGJyElarg+6+Pto6Bjhz1kpyLILYGuPHrw5wze3rWLcwifQ0LZeuKuPiiJXNm68mMSERiUTCw4/+Hokkh5QEB/UN9Xz4wXs8/ezfWbRoPpk5aQxPjpGXm0dHfQOvv/ohHo8Ht9uNXhGHNxRkZHQMp9OD1e5GppRTkpLAzJISrtywmsvWr0EgENDe3g78n7AaSWQKKkRMQCgcwjxhRiiEdWuWcf0sPWsKc/9HTf2P3+mbneMsW7gYQcjOI5fdyN6eOg7t3IFSoeSWS27DM2bDp4khsUy5ekQiIePj41yx+Arax9sJBII8fN8tCAYkdIa7OdJ6hN/Mu5b0kID3q3/mlXeeYf6s+azOX8Mf8v7OD3veQiiRUXPwaVq8rcRtmcOVW69i3y97+Oc//kZpSSG9g808dvvTfLH7OLeu28i84Spezf2GptYu/vTEX9DrdChbexDJxPT29DBp+YrhzvMMDQ0hEAgYGw1jTIygESo4WD+BRmukNNTA9kM/UVVn5OZbbuX0vm+ojZtgmtpHQUI5w2Mu4oMwozCGNybBJpzOHKGYvgNHEVRmUzKrjNLSVKQiPanxLuSxF1GI45DKRVTNWYB/bJBZs/Pw2MyIRKmMNpwnFl9AUoqGYauZ0qq55FYkY1TZGPFZ2HLLLCTK2ZyrH0KdJOLQro+5cs111NefpWx6BXLDGGWzstHEDWHt2sfhM06uu34JSfI+BN4cUkx66vqGUPfCrlPXYPv5GwoU3/PD+UOIRGI8Hi9isZjUtBzkciGjo2PMnFvJW198Tl9DFxsvXcLSRavYd9CN1WZFIZEzKo4nt2IRPXXHmLRY2PfzbqQSGdLgMD6fj3ufOsiTv93ArdEmAhf6fmUqL12wlTc/e5NFq5YjFouJRqPMnD2TpMRkTp08SbLchD/gJi0/FdvFEYabD9Fvc1E7fhlN7SFk+gHSTQHEKgMLF+dzobkThTSP/osWdGkVnNi9A4m+jJhRiu7sSUo3zsRe3Ux2igxDThU1gT1EBQoMygpMFSJ+3t3AvuJrcMbXUBTTc6b2LPnqbpJSe8lbqeH9Lz3k65dS3dDMiFtBQJCPPCTibLWdAuk4ZTmzWL5qGtt+2M8JWwShz000CvoEI039I+QJxWQZhPROivD5/ECM4UAAgURCT1svLpOQdGUEkUKNNS6eI/tOkH+TmqhUjN8bQS6X4vcLGFMomKPzIR7xkJsoYk7VdDp6RrFa3Ax0TJKn1/Lm2RoGBPFIRZCUlEZvRwdHTteTkZrM8PAwX4nFpCclkTJ9PhLlKKnjXuIMLo72JuPymvl0xwG+/vxFwgE/SYl6NGodAYWIe5etZed3F3n+7cOkmly0tXZw7ISDu+YHae10YM9YglGTx0hrHVtWzeHDd5/lfJePebF63j9Zy9VXz0NXOI3B/m/we/2IhAImfCKuX5XGtj09NDS2ojUZOd+v4eYVM/mn2YzT7WFGTjYvf7Wfx37/B+ovHqWqagE/nh/k0PlRVCIZm65+nL37f2C0t5Xvd//MsWMnOHG2mscevJfqhjYu1lRjnhgjMTERiVRCa3Mb7S0dRGNRPB4PUqkUYSyGWCTCoNfT2tEFsSkynD8QINFkZOklq8k0aPnxwGna+6sRS2QIBTEUKhWTExOoFXGY3RYEVgFKmYKIIILP5+P5315BVWEKX5xRoJX/+9IO/G8g+ump6Xz6p295++t/0G01c/bsWUrKygjZ/ZztOs0/73+ZO15+iNllZTy18M/8/q0/I5UKeW/944zm22keGOXFv7xGbrSYolVVKGJm3DZIm1HF04Xz0Yf1iD3nmSW7ki1HVmD1WxEKhcxTzMcVciFqcfD6Ey/xUV45x77fRTRehUAkxRObQBHXwX1Pf8UM1UwOmw+jUqm4Y/FKahwTxGctY7LnPBMTZm7dehXbtn/LHx96DK/Hw0SLhwv1cGbyU0wdB5lRYkArHyPDICFnzQzeP11HxBEBp5S8FC2xA3vQPjKdyd4oh6oF5KRNInQH6DCb+DkYT36XAGW8C5enk3BrLx+f6WPe3DmM210kJOURlYgYt8bobhwhvzwLhUKFw+1CrMog7Otn0uojMSsbXczPaLeAZGWY833DROIUeH19uM1aNs3VkSwdpuDmmxmYsNHUOYLe10j9z21MmyYmr7CA6gsTZI0m062cYG6Zj3/81cx0XQFBxQ4mtMkcO/ol8jglFotlSvCzsrn56j/w9od/4o6bbiUjLwutQERnez/hcJhvt2/D5bYjFApZs34zL21cQNDuRCHXEYlEcFrGkUlUyGRSZqxaTW/dJyzO/zNVG308Pv9ZRCIRbrebr396k0gkwr6ff0YuV1BRUYk3JGCgv5e4uDi6h/uYu2opM+ZfgcZzkbS4MabJJYRt21E7aylercMsrmT06FFG20VY+2NMm5dEOCVGT/sJBszpOIVe4pQ2hJp4ls1dwGO7OnC0usgQ7cdhsSHPK8CQncBPOw8SFy9BHx3ggsVF1/lTNPUHOWQSsS45xoGjGgzxDrq9Tahnl+DrGUCZYEYSBokpmwlfjG2H69iQK2TUJoWYj6xcPdWN40w4A6jUakIeLyF/mOl5GVxo68UfDKMxGHHZzWiVKrpHvNh1GgrVMkwGI5UL54FzjBWbqkitHkKhkVNd00tRajJ1HTWoRCKahjz0TFSTa9JSnKNn+OwwQpOJc9VDzJuTTENNLSKfB6Eogs5goK+hAaFQjEIixjxh5tNDLu5Ok7ByWT5/+bYHRVkGKzZW8eLOQzgnJ7ljdT4LN21EKLGz9aYnefSudXzyRRznT1/ghuu3kKltJyO7EL88i1e/+hm9fCfb33qcPcf6kQTP02cL8MBlJZwY8zNjRhqpKUk89dAzTC9OZ1llKg1tI1Sk5fL5qToUMgGSiIRZ4jGU+blM17u4ZVkOHx/rwqxUMTEyjjFOxBuffMvCWZtwRwa5d/18anozuXTZElbMXkDZ7v0YtAaef/ox3v/0O3bs3Q/+KP39/WQVFmAZHufjjz8mKysTy+QkdpudWCyGQqEgQ2ug1zJG52AvCoWCYDBIIBBAIpFg0CVw+uxFqsMi2iZGsE1MIlFoKCvMQyHRcvD4HpJSE+nv78dmcyCWipFLpUQiET788TwdmVrU+TOpmJnBeyd6/q2m/seLvsvl4up7N9A01orVY2ft/LWYpOlUlSxiMNrGkWNHCUQc3FQxmwmzAL/fj0QioTvaSZYljvs+eZtjF05SUlyE9XUHLpcTuUBBSBDi0SsfxeIa4edj21DJCnFH3WgUKiRyOY/FXmVTYA7nlJ+SU53PnXfcwR+eeBSP30diYiJ+m4/h0RHuXfYEX7e8idgqRiPTIC0oxXtsL0173uCWG+/CPDrEyKiZ1StXMTzpJCVzHoOHv8IkFDHDlIVNqeSSuRDeH0QuTeDY4XoEajXheBOWCQ9nLHo2zc1C6BnBZfczZhtG4peQOy0JV2cDC1PicF68gGTT5bhHI3yxo5rRgIwtFWkIxA4a6puoXDCTYZcdtUaHPKggt3ge9tEJon4XuvRCIjEbExErmpCNxqERFqyU0jkWISs5HWnMxs+7T1GZ2INzqI+A4Ci2kJbxNj/rLs1h5pJCMvUJfLdXikN+gdTCWUzUtxD7vIKbC900y2VUt24nZhESioXxWCwolUrWzNnAdU8+wdEDcj7dt58FRdNQiKFhfycPPXgdfr+fYHBsCr6tVPPLT5/jdruRSqUEglODR4kZebTWH8c9YEPS1Ig6LovkjevJiXlI0Onx/Cvm2mQyYrFYiUajBIMBTNmZnNq/j2hUgEwmQ2PQkFZcxvLybAbaxvGMn0aVHmVWQjE9wlSqv25j0CNDKpcx5IlgQk/HqRo6+8Zpaoknx5RA2NJLckkFeRXpDPS6MGplaAzpjLpGyFdHmRGvpr/9KIuX6kl3G1BEvCQpxyidYUIrCZFanIoyNcjTvzRxx3WXoHcNow2IODEiolwlZ/myEmKTBpSJRnziQVKSQiRuupbL5XbazpyjocNOOOghMUGFJChGZYwQCvh/BZhPTE4Qi8WQRiMkqCXohUF6hr3IjdDZZEVaJea5p75GIoT0VD1+X4yIyE+RMkJFcQL6JDUet4hyrYUxt4TU7ERSNUImMxIRiOVUJGjYlBNiIGRCmdHN6opsJkaF5DvbyZkFvrAesWENOzrG+dOda4kvmMHQ6DAepwvByEnu+/tbNB3+lNycXKLRKL6Bei5fPwuRoARdop7rFm5l2K6iv7eeN66dyYmBAF98s5farnGybH20dns4JOzgik3lKA1VxBKMPP+3u/jba9tpa+lBrlUy2lSDwxIgP0uB2zbIZG4F3cNCxscHWHTpatoHg9z37IN0tZhRmTJRqhUULSrF6s/AN1TIR688RGpZFlni6ZjNZr7f/hW/ffB36GJKfjlyiHhDPHdcewefbf8UkVSMNk4DoRg+rw+lUolcLken0TDmsCOUSAl6vISjUaRiCamp6fjCHtaWl2GNRKjubMRpnbpnZaIoZ86dYVrhNCQSCRLJ1BS0z+dDoVCgkgiQqhQMmu1IKnKIDvSjurQUOPpvNfU/vqYfp4hDKFKSkJaERq0h2ZhMSBFjzq3TkWQLSSlJZ3h4mG/b9vJOw3aqZs+iYPp0rn3vceqiFpp72hBLFXR2deP1eZAr5Nh8VpxuB098+lde/f4t+mwhxr1mEuWpOH0ezBYzPZUnyEzPZDjswKyvpLplBI/fh1QqZXLSwonaUxRklDPuauL+R37LJ3/cxv3XP8xl19zOjZXXoFapCUfdWO2TOO0O/JYBbL0XOLn9JQorpdw538Nls/p48M5kzv7SxYk2KzPnF9DvV5MtVKIXRTGmZ7JBJePs4DDdXToyC2ehz6sknFbOoZP9jOjCFMd5iNNGaWmu4+in32JSC7npmmW4vBKcPgdl5aVk6kKIhBZK8nOI06gJidwUVlShSg8gUCswW5pw1p5jToYNnXcEZep8lLJKOlq/wzkBJpmXq66TIhE4uez2RYR9+RSKR5i3Yjpa1UJ+2DePjQuKuGJ6HrpEE0lZ6TRlpjNz+hr0OcNotVqWLFkMTKEvi4qKidOm8MGTT7F5SxxSTxi/04V5LMC+nw8gFk/tRRQKFQASiQShSExCQgLBYJBpZZUkJSURJ4kilcmoWnglIp+KtM0L0fre5WzNJAXlpXi8U17l+LR0/puzrFQqqT1xEr8nRDgSwWazkZCQwDRJMV1NLbhDAxgzL8ftLGTAKid+9UKKL72OhVoRIZmMTI0GSbKV5mEPErmMzDQJLvckCkMiDWdaMPd62bbzJAkJ8WhTEhjoGiegTaYPNdHUSuI1KWQuW0nvxYvoOrs5UhsiRe/F6vNRN6Rjxdz5OM1tLJhtIhYeQiD0IzYPcmB3Nceau/nuhyZ++Gacr74eYMUMG4N9w9R2jGLQCBAhQOb3MG6zEydXYLN7kcukyGQy4hPSiMXAIIiiESqwBEIIPB6GhkY5PTBBVv7GKQ9/nAyiIvKSNChECm695gaiPjFdg3auW19Ke0iHxyemrrkfN3rmGYTkBvp5Yl6AY/Z0lss9PPjEg2THmdi4JZuiy5bw1aCR0nwz3tYaKuKCNA+I2PvjCb75dg9JehnfH+zn3kf+izd+usgtT31HNBrh59YUKmYtJLt0LW3He/jizR3kaZw4nQpW/fELZs26hO6eDm5dqiRuWiFahZR2c5Cjp+24A00c3F9De8cQkbgEansjHD47iQ0tlxSlEowpqekYxjXaSkwspd2ZQGnFpfzx93fy6aufUttQh1zQw5x5+fyy7yQbFi1jzbpCcgu28N13H7Lj7FTWvdNh5YEHHqS1p4fshCQy4k1EzAM8ee9V6PVSXG4Xkw7b1EYlEMDhcIBQiMPpYu3iZWQlZrKhqoxpWenIZRrC4TAXulv5fNePTJgnkcvlaLRaYGq+wmwzT6UCGBOIRqOYTCYMMglxOi2ZJg1qlZq6ARvOEQs1tZ3/o6b+x+/0x6xjLNWuYCg4gEAgYNuubajVai72nsJsHifgD5KRkkH/SAC314NMImakpxebzcbrO77GF/SxZNpcDtUemYJzCASIREJksilAg06pQ6aSARJKsisYPtdPJBLhzaY3iUtR4Te7+fu7T7Fy9fopX7dYTJxShk5vZEn5Ej7f/TENn7VQlFDEoGOYLw9/SmRwlOSKKjo6m3nojhvZVJ5Fz+6feaWmmcWpJm5eXEFLr4d/bu+hSD7C/iYP08pm4xzX0tV9nKjPyPy0RDQDvay5SsMrNUq6JSpSTEoSQ5OUF5XT1uumL6Dnoj3EggWzkPVM4HGLSAz4MPdNINRpiEVFDA210HHBhSimYt+hkxQVptDU2EBGdhqLFy6iIDGOwz9OMl8gJjwU447Nc1HlbiJU8whGaQEWcxpb8wNUd5XQ5ziEKBhHUno7cm0are2dhCyJ9LT+iGpTAXp5HkP2fuKzllPXeYgnvttH3tJs3G4vx44dm5p+FYno6upkeMRMLByir8XMIw+sY9mCxaxatJHXd/yDOKUGt9uN0ZROaLgLu8OGWq3G4nQQi0FS3goKCtJQqzXc97v7+eHr45Rc8haF6SPc+Zs/Mv1eeGjlzYQNOn584w0yFy2l5UItsVjsX0+CUkwpJqyTVsqqrmHFCg0HzRMsGPmIkYx4GocmKZDYqXNKMWUkE1TD6YYzyKtKOXWuHrncxNq8OCSmGC63FitizC47ufEm+vu6iIQUjPkVCJpbCMtykCVqsPjH6Tt+nBsefJi9LzxHwsQIwzPEqJVCCoqLCfWM0G0fJiBwYw/L2HcgyvBAELkug17/CCXGJLyCCUwF+XhsFoQRJ+nZEk6er6Y41YCzvRttnIJwREkoHMFq96AIC1g8XcTesx6k3qnpzB5nAJ1ShEyhpyhPSW3HJCNDe9l3JJf5CytobRuBQISBoTGmFxRi6TjDqWE3CoWaw2eaqTRBqz2MUqGkv7sbjFqyrf38mBCPIN7BjoCYdx/ah1oiIdMTh0wH0XAS7YFNSOY1IXenMifbQF8gnpXrFvPw+jLqT+/DWTafkqQ02ttbqZpbTEwYZd/RVmYUinHJdDgopKPZjcUJu/edpHbIxsGmMcbCYo6dbkOrU3DFwjyOtTlYnbyRa9Im8Lqz+cdvZvBfb/zIvNRUPvvyK+bNmsmCksto7X2T4z0hAm1nWLRgLn99/C/8/slrqZieQ3J8BjGVltC+9/EX3YZD5EDmV3HzdYt498PzNDadJS3NSFd7H1KpAKvHwvKFS7l5WRXjA7k4xI2YJzyka+MwpRhp7B3CYJgq3VjtTqRSKQeOH+OqBWswJLsZONZCKDJ1ffafrSEWi6GO05CZkYHd4cA6OYlAIGDRokVs3/4tdQ11JJgSCAaClCcnsqDMyMt76jGlpuMJiWgXqpC5/zcezhIIBDG5XI7f7/9fjotEIjIzsvA4XESBwsIyXnvpBd744F2++foLKrMraB1pRiKWE/D5sblsAGRmZtLf38+0adORxCK0d3UjVyq4p3Ib+vwuAh0woOzgaOdR4uQqhNEoy1Zcxg2r17H4+kvRatVcMms23x45RpxSjdPr4vrrbmV8vJuN2YVkJLg4qcgnMWkmeaYQsZFOBA01HD3Zhz/mJtElYqA0hwBDOJ0SmrqGSMjUU1SSydkTnbi9Pgry8sgQeth/oYnrN1/Cu98fYOOGtchPH2JMqSHsGWJm5WyOtE6izMxEGIHmtlZk7S2kTFcSn7IFtzTEwQM/M216BUZxEj3jjbgCIZJNCTgnxtl45RI83c1kllSy76KdhcGjrNtyI01mFUK9j/OHTiE1FbC8TIK2bBHv/7CfjgONrNmwFFdNDZZ0KZLGDmaumuTHw2kkZiYyb4aclpYinBEt3V1HaG9vRy6XMzk5STgcRiaV4nS5QCBAq0oiM2cOKSlyeobaSdRoMCQl4Pd6OHfmDB6Xg2AkikwmQyySEI6ECAQCVFTMYdOtd5BvVLJ+0xW8//F2QuotdB15g737XmNoeMqqNu+Wv5O2LAt1azsNZ49x8dgJZDIFeoOWmRUzMUchahlj2WUbMI5nk7ghi6ZDXWz75FGmleXjm/QhUuqQCCZI0hlo6xtALI1QlJ3CgRM93HnrGqyTXeRItFQPDOHutJFUUcKJ/WcpmTMDb0yFiADTjD6QmhDLYgyJvNw+eyHf/P1jEpaYudCbxqxsLRqdk0AgC0XfOOc6OihcMYfaxgaGHSYKCpQMtvUhkioJByOklecQJ3AjlMRxx0YxL3zXQnQilVOnGjEa5Ex6YsRiMcJCKUF/hIIMMdFQGEWiiuoLDlJSNIwOOUAioWp6OsMjNpRyIQsXVrBp7UpuuO9ZFpYUgGOEquklKPQJNLTVca5pBHtMjMsyTkwsobSkFL/XisxtwS9QUZBlICNZR3h8lPw4BYNpiYxZLFw6ezpPfHCIDx7bxPt76zlXN4HJEGT+qstZO7MMW9TAB689QU6aiuzUIuqam9my5VJSCpdRc/wAIkGAQUeQN9/6nNu2Lufrn88Qn5RMptpFe4+LrpExqmaWceedObzyfA0LFy/Ar9Kxfl4Jzz7xT6SiEEcaBpFIJIjFYnIzM0gxxDPqdrN4fhXyYDc3PPgiJ155kHMeAaUZBn779BdUN+9ipM2LVFOAZ6KH5//5Ah0dnQhFIhL1Wlz+ANJIgHijlvkpBXT6omRmFTHc20XDYAtOl5OMBAXrytPZUTNMkCjBiIBEUyJdXd1IpVIKsnIQuOykZeey7+xphEIRkUgEiUSERCLH5XJi0BlQyGWYJy2Yx0ZJSolHIFAQbzAQCAZx2twkxqtxBb2kp2XT0NjE3Dlp2MwSmjo6/u1w1n98eQemHm1gCp/232tacSm/3/A4u77bTamqiOsXbOHFl16kp7uZyqQKzrWdIxKOkqFLJxgNIpFIAHDYXRgNRrxeN5M2GxqViiVzlnHTnXNQqxLpDoR44R/PI5NLWTptGbaAB6FYQLhpkLkzq+jrH+SLfQfQ67XERJCqSeX2S27g/gfuQqnQkFI5m7LUDLJSU7iwdyc5pdP4pmmIYZeVpIpyzPm5VM1I5di5ScbGHVTklSITyfG1tOFxutHr4qioSMNtysKUlU8orZjnLl+ETiLCX5yJJi2BUXkmQwErk34vfm+E/QcP0t/XR8bqNbQPiklM0mFQOCmbnkx2hgdFgg9VfAZKJQRCMQqmZ/DT7n209Vqo3bUH0fhpsqcv5pv6Dt7b8yNHG9xY5Xram1vwC02c372TiR4nlfFrKFDpGJhsZVZJNjM2Xs+EtxSnO4bXbef4uQwUnoUcPfoFyrg4cnJymJiYQAAEg0E8Xi+XXvUqG+78HYY0HcMjpzh+7CeyjIuwOSyYRywUz5yN1WYlFIn+GrX83/AUoVCIPi2ZGbn5XHHlVi5eaGL/j9UMTvTz0cePMjI6+Ov9cWbbnxG3NFGYX0p+5UwqFy4ARCxYMhtTpokZtz9Bdm4hsZAf/bxSXKNuymfn8cpbr1Nb3Uhjewc97Q1YpUJi8mKWrCrm3jtvwqjUkpNkoKFrBK/FQE2jlaBLyahEQooxSF5ZNg1tg/S0txIXc5KWOpvSgj7mbZ7Nk3dvprGzncJyF6MWDbrJSQ70TXBup4Vp+SJmXJ5J/Kxi8LuoKFNSbnCQEBtn2Uo9PrECRXoyp482MGYTk5cWx/vfDiNTGTjZMEJMrUWujiNFLsHsCuANhEg0SnHZHMRkCtpa3SAUIJcIkKok6PUGhgbtBAIRcE1i8ak4XTOKXCJj54nTXLQEOHD2FEqthJxsE8FQiETcJGemk52dSTBgY2m2ghGrF5/dyfqlcH2eg4zSRCrXZ/LKB6fYsnYubTYR73/wBLvbg1xsmWTvT9vZeuVmTu07xW0PP8Nv7ruPoRE7h8/0M27u4MqNc3jwz2/z/ZdvMdB6it0/7kIXGUQTJ0eVqGNkdIzm+nqae8aISeVkZsWTKZ5g7ZKryM1Vs+fQGbKS4rCPOfnTo7+j0y5CqVRSWprD9OnTefS+W9EmmVi5fC1JsggDQzb+9Me7eedIK3MWLqFk5jr+/vRzaFxzGZ0U0tNxgVvuuJ2GxiYkIinZOdm4fX4i0RijDi9hsZbFS6dxsv4sX+76hIa+BtKS4/+P9t47So7q2tt+qnOe7pmenHOe0UijkUY5BxASQgSRc7CxwWBsw7UNBicMjphkMgYkogChnHMYpQmanHPo6Z7OOXx/jMz1va95r7/74mt5XT1r1erqXVVdv9VdvevUPvucjc/nQxkVxelRKZKQmDi9kYA/SFdXN7lJCejlSroG+mgaGSbit+Dx+Aj4/fi8vgvXfRCVSoVYImb5nGwycnK58cZbkIalREUZUGqUhLwOPD4nap2aGdPSmC6C1OQURoY9XF5V8ZX+9KIP7wiCgFFVxJC/Fq/XS2pyMoPDw8gVCh750wNca13PtLhKvven7+PxuNn15heY2sz0/3kAq3WC8ISeRPkU1Fl66hq2YrVNZud4fJPxebVUQ0N7Hbf98Q7Gus5jTErkx88PYdBpiEnK5aFvfJNczQw6Wl5knXUMc4ySWoePFaXL6Os6zPIpKRizZZz+4M+kGxdispuIkkhoaD7LuW4TH9zzPQZ6+/jelZfx5vZtWP1wbCQdm8+BxCdCHBjBqE2hytZLnd3KiNuNe7CIgGWUkZERnG4Pksx8JDVHyZDISU4J0jXmpXlYiissMNpYh8/n47LVi2lr6qR4xgwaus7hHG/l4R9+B9P5l9l5LERq7HRmL47lt2+2M39qLEmLEhnt60Esi6PCZkKdFsfe1w8yo7qCHPFuHAXReMpXcG4QztW5aGoZZtgwQV9HGrrslVjHdWRnZpAQs5iWJiuipAmKkhexbdOLRMJBrGYzPp+PYDAIYhHhcJjo2GQW/eoGHJ9+xq0/+i6/u/1WDu3aQW3bJ2SmJBMVpWPH7p0AhCMRRCIpUpkUp8tBOBwmv6Scq1at4NYb13HZTd/GaR3n9Lk9HDi2AaVSicvl+jJ2D7Dx6af5WCpFqZRz2VNPYjH7qT3VRGJGOgP770QjE4NGQ2DsQ7TpC0icA2Pn+iiblkNnr4fLKmKIKZqPVjBgyM7CN3aGptFxZq9exkB3K0XaaERVc2g/uR+RQUFHh5fOUQ+JMX5sE/HY/S4On25h0epUZJIj9L41iCDV4ZaJkWniGXH5SVZL6Pd6cfSoYLqcafnlDI70c6rFgiIQIOSNpvOcHb9PS1/XMAl6CU7TIEdqu7FYVAjYCQQklOVE0d9hIjpKzOwMKcMBkEjFhAQxLpuXeWur2f7hMTyBMOuXzmDj9mOMeXzkpKbTPmJnYMduDstkJCck4wl4MdvtzJudSNBr4/CpAbIyogmJJYwNjbNuaSkTzfsY6ZfiV+qpqJrKkKWf7nCAxTOrqRk0kRQt8MAT73PZ2uV8+slu8ktmolTU0Fr3Lv1N/ZxvacWgc7Nm6WJk6kQ++ngbN9z7CBs3PM/Sq6+kIDeervYhElIlNA0Mo5IFqTnVwZXLF7Pr6Dn6RiZwu83I5FIUpLJncx1XrV2F6osDNO/eT0JRGS1aCdfNNNLaLiW5uJwsrYIxc5ht27YSF9/A9x+5jxunzaL5gJ1C10sU5S0kfOAM+/dsZ+O772E1jZMj0n5Zk9kX9DFjagWf9PWh1mixWq1IwgI9Y9FUpBppNXtw+Tw4XG7EYjFLZy3m6MkTRMXHMTAyikgkIBYL2B1uRibMKGVasmNiqE5UsVUiQq6QodFqcblcqJUK1FodDqebyvnXIUru4fCOLUilEqKjtZTlRKHOlSIzpvDGeweYWzCTd1tqUKo1ZGVmkxs9/pU+9aJv6SsUCr57xw+5qWAti+OTeP7FFxGLxdScrkEtCGz67AvebH1t8lEo2sBbL71Omw0O7jnAnRU3sS71x8xPfYDm1gPIpJP3OJFIRF5WPi6Xi8WLFvG7n/+Kro5TzC4t5K4lc5gqS2Rx1SISsdLTM0j84EscOdePNhq+OT2flQumcar/LNcumM2qK1fgjkQ4WmcneaSTrPwpfPLJbnZt3UBrZyddnZ14vDbIK0RQqMnKSiQjIYZYjYTEqAEiASvTRhrpJZUZ06u4Yelydn/8LqkC5Oi1jLW28tLHu9Hqozjf1EVLt4KSrAzK0rWUVEzB7XQSY9BjGhkjThnhfFM7x0+dImQNs//5t9hzRos8Oga3exgJGnyeToxx8biaz+MZHqB2/xFkbWepPWFlaVEsVcEdTE2K4Ds0SnfnSTqaRujp6OT+oqcxj3bgNtnIknkI23w01p4iLEkgs/xGvpX0beYmp+MR7MyZMweHw0EwGJwsdB6cbK2vv/lRfrVsDgtmrybSNUBvey8SiQS7xczQ0DC9vX00nTg++cMLAoIQ5qZbf0wkEsEQY2TzF5uRyuVUVlXiUkk4uPVdAt4BAi7zl+E/sVj05XXzlwpcDoeLA0//jEU33UpHRydOs5mgy0qUToNlcAC9wcHKFUW0HKunf8hEd+sw3//+bUxoSpi2eB2DpgMohCGO1XaTmZ5Ix5lGRFoxouA4tn43VruI2rPdTAhaliyYzaIpZnLivEQlx2DMDqHQZXL+Qzc2qQddTDRH6wV8IQnTpyZhdYtJmprBoLOHnKLLObD5C7QGKTl5mZzq8nGgdoSAXcDvM1OekchEUECtDBCwaojWjJCi1+P1+VDIzHzrymR8ChUSjYFMcYB0iQeHX4XF4SfUMki8VorL7qetoRGP14tGo8Zht6JWK0mNSyASDNHd14XT4WB+nIyYgJ+GhhrO9gxyrHGQlrZR/O4ww3UDXL02BW2MhruqFZw+fZaKLDGLVt2LZHwD2qCM669IorpYz4fv7iRZPk5xcQJVa1Zw7GQ/b23ajt3hYnp+CgkSH46GI4glap7+3Qb27G2mtbaFF97awVCvFCJRHDhu47r116BUq1mWa+flP/6amDgjyXEpFE8p4K1Xf4M+zY4glhGl1tJu9nD1w99HiQaDLIbCylWkZZSydd8Zas/uYdXShZjGh1FJJTz/u+fZ3vQJb5wdYt21V/LDze/j9njo7OzEoI1lPDKZJWM0GkmIj+VEzVlsdgc2m40onZo5Ig2bj++gbsBCUX4R5WWFtLZ3IwgCr3+0iXvmZtHe10soMDlmQqOMQhaKMGvhAuZPn0q/2cnbdYMU5uYgl8mQSaX4/X5uX1aBRCRBm5bK9x59lLde+AP9/f0gl5GgCOO3D5JeWM7quQWkZ2RwbsiLy+MiI9fI4PAg7e6vbs9f9C39WJ0cRfsufpx8D+/rnDzyyCNo1VosVgtuCYiDAikpmQRGeggFQ7x38lMMzQc42TaDUHMfrc4u4nIL+NYVj/Hytl+AMNnqHLeYEIlEnGs8xwMPPoBOF4UkJMejjEGKjOHhCEPWTtAH+NwTpnruLNboG2gfm4s70Iwxxow6awlmhZrtv32Va2+7GUdfDT1nTUTkamIto5TMKOCkTk5t7XkGu9rJzM8n2NmAVK/n5muuxWE9xbZj3dhSktnea+WqK2czfP40rlCE4QkLKqWEjLRUNCoZu9p6EOnzKc8vxttzBE9IRXmmi+zr1jAwPIDTF0EiF9HaP8C91xXQfWyQCJBWUEDvkQa0XifPP7+d4jgpNXVdOPudJIdsjPq9JF++AkkS9A+5YdzOud4ZnHILCK1OekfOMDcqmV3ON5kyfTptTfUclbjJz4WEafOJDiXx0af3EIxcyTuOt9BoVEQikQu1bh0kJiaSqF9MTcNbZCcLmDs7uO7K2eh0CZiHB5HL5Hi8HqwTdnw+/5ctdZEg8Nb7H7BzxzFEUilOu53MtBSWP/kkv/zVm+w7dgKvxzOZ0iaXo1KpCAaDaDQKFAoN/f39GPTRJCYlEImESUxMYvsLv2X6grkMd3Ti8fhob28nPj6ep/ftwZ94Jcuq5tBh1vDDlG8TnLCTNGsBTYc+Ik2rI2AyEh2vR+QOY7X24OtWMV6awfGeL3D4JBTn5tPU0U5pjg7XWDTLy7MYsJsRNKMoaj1UlM7hzc07uOZaHRXLSvB4RWz8pJ74jARyp3qRdg9gG6tlSBpNz95e5syvRGGoJVupwe4KEKtV4vZ6SSlRIkgd2HrlrJgqJhweQ31SgVyjpsfqQWILcNxsQyGVUpafRYakG7lKzqHz3UhFYeKToxiNiaJCLkYt0dE2aMHg92GIUhCrVhHQZtPT0Y462cj+nXWUTi3E7Q5QXlRAW28/ciGEKjaWx986SWu7l+tnZJMU5eO1z93MsRxh9LyKoqvlLF19L5uefIvvPFrBZctv4+TBU9ywcCU/fuQOCgoy6W9pxaco4OWtJ5hTFMuSsjSuurKSwKpielqGaB2z8MXnhwiGvQyNWNmw0Y3N6mDl9y5DHfbz3G+/wUu/f5/CrGmEnKNYu6VYzXU094/jj0CPtZ6BwYNkz7qGYl0KpVPjKQj3kbNiCa++9DY/f/wefJ4RDjbU4w+EMRqlSGRxnGw8A0xGGAbMA5NTdYhEXLv2OvYf2YPTPlmAPRQKIZVI+dTch5wwJbklXFGSwdZTtSQmJjA6OobP46WnU41CocDlsiOVSECAhBg1I4Pd/Og7OYxGpmHpqWPOnJkcOXEEsVSFUqXioyOtTNjdVBWlc7orTEK0HrPHgyE6Gp9Iy5neIPOmmqgZUhKfVEhctIaKdBNTq+by1B+3EdElfqVPvehb+iKJlPl3FvO5/16qb3mI+++6C7vDTnx8PCq5HLvXRN9ID8FAgOeee45QKEQwGGDLjq0ctnfTLR/HKathsWsuxhgjOVk5aFUaxsaGSE/LZH5lNb9/6gV6u/qYsWoJMqmC0FAMd99zNZXL8snXlVEsqiQpfw5HzPk4jFIytTIKZi5AZjVz5uXnKZp5GX0bN3PSEc3PXnwB+4QHo9PL3KqFpMTqKSwsonekH0ObiRRFBt0mGUcbGjm0vQ1/JIomv5HbK1aQFqdGpi/BGJdMr1jJiQ4LYomUeHmYdddeiVZmpTArSEllPvKAlaZN+ygxtjDce4625hp8cjszi2IY6FMyFLDR4/ARM7iHAvcQ0oCFh69LY4bRR5LsBAVVIcIhB1fcUI5fMcLca5YyHtDy7H41Z8YDeMUh6s63IIn4GYmKRqlxUjClgkSVm/o+B7KkDFyWFOxeKxUVa7Bde+GPIJWzY8cOurt7cTmClE2pJsowOUf7I498G4lEwvhoJ12dZ7n/yvfxeD2UFMxn4cyVjI6NfBmaEYtkdI7ZOKHIZPq8q8ktLWPzjh0su+5BTtVBXWMql1++kLS0NOYsWIhGoyajpIKs/ExmrlxAUm4OEomEoaEhMrKzOXLkKMODXXhsTtasuxWPx4MgEjEyNEJWdjbHtjzF9r1mVMoydp84z2cfN7DrhSdIyPBCfCm93SeZGAiQHJ1DRCxBnKSjbshBS18/BkOYTKmftbevISpaw6w5eVStm86UIg/LV5aQcF0pVslurp6xHIdZT0PbOFKlm+Ipqay7Jo348ThyL7ucsdp2broij/WLp6DRurn7xsW09I9jiajQqw2cbjHh7ffTUqvCNDzK8XNl7D2iIkPtp7lHwaDJjE0cwucP4PQFaGxrY2gkQPOIC5VCgUoXi1SiI0spwiCPQqwQuPHmlczKyWZBUYh4bRjz8CBRMVp6hnoxKxQkxLtYNCUXh82J3eUmS+xi4OxZIrJCqvKSqFqcww2Li7EGAvi6dhOXUcFQW4gPd4fJL5lJV5cMx1Aj02ZmsmPnfqRyDRJRgO/dtZzWxgasNg8j9hCG/CQO7z7Anj2H2XfmLJ9+soM7bpyL0xNBKpUSDLp49tmfkDP72zT2NDAyOMRdt63DphZx6nQ9msQEdu/tJiZBQ3q6gYm+AWZWz2ZxTjmS+Al2fbGDjCtuYHTPhxRWzKe+ycnciirkEgkqjZpoYshOTGR6YSGxRiPGWAPeC3M0yeVy7E4vCrmYgeEBFAoFKpUCm92JyWzCGBONbXCUHcdOcLa9i29eNgdDlIbSuFjerj3JxMQE1TOruWr+IuISdJwftxJ2BzB3SliZF+LxK+OwWFzYXAHiExKYUjkD04SdCBFWTc/luadvZu6URPR6Ay6nnZNnzyOSxTM8kkOUwcBwXz0na0+jiJuOSV2OKKwiPSf/K33qRd/Sj5LEUTfq40OzArprWLd2Hv333UViQQml2lieeumPXLb6Mv7w+99TX9vAujl3sOnom+h0OggE8UXa2NceZo9vNXKlkiRlgBd+9zqffrqDHncH37n7bh5+9EmeuP4astSlNHTuZth2jl1//IwrFq+CTDcpJj2bzuxhQUoaZ/1jNOxvJzOQQENTHYdPNlOteI/BpjbyA37GLSaqF86gdrgd4ewg5eXZ5KaUMXdaAk53PBZXB4neBGZHOmgoLWDQbiLXlI6sGMz73kGds5zVl6+l0R+iuqiEgZExKotjcR9+nKLclYzWnmFCLWba6li22SZ4/NmDVOUpMabHI4iGiQuJKKpMYtoPv8e+LYfJyYrF6jaRmzZM67lBFtz7AL/+1dvMWJPFGQ3cGzCTcMvrDA1CeVYiJ9Vi5Go1fTU1TCsuY8w2iMk5iCHsYiJSwpWVy2mz11A4ZQqDrTZ2HNqLyhWL/Syo1WpcLhd+vx+pRM+8invoMH3OtGlT2XNYIBQKEQoGQRDIKL+aAXMU4XCY7LvuoP7FnxMdHY3ZPJm6lhY/g1898gApy5cz2NGBzTXG7evXM/2GnzF05E+YTceR5kaxcGk1dmkCJaow4ZIi0hasAoeFsqVraHz4IUwmN2dOnyEYDCCTyejt6CByazVZSVvoHO5iel4V57rOMDI6ysT4v3F+cCYyX5hTLfvwB0KELCLOdjfTd2SY8tI0REYpiypK8PoUvLhhM/PKUzC5gpxzC6xqG0NXrqFl1E1HzQCryqbQ6oylqqgEbfw4/kEjJzsUaD1B1AkmpiXlcr5FRkmyQLzEwdG2JvojKpJSolFY9Ww82DpZ4CUxFtPEKFERL4khDYMWB0mpYSa6OsifW0BqRi1HOySElTGYxvtJM6gR5BrGTGOUGTWMaZTEpmbjcVpJz1bg6HBQb/KSn6Fm32dbkPm8bG8WI9UoUIkHeWiGwLDbyN5agVBMhK6zZkZtdjJjDZgiERonXNxQaCAl1YzVJiJOZ+bomXEcjlTSM2w89NByYra8j1luIEkiYrDhDDGVa1H62zHEJfDp5qOMmPzEaiEjJZVIKMSrb2xhVkkaC6sTeXvjObRRen738hdIxGIAfH4Rf3juT0Qib/LS279neNhBV+NxkqMCOLwTZJTfzvcf13PyvVeZffNtNB0YI3tJNv0eJZs+PUDtwb384o8baDy6lXd+8BO0EiPjNgdzsw20uzRURkezu7OLuysX8svmjzEajaQmpmG2TQ4m3L9nJzGxCgRBYEpuHmdbmhGLxCgUSvILktkyfJqh3gBpCRnUto8SCEY4MziIVqfD7/eTm52E3+3jlrlrqD2yn+K0mdijJaSoHWSKJRx9/yhmqxP/2QbmLIzHZreTV1DJ5i+2My0jiglJBnbnAAaFhsQEER5s2MVu+vdZ0ak0dLY0884HY0QiuwmHg7z2ygdf6VMveqcfUkQ4fK6b001tXLVewh/e38TD3/0eal0Uf/j97/nzu++SkZXK0kVL+M2zz7D2ljcY1dsI2ia43jGNTdZG1mjnscP7J+658Y+Ih/Zz/PhnlBdM580/beSq++7gfGMjpRVL2FmzkS927abPNMLmNzewZ/MeDnedJFoq5XR3P3vksfTYeog1xLHj3bfp6x+gIDWVY0d3EZs1Fb98sgjC5WUL0UUa2Ht4F4ZoKYUpVSg1KupGD+MKl0NPDVuaD1N8xWymxibTGW7D0qMmXV3EqR2fcVNVOnJ3kKQYP5HKK6lvHmKg1kF0ZjPbG9pocsL6aQJLU+PJKqnA2SHnyvIOnjkXS/UUMye21VK5YBrBIwfx6IrIuXchv/jRJgSZjrTRAyxZtwi928JVGWNYbv0JfXWDRKv8nDrdS0FVNu3tA2jDVqI0fhK8E4zqY9EEdAycacEsVnPF5Vfwxi9epGJ2GYrUakpcZWyrbUIkAp8vQFpaGmtKXsOZdoj+s90cPXqQSGRy2uRwKIRMJmWwaSOfCp8RHR3N+dd+Q3dXGzKZDKVSSSQSIW3VYqaI8vn0T68BYIg28NAd36I7tQJJ1weE/FIyM7Pobu+hem6IbbUTfH/OlWzfvJnKkhKuTLucu7xeIpEIPo/zQuhHi9vjpnXX27z4mz8zpBpkRvQcNtf9mR9/50e0t9YzPNiJxxPipjt+xqYPfsWG97dTkhsLmYW4XA201BmR+WTsOnmCnIxEpiZN0OubyYB1FFOwjJ2bD+AyDbOsXMCqzySvuJAPDtWh7/WQUemhLL2A7uwUJONtfPr+cTRzi9FqPDTtTKCoLA3bwU5EAQWtXd0owiIkKalYxvooyZXTLE2lccxMUXYimYXQUW+jsd7DkumVvNXfzOg5K/F6HQ6nF0EcBrmMQb8IZXw8LusQnf1WbHY5Rl0GV1eEsPh9fHrOiUqlQq6G6UleCuN8mCfSOG8NMeAQs/FTG4GQFIlEjCCI8ApixPIAD18v47sfhigaq6NVJcIYo8UTkRGtjPDDH7/C0jIdIoWRnEw5otAYMXG55OaZOHnsLb69dg4HmnqRRFyM2+B8Sz+BEJzrMtNp8lI2ZwHOgUbmz1xGun6MU+1B1q6/Hq9ZxZ/eeYKdn/2JwrxZeLy9KMJxiAwV6KV+Ugrn8av2l8n0pWCcEaCtycGbm35A//AoVmuYqTMK+ODjZnSeMI/87nH+9IM7iI9Lwu+LEJM1k/zhIEdcPSQbjUi1WkwmEwA2m42SklQaGxspLS1FKZFy1fKZbNp1ErVGhUIdS1pCAlaHA1/Yy6DXgc/vRa3RMGfOHHbs2MHRw/UkGGDx7Cm83TLB7MUTSHx+9p528+TJMwixacg93egTjNTUHMMYE01ySgw1pzswJubTN9CP0+XipgUJWJypGKP0DPeNcKCtDplUgUImRaVQEpRIMA8PYvM4v9KnXvR5+tHR0ZFPP/2Uh+98AKfgQ66UsXTeUqKd45StWMZJh56HXXMJXCPD6h4mWirhF8+8SN9QG71ne3l02R8Y7+nGuDrAzmO7KUwp490vNtA22MWsiimcb+9izrwFXHtlNS1bR/nV578nLSGWrIwCZuRl0N3XS01XFzanG+v4OCFBxKLqZRw9ewCxRCAcFjO7cgqna2v59TNP09XTxrScKmYtT+cXT/yJa5YreOzZRsLSMInJscTppFjauinJiUcWmeBUn4T0pH5i0wvpPdjLSYef9UunEnA6CYY8jEtSsFrGGTi7k1FPNBabi1hZmESfj5mlUPBNLSqhkgNbXUTJE9DlKfn9UxvJqUhA5FKSNjbKtd828uIhKZ1dNtbmxsOUqRR3baTwkXeJiNN4+qkHUIp9BAUdJ2t6WZIvoM6YxeCIme+vdtDxYhdN8+exadNxCsoLGHfa0auMJBeuQX5uCEmalOc+egGvawKNRofL5SA9MY+ugWbEYvGXWTVisYRgMIBCoSASiUxOsaBWEwgEcbmcCIIATI7BAIFTpjEqDAbkcjmV0yr5xS9+yW+f3cOhYy9j0MVQUp5Je3sXLo8ZrcbI/GVXcOb4PjLTtXxj/ScsWhd7ITQQQCyWkFeQgFoZz5xF1xBGw7q7VvPZ+2+Rl5lKfn4J37nnXvoGB3FOWDAY4rHZTFx9uZoJt4hVlz/Cn97cTm/7cRYsXIzHbSIrKYmG0x2UzVCSqpfRZ4/F5R0k2G1lZtwSBrJOoQsnU9PYw2Kji8TqQuraBURqPZmSYc419DMU9NHe7WDxvCzcYic99X5uXJpIf8TPxncGGLJOkJ6UzpypQxw4m4Cpu5055dHEhsPYJbHEpCfRZq0nSZXOnqODjI5MkJKWhOAZIj1WTiAkx63Po/3sOezuyYFZ7rCEOVNScEt0nDrZQJlRTXmhjvYBBe7gCHpBhM8ALit0DXvxBiMkxccRFkRMmE3ERal5/cd3MlrzGnvG4xECTggq0ZWVkSdr5WyPn+k6BS8dszErX09xhopl93yH3qEoAgOHyEzS8e6hUzQfriEiTiaZbt6tcTK9egY5GTrKyqdSd/Qc6795P8dP7GR5yTTq7HLkYQ821wSjHbupnDYbb1hOU3sH5cnZxKWk0z88QWPnMO9tfBu3Z4KlS5ZTc/Ic1oEhhhxWplWWMWEDOQ5yy6ZxdPcuissKUEZENNSbkCulhENWjNGx9FiGGBoaQiwWk5KSysjIMFVVlbS1dVCYm8XaWTn86PUvUEsU/OB736N23w5cfhEqQxQfbP6M0tJi1q+/kcLCQj5//3Ne3/A6SWop+tg0wjIxnb09ZKVokcuNtHZ2o1AoEQkCxlgjXV3dJCen4Pe7sFjsPHTjNXz+xWbazG6idTLuv3YVO44dITk2HknYRtO4nJ6+AQiH8YUjiBGIjoumv7v3b+bpX/ROX6lURrRaLfKInMyCDIZHhvnuw9+mMq+Iz7YeJISNZZnrGJbJqD/xLgvi4mjtTWXe5VEs/fY3+PHqtSxcdicuwyg1Gw7S13SU4ZxUzp09w7LMech1EU4Nt6DSa4mVxXCg7iSpyXq6esbY/tKLMCHmyK7t1MsmMHWPMWS10DU8iFarw+t1UV5eTkdLG0lGDetuuJlikghXaokXV9PY+CxF1XNR1Zl5raGZprqzpCTFUJqTh2VgC/OrZ/PEMxt44bZSfvf5EH0hEVNnz2FiwkdjQxPVU9JpG3JSWDyVkzs/YEaBjD1nrIz3WfFpxSxLk1NyUyXvv93NkrlTqak5wdw163n72ZfIK0nD53JgGfExu8hDSeUUbOIIa3KL+fToQaqXP448JonGhuPUbPgNu05NkDevBEIqbq3KxaaPpkLVja71PE1+Ma/s9LJycTrVdz/Jvz38CKvuXIv1rA5FOMLzHz2NM+RCH6UnGIwwYR6bTNW8wF/GWYhEUiKRSftfrju5XElUcjKCy0F+SSWH920DYOm6a7j3qZ9wdXExYrGYGdVzOXfmJM++9haP3nsnSpmGOx9cx3CXA4tlBFlsEUVzL2fJ1BhO7G1jyxfvc+r4dqKi9NjtVrxePwqFjIqKCjRZVbS01qAVC7SdOY1EIuHuLceR7vyUXQ21dB/ei06rwTRuJiMrmfKKZISIE7nCT6B/gNlXPYHSI5CYV4NjXIKzpY8l30zmuZ8FiJMdZ6xbSqwxnfOjA0wrTMY6NMFlN1xN0NDFocO9dI0OY+/Qkp9r4kCTmkSZE59UTl9nhAWzAqTq1NR3KbCZXDSZe5AK0SSrQrRalEQrvCy+UkLLARdykRhrMI5b7oF3nu4kYlThDKQxoyqODzYeISzWEvI78ISlKIQIEUFKhtaLFQ12u4viggTSsqeiC/bQ1efhWHM/GgXExqeiV7vp67EwNOFBJBKRYNQTiEggEkHic7BiwULWXhmHWh7DexvfoHII3AUxbDg6zJMvPkUOIxx98wtebLDSafIwrziBnOlzufG+hxk3dfPU975Df+cg82fPYWxskJkzV7Bt7zYq84pRxKkIJFtxe908efcTfLqtiRhDgO7zx0iZOh1dMBqR2ENbcwe5OUr62718sfko9hC0tTejVqmJj4+jp22UOGMIHTpKFs3mrT+/Q0luDhpVGH/QzKqFd3Km+TjNZ5vpsdoJ+oIEQgGWzFvA6YZarFYrOr0BrUrFuGUCpVzCtNh87n80gbHeeHbWb0Ps0lLT5sRh97KsKIH40nREigSKimfw/vsfIJFJCPiDHD1yCCkQEMRIJRLEYjESqQSX04VMJiWzdCpl2en09/XidE3Q3tZLUWEJbrOHtSsWsWnXZwyZbSDA+soCGkRJuLsaEAXtiOPTOXr4CLnZGYg0ero7ekiNi6LzK5z+RR/eCQQCeL1edLEqHvzmXWhVUcxZvAyRU0LAFk0gTkxWfw7Jn3Xx54YQlz86nxyDlg5XE+lZxRhUqVgTRHS9v4XiFVeRXZSKPTOJn61bTW+Pk8+Pv4VGr2bR1Dl8smsHKfFJpKYlIgrp+eTQCa5eOI2lK6ej/tiK7EYDIxP9bP/kC2KDEZLzogkLmewZ2M/IuILC1m4W5+QRHHQQX9hDuzydoRY7SQWpjO85xLLlq1BLx5g+L50Th5Zhp4/7V6fy8RkR6UopFfOnM+7KoK1/B/OXfIMFU6yc/OkvOTDUwcw4NQa1G60MKhels6epn/OBJA7/sZPhYRNrr5PiGPbSenwHUbnJRHxu2ntHuf+xH3Lt7CaGe938bGOQUCjMLd/7FTFJM7nm8tV4giMkyeXoJAJymRGTeZyR5ApcA/1sGTfT1lJMfo6LIeUovZKrmWKRcNs1D9G+Z4AW3yDNNVtYsGQ5OaFZbO36A21tPWi1WswXho5HIhEkEgmhUAhtdDShgBelRI7JPAZAbHws39q8nV0P3seIffzLm8FP3nidHc//EbVajUqloqpoLkcP70dWMg+v14tMJsMYl4fT0oDfbyDt2vlclleF3NZIeVEBz/7iCPHxsQwNjRJlTCQuNor+842cOXMOeVMnMilYxHLiU1PJzsjgnWuuwuUaJHLh6SMrJwV/IIghP5Ge3nFm3pmJbd85Viy7Dbd/grHWQ2h0uVx5220MHvkOgvJabrlrgDc3eLlq6RDRmXoOviJnqKeLRx+fy97dn+MyZBNMSETu8vPTp1J4ae8E8hYta6+aysHaI7hMVjSZMex8q4fkqTMY72shuziVIdEAE2NGCjIT0atMnN4hZszqpSBFRWFqDGe+GECWEE9lVTEnm7y8/3Et47YAFRXpnDlzBp1GhMcfQhDCtJqCJKdq8I1bKQ6PojHVMuQw0zlmBGDCESCvKJaQe4ySTAOpGvAFpSTlJjI4NEFt+2TZya2nm2juGyHgHkEaU0inf5BHZ1TQ9vkg993/Ij//wS3MuPpyXuvfylhDP5+aJvjp1Fw++/hN5lbXo9Ckoopz886mXaj1elJKnKy6ehXDthYyqotIl2fy62c/4MXW35N++4PkcJiBSDx//P0nLF9dyua3jlBcFI9CuoCtJ89yvKGB+Pg4IhEYH7dw3+wSPPOncuxUF80dTUxxK1i4fAXHDxxArZSj1yj4zSsvExIiKOUK0tNT8I+HcEvc1NSeQXFhIKjdOoHb6SAhIRmfzU1CSgwnd0wQUlXidMmJS0pl7PARJDI41mPlrkXl6GNzaGlpZd68uUyvqmLNqivQRkVRnD2ThpbjuLxOqqZVEGUbpVMXRZzIT7/JyYG+/YyNjVFcXEAoFMJmn2DcYmHT3r3odFHYvAFGTSa2NHSSmeJAnphDzZEdFMk1aHU63F4fw93nCYeDTNi/Okfnonf6YrGYWatWcduq1bR2tHPvHfex87OPWbH6GlLDVlzjen668dc898vHeeLl+0lSGjmeeI6uHhdB3xAvntqKoWsfZ841Mrd7kOz8DA5v+5zagnIcwihdZhUtPW3ERKeQEJdMYVYZobFmZPmJmMYmePXlF5CLAqxcfBflIj/HSiu5x2nndF8fcrSsGFNwsDQXTUTKqHmUgdzNuLtm0in6kKk5ZZxsC+AfGiEYdKE5uwHDCj1DPVJSVWIaBs6hUk/FpBDT4QshO2ZiTU4r5QUmzpoP4jdruXVxNj2mPnrPdLNquQzThASpzcXqimiO9we495Y8Dp9Opbf9EDf+4haObvqIh1bEMNwTw6JZegrkm2kemIk7nMHvfzabTa+8wsFjdqz9P2JqVTbpqjQ6OkKMVQwTIhqn14k05KautptMfQy6UCxpyTPJ0H9Kbv4imusbePm5l/AqR0mpzKe0qpxrl5Vzar8IY1wlXm8Yu90OTKa9xcTGYow2Yrc5qf7OzzmRZsR065VfdvraJyaI7+zm288+ReOxc7znctDV2UlUJMxtd93NT3/4Q0LBML7QBPNmz+N3D95OIBDA5fRwvuYw5zvacJuDlBt+SOPx3XxkH6HtV78ljIrk7Dz6+4eovuYx7rxrFv9257cYbD+PXC5gHjcjEou59vbH8VpjyMrq483XfolINKn7yOHTxMUZsY4PMqswE6EvyJJl83B0uUlMSGPqyqsZspzl6NkBxO71mE9/htsZwe8Yo1ESzcKE1QRdryAb9NJ7TMLhLaO0ShxoRUEGzCEaF0RYXjqP+l3naLM1kT0/gMyXTHOdk2ZXCHt7H5ocPZXFFTSbkuhtbSApegi/TYxS5iHYa2bUZ8du7ycqJocpKSE+296D2ebE7Z4cszB32XJOnz5NRoKO5l4zfr+P2NhYrLZxtDo9OwbDzA9FaDH5sLhNuFwuFAo5HZ0d+H0eVmWFcKskaLUpRBwuvAqYkptMstFLbL6PLZuHSU7T0VRXx8oFszDmVHNH/lbe7DCx8Y1PmPnaH5i5eIy6hn7C4TDDznhuuGMBE/0ZRMVuJidzCsvmXkYIKYWliXiiziKr8/OLB97lluvXcOLwbhpUCla4R5CvKubAkVaylUEqkqezzX+KDe/s4v13dmPQyFCrtFjMZhaXayjLW4g6OQ9Hw2FUCglZMRLqmw/j8Skw6GOwOawMdfQRExODy2qFYITh0WGMxhisJhsSiRiJVEokEkEulxMIBBgc7CXWGMeeppNoFUpiojYzLhXT0NhAOBRGr05AKQlwrm6YfQe34PP5yMhI48yZU1y7fiWH9p9mSmEZKpUcs7WHpbOmc+z4CXJ8ZhL1OtrPDOCRRNBFGTjfPMbaK66gv7+b7p4hFB4HIyY7Xp+XUCDA1GnTcdjNxEwpRXnqEJVzslApwlhtYTx6Fw6HB5vF9pU+9aJ3+gDXLlnK6jVX4JkY5+zxY6So07AfaMSfoMPaJyLhQD7HunfjKi1EFtPD6W2fs+90DS6nB7U+THl+LgXRRby+7R0OnD3KbVcvIT/OwJsbNqHOzsTpcbN1y2bkSjXnTp7hupnL0IntKG0KXj95nuLcTJIPb8Qw9yFmp0o42ZqKbMxG1rTljG/eSG56LjO8MWRevprAWA1C3HmGmhMQbI0090lpP9zH9SUuRnY1su0DOXJdH+NOI7kFSby84RR3fnM51vPNlEeJ2f2Zmeu+fRUdm7ciGlNiCyVw85Iozmcb2FMfRhSRI0QiKJKzSbQd4XSLkdJCJSqLhsq4BFJvuAJr/zjtnXruuaaQoGcHp2qNzJonZbx7F6lT5yOoYGKih+azvRxze0jUR3B0jXHX09ez44v3eePNV8jKrMAU0VM5ZTZhSZiU/CT6Wzbwya4vsIrcrJltQJcRQhSexa5TLzN2fBbBHAN+vx+n04lSqSMc9hH0B1AnV6O9rZrCWy6j9s3PLkx4By7X5NTZq6un8Vl3G9/+xje4+9prKS4q4rv33MNE32RxaI/Xzbm6BqyWIZo7OxAEgXA4hFqlp/N8P6FQiBevXY3d4SCjZBpjplEKpk3HPDpKbm4u57f+hvh/u5Ki8mlIImISE3Uc2b8PqUqNWhOFQeNl6U0/4fPPXsPvdZFaUYHQVctl86qRykbp6h5CY4tgG4jH4xhGWttMXm4pOn08ft9RGk/20dW1H236zfhsSg7+sZ6BWwq5Y3EKAfcUzoyex6xOISpiIyakQZk6Tk+bjR3bOjFKmzh1IJXUlBxMQ4MMW53EFcSSkwE+h5bmxkaUaWrEUX721/WREQXe6AKy8iw4w36EsIT0JBsBXwa5OUYGjtZQlaDmaH+Qd994Y/JpSy7mrvXVdI7I6OvpQ+zoxaBV0jjo4JBChSEuD/PZWgRBICXRgMvhhwhsa/TiiogRizuwO9zEGGNIiDNQmuVmwYJUZlTdwo8f/zecTifz5sWy4+Qodzy0nPce3kts1VyS0jOoXnkLS6oX89iTLxGjA83gfgYnkonSJ5CfqMOrVFBmFHh7zEmFey57v3iesf4O3nx7AxJBhYCE6NAosf757Dv0BhlZCZx8+Od4fR4EQUCjFLhpjh5rvxx9moFwbCw+qZ5MvYI6u4sCfSq7+g1I3cNYzSrEOgGtTkckHCY6OnqyszbiIjY2FpPJRFx8PDlJCtw2OckiA12eEdQqFV6vj8z0Qs7UHgVDGIu3C6VEi81qQaVRU10xi2nVEY4fHUcrUWPQ6FAp1dxy4zIyMhNIMSowpsfT2nmeG/IMPLt1Px7TCMYoJU6RlkKtE2tCDsvLMtl0pI/mtg5iDXHIBTk3rH8Su7Wed95/BUEQ2HfkKPGGKLKCu/j2fd9lxFpLjM+C0qBFJomi2e0jW59Ki+n/YT59QRAeAu4CIkADcDugAj4AMoAe4NpIJDJxYf/HgDuBEPBAJBLZecE+DXgLUALbgAcj/0Wngkwm44O3XyMnM5fpOcmUVJRhlOnZ+cZRxlPFHN4wxGDeLgrHb6a3+W2+++t3GDON4XZ7WLp0KUNDg/T0m6muXEBwc5ClC+ZBMJnc+bNQbNnG6bMNvPX226xbtw4VAqqoFCQqMUOnTuAUiiEUIS0hlm6XnJbjb3BjxrWEhRiqRnt5ZdPzZJntrCgtYYpygt7jQ6jDfYQXZqGZ6KPGHEtIJOCzmvG7AvTlryXcd4zuc2ai1EO0B4xcf9MNzMtPxD17GW6PGZ9tjK3nekiomEqPVcXCxYv5045tVJSkUlYmpaa3mQmfjkzjFLITG6lak4F1yIqmLJ+2jk84VV/A8gWrue8WGXklCbzz9jmcbhejo1HExM/l/uvX8uzvn2YsmI4/Vsec5AEsE6UYe3eSE6OiMG4d7d2vM2YbJ686i7NDR5G51bhVIsY1bSiUYa4pWYknsB1nQzTx2i/wjV9DbIqLw7XvoFbJ0el0WMzWyUdUm5WxiTYktz7Pa8tnMtpQf2EuncnHzwhw+NQJ9F4vymkRXMEgDoeDg5u/wONxI1co8Hm9DJqD9HVNOnxBEAiGAuw/dBxfMIjf48Hn83H3xs9Bp6Zh+QLyrnqUQ8/egVarpaerkxd/+hQ7P/yIWffeQ6xSTTURzONBzDoxU9XTaK7fhcvtprSoiMTiNLxKJ8PtdozxDmRiEdONQ5TnS2i2WZno0SDxB5la5qTubDQBzwg5iiSiGGJYX07MglGW5h+gu34ZqelyvI5s5I4aRp0eojLi6Bn2MWU8k6mloxjTEijP8uJ3hBnpttEnSAjbo0iLzeL3r+7hlz8uYd8xLVNK4+kShpER5Gx9C3MzpDT1ytApRNQPO4iNszA00IZMJTBg8RCJRIhWi9CmJdPWPkpHxyhXrFnHmTOnWZJroMmtxuIaI2SxYbbYEYvFLFsyBY1ohJ5+KWODFhyCgCwSZMIRJByGSDjC8IiFuVML8HkiaI0+hoctzK4q4te//5QZKQmseHgtVSXxzCyN4+C+7bR98TE7z5i4456rmDZlBg3NJ7H1DZGcqmfa7MVs37IdrUaK4bSF3+59jaGhEUQigSd/+jgqewxtllZaG7qQZ+SwdPoUjtT2MGbtRiyWkJ8QzXWziugxZ5FzxRiXzaikpslMZ0Mjf/hkG8/88TJW3f8p+bFF7O+oJTUmG4fdRsDuRqJSUZiWT19vO1KZApgcqR8WYNSs5ZpKEWLJVTzz6c+R+jXMnTaDA2f2I5PJiNUmMmTtxGaLIIhlxMXFcba9geSoSky9DvTyGOJTp1LTuImPPznAudrzlORno5fvRCqx8aezo5h6+0hNTCYciaK+tYVA0I/CY+HTgAXHxAQKZRVKiQydDhZV5LC3ZZjVl13F5i8+JsOowRnW09nRQ1B3nNEBC7ZIKuaGBlRiPaULbkQk1MH2v+1T/8vBWYIgJAMPAJWRSKQEEAPrgUeBvZFIJBfYe+E9giAUXdheDKwAXhQEQXzh414C7gFyLywr/qvzBwIBHIEI33rgfkSxSQyZTQzYJpg6r4TlFZVMmzmDlWvn0N8lY0qKgVnTqlm/5EoEBFqbm7nzirv4wX3XsOLqFYRCITKzS1AMSxkaHaZ7YoycpBy+853vkJ6WxvWX38By7Q3I0xJp1xroE3eiDkboGrGQkp+HMTWRVz+o4a0Dn7K3K8Bg3Tk86TH8aMcexqZXYcvv5JBYRsugAm9KGsfObubMuX3UHK/l8U966XHL8feP8JNf/4IhpYGesWhqTp3g+0+9yLjPQKszimVL1qCVy3F4FVRXlBBxjaN2jBOjDyCN6qL2yCgFuR04B5/H3TvAYJsTqVrCW+8N8+vf2hGcneQWiFCl5vHk935JQ3Mj119/Oxp1Gb979hWWLF3K7DkpFBRdTrpeTcGsnyGXx9EbMfDn93bR0Luf6GQPne3N1Dc1sH/rZ3gmmpE6B4nrzSIxqZjsjAhWk4658y5nxtKlmIV+Vl6+DokYzGYzgUAAlUqBVCpFpVGjLsvDet89WNtaiUQiSKUSnE4XYrEYQRC4du1aoqOjqTt3DrFYTCAQACJkZ2dz+113IQgCw/2nSUpKQq1WMnfBKnT6KNpb2pi+ciWBQIBgMIj79CFeXrOCcDhEx6ev4PX6aG/v4KbvfIfkKXOZfeXlpAoRJBoNI309xERJyY7X88PHr+buq65CKZNQVBZPamo2S2ZayIw5TtUMO7fcmMz0HAN6hYV18zPIS85HNNRNV+coYUkjGSlizo+KeHvLPvTeMcZb4ZONduTiTxnRTidnrpq116URVRikvq+PimIJlvA4PbV2zF1R/PmgmFafCo++nLq9Ydq6BHxqD9ULcqhp8WJMrsPtG6ff5qF7JIQ0KDASkZGbIEImlZGSFI8qNELI7UIhUTLq9REOh0lOjsXn96FCjD8I+/btQx9toHbQw/DQ5KyzofC/T2o3s1hOtMiLy+Yh7A2yeEY2pblRGPQydCoVbo8bu92OWBdL00AygzY3crmcax59hJL8NKKnpdBg8XD//T9j9/O/Ze+nO3ljez2d42aqSxycqfkjW/ae4pk33qI8XUl6vJ/bvnkzB7qj2FnXgsRkoiAlhYcevIe9e/fTOn6aGUXJpMWK+d6PX2TcasNkHUYsFnH3mnnMS8/GmFlIVXkJN9y4lG6HgT+9v41XPjvFSZuDU0NTkKmkxEU7iNZp0WgFiHiZVlLI3MuuY8Bqpqi4jFAohNs9OV+OzWxhcKyFP+3tpJtTiMViglIPfaMiUlKTUanVDFtNBINKQmEPYoUYu92ORBGkra+e5pF2euyDTPgbkMlkmMbH0ekNpBQW0TqkYtDtJhiOkJicTlZ6JhKJD4/fy7z5C4nSpREJgVwfRbzSSXZsK8boND45toP9n3zA2OAAKqWSoFiN3zGBITWXYwcO0tx0BvuEmXhjBrpYDRKVi/gZK7/Sp/694R0JoBQEIcBkC38IeAxYcGH720yWafkBsAZ4PxKJ+IBuQRA6gCpBEHoAXSQSOQ4gCMKfgSv5yvvRJFmZ+Wx4fQOHTuxndHCEipIqegbbiSrU0DFm5d5v5vHhh7Xkqf2klZdRWFmNIixjalYuqqgcZi+rQBbqQ63X8syDNyCK0vCDA89yteFqrl11HceOHCEhzkhZbiHqfj+v9T9N9KYYTh7ZxtZXXyQhXIi/1Ejnr36ER5XJwZ4WtFoNbRIR19z9KG0tB7nl1ut5bcshdCKBMZ9AttSJzB/hW4kqTkRnc1l5iE9O2xge7ic6JY+tJ+rp7JTxjXI7Q61dlMlcHHcn09RowiCRMTUujRZBhcx3lrpzYySHOhh5v5XkG66iyroPRZ2BvAUehtOXcvC0mFOnT/Hgg7cju0JOWeZZfP4CXn75XapKu4k33kB0TBwHD5zh6tuvxdJnwTzopSDFg2sgheb9z9LXZ2T1LSWMNOmJSq7H2x3G6XDi8LcRJVMzLX853cNj5MwPUb+/C4l6NopkJ8drLDiGDHQNHiGy9ie43W78fj9arRZEEB8bT8WM6dz6/R9wZVEegiAgkUiQySQIwuRgLZicJ+f1119n9+7dlJeXEw6HCQaDFBQUYrNYkEgkCEIYvz+IPi6VoFLFk7/5gEe/vZZDH32EWCqletVllDx4L8a33kIRq2e4s+bCcQKmCQ/XzlmKVRvNh/dfxzd/9RsO2EwMIvDCY48zPjxKdLQekUjCqiXziXJ1odLIsSRUY/F7kfhjSJyyFH9fHxv3+qg9XYco5KC81Ut9IwRCHkwmKwtnVjHgnCBZkYIpIObVPW2UDm8k3TNOxcplKPOyMahFDEeiMZ/biqxMTXZKJaPWLQw7z3NuZwBDXpj29nESuiwIhgBBsYgTwwGwCySm6KmttVJdIqFxxEuMEMLvl3BZdT77TwUQiYexuV2IZWpEQR/HT7Xi8XjISc1AcDtwOBzoVBKqSjPZdLATAK1Gi9liJj0xhpb6IaJkXvLLy/hi+0kO1Y8T8gd45K6ZiMPnsCelcmSTQGDJDcxtqcFkn0yx1Q5upbIigeLca3jmhZ8xY7Ebp1LH9pomdAk6HlpfSMCXwMyyJH7/3HMsXzGVnu565s2K5oOP9vHiO1sY7O1GpVLy0k//jTc+3c7nW7aRnZqM5r6H+WjrFvqHRwiHI0SA5XOmEm8Q0WgO85sNmxHCcl7dE8Q8EUJQKKkuK8HmF/GDH/8Ij8eDPEOgKicGXXw6WdYk8nPUbDt1gKHhQeaUaDkfDKBWa3BfKLrj94eJhKXs3rsfldhPUWk8PswM9rlISkygoeE8Wq2WEEE0Ei1qtQrcClpcTvQ6A05fHBb55HQvI2NSioqT6G3vZv++fcSnZBKljyardCZqfwdx2iSsTjOWCQdW2yjx8jz8tiEmfIO0q4qYX3QZOz/fSMWUMvYe34MQ9tHV041ep6etvRmFXI7UUE6s0kZSVDb9cXamRluQDAz+951+JBIZFATh10Af4AF2RSKRXYIgxEcikeEL+wwLghB34ZBk4MRffcTABVvgwvp/tv8fCIJwD5NPBCQnpZGiUxA/KifoDROM+Dl6YB+rylfjHvEihMTMMJSjjTJj99iIMmj50wO3kJMYw3FRJyFNmDc+fp5vVlQwY8l0dh0ZZmH1DKKjRCydWcK2PVuxTlhZrbuCqbeUoaiI4Znnf8vvnvkpecZY7n/rGTa+9w55d7zGhqYt6KwmigrjEERaUmNDTFhSWGkNsclpotLsRlSSw1GzjayAg4bPTzDvuhiyrHXMvL2QuhEjT73QgELSwjSpnUjcFNY6ouiXtFASOstEWgIxybE0dJ3CaAwTmpJKgjdM1aJY6mugcWwCzexYBjrcWMcWcL5+FLsXvvXQtahzo2j6aDPisWjOdTxKdtQASxfNY1x7DU5RGJlGR1/jJyiSbBhT5vCLH2+mtaWXFdPCjLkLWJTyA8oTt3OoPR1RfAYV0mOMNvopLS7GYrUywh7EbXMp1xbTf1iDfDzMu109rAuVMLe4nONnBr6sVWAymbj6+ut44kePIzUaSdRqL+TpiwkGg5NPAlE5qGU2bDYbpaWl+P1+Pv30Ux577DFg8gnvwIH9RBuNBIPBydh0SEFIFU3dwc9J1WuJSS/G2n2eu56+m+NbWvjk18+TlpKC3W5HEATGxsYIhUJUz19MnlLHDk0G63/8Wzb/4QUcziDRMQLuYGBy1lWPj4KiJByJ5WT4LSh6sgjFion2O/j9RiW33jzAkbpuei0WZIYoYlu76EmoYsjZT9gxyE1rFqF2hWn3e8iKVxGtSaTdEoPV3MGxzwMMdW1l7lWzafTEI+5vo88SRfVULZ9+cQzPWJhzASXLF8cgSklFKunji+FO0lwCuqR4Wo45ueJKFROtEsYCPpZcHqT9eQGrL4Qg9fPnz2voG3Vw9Qw5Hm0ahqCU04Mm+getqFRSOvp7gMkR0zMLVZgGx0nNyKS5sR6Px01ELMagS6C2u5egLBZDgoJv3XcP/lgvS6vmsOvUKLmqCWZl5LHovlye/8knVESbSCi8GrkUEpKNRFuk/O6djZw+P8zMqn4krnGCdgVihYHMmbdhOfAOKcl9JEdCrJyRx9GDh7jt+ldpGXSiV8uYubqSmKQ57NjyAccPNoBIIDOzAp+vm75BEyKxCAihUqk4VNNMY1sUMyrzcQW8mEzDSMfEqKMkyMMGfEE9JtsAFouF3OQYjg0YWJYxStdEgNVz0ukPjDI21o/NamfXSSehUBghEkYUgUSDkn6Li2LDNBosJ5CJIiRG6zlT14HfBy3NLUyZMoPu7hauvOUKju48hRAOItM7kPk1dHS2k5qmIEqcjBWBlSuv5Pk/fh+5XE60MYHsnGw6GxuoPbELv8dFnNFArF7L+LgNn99LXP5sjmz5HRZFiKA2wMlzv0Ypl3K+vQ2NRs1oj5WgOIw/FCA+tZTOpuNoRGaCYTddzvMMnvfzcUo0JRLv33Ktf5/TFwTBwGTrPROwAh8JgnDT/+2Qv2GL/F/s/6cxEnkFeAWgoCA/suHVLfgiFpRj/Rw4spd5ZTMQx2pI8UtwproIRxTc+6NnWLBmLSNvfcKK2dXsO7qZz8baOWVqoba2jowfP87BYw10NTezbtmDHDn7Lnt3H2DW/Fmszp2Hya1A4+3D5vOTlpbGy3/eRmFBIT+59no0Gg2bWs+xv/ksHreNVdNv5vdv/5mJkQF+vP46tLYUUqRqOlwujJZuOsb6yBZpKcuMobrnAIOWIJvCOhYVNOD3+1iZInDsZBq+/hZshhS6j4tZX5rD3BUjHB6OomBaFpbWEcY6BZaUxHC228SWATnF4iA+43L2nDzNNZWrua30EAfOKXGPeNB5B1m7oJQ47XnKY2NRZq1jcCAVe4oOmbqNwYEurExH02firDCBuGg6paIkmlrrUWkU+AbPsKOmhm6vl/TYdBZUVbHXXEtxgReLfxcLFqzlN498jEytJOxoIntqFuLGlWjze+hSJVGSlk7wcBCNRoPPH2D3jh385je/Q2Qw8OdXXpks7HEhd7+kuIqGpm4WL17MihUrSC4tJVGm4sWX/kh9fT0AOn00dqsFl2uyHq5CpcI80Qe2Qa646372bfqAonmXcWpkmL2v76OhrgF27eTmm2/g1KmzjIyMIJVKiEQi5E+fQahVhKW1Dd2M2VTUnaXhrXOYx8cvDN4KIhKJcDrG2PaHn7MVDaHRfgSNFo9/hNb2DvqHDeilTnLnrsLW28jZMSdK9SDlVZCpj8Er0RD0epiRFo1Z7KN/pJWwOoF5+al8fNhB2JvA3qe3oEosRCKaYHwkSGCkFY3EQXK1jK4tXmqHBTxtJ4jR55HgFzNU52JWai5XTo3QuXOQ6SWF2KUeQv0GCisg2lDE7s37GfeFEASo64iQluukvdfMqFdKbkEsYqmPU8eHiIuLozQzEUdESc1gB+bxye/Z5/US8HqxWUcYGLOj0UvpbD1IitKDxqfD7/uEx7//C85sGuV840k0Og06aw+JZRV0db3HM4/MpPP8MJ9vHeNs03liYqKRh7VEvNHExCu4s0xH5+n99Frj0W7by61XLsPqM5EmDbG9y05mVgpRWgVNXf2MH3ufacXl2EIhQqEQMyvKefXVVwgLARQKLQqlFJfdidcfoEKTTVWRhC173eSnxWKQqbF6xyibXkltcwtlM8vwe0ZxhcSMdrSwcUTMssJO/FYRb2w+i1QixaiPJSwKMT4+TlJ8FEniCH61CiwuxsM9pCbF4XMMc+B0H8YoPeuWrqDp/GH6+roRiUR0dNqQScLcfc9l/PGlXUSC4xhjjbhsQxiK1nH7fRW43ZOpy1OmlHP2bB2drQJheYih7mHkqihCYzY8Hg/x0V58Pj9n9r2KSq0mP0NL/3AXeRk5dHYPo1JFsNl8SGQy4uKM2EwWkoxTGOAUdlsnycl59DnH0CkDRKw+OpR/w7Fe4O8J7ywBuiORiAlAEIRNwCxgVBCExAut/ERg7ML+A0DqXx2fwmQ4aODC+n+2/19pb+/gN5v+SH9fL4kfpvDRSx/ic0SQlYoZGWvj4z+doWr+ND7dvp0zTU3oFGGmL/opx8+cJhzsRR6Uct21a2lpPEZYpuXGFdfxu98/y49e/xUOIZqIdZCq7DwO1E7wSX07epWChYuXsHvHNr51533EHzvDw49+F60mhgSRlcFQkM07NuP3ebn3zm/x3GebcEy4qJ4xjb6Rs/SZ/QwPThCYmk3ZvGzOnDmKYqifwjQj3m4Xl1WVMS7LofoHGs61naLzRAtumZJ9+2vR+suZtUZM0zEzpm4bCYkJ+FW5+BTjRGtMJKaKsfvimbVoCfOL8jm+4yyzckrY+86vKVg/hY6tXTRpYkhPaSCxvIrjB47hHAzgLsonPiGOguIpiJr+zB+f/ozb/vBHsi838uMbr6az7wwLpsRQkd5FgaqYmNhEPj/Sx1U33EqabRekL2TztjpmVd/I5/t/yuV3voNvRxxTcz7G4c/j8saZvMvNANjtdvw+L2avh7mzZ3P4xHHmzJr1H3/TjkacdhMbN/Zy9OhRvMEgXW3t6HQ6JiYmY81+n/fLdLlwOIzPMzlpW1JqClNyMqlB4JE71vHBkiVsfOBWYLLTXyqVARAMBrHb7WjVOrxnTuNcdBnpuXN5YXo+xigRd9+9kh3HezF1dFFUNoOsdA3zqs5xbEcd191goHG4hInGEG1OEUFRD3V1zYTDIdoGNhOtk6HT6XE4zDTUKVBkrCClKhGRXo2p1kdX5ATp8XK6huy8erSdwrJUAp0HaOyTox/rJiNNgmmsi/KSODRx09nz+QCL84MUTQnyxZs+AjF1TI+RM5qhwSMLsOWzbpamJJGcJeV3b1kJC1a6WsBdJGZqnh6/KJnTHb302twM1o+hUknIioujNMlIQ+fkX0wikXDyTCM+IHghrAagV8jwBwK0D0wWoY+VTY6tWPvd7/DE+7uYmZxCW8N54qOllC95gkP7DvLsY9EMmXM5V3OIgutv4ujhVq6d5SQ2rQyxJo2D58+TkpHDQ2vSOdQRwn34HFZJFgfq3Eg69qPRKvHb7EzJSyIqLZttH21CopEjk4hwuMykJufR0nqKDV9s5NFV0zlgHcUoqqR9tI4Dh09y1xUJZEkTqZo3l8hzB7HYXWRNiWF2yhTO9E+QFSfl5MGTLFuSwd49o6hVKqI0AllJHppGTSwsTGH76R6WXzabzz4/iEwspqVzCI1CRpxKhkgkwh8yIZXEEZMSg0KqQ6rIoafjLDKRmMT4YmrbjzJa10BmbjqN9Raqq3Np6zDR3tKBz+ulTNbI1q39XH7VNUilUmLjdYhEEcSClOGBETIzM+nqHiLs8hGKwPLb5hL4tInB4S4QpPiFWJRqCyZTLyqVn+GRMDaLB60+hrA7jEqhwm3bQZYhgXbbMD3j3YAOvV6CSh6P1+P7Sp/698yy2QfMFARBJUyOk18MNAObgVsv7HMr8PmF9c3AekEQ5IIgZDLZYVtzIRTkEARh5oXPueWvjvlKIpEIPb092BwO0gx6rrz7Shq6W3n5pZf5+c9/TltfAwd3b6akpJjS1DSe+7eHyKqawYzp0zj20h+Ys+gKFH43x5r7efHl51BGlXLtt68h5FRSlZdKQdV0LAEVP3r8Lt5+/XdkpJWgU8r5wb33w6iCTQEY7osjNiOG440D+LweSssWsyi/kMbDm1i4YgFyZZi6tlYQaSlSqpkVJ6egpZbWzz5iW4+I3dpUisZ7SJ5ZxZz585hx3EF2zy7mzZmLNi+J4vsuJ6U8lrjClTR0+oipXM+Ch9aQm5LGmLOAzm4jt91xNca4PKz2MGeO72eoYzdtZw5g6dxHisJELCcITzQye0oiCQtv4diOjaQUW6koLUJm/oj0tFiE4SGMpWvw6Ay4h83Elk0hd1YW9/ziZtp7B+l2xnCgKw3xWBIqxCTrywjEBcjMKiNZY6N5ZB/fXL6M5QWJqMNjtLvf54T4j/xBuJ/O7maGh4eJulDIGaCrvR2VVMYPHn3sS5sgCJjNkwUeli1bxsjICFesXMkzz/yKF154AQCdTofX42bHzp1fjub9y+tt996LIBez7LIV7Nqzm1/eOv3LvoFAIMCGDe9jtVpxuVyTNwEEvnHfjfz47mv45OrFFOdmsuSGG1h0z8MsfOxdklOTKassZDxQz4jXyPSZVQxIUlhQpaF/pBtZaAR1tISpVZXodBoyMjLxBKHJKiOxLIvkjOlYZRP0HN7CiKOTpLwW3DYf01RGLos1sXZ5AfHBBtRhF2KxiHFPiCGbF2/AxQdbnUjHnYz2O5g/20/zeRHZRSn4YlOYMSuXQqcDf3MD9pBAzZCdP795mrAEGhrUJMboGWl10m3zYRoxk2GUIJJIidHoyNBLuGpdOb12CYImC5lMxvj4OK5QiNzMNNLSkr78PcbsTsRiMYbYySL01127klu+cTv7PjzEiqt+TmxuJS7xFDwp89AYk4mXRuMIl1Nbv4mWfhUvvrGfLXtqGbR6WaYfZXaahtUVctbdNpfP9tUwr/oWjncFkPi7GHcFGRs3Mz42xrIFVaRVTuP2+65h3OslGBZx2eIFdA910NXbQEKCkbaOdjoHJjh4pJ9+pZQDh08RCATxj+tJmpmDzRIPCNi8Yfad6OF4ywCnTp9DLYtlYtxC7eFeHH4XPr8fmdzI9pogW8+0s6WmC41Gxb59p5lWkoFUpUUikWB1uolXSVi6IItZM7JYtLwYdUIUZQXxSCUTjHpMhKQ69PEBqsoqiE5KYO7lizl8sJ7k2CKcNgelVfNQKpXUHzlAYUoSgsTHunVXkZA9hTXrbyW9JI1rr6siMTOOUNCHLxQiITmWnrYRqrLmExWlR6VSEXFP4HT5ECkMmGw+xm0OEIUYt44RwI3ZbcdjjTDosuAL+PH7AqijkujtH6aztxWbZ+QrferfE9M/KQjCx8BZIAicYzL0ogE+FAThTiZvDNdc2L9REIQPgaYL+98fiUT+0rT4Bv+esrmd/6IT98Ln8ZOHf04wYOfaW1byxE9fojswxoyyQrLzMhgbG2FNtoa169djGgoya24Zq6++lszUFEI585C31/L5m8/w6kdbKcotYSB4msLymVQUliE1irG0dbHx4/eYN6WEW+75BYrzAldceQ9ulZWgJp7oHgM331HFk68/QF72LFaUJaFy+vm8o42oCTnmmvcoLyhHIbHSa5rAYFQwJs1kcGYUh06fJT45CW3XMC0OMQ5zDq9+/BobfvlL7LVeSrPdJM5bhKLAwNhYPGl9n6NdfiXDwxY6JoLsOnKe6modY8NNeGyFiMflaPp2sXJZCj3b3kPlMhOMziN92Tze+qyby/NT0Dl9uGJXkDetHpcrhRO736N57zgzrmtn2vREJoQ0yqZVUJCRwXhLM48/9RhDo13UbWhDHVOIvbuVrd09lCwsJyKEqK27EUMwjSUzF/DethfY0L2QZYmHiY69Ar/Fj93eS2HJ5Vh6DuF2u7HZbOg1cUw4RgH41W9/y969e7/8PVUq1WRlILWap59+mtHRUa6++uovwzgATqeTGXPnUjBt2v9xPfzqiSd454vNTEmI5WRtHQ/e+xRiiYTghaL3wWCQsbExwuEwgUAAs8eDRqOh5uQR4lNiWbF6PXadiAPH7fj2n8RhGcY82EBKnJjSwkpGT2zGfryILf27WbT8WqweKTGeAWQeF6eO2SlQ23nkyW9y5FwPjUePoM3OJTVFQK3OQZPcj3lCjEbr49DoGPX7W0heHItE56TFpmLYYqE818fAWBBLt4ep00VsPexEGSXis6NyDjYOkC/yYtKl0RLVwOGAlkq5GLVYhmvchSkAKgnkxskJhoNkxwQ40BZAKhO4Ij+eU61m4gtzCAfD+JDg9I7R0zOBIToafVQU3d09CBIJ48MjiMXiycFHSgX3330jMYYeHv/5QcSzbiKv5VMCURlYT2wnmDvBuDqb1lNbSIq+DXVBLkOuWlRSAb/LjdwAj/7gYfTa81hrXqe1uYmD/RPEJo5i6h3B09NKxRQDLqsIQSSQk5vLnWvWItMomVpRzpsv/RyJVI7JbOGVDZ+hUqiJhEKIRZM1FT4+38ui4jK+2PQuOrUGu8NOc7ec+DYZXQc/JxgMIlUoWJKUyqxlV1A1y8zn7+/AF/ARVVDOHJmCPbuOo/VIKJhWQHJ+Jgd37iUnJZ/O4WYkBg0CcsTiydCk2+fH2y/gMbgIuL1IIwGaOkSMeXwE7U50ySFaWgfJzsgnTqPl5KGTLF64Ek2SDpfTRbi3jctuuZG2w7uxej1sePF5MtPT8NY3I5X5uWn9cgZGQ1gM+ykwp2IZ8iOSpLJ3/znK0qXExBsY7R2nb2QMbyBCblo2JvMIHl8AnVKMRKTEYvfg9rpwCTJsRJDKpKRFxzFgbkWt1BDyuykuyOfwsYm/6VP/ruydSCTyBPDEfzL7mGz1/639fw78/G/YTwMlf885/4JSqWQqy3FKdtI/aCYoCvCLx77HI9/5IUf27uJsWx3uJ58kq6KU+FgBh8tOR0szfV2dCKIYRIW5XLn2el777bOoc3L54/r1yGKM+Lwe7GYfp8/UcMvaW0n6jpHRc8M0JrSSEh/HJ5+d4557bXS1KAj5DjJTpaDqsbs49P4LnDANY7KMcH9yCXuiY5lWVMrZhmNk5arQBfwkdHRzJJKHISmbRVka+rwDLIly0VcYovDhK3l7z5uISWa1ezW2vCMM7DiLkFqERi+it74OQ1c7O46PUBAjYeCTBvrMHj5sqGG2YEE9sxiTR4U0Lw/PwChNoymc3L2bKYlafrqvk53f/C7x2TG0Nk3laP3rfHFQzbTUKopLlKi8u3npxGFG+3uJj4vh6ede5MnH7mTbth3c/8PvcvCTD0nPSWV6cjJ7dryHfzSVc8M9TElSsavOTLQmnu72HZx7Q091bjwTExPEx8czMnjqy8nTJiYmEIlkKDVReJw2nnvmGXy+yU6l9IwMent6AJg3bx533nkn6enpuFwuVGo1bpeLKIMB28QEfr+fNYsnLy+RaDITQiKRUFZahDBhZsqMaTz0bz9iqK/vy86icDhMOBwmMTGR0dHRyWOkEpKSkhgaHCI/N4mbbr6Rk/Uf4u2e4Lv7f8n06UbK52loPeTkmV8c4p7laooWKpC5vs/e2kMU6sTkLU7k+GYrWo2GlGwNp+vOkhDKgbwriC7oZG5cJv1iCyePudl69DgqQYHgHsYSimLsWCMxsdEoZR7kUiVJIoFuf4BArIamRjM5efEY9FbMDiXLF2gZ7cmm61QToiBELBE6hywk5IgpTpFj92g42jKBELaTIgrROCpipi6MM0nHrtPDxMeriUuM5siRen72q3ZCQT/R0QakMjljY2PIJRF6+4ZISEihs7MNQRCYXjmd5vpTXLZuFnp9Hf2fvcad669GU5BHw0c/p7vVT1mChrrTZvqK3+axH9Sy9qZ5pKkSWDo3ihlrK2k9vZ/jB5tYkKflJ5+eIRSBccdudF4nNec/pKnRQn1dK+FQGHwB+lxeBs92smvTdvSZMq6cm8aRegsTDifRBjUj435SM3QkROtJiI8mqzCGyEkfE3YXcpmUs6bzWPY7uO3auWRoM/jN+93UDA8ira3j5NnTGKPVyG0KutptZGoyUChkdFqGWD9tOTGpRnKjHOw72kXXgJeJ5gZkEiUuj4coXRSdZidSRRi/OULI7yAvO5ve4TYykpLJqKikvduCHAXdllECVism8yhJazJoOttPYpqRkpIs6msbyZw+F++ICZ8nQH19IyWVRWTn55GWkMXZ2k+YO3M+Kl8/fUfbOdt4BqVUSr+tm3lLErAZRNS0WHFZJjhbf4LEeCNqpYKMzEwqFyzkxN691Nc3smbp7ZTOMHLHHXdgCXpRSOUoFckEw+3YzP8PHbn/bOLj4mjiI/bUnuD0a8+gkqoonbqK0yeOcqLhOEqlls8/3cyVQhIj4glMKYlUVk4jShXFGmMC01dfT3DdlUitEVzpSvQSKa2jozz1/YfJz8/l2qvXU1d3lne3nWfHJ7spry7lqT88zeuvvETrOYGX3/0+t1y2nszCmzl96gAvbd5JTlYWDxZHcUSWQp/5PIFDtaToppAcXUaku4+i5AC+rCwKgydJVQR4+sQY4ysr8W3dxs0lYR596Gq+8dgJvvmdb/Pxoxkkr4lj224j2/OlLJF3IM0uo6AzyKqFVWx55l3uLsgiOS+XnWIvM+draNttYtWSDtrkS7EF7IiKdeiKy8gyZWDxuKnZdgCpe5S4jLVoTh/npm9lEPEeRKyLI04s5XjvBL9+8c8Upxg48sEGpq6M4ei2j8ix76CuyUNNTxwlCUEsPZ9z283rGDp/FPlgLqMmJzMy19I/LKam7fukpqYyNjb277VwLxAWOXl8w8ccfOF37Ny+HUEQmFk9A5drMiVOIpHwwAMPsHnzZl566SUAnvz5zxmemOC3Tz4JQEdTEw6HY/LzLoR2vv+DH6BU6LlyVYAFy25kqK+XQCCIRPLvUUq1Wk1JWQnDO4dRqVR4vF4GBgaIjTEyc/oVPP2jZ0gt1tPfepDCRSuZtVLLYNshfAEdHreHuEw3sfJB0uYsxyb9MyHRPM6d85GXU8B931QzGE4kIXoCl1WEP8FHVPwQHsNcsLXhHh+jIDMZVVBEWnYKn33RRok+RIspgCWkIidJSmvAT5lRSjgpCoWQSqLOgTpFx6GPxNT2dKKIAqNGgson4DLZaZUIGNvD2LI1NLabEUlVHB0GfSRMbKxAh9WHZyRASmI0jlCYAdMwOqMMtUaDKBxkzGxGJPIgI0x6jJzmYQ9W0xgKhRyfz4/ZbKaguIJtW88gC4fY+N6HNDQ0MLNqJnqdjtTMXD58fxPSQCfvfT+AWh3Hjk8OM21aJbOW5hOOxPLEz57BbrVhX7EUuXIMp9vP+eY+AgE/SM9z1cw5DPV1EQ5Luf3ub3DHjdfx+Tub2b97C/lxIWzRlfjObsPn9WG22NCqUpgbu5pGXR35SSloNfF4XR4KUlSkJaZyqmMAm9VMtCSVaau+xZ93/JRxh4P6s6cYGjGjkkkIhoKM9rRhkffhD/iRCFIEsQqv5QxPvXgKpSBh1OxGIpEgDktZMT+Pxk4v4XCIkqkRdm0dZlZFMdnJRlKy4wlPSElM0HHmTAf+gBt33xgqnYrpJemMm0eZNmcWZtM4vR0mLN1tuCwiwsExZIoopBIpPoWKCaeUXz//FmHXOA8/eg852S283R2Ppm9osjM5Mw9pehUnv9hIIBwmKSORBMGO1RbG4vbwq2eeISc3j8F16+jq7mbRwoX89te/pSJnKe5wG73eCcS+VhITYhka+dutfPgXqJxltTn5zYY/4zbBVYuuYuP3PmONdgm1jedQqdRIpVKMUSl8/7s38eobr1J77DAWs5nOni4WfP929tee50zNUTp664kRxIS9YSI+Hfv37+PWux/g1ttuxRgnQqlUI46SkVeQzzfufpC7v3kvvY5GxvodmPxeqgvzqG20Uj2nmgVLl9GnLqZ+7DBrrl/F3OQkcmdE0dfVyYqbs1nynXmsFp3E321hv11NdEkuuol2HERTMzGPnoFk9FHROJxOjowtoWt4McnJRVSpS0mcegcf7IuhOzmf8y490rxUuuSZvOdXYkjPpHMgga7+CGrdLObPTSU90szDD6/h+hUl3HRVKfLYKCqnS0lIVVF7eojr109l+54ANv8N9Jp9zJqykm9/+xfMKitm07a9DIxZaDtqZuHKe9Be9xjZa27jB/fNwWutYLa1iUjnZnZ+0YpDtoeS5GrUpVZuuj6NmYvL8Pv9F3LqQwiCgEwmQ6ZU43a7mT+1hNqzZxEEEVqtFrEgpr6uHoVCwU033cSy5cuRSqVfTqf8/O9+R39LC3K5HOA/9A0A5JeW8tqrryKO+Oixz6ClqZNAIEhcXBzBYBhBEBCJRMhkMvp7+xAEAbfbTSQcJhj04vF5+PTzjznTeJRhs5/qoihmFJViGM4jitmo1XHoY6KINmTR587FKTLT01bArHnrWLliGpXTjlOWGYNG3clYKMLyK/J45BtLmJo2H6uolfH4CVQhOzfdnMOtdy4mITWWiupKxt0u1IYElFoVIS84RgIc6Qph7o9BFAlSN6rhiy/0JBaXMOCLwa9UcsOcLPrGQuhSo8nNFtM7EeZch4+MVCNut4dgWER6WgxaXQzRKVkUSkMsz4/GZPbS3tjPaN848VEKkqL1BAIBJGLIScqnzyUFIpjtVqRSGUVZRXR0dvL5/l3UnOrE6vUw94YqSJYyPNDIh5v2sOv0PkwiP9NvMLLk3u/x4IOPkZdTjE6m4viRPZze3YLVMsGtN93LkSPHefyHV5GTEUt8vJFwOEJMyhQqpldSXTqF228qZLx/lKe+9RzfffqH2IMT1DWI6O4fZ8JqQxAEAuEwMYo4tjbvJDkqis8P1lCUquWJ71bTOepHqTOQk52FRC6hvq+L6qo83D4foWCQEYcHiRg6+kZQyiXctqSMcCRMQnIKM6pm8L2f/Jr+3SeZnpXMqMUGEQWGKAN5uSnc883LuPO2JcyYWcxVs65HH6VndNRMsjzAQEc7J5vOYB11IJGA1WVj6vSppM6u4J47bqagNJuWunMMDgyh0KpYc82tjA600tfTic1tJq8omTiVh0XLZ6GOLUGSmM4N6x6nI9DHwZNbEEsgKyuLvt4OEhIz8QYDSGRS4kU+ivK0FEjEXH3N1YhFYqRSMWGRk9SUBO66805+/8xv6R48gEwaobCiAKVMTWyCnrDE+pU+9aJv6QuRMB/95EMKpufhOi3GO3OMHz94H3KFAolEgk6n4oNNbwKQrE/mhXfe46kf/AqvDLZ8vJ2NX7zPgllz+f7LL/DA975HckIyH767mZ/85Ak2vPU62TlZ9Jk8uN1u3n1vA25jNDEOMa1ddTz04COEQ2E279xKytxM+vtOcP01qzCbanEmerht3greefdz7p6SxdGTo0yJGkXbL2CccQX29KOcGvbS3BFgxCmlL2Qja3ouh3sHcO3XcXnFCHMKc9ix/SfceP83SBk4yYMPjPDAXbeDJEhAEGjuOs7SX/6Jx370NE/cOofuTh9ey3luv0GONGUmrbVSGgaykNmzGTy9manLp6GOCBgMMzliEYhIT/DmK23EpijweFxcNqeAiNhBUa6OmL4mZv7pl/S2DXLsdCMRaRCrM5O06DCSaVcxa8lv0bmMjOpLuHfZJrY2VeEWnSRREPPMh08wo2Lml7NoqlQ6NPpUzKPNaNVqrBMuvnj3XXJychgZGSEmJoaaU6eAyc5Wj8dFKBjkN7/5Da+++ioej4fe3l56e3sn586vrOT06dP/4TrQqFQsueYaXn/7fUxX/xtutxupVPplX8BfirRMTExgtVoxRuswmScnnQoGQavSYRmfIGnZo3zvuzk8cPtPWTK9E6Wtk+mJU9BEj7FMSGT8VJjo4iGuu+obSCUx5M12kp4ehZC4CFvPCCqHhHGPHtvIUbTGSsKxlxOeeJ48gxRXeQx+ZytZFUGOHR4jLJJjlUezfv3lnDx4iLgYJZF2E0urq0lvewuDX8N7JogV6YkVd/NvP7mMHX8+yanWHr53YwVfHOqmqd3PDatzOVHThEohJkEjo80V4EznGHqRiJh4JV6vQKcjiGXChsEQhV8QYfO66ewcQCwWk6iK0Dnei91m+/Im63A4GGAQqURCzKLrqVRNsKFjH3/85XMcD4fo/7yVbbvuoNRiJK1sMUc2nSFOuokF829BGwyxd99hwpFhvvODNTz12LdJykvHOprJ4tXXY2lL5RevP8PsKVPJnVLEYy9tYHZaPC2DsTS37kYZpUAkERi0KrD6O8nSJBMdbaSkqBqDzMBoxE5/Wx8NTd0MjY7wyzffw+OxIRYEGuo7yS4uYFQ0gXUgiUef/Bm+QICywnwa2zqI0mtx+yLMTovmbPMwSwpSODloIVbtIRIOc6A3TFG6EpnIT1xcPBqtCplGREZuDvMXHUdKEquvPo3dYSchMZGdXR46esz4/H5GLCJS01NIz0qjvq6O3Nxc3t1wiuP1+wm6gzz6k8dQSnzsO3gIr89CMBggfuF1FF4FJUYtBHxce9lVPPfcIwwNDfP0j3aRU1yMb2KE3p5OlGo1p4+dJEoXBVoNIYY5eDyCye3ix3lKPJ4Rbr/zWQ7s38/8uXPZtm0bM4vn0NtSS0KchBNnz+B2RfDXDyIKh/gqLvr59AVBcACt/2wdfwdGYPyfLeK/4F9BI1zS+XVzSefXy7+KzvRIJBL7n40XfUsfaP1bhQAuNgRBOH2x6/xX0AiXdH7dXNL59fKvovOruOhj+pe4xCUucYmvj0tO/xKXuMQl/hfxr+D0X/lnC/g7+VfQ+a+gES7p/Lq5pPPr5V9F59/kou/IvcQlLnGJS3x9/Cu09C9xiUtc4hJfExet0xcEYYUgCK2CIHQIgvDoP+H8qYIg7BcEoVkQhEZBEB68YI8WBGG3IAjtF14Nf3XMYxf0tgqCsPyv7NMEQWi4sO054S/J0l+fVrEgCOcEQdhyEWvUC4LwsSAILRe+0+qLVOdDF37v84IgbBQEQXEx6BQE4Q1BEMYEQTj/V7avTdeFCRI/uGA/KQhCxteo89kLv3u9IAifCoKgvxh1/tW2RwRBiAiCYPxn6/yHEIlELrqFyZKMnUAWIAPqgKL/YQ2JwNQL61qgDSgCngEevWB/FPjVhfWiCzrlTNYe6ATEF7bVANVM1hTYDqz8mrU+DGwAtlx4fzFqfBu468K6DNBfbDqZLOrTDSgvvP8QuO1i0AnMA6YC5//K9rXpAr4JvHxhfT3wwdeocxkgubD+q4tV5wV7KrAT6AWM/2yd/4jlny7gK36QamDnX71/DHjsn6zpc2ApkwPFEi/YEpkcR/B/aLxw4VRf2Kflr+zXA3/6GnWlMFmjeBH/7vQvNo06Jp2p8J/sF5vOZKAfiGZyDMuWCw7rotAJZPAfnenXpusv+1xYlzA5+Ej4OnT+p21rgfcuVp3Ax0A50MO/O/1/qs6ve7lYwzt/+fP9ha8srfg/wYVHswrgJPAfykQCf10m8m9pTubvLBP53+T3wPeB8F/ZLjaNWYAJePNCGOo1QRDUF5vOSCQyCPylNOgwYItEIrsuNp1/xdep68tjIpFIELABMf8AzXfw71OqX1Q6BUFYDQxGIpG6/7TpotL5/8rF6vT/7tKK/2gEQdAAnwDfiUQi9v/brn/D9v+rTOR/Q9sqYCwSiZz5ew/5Ci3/6O9bwuSj9EuRSKQCcDEZjvgq/ik6hf9YGjQJUAv/4NKg/yD+O7r+4ZoFQfghkzU23vsvzvk/rlMQBBXwQ+Dxv7X5K875T/0+/7tcrE7/q0ou/o8iCIKUSYf/XiQS2XTBPCpMlodE+AeWifw7mQ2sFgShB3gfWCQIwrsXmca/nHcgEomcvPD+YyZvAhebzi9Lg0YikQDwH0qDXkQ6/8LXqevLYwRBkABRgOXrEioIwq3AKuDGyIWYx0WmM5vJm33dhf9TCnBWEISEi0zn/zMXq9M/BeQKgpApCIKMyY6Qzf+TAi70wr8ONEcikd/+1ab/kTKRfw+RSOSxSCSSEolEMpj8jvZFIpGbLiaNF3SOAP2CIORfMC1msrLaRaWTf3Jp0P8GX6euv/6sq5m8lr6uJ9IVwA+A1ZFIxP2f9F8UOiORSEMkEomLRCIZF/5PA0wmcoxcTDq/Fv7ZnQpftQCXMZkx0wn88J9w/jlMPo7VA7UXlsuYjMvtBdovvEb/1TE/vKC3lb/K1gAqgfMXtj3PP6BDB1jAv3fkXnQagSnA6Qvf52eA4SLV+STQcuEc7zCZsfFP1wlsZLKfIcCkQ7rz69QFKICPgA4mM1KyvkadHUzGt//yP3r5YtT5n7b3cKEj95+p8x+xXBqRe4lLXOIS/4u4WMM7l7jEJS5xiX8Al5z+JS5xiUv8L+KS07/EJS5xif9FXHL6l7jEJS7xv4hLTv8Sl7jEJf4XccnpX+ISl7jE/yIuOf1LXOISl/hfxCWnf4lLXOIS/4v4/wBHDHK2LsO5NgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rasterio.plot.show(m)" ] }, { "cell_type": "code", "execution_count": 38, "id": "53dce8df", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8400, 16000, 3)" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "im = rasterio.plot.reshape_as_image(m) # rasterio.plot.reshape_as_raster(m) to reverse\n", "im.shape" ] }, { "cell_type": "markdown", "id": "b7658780", "metadata": {}, "source": [ "## 1.2 An example of computation: NDVI" ] }, { "cell_type": "code", "execution_count": 39, "id": "026ade49", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0...10...20...30...40...50...60...70...80...90...100 - done.\n" ] } ], "source": [ "! gdalbuildvrt -separate /tmp/lsat7_2002.vrt /usr/local/share/data/north_carolina/rast_geotiff/lsat7_2002_*.tif" ] }, { "cell_type": "code", "execution_count": 40, "id": "3eb74e16", "metadata": {}, "outputs": [], "source": [ "lsat = rasterio.open('/tmp/lsat7_2002.vrt', mode='r')" ] }, { "cell_type": "markdown", "id": "3ac10c0d", "metadata": {}, "source": [ "The real computation via `numpy` arrays" ] }, { "cell_type": "code", "execution_count": 41, "id": "dd55e1aa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.9565217391304348, 0.9787234042553191)" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lsat_bands = lsat.read(masked=True)\n", "ndvi = (lsat_bands[3]-lsat_bands[2]) / (lsat_bands[3]+lsat_bands[2])\n", "ndvi.min(), ndvi.max()" ] }, { "cell_type": "code", "execution_count": 42, "id": "889c99de", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(9, 475, 527)" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lsat_bands.shape" ] }, { "cell_type": "markdown", "id": "ed52a49f", "metadata": {}, "source": [ "In order to write the result all metainfo must be prepared, the easiest way is by using the input ones." ] }, { "cell_type": "code", "execution_count": 43, "id": "7f90f313", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'driver': 'VRT', 'dtype': 'int32', 'nodata': -9999.0, 'width': 527, 'height': 475, 'count': 9, 'crs': CRS.from_epsg(32119), 'transform': Affine(28.5, 0.0, 629992.5,\n", " 0.0, -28.5, 228513.0), 'blockxsize': 128, 'blockysize': 128, 'tiled': True}" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lsat.profile" ] }, { "cell_type": "code", "execution_count": 44, "id": "3a02ee93", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'driver': 'GTiff', 'dtype': 'float32', 'nodata': -9999.0, 'width': 527, 'height': 475, 'count': 1, 'crs': CRS.from_epsg(32119), 'transform': Affine(28.5, 0.0, 629992.5,\n", " 0.0, -28.5, 228513.0), 'blockxsize': 128, 'blockysize': 128, 'tiled': True}" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "profile = lsat.profile\n", "profile.update(dtype=rasterio.float32, count=1, driver='GTiff')\n", "profile" ] }, { "cell_type": "code", "execution_count": 45, "id": "a8b21079", "metadata": {}, "outputs": [], "source": [ "with rasterio.open('/tmp/lsat7_2002_ndvi.tif', mode='w', **profile) as out:\n", " out.write(ndvi.astype(rasterio.float32), 1)" ] }, { "cell_type": "code", "execution_count": 46, "id": "43b50e7d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "\n", "urb = np.ma.masked_array(ndvi, mask=(ndvi >= 0.6))\n", "rasterio.plot.show_hist(urb)\n", "rasterio.plot.show(urb,cmap='Greys')" ] }, { "cell_type": "code", "execution_count": 48, "id": "5a34de2e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[-0.9565217391304348,\n", " 0.19000604930927864,\n", " 0.21518987341772153,\n", " 0.9787234042553191,\n", " 0.26075763486533654]" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ndvi_stats = [ndvi.min(), ndvi.mean(), np.ma.median(ndvi), ndvi.max(), ndvi.std()]\n", "ndvi_stats" ] }, { "cell_type": "code", "execution_count": 49, "id": "457dcccc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[-0.9565217391304348,\n", " 0.1865998791116573,\n", " 0.21212121212121213,\n", " 0.5980392156862745,\n", " 0.2588748394018893]" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "urb_stats = [urb.min(), urb.mean(), np.ma.median(urb), urb.max(), urb.std()]\n", "urb_stats" ] }, { "cell_type": "markdown", "id": "814d74f3", "metadata": {}, "source": [ "It is possibile to use a vector model for masking in rasterio, let's see how.\n", "First of all, we are creating a `GeoJSON` vector." ] }, { "cell_type": "code", "execution_count": 50, "id": "0c7a972b", "metadata": {}, "outputs": [], "source": [ "%%bash\n", "\n", "cat >/tmp/clip.json <" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rasterio.plot.show(rst[0])" ] }, { "cell_type": "markdown", "id": "f1721bcc", "metadata": {}, "source": [ "Note that all read/write operation in RasterIO are performed for the whole size of the dataset, so the package is limited (somehow ...) by memory available. An alternative is using *windowing* in read/write operation." ] }, { "cell_type": "code", "execution_count": 62, "id": "75bee51f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Window(col_off=0, row_off=10, width=100, height=100)" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import rasterio.windows\n", "\n", "rasterio.windows.Window(0,10,100,100)" ] }, { "cell_type": "code", "execution_count": 63, "id": "50f4e695", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(9, 100, 100)" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "win = rasterio.windows.Window(0,10,100,100)\n", "src = rasterio.open('/tmp/clipped.tif', mode='r')\n", "w = src.read(window=win)\n", "w.shape" ] }, { "cell_type": "markdown", "id": "fcf31344", "metadata": {}, "source": [ "Of course if you tile the input source and output sub-windows of results, a new trasform will need to be provided for each tile, and the `window_transform()` method can be used for that." ] }, { "cell_type": "code", "execution_count": 64, "id": "52d44360", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Affine(28.5, 0.0, 633583.5,\n", " 0.0, -28.5, 225207.0)" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "src.transform" ] }, { "cell_type": "code", "execution_count": 65, "id": "f5c80b37", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Affine(28.5, 0.0, 633583.5,\n", " 0.0, -28.5, 224922.0)" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "src.window_transform(win)" ] }, { "cell_type": "markdown", "id": "7173202e", "metadata": {}, "source": [ "Note that in many cases could be convenient aligning to the existing (format related) block size organization of the file, which *should* be the minimal chunck of I/O in GDAL." ] }, { "cell_type": "code", "execution_count": 66, "id": "9b9a4f18", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1 (1, 253)\n", "2 (1, 253)\n", "3 (1, 253)\n", "4 (1, 253)\n", "5 (1, 253)\n", "6 (1, 253)\n", "7 (1, 253)\n", "8 (1, 253)\n", "9 (1, 253)\n" ] } ], "source": [ "for i, shape in enumerate(src.block_shapes, 1):\n", " print(i, shape)" ] }, { "cell_type": "markdown", "id": "e8cd21cd", "metadata": {}, "source": [ "More information, examples and documentation about `RasterIO` are [here](https://rasterio.readthedocs.io/en/stable/index.html)" ] }, { "cell_type": "markdown", "id": "73b7214b", "metadata": {}, "source": [ " ## 1.3 The rio CLI tool \n", "\n", "RasterIO has also a command line tool (`rio`) which can be used to perform a series of operation on rasters, which complementary in respect with the GDAL tools.If you install rasterio from distribution/kit it will reside in the ordinary system paths (note: you could find a `rasterio` binary instead of `rio`). If you install from the PyPI repository via `pip` it will install under `~/.local/bin`." ] }, { "cell_type": "code", "execution_count": 67, "id": "5e82fd3e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Usage: rio [OPTIONS] COMMAND [ARGS]...\n", "\n", " Rasterio command line interface.\n", "\n", "Options:\n", " -v, --verbose Increase verbosity.\n", " -q, --quiet Decrease verbosity.\n", " --aws-profile TEXT Select a profile from the AWS credentials file\n", " --aws-no-sign-requests Make requests anonymously\n", " --aws-requester-pays Requester pays data transfer costs\n", " --version Show the version and exit.\n", " --gdal-version\n", " --show-versions Show dependency versions\n", " --help Show this message and exit.\n", "\n", "Commands:\n", " blocks Write dataset blocks as GeoJSON features.\n", " bounds Write bounding boxes to stdout as GeoJSON.\n", " calc Raster data calculator.\n", " clip Clip a raster to given bounds.\n", " convert Copy and convert raster dataset.\n", " edit-info Edit dataset metadata.\n", " env Print information about the Rasterio environment.\n", " gcps Print ground control points as GeoJSON.\n", " info Print information about a data file.\n", " insp Open a data file and start an interpreter.\n", " mask Mask in raster using features.\n", " merge Merge a stack of raster datasets.\n", " overview Construct overviews in an existing dataset.\n", " rasterize Rasterize features.\n", " rm Delete a dataset.\n", " sample Sample a dataset.\n", " shapes Write shapes extracted from bands or masks.\n", " stack Stack a number of bands into a multiband dataset.\n", " transform Transform coordinates.\n", " warp Warp a raster dataset.\n" ] } ], "source": [ "! rio --help" ] }, { "cell_type": "code", "execution_count": 68, "id": "a6edb09c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\n", " \"bbox\": [\n", " 6.0,\n", " 47.9,\n", " 10.0,\n", " 50.0\n", " ],\n", " \"geometry\": {\n", " \"coordinates\": [\n", " [\n", " [\n", " 6.0,\n", " 47.9\n", " ],\n", " [\n", " 10.0,\n", " 47.9\n", " ],\n", " [\n", " 10.0,\n", " 50.0\n", " ],\n", " [\n", " 6.0,\n", " 50.0\n", " ],\n", " [\n", " 6.0,\n", " 47.9\n", " ]\n", " ]\n", " ],\n", " \"type\": \"Polygon\"\n", " },\n", " \"properties\": {\n", " \"filename\": \"elev.tif\",\n", " \"id\": \"0\",\n", " \"title\": \"tree_height/geodata_raster/elev.tif\"\n", " },\n", " \"type\": \"Feature\"\n", "}\n" ] } ], "source": [ "! rio bounds --indent 1 tree_height/geodata_raster/elev.tif # output a GeoJSON polygon for the bounding box" ] }, { "cell_type": "markdown", "id": "9320b2cd", "metadata": {}, "source": [ "A quite interesting feature is the raster calculator which uses a Lisp-like language notation, which is the s-expression notation of *Snuggs*, part of `numpy`. Largely undocumented, you need to have a look to the code\n", "[here](https://github.com/mapbox/snuggs/blob/master/snuggs/__init__.py) and its README file :-(" ] }, { "cell_type": "code", "execution_count": 69, "id": "e94d3f33", "metadata": {}, "outputs": [], "source": [ "! rio calc \"(+ 2.0 (* 0.95 (read 1)))\" --overwrite tree_height/geodata_raster/elev.tif /tmp/elev.tif # Lisp like lists :-( " ] }, { "cell_type": "markdown", "id": "8a14611e", "metadata": {}, "source": [ "Simple comuputations can be done via `rio` or written via ad hoc script at your will. " ] }, { "cell_type": "markdown", "id": "73e4f0a6", "metadata": {}, "source": [ "# 2. Preparing the dataset for next ML exercises via rasterio" ] }, { "cell_type": "markdown", "id": "1156bb1c", "metadata": {}, "source": [ "From here on, we will use rasterio to prepare data for manipulating the GEDI dataset that will be used later.\n", "\n", "The dataset is documented here: \n", "https://lpdaac.usgs.gov/documents/986/GEDI02_UserGuide_V2.pdf\n", "\n", "The notebooks which will use those data are the ``Tree_Height_*.ipynb``\n", "\n", "## 2.1 Description\n", "\n", "The **Global Ecosystem Dynamics Investigation (GEDI)** mission aims to characterize ecosystem structure and dynamics to enable radically improved quantification and understanding of the Earth’s carbon cycle and biodiversity. The GEDI instrument produces high resolution laser ranging observations of the 3-dimensional structure of the Earth. GEDI is attached to the **International Space Station (ISS)** and collects data globally between 51.6° N and 51.6° S latitudes at the highest resolution and densest sampling of any light detection and ranging (lidar) instrument in orbit to date. Each GEDI Version 2 granule encompasses one-fourth of an ISS orbit and includes georeferenced metadata to allow for spatial querying and subsetting.\n", "\n", "The purpose of the **GEDI Level 2A Geolocated Elevation and Height Metrics product (GEDI02_A)** is to provide waveform interpretation and extracted products from each GEDI01_B received waveform, including ground elevation, canopy top height, and relative height (RH) metrics. The methodology for generating the GEDI02_A product datasets is adapted from the Land, Vegetation, and Ice Sensor (LVIS) algorithm. The GEDI02_A product is provided in HDF5 format and has a spatial resolution (average footprint) of 25 meters.\n", "\n", "The GEDI02_A data product contains 156 layers for each of the eight beams, including ground elevation, canopy top height, relative return energy metrics (e.g., canopy vertical structure), and many other interpreted products from the return waveforms.\n", "\n", "## 2.2 Downloading data" ] }, { "cell_type": "markdown", "id": "62d193b6", "metadata": {}, "source": [ "You should already performed what follows, here only for reference.\n", "\n", " cd ~/SE_data\n", " git pull\n", " rsync -hvrPt --ignore-existing ~/SE_data/* /media/sf_LVM_shared/my_SE_data\n", " cd /media/sf_LVM_shared/my_SE_data/exercise\n", "\n", " pip3 install gdown # Google Drive access\n", "\n", " [ -f tree_height.tar.gz ] || ~/.local/bin/gdown 1Y60EuLsfmTICTX-U_FxcE1odNAf04bd-\n", " [ -d tree_height ] || tar xvf tree_height.tar.gz" ] }, { "cell_type": "code", "execution_count": null, "id": "50196b07", "metadata": {}, "outputs": [], "source": [ "! ls tree_height/txt/eu_x_y_*" ] }, { "cell_type": "code", "execution_count": null, "id": "37cdb1b9", "metadata": {}, "outputs": [], "source": [ "! head tree_height/txt/eu_x_y_select.txt" ] }, { "cell_type": "code", "execution_count": null, "id": "1458e928", "metadata": {}, "outputs": [], "source": [ "! wc -l tree_height/txt/eu_x_y_select.txt # quite a lots of coords!" ] }, { "cell_type": "code", "execution_count": null, "id": "9d6095be", "metadata": {}, "outputs": [], "source": [ "! head -3 tree_height/txt/eu_x_y_predictors_select.txt # what we would get" ] }, { "cell_type": "code", "execution_count": null, "id": "3bef57cf", "metadata": {}, "outputs": [], "source": [ "! ls tree_height/geodata_raster/*.tif" ] }, { "cell_type": "markdown", "id": "a6021fe1", "metadata": {}, "source": [ "The goal of the next few snippets of code is creating in Python and rasterio. That can be done either by using th `rio` tool or completely by Python script." ] }, { "cell_type": "markdown", "id": "1591ab4a", "metadata": {}, "source": [ "## 2.3 Running `rio` tool and using the `bash` shell and its tools" ] }, { "cell_type": "markdown", "id": "f2d77549", "metadata": {}, "source": [ "First of all, the input for rio-sample submodule needs to be in list form, and that can be easily done via `sed` tool (or even `awk` if you prefer so):" ] }, { "cell_type": "code", "execution_count": null, "id": "d8fd9ba9", "metadata": {}, "outputs": [], "source": [ "! head tree_height/txt/eu_x_y_select.txt | sed -e 's/ /,/' -e 's/^/[/' -e 's/$/]/' # why and how?" ] }, { "cell_type": "markdown", "id": "c649dde4", "metadata": {}, "source": [ "Once created a compatible input data file for `rio`, it can be used to sample every georaster. " ] }, { "cell_type": "code", "execution_count": null, "id": "109888de", "metadata": {}, "outputs": [], "source": [ "! head tree_height/txt/eu_x_y_select.txt | sed -e 's/ /,/' -e 's/^/[/' -e 's/$/]/' | rio sample tree_height/geodata_raster/BLDFIE_WeigAver.tif" ] }, { "cell_type": "markdown", "id": "676052a0", "metadata": {}, "source": [ "Now, in principle you could stack together the input predictors and apply later the sampling. That could be done via `gdalbuildvrt` or `rio-stack`, BUT they both work currently only for homogeneous `dtype`, which is not our case, unfortunately.\n", "\n", "*Homework: extract data types and sizes from all those files and check rasters are different types with the same dimensions. Hint: you can do that via rio or gdal tools or pktools* " ] }, { "cell_type": "code", "execution_count": null, "id": "9da1fb3a", "metadata": {}, "outputs": [], "source": [ "# rio stack `ls tree_height/geodata_raster/*.tif|grep -Ev 'latitude|longitude'` -o /tmp/tree_height_preds.tif\n", "# gdalbuildvrt tree_height/geodata_raster/*.tif -o /tmp/predictors.vrt" ] }, { "cell_type": "markdown", "id": "d6a052e6", "metadata": {}, "source": [ "One quite simple way to get the final result is using `rio-sample` to sample separately each field, then using `paste` to join together each per-field file." ] }, { "cell_type": "code", "execution_count": null, "id": "5f35ac50", "metadata": {}, "outputs": [], "source": [ "%%bash\n", "\n", "# this is VERY slow on 1M of records...\n", "\n", "FILES=$(ls tree_height/geodata_raster/*.tif|grep -Ev 'latitude|longitude')\n", "HEADER=''\n", "for n in $FILES \n", "do \n", " field=$(basename $n .tif)\n", " echo $field\n", " HEADER=\"$HEADER $field\" # create header for later\n", " sed -e 's/ /,/' -e 's/^/[/' -e 's/$/]/' tree_height/txt/eu_x_y_select.txt|rio sample $n | tr -d '[]' >/tmp/$field.field\n", "done\n", "\n", "seq $(wc -l tree_height/txt/eu_x_y_select.txt|cut -d' ' -f1) >/tmp/ids\n", "echo 'ID X Y ' \"$FIELDS\" >/tmp/fields\n", "paste -d ' ' /tmp/ids tree_height/txt/eu_x_y_select.txt $FILES >>/tmp/fields # this is our result !" ] }, { "cell_type": "markdown", "id": "d6f65666", "metadata": {}, "source": [ "Of course, the same result can be achieved with direct read/write via rasterio packagein one full Python script. \n", "\n", "## 2.4 A single Python script construction, step by step\n", "\n", "Due to the size of the dataset it is mandatory increasing the memory available for the VM and possibly add on demand swap space (i.e. virtual memory on disk), for instance via:\n", "\n", " sudo apt install swapspace\n", " \n", "Of course, consider that eventually it could require a lot of temporary storage taken under `/var/lib/swapspace` which could be freed after use." ] }, { "cell_type": "code", "execution_count": null, "id": "884c12e4", "metadata": {}, "outputs": [], "source": [ "import csv\n", "import glob\n", "import rasterio\n", "import os.path" ] }, { "cell_type": "code", "execution_count": null, "id": "27461af5", "metadata": {}, "outputs": [], "source": [ "files = []\n", "for filename in glob.glob('tree_height/geodata_raster/[!l]*.tif'):\n", " ds = rasterio.open(filename, mode='r')\n", " files.append(ds)" ] }, { "cell_type": "code", "execution_count": null, "id": "0abf7f3d", "metadata": {}, "outputs": [], "source": [ "files" ] }, { "cell_type": "code", "execution_count": null, "id": "fc98e34f", "metadata": {}, "outputs": [], "source": [ "print(len(files))" ] }, { "cell_type": "code", "execution_count": null, "id": "063a1650", "metadata": {}, "outputs": [], "source": [ "os.path.basename(files[0].name)" ] }, { "cell_type": "code", "execution_count": null, "id": "e8782711", "metadata": {}, "outputs": [], "source": [ "(name, ext) = os.path.splitext(os.path.basename(files[0].name))\n", "name" ] }, { "cell_type": "code", "execution_count": null, "id": "8788fe91", "metadata": {}, "outputs": [], "source": [ "header = ''\n", "for ds in files:\n", " field_name = os.path.splitext(os.path.basename(ds.name))[0]\n", " header += ' '+field_name\n", "header.lstrip()" ] }, { "cell_type": "markdown", "id": "25b490ef", "metadata": {}, "source": [ "Starting from those files now open in rasterio, it is possible to read the band and store them in a list" ] }, { "cell_type": "code", "execution_count": null, "id": "eaadf21a", "metadata": {}, "outputs": [], "source": [ "band = files[0].read(1)\n", "band" ] }, { "cell_type": "code", "execution_count": null, "id": "a1cb10d6", "metadata": {}, "outputs": [], "source": [ "bands = []\n", "for ds in files:\n", " bands.append(ds.read(1))" ] }, { "cell_type": "code", "execution_count": null, "id": "89adf398", "metadata": {}, "outputs": [], "source": [ "bands" ] }, { "cell_type": "markdown", "id": "bae8ca21", "metadata": {}, "source": [ "Now let's have a trial for concatenating raster values" ] }, { "cell_type": "code", "execution_count": null, "id": "fba201f1", "metadata": {}, "outputs": [], "source": [ "with open('tree_height/txt/eu_x_y_select.txt') as csvfile:\n", " coords = csv.reader(csvfile, delimiter=' ')\n", " i = 1\n", " for (long, lat) in coords:\n", " print('{} {} {} '.format(i, long, lat),end='')\n", " for j, ds in enumerate(files):\n", " idx = ds.index(float(long), float(lat))\n", " band = bands[j]\n", " val = band[idx]\n", " print('{} '.format(val), end='')\n", " print(\"\")b\n", " i+=1\n", " if i > 10: break # just for the very first rows and check\n" ] }, { "cell_type": "markdown", "id": "2d4a717b", "metadata": {}, "source": [ "The first 10 rows seem correct in respect with the previous file, now it is only need to dump the rows to a file, with an appropriate header." ] }, { "cell_type": "code", "execution_count": null, "id": "cab790fb", "metadata": {}, "outputs": [], "source": [ "%%timeit -r 1 -n 1\n", "with open('tree_height/txt/eu_x_y_predictors_select_new.txt', 'w') as out:\n", " print('ID X Y' + header, file=out)\n", " with open('tree_height/txt/eu_x_y_select.txt') as csvfile:\n", " coords = csv.reader(csvfile, delimiter=' ')\n", " i = 1\n", " for (long, lat) in coords:\n", " print('{} {} {} '.format(i, long, lat),end='', file=out)\n", " for j, ds in enumerate(files):\n", " idx = ds.index(float(long), float(lat))\n", " band = bands[j]\n", " val = band[idx]\n", " print('{} '.format(val), end='', file=out)\n", " print(\"\", file=out)\n", " i+=1\n", " if i>100000: break # that's to get a fast partial result..." ] }, { "cell_type": "markdown", "id": "0326ef0f", "metadata": {}, "source": [ "You can notice that the output is extremely slow. Efficiency can be eventually increased by changing the buffering size from the default one." ] }, { "cell_type": "code", "execution_count": null, "id": "f5f2bf41", "metadata": {}, "outputs": [], "source": [ "! head -3 tree_height/txt/eu_x_y_predictors_select_new.txt" ] }, { "cell_type": "markdown", "id": "3264725c", "metadata": {}, "source": [ "## 2.5 The all-in-one final Python script\n", "\n", "Running the script for the whole content of 1.2M of records take quite a full time, you can run it yourself or use the resulting file stored in the staging area of the VM and clone via git." ] }, { "cell_type": "markdown", "id": "c0912afe", "metadata": {}, "source": [ " #!/usr/bin/env python3\n", " #\n", " # This is the whole script written in a proper way to work even in bash.\n", " # You can copy&paste this block in a text `whatever.py` file, then\n", " # chmod a+x whatever.py \n", " # and run it as ./whatever.py\n", " #\n", " \n", " import csv\n", " import glob\n", " import rasterio\n", " import os.path\n", "\n", " files = []\n", " for filename in glob.glob('tree_height/geodata_raster/[!l]*.tif'):\n", " ds = rasterio.open(filename, mode='r')\n", " files.append(ds)\n", "\n", " (name, ext) = os.path.splitext(os.path.basename(files[0].name))\n", " header = ''\n", " for ds in files:\n", " field_name = os.path.splitext(os.path.basename(ds.name))[0]\n", " header += ' '+field_name\n", "\n", " print('Reading raster files...')\n", "\n", " bands = []\n", " for ds in files:\n", " bands.append(ds.read(1))\n", "\n", " print('Writing samples')\n", "\n", " with open('tree_height/txt/eu_x_y_predictors_select_new.txt', 'w') as out:\n", " print('ID X Y' + header, file=out)\n", " with open('tree_height/txt/eu_x_y_select.txt') as csvfile:\n", " coords = csv.reader(csvfile, delimiter=' ')\n", " i = 1\n", " for (long, lat) in coords:\n", " print('{} {} {} '.format(i, long, lat),end='', file=out)\n", " for j, ds in enumerate(files):\n", " idx = ds.index(float(long), float(lat))\n", " band = bands[j]\n", " val = band[idx]\n", " print('{} '.format(val), end='', file=out)\n", " print(\"\", file=out)\n", " if not i % 10: print('Record {} ...'.format(i))\n", " i+=1\n", " csvfile.close()\n", " out.close()\n", "\n", " print('Finished')\n", "\n", " exit(0)" ] }, { "cell_type": "markdown", "id": "92738e5d", "metadata": {}, "source": [ "This script is also available as `/media/sf_LVM_shared/my_SE_data/exercise/RasterIO_final_script.py` or `/media/sf_LVM_shared/my_SE_data/exercise/Tree_Height_02Predictors_extraction_python1.py`\n" ] }, { "cell_type": "markdown", "id": "3e12f55a-2a43-4d9d-af75-aa5435dcf785", "metadata": {}, "source": [ "Note that this _not_ an efficient implementation, but a simple one, largely based on what one could implement using other common CLI tools, including `rio`.\n", "\n", "In order to get a faster approach it is required using a _vectorized_ implementation, i.e. using a set of functions that can work in fast/parallel mode to sample raster bands on the required pairs of coordinates.\n", "\n", "See an alternative implementation in the `/media/sf_LVM_shared/my_SE_data/exercise/Tree_Height_02Predictors_extraction.ipynb` notebook and its linked `/media/sf_LVM_shared/my_SE_data/exercise/Tree_Height_02Predictors_extraction_python1.py` script.\n" ] }, { "cell_type": "markdown", "id": "bafd72ba-ebf8-47f8-a4b3-cf8f152e7d9f", "metadata": {}, "source": [ "# 3. Beyond the basics" ] }, { "cell_type": "markdown", "id": "e026138f-8491-4339-86fc-8a22c4e515ec", "metadata": {}, "source": [ "Rasterio package is built on the basis of multiple sub-modules and one main sub-package (`rasterio.rio`)." ] }, { "cell_type": "markdown", "id": "422dd8cd-825b-4b31-a314-426be5b6089a", "metadata": {}, "source": [ "Some sub-modules are not of general interest, for instance:\n", "\n", "* `rasterio.rpc` is used for orthorectification of images via rational polinomial\n", "* `rasterio.session` is used for working in cloud infrastructures (e.g. AWS, Azure, GCloud, etc.)\n", "* `rasterio.control` is used to manage GCPs representations\n", "\n", "Other modules are of general interest, instead\n", "\n", "* `rasterio.io`\n", "* `rasterio.env` to manage GDAL engine environment and drivers\n", "* `rasterio.crs` to manage the image SRS\n", "* `rasterio.transform` to manage the geo-transform associated with the data\n", "* `raster.warp` to mimic GDAL warping (reprojections)\n", "* `raster.window` to work onto sub-windows of data\n", "* `raster.vrt` to work on GDAL VRT layers\n", "* `raster.plot` provide simple graphics operations \n" ] }, { "cell_type": "markdown", "id": "a50520c6-f47a-4f42-af79-ad41e0ad6c8e", "metadata": {}, "source": [ "Documentation is avaiable [here](https://rasterio.readthedocs.io/en/stable/index.html)." ] }, { "cell_type": "code", "execution_count": null, "id": "049e4988-ec88-42cd-9e90-5308adba4aa7", "metadata": {}, "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }