{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Customizing Plots\n", "\n", "`geoplot` plots have a large number of styling parameters, both cosmetic (for example, the colors of the map borders) and informative (for example, the choice of colormap). This section of the tutorial explains how these work.\n", "\n", "You may follow along with this tutorial interactively using [Binder](https://mybinder.org/v2/gh/ResidentMario/geoplot/master?filepath=notebooks/tutorials/Customizing_Plots.ipynb)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Position\n", "\n", "A [**visual variable**](https://wiki.gis.com/wiki/index.php/Visual_variable) is an attribute of a plot that is used to convey information. One such variable that every map has in common is **position**." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import geopandas as gpd\n", "import geoplot as gplt\n", "\n", "continental_usa_cities = gpd.read_file(gplt.datasets.get_path('usa_cities'))\n", "continental_usa_cities = continental_usa_cities.query('STATE not in [\"AK\", \"HI\", \"PR\"]')\n", "contiguous_usa = gpd.read_file(gplt.datasets.get_path('contiguous_usa'))" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import geoplot.crs as gcrs\n", "\n", "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(continental_usa_cities, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This plot shows cities in the continental United States with greater than 10,000 population. It has only one visual variable, position. By examining the distribution of the points, we see that the part of the United States around the Rocky Mountains is more sparely populated than the coasts." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hue" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The \"hue\" parameter in `geoplot` adds **color** as a visual variable in your plot.\n", "\n", "> This parameter is called \"hue\", not \"color\", because `color` is a reserved keyword in the `matplotlib` API." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " continental_usa_cities,\n", " hue='ELEV_IN_FT',\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case we set `hue='ELEV_IN_FT'`, telling `geoplot` to color the points based on mean elevation.\n", "\n", "There are two ways of assigning colors to geometries: a continuous colormap, which just applies colors on a spectrum of data; or a categorical colormap, which buckets data and applies colors not to those buckets.\n", "\n", "`geoplot` uses a continuous colormap by default. To switch to a categorical colormap, use the `scheme` parameter:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/miniconda3/envs/geoplot-dev/lib/python3.6/site-packages/scipy/stats/stats.py:1633: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import mapclassify as mc\n", "scheme = mc.Quantiles(continental_usa_cities['ELEV_IN_FT'], k=5)\n", "\n", "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " continental_usa_cities,\n", " hue='ELEV_IN_FT', scheme=scheme,\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The [mapclassify](https://pysal.org/mapclassify/) library has a rich list of categorical colormaps to choose from. it is also possible to specify your own custom classification scheme. Refer to the [California districts demo](../gallery/plot_california_districts.rst) in the Gallery for more information.\n", "\n", "`geoplot` uses the `viridis` colormap by default. To specify an alternative colormap, use the `cmap` parameter:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " continental_usa_cities,\n", " hue='ELEV_IN_FT', cmap='terrain',\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are [over fifty named colormaps](https://matplotlib.org/3.1.0/tutorials/colors/colormaps.html) in `matplotlib`—[the reference page has the full list](https://matplotlib.org/3.1.0/tutorials/colors/colormaps.html). It is also possible to create your own colormap. Refer to the [Napoleon's march on Moscow](../gallery/plot_minard_napoleon_russia.rst) example in the Gallery for an example." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Power User Feature: Colormap Normalization**\n", "\n", "[Colormap normalization](https://matplotlib.org/users/colormapnorms.html) is supported in `geoplot` via the `norm` parameter." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scale\n", "\n", "Another visual variable present in some plots in `geoplot` is **scale**." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "large_continental_usa_cities = continental_usa_cities.query('POP_2010 > 100000')\n", "\n", "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.AlbersEqualArea(),\n", " scale='POP_2010', limits=(4, 50),\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Scale uses the size of the feature to communication information about its magnitude. For example in this plot we can see more easily than in the `hue`-based plots how much larger certain cities (like New York City and Los Angeles) are than others.\n", "\n", "You can adjust the minimum and maximum size of the of the plot elements to your liking using the `limits` parameter.\n", "\n", "**Power User Feature: Custom Scaling Functions**\n", "\n", "> `geoplot` uses a linear scale by default. To use a different scale, like e.g. logarithmic, pass a scaling function to the `scale_func` parameter. Refer to the [USA city elevations](../gallery/plot_usa_city_elevations.rst) demo in the Gallery for an example." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Legend\n", "\n", "A [**legend**](https://wiki.gis.com/wiki/index.php/Map_legend) provides a reference on the values that correspond to the visual variables in your plot. Legends are an important feature because they make your map interpretable. Without a legend, you can only map visual variables to relative magnitudes. With a legend, you can further map them to actual ranges of values.\n", "\n", "To add a legend to your plot, set `legend=True`." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/miniconda3/envs/geoplot-dev/lib/python3.6/site-packages/scipy/stats/stats.py:1633: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import mapclassify as mc\n", "scheme = mc.Quantiles(large_continental_usa_cities['POP_2010'], k=5)\n", "\n", "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.AlbersEqualArea(),\n", " scale='POP_2010', limits=(4, 50),\n", " hue='POP_2010', cmap='viridis', scheme=scheme,\n", " legend=True, legend_var='hue',\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The type of legend you will get depends on your configuration options. There are three different kinds. This example demonstrates a **categorical colormap legend**. If your colormap is continuous (e.g. `scheme=None`; see [the section on Hue](#Hue)), a **continuous colorbar** will be used instead:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/Desktop/geoplot/geoplot/geoplot.py:258: UserWarning: Please specify \"legend_var\" explicitly when both \"hue\" and \"scale\" are specified. Defaulting to \"legend_var='hue'\".\n", " f'Please specify \"legend_var\" explicitly when both \"hue\" and \"scale\" are '\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.AlbersEqualArea(),\n", " scale='POP_2010', limits=(2, 30),\n", " hue='POP_2010', cmap='viridis',\n", " legend=True,\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alternatively, set `legend_var='scale'` to use a **scale legend** instead:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1p2STnO5MQoEllRRMySRXMJCpYq0nMZY93WGAP7wFHwOJ4gK1EVbw6rFiI1Y/DtpfNZE12wt/jIFuYshdSmYndZfDhmiWQtBMtxZelfCeeMVriDgclErWkquCMGP6EZJr+wYahtuzXbzziJozaG5fG/LqyV2OSXpUPoJ2/2tfkd63VXGx6OTpFRYWd7F7131HCp4tqddgabavbWC6zezppvsUQHXL6NrJJGc8ngBKmmZ470kSS1m6+v8qKMV5j/eOJEmCixHo9rqIbAAUNShaCHHtgYsMNjUhkA2mvVFJyydeCQyJluSZyKnbFAxXtSNYoc2CV1VOn17i5OklDuzfXV/PrLCYWe41LgQPxuuFV3qJYDqe3E8oq3G31L4N0bhrOxL3eILQBH1UkFyj0DXqTaO8ACJT36nmylfPimu9jaxU0csNLK91vxEF0yhJ8RG1K8XX1mWchXNYq4Ywj+GbjcqmzWrbkqxYErGMfFDiEklITGNkKI1xUA2LEYluBEtBQQVpt9WksF4C+nDGwEipeGxYIdXaaKx3GBUZ1nhWJxm5E3Z3C4alpdQouNvjEHlsahyZDahkIp6JS8hs2fg/W0qnRGVjXFhQ8IXHO2UwKDAG0tQymZQsznbJy+3dcOcuMEOLg9A8NUETw7GJ58RwwlX7OnStsFIOOHH6BF/6pzvZv28fy6dXmJnpUXrH2nCNxV0L3Hv0OA+/5tF0Z/ZzYqys5xa3us5k7QijrEcxWqff6zIaDejPzTKaOGZ7GcPBGr1en8XFBU6eOMnMbJ/Tp5Ypipw0zTh02QH2XbKLkRsBxMUcIgIb/R5Sk8UAivYiSkhFKH3GhgyRDeJSphhCm7wqhVcMDUMYlD5i9dXwmQ0h+dOLvdCCRBJsYikzhys8iT17L+iFtvKMmNp/CmC3WDYVc7i/KC/KCyost6Nq/UyP8XTH25Z39V+byQBkWUqSJNGCNLVwTNPm/7Iscc4x0+vjnEOMYTwexwCwln3nw9qyVEw/WDoVxhQNqeBDi5bCdqcUTWMh21MTDNJSDrZZACLC7t27OHHyxNR1r7BWeHZ3LCcnwULOfXjWQhZgzLaFF3xgsZ1x3CpL16lrQdKVhRFh1Ro6bSnH0X/oaSJgg6JRWWHxnYBK5coJV9oWmtfgc1FAoyA20ryrgsGrADEVRWqL35zVWFeUmJSOdur+55o3Y9O6r/qsRtzid/HjqXuCjzYK39jh4PMO1rGP0G/zHJ36rhGp593jGfvgukolodCihvJ99ONXKPbGICfnDc4LgyL0bS4r6CSOQg0ruWJRZrdKaRNFxOPVYCXw3iA8iWtng3sCpUSQzJBYwXaD794awQPdJMNbIcm2F4vnJzAhqDu7oqW5mOEtjArPvQPI0i6rK2N6vT5f+crdZJ0OK8dWUK/ML8xz9Cv3IkaYnTOYNGetSFkvQWd2c/S227n08gdy9z0n2LM4z8GDl3Di2Al6CwuMRhPwsHRyiZWVFTpZhy9/6Q563W7wl3pPf6ET88VchFaCz2bkxpFJNNuGVq6REcOcnSWRKkLqzNz/TEIpNc2niQmh82eOhJNW25rIRhHBdAxangtsczGo2dob/ZXx4ynt9EJQG1Y5WyH4tbBut2ZxbZtto8VZ2QPT3xMxmC10INP635joYRPB2ADHdroZIkLuQriaMSH4I/iIQsqLUyhUSURIg1FK4YXSg5UYYbpFNwQh2UYR3NzOJpWmElhnoq3mJjNw6UxC7oKNkwohXa1n6Nr2epMm0r0SQi03DBFKbFrTWNIerQW7IGQmo9SitqTb1lnb91XdL61gHiAGChpM9CdrRBBcDIxqDSYhbKqBdVWURFJKypo/nQn+20h906Nngs/Qq+dEcbKGfacQH5SVcrVOq2jzuCpNrs2PLDautco/amLeb14jdI113ChgwdCuoGxluViha7ssJPMM3IChG9WCtg2/Vm2s5rD0Qi/N6SQlmRGQAjDMpBO6JmOt8Mwkm9ErqUZYPIUXnBqSlpCsYGRDQCEGecrYCeo8gsXbKoMiSoUQoUVyBj5y/gJTJHx7LoXVAhZTvrJWol7ZN2/YtX8f/YU9PMA+gD0z86wMVyABmxjKImiDc/0+pY558AKo77OSp3Qf/y3kWC5f2E2316cwlj2LByjGI+atI5OS/vwc5WTI7FyfwfggNk2YjHKyTopNDR5PEqO3VLVeTO1FUmpZL7bKWqy0yDq8/jzItKPnVEmNBOzcKVvkI29JlQWnqhgrFGPFlx5pcbn7A/psv/MbIbDnQlFlebzgBS/kr/76r9m/fx+fufVWAE6dPsUP//CPcNddd/GABzyQt7zlT9i1axGvyi+86Bd4z3vfS7/X441vfCOPecw3A/CmN72JV77q1YDy4pe8hOc//0dRVd72trdx86tvxjnPdz3ju3jFq34VgJv+0018+MMfAWA0GHHi5AnuuvteXAIhJ19JjCGP/PxiTN3Zsv2Nlm0ikCTCVYspKAydMpMIpVeGSkwRa4RaG/qrBCfQCL+439vpJW19pqiEJc3nFVhIS1DW/081twWAarAdQzxDUgveKUHUTi+JFPyFFUTo0TNFmLTf3Ir0hGnXgKKUNEUI2mNdWbaV0Kt+b+csimn8t4EfmpgyJDEKVmpFwcciHSYGWDXNCL+P/YSiODXl427PQd0GafqRGCWz1Sxo7InHKmQWRh4KH+DoNqlWqV2CQwjuSIugFD64I0pvKX1Qek6OOiiGwfqYmYUeOvHkhafXTXDOU5SeAoc3F0NgQth5XQO5gaWcYiaBjuXEmmNuZpaZGUhsSqeXcenMDMvlMrnmJF0TIwyDYFIZk6WeB3ZnWO/NcmzkOWYSVrziXRgEk87QmZxi11yX3bOzmPkZVBwkQbtNsk7QwG0nJChT1AnZbSd9NWkbNbuu6TQpG+dg1bRzvdoBHgAOx8AN6aYw8pZCN/tYDBKjKV1coCkuaqTBDyu4zDFZzaGnZJ00RFteSHPufqTtApQ2QppfD/T8f/98/o8bbuAnfuLH637dfPNrecpTnsIv3vSfuPnm13HzzTfzqle9kve+9z188Utf4rbPf46Pf/wT3PgzP8Pf/e3/y+nTp/kvv/oKPv73f4cKPPGJT+K7n3kdUPLSl7yMv/37j7Fv3z5e8BMv5EMf/CBPecpTufl1NwdW4+H3f+d3ufWzn8V7RX0jTIwEC85cWCBgSwq5w5stTlVl4Ic1XBasvGg/itA3PWZjUnNqBHGEQL3a59j47VphNPFaY0VRfSLT62jq3vZnlX9TTB2EE3JVtRG6rbdXwq6ikibQrG3p+dY+rviNx28hhM+P2t8sfMFKuRr70RRzCHzJU8YUNYEpYVlZxxXvU0JOr9btnU6jalOI0tU6qrQasyqIqAoMhMqibFulTfsz6+trQB19joAnp596Rl4ZxmC4gBp6cs1rfmulChwSTo8Tjg+T6Mev3BOBEqCbJmSpZTAuyVLDaFxibcAjuqnEHOmt6asTmGGUYD4JQnNQwshRzqcsrwMzCTN9y8rEs69nyEwKPpT6cuKZuEkMIFGGbkjuc+aSWR4632M2MSxNHMfHLuYyCvN79rF3LiYux0i2ucTGBPGyDvcfxnJLVgwOP62likb0poEGFGXghkx8Ttd06opDZ0MVdp9JxsiPsWJJJUEJ2ux6uQ5AR/qMNa+FeFu4CmGjigh9euS+xONqeMyLYrsJxbCkKEvmZ+w5lMbboYtBG312gvBvv+3buPPOO6fue/e73837b7kFg+HHfuxHedq1T+NVr3ol73rXu/mxH/0RRIQnPemJrKwsc8899/ChD3+Ypz71qezavRtQrn3qU7nlff+TK698EFde+RD27r0E8DzlKd/JX/z5O/n273xKfH9gDm9929t58ctfDiKkAS6hjGkOXgTLxRKa0zaP3zRCYa8M3CB8rrohilQwiakLcyh+qnRb/fSWZdL40sI+R5s9HRi2TFlciQmWoFM35axt4P/W92vrpZWT2PpTUW0pbhDdlcUbdrfFxTSdtrdX6p/OjyrYEQJitu7W2DyzjT+1+k1o+E+dLiNt/22jxIaiMK3AsKmAJx8VCmib8RV/FWmCgaYsXwIPNvX4N+82Ymvo2MVcTZi0yupJqyJTfA9BISy9oXApJ0eGidt6hTsUO2NZcSXSt2CU+RmY75R0k4LUBPB5O/rqBSaERdyxwSmxWsJKgc6nLK+X4JVL51MSEfpmLsRc+VVUXdAIKOtUm1JLlosV5hLPfMewlAuZgVFwyrC0JvQ93DtQHrwgdGK1lAAVhNyxdT+q8+UkRnq5uDnrkABtFoWNTvGA6xcYa0mNw58BKmkvqJEbMfIjuiYklxe+oMrPCg7vcG9hSlKTUToXoQRiUniIUqsm3ZsAMRQ++GZEDKUvwIScvHylIHcFeg5l6uqgj/a1+p9Wv7bpsp94fCJI/rXzpW7V5jOSB/Xnxnxu+qVf4nde/3puvOEGbn7NazZ9rqrEdNnp60SRoA0DqrRprfI54lAdO3acA5ccQL1y8JIDHD9+Au88R48c5fDhS+s2Hz50mLvvPsLRu49w2aWXQgx+OXz4MEePHOHpT7+WL3zhdu7457s4cOgw73rn/yAv8viesN7uuvNfuOuuu/jW7/hOFChdCGiAkK5Rtf3iUMMwZerqtCUYhKSpmWJFwe+2EostGEpt/GXoRgETYVQhpizEiIRaGd7YsiAQqlQvkSYvsCr0AMSITa3b3HbXGDHkPm8s2QqNkga1ov4bLC1RqX2Ddqq/bXvqQlITbNYxHco68KZ5Y62oA15D5Ghqq7zw6adUdkXIKY4+Y3wdodxM9LR/sSoDabE4LaPHtClC0Eb7EpmGrCHUgw3PbsrbNW9qwbqYaNUKS5OM1UmK11CGcDtKg2aAMUo/VRYyT5Z41BvycQqJoFJs+/0LIzDr3kRrc+BgtUBnE5ZGjnHuMXs7lKqsl+C0T5bkdOy4zicyYhAN2WHrbj2WyerTSYK1NlkuOb2UM9ydMfHQLwyH+0mtRToU8RYbN1dCUkOa9exLqFoiKrWmOuUTUEK+Jo7N+WeBHI6RG1KKY87MIhi6GkqYdeiEfCgJjNPnHpuF+pWiQXuyscCDLxWTNIuugX0MiQgJSdTCBI2RcQZBDfiBJ5d8y/ZtMSmICXDdlhTDdzcKKDEt7bxRnpFWpvcmIbxBo9/q+sZ7Gja74TtGamGy3T3T3VDU6VQ08n3R77z+9fzVu97NM599Ha955au3fu4Z3tywp9g+0VCRBlDXfK/9MwBeImTqGwELiCde1+Y7Prxn1/xufvs3f5v/8GM/hjGGJz3pSdxxxz+TaADMvCrvePvbefb119NNLKUD5zyiSseEUo8Xi6pgoa3Gqr2/DIZdyXwdI6AtAeK0jDl9ysgJS+MeVjxzWU7HSqiXGp9Xp72oqyvyNJ81sF+rEXUb2peCaDN0bScWYdCQqhMms7HCcBS+4QeKxvJ8phbCEVhuLLho/arX2iXkkbinK0vMUHhh4pSuPT8BKq13ttvcNR2shKLlpZasletRQQ89r+q5qlaBS00gUKOkNNYkhL1bCUuNCsFmV0pIY+mYTrySMfbjerxr/3H1PJFYljAqGWKwIpvSlipfczWWlU9WEEal4dggJfdnRt2sgB+V4ByJBV/CsVXPTM/gXAVZK4UzPPryrZ9xYQUmBG41Y4PDZKWArmXUs3zuxASSwLz7ibAvLTGmiVIVjXUNUVxMbt3VzbETQz+B8f6EFWA48bC3QzGX0FtM6+LJ1eCN/ZixhxnbDzmcF5icOrwrUT+hk2RnrLBRrJWks8mW+Fc5ctiO5X8HZLWFTn3dkhxdw6Rmy9zJ7ejGG2/kmc++jhtvvPGCncRiklhBJz7vkkv2c+zkMQ4ePMg999zD/v37sKnh0ssOc+Seo5iYv3Tk6BEOX36Yyy6/lA996MNIGuJxj95zlG//9n+LTQ3fc/11fM/11wHwB3/whlAeLo0WEPDnf/5n/OZv/RbdxDDB473QszIViHaxqGJoZ/xcZNsTTgpfsFoOKJxh4mBlnIaSm0VCapWZtGQmdXRsYLqOpmD3xtM22gEyTbBLA+nVDD8iUBU8XEetRmtUkKkC3tUz40tbmtl0nmCFYlELxibOIfiz+IFZAAAgAElEQVSTg7U5KFJOjjospCUPX8ww5ygzpf5f6t+qdySS0LUhonbiJ1MbvClRV1VC81PKb0BOWvNZwWFsTklq4OyqhKfQtV16psvYj/EomUlDupAGsLNJR6GGVls2TUsJaIydBshurEswrOaWewcd8jPUszMCsyns7XqkF4Ry6ZRR7pntGfpdT14anA+1v8/EPy68wIQwuJmBPZ0gNFcKivkU8lB0utd1ZLYq3ByPVSFU80nioBuFbmKDf7N0FC5jcc6wdrSg8MqJkWMhg10dS2aa0GeHo297TXLsBWYWFstCssBMDL/e7vlNXcut29DW2s6V2j6dC+LLbFl//5rotTe/htfevBmKvZD0rGddx5ve/GZ+6aabeNOb38x11wWBd9111/H61/8uP/i85/Hxj3+C+fkFDh48yNOf/nR++ZdfztLpJUTgb265hVe8IkTDHj9+nP3797O0tMTv/d7v8Za3/En9ni/cfjsry8t867c8GSEU4HDegwO1Z291n4m2trbPLfxso3Crrjk860XGPYOES2aG7OuPSG3IMR2VCUvjDitjmMkcqfFMHHSsY1waukmJNRpOBmm1SkVJTFLXLK2iM9t+OKdl9JPVnWyYdavPW12r8gxVKwE8nVZS3VsJZ9MSQkpIDXIx3cercmxYMivCQrc56vBMZGOsREXt0p9bjfHG+Quog6u6TSWunMKozHDeMJeFSmtVrmkbEm2PRd1XVSZ+QgX5Lk88mbV4OoTDM0LOZDtvtir9UBWCd7gpdKvt9/VRWCqWE8OU48OEUrcep1CkXTnQV2azEihjlHQQvLMtfCjrVP0/s9ZycQQmUGdS70ph5EJl6o7F9ywnVgyTvMdiv2QmqzD24BcqWjUbx26Mo8uk7DBcVfzpgs6BHgcWMtZLz92DUKz5AXNJ7VOwsVRVZe5vR+db97S6/2JYr+dCVXGDC0H/2gTlxaIf+dEf5cMf/ggnT57kAQ+8gv/rV36FX7rpF/nBH/ph/uiP/pjLLruMt/7pWwD47mc8g/e+57087OFX0e/1eMMb3gDA7t27eenLXsqTn/xkEOGXX/Yydu8O1XFe9Au/wGc/+1kAfvllL+OhD31o/e4/fetbee5zn0OpIbDHCthU8KWiRYSqDRgrU0qcEmHgyk8oYM1mIVgFy7TQ+fh/E7h2tqtoI2zvcKwUK6Gyiw9PSoxycthlWFZRr6AqrOQBuksNlBp0vY4N59peNjein5b1OwSphWHNdCsItXJF1O2XTT7V0KsmlaKy4Tbadp4Ar5pNcQ/NMWOVAu/xdeDfru6YzMK4sHx5teDU0DErsEvgQN/WuajtMavmzWDYk+6u+zXyY5aLlfjWEBA51RJpWYw0PvdKOAnC2KXkZcqoNJTekBjHXNaCY2mCc6pRaPe4OgVKNRRvWZrAHSuWbqIsdpVLeilWfD0nVWBUMOmrU3E2r4+25VnNzag0HBsmdSWrNhmglygHZpS5bAy4eDTexsCmadQgzOWZBaZsV/ED4O3/684L55n2GvI1Sw1+TiMkKHtmCxZ6BdZ4jLT9htHxrAnezXNsRdGlnPnDffqJsJx7BqUntfCoXQldW+Uutp6whSDY2N+LJSxUlWI9QLJbvaMcOkzHBAZ2Hs+u8qJ2hF2gfzlynIc/7GHnBMmeD7UtjYv2jojpnW8/nELpg9CxAqWHwkFKKI+nnuA/B3ypISiuereHxApJOg3lNgKzEZmVtQFVhZgzt/e222/n8sP74/mcoa7zwI0YOcfEFRwddOlahxVhNQ+Me2sGpKQmJLw3YKiyt1dwSX+Iken0kgouboedSOtP1YeNEZ3teW5DslNxp62opCkfaZXLrcHKrZ6VSBLPtQ1CM5UM7xfwKkxyT0eVudmUfjLtd74vBX/ghpzMVxBCXujebLF2F038hNPFEp5wJmgtLON8OvUULmVl0ok5i4I1SmI8s2lJagusNMUi6j62xq65Fsakb/qMyozblrWuE3zprPDgecvQDeviCVXxCaduyl8KbX9n8w6DofSWE6OME6MUmB6PuVS4bNYwkxaIFLFQQ3PwufNVlucWAlOkVqgeceCbtxzoi2dhbiQjsJCGgKCVApxSGuH4EizNdenNwkKvYDYr6rJ0qkpmE+bSjFHhOH1qQl+ViQ8ltBY7lo5VuqnUUYlhPcWOt+Cfjbj7VrDF1wtVEWg79LWniy0sWy86KwqBFNVh5eC8kNkgUKrlnRiwBibOoAqZ8fgywJIYIbHVsXjgvOImnlKVNLOboNxpIdKQV4fUx5VtTyM3JtcJE1eyXghLk8AAZ9Ig3HOXMCjstjBb1Ypik89KWMsT9vQMWStAqPIXSkypCXBcY6kEq8JP5U9OCYbWa6r8wGCcBpuzqg2LNMX3RYROLL2J0Dp4OwSyGInnpfoyFhMPqRQu9QwmA4xxTHxz5FtbQAckLRQ7D+l0oe1DlwehRijNN1VSsGVBVf2GJj+98IbVSQcRZSb1pEZZyRPG0eLf3XUYG4669tKMW/PcpmgEEgTd0A9JbMGebpd7hyYEccYgqVBqTzDhuJMAk7pQwL5qZzuuouLV1dieGnc4OUqmJqcSyAf6SscW8ZSroBBkJkMIZyH7KrhJN0wulbFVhSRtTV87gQlhR84m0DFwOod+QgrI2LOy7FjrJfQXUxZmHDNpQWqga3qcmgQteD33fHkppzubUHjY04Vd3QY7P9vghgttJWyr/X2dCuQd+vqhChrzWlXNqct6R98YtS8QIDHxRJR4OsTGFZoYwXYMvlR84UPwUp3D3Nw3bWe2r2695pXAKMc+5EjnrsOdq4bCw8GZnIlLmJQJE0es/HzuVHhhXBqSLKSVVeeUVnBkKEzvp3x9PgrAqp5vRdUxVBsLrTfWThRn2q4O1nTfxRNMnHoKn9flOr0GH1xqkg3PC18d+zGunD5UWqhq0oY+OXX0TI+JnwQYlJSRg5kkoFluQ0h88BL6+jneV4I1ZBGUPpzwEkosCjNZQamQO0M3yZk4i1OhlzhECFkGEKoUKfWxaqEMYUQu1FNozkLH0bEZzqcc7icork77m0+6oU61ZIwlnLGpsbCDJ/gQqtiqEAAklD5hZVIVvQmUGTg8I1zSd5RMKDWp69dW8HfPdjFqMfH9jVe0EZFnk+rztRWYFTkNvexZ+la4cm/G0dWCE6dz1o85BqokvYz+jGV9znBsmDNeLUAhTw15ofSs0LWGeweOzAh9E1hHVZN1U93BlqV5tsdknVOX4nlzbb9ieyM5VVZzT2aF/nnAsG0WtUM71KbKykxMJSRD5ZP2AQJBOGqdLB7cHVvrdGIEkwo+d/g8BraExd2CidugVqBwtuLWyEcNgEqwkoZlidMUK0LhOqyMPcXIoyMXeEN1eP05KJ1eYb1ImUnzyMQ9GzN6guCOLZcqIrQpMF5VvamCUqoBllZN1KngH2EKzaqOGGvDnd41Rc8Dc/ah9NyGgL1qPKtcVWtMFB5BcCcmJYnF0Y2YBkKmpGsBbGzLNLQcujsNbVYKDEBiPLt7JcMiBULVsX7q6CUm+ggdvoKcddo6rS3L1nMrYa8oqfVkdoIyZqSGccyRNGIY+XE451hbNXXjiUc2jkNluYfnCSdHWXyGRutcOdiHzE7wNBHUTl3IiY/PGbrRhiIUbX919W+joGxH95/AtGG1polhMTPM7U1ZnJ2wPulw74pSDB2rp0pWT4Zz7sgM7O3U5SH6ibCaB01pUgozHbivCCe4eD7LupxTm1q/Fk4ZO+XekeOKueR+Gvh/3fSNqnJYoS6mXglGgHEZtlpqgj9TCZ4LCzEnr3nGxrERAUkM6hSTSsgddYp4kESgyrvUEDSE05AidYaFHWBMy3o5ZLXo0ks8w9xw4mQZ4hsSQXoWHbtQNWwhDWjUWe9ZYVgkOLUhr7AlxLy0D1qQqf7KVLR76zDjGMASPgqWaJU6gQYluXpmKHnXuHkan2e7deH8zHGppNYFP/WUnzi8N5UUJMCuBWXjd1NHQZODOGdna19t7ov6hBJFWXPrDP2IysrdlGdN01YbhU8vcSSmQCScEIKEwvUhB7aBhjc+ox0IVF2vyGJjMJA0ZQE1CLFSSsZu3BypFqFzVLGShOPF4gk1hfecGHY4MQpn8lhRDs869nRzlJI8GkKFL4GQgREiaoPFXVWVQmj1I/xv6rxgjc/ubrvC7h++3aAaZElosGDYk6Vc0k3Z3/cUroMCw9wxdsLYKzOpYa3w5NGJPHFKYoTTg5wvvO92Lr/qAIeuPPA1787GwsgNNSu0qrTiNLb73N+Ci5qslYsn+KfpG0PEBK1dawEhhJD6ixgb9NXT9ujmGSmcgak4H08AMVKfxSrxnzLyrUrIVhYqrWsQI2qrCxaslQjVKiY1iIK6GE1qDd6FQwIaCgyqOgVCY77joBTWJ5bxUGFlgnQM84d62MywUoTGubGDtZIkt7i+RaOUt1V7t+l/6RPW84xd3UmzLyUUDFBp6rhasVixlOHAJ9pn3rbtpbavDmkq3YQDlsPhxY5glVbQbeNrbOctSu3fK1XIIqNup4VVb6+iRx2+fr+ilOpAHSUl3jh2JbtITYjWVx0w9EMsoYxdkypTLXqpmkCV4KIb9ndmYxS0NvwlqY6Rq2BYqvNdpy2yyrKcFj7NCSe1OR8w3Sg4m7SSKqo3qjRT0ayC5dgw495BgGKtwGWzwu5eTuEn9RiGNJ+tnAVaP6sKlKzmGyDzGWIs686Re8upUYeHXLL1+rp/BGYqIfhHEkZ5YGQ2Jrw6dcylQhp3ueuGCLwqsGFQhpM/Js5zYhzCnv/wZ9/Cbf/z/0MEfucf/jO7Dyycd9Pa0XDn9f1too6dwnrhech8SmbAnceRXcsTz6mJ48Hz6TdUyE9gpGFeu1ZILrAkq2YkNRUsDydOn+Zdf/EXHDt2LwcuOcD3f//3sWvXrgv63vOljdbA2VKIjg2+JGuElJiITRAwpZcoRCu/W/hOUCDO7h0mEXwR/JsSnGqxcDV1wGj9KAkC1ceXeO+5554xJ8YdxuMSKT39PRn7FjNmU+HOteDbSr1gewkmS2Dk6E1gnCqSGcqxY24mw4niPZTO14LAitARw2DUoyeWjlHSrAhCrlU2TyScwuErC08bP1Y4ecTHKF7BGktTyrIpdelwWJmGRhvBEYVTFbhUWf+Ecn4z6eaAnOpng0UJeeWlL+viCm3fabCCpqPvq0DAyiortdwQ+MPUexpYmTA2NKeVhKCYJt1m6gHaCPYAZVP/FoKegpisxnPqyDO0ZY1u7TH00aKvI5vVM3HCqVEQlqkJwnJvL49FEKYPsgcl6BXVTMRDvdNmrK1YxAk4SHyC0YTlieHuYYiNKc9QS/b+qTOTxCQqlFEZcikdjnEsXp5JVpduSmLkXbXxTx69m/Xj97BgFXGO4bhg7chp8nGOd547vnQ3a+tDxpP8LADaC08bYdnKvwGw2LGkJmpvAlr4bQXsVpRZ4dTEMy6/Vj0TvhbWZanwhZWCz5yesDQ5tzE5GzKEM+4Csqa88pWv4Jse/nA+8IEPMBxPuOX97+chD30Yv/qKV3xV7/7KV77CU699Go981KO4+tGP5r/+19/edM9tt93Gv/nWb6M/M8uv/fqvT332ghe8kIOHDvPoa64hNhWAW2+9lW/5N9/KYx/7OJ74xCfxiU98EoCVlRW+5/rrecxjHsvVj340f/hHf0wRLek777qLZz/zmVz9qEfxqKuv5q477ySxSmaCH3MrgKJVpW9LevVrXsPDHn4Vj7zmUdzyoVswaUiLWl5e5rnPex6PvPpRXH3N1fz9Jz6OWIm+UINJJFr5wpHlDqMRJB3DA6+Y4Yp9XYal8sXVkvUyQLvqlWJQMlzPOTmYsOYcw7UCu1LAxDEaFkwGJcOVCcWgYOXkCDd0lGPH+lrO6qrjjnst96xa1gvDoDCcGqUcG/S4Z9Dj+LDL2PkQ/KFVDdmmgHp1iHKTbmBqJt4UH4iesJZAaAuDdmBRRc3YBiEdUhimmbOPReerSNLFZIE96W72pnvi373sTfcwb+emIuV7psuedA+LyQK7kkUyyeqi6VMpNNEXWQUgwfSkNxG0od2V4K32hZFWEfpojrYF65QQR+p8+KZY+vS7Kp9yCMSptC2tLWxVZVwmFF5IBB66YDg8E0oYTlnxBMXMT8APiKVAgyj3Q9AxUAITg64JOgpjUaQFeW9MZ37Mgd05832lL9sLzPvHwjQEoTnxjDPDnas5D1q09bFVTl2AFjYUH1BgaWmZXq/Ppz75KQqFhT1zPP2GBT76pkvY95DL8D3Hpz79GfJ8wpOf9ARm+71zgi+3tyw3Trds8Zkw9ENSScik0/pUsSLs7TT6ic0MxaAM/iB73xBr6ZXTE0fhdVMgw9crVZtwvfCsl56uNQF25uKJ6Ve88pW8653v4h9v/TSXHjpM7kNwzPF77uH6678XCEUBzoeSJOG1N9/MYx7zzaytrfGEJz6Ra699Ko94xCPqe3bv3s1v/sZv8M53vXPT95//75/PDTfcwI//xI/HvR4grBe/5KW8/OW/zDO+67v46/e8hxe/5CV84P238Prf/V2uuuoq3vmXf8nxEyf4pm96JD/0wz9EJ8u44YUv4KUveTFPu/Za1tfXEROPyq1gWA0BOG3LslqCD77yIXzpS18M1+Jnn/vc53jbW9/GZz9zK0ePHuXffdcz+Pzn/glrLS960S/w9Kc/nbe+9U8p8oLhcBjeEbtQAoWE6Fc3k0ImdFJDLzXcPShZbhX1NyYo01lmIbPMzsbSk5IhAul6AYMS7YTyRVnXknQsc92UXD3qIS88ndSwhmdlJRYM0ApghYVOgdYVbnxzYocqJWXNe5oUiFCNrFLiw/i5qbCnqdzNaF3aGOVZf16Z4FQ8wQZLsb3atTnFxUgocWe3CaRqU7ttleD2cb6DoI+wJY2gnDrNRadB1qoIfQUpV4FH7bOFjZgo+JtjwtpssrZi21kEujEwaJrqa5EPeBVOj4N1uatj2N0NJ1uF/jVz59WjeeiH9EASqVBo1CrkghaCMw6fObCgxtd9R2CmI8x2CvzC9nbk/SMwRYJD/9QETTOOrJZ0EuXyOctSEc7MXEwWNtWdFBEuueQSPnf7FxlNci492OWbD7+YYn9BmT6I+bkOWSdjdW2F2dlZbBLgkvrEddliAs9I9yWZdOqnjy79He848VdYMfz8ZT/FQQIQvmXOpwHbtZRDt2292em+w0JmmEvuH1Dgq6G21VZqc7zUoFTuHZasFp5dmWF/L+H42LFXuSj+xaWlJX7zN3+Lz37mVg4cPFQnsjuFg4cO8Zd/+Rdc/ehr+Jkbb2RxcfGcn3/w4EEOHjwIwNzcHA9/+MM5cvTolMDcv38/+/fv56/f89ebvt8+Hmxjwfq11VUAVldWOHToYH19fW0dVWVtbZ3du3fTz1Juu+3zuLLkaddeC8DM7GwtGP7xHz/NTb94E+vrA/bu3csb3/gGDh48uCWW0I6ifde7381zn/dcOp0OV1xxBQ9+8IP5xCc+yTd90yP46Mc+xh/+4RsRhCzLSLKMwiulUvtSNVpUJMG8HZTK55eLTTusFEXShnk3OFFUpGYtDCEZlvS6CROjqBGWXHOqhaSQdnLmE8fSJBRAqD9D6SclRDhxYyiLV18HnySS1EUW6pM6KgHUiqgVgh8TqazGal1VdVKlHketDboquGh6BKo6r8GPef6bYGOq3bSrKbTKYHDSCDmZ+na8aysB2GpzLaRpqqyFfrRy4SvBuwU/rQrWV8+vAsmq76/lGetFQOYu6cPYD+sqZ1X930p4ezwkYf6rdgoGsUGINqJ6urfT4+YQs/XBG3B/CUwIVuZMAusFfj7j3rWSfmcdTx5Cp7epkTo/P8dDrr4Ga4T9yX+jb1d58R9ey6duP4wR+LWXpFz1sCczGo/opFnrBIHzXXyN9dhQoykGB3b4/UPLf1uHNH9y9Vau6/27bYWyiGBS8IWEwIn7kBBWhJnEcMV8ykx64aTJV+uzPeOzI8P3wPFRSP8ZlB4r4YzGQRlgnQfMpixkocbkSi6UXi+4HxPgHe/4c572tGs5dOgQEDarMaEIhgKHDh3iaU+7lj/7s3fwky/4yfp759OSO++8k1tv/QxPfMITvqo2q8Kv/9rr+O5nPoubfunFeO/56Ec+DMCNN9zA9d/7fVx2+QNYW1vjT/7kv2OM4Ytf/CKLi4v8wHOewx133MlTnvoU/ssrfhW840U//yLe/o63sW/fPv7s7e/g5S//Fd74hj+oGWRTi3Uatj165ChPfGLTl0sPH+bo0SP0el327t3LT/7kC/jMZz/LNY95DK987evo9We2Vjdb23qrz7V1fbvP6VuKjqFYK+C4h7kkpqE0DH1QGIalodxQ4CAxylxWNjnbWv0jtQFYwY0l4Si+WoAp8dixlnUl05BkiAaNATBRnCpaC8LaKpJGiGhLNCaS4KSM8Ol9FWrbnqpnBqFpo1+8qWmrUOdmVoK+9htu4cNrhPi0EG1EkNT3VeNXFY2oBaVOC9sw3jKtHBJqyoJwapxyzyD8/IBZYTbLGZQTQgBUiTWWRGw8aca3WtBMbTUOIqb2cbT/rXrXvnomXnj/mSsi0LOx9q8yKQWjPVJJmbF9MtniFBBVTKfD4myXA/M9kiRHcAzHGaWr4IgxaWKYn50N0bdxYW50kLc1oDM0EmJV/Gl/XnvFVNg9PGbuUaSSkkrCI2cevrHxbGQBIhKP0bqvwQqUGmExMxf1qKYLSQos557TE48R6CahqsmBnuVAL+HymYQr5hL2dAxp9FF3rZzB5X7f7zsT3XvsXq688sr6d0+IKBUJaT+FV6540IM5cuQoZeEpSo9ziveKKz1l4XCxAkAxKSkLh/fBd1IW4cQH75WV5VWe89zn8brXvY75+fnz7A21P+f3f///5tde91ruvOOf+bXXvZYX/tRPA/C+972PRz/60XzlX+7iU//wSX7u536e1dVVyrLkYx/7GK95zav527/7GHf88z/z/7zpTdx+++380z99jmc+4zqe8Lgn8apXvpojR44A8KpXvYrHPfZxPPaxj+Po0aM8Nv78sz/7f4ax3WKRighl6fj0pz/NC3/6p/no33+CTq/Pr7/2tdNzUZsr2zhPz4dsRKl2ZzB0cCqHvDpEWsi9YeKqPMJpcrq5P9Vd9ZFTQHWoe8VP2zLWq6+/1C4U0KjXUp8LCcSTQaLwkMDIK2sWQrNHzjMoEoQOgq0LL5wLVf1Ko9FRRbRWftEgNJvrzbXK39jAu23+mZq0aY/QjFHLXguKQfTzSmWkNME7m8V/O1I3CN5ELIkkjErL0UFC6YXDfcPefjhWUWvBVo2fRgFLG1Ou56BWZAgBXNOzNH1vaxS3Hd/7Nx1QCBBN7nGpwdBlV9rZ9hQQDxTeITJBpAfps/H5/+CX/8NH+O/vu4aHXZFyyeEfwEvIWdqcRN3AEWcPt24xkK0z85qPhGftu5Zr5h5J3/TZlSxQrk8ffrrlEAi4kcOkW8C2XwO6GJZl8+zgO5o45WDfTgl6S5NqU98vQSE4X9T5vmb1wCUHeP8H3j91f9KKnC1V+fKXv8x3/NvvwBUhQtEBvgXli1AfCuydD9HOqlFwGoqi4LnPex7Pe85zue67rzu/jmygN735zfzGb4QAoR/4gR/gp376PwLwx//tTdx00y8iIlx55ZU88IEP5Lbbbufw4Uu55ppreNCDHoSiXPfsZ/OJT3yCxz/ucTziEVfxoY98NMJYvkZyXvqSl/DSl7wECD7MT33qH6bacPjSw3zl7rvr3+8+coSDBw9x6aWHufTSS7n6sY+jUOXZ3/u9/NbrXrdFL87eVkoE5lJDLwlIxGruGW+FkolAJrA3Cs2lHLo2VBPbJuy38IZ71vvs7Y+Zz4qapVeVfiqotY28CMTzNIJfscprbEOIjU7Q9LOoDj+uWUloUyhsMC0+vMKR9ZKeNfRtSu4npLGk2/lQZjIKLeuDq4sKKpZ25Kq0/JgxiEemYVGDiZHDim/1p7Ira/ROGgFVGe1efJ1mEtJx4oiK1GMXInKrsRNULcu5cmIUhOVls8LhWc/YD5tcyoGEAwVmlSItQuGDPJ7xmUpdp7ZNU6UPqza2hH37k/89LUwgqjO143hc6hmd3BOn5N7jNWXi4Muru7j+/TfyH//xB7n+e5/At33bi+kmPZaOrbF8dJ21k2MmA0eZK8VEOXVkBVcIk6EjHzm8g3KiDFdyirGP93nKvMnR2ZJ0K49PuH5p5xC708r/tRHG3fwdSWT6wOBvIBIRZlJhX9ee9ULLLuL5jd///d/H3/zNLRw9ejS0r/XXCBy/5yjvv+UWnvfc55AkFpsYbGJJsvBzkiUkaaNj2sRirMGmlrSTIiLc8DM3cNVVV/FzP/fz2AtxxqbCoUMH+fBHPgLABz74QR4SreTLL7uMD3zgAwAcO3aML3zhCzzoQVfw+Mc/juWlJU6eOAnAhz70Qa666ioe+rCHceLkST758Y+TGsGXns/90+fPqhnXPetZvO2tb2MymXDHHXfwpS99iSc84fHsu+QAhw4f5vO3fwGAj3zwgzzsqqs29eFsLcvdHeHqPSnfvDfj8tmEjgkRzmckkQDJ7u0ERnJyAqOSzSElgYal5d71HoOidTyWRna5AXWqzoysCpZXEF+7akw4jcQ0ayn+qZ6lG9h3XWEn5oJCVWrbUHhfF4/fyiY7E7VhzZCTGCDezGQx3SSeYyJmk1BQpRZk7Wo+07DxRi9no3BXYxes1ACPTwczbdHWluANF4WTY8Odqx2WJgmZDX7LQkd1iTs/8ZQrDuMM5SmPHyluoMGaSsGsWWQcEMFKoFcQbh3cRbXvmz8VJF8rQdvQ/V9wpmdguUB3ZxxZLdi/4VgbaBbC/8/ee8d7VpX3/u9V9t7fdtqcM70wgEgd2iBYoiRRKVYQvBo1RtSI/nKvIrkx7YJRNIoxii0PHbgAACAASURBVJobQEXBqAkWsMRERRNaUKSJSB06U5h6zpxzvmWXtdbvj7X3/n6/pwzDUBxfN8+8DpzzLXuv3daznuf5PJ9PpARKBHQMbG4bPnvr7dyzYwoBXPCrEf7mRX4FsGP9OC5zSOknMgSElYD2dJv2ZAdrHVmaoQOFybzqfVQLsdaRdhLqw3UW7zvCk6te7dkkL5QgGNBk7ZzguCKfUbWNZ9siWaSsf/PHNDIywllnvY9TTjmV73znyrKWCbBx40Zed+rrOOus97FgdI5+zBnXJIj8o9O7tLv++p/xta9/nTWHHcbzX3AcAOd95Dwee/QxAM488108/vjjHPf8FzA5OYmUks9+9nPc8avbGRwcnEMe7BzOOOMMLrrwIs4++2yyLCOqVLjwwgsB+Ou//ive/o53cuSRR+FwfOxvP8rY2BgA53/ifE444USscxx19FG87e1nEIYB//LPX+fss/83kzt3kpmM9/6v93LYoYc+4bk79NBDOf31p7Pm8CPQWvHZz34GIRVtY/nY33+aM894G2mSsM++q/mHCz8/m0boCa6/AEYiyaHDATUtmUod9+1M2RHvZoJeCH8xhgKfmt2Z4tp5fVPPTgWnVrKjHVHVGUp0uVqt6yb9epOOvgHE9dTB8ogmb20weYq2EGTuB8gULSh5jTNH3AqEJyPIbawREO/ISI3xfZ4UBAFPzopWDSUUEpXvs90jFi3Kz5SpVLpRn80XBcaakiHJ0U1R9xKhA121EUC4rrMuELa9zrYAIxXvq5zOD3yqfEdHkVhBRcG+QxZDh8T4uiUGzHZHdbSClIL48RSMQKZA0/emVnSFdDojGYih0SVOKK5db1211zH6qLqLAJ7Pnj15r/nMOZhIIZTIQHLU0gpjFdXfTtIzxrZxjMeWjrFc+utf8qOH7gfgzQcdyJ8cfQRKaLY+Mo4OtI9amx3CSojJDNXBKiYxOOtQgWJ6vEncihlcOIg1FikFOtSEFU19OJo1VIQta5Y9L85zWI5sOiMYmFs3sxcBWYJjYos1Dl1Te4WD+W2y3ZX3cs7x0b/9Wy644DO8/OUvY//99+eBBx7gqqt+wllnvY+//qu/2jvOvciTfIWz2aV6x9zmgMRYUuejtEDmk1ceaTyVo7TOE02kBewzrx3OudH8rQfX3cdDamDW21rAioZkZT2gpiTjacLd45apdA+nn2JMbc8WRFV5xykoHacUjhWNNoNRDHQp74pWEm/dJH8BeCmQp736u0Au1yXKtO6M2KnvXFj8NlRerxvRw6VD2TmdEYaCKCxqb09ews8jev39IxDENmYi21kuBHopA13v8blelEYPcGmGVBoUNVx/fgoyB5Wfk0LBRRXamG3DxLZJhoYHiAZC/50MbMeRZhnVoRApJRMdzaZmhECwoiEYqEyTFnqmzmF3QCgDwrEAYQWdx2NIBbWgSmUoIqgHnlgjc0xvatKO2tghv/jwV1P0OfGZ16dYGAjg4HnkvX7zDhOgY6CVwUDAwQtCVg4Gc6blnHO0jH+QlBBIHFc9fD8CwWsO2BcpPCKs4GLsrmxn1yMF0JzoIKSgOhj2f6RIwpenr+dvkf/u5KxtzhxrNm0IBmYH8c55VXKDoSZrfe0upuMfVlX5b63LJ2NPVg9zfHycb3/7Ch7PmX5OP/20PWoleWYtn9zkrh3mfEhniyM1vr1DCd/67PJIqmhqn4GT2C0r6B3TkunAUTa95SbIfajrvvfgfbMdpm9GD1hUdfmCVHP3RMrm9hOURXbHnPODncx8P9OAhornpq0ow+qhZsl6hKB0fmWEVFC09dTnDL5mXbDvFOjRor5WgGq6dU9mOacCuaqEJJIhA2qgvHbNZkYYSMJIlZ+Fp5ahSWzCzmyS1KVlHd4DcdwcM2N+6ugCeaArOC2FJyc0ZWRcoHmL43aApCCAl0LywK8fYXhkiE2PbWbZymUIIdi6eStxJ6HdbjO2cBQhFNunE6JagyULR1i2rE7HNst71LYsYqektrSC0AKFRBMQuQilZ8+VNrVMbpqGIUdciUld2tcHOlPbs3cxIBActOTIOU/4bz4lC31YnK1tQwysrGufmu15DoUQVJUkkp76Cyd440EH4ZyjbdvsSHcSyJC6rAEQyIB+mvP+E1QbypG4vYsG132/GFrfQPdgpT/THJ7ZKLG+hSYkLFMdqiLJWibn65z5oMx1e/euaf7bwe6ujYyM8M6e1pG90aZ2tJjcPs2CpUNUG/MTQnuboz5OroVJN7hyef29X3k+r+KIJ447jfMiAlnRXCl66z9d696Vc29PAI0AFlYUS2uKzMUIJI+3M7Z1uhJlT8mE8B55JIDYesfZEjCkqUZdRY0iki/aLIp/Bc1cd8y54xPFX0UqL49ekDnQpTulFO93v+GtYAzSOXFB8ZxHkaLdzAhCicUR267SSZEWJZ/4hShG4K9hEd06HBUZ9SknFcQDQN7yIcpUdHGNep2z6Nlpf7avH1DjehDCxf0g8nNfjEdJRaftI/ktm7aSZRlTk1OMjo1irSNJHRs2bmRkbCGuPc2CwcVYuoBJZSV2p6MyFnrCgTxCrqrKvO2HMpDUhqtMN1sEtYDMZL7vNCfMVyiMsGXbT5dbtrin57a9w2Eq4Yu2QtBKLGEoSa2bVcsE8tVxcVH8aw7vMI2zyJxiKcPgrNe1m3t19mSdy544o7kfeYulbToYDKHL+lpohBDoiiJtZkg9H6HBnsQFe2rzOeffTovjmCuuuIKLP/8F7rjjDqamphgYGGDNmjW8+8x3ceqppxJFc6Tjn00THnW75bHt4ODxh7ex72Er5v/4vE7JT4p9eZLymbE5GhQKKnPlgHkAdw7PNhUbl2tr5pOj8OXdQDqsE3nLRhFdUqAr+iwQsLim2HdAIURKy06h8Jyem9sZI5Gkpj3LSytz7Exmy3Q9KRPCo2dD6cmot8ZM2hDrqgTKMhhmNMJ0zjRdkZbUQpXvlAm9nmilIDAQJSCw6K0UpUMsHZboqYHOmPC1FkgpaLdTVAVim5C5tBxZGcniAZJeZ7OrRlI4TB2M9DnMwvEVEBcldIn4tTkBgOcu6vadki8O/Dbpi5J7z08RURcLh6K1pHCaq56znMcf3cqy5UtpDNURFpRSNKc7ZLpC6gSL9z2AukwRKiNzHaTV5dmz4xDWA1RF4oRP/VZldd77vnvdITEJWOvRwj1j9qLhPm2cOdN3fXa1aNw7aGOU8COxDmdhdUMzEHRRaMVT53BecSB/p7DeXHuR85cI2qY1ZxPuXOZ6/hU3e/eCuJ6fJ2Mz0gTOktiEzGUkLiEUgb/wMx269GCgtGk8iXAZAc/n+LsP6dPt1KZ2tBh/fJqN67bQnkxJO5b2ZEJ7MmV6PKY9lZJ0LK1JjzTuTKe73Vf6bNuXv3wp++3/HC697Cuc9b73cv+6+2g1p7l/3X2c9b738qX8/S9/+dLf7EALTUCtEFIQRnPXwXfXxBy/Fytq5ekb/G7ncBj+dUiMo515FRQESCkIlQdnRMoii3YK16sk0s3SBMITZ+87mHHgiOWAQUWkoGPbxDbxyRskY5HioKGA/QYkBw+HHLkg5KAhnes9PjWTSqAGNQwGmGnDVOI3WqzLZ6JAPdesn1xTl+X6jPREJN20bfGMqhk1siL9rfCi0QWi1gOFDLHt57wWQlCpSyY6TSbjKYpVh8hRt2U7hnM9Cx769tnlu+29ht2UYyBD6qpW6n767Fbea+56z4E/K7aoCefH16UH7MnC5c66iE4rskooPSd4EGn2fe5Klu+zmMGROgOjdaqVCtYJKrWIJQuHWDEWUR9R6IYgqKtyQWGbDgwEQ7rcpxLaR+a7k6bOieX7S3OU57FgceqjNtyF7R0RZrFMzRyJ9v1IwxXF4ursxl2B7IuYC37DQT1I3dVpmhY7050IIdG5RmUvomuXw5AmX/4VRAVPzWbuuyi+F71PNVWb8wIJIdBVRTptSKZSgrrvg/L8iPON65nxUq3JNju3TGEyg0mt7z00XiYpqASYNMNk1hNtK8+mserQpYg9Esl+5uwjH/0oX/3q1/jhv/8ba9as6XtvZGSEU045hVNOOYU77riD1/+PN7Bh44Y95pR9OkwgWHnQUuLpmMrA0xvxFpN48ZdzWT6dzt1ukBmLsTl9h/LySoHstv84JMZ2ZcPKdVsegYZSEOUqNMsblXJlDzCQ1zSlkDRNh6W1gEiBQNO2LSJZYXldE1vHA5PmCe9yKQp90IIowGsnjlYEw5FjMknZmIWYqcwvMZ0gUl1n0lu3LKyXe1U4McMh+g96Bh9XHleBxiw2pIQmkiEdG2OdKUnWu5Fo15SUDNdqxElCpuIuMXke0SrhxbVNoS9ZXtXckebRb3kNe5ZCklwBxCUk1keukayQWYMUnu/XkSNpy424ct4VeIHp3mjS+yO/CBBOoGXOCW4z7zSRtI1FEpAYS9v4iHx44QiDVZ1P/ZbMZr5HlZyKMHPYCagu1iD96H10+UTliZ5rZ/21KzRFi6THzJKEy4/R5ddyPts7HCb4WoNxWC3Y1jaM1fQcznL+SbjQt+vYGImkKmvUVQ3jsnnTTDPN2WLCmL3np8Ok8BDqtIeDcj4TUhAMKGwiyNoGmzmChkaV2dsZ3+0Nhp82EzSG6+jA9x+mcYoKNDpQZIm/AZNOTFSrIJUg7aSA847zGXLge2Jf/vKlfPWrX+Paa65m0aJFu/zsmjVruPaaq3nJ8b/L8mXLOeOMt836jHHuWWBbciglfe3yCUBMznm2Ied85Fey05TTQ19Stuy5g5yIQXhtyzmBdtYhpKOiunqPBXCoN+WY4fBJIUea+xuthK+h9tTEwnwyLcYiRRE5QE1FxDZm2nSIit7BfPvLa4qJxLKtM/O+6kYGg6FgRV0wEAQ4Ypqmg8Wzx9R1QCgCYmMxBZnxZEpUt57Awfl2rsIx9aFTZ7RQFPsrU5Qir6sV5xdXAg8FotSs9E4qKSWsulqZ/SaEoBqFpB2LNXEfX6FC9u1vpuMWCJxwc05ZMndwDkdik7ye54nli7Qk+bZs37h6GIvyf8X2y7gtr1eG0uMxpBAoqXFO0TKSVt7zap1kIMzQMiHKI26BTw37QNYvPCS+T1hpCRH5dRQEIth95LAojln1XbfiKvVPmj0R6C5wKntHShb8stB4MHRFC4zdzahQiPJCg6Oh6oyFYzRUHV9Uf6J0VpGC9SvsbgHc4tz8JLy7Y73FfPB0VXVdI8jTCV2R13m+LwQqUgQDGhVJ+ssdMx60Mhv7dE7kjvpwhdEVQwwtqjO2apiRpQ0GxqqMLGuwYFmDJfuNMrKkzuDCGqMrhxhdOTx7bL9Bi+OY/3POOXzrm994QmdZ2KJFi/jmNy7n/5xzDknSf438Q7/rIzTGcMwxz+M1rz1l1nvXXncdz3vesUSVKt/+9rfL1x955BGOPfY41q49hsOPOIKLLv48AFPTUyVN3dq1x7B4yVLOPvtPy+9985vfZM3hR3DEUUfyh2/9Q7I046abbuZFL/odDj/8SI486ii+/tV/Jo1TstSQxoY0zkjjjKSTlRmaYuKaZSIn8BbwifM/wUEHHcyhh6zhhz/6IUX6dmJigrf8wRtZe8QajjnyCG6/+edUFUSiR1atPH+zWVj8revomA6dHOQikAQiKD9bUYr9BwIGA0FdOxZWPPdwRTnq2rHfoODAYUcj7FDRKTWtGQ0bRBJqSmGcIZC+BBIogVwQEsYZjXZGuCNEbFSIyW690RQk7BS6jn6OUEKW7SAFPqLMWApPkyfogqoCqQmEJhJh2XaB6D0Dcz+vQgiiiiZrg3KqdBRATx9hzzZE76+CzKbENia2MWkeSRZyWSVC1jmCnFbOa4BmZaRVtNH4sXRr3qYnMvMtOLlzzudhLVTJlCRQXmnECYaihOFKm4W1lKrOBRjymmqWp7t7WYeEkJCADP2xhyLII0OTt/DsnmkRUJEVQhERiDCn++veeQKJsrqPxnBXz/beE2EKURY/akpQ03s28c+Hmuq33ZnQZ0eaTxXiLYVkQA1QV/U8F7+bhZncGRbK9c+uP+rxDnP46L3drrzySg477DAOO+ywJ/W9NWvWcOihh3LllVfyhje8oe+9mYjQmfbZz36Ogw4+iMnJqVnvrVq5kksu+SKf+tSn+15funQp1113LVEUMT09zRFHHsVrXv1qli5dxi033VS2yhx77HGccqp3xOvWreP88z/BNVdfzWBjkC1btyKlZGBggEu+eAkHHHAAGzZu4EUvehEnnngiQ8PDCNlT38rTpl0BZP/s7P+cA3ggl/dyDiyGu++6m8sv/wa/vP1WNmzYyMknv6KU9zrr/Wdz4gkn8o3LLydOEqabUyDztKATM+bz3oi3G9El1qflIhn5Vqv8vY6NUcI7z0YAR4xqWqZFIKHW7hCKgEiGRDqmbdtIAW3TRghBTdU8wM76iNU5x8KKpqoVsXG4oYB4KqYxXMEqQ7PZRgwatNAkLi0JBiSi5NwpRi6L3lghcZicQUeVB2rzdKlH1fp6aGJTgPKzBatZ1yEXvsdvJIo0I24Qkzpqdc2UmaJpmrjyPBbntLgvC3SvZNo0saYrCF2mkQWIPHK3uWPvooVzsWpXRKx5N2dv+0WpwNJvoQyIZIR1hkAExJlkRwyRdNQDX6stFh0OixTKp797HL/ER/nWGay1mClLdURTkRFKqDwqtrs5x/vzIaWAjqS9KSVqRMhQ5JkEiwwVWTtjcn2TwaWD6EpOrZf8NqRkc5NAPZBUlCTOrIfEC68qsWtHtaeR1TzfE71eIm9aFo45V+HzmMPN6gssgElPZrjOuJ6sWney6Y6vHPTub/T/Ebvo4s9z1vveu0fffc+7z+Szn/uHPoc5M4kz09avX8+//fu/85d/+RdccMFnZr2/evVqoMtHW1gYdpHScRxjbSGTRBnB3L9uHVu2buXFv/M7AHzxkkt4z3vew+joAgCWr/CyXwcfcmC5rX32WcnCRQsZ37mDsUWj3HLLrfzvP/szpqanGR0d5ctfuoTFSxb5nkExGyxSJK++//1/5fX/43QqUYX999uf5+y/Pzf94mYOOfQQrr/+Or78pUvK4xgKhvM1nkVa/9za4jhcscLvuW9zh6qFj8ZiG2OxhCJk2kzjcITCA1VCJbAotJAsrko6tomkzXQGHSMZCgKktOyMJS5wBMqLQXdMjHWO4WCIBZHGOUdSsWRDge/pVhoR+4xUUmQcRZZP6rYkIs9sVnKrdofv20O0UD2ScT471bGxBzX1OCQPpIGOlUzGmkhmTGf+ei+pahZERR+nJdEt0gyYrpJJgRPKL0ZET49nT1pa0CWDLzCxve9Tplu7Kd0iYi3qt33pXboZiAL0JHKAT+HwjTNUZYVQhkymbTKrSIxkQWRxok3LZGipCFB5jdcHCr4X3RLlXQJFZO6AbMJSi2rUBir+/KLRUufo1t1PjFpnMe2U9s4Oze0tv33jSNOUpQctJm6lpO2MyQ1TVIeqZElG1s5g9dzb27scpgBrHOu3JbSaGe0MhiLBkBQMD4VImT/Us5ynd0xFWmC3dtTz3d15rXsL7b7JQGISi34KED/nHDa1XsE+n3Rmjva/bX674447OP744/fou8cff3ypDFLYE0XVZ//pn/Lxj32MqenZ0eUT2WOPPcZrXvNa7n/gAc7/+Me71H0CcI5/ufxyXv/615f3+Lp1Pgp88UuOxxjDueeew0knnti3zV/84ibSNGH//fcnTVPed9ZZfOvb36Y+MsqV3/om55xzLl/84ueZj3e1KHls3LiplCoTwIrlK9i4cQOVaoWxsYW84x3v5Fe/+hVHHX00f/+pT1Kv13BCeGo1l0djztGcblEJQo8AVkXo6dDSYq0vU3RsBykEHdcpyxYZWd/EH8mQQAQkpKQuASEIpKaiAhq6woBKsU7RNA6lXB5pxoRZyoD2z2MgNMZlWCw6DBAO2lnC5nbEdFolUpZG4Khqi5YpSgqcC0hdXlZ2EiXJCVNEDlbpOhOBJw3wQbbMdWC95Fg7E7QzRzvL2JZZMgeJEXSMo64DKqrL4aoqkGZtTGYgkZ7ovwBVKZDaIrRP9RoK3tviSvVEiHn7SyCDPJ0al5FnMbMVhAx9ThK6dUvn65OhDPPzZ3OFkYgNTcvjrYBFVcGSWnE+ArI8y+Bp+mTOz+sBXFro3Ann9IRC4lKDmwa5HDquQ4NGeS9K92SqiA4sVGoVRvcbIekkZRbFZIZgWOEICZYHhLUAFCSTgsZofd4t7j0OMxAwbaGmMVIwOuI5JQMpkJmj3cpysgJHVNWomU39TzMIwxf1y4xS+dpuf18IZCDJWhlPFRPvDMgolwET841i9qtPB0vIb7sVfZZ7YgMDA0zmws2FFWCIuc7ov/7gByxauIi1a4/m6muuedL7W7lyJbfddqvntT3tdE477XUsXryYIg//jW98g0t7Wl6yzHD//ffzHz/9CevXr+d3f+/3uf2Xt5WMRZs2beJtZ7yNL13yJaSU3HXXXdx555284uSTcfha69KlSwD4+MfO59vf8jXVQt4L4AUveAGf/dxnSiRkFzQBCEGWZdx222185oILOO64Y3n/+8/mk3/3ST74Nx+kwB5a4dGiVjiaehpsHd3RSKvQkUSGBYG5n6wDqXMgStbNpwhB27RLqammaZE5Q2Y1lgwtLYHM2Ba32dZxLK+FhMqhZIXUgnUJjoyJdIqq0iVhQCQ9FRsBhFHIxNYO062UTmZpRoodVY0UjlDpvMYmkMKhpZ8c6oGlHmaEsodbVoIWLqfAU7ielLcAIimR2lAPDKlVZNZSkYpWWmEkDAhlt20jc4bUZQjpEKFEl1wrvv5mU4kziqTjCGsGqbup4wISVJjI/1O0yhTRYdGTKBBlKlkIQSgCMiEx1nS5YvMbX+bRciQjQLG1bdjeMYxVfOSvhK9h2hx5WtR+y/qjKMgb/HlRwiGFB335vyHQQY8kV/61JzmXOQE2SjFBjKg7pMhrt0KSkaBH804KUkBQaWgCOb9T3nscppZ+2ZZY0tA7St+LKXDSEYS+KGuNI2tmSKkQuseV7bFPmL9OKYqbK/P9oTmWOv/gLjbjen6x7HZby7w2i4Wvd1t7ozPce9LEAwMDTE1NMTIyB6H6E9jU1NQsPUshBNa6voVUYTfccAPf/9d/5d9/+EM6nQ6Tk5O89a1/xFe+ctmT2u+yZcs49JBDuP766znttNMAuP32X5FlGWvXHl1+bsXy5Rx33HEEQcC+++7Lc5/7XNatu5/nPe8YJicnec1rXsuHP/Qhnv98TwTvnOOQQ3wKtdtmACD4y7/8i1nyXoWihBCClStWsKFH3mvDhg0sW7qMlStWsGLFilJc+nWnvY5PfOLvcsLvoi7n6dTAkQmDCyxWGEICbOwwTYuUEuEkSmmM6BAojZACY31Nsa7qgEPh0fAt2yIxMQiHBJpJCE4zEBoGAi/bNpU1GY9hUzPEUaOqDQNhRpaPa2vHUNGOQDrAEgyHmA1VCCSrBjO2b+8wJauYSNLOijNVdFf69pqOkWzvhFS0oxE4MiuJlGU4MiCyHGHrcochfZuOy3DCA3C0dDk9n2Ow0kKKgJaFLHdklqL1RPYRhyPyFppK3uuZQjwlUDWBCvuBVd25p7+kVLa+5IFBLhxVRrYW1+3T7EnvKiGpqEpOnGCZTDKUdBw4LEv6xW6d1RHJACEkbdPuU37JbIaSGkkhq+ZT32lm0YEmUB6wI9g9RzkzQPD1d0vHdrq12pwOMBSqXPx6ikCblwRUn0D2TNt7ULL+ToKgaIiWec3D0bJtUpcXzJVART7V2XtTlFI6zmFtt5H4yQ3Bp3bTVkY6lZE2M7Jmhk29ynpexS+RXH0/ruenfA2/osv2HB5TRKo2yVd+TzLKfTajy7iVcO23bmL9fY9Tkoc/2+bwcmn5z5o1a7j66mv6Xtvdn6uvvoY1a9b0vSZyiGyWC0v3vvfR8z7Cww8+yP333cfX/umf+L3f/V0uu/TSubdPfrvkfz/26GO0mi2cdezYvoMbbriBAw54ri81WMfll18+C3z0mte+hquvvhqAbdu2sW7dOvbbb1+SJOG001/PW97yFk4//fTy8wceeCDbtm3jZz/7mZ+w0pS77rwrn/777xP/DFGGFHPJez3v2OexeMliVqxYwb333osD/uM//oODc3mvImrsbXZXOcQ/lJ5wW1cVuqqRgUBqiTAC3QlwLT+hSmQuKO9BJYEM8gk8gDy92Uo1w2FAVVfY2q7z2FTIvROG+yYkj00FtDJBO1Ps6ISsn6qyoQlTqWXdZMod2zPuGjfcscPy6+mM8YGIaEhhappqaFlUaTMYGkailLFqwlCUMRI5hkNYXEsZCG3e5+lIjGRnDNvakvt3Bjw6WWFzK2JHJ2IqiYgzTeEGi0W0zhVFjDOkNqVt2zRNi47tkNq0nNQdBVFBl77PuIzMeoSpDgRRQ5O2QoQLcUaD0WUK0l+HbnxUksyLwsH0K5YU7/s51RL0fFfnxAHOOWLjkbMjkaCqdO74slIcu2hdKVDDFktqUxKbeodsM4zLSF1K6tISvatzdHGWz/u7Zb3QjnwusJgueCvPzvnFi6aiIu/4pUKLgKJT4rejDxPyzmiRgwAcbdvB4htaQ9VtDxFa4pIUa0XJLtFrPSn7JzTvJMEmBpv6SUKFAhkKUDntkxAUa4v5+qbmM6EEWcugazwB8cD848M6noSf/I3Zp/74S/zq6nsRAi785YcYGtuzVOhTMr8cLa/9u898FxddfDGnntpt8diwYQO33nor99x7L51Oh0qlwkEHHsjRRx/N8uXLy89ddPHFvPvMd80ic9d4mji/Kp/nwnjcPEIKPvg3f8Mxa9fy6le/mptuupnTX/96xsfH+cEPfsCHz/swv7r9du65714+8GcfKCm6zj77bA4/3BMsOOv41re/xfe/972+XZx4wglcddVPWHP44SipOP/jH2N0OpPXsgAAIABJREFUdJSvfe1rXHfddezYvp2vfOUrAFxyyRc58sgjufxf/pmz3n92n7zXoTPlvXJH6XoyN3PJe2nl02WfueDTvPWtf0ScJOy772ouueSSWQ64mIxt3vNH3o4g8jpcQbejIom2ivbOGOEqtESLAlRTAD4cMBGDkIqpJCIxigWhYEdH5qTtRTuYnzM8iYGv0honeHgqYzLxFH8Ox3jcTWEWo93REcgJTW0wILOCQDsagVck6WQQSsVYNUOKkKk0YyCwtDNJqBTNVJI5QRNFkXiUAsYqguUNhRNZN9oRXVoBByj8HFGAX4oxeXo6TyggyOuDeaxrHUgsKhCEFUnaDDGZp4MLGylOpmx+dBvWWhYuGsNK70hUoJBS5f2gnlwhyzKEzNGqpePw586nX6GqqmWk1jaKqiqKBv6yBiLAYvP0qsjrz/mt5RypS4lk6OufUpNa7zCL3nTbdOjAZxJ2l6ltLnPO4YI8Zs7HWwQdDkdsEySCiqyU4C6A1M6/z71DraSwHQnUFFUtOXKZpu0mAH+z9LL6W5vx/p9+k2sfz3jDAaP8xfNfUU40OHwKNSefFEogC+o9fLRnElu2aBTizWHVk51bl7PqzAq+507dwq4dpnPO7zO2SC2QUd7j5LxwtFQCa0BqsBn4lH1P5GwdaTMjqPsUVXGM3ZXh3mKOD7zs73jgtkfQoeZzN57LolWjz9re51MrieOY/fZ/Dt/9zpX8+td3ctFFF/HQww+zdu1aDj30UGq1Kq1WmzvvvJNbbrmFfVev5t3vfjeHHXYorz3lVB568IE+BGthPtB85gkMXD4LPVMaqUWNsPw7j379vVauX3drO8Z5R9DbLuWnKz8B3XvPvTQW+15Iz9bSA6rrIQZIXIpJDUmcolFUG5W+bSbWcd9km0DFPN6MWFRVJNayre2TVOU2cYRKoAW0M9+1JoEFFUFdW2LjFVumszmkxDLrZQcdMBxA4Kn9fD3TUdOWhdWMRo7KxQm2tS2JtWxuhbSz2biFQMJzhgz1MM1BL761LLMe0FTWcXOnMjN96o+pcKZdcekSeU9OG2ci4syhreeHnW5NsHnzZrTWbHpsM41GnTAKaTQabNu6jWq9SnO6ydIlS5mYmGDhilGGFw6UgKAihTqgGnkw4+uOnUxicAxo78B70cNt28GHGbJc6GTOeAS0s6Uz7NbELQpN3IoxWyyLVi8kCvqfu7nmO+t8xK5y5G3vZzqTCdtb22E4X5z56iggUHm6X0mJFIqQbs9vx8bsv+jQOW/7vSvCDAQYh9HQsVmJjPOExo6qjtBotu38O362ZRnOSb7/rXWsveef+P03vwmsII5jUBDqECsNyijSjp9wbOYdlIxkvsL1TkwojZAzwdm7nibmdlbdFWrv50QgfKTZNOSLNDrTMVM7WrnTlCit6Ex3iOoROlSEFU11IOxL6XrErCNrGVQoUdW9SwLs/Z9/G9/+9I9Y85IDn1VnuSuLooi3ve1tvPglx/OiF72Qcz94LieecAJKzZ7QjDH86Mc/5lOf+hT/9V83cPbZZ89ylg5ylN8uosun0zzs8qltgvnv5pmvW2fLXs35Dm+u7ZVPz6wv+VSib6USNFSjT2wA8GLJrtCVNDm1pUBVFO1mSpiEqFzuqmMTHp6CLW2BcxGhkjRTx/Z49qgcgnpgwEmamX9vKBI8d0iVabntHUclFShhmejtv9MSRkNoGdieQF3hBjQxktjAdCKZjBVjNctYI8UZRSsTZFYSZ3NXulIL2zoQqi6y1haizK5L4F44mD6HUjivsooq8UR2edq7oAHFIbRlMAxwGUxMGSqRb5cwmWXB2AKiICRNUx7f9DjGWKanmzgH27btYGJigqHBIUxNIyVEkUQrhRbKEzWU11iSWos2MVZFZKklrHiAU5dnV2PxaNgkyfw8JxTSKaxxWJmT/udp6axpMDshWhRBjmwu0qkOUK5/vvM0gF71KZJR6TTLSxgqwu0hHdtBNxQudDjhUb3FveqcbwFKchASQuyyz3PvcpgW36LjHKn13KQFawT4h1lqy/LoKpbWTmPippSxrz3Al6RjfNMop519EqIOLdsm0JpABIhQ4AKDsBBWtSc2z3P2roQ8gOujQ9qzCcqVBzEHa4rrr+glnYxOMyZLMh8VCZBakSYeKFAfrnmHiU9Bm6TbCB0OaNLpzEerTwMp9dNjgqX7LeJ/fu4Pf9MD6bMLLvgMl112Gaeeeiq33norK1esmNNZgldQWLliBevXb+DUU0/hsssuY9HChbyvp4+zF/P1DAV9pc1efu3pNnblMvtNCOnD513eV72NCPn3KPhpZ+9H5o3y4COOju2UHKMGz9xSRJAd61V8NJqaqtFULVLrI83UpWxst1nfDDGFTJlxeJbGuY+vmfqeRz8OWFWXVBQ4JFoIltV8X2DLOH65PaaZum4SUAioKYgU7EzItsQwFEAocULQNoL1U4IdnQqRclRUymQSledmrvTcjo5EiYDRakaoCvYgReoyrMvQaO8UcyIXhyuxCF1haOi9ps45MlIC6cWZy1OhHKEWIGrst98BOJOhwgjjEpwzTO8cZGBgCC0irJVI6bAkDDUakAMsOy2LrEl0WHDkKkxqmJjcSeIkt9z4Mw4/fA333HMfhxxyEAKIswRjDRPjO1kwugAhYPu2cRYuHiVOYmxmkYFkwbLBnGlKYDJLZ3tMdUmEjiRt28bhCGVI27YRCGq5bGOvaXzmba7eTBVJRleO0N7RYXLjNG6lwSqTU0G6UvmlQO8WqjR9Ki+z9rc3WWYh0kgpqKsQrRtMp02gELz1JM9VVeMHJ3yT7zWX8FW1AGs8Y4SuKISLaNkOLdtmQDWQCF9rySeA7grlyfVUzm2uZ1LrbrfAmRXRqnM+JavC7kWt1EPC6igmy1BKYY0lrIY+BRunRLWgHG9QV2Rtj1bTVX8gMpI+8tzLSM73Jrvggs9w8ecv5mc3/BcrV67ky1++lJNOfgWHHnoo73n3mRx//PElivaaa67hHy+8iLvuuouPnHceZ5zxNh599FFOPOkknHOcddb7yu3KvFncOM9v+UxZWRfaTVHs+bYxlzPp3p/dvwWeGcU9AbJ7ridn/mYngSpH0Z2cCpM5BV53XDlgT3hwhnaaQHtARsvEbGsrTOzAWrQQGCDToot/6DtuiE33mbMOxmMYCAQ1rcoxe1YgWDMSMpU6HplOmS4cpxB+llwQQsfCztTnVgcDUL7O20wVzdTlQMX5Olq9GSfYmUgGI4HKeXaL8To8TVxJNiCKcTv8QrxnTsmvl5IKnCNzFmeTHCiT5edPEdUhjS0yq+ACn6LuJIKp6W08/ODDDDaGOOKIwxHaR19SNNAil4QLFCoTZCLzFVMraVvLVDNhcucUlUqFQAfcfdc9GGvZsHETcSfGOUsYRbSaLUxmCULNow8/iskMExPjgGDVfsshBxalGFwbXAesyMFNwmNYDF4pBqDSk3p1dOdyPY8bE0IgtKC6oMJkc9pz7NKVSCuscJaeDEKWEehctnc5zHwpKKXnjpQiZMvDjzI5Oc2Bzz2AloypVCK2Jn/OwuDDnHbaZupJnS0Tr+alf/Rimq02Qko2PrSF5SsXY+v+BD+TmTMhLLheKbL8oZcZwuapJws2swSVriRNVCtO/cxLIAir/eoUQgp0rT9HL5XAJNZTPe1Fadm9xW644Wd88u//vnSWAGec8Tbe9KY/4Morr+Szn/sH/vhdZzI5Ocng4GCfHmaRhl21ahU/+uEPeeGLfodjjz2WF77wBUAX3OBgzvaSp9OEFGWd/ZlVgJnLqT79xyaFLEEjfq/dFJhzjgE1QCBCv9InQNkE13KYumU6lUy1BWSOoKoYCAXjbet59ZTwGB/RuwToHpcWXqw6UoLMecfU66iFEAyGioHAsSCSbOsYtnQM22NbkgRQzTU1p1LYFsNY1LNgFXTM7i3CO5lgS6tCRTkGQkMjLJCg3ZqhQpUpSSFmHk3xSYdw3XPonCPFO9yiHQQcOtI0KgGhDLAYdKZpdRrUKlUaww1cIEBkpNZQEQqc9BErAmsskQ4xztFMYWvbp3uXL1uMEoLoiMNpt9uEUUin0wEB1VoFIQRT09MopRgaGSQKQwYHB9GhZGhoiGo9wiWAE2TTGXbKEYzoXDygqxqSuMSnm9uCTEOr1aY+4iNNY5xngJP+3pHzLCqFFCihMVmelSOfM2d0HRQCHkVKec5t7VWgn60dGA6pS8ExKypESnDDz26i3e7QaAzkwqodqrUKSdwmUG0Gh1axceMmwjBEad9cPNWcZu0xh7NgYPgZdiZF60RvdJkDgkR3NWhii80sujafmPUe7DkHA+ma9qCm/8etF/QTJzFHr13LRz/yEU499dSnvO0rrriCc849l1tuvplKxUsLOTxSVsunI1PxxNZlsnoW9vUMOGcH3HvvvaxctnCOhG7v5xxTZgotAmqySsd0kC2FrSjuHE/YtjMjqimGKpLtcS4sXbSkpQ4qclauXALPGQxY1Qh8xUe4EihSggWF33u3ZgipddwxHrO1M2MCdQ7GU+9Aq/3RSFU5tDIYK0itILVz18OUgNFKxmg1o6p92amXlq4A2hTgnxLlWWavPPBGFJ8VoofnVeT7KPpfPRduQ3flBAOhMSbDCQi09ov+vJ6XuYzMZUQywjUFHSmZcjAceom2SOUoD+EXjDjv3AqyCeN8K0fqUgIZoHOGH4H0oJ/MMvloE+m8+ohWmrZsES4LSpWTIkwPhCaUEVvW7cClXm5waOFgif1IOgk69GnZZQcs7LZI9Jg1jq2P7cCMpqhI4ZxB5qCjwv9poVAioJOEWNPm4FUHz3mD7l19mLn/kVLkmtKShWMLed7ao1m4aBTnHINDA6xcvYj6wABSj7F123akUixatIjRBQtQWlOpRDjZz3LxzNguwEGum461xqdjn1bnLUBXFKZj/GT631bav/zL5axeve/T4iwBXve617HPPqu5/PJvPC3b2yPLJ/Sn3dwUwj2GsVt3ubJ+qtZ750+ZaWIX48t0HhXbsi1atoXDeXWJXBIrkhWcFTw2lTE+lVGpKVYNaqwDM8/piJRXdRR0J3kmO4yvn+Cxux9nentMOu3Y9thOJjY3ae1MaE3EdKYypnd0aE+lTG1vIZ1jcVXNXasOhC8hzbDMwUCYss9gi6ou0qizzTjYmeQtKNZT0UW54HLmMlKb5qLVtmTj8e31vUolOTAmb71Lc0dXsPJ4x2fyNC++r1V4XcuMDB3oXMO2gDkWpQZPjm4dbE8d25op9cBRCwSBtGQuzfdj/dzjQDivkJLZlMQmtE3bj9t2VV8KmfL2zg4IR7QyoLIwZHBVnaFlg2ipUTkZQpE2LSLnqBqRpRlDY4OkSS7s7RyVRpW4ldAYrs/7eAgJ9YEaclNAtl7QagYkRhOIEOcU1gYkqWbTuODubZZ1O2ej4gvbe1KyPQgHX75zNE2L5fsuQUvJ6qEl3O8S/vYXt7LfpgE+87sv9rVJ45mAQhl4cl5raWVtpt0ULdOirurPcJQ5Rz2nF8llHBgQ1ad3DCKvrYjUR7C6XOk+eaiIc65L8N73ejfD5Xo2W9TWev//lE3M+oVyQLvjJ1zRggEXXXQR537w3KdjVKX9yZ/8f5z34fP4oz96K1Cwg8y2iYkJ3nXmmdx5550IIfjC57/AC17w/PL9e+65h3e884+57bbbOO+8D/OnZ59dvrf/cw5goNFAKYXWmhtv/Hn53j/83//Lhf94ITrQnHzyyZz/8Y/zi1/cxHve8x5/+M5x7rnncMopp3Dvvffypje9ufzugw89xN988IN94CVvMZJNjGcBkzYGNrEwGCNi7gnjsq98hY997GOA4K/+8i9461v9uUiShPe+931cc+01SCH50Ic+zOvyxYqQOWMW5P8RhDbKm/UFnSQjEwlGpjjhcimnnv0Lh6nC+OYMAyypKQYCyaPTPRJPJo8wKxIpPXWdAIZCyWhF8mjT0JmKSXdO+8+7ndSGqqRxSnNny6NVrcWkXn8xyww6UMhojBRBKD3Ha3dMwoeI7dkOM7WwrR3RCBxDoWMqmf/2TQy0M8lA6JDO4IFTMqesszjXrVsWcWN3W90MVuGQCodXoGs9otaf80LGK3UZxhoyl1JVFU9mIADno9nMWNK2Q2Swo5XQMYKlCyQqS5lOvRNUeJYcjUZazURiCaQjEGnOUGQodEidACMcTvhIOTEZoqkYXTJArGOy2MuuCSVw1tcrU5v6yC+X1a3LkIUrF7BwxQKEEGSZKYF7ArArhvoWlDNb/oQQ1EcqRJWATjvlni0xeqGmqmBiSuUpeoiFpzXktwIlW9QJgFALUpcwmU2WPTuNoMY/3v5rdsYJ92yf4GePb+YlK5bRlq0caVUnwCtzJyL2UGGXMpNG99nkV3XOYROLDJ6ZOmPR9O37wJ8C/Z6DbNoge0BJxQ0418Ne6hy4omZbvOGKgc25j+Ih70Nu9vSV7tL7iuJ/3SoOBTiiyIw7x/oNG3jo4Yc58YQTdn3MT9JOOvFE3v72d7Bx40aWLluGcf3CyIW9v0fqKkkSWq1W3/sLFizggk9/mu9+77tz7ucnP7mKsbGxvtf+8+qr+f73v8+tt95CpVJhy5YtABx22KHceOPPfX/dpk0cvfYYXvWqV3HggQdyyy03A75VZtU+qznllNfO3pnzxOaTNqCQP54y07zixDfwpS99kdWrV5cf3bFjBx/5yEf5+c9vQArJscc9n1e/+tWMjIzwtx/7GAsXLeTuu+4iTTI2P76ZJE5LRRaZkziYzLJp3Tbitk+jRdWIJE7otNoMrW4gG92hFSocO5OMuycs01JSqUtWNTQPT2XEha+yubOMuqnYzEqGI8k+Dc10aqlrydiSAaLRGkorn8qLU2qD1fwcWbY8spXhJUOAI6x4cnhV0Tw+HhMXPd3FaQPfdmLm0mUUJAY2NyNWNgTTkaOdQWcOJK9DMB4rIhUyUvFctwFBTjmX5Fvz9KBK+D7G3v3MbOrvvRt9nU7inM1J30VJZaeERBL6+qEzaKkw1tCcSmiPe/7bSAka+AhdTOek7iikUJCDqK0TbJpOMCEsrHrdSuUUsY3BeVSrKIr8+dCqrgpVUFUP6LLSE8dorYlEVB5jUU/UFCLiBfDNEQT9AvVzZQA6toMWQfntAgcShILalg47phxbrMAplQPGmHvemmF7j8PsYbMZDDVhEdkUaQdnOHbpYjY324DgwAXDviAsFDVV8y0k+Uoxcxl1Vaeh5medf3ptnqjOeRIFXX/mej+EEmQd41ULArlnaErntzNXX2dvd+reYnPW3Xf6aOa2225l7dq187aO7KlJpTj66KO56eZbeNWrvYzWzFM9OTnJdddfz5d6pK5m9nEuWrSIRYsW8W///m+7ve+LL76YD/zZnxFFUbkNgFqtC7PvdDr+2vUQYTrgqqt+wn777ceKFSuwzvHQgw/yv977PrZt3Uq1VuULF/41Q/sfSOKX1l5qqee4jPXRyo9//GNe9tKXMrJgARLBy176Un74ox/xB298I5deehm//vUd+XmSLF68GAelILB1zgsnAAhojNQxqSFNUnSgGBodIgoUUnq2mV4u0C1tx1RqGQgEYxVFYhzjvf2SmfOInnK+gFUNzT71ACkc2zuWqoKhoZCo54LV6EHmWoEOF1OpB31zpgMWh5pOlmGdI8jBIqmzmECiQkUgvFRfRncWsM7T5KUmYWk9Y3MrJLWqL4UscFS1//90EqAlNMIE6KeCKxyfZWZ6t/8Z8GtGl9MQKlSuNVmcR5cvRoueTUteb8TSiQWtrRkgGV0YEdZUiQSf2ZNYPHsOR5pBh5iwJhkc8qlTT/GXEKBo6O79WRJTZJYsNiglCQmYUk2vSOMcGQYlFAO6QSSiMiVbthb2Bfmibzy9ZrFMmyYq1x/ubROJHQQ1jdsW40Yqs9DVT2R7Tw0zb5GQQlDVolxh9MKn//z5R3LRiS/hylNPYp+B4VJpwF944zkIhWZIDzKsh0on2mvPFr+qc55gQGq5qwj/KZtQAl2RmNjv78lw6Drjck7eXWwfsVc5S2DWuqRjO3n6ygNLZlG9PUUrAD4HH3IId95zD6mdO7p88MEHGRsb4x3veCfHHPM83vWuM2k2m7u9HyEEJ5/8Co499ji+8IUvlq+vu28d11//X7zwRb/D7/3+S7npppvL92688RccfsQRHHnU0fzjP/4DWvfwhVrL1//565x++mlMTk2TJCnvOvPdfOIT53PNtddy3nkf4d3/83yG3ACDosGAGyDIAqy1JGlGuxMTd2LiOObhRx5l2fLl5b2wfMVyNm7cwPjEOOA494Mf5HnPO5Y3vflN7JjYThhpVKjQkSaIFFILlJYs3H+Y0ZVDLFq9gKXPGWPxvqMsXDXCQL1OTdZyGIuv0k0mlo0tw3AoOWJBxOqGZn3LdNOjLi9kKlFOepESDIcqZ+URDIWSJVVFKOjyp5Z7yN2MMKh6/nsPh6oAWq2UuoBsOmN6Z0xrMqGzM0Uj6OAYH++QNDPCDMx0iowttAydyYzHNju0CFhUhUbQ59fLZ25Z3TFWFVgb+AgtF1YukJwF0hWXo2Hzf93nsvubyoFCzhV8td4BFU6nBOTkUl0OyGLLxMaYWj1ibHkNXYeUpFwoxzYuQTwFeYIpKeQcqXUY5xcJqUtp5bXLqqzO8Rx5qUKUP8cKRV3VaNsOTeMdZ+YytPDnIpBBV2aMbj9+ub155ro+tilBCexyQE1LZC3AGMdQkM2dL9/FHLr3RJgFUq0Hbt5Q9ZKt3liLFBWOWLgEclaM1LZomTZ1JahQKTcVyrC84Z4dm70fl/njeabZeIQQqEghQ4dpW2ziUFFPDXW+i+8gzetAKpotaL271H+/CRN0Z56CRqzIynbimFpt9sMKcPfdd/OvP/gBt956K7fccisbNmwgSRLCMGT58uWsXXs0Rx99NK965StLAvHClBQ06jXSOEaLudNAWWZmSV2d/4lP8OEPfWi3juvaa65m2bJlbNmyhZNOOpkDDzqQl7z4xWQmY3xinP+6/jpuvvkW/uBNb2LdffcihOC4447lV7ffzt13380Zb38HJ514UonkTZKEH/7wR5xzzjlIKRkfH+fGG2/kLW/x5BJCCDqdDmka8M9f+zoXXnghQggeeughTjnlFKIoZNWqffjqP/2TB29Y23ebCCExmWH9+g288AUv4FOf/CSf/vQFfOADf85ll12aXyu/Fs48e5xvA3BdFK5ztoeCzzsA6yw/vvR61j24gwPe+hKeu2yQqobJ1DEe96QlLX33bSjhkOHACzALn+5fVpshD4Xo3ts9WazUpqR48u/MpdRUDeUiMtMt5GslUVKglCAMFC5QaO1p+VpxRhD6mp0QEAWKRkVS035B2k4V+w3Cw5OW8cSHe60MdnQUh4wotFQkVmDxz2Riu5GmJ8Lrpip7BZ9NTwqz4KC1fbVP77SV8Gw9BbG6EAKXQrxZMDJaozYY5M4ww+b8toWDnpllKk55M7UICcNRznPrvTp1WfPBjOie6162J+MbfUsUby/dpxaqJHrvnYOKXsuZc5HBlGjn4juF74hd4gMX52hlnskpSy0PP9KkWoUodIiOw8lyMgEH4S64ZPeeCDOvYQrnewwRUJVVBlSDmqrlq0+NsArhZO5f/UoiKJjmhSgv8m/0UJyP3J52ZOwuzKuaCJzJiYZLZQw85VTbYjqWrGn8T8v46LSmMLGdE2m769jzN2/OOWIb0zStMlqoRBGtVrv8jLWWK664gpe9/ARefsKJbFi/gVe98pV89ztXsm3rFuJOm21bt/Dd71zJq175Sjas38DLTziRl738BK644orSSUh8D1ilEpG5uRehK1YsnyV1ddttv9zt4ykEoxctWsRrT3ktN910EwDLl6/g1FNOQQjBscc+Dykl27Zt6/vuwQcfTL1e59e/vrN87Uc//jFHHXUUq1evpl6vEUUhw8PD3HzzTeXPr351O1EU8fa3n8EvfnEj1113LUcffTTf+953+fnPfs63v/UtKtUqq1atYuPGjeW2N6zfwLKlSxkdHaVWq5WI5NNPP43bfnkb0J1Ytei2Isx1S9nS8/kJ/pc/vZvL/s+VXPv5/+Dei37MkppnEHpsOqM3GzszurQOQiW6ZABPkE0qHLREEoruIjuUUZ6OdOy3qEKiQTc0eiBA1DXUFC2TYR2kxkBNIWsKEwoyLXBVhasIBhqOQHpHtazu64EHDgcsq3m2IV+JKwA5HohjbMjG6RBnq1RVlaqq0FA1qqqSBw/92TclFIEMiGToHUf+viijUFmWtQwGm9PJpYlheqNheMQ7y8J892uh3CFKZZLCIZc9s3hqP8+MZEhsTNt4hZVeJ1t8tm07ZM54Vh7jNU1btsVOM5WX0BoeuJnrlPbaTMq7/mvY7eH184HLRa8CMqOZiCVbO4a7diQ8sDXm/vunyTqWdi1iWzvoOsv83oysZUFjnp2xNzlMAOEHVKQuipvdpxG8ZpzFMG2mSV1KXdUZC0b9jdSzmnky1k3NPI3m8Ows+tlxloUJJXyNoG1IJnN5sqnME9DnfLYykAjtJdJ0zWuKqoqiD0+Qm+TZHf+TNYMp+9QKhOBzDjyAX995BxbLQw8/xIknnczHP34+7/rjd/LgA/dzwQWf5s1vfjMHH3ww1WoVKSXVapWDDz6YN7/5zVxwwad58IH7edcfv5OPf/x8TjzpZB5++GEA7rzzTg7JI08zB0p2yZIlpdQV9EtdPZE1m02mpqbK36+66idlavm1r3kN//mfVwNw3333kSQJY2NjPPTQQ2SZj0geeeQR7rvvPlav3qfc5uWXX84fvPGNBFqjlWLByAirV6/mO1deiVa+TnXXnXcSBgFhEBBFAbVazTNKKUUUhSgl0VJy8skn8dOf/pTx8XHGx8e56ic/4YQTTkAIwate9UquueYaHI6f5sc88+wUd9K/VSXzAAAgAElEQVT/T957x1lWlPn/76qTbuo4PTkwDGEYYEhDVgHXAAgoKFH3u65ijkR3ddfdVVdUVEBQd11x3aCroiCiqKgY111FsmQmwOSZ7umeTjecc6rq90edc27o2z09iRl/+8zrTnffe26dOnXq1FPP83yezyPlxFxSyxVafxLzJauwHFcyo6eAIwShNs1cr43u2EQcUWfOaTq3EE3KczwSlGPR9LkrXPIyTyF52U24tYhDrYmMIdSWXD021g0ZC0NUsfU1I5O6Jy3rTtGDuQWfnAwIHBdHxhaZ6ioO7oLDe2MO65YsKgkUFl3qCp9N47B2zLC14mTKyhVupjyLifJMlZgvvYTI3Bbe9qWPK+3xnsjhCT/L6cQkcWUF/RtCCqWAfLfbdK8cHEs3h5h0w5G6hXPJBt1PjlNY3tfQRNRMWOfJRZCTAdJIdE3j5W37qRUtjbR9F36m6FvvXasYY/kq+iuairL3Y7CmGQ41G8ZjxiLN1rLkiaGIZ4dCRsqK2liMdiTkHWLfQTfmGmuDpzSFvKAz12YxTGT/cckClvjWFn9NxWDrYQbSsyU9REwUR2ityacTWzQf3y7mVk+RaAboVHWENC4pQHRPWISWG3YfKBsBTs5BVRReybFur8TV0X7S2bFIlWlTU/uRGzYFPLQ+TDYGUiQv82wQ29BGc8wxx/DgAw/yta99nQ9c+1dceeX7ufqqq5tiezsS3/e5+OKLueCCC7jxpps4+ZRT+exnPs2DDz7IiuOOs+CRBpdw5g6iXuoqDEMOXHIgX7n1Vr70pX8B4O1vfxubN2/mpJNPYWRkBCklN998C3989BEGBga48MKLAIhVzKWXXspZZ54JWIaiy9/yVo455lh83+df//UrCCH47W9/y/Wf/jSe6yGl5PO33JwhbMvlMj/72b380xe/2HRt//kf/8673/NerrvuE0RxxMUXX8zRRx9NegFOS7X5FK3a093Dhz70QU4+5VQA/vZv/obe3l4APnHddbzxL9/EVVddTd/MPr705S9l6PZUsnghZuLTaUhoyewnh518EB/8+tsZ3DzMS153PACV2GRoVYAmozQRT9qKIpMhxtP5HrgTgyjphrsx6d8YQ0XpSfM9cUVStqbutgVrSR7a5VJIgGdp2CCVyMR40tCRt6CaUEdI4VCJHYZCRdG19LVOQ4USg0YkliWYjKUoTSGxPLM6UbzWrRm4Kb7UXlesDeNjispgTOD5lPrqlqWtWykmDWU1gm7Sz31H0BlIPGlLZWmjcIRHpCPrKpbGsjppIBSoWOHknIzcv8MpYVzrBUudv6ml3yrtSP1HI82mSkzgeFRizUBVMyvvsDVSjISagfGYMNSpvx/Ksd1VRcZWxoq19eP3+EhlCAJBRy6i6LdDPyf92G+YfraH4EuKgcOJCwoETupm0YyrcRzpUJA5QqqMRGXyMp/VMWv0X6evFNIuhKA8EjK6bZxSTwEv52A0OK5ExToJRgnQGulKPH9qo3s6aSnGGKKx2NJQ5iXCSXHLe192JfZotCEaU3gdE5mIpsoUeSHE1gzUIAzCyMwF03rM2g1bOWTpwWilWXroMiqVCj+85wccuXw5rnB32lpWsc44XB977DHOPPss8vk8zzz5NMYYvMBDxTaul1JypewjJklxIQFsOO7u0zO+kOlQbc8PMAWnbZrwbhJNJkndd4JUXT7z9DMsnN+XuUIhvb/WaSiRCVhepEOXXe9gVfHAtlpdeaXWZsPzuqTD4aBOLysU3PrM7cwYamPYWlGsGY0Ybi39lYoysC2hyJP1Mx7e4zKvUAcshjqkZkIEZOGj1A2dbgZzMkesBVsqmk5f40qFL+uI1lTsmJqssLQQIiudlcYRJXWe3EgbYi2oRJrtAxG1McXc2Tn6egJEA3QhrZAy2fi0U5hKadb1V+nrk1TMGKEK8RKLNydz5GRgieXHEy+X32y1ptWXTGxw8m02alPcL20Mz4/FrB+P6Q0kgSMYjQzdvmDtUEQ1MpaFSBuoKJsgW3DsRksZKLr2Z0VBp0teAL7gwO4yOcdw0Kwj206S/cfCTKi/HCmaABUpugstedfPf87vNm3msmUHcfWKkybsRNKBFcJOxIqqUHSLjAyMki/l2fLcNvy8l5XRiioRfr6+8JW6C8xc1L3bl2IJ0110pInKCq/jhXNuNlvbmjrXbct2fCckhQ/sKxHGljJqD2lLjhE2dvNf3/wGY2NjHH7k4Ry5/Ejs4qKQU1QgaNueFMSRQmjBYUuXsXTpUp544gm+edu3uOSiS5L4sN3dq8i6cLQ2OMk8zoAVxuA4ct/tOHZRxraXqYxV6Z7Viee7Vu0JpiCCF0kaSUrTBlooZDL3GpxsNM6m7JnFQWlYPRoxK+fQ1RD/18ZQVi3uWG2alGXeEcwtuO3qBDWdK91QpwAZYELqBFjjY+14PLmyTC/FdjBTmEVX0OM7GRrVFS6utEUhUhdl6tKMjUJiY6YSiSMMfTlLyi5SpZdsHBqJ8dLTGgxKGyzxnaQau1SUxpOgtC2aPRQaypGhczzCiw2LDuogH8gs5JVaphmwZ5J5mlqqjVKuaYq+gyctj64jnbq7NrmmVBxvIrDQDj52MzxFmkg7qSrDxnKMKwXl2DAc2pDd81VDNUoApNtDe1/yDnS4TfFuwG66EqaiqoYuV+OItGpqe9k/YpjGZC4WRxoqusxIPMJoPEY5KfOybnSM+7dsRRnDN55cNcVj0bxbio0iX8pRGavSO7ebntmddMwo4Tg2buLnfYpdBXrndFPsmlg+plWmm5YiZOrmlEngveFymWrp3zNi0CBDENq+ZMRUSmeySxJi75exmp5IJpuu6f147rnn+cC1f8X37/4eWzdv5c477gR2fbw938X1JHfdfRf9/f388O67ufYD17Jh03qkY9MkHFfi5TzcwCUo+LiBi+s5eOlP39lrxZ/3lkRhzNbntzEyMMaW5+rgIpG4tow2DdymyWeQLPpOgobciRMmN2gk0mwuqwT/V29gNNKsGombXaMNuzgBLO5wKbmpkhVJ7uHUd71dylSaNzoaacoN1agdATMCSbERlyCwD0dssj8XlVwKbvq8Nyd+OA1lzlCC4W2jhOORtceFpfDLuyJp1m40VALG05isyotAJLmJ1kgai611JYUhcKCmNMOhYfWoYktFMzQU0j8a483OEbe5NTUdNqFyJx2vlrUvijT5vABhMnRuWqotXX9NkgTaiBVJNy32dz1VFkfT8doYasrGkcuxIdKQc6y7PlaG8YqmVtPWVU4yOD2+tSzdNptWT9gbW1YYA24S493/62Eakhp8Ak8KDDFVVbUEyUki7sy8T0/gM1QLOW72TKB1N1TfgaU3pugUMcbQNatI16xSdlyxJ09lpEav7CJXTBLLRdrEnlNlKYn1Q48+xtjoGEccsSzpt03ydR2JlPb3jtKOlXWbMyQ/J9N2tiSPABCx1Tfaa3/sfirTdUFqrXnb297OFVe8n+NWHMeXbv0nLrvkDaw4fgWLFi1iZ+3k1M26du06rrzySr59222ccMLxXHnlFbz9He/gnh//yPJw1ns62RVM+5z7i8gkRiuE3RQ0io1pkiyCNj7UbvPqIDEmZWRp+NxASq5gWqavNmZier4xDNZ0MzVdFr8UWZPTpVNutDJbxRgbJ101GjNQtfmeEkvHNzvv0BtY4oRHh0KG09iYKzOFabKXTnIiqStOUUfvK2MX6GeeXkVfXx9SDtDRUaJSqdgxdxzi2PKlDg5uZ8GCeQyPjjB33mxCHyrKUI4lNWUYjSBUhnkFSadvCBxJyYPNZatUjDIwGlOe4bOurFBA0ZU4gsy6tKjbnbedAsd6BG2RNas0XeniyQZSCJXcf9mML5mKgL9VYmOBVxLYWtUoYwkpasrQXzHWHaBBS6wSFPZ8GSBsKmugy7OVZ3KSMBRZjHgy2X8UZiKBK+lwSrjCIdSR9ftLj1jEfPWc09kyXmVRRymrNlDPEUofTTGhCoF1wTSeT5Pv8JpPvodNPmMMOjZIXzI8PEK5XObxx5/C8z3iKE4eDJsbF+RynP6SU+tsKHtEBBgHISPrS9M+mPYFfqF++fs6Vrarcu+99zK8fTtXXHEFACefcjJXX3MV55x1Hj+654csXnTATreZ1sO89pprMj7Yq6+6itu/czt33nnnHiN339/EcR0WHDqHajmk1D0xp1UkysroZN6I9otf6mxtskRFXY00WogAHZ6kLycpOPX4lQHGopYEJ2MmuD1GQr2TW6L2c3woQVnq5DQz8g6Hdfn4yeLrClhQcLLz4Qkac11inUQnRXJlxvaqkWxACBCepK+vl2qlSqwV69atZ/asWZQrFVSsiJUiX8gzNDKG2rCVShQzELuY3rmEaiJCe82oQgjoCQwdnmAsTo4ZjSAnEZ7ET0gdHGGJ2YWwa6W/i8wqriOIIo3nJQxNSWmxxlFVoQbf9jYFgRkMwogs1UW2SRsxxlBVhoqyrtbx2P69aUwRGkMc27Q5XGFz3j1pXbAGqwRT78COLk2KumLVIPFQZnLQz36iMJMHwEDRsxOr6BQpOjQ8OIacjOgNOohNPAGFl07ORnesfXffLfxGWddsV2cnrutQKha5j4d4tnMVB4slHLHtMDq7upgxozdBJ+6s1p782gSAdpNkLzmlsrSdTX9Mf+e3P8k3vvFNrrnGomHTJO/3vO/dYOAlLzqNmz93E6997Wun3d4dd9zB+95/Bddec00Tabnrulx99VV88Z/++f+3ChPAz3n4uam9ESk5wI42V81+oPR5rgNUUvGkYEmHR+AIIhMnnKeSXGt6VgthAVjE5nRnbauV2dj/SlyH2OQcwQElD082f7c3cPBlZPlsncQlm4C80ic4zUVMnbKNG3uwVHez58zCGNg2MMjiRQspFov09w9YSzsoMqoEpeIYjuuiRkbwSjOakcItQ4KBgapmoJq8GWmoaZgRZJZ7hy+z8l3GGIKGWGMr0KZ1fFr/FkIQKZux4CQlxqxbVhEkrnutNG7Oafp+GsaWxnoP089Sl6/BUIsNq0YjqrGh05dsryqGywoVJ7oiuSemlgA3RyOSFAuLgPUkdE9edaRJkntYlYLR0Jm0JBvsLwrTco0hjaHoNU/7OihA4CdVFBqrGbQ+Jo3xk/3BShLA8iMOQ2tNv97Go2ttYvkfeYLTjzyFQwpLEsTbno5qJrMyc8Hu+7HYW/L008+wevVqXnP++QDZQwfwvve/l5NPPJm3vPUt3PqVf+Xd734XZ515ZluuWaUUP77nHr7whS/y/PPP8e3bbmuqNJLKBRdcwFVXX8OTTz457TzLXZGaUjw3MoI2hkWlDgre/vG41mUX52zmpZPZnxagJii4Mqul6IocBktLOOH7DWlQvoT5LbVmp0SxJ/9quoYvfYuqTyzATt+hx9fUtGFpl0dvMBGz4Eobb6wlFk7KEIOoe7kwKSI0sQcSS7tuN0NXdwmDZkZvV+Ytq0ad9A+NsFUHhFIiOnLUKgonKFIdMSCmKH/SKjUNRYd0T2JTczSeY/ClXUNjY0t+pUw6U22Y088yxWcMaIVKCN0DGRDrmFCHFGWBuGoLOqQlyyyhgmjqvxQC1QjoSmQo1PRXFGFsGBpXNpbrCPCF9b9XVXozLNI1jVcK7DWnlzAdHZB3YCwmdCXPDwuQghWTHLrvQT/G2BvrCjxHkJ+CHSfdgUgh2wZmU1BC+9OYptcLIklfXNfB9z1imk19z/VwHInn7j1y9kxx7uiozD32p6dYf/Tjn/DKV76SwPebQBbp7v7UU0/hwQce4JKLL+ZjH/0Y8+Yv4OxXncM1136Av/v7v+eaaz/A2a86h3nzF/Cxj36MSy6+mAfuv7+tsgSbp3nRhRdy9w8nEqjfdNPnOOroozn6mGN4w5//ua1C3yC//s1vOOGEEwlyeW6//fbs/V/88pesWHF89iqWOvjmHbejtOZv3vs+jli2jBXHn8BxK47noYcexhh48smneNGLX0KhWOKzn70hAbpApVLl5FNO5djjVnDUUUfzD//wkeyz3Xl98pOfYulhyzj88CO4556fWAVgbEmziy+5hCOOPJIjly/nf//3d0wmGgUiTX1IzQQIRRWVPB8WXWoX16oyzQWc0840iGHy2piTiRDY+pPJPwQIaZgRSI6ZEXBMb8DMnCV3aJXWXPFGBRDpLGrZBPnJHNQtz5lq4GjdXtM8NWpYF7lUlEGPxaitVdR4jHKF3RlM5xUkry7Ppk8IgS+h4Iqk4LloAhDZKKTtR1qM2va1ebOQImXjhNdVOBAYn5IpUnAK9p4JG6NVSoEG17drW6Ysk8FK7XiJJPWApny1VaUZixRRTWMibdP/qgqGQpvGMxgmVj1WWbqirixTlKIQ01OWYMdMAFVFtaqpxpNPpn2/ZY2NtTDzHh2BQ85pAxTYEbglParR5G8RIUh2MgYh6i6IvSot435AbgEv7jyJB8ceZUXpKA7K73xcbW/L/mCV76w8/MgjnHCiVW4Wkawa6Lns/7lcjje+8S944xv/go0bN/LAgw/y1FNPUa1WmT27g9NPP40Vxx2X0dPtSI4/fgU//NGPmt7bsGEDn//CF/jjo4+Qz+e59LLL+Na3bstqaAIsWriQr3zlVm644cam7770jDOyklyDg4MsPWwZ5555FlvjGAR87B8/zp9fcnH9C8bQ29PDjTfcwF133dWkSALf56f33EOpVCKKIk5/6Us588wzOfmkk6Z1bQcfeigrn3mm6b0nnnySb912G4889BAbN27krLPP5rHHH0MKp6mkWS2sTShpBnVXrDD1hSwMI6QjUUpjhEtNaaRvsvQEhKCidJJfLgh0TNVxbX1FWbfeIg39VUvSDjuew5nPSjQqNLsAC2FJA2weePt2XAGdnmC4Zmw+gl/3armiThaAqSsZa0FjbTRhiQgwJvs8VJrnxiLGhQ95D7EttH7WLi9pf9eeSylgds7hgA6XnCMIpMBgK6dYK95LrN86f+yk42YvADcxWR1PIgpeEvtLKAZlgItDrFULKM5K48qeRWJbDhusap4bjCyQq6JsjDjnQKeXpIYw8dbszrolhG17MLSKecb+XEC6rCBwcKVgfqdLmzGeprps/oIR9Z1eKtKBBK4FGIyOEMLbvcHeSbl0zvlcyvkv2PmmJX96OrJJHnzoEd74l5cD9lamBXgtneJEN9O8efOYN28e55177i6f87jjjuNj//jxCe/HcUylUsHzPMrlCnPnzW36fPHixQAZsUY7uf32OzjrzDOZ0dlJtzF0ej55152QnjJ7zmxmz5nNj378I5Ai+1wg6OjssP1RMXFka1MKKXjggQe55tprGR8bY0ZfH//6lVuZO3fuhD60nuv7P/g+l1xyMbl8jiUHLeGggw/m/vsf4PDDljWVNPN8n27fn7AwNub5pe8/+viT5HI5Nm/azOw5c6hUKszsm4HrOuRyOWphSH85puQXEErRv34tfQsWMjY6iswFRGENN18gzncyVNNZpa+6TLZytJvw6UzBgpjMZMdZKaTo4STxneS6fCexkHGzK7eKJll3EmJzjEUFSwS1ao0tVUl/ozPCEeBZ2sqcA52+pOCKhNzBXpelCwzZUNtCQfThCr+px56EuQWXgzs9SzfaEJd0krqW6TVrY3NGd6aurhQSIzRKK2o6ZEyNE8gA38kjVGK1p/FiTEaUDo3ueIPIbCTBcKjZOJykEI1G1uXaF9Stx70ljrDnGYthZH8F/RhjIcFFu/vpyTntdziG+sSbQpr4ZFuNVMA+Bck20gjA+ZNXFntMXiAv9d6QTZs2M39+3TK0OW8yy3nbG27mAw88kA0bNjS9N3/+fK668koOXHIQ+XyeV7z85bzyFa/Y6ba/ddttXHHF+4GkjJgQfPjv/46PX/dxXvpnf8Ynrvt4VhuzLobGWpgq1px44kmsXLWKd77zHZx00olEUcT7r7iC795xOzNnzuS2227jwx/+O2699cs77NPGDRszUnmABfPns2njBvK5XFbS7NFHH+XY447jxhs/S7FYpCGQlP321PhKtkRbOb7zWHzPY+XKVXiex+DgEHEc09/fT7lc5oC5mznmkN9QCgxPb7uErUMz2bBuPQLNpvUb6OrpZnj7MPMWL8Fb2MVopNleU/TlGuj40jWgjRKYCg1uTBaJnDjGifhp/qU24El8CbPygtl5iZPiKIxtQxudkDpYJWkNNVuKUGnFwMAQQ9onF3RaUI8QlHp9OkZD+rodSoEg57iWyqBhjVNG8fHn/4Xt8TC+KPCmme8l71ilWVOGGTmHTk8mcwiiWGG0wfPsGNXrRBpEI43hNJVmFt4SEOowS0+JTEygfWhAO6fZCxPakAZci6Y1vuDZbSHbasrqBcg2I3td0nBeyYXhyXNS972FmQTwc67EnWTypnyJOysTmIBMC6r2/7CyzNxEezyMLQgrMVpZekI/n+600xPbBUErkNKyxlj2mF0/Y1qiq7kX7fMD95T4vk+tVmt6b2hoiLu+/31WPvsM3d3dXHLppXz961/nDW94w7Tb3bRpk6Xie+Urs/eu+/g/MnvmbMI45J3vehfXf/rTfPhv/3bKdhzH4YEH7mf79u287sKLeOyxxwBLIH/WWWcDFuQ0J7Eur/vEJ7j9OzamunHjRlassByup556KrfccnPbuL8QgjiOmkqaXXHllVx//af5yEf+ofGuAxDpiH/Z+DWM0fx2+x94x/w3USgUEuVv6zgqrQjkeg7qvQkpQ7qLMKvnc/z02etYNusEhBAs8AuUuroojY7Q0TuDcWNjmBvKit7ASXIMNQ9u3UrgOhw5o2+aoy/QSnPb9T9iaMswf/53r6GjpzhBeQghyDkCp6pQOYfAExzW5TEjJxKwv0ZkysF6N8qVEM9zieKIQj6XrD0272/mjD5KtYiaifDyBYwQdDoCJQWFvJ9ZYI2xRYChaJiheHsSjyxTDLazMDc/I5UQDcc++9w2PnD9PWht+Mer/owjD5nTdN2tT0rr/W4yRhpEG40jJZ1uJzVdo6prKFPFw8NJ6lhCHTXcv3aQ397xAMe+7AgOWD6PmqkhfIEaE9RwGA8T4oFRncVfX1CRAronR4fvW4WpyaiJSoFsBL5lUodjTz5wKblxTdfIyVxThe2J8n9YS7ZIKCr4Jj8tpbkz+ZkbV24hrEZ4vktHbwdxaF0cSmlUFBMUAow2hJUauVKesBYyZ8lMXG/X7o3v+4RhmPQz/a9V9ux9r9VCgiBoOtXPfnYvixcvpq/PEmuc/5rz+Z///R2vf31dYe5o+L797e9w/mteg+fVH9q5c+ditCEIbBz2hhtumnY/u7u7Of3007jnJz/hla94BYcffji//e/fTDjuQx/8IB/64AcBOOjgQ7J4airzF8xn3fr12d/rN2xg7tx5LJi/oKmk2ete9zquv/7TbZ9XlVR2jFH0R4PM6Ommt6ebRgo4hMGNH0ZEaTwSEA498yP6o1kAOIU+ygKcjt5EWdqbsD20BAdFCf/2+BP88yOPAvCRU0/mrAOXNPVlsnl8390Pc9cX7iUOY/ycx+WfuKjxW9lvRUfQpcH0eCzs8piVdxANW4TU8hKJ6nriyafxPA8VK4LAx/M8hoeHUUrR2dlFrGIGB4fIBQGdnR0MAI/VnmL10HOcPvdUTumu4zbTZ3GG18N8fw4bwk30eb3M8Wdnn7WClX71hzVUa/Y5/Pn/rmH5oXaj1Li+tqaUpP/alUusZy8A0nIHe8LDSIhNkmqC04QrEQg+csHn6V83yHc+ew+3PnsdxrcEEMYTrN2WEFQ4YkIlmhdUpnhI9x1K1hjrL87ZHWF3rj1SVCTB5KkWaoViVI1m1cURBiVa/dA2UqyIszy9/9NiwGtUlnt4buZLOXLFHGND4yilicIY13MIigEq1nbhKOYoj5QJKyFThPR2KHPnzmHDhrRWoy0BZ1OiYxRxEjPas681a9Ywf968pvcWLlzIfb//PeXxcYzW/PwXv+CwpUubjrG0cpNfyze/9S0uufSSpvc2bdqUXdtd3/s+Rxxx+JTj0d/fz/bt2wGoVCrce+/PWbp0KUuXLmVgYCBDsUZRxOOPPz5VU5mcd+653Pat26jVaqxZs4aVK1dy4oknMGfu9EuaBcKnz5uBIxxe03dmAyhLY4xCmZhYx8RiYdP3hIgZjuYQaZO8NHGsiZNyWqlE2lDVFsH5+02bqSpFVSn+sGXrpNfViprvnduNMQbXd5m1aMak33FizcEdDsfODpiTT9lh6n6NRuvaGDBJUeLhkRHWb9jIqtWrcVwXIR22Dw8zODiElBLpOAxtH2HN6Dr+J/97Nrib+Hb/99gUbp5g4UkhuWrRO/jbxVfxVwe8J6mraZWZ1iQRfPtgn3bCYgLfwfcc/uzkgzFGZD02WiSu4maXb7r2ptfc3q1dt3pd4VKQeRzjJixntiB0Y9UVHWuMtmhYx9g6pFJLRmPD1tHYKsqats2+wOURpyP7zsLUQE1Bt0/BEXTn2ivFaaM2ja0EYE3/yTlTjZHUlKCw753R+1xkSpQ9jQDm9NGzhkWHz0MIwehghZ45nXiBBaw0EcMbS8E2tHkUrZUtGr6LctyxR/PEE49zzqvOTh56u4BpoetoxT3s2nnooQdZcfyKJnDMySefxGtf91pOPPkkXNflmKOP4W1veyv/8NGPcPyKFZx33nnc94f7ueiiixgaGuIHd9/NRz7yUR552BaZfu6551i/fj2nvfglqecagP/3F2+kv78fMBx91NF88YtfAGhTKuzz/PHRR9i0cTNvfvPlKKXQRnPhhRdy7jnnAPCtb36DK668ipHhYWIV8773vi+ruzmVHHHEEVx40YUsP+poXNfh5ps/h+M4GAM33jixpFk7EULwNwdckW3OUqMSbKWT2MS4wkXL5YTuW/Hjr6KMw4Oj72ZcTwQmtYo2ECqrJN521HIe27YNX0ouW7q0YcG3s33VI2u57hsZ+DwAACAASURBVNJ/ptRd4KPfez/dsyxIaukJS/jHH1zJyOAYx/7ZJBsTIdA1TZBzcBLKN4lIQGZ1xKnEwWDT4A477FA832N8rMzI2CjFQgE/yBNpQznSlKMYIyTjlSqu1qDdJIRkLbBaUh4stfxSi9ARDjPcnqYxVsqw/qnNlLpLuJ4t8zevu4P/+MSFIATjA6Ns2zBMrsN6esYGx+me00mu6E3wzjRamW3pBNGWe97UnwMPLxvvZDuU7cf/7o738Kvb7mPFK44kyPnEVYuCHR6H2JdWSW4LLVn6fij7rrxXrO3A9PgEruCY2Tm6p8jBnEqMscTERuikYnd9R9PuWGUE7l62rY0xRKMKr+hMqDW5v4kxhnhM4ZYmlvea7vehnVKqL4mTSx1Luaty0+c+z1PPrOI//v3fmqppNELl93Q884orrmTBwgVcc/XVu/T9RtdxKyK1ya2c5k4kwI39UZQySLnjTclTTz/Nwvkzs78bZ4c2iqzeaQO8YCzS3D8QNnPJxglYsMUrJYAje3zmF5sX2+b5aRXmLe/+D375jfvwAo83f+J1nPmXL85aGRuvMF4u09Pdhe95lKsh9/zmWebP6eLE5QvQxlAdqWEw5DptuS4hLCG6FDKrgiIyRGuCjE1AWZGOGI0cnh+BmjaESQFk21mgpjCjEU/5v2ST/xQndh3NBX1n1xl3WsJUKcYjzU2vliO2rtlGbbyGUhov8KiWq3TP7qRvYS8bn9mKdAVaGQodeQbWb2PhsvmUeoOsTYW24KXkfBPwIIklGlViVKiRrmhAQAtUVSFy9XxoLUzCUWy448af8N2bf8qprz6Od930eoxvWDemWdkfoqWAkQgKriUU2Edy0ZGL207mfafGbXl0qCpqeYd1IxGdfUEbHNWORaOp6AqeaxcV17QvQgp2/XFFOwjt/ijpU7Rn+/rC8cVORwnu/p7s7LNeyc2fv4AwDPHceuxvbwF/wjDk29/5Dj/76U92uQ0bm5t8jqafmZTlptHk3M9EWpSN7auY3rxKHZfpkXWeUbKfAkNNm4lMP5OwSEph0zpa3Yetng2AF5+/gt/e/iCu77D8xYc0tbNy9Rq01mzYsBHpOPzX3at4bOUQAO+49Chm9gX05vP0D/SzePFC5s+fQ0JOlyTfw1hk2FyJqCmLinUTprZO31KePj+iGWuMGpnEFTkSgRDIDo/zZp7Loo7zrWcyyYGsj13rWNatT8/3mL1kJrVKiDEGz3WJlSIoeHiew+yD+6iN13A8l1w+oNhTIMh5yYib7Klp53lqHVejDSoXoyRJ4epkAxFAaEJ8fFvH1mjr9jWC733hXsJqxK++/Xve8qmTCPyFzC741HpcNgzFxIGT5ObvO4U5mew7hSkSNNJQBAWHSqjTgiUTpLkocjJvTH2Xo411vZVjh5IjMtg2tLMyd3/Radz8/6lKSl4P7LbO2tdkB0uXHsqSJUu48847uejCi3b8hd2U7373uxx++OF7lRYvE2kBEGm4aH+ccxbwKWy9TJVYUu36aUBX9YTPTHq4aIyL2cU/rhl0qJvnqCHVT00iRZLuMQ057hVH8tVnPonru205cwuFAuvWrSesbmbb4ADGFAG4/9FHOOW4wxke6MdzHVscHLLC18rAurGYdeMtFVaATcKy7cRGUFOWtz02YGoKRmPbSMklV3KZW3BZWPKsJ8ww5TPauMYJBNIF6Tq4OZ+0Skq6HiqjCPIOXj6X8PVCIfDsepq0ABbVGhOjjGVdSqkDG8Vou/Y6XlIEI9kspe5iFzezekWS5CURnHHZSfz41l+z5IgqD9/1Qc54bcRGdTPbqrOJhYBQ7ZfKEvY1SjbVfAZyXnuULNDkuzHZ//WDa8bC+/PkcSc8qX8q1mQ72VG/d80CFUIgjdypJOX9XS677FI+85nPcsH5F+D5e6+EWRzHfPazN/DBD/71XjtHowjAOAKhzX5tZUKD0tNMHoZIFNpj2wb4zcYNnLloMUs6OxFSYRJXrFESTIhnfsF87zvMn7UVjcuW2nE8O3YBI9GStlM+kJbJZso+NoxfoTOtxJJQZgqIq4pVv1pHrsfnxa8+gQ79V8QKvnzX8QjgZcf+FtFzOLnuw+lyIUjmmhAQK8Gq0Yj146otVV+sDSOhXe+Ija3kUVMQGUsv1OvSGTgs6/ZsAW3btSaXaGOYQRnLHtRYnUmj7bOdoltN/TuNFUqUUaTVOUUSf2wlWXdwEhezSu6uwhgnCQ/YFBwkSQnGOsNR6h5uBAz9cM0aRsOICw45mLd+6mKOP+nbfPp9fdzy17PZPrCZ0y+/kcdr19mxURqC/bMM4b5VmEmFEoRI6qa1F9HwX+YmEDRZnq5wySd1/JonGBMC2burJPbjNWvaksY96u6c6X93fywB9rKXvYy77rqLG2+6iQ984Nq9dp7P3nAD3T09nH/+C8fWJACTWJr7u9h4bDo/6u+naRaOLxkLQ972859RU4pvPvM0v770YkujJgxKCRzxPIXoCoSoIkQla2NR/l4W5H/NusoZPDj0PmgJ4HQHEm8Kw2RibmF93scGHGH4tw/fzs+//jsQcPChBzBn+UYue3k/i+cMIaVhxWGDPFyGUUp0lzx68w4GTWQ0a8Y0a8dU3RhMG9dYF2OYVA9RBiTESiE7PGS3jxsZZpdcDuzwKLrpOtdi0aWxUEgSdBRaa8sa1eCuDU2IIEnzIGXyqedDAjtIvQOhV+Lp/8bRDyPNswhGs15AB0ocQqSPRrgvoqwX4kvfEiRg45TSLsQIIfjusyv51B/+gMbwzNAQf3fKyag4BGw+drUsCeSQHadY25tRTjhifbm/VLAH9rnCJMm50YzHgkibhMOxVervaWMX+pgID8/WVDOKQAYNhwmazNL0/SnXm+lYa3snprjrsuv9mCrHai+edq9JLvD51Keu51WvehVnn30Wy5cv3+Pn+OMf/8iNN97E73/3vy/4ZiGdzbtrZL4g5dtksgGW9bDJ4OAQflJtRRmDTpLrQ60tEw5QHo947KHfcmDxJhYdPDyBzEIKjaTGwtwvcHskjw6+BRPkqQkXX8K8gmvzD7Ow79Qbu7r+NAmZuqAyWkPFCtdzqZZDtDwURw9x6vK1yZE5Du45CCEDHGHLgW0sx/RXdVK309RdxuW4XknDEQlJrSVGX3vfM/zkin/HL+V4+/euZumcbvq6vKwmbuN9SonKHcv1g8HmnTtIHFlnR0u/Y1mu7M4hjUY2l0Ika6fpXEbj6J/jxV9DmnWAQtCOJm4U1zyIwyNg/ot8PJ/QfT1KvpwbHniIH6xezRuWLeOtR9lncEt5nFhrYmNYPTBALYo56bzjuHzwj5RHDOe/bYQhLqPkaEzgoFFExhCXFYxhEbO7wae7J2XfKkwhLOFhTVORgrFQ4+fElIuRbEDAaiwU3Rc+gQgy33lyAPVpMZlbdn9TgC+MGGMyN86uSAOEgv1l7Pp6uwC49uprOPtV5/Bv//ZVFixYsMfaX79+PX/5l2/i2muvoVKt8lSSd/iCyh6Zri33bCduoTGG7SNVYqXpKuXw/anMuQbwjQDfc7N71BUEfPq00/jB6tVccthSHOmAMaxfs4XPv+F7hJVFvPbt/bzprze3bdqVIXODn/LwtuOpOgvx5x3IgqJjydenivW1uBzr79U312/+5IV0zepg7pKZLD/tUGp8kKD2VzjmCRAFqu4/4Dk9GGBzRfH8WFwvJp1cN5UkJhk4ljzdldY4EMJamQJW/vAhdKTQ1QieWkvv4hlIQVbPt3Ej2xg/TAnQHWTm9mxFgjvU8zGNST5rw9TThLI1G8hFH0Ga5xFUmI4IoQCFy2qc+DNsqXyXbzz9EmJt+MLDD/PGw5fhOpI3LFvGU0PbeW7zZl7ueDz2xFOo6ByWndlFR2Ejjzy3CO0fSXX7M4TKUIsieuYdgOnosvUvt0e2Gom/79eafZ/sknNgNCIuuqzuD3G7JXnXyZSfyAIbzV9TxhCZhL8Ql0jEzTvnxjVBNFhSjWPeaHm2bt2nWkhaAAiNaLJGJaQjTVyZoh0SF5ZpdRfVUwjSCZ8ZzYCtfCAbjkmvwX7a2FTWn4brscnazd2ayiXeptf2PKhk3Ny9b7XsQFzXYfbMHi5/w5/jOIa3XP4Wvv2tr+0wyX868vjjT3D5my/n2quv4K1vedMe6G2rTKUJ658ZbYjGYtyCg5wyL6pdewYcW3jdaImDy0h/hTjSSEfgek4GKYijmO5ZpQkW3u8fWccnv/RbqrWYQxbP4OYPnzN5D4yx9RClwAmaeUoBzli0kDMW1QkKjIbKtjGimiKsSR74VcekChNACMPBs/6bZ8pvIecI5hfdCew2U5UJbNtnoNRd4I0fuSDLITSmiw21W1i/cYzZB3QgIxgej8g7gtWjMZX0uTHGxiJHIttQd/sqI46wRZzPe8dL+er9q+iZ3cWxL1uGVpqoYh/i1KudpqdY4EwzyqmsKzjCJZB+/XZP9ghnMS3T5IdOKfR88SOKzueACNEOTTUNEVTp8Z9mRnAsI2GROYVOdFkRCkVOCD590ov57X2/BwFPDQ7R5fvkq69i9ZZhpJDkHUXg2SonM+fMxUhDIe9QrmmqRRfGY/Be2EIZ7WTfK0yn7kIZqiqGdIQnfQLpo7GoqmyCN4xVrCMiExE4loS6rMvkZC7LHWoMlu8wPmcMccXgFqbjnpyoSVtzx1LxPXeH587S7Bq+3ay3RdODoENtkWsND2Pj8XX9KLLnI7nEhuNEhrpML8moXWA/MhMf5L0vOzaz3nr5m+ju7uLc11zI+97zTt77nnfiujs/1eM45uZbvsgtX/hnPvWJj3HxRa/bxT7vqrRMniQGGFc0bonMcpjyOy0iBagkH7BWCamO1lBaMzY0huu5+HkfKQVdfcUJ+aGHLu7D9xziWPPSkxazI/NUJPiE6YgQcMCxktwpecKHDZsPWMQfV42w/KAtbY93pGLuzHU8OzKTmYGksNu5zm125cBIpHlmOGJkxNC/tQaeRBkbXsv2mNpYi7KiLHl3wWmKuwkg7wp6fUmvdOnJOeTmLeHFT1wHJOERZbJ1IO2JbOW+To5GCAqmgEwRqdRDVe3qd5JdWUMyj7HlvQrmDnLciqDW9ns7I6NjHq8Zfw6vS/PGVy7HzbvZBkkKh6MPP5L/XPM0/7XyeYwx3LDwNI5etMBW0hGCsWqFYZNjoGaIjKEKdATS1qcsx/uFQ2vfK0xIKDo0riPozOctp6iwyrLV957egJyTI6CeaOtLDyHqHIp2bOuJtK3SxJuoDTIyOP4LxxS4q8AZoy1c2w0mc4dN32+XWcYa1ITk+R0BpdLFet/XIG+SpJsXX/Q6TjrpBN7z3iv57p138b73votXn3fOBJL2dhKGIXd9/25uvuWLdHd38cuf/5gDFi1qc2SzV2C3O72Dz4UQyEASh5ZCzpOtSMI0HKGTzUyLKAeEgzRQVjXCUsiM7l6MMcxc2JtYVYAxiQVbvz5jDN2dOf79+tdSqcb0dOV2eFU2ab65H1PN988+9DxPvegoOnsEZS246bYX8ZUP3jH5CYxmhitZmHN47tEN/NNVX2fxEQt46/WX4LSrE9jYDykmnboba5v5l43/SWRiXuRfgFNbAJ0uaiCETg+/6BClXqGattUtfAl9flKvMXGNCugJJPMKLt2+JOcITKgnbCIEYgKqWLSMVfo8xkbhCCerSZm6WmUDAGryCizNbulifC+B2jPKEuCTXzud+59cgOcpXr70bg4+tBPlvDr7vJQvcN/AAFWlkELwxNAQpy6an20QnEBQGZeMVSKMEQQCAk8gJHXQ2z4GAO17hSnqrxgYGDd093jQAk5Ib3hkYmIT4QrXJskKgTaayEQY0tgcDa7SPc2QsmfinhpNpCN86We5SrsrxhhCDeOxpuTJHeakNYIF/nRkB+PecCkHLFrEXXd+h+//4Id8+dZ/5a8/9GEuOP/VHHfssRx7zFEccMCijLj9+efX8tDDj/LgQw/x3TvvYtlhS7nm6is479xXNSxAjT785tjX1O/v2WsVMGEj2STtlGXaLwPraxu5ce2X0GjO7D2Ds2e8rF0jbZsOfJdckC4bk9+LuKpsTt6kc7BlQyYNriyiC8nfjmbh/KFJ29dGIsSBHFaylSf/4yPfZeVDa1n31GZefMEKDj/l4PZ9TNYRVdVIT9bDGaKeYvWtge+xLbbn/k31Ll5ZeC+hlhA4yJEIU4nrBOGxscWHc4L5wW/oclexoXYaOIeypMOlN3CaalFqmpVhSjYANK0DKcdtq/Jrt1aka6C92smVZVM7ZhOBumG3laUxcOetM9i8NsCbWcNxNBhB4FXIxbdQliswYn52/DuPPpqrf/UrSr7PyTPmE0ca15NUlWGwJpmddwgcqChDpycZqyUerD31SO2m7HuFKYWlwBgK0R0e/WMxi7s8PDlR0RkMoa5Z+jshspwjIFOgNoDdnuGlcZe1L1MijDHUdI1xVWaG7N1j7Y7Ghqe3R1S3D9LnKg5ZNA8QbNq0he7uLjpKBQa2DdLb243WGhVrhrYPM3tmn3XzGicb8xdyfBorI0Q6wpXuboGSklYBu5l/9Xnn8OrzzuHpp5/hx/f8lHt+8lM+ef1n2LRpM7VajSAImDt3DsceczTHHnM0d991B0uXHtrUWliJGRuq4AUeQcGjVo4AQ64UgLGlsoQQqEijlSEoWj5Nf5KiArsr0sg2+mp64/XY2JPZBvN/hu+fRGHWZaI3xLT5LP2bJD0A3Pxk99CAMEjHWIdicsjVJ55EUTzIvfkcIyM5bi8cyNvL9zG3MD6hBSF8vPwluI6LwXDUGUt54nercDzJgmVzcPNpaKZ1s2O9NDoyODmZaq+mtaY4XECGEo2m2ytw1AyfjWXF1opCzgxQFYWJDfhYDIYULA5+yNGlf8KhxqH5Oxl0vkreW5ApyjqhuZVGBdeKVjfGEJowY81pVHgZ6LFlXC1yNiYQfhPfbCOdXrYmGk0Q/T0Qtrk3OycP/qrEVz85lzgSnPaa1bzjtf0cMGeIQxduwyDJRX9P1f8yKafTi+bP478vu4xnh0M6pMCEhlE0q0djjIEuX1INDdtDzaZxRRwl2wkbn9vnsu8VJlikbM7SIVUcQVkZup10p16XdAKkirJmauRlHikkAQFZcm7iyp3If7gnNim7togbY5r4GSMTE8jJKfx28SRUlWZ0cIBSKWDDxi2see55lNLEcchLz3gJa557nq6uLlauWsPAwDbGy2UOXLyY59c8z5KDF3PwksV7rj/T7TaG0XiUmgkJdUhOBvR6vXscSLR06aETFOF0pVaJ2LZhEMd1rKvRt/Fpx7UAnKga2aRw16FWrllFCiw4bDa7NuvaezKEAOmNY8orEcWDQXTvdMvLi8v46eCv0BhO7lyx4y+kPcosnrp1lIqOkzicAq0MTiAnIS9IlaVuwKIIlJKUPMkHTjqbn67/JaO45EXEpnJpgsI0eGhxCMaxgC4BXPC+V3D8mcvpmtVBZ09xgoJqEmFdstJNryN5O1Fur599Ad/p/z6hjnjtrHPp8xy6fAdPhtQUjDqC8dh+yRV2kT+wcD+uqCXNSzrk0yixsNm6E42/ijoHbBtlGeoIz6m73Mf1eBavbF0VZcM7ISG+8DO0bealRxCbGE94OPrXSPMcuwrwaZRil8IYgeOCkxdc9NLHGnqmkWYtjrqX2Hl5/RoxOFIQARvLMdsqgpHIesUeHwgZLlsSC7TJvIWJW2W3+7u7sn8oTGOseyPvWG7ClAmrBf5tjCEnc1R11frxk+TbdFLaAqZVfOmTF3liE1votamTuu/LIa/qKmCvIZABod4zsYNUCq6ky3fIzZ7D2pVPs3nLVmqVCqXOLvK5ACEkURyzdt0GNm/eQrlcQWvN8PAwsVLkcvkdn2QPSMZIkpRtS3fZsYnJyVxm/eye7Myd3rGb3fM9Zh0wk6gaWcUhJUZrch054lpM6Dk4ngU55DtyxFFMviPHntiiNfZT6E10issxrkaEUPG/jJHt4quTy4LcPD625K+p6Cp9XjsPx/TCDqnVEpeV1YOOQLgCL7Hcmq2gRIFJgxAGrSQYgXSVVQPGnk/LpXz05DV8+oFnOWnWRo6dsaXlnAFGzKfqf6r+XtLdBUvn1M+TKJfGXEtoZ5nR9L4Q0OkXeMuii9FaoJUFyDkC5hacRPEYtlQ0jjB0+5KewCWnzsCo+4EYgUE7RzadJ0PdUke9pww7qeJMO+MK1xI50BCK0jEVXUGZOjivlRJPIPClR6/Xm9FeTmAJMgYv/k+mmzqyIzns2Ap/8YkR/uUbx/CTai/HPfArXrZidUO/Knjx16nolxEbQxxrtoeazaMxYWi9McKTFHKS2XnBeAijFVCNLtgUZfV/Pg8zFYNlwuhwcQyWvKDNOpNSurkioaNqmDAVXcFgyDt5lFHEJkYZhZcc+8ITjk88T0HmqaZK0hjkVHGoXRBHwIKiw8qyR9eSw/AdCzgwrkePp5HCcOThhxHHip7uI/E8D8/z0FozPlymo6e4R/vTTtId9FC0naJToOSWbDqu8HBFhEZlZdp280zJz4luxPrfrfdo8nuXK7nkSvW5JJq2vgZMQgvWEJva+anW2Gb7z139M2AcKWzRJFf9kEi+Y2dPRNEpUHQKTe+1cjbXf6+7BZvCGoikCDxtKt2kwcG0jaT6pRaZe85g0HGra1lw0sKzuX3+YXjxf4H2k+MVhplE7uuJnVeBCJr7jk1BE40xvobrWVV9jju23k2f18vrZ782KW7cOiqmzZ+2c1IIun3r/sVAj28T7NPtnvLOpCZ7UfGzPDZyJAeIHkr+5O3Z34St2ppYfk1kBcbma5pI4Eibc2lnhmxtEInE0R7KierXn5jvdkwEtuaoQejnkOa51gvfJdkyWOTKW85hcLhAvNBFa/jjqjlNCtN2cx2rNj/OmD6QqoaqMihXkO5EjDbommZdTRMZg9bgOdDT4aKUYdu4Skh3zT5XmvuHwmyQgi8nYfupiy9SV4WdQhpNVVczBJkxhlEzRq/XY3daosWH/4JI8+KbLjCB9C3ZgvQtxncnJ8BUsW8hBD2+pK+zyLMjESGw2UgIDU5UxRWSfL6A68imeWe0wS06eFMlou8hqd+rmOF4BEc4BNIncALKukJFVzOXksMu9Gc6wykMiDZpNEYmMa/JFGnjpqv5PURdDdhjdqLPiWzt30ZHR5FypUYu54MxeK5HHMcgQGtDOOYxv9NHiCoYHyN2XCdyOtLWdSj0JONB07HGYAsGNxb8FdaSxAiENGjdSCqQensaA5+NJwYjF1PzP0TINQgzSlxzQXTguJMXmp/wXkPM9daNX2dMjbOxtpk5/ixekTut5Zh6v40RaG1/Wr3TqOTq3XQa0z4MxPIE3vyLQZ7Y9jgF7xnueM25dPt1NHG2yUiOB6vsfOFnI6KTWr6ucJE4bFi9FYPB7XRwHI84ipGOg461teYDDxMbasM1CjPzqJphmxnBaEMQ5JDCoqo7+4r4jo9U/83upoLd98QCbv72qZQKNTZs7cQg6C5Vmd07xiUve7TNN2Jy+d/z/PCBlsNBWLpYtic5qz0eZYWNUVqOQmJgONRZBZz9RfYfhSkAbd2KrfqyLUy6YcGq6ZCiU8z89CPxaB1FmHxVTqVpphBjLK5t+opt6hOl1q8v/F2ydnd0CUKIbMOhgdFIw7bNPBNWWDyrl8GtW/E8l/nz5+E4khk9XfWGNRixd6FoEklRlIhETFVXGQyHkEgKTgEfn4quEImIUIXkpF1sYhO3jUm3FZMs/rqNZSkMQmjamBbJ5wmyoClJ9YWTgW3bcF2HDes3sX14O77vE8cx8+bNZWBgG3EcE8UHEC14EbO6H8cNTkM55+72eVMXeUqanVqHJlV4DcfWNwsmwwS4BYmq6QmpKLZtgVGZBm78pOG99mMthAE8DDNICym3P65B0U7iScquQiS5ipPdXiMypdnkQWjaDpEp0sbzhUrx4NZ+wFqkzwxu58Q5c5os9FYPgqX5VDZEl5Cdp4fFoULFGj/vMbR2O0EhQOvE/Z2EBBBV63lDsG3lEEIKVKTw8z5lUUk2M5p8p4+Xl/j6YWz0cHpiDHxj9TLWjHSxcrSHschH/aLEwFARz1W4riWAf++F/8MrTljVtg1HKGYHf+QZeWk9fW08tvmqrrSKU9YtTmKDcQQ1L3kWa9oyJu0Hsn8oTIF9GJShHCoirZAC3MQNgZn4AFR1lUAGSCRuQzxTCkmvZyuQu8JNvguYXVkADegKBolwporvte6QJ30a8YSXpcPskkxDn3X6FkBRju1OUkUhQZBj83iNDdu3s3T2LB548CGOXn4E0GXjKQ7ElQarq1Xvt64fiejYIJzk/kzm/WxsI/m8ZEq42mVUjRKZmFExRl7mcI2HMnahGDPjKKMSVhOHDqdkXext1zKTta0qbXbQAqssG+9VYhVai0LjlWzOV/u0jMYLaJTpxfvaS/MASylZt34j2hh6e3vxfY9fj/4PD0SPcIhzEH1iBkEQMM5beWz9GMsOPBR3D6UkNbvARR3tmr7TgLYkc6qm7r70UtI4peVUNTqNw9Wvtx67bhiDpjklsh/pvZmutEufSBt7x/z/x3f7f8RMbwYv7T0VypMdapAycYfqqUhPJvbLdxxefsAifrl2HX35PEf2zZj0OW9Uog71Sh92PhsEEsdzmHfobKSEXI8Pbp1XFm3QoaEyXKM0q2A9EEYRViMCPyAX5GzVEmVQscLJCWqmRtE8M9kFtZWfbDiQ6x4+hZpKY6KCg0plcuMRvqf4/JXfw/c08/pGp2yn01lpr3c8toxIYNNxJBAENk4pqBPZRAkJuxDQ4dWpBfex7B8KUyX+aSnwfMmYGicyVYpOkYKTb7Is0onmNyBMPVHffTg4bXLU6nElGuJMbQ5pEmM0wlRB5NrmRO1YGhfTxEU1xY46hYNPmZfZAoFvJyVXcGiXx0BV0V9VVUdUGgAAIABJREFU6L45jG9azxd+9zjbchEHjg/ztu4Z9PXNSJoUeMVdmwpxOUb6cgdUbRPFw8UzLrWwhkrilgUnT0kUGYlHqVLBYIFc6SLt+g6eTO9tO2uFNp81HCNkk5JE6CS2ZpmeJrcr98aDapJzi0zZHLRkMbVaSBDY3NyHxh7lcf0UkYl5vrSe6xb/Da50EQm5uanuGax9u3ltn7P0j9aui3opLmNQVYX003QHO746VXRJG7GOue8Hj1LoynHM6Yc3NJpaqqZ5U2vqsc49cT0H5BZyxcK3YjcDhtioSZ9nY4Q9vxFJ2GziTjC5cxPa+MxppzFYrdAZBLiyXoeymaLSNCn3RqYwZRTGGBxh2XFEwp/qdEFZlW1Jr2Q9yRfz9HSVwFPWc6VjRE7jOFbpe8LBES4C3+I5jIdkasXWKluiHHFN2nFzwZOaw16yibfPe5T5M0foKk0PuOjJUUvwkHeg07UgntTaFDQTEggSovqd6uoLIvteYRpjS7nkHBwBXXlFWZVBKEbVKL708JPcolQUdlIZYeOSjYhLaHDXNkx2W+B0J6wBY8CEaOEh5I5YTab3YE+1WzbGUNVVmyIjdm+mCCHoCyS9viTUhq3K544fr0b+Yg0zqxEr/2IhB7/oRVn1iH0pKXLPkZK8zGOEocvtZDAasosHJolz2jH5wx83MDxa5YwTl+C67cZz8jHOgCdG2M2L0A1zggS1ON1FunkzNPHvqfplP2+dD54r8dy6J6NiqllLsYmRjqhXszAJknAvSltFmq7siRiVVNLw036JROGQWPVWQf1/7L15tGfXVd/52eece+9velONUlVJJVmShbEsT4AdbAOGBjwANqPpGDehbQy0m7khDiEhEBaQhg7BIU2HYcHCWTHGLIeYJASDmUwMxkNkCyxbli2pJFVJqvENv+EO5+z+49z7G977vamqZJVBW0v13rvDuefc4eyz9/7u737XL76H3/nZP0BVefNbv53nfOlEacaUxMsfzN4AfdPWomzjcZLapT+7Tzerbo2hiwg0MmPigCbt7UCDNp+zApt+M3QcI57sjM5VrRclk3msChU+xKJeCiTGIQZKyQk+euWCKompPTTqceLqSjD1f2KAiRfp0fM9/sO7n8MdT3uUl73gvrl37e5PH+LIXwqYQPLK89x26BI/9az30k3mVTHZXowEOJCAvTaqjlyuPPkzZqkw8rCScqAtdNMRFR4T+fhjComdVPxuUGXxrwl0GiYfTiC6hCISTseQbgjjc7aToNAvhV5Sxy7NQv18L+chyza/b5VRGNax2N5lXGfOlUUwKCd7jqMty2/cc5rkY49AUG798zYnvmslFpG9YqSuXPYHEDSWZosLnkk/EklITcJwit82aODP7vok/+5X7gLg06cu8sZv/rx9XU+DARMwJkzFapsEhHpi3JMLcCe/+OXGgLde9wWLz+XujY/xcH6GVx78X0inqfBqGt9QhiagNnkMm5vazlWu055UnX/M9OH1usDU1JWhjNalzezktOmQ8VRHLj22TlV6rDNcOrtWb214b+Z18nIn1b14G3Zqfqe4wmQxJBpxu+BnwT9bzphcSFXRUjH14uJSucb9w1Pc3D7JsltkuuLIuAszf0bFndoUg1CEMlIkSoKTqGCtWKarl0zqNWntzrVQl+z68V//Uj72wBH+4P1P5/YbznPzsa3MSufvWYEQgVsrRclrbrtn38oSIjMT2wC2PpvkyVWYqrBRQc9hBa7rQscmbPgcEWjZDCduZmJvAuN5yCl1SMd0ZiqOA1tfPGrrQezcVd90d9YLM1aWSPYZYbxRjSwdqUlxVyXVZLLiXkoMSwn8b9/0efzyn3wMkxi+8YXPmkXsXUbb8TbK5c9rxHhzYhx5KMbPV1QotaQKk4K3qspIR1y4FEEMVeU5e3E6CLVbJ+rJTxQRP+dwGVsHs+3t0dW7rVW5Q29MhQTLrEt1VlmkJuX/OPFt8xsxIE4oN6oJxRvAeIG4s8y5BWOLcBw1mNeIKlUBtm3wQx/TSZpC8DvIN/3wy6kKz+KBLi/5+s+vx1BbWNvGjPcmO32jTeHqGdab7QOT27YdmlhgYqNnS+uC13MAafNKaQFopfjco6lhrVrnpx78hfGC/kdu/D6Wk0UgfhfTaTxNutwkgtx4SgKZSTFYvFZkJiMQCBqZgyx2rCgVrT02SwjnAVjoFCQ2egiydL4S/P5X/BU//NDLMB3P657/Ub6kt30FmZ2k0MXLOu9akyffwvQBEkcm4JKSQiOCK/KilhhjxmjJaWno8SZSx0IU8lBgREhlQrQ9r+LJPGm7gBm7kiD3QlBo2cvJq9ubeDxlqMhcNhdRtzW/be8dac79yq9/PsePLrB2boPPe/mdFMOSrLM7Efk8adCT8Y86/nwZmtOIoWXalKEClA2/QaElibgJ6URd709VefELTvD4IwUXV3Pe+JrnM+sO3cP1a9CPNgE4gDBBJcbA3F7GMU+h7sUVO3WkTrcx/5o7uRpFBJsZQqW4TlRan4lc4xizDJQbHnGCqRm5ggY8flzkeHNfF5Z7fMfPffNsY6HxEDFW9GM37SbSkm160xwxZ99OluJeZNoyhPMPr+IrT1VG1Gqr20JDIO0k0GPumLe0aGQcq3tg+BCqSq4FGSn3jx7kecmd9fUmHo+IXo7+NWccvvbKNLFOlRjKSUz8ZiYKVfG1+7VJzzJi8OZ2THgfAD/2be/hjz54K7edOLctaOdZT3uc3/9Xv3mZ93Ail8pbdz/os0CefIVZs9CXCKoOpaTnehShoNK46pkuktrIPIXZSKEFPlRUJp7fMq09uR5FYHMq4shLneZyuR/eVtk8GRgMLZtha7CP1srDUtC2SwhTrrgaNLCzzJ9A7njx7Tx+6jyvf8aPkA8K3vzWN/K8L3/mZQzgKk3ICk7seKIchgF5KMZuJFGDnVIEaeJ407e8cNsSRttLrcxk6i1qPJBqajAWmx7xZmW45YBtrjN93Hb9FGSuG2/O8ePOzt9nbCz5ZuqqIJ4wrmTxRIiIYFtRURsrdTx4EhaZtdS3k033dmaBWG/bl9E+1xQe9/dKJXilLCpc4ig3coIPDFaH2MTSKVu0egt7b0zjG3hz+8YxpacI3Nw6OUsQgY5LFhqEPERwnMFExpxQRaXoY0iDAIlJ6lBVfBcaRdm0KwhenoPjAwgl3XbJq15yzxXfn93Eq+NsdecTfp3PhDy5CjP6XWHk8W1Hf2g5vNCOUHlREnG0TGuTspz9OGaKN9dxnESSiK4MOS2TsR/XYxmU3CtWDEGFxSSMuzp7/dnYRDxm79eptMJJpFJr4njTLB55KLCMSMRhpYWZdg9fwRxw93vvpRyVVEXFn73jry9DYV5d+odKY1HjgGfFrXChvEihkRTaSgQqNPm1Vsycq09bmdPbNh9WAzdmtOWsYtn+8e13sbRXK3XndmcJEubvty1L2a/ACCaRST3YK5CJ8pv8u+kACIrNJmT9DcZgt5a3bBl/O4oYj9bkEY27PzowtkMwT88JO3sZphX63h7n5KBE/pYbjv0HwFMe/SbK8LyYdzkqas5g2ROKXoMiJo5tyS3yT2/6Pj49eJCntU+ynCzFa9aPvMFgTJN3CKZGvUbvS0OT14SgEklIJcHKbKZA/L4iKMmbF4P/1b3cgKsmiuFM8YWf0Ws+UfLkW5htCwNPSAL3XwQVx3ULMbWieeizCjP+VmqJwyGiBIkxx1i5RGiZbMzbavf0IUdRhUf6nseGFc85mJHZrZNoRNuG2kKQOv5YYsTg5tzORiGKzNb2LLUcxz5GYcTIQy8145VgIo5RUKqwjkpBag9xRZqy7v3nfeUz+d23HGD9wgavfOOX7O/sJ8TlF5PlRz6mES26RdaqtWhtq+G+v70fRDh201EKU1G1A0VRkKYp1hh8CJRlSZom+CqQZdskOKugwdJMSoKOJ2et94//39OMevnx3/2du/OxYgTXtlRDj0k2e10uU/bg4dYxwrhWq/uOiU8pO1EwfhJjpim7Fb/nOmC3S6c2B153G8B2G2afv4SP0Sq/F7ExfSLjw4xaP0Own0/aiaGiMTfyHMTsuHVVQlmXFKu3LbtFnrc43/IyxFBUYx32bI9Sy7qCyhJBA33fj6QHKiy6hUl6nUyqoUC9sEIAg9ob8NVtOP3bne/PVZS16ibW/f74jq9VefIVpgDLCVwsqLqO+1crEmtpZzlt2yI1UeE1CbsGQ6klF8qLrCTLpJIQpELUEfAYHIFApSVVHQjfjywkwpkh5DU2ZNpFO6qii3YpmxAjR1dJoC3zU0+UyJ2aSTZWOE0MoplgPAEnFo+nCEWkxZKYSu4VKpRkkwV6ubJ0aIG3vP+fAVfbVrw86dkulVZjSzMzKcvJEhu+T1FVFEXF8vIi93zoXgaDIa4w/OHvfYyDzzjEV33F81i9tEpe5HS7XW44cZybTp7YZlSNMgR0E7W7RpLtMAQx+6AN25fb8AmQqeurj8QT25fU2kezu50vgGmIxHdSZM2+uL8sKtKs4XCdxOcVand5tDRRD1galqFpe3e7DplwL1n5Y4g+RpCT5Mm/RM2JqSOmztctv0z9NXu1pHon0zUjhZykehu5/XxiPDxunyZ+mPtdKWgAcXHM8+/xtHt6amtNqTQmZyEaEz3bo+/7JDaZyUVHJ/0JxEoW07ndpf0WbPXjCKM5fbi6UmqLTwy/efcDP0vkGlCYEnuxksKFAm8SPn2x4sQBD9kwosDEMAwjilCw6BYoQkFiktpiU4w6TG3xAaDgNaLFtlMyDXouHh5dOiKwnBmua1suFoHDmZ1RmM5Aq55410vB2ZhU3zHtrW03w0PiSrG+WN/3qdSTmmRsvSbiGDKkUjd2swzDkExgpJCJ50r5H7feAPZtJF1tMEkzESy5xbELKtciVp3xI0CoypJLl1bpLfYYXjjHr7/xT1Hg1B8+RP9pj/DVt34Z2TCl1+tx5PDBPQ5p81Hx2YuVbUpSjQ+bf/pO+5v7vPl+b54Xt9u32znNhO0sPg+U6xXGSXSX7sLJfHlkHPGTNcagFbALY5kvlfXzfX71n7yd9/3nD/GCVz6bH/qNN9Sxz0jjZpJIMD7R/oKGSdGq5j3Z3NPRRolNHM6t0yq/B3Qj9k3vo1V8N/3kHYhJ4rlmcvM2O/BnRDeHX7ZRbNO/6uy3Me+ehlLj+7XdZadil/Os05hO58c82p7oterYLonM8WzV7RjMOF993Bf7YoK/HaMfeUKXzEENq9XTOF286Am8ymdWnnyFCdSBx2hpXirJl1POrWe0kxFBY85cy2SkkiA172ib9ji/crwOlbjis8ay4HqsVets+A0ScbX7VibuEwyVFBgJlFQELAkJVoQbu45KldRMPpgqwANrljIIJ3qePASCFPTqRHNf52OJ1GkR6knGlmJ01TSJ+CJSrxZj+zF3qlk5umi1qkdkUjc1aKQLvLI3fCoq9eQbl0CcXJoi4CJCSkJJEV3yzvH0O28haCDNEj71nj+aTGGjkvO9irsOfpD//cC3kbVSrLkcsEujcRSxmxmLdtBQ80ezffsz8bbNx16Oq3bO1V1kAPIjjy+itQkTo2VvynEvfRGMs2ipqNsp9ivkg5yNSwP+8vc+DMD7/+tHuP8jp+vSZ4KGQHe5w/J1PdAwUWa7LuiE9YsDhusjOtldtK8P2HGhDiWEdR69939islso85Jjtx3BNBSO2zzCme9CPBhPlb4aN/rTsTWmZJTuteMzdvuWxrnhZcC2LFoFCLF26LQUGsFuTmJFlM3l7cL4IU7R40lcZEYjcnZlNs0wdOHCKufOn2dxcYlup02WZZxb/15u7L6BiBx/YiSQ8tfrP8I1M9lcBbk2FGYjqYkxzdzTN4ZRBRu2z7JZqumibO3gqeMl0YdT/6zi/zjQmFLixFKEgtVqjZVkeTwxV1rF0jx1cL3SisfKc/z3h/+UI+lBXn3o5WR2dulsBY51PYqQWaVFhZJiMHg8fd+nZ3sYNZRajbdPu2qauEQgxDioUUKIirRt2wQCpRZkJmUURrWChUo9QYf4IMQl/eW9gBqIvKk+YJPI5xm8ogHsNcBt3CwmYk3M+h6mVb3I8WS3LEP2KJpH9PPoN86x9tMtut3WuIXd780chVCnyWz1hs1TkJsV36a2tlU4s+7J+W1emUgMU6EaMHOSxDdblPuxLmfj1xqLZucVplIk2a4doSwiEfgXf+ML+bN3/BX/4GueR2+li688LrWgkVxk+uZv261pr6pCqAKtToawhDBbfUbEk/UOsbFakGQOs6n6wtZLTO1v4rMqBPN0hulbSKvfBjyl+waCefaO92qeqEJ0iAk+DwS/qb+1xZ3nJS6bPDuvkWzdmLjwLsu4GBIrmEwwxk9oCKfe/3HtTRFOP/IYD59+BGstzjkOHTjIYDhEbnwtN6y89QlJl6s040Pr388wHLn6jT+JIjsl8b7jbx74zEdoygDrFdJz3HhgwGKr4lB6MKaRMLEop0EGioc6KI/PaEoSDcKQtWoNRVl2i7RtJ7ZRW5kYj6ilXw742VP/Lxf8JRJxvOrQy/mSlc2orjGfEDCBaUME8Bga8veJO2SGcWPqrfTqI2hJLIKJ9FViqNSz4TdYsD1Wq4ukFGwEyAS6xmBMB1MuYIzBpvuPZ/YvjagKZfXcGi6xGGPwlacsSo7ddpS0tX8L7XK5ZDfL2EWuoASqmv5ww29ERhOtGG6c5d/8wnt59Ffvi0FmA//8ru/iOSfu2LX9qSvVP2cVXznwmMRgk93GsZMvdV77223bS1u7yDQ/KTFXtRp5xAZs6qbccFMozibXsaHt2UY2A7xUY/r75H2G4OPzd2277fPXKcTr2K+qjBGjTfkmqfdbFzBGqQIEb8Z0hdUgum5N0iw6BF8FjIkVLbLyh3F8GBgBLUp5BXnyAzXtnmKnaBRDFfCjEEkXJjdzYpWhYEoi+KhG7Y5zj81syGU3ZGydt4qC68z/vmYqnqyXJL0JeKsqPOWgwtWECb4M2FYkVRdv6hzcqcamwkwaclQf4dP3b6C6gBhLVSnnzp/FGkNZlRxb/D2efdt7MVexSlGlGR/deCP351991dr8TMs33nHT3Ad7bVmYUC8dFWNizNDjWa82WE6WaNgqUknnGBMy9TP+npmUlmmRmYzMpPVkrOPcR1SogseZrebVmFJvyhUSSwwp6KQMT1OoOkigDNWYLF6IrtmGpSghqZWkowglq9UqqUno2A6ZZAzDiA2/gVfPmq4DAYNgRYCAR1n3Ob3QIrOXxzXrq8BgbYi1cezD/igSQ3Rb+2I/ecKk7oIn4IOn0IJRyMd9a/cO8xP/7GW8O/09fufnP82zv+h27jz2ufuMxW0+bj9uSqYMkT2YQfu6Rn2l8eS5+3kPPPgwGgKH6qoYzjmG/SFpK4HSY6wFVXwIZGlKXhR8/BOf5OCBA2TtFom1HFhZJmgg2ZW2LBYhHtcpVUEMEaE78LgOMUa36TnEHNcp5dx8Tia+1/Ezmo0JBgUfdEu6seqsDRWVYFwo5OlPEfQPkfAIwdyKN19cp6qMHadzZeL+1cljrhG7BGHMQlQ/84Z5p7kPWxcWs532Qw8m5q7uR4JXQu4JXsl6EQEefEATjVShqdQx65JkIYn3cWoNKHqeTvGdGFZ5zolA3/wguXwFq7mydPQoS85QVSVnV2/hfHgRB82/BsrI+XqZ4tWiJHxo/ft5uHjpZbdzLcs1qDABEZwRWs4iYiKDRe2SnU5an0yUBkIytiwbMRgW3cLYLVpOIWcjGUJUoBbhHx34Zn6//x4OuhU+f/HZ4/anxQfLFFkHwLhA9dnyHAt2kcILmYVCS4Z+SM/1METQ0qXyEgeSlbp6uhK0xNV9a1ywB5MDdUmrQHTAJgQdxfSVUEXE7WXS+PdW2qTthCR1aADvAy6NuXRXqUrUZcv0hGMwUVkywDqoyjrWaYQ89HjFm9/AN725G2nKpijEtirN7dymc64/5a/YUbbsvjrxx02d2VUUuOfjHydLM7JWm7vvvps0zWi1MlDIsoxuFx579D5UjvK5n/sMVldXOXzoIAuLC3zko39D4hxZlrG8vMRtt9w8M7h5C5CZnMBmv42WUzX0uJYFt53Vtd22RpnWdz8IIcSfRqa/Z50Kv8xrylKZlzPN2bBLCHTKup1uV1FMHb+YxASb1mKs0cxQWDZluZpxl6OKclSROBe9FpnZcUHXLMzH77JXqkF0u7p2BG85a5AAxVqF9x5p2cj0VAaqvMS1JiBCgKz6ZQznxq7qbvg5VuXLGKrlcK9F5pVgLAcOtTg1/CKqlWdxsPoZnN6LuQz0bBlaXKpu5QMbb/4754adlmtPYdYxksorGlKcLSN1XG2dzcxXMnGUonbsbp3sns0NUwKlVrHMjRhiurxnUFWkYZnXH3ttnbUZV9PjFuo30cjWj7BxDTcJ9nnwOANr1RqpSTAYBmFQK+3Yt0o9Xdsio8LUIKFRGCFEAJBXTxlKUhNr2FkibbzCGEV7OWKs0OpOrOknkhFmLzIvr7OZvNRUOBPHHILiffQ6BIVcc3pJr34W08CvuVfhSpRZXL9VoM2nsltbV+ZmnT+xzlPiwg033MD6Rs7999+Pc47FxQUOHz5Evz/g3GN/zn9+z2mSjXU+p3WRh9I3ceOtN/Dp+x8ghFhvM3GOhx56mJM3ntjmGrv1q37/neA6MnbPytwqMnsRwVfxp5mysFUV9WBb2/dhr6KqBA08UDzEr5x5K6WWvPboN/D8hTtr9S1RUWo6tiZNnfoSam/RpPIHM6EZVSXkkXUnW4h5wmOFvNf+lYqXgOu6mnaw3g5IEKw19QIlYIPEcl8BRus5rmewJs6DoueZieuq8lC/z61LK7RcXJQA9FqWey9YVosVThz4GRblAyzr28m4j6Bgpdi2r14jnuJidRv3Dr+JM8ULuaoLx2tQrj2F6QS84gOsDQ0nsnakuptSFI1btRGZ+jf+Ou3+qfeKkJKR2HSsBK1aCq14aAPyvuHgcuRr7PsBQT2LbnHmOmabd0EQFmycwEsuMQwZlVYsmUVGYcTAD1lyi1hxDMOQPOT0DBSAaoXFRdcZgYEfIPiaMzJ+hJkBxdCzXVrajh/2nt2QV2oBPQEW1Ezrk9W5BhisjUi7KS616FAwKagpMQEyZwhGqUbCqCzpdlp4ShTFjfMb5iks2bRvzlhkyy801o9KQMaJ81cYd9yTTPdzviLzleff/dbHOXV6lZd90a18x2teiG08MlXFW//ref7n3dfT+m+PcheW6975H/nFD/w0vd4zMcZw0loGwxxjhIMHluM4G3dp/V6N+jkXH1vl6E2HYqxwBzFWsGlNmbevWWUbJTi90G2KC++gfPZDqhFQ3nXxvzMIQwDe8fi7eP7CnRGYs2nxFjRQhrJGtUcmpe2AU6EKhEpJunslkJg83+Z414vxYJlOsyH+ql4xiUGMkHQs5TDS46XdhGKjxHiL4xMY/Su83IjVuxAKlJRV/wycXaBVF2huXNXOwJEly32PeYZqSJMXcuPCF2DCGUYb72fF3c2B9F4yt4bgUSx5WORidTvnymdxpngB/XB8D2P9uyHXnsIU6uBlYCN3dOwCXfxUQF5AhKIoohJMEqbr1TXVFnSckDHV9AwbSbQiI2I2unsTsSDKKAxpj3Mrd1cYgpCYlI1qg5ZpMwojMukwLFPE1oxDEl2fAz+kZRIcnrWgdMWT2RbOJIzCiHW/RtcIps6dSiXauyWKQ7BirtBmurZkemLcuDikLCrKwtPvF/jSIwZMYggVFDV/pvpzLC3/f1RDg+99G2l23aZGA2OWmFqUgJfoTkNNXKRMyyxQc9KUEN39O1qwTO2XOdu2H/1sG5uf7DQl3Gxbj53f4JFH1whB+bO/foDvft0LaUBpn37kAh84dRiDB1VCgGIY0ZatKSakbqfF7bc9bS5Ksr825Lu/4Cforw74qu98Ka/7sVfvMpYYw9QiXBEj1HZE87t5yhuZvvZmcM54XxCW7SK2sgQCPekSQqhp68ZnxPaab7f2Is29ZtC6zJqM47jD9ZJyVGETS9pyWGcIQQk+IMYQfKAcVbQWMmrcEuqjJ0lCRBdbZzA2Ao5CEQgekgY4JKBtJSOW+nKZRUfv550bv8K9eY+vWz7NMzvPJsghVI5z7+DraM9BM4sIy5klaRlGg4B2DYrh1NoxLvVfDWuvjDnyTnhC4LSfZXLtKUygLjeOrXkXG4aL5qUvioIPffgj3HrrLYgIiXMMRyOSNMFXHhElSRP6G0NOP7bG+bWK53zOERJnKasSEcP58xc4evQIG8N1jiytMPSBqizJspjrGa3YSZemFXZQGFbQdtHqrLQiD3l0p9b1OrtugRAgDyWZadVE8sKC68U4nfH0JMHWy/EmJpJJRioVBYEKAYmle1DDUAa44Gjb9hWAXK4d2TyG4COl2GijQMt6ApFAKJXuYpfVc+uICE+/6SdIk7PxHD7KUN4265KdUy4qEMjNMFoIwWF166sfvYCbi/pOK8LxxjmjuRLQVFSyWoNPNj+xaPnMKtOjh3vc+TnXcdc9Z/jGlz1z3ErQwI/87B9hRwKJ4+Jrb+Pr5RSv+o7vjWWfZqyj2TanH8djD5xjsD6kzCs+/Id/y7f881ft/s5JTFkKG1F5NKhj2c41s1cxUSnpDiks24Fu5oqHrz3wCjr9DsMw5JWLX4EWipkC5kyXCvTqay/DJKd6+rhqFAh5HXPsRkv0/OmLbFzsY23EOLR7bYw1uMTQW+ly7uEL2MRx8bFVXOoohjnOJeSjEcZZslZKkZccvH6Zdi/F5wHXtRRajBW3lcjgC3FRed/gnbzrvbdz9n8c5q7bn8Z/+rb/xLD1h5SaIFJyvDOpldmU/EJhOTUc6FgezQM2KOfXhbVhgKGHjntKWU7JtacwRaLCHHlWjXBmveLEopuZEBOXsLy8zEMPPcJoNOL8hQucOHEc5xxgMKMzAAAgAElEQVTOWc6dO08+fJzlxYf5yV/rAoYbjya8+kuO4ZIIdBgOR6xv9HHWcEiEpYMt8ipCtcVNyASaeTAPJWDJTLRcEjOZahoi9QrP0A/rMjuexBZslBVd6bJWrdcsHULLZhgq2qZFLGwImckY+lETwq1TkyWyewAigdF4LricyVnnWl5XS3Yl7N7D+YuHupS5Z/FQl6CBIulTliWZayHGsHDwKM4qafUYTYURw2lUS5C0fkdkpk1P7fKuvRAVFU4sQT1IBFapKGoD0Ze4Wdnupii3c5vuFIvcbtKf08Y2CsAaw09+/5dt6Ve0hOo7YYXv+faX8rXPfBbTkNPGI9MkP83r9013HOdFr34e9/zVp3jdT756PNFOM9I0CPCmfqMYsK0YXvh08SAfPnc3t7du4TkH79h17FtlcryIYFKz3a2IR28XD6/3qdY1bmuMUYcOrzn6Kpqi4dVGfB9Mw/Ykk/vZkI64+ludVsqhjK6JZDFa7s3iIG0lrBxdBgXvPVmnRTHM6Sy2caklyRKyToYYocorNoYlrUNtbLcd24wdBw9+5El6DoQx2h4Y0+GF+r+O6fLYH1+HVobVj6zw+MVlOtcL53NPqZA0FrQwXoTETgdOLhoGuWV9wzMoBYoQ2VqWkqeU5ZRcewoToGPhgqfKPZ88n6PADbXSHJMbCzEZWZQbb4yckZ1Om4XeAhtrZ/iyZ/977nu4izEvIy+gqBwnT95Iq9VCBC5eWsVYw/rGKmnX0bIpaZJic8tCsYDpxCC/14CTyFObmaau3CzHbGriZF2FIaY0pHmGZoLPIv+rJ5IDOBdXihiHzVJEJvRfHdOBBEJYx2uJVxCxtKQklRjczyTBBBMthX2lUihRBV+JFVS3NJP2cBWltq6StgEFI0JuIq9wGlIEg7Tivio8C6efAITS3Epuc7LgkE0gJq3jj3EhrZSU0QqTitL2qe0FmgE1OXe7K8nNHd8sm2/Ofm/W/BjZ1sO0HttkmSJi+Lk3v4y/+OCDvPDZN3DT0aXGdN7kNI7gF1uHISbtxH+NEf7PX3zdeITTvaioEAFPFRV0vbfSSMt3vrzIL535DQot+avBh1jodLmlfdO+7kC8Zv2vaszb3IXqb247Gt2ZvgqoV4IqLrGk7bS+X1E5uq6LBZ6LCNoxWcx1VBtYDWvY0tKuOrg22GxqURUiiYOxs+/MkRsPjG9ao5hEFuKIRLn+1kPkIdJAcslw9GmHaB/IGPphBCT6wHLeI2ulkfAgdhZfBQQXgUhKTbcniBqOpK/nphveyUMPL7HQzmmtfBcillFNkqBQA5hicYtQg5qq4FlMDM845PhIERhVCgMPB9Jr2UH1pMi1qTCNjLllSyN86kJBNxEO1sTSHuUv8hEbVc7rnns7vSzF1chXg+XYQXBFwS0n1nnpiz/JuUeX+fb/9Tu58fhyfQHl+LGjgLDhNxiFIR3bibD5FpDD+sY6PvOoKEtukVJLJDC3mLWVmN6QSML6Rp9LD6yRL1Tko4K0kxCyPoP1IXlSMRrmtNptUOXYbUfGCdVNzmYqlkpLFLDisFoRaj7IZdNBg2PNr7GcLM3A/HcVAab5dvd14u7HXCmRe6MYggZKzUlIyUIXg8VMFSUOBM6bf8ki78WIpZ98IdvxBQuC07ReUBta2olljlQQadqs/x+HvOcoy+mC2XuSiRKtCuXC6VXaix1c7Z4MPmCMYBNHmZcxFt9OsHv8Ghvu4whIIuYLwngVc/L4MiePLxNKRcsw59lEy3V813SCwG7Q3tPXktpibYBmTVUeO6Z3nDoG5fHi/NQzUU7nj/G01k0g+3j7agUuAlpFhW7muGP3Ei8NZVRqminWUOMJZo8XC1jBpEKoItrVJEKVK65MyFxG0nX4PGASHVuSwSs2nXPtKYt+EvqcuNtVA04MQyqqpYpFu8JgNKRyRXweudJOWuMxqyohBD72iXs5f/4CB1dW6C0s4Iwhy1LysuTUg2f4gX/4NZw+cx/XHT3KmYuHyPoX6a8OOHdxjdPHD1OVJb1el7W1NZY6SxzsLWIlxnLbzuCMxCoTXRexJE/JjFybChOiW7auYlIY4ePncm47mHG4Y3nbPR/nl+++G1VlrSj4v154B6KCIUElEDiCEPiu930lH+B63DH4/pUUDbWVJbXFESqKUJBKOo5NqCo2M7RNh/6wj6aewsT8zTIUZDP1NXXGTZSZlF7Sg8OWfJCTZA6CxLgpQlV5kjSJk5WVmq4rfkalVqxXayyaOG+7Oj4R4wwVJbGMtAXKUI7Lg+0kM9bgnLje5cjm+M0mL+iVt49gJaHUAh8CLbMVcdiySwR5Va0nBhiNC6V5bTVisKSh2/R8rADHTzKEWmFOPdBGUW6rLHe3REf9nHOPXGClCgzXh3U8EqyLbrnhxghjhOtuOUJ7YW/8hCoBmuo1zTjmIjd1YuVs9mfK5P4Er1Q+kkWkrp4o61jq2GUrdbtau4lry30WrR5rNN7cvpElt8ClKpCZjDu7nzt2fe71XZl2p/o8stvs2aOiQ5LqrYg+QsmXo/oCrDOIM1v6PO+6NpEx45NJDZkmU/02VAOPbejrlMtKo4kltwyZZJEvu1TcyFE5T8DjQhKpA2dOguFowPr6OquXVjl58iSnTp3i8OHDhBDwPnD6zHnKssPDpzdotzyjfIQirPdzzpiAauC+T32axYUFNtIBKyuLURlLtOJNmDzvp2SrXLsKE2KweSmB9YoNHPeczUmva+FDgLpEkw9KoikXTq/xy9/326xct8h3/D+vwbg3cdf5iwx9QgvDwxsbrLRqwuc6RSCRhBW3PDOxNh9TliRUmtIfDBALbdtirVpjGDZom148FqHQgqBhbHn2Vrr0ljvxQ/eBESP6vs8hs8JIR2TSomUz4pJZCWoogmcQ+hjRcbamk4RUDMV4zlPW/YglbWNrjtx51m4jqsoojFCi5etkVvHMoI6vRJSpONuVf2VxIokr3gS7xXqMCjUSG7z37R/kXW/5Y17xHV/My771i3ZreXwfJ3HHTQpvs2Kcqyibc3cdCQBpK+WGZxynyiO9WavXQoNSlRUIpO0UY82Ytabp4daJfcpiUUMTa53Qzu0u05SNzXumqqxfHHLhzCWqwrOw0sM4g3MWm1iKYUGrm2GdIx/kqEJ3pU3abp7LLBo1EEu0/dCRN3FBL3G4s0IiaTxyn378xp2KsK07dl6breKHMPoxhAKnfwHZvyDYF4/vVZNfuZmyctv2pw5prMlyo0QyIWldyRQqJCaJzySHrJfigqPIS7JOOgOWit+FcMtNN3Ps6DH6gz5JmnDDieMcPHiQ9fV1FpdWGJWBcpSTdlp0WgkXzp3lwQdPcd2Jm0hbGRQDbjtyC91uN/LZyqT4dxV0wkt75dGbv5NybStMkUjIvhgtzdFSwgOXSr7x9mewXlb0i4I3Pe85nPqbR/m1f/wO7v3AA6SthGe/9HN40dd/FT/0+Q/w8x++i8+77ii3H+qh4hGduJx2+1iME1qdFlXtnkltSun7eFWsODLJIoJ3qhkRHa/exRhamhKMJ7WO0hsUTwyFNrEExZgK7wOLtovRQYyzUBHUEwAPVBrZg/KQk9qUPORjDtrtpNCC9WqDBbfAol244sexWcb3bz9+tj2eMF3fb7PbrSF4+OXveztV4fmVH/xtvvx1L9pjtZJaMUUfY6RBqxcvYzTEntrYyzZI25a0Pe8ziyhsnSHOngCndvMA+/qeuD0qoZmUquYx1LHdqvDkgxzrLFXpCaMC6xxVUSEG+qtDjInvc2exjdIgiWep4lQjG5DBYIPlWO/oZaWWQKMsIw9r5FZtOr5Le5pj9KNIA5uTnJR3k8tLthxahIKHizMcTQ/Ts90t+7dTrCJgWxbTnvW2XM5YLRbxhiAhEkBgsemsWzxoGPfj8MEDU7pM4abGEo+gprKMFvlDgwp6CSvGsbDQQ5cP8/AgcKLruKGXTDivFXItUBXOjmCIRj7vzrWtGp4sufbvikgs0NGxMPJcsMKgsnzPc58DwIXH1/nRl/88VVGhClXluecvP8Wx2w7y1c85yTOOWc6WFxjqADEdEm3t+cVumRZZGpOFy0GFDwFNoG06M6ku23c9xnsW7QIILNjezD4U+qEfEbQmJRFDIMFQIuqji7m2CazED+dSdYklu1gTG/gtH3OjXCqtGPoRiTg6pnPZE9eeROFq+nAmtuD2y1wnjluefSP33/0wx287umti/XR7AhgTxhZWvDeNJbGHSXnfMkGWNteHKcN86phGtvZAZn7bJiNwy7FzIUnNwkPihL18ZJGFlS4VHhGDFnXowirBK4lLCF5xmUWMYK3QAIU8nqCBvh/Qtm2y2po01uBH+3SlbhJfeGzbMCgKPnXqIrfffJAsnc/7jBJJE6wjAhEG9fgTghzbMv4yVPz0qbewXvUxIvzjk9/NoeTAbLtEJLCbqjepGu+JMTJTieiyRSMK1k0pqAlzELUL3NQgx6nnWVc3aVz8QeKaL00FUsthlNOXCkpJWV46ijNK4ZWHNipQONK2dGpXciopZ4aeBy8VeF+//9tWoPn7Lde+woRaaRooKkSUQiu8Ohynef/v/RLFMMKstZ1QIbz71/8Hf/r2v+YH734d//Hs7wKwfGGJH3za63GSshlNOf+SUytyAWkLo7URLljKdjmuczk9SU2otMxMO1DHTLWMIBaJH0HQSCxvMCzaBRJxKIG+v4RjhKAkIniNU0ApkNcrSSuWvh+w5Ba39H0YhkQWD0PPLs7wXo779aQEKfZ6ze2BHE15KVB+4ve+j1MfO80Nn3P9NuPZ3qKtVClkiBNHSrPinj5v2vLbb/93k3lu3eltu1/H7EUJ6d6es3VRwal6wJNmKdM1GWcoJmVinCtacyBHt6nXCpXoYrRtQ9X3+KHHtuwkBrpXUWLupYU3/eh/4dL6iJuOL/NvfvSVcfc0E7tGjlUgWsTpT9LVfwpSEOR2SvetW5o/nZ9hvdog14IExz39T/KS5RfMHNMAoLaEMiyEXDHZ/t3MM0PUWLvUOEHs1raCV86fXqUcVbS7LcRAVVVY5yBAWZS0ui2qKnoClo/0aN6hlQXHUscyKgKnLpasmTiN5l451S+pVLm559DgKSrhkdWKvNSYTrJPovi/T/LZoTC1fpCJoQrwqbMeWX6E21pv4L/84gmoycjDcgezNgITX/J7B5+mqHOWzpXnKbTEmD5Z6M1dHe7EEmKNodfrMBrm9Id98qxgyS3uWfGoKmvVOl3bweLIKwHxtExWV01PxivGgKtzBz2qwkiFnhF6klHKiL4fkBhHx7a3XKdsqqfULrJrbZ24GXwyb8LZzsbbnNKSpI5bnnPjnq89Ddby6hlKHwG6YTmWZ5spj7FtL8at7Vdm35U58UktEH0UletALodgf/99mn7nUybWW6MkG6UZCAQNONxkm8Z3bOiHZCYjMUn93ilOHK5r8XmgWC9xHYfZlph9Xr+AAHm/4uzFASEoDzx8CV/E8EjIA74M4xijTQXbtoRSCeH5bLjfR2wBdBiuF7gk1HUmo6I9wEGsWFISFDiux/AVWFfDnDS2vQVNi2Cd4MtAKMIE/HMZ910rJZRKsjCfSs9YQ/9in1avxcalDbJuxvr5dax1YMBaw3BtGAust1OWjnaROvatRGBhp2U5eUB4+FLBqFR8FRdCeYAzI8/hjuNc7hnlPhapzgOsPJV7uZ18lihMYORhOSUIjIzgy//GI494BhsTKy+l4PjrnscXHFrgBS9/FhxQPtj/KCDckB3jk+unuHXhOCJCpl1kqrbdPLfm9KJfELquS9pLKYYV/X6faqEitSlBlaDVOIkbIkn4oBJ6yWSVvuB6MQZpUrqJIiQIyzMKOvLSLhI0ZViuYoyQSZuW7TAMOcqIoIFF1yM18WMPOkkdsGIwYtmo+jhxmF2QtJ8pmVaUY7YRqVDA6vSEEeO6TWwvJp2XSM3lGWX2Y44xtKZY9yz94XyRGjjD2JLSAGJ9HcsENFLozVqaTyASQi/Szl+PsI7SY5T9GioHr7TRPR41HwDTeExGIWfgB1RaseyWSEwSKSXrfGhnHIFApZ62TBClIhIrdRDdjpoYNA2TtI6dEKsacyKTtuUNX/dc3v2+T/NNr7gjVucYKMYJSdcRqjhG42p+6JkUD8eoX/LARx/i4PGDjPrD+K0FRYzhuxbfwL3lfdyYnEDvh8cXL+BSy+KRLi4TjG51Jzd/25apa3TqrkxGc1NfFKqRx3btDusc5fpbj+ASRwgRxTraGHHw+AGSzI3riVZlFdNPxnzHs/1tZ5ZbjrQI53Me6FcUGB4tlaRjqFrC4xuevJljUxMzFJ6SufLZozAhvgtFgJYFU/FbbznE2kWHdYpf6NC/4zbuOx940w89l5tWjmEw/POn/QAPDB/gN8+8k9969BEOnF/iB275NkbaJwttchkiwZES00V8zfA/znGUWYWUSIK0hTw4RoMc13UMdEAiScxnqgP0BkvHzVqpGVlM+kbqNJZ6eKoM62olrTptJSCIGBLTAUkQcYxCLIadmphzKhInqbVqg25tpa5V6wzDACOGJbc4rkjSjOEJjWXuUZp+GOwEf1LHEkUU6zxVOXk1DSVKJBbfLIpSSc7I9DFqSUMHp8nu6EcER8NDbInUJ/WEs2NM9nKtzp2OEZz/I4RLCCVQ4fwfULp/uOMYdhfZZDVvd9T8fgcCl8pLjEIeUcuSjEvTlVqSh1jJokkvaggMNqe42JbFpFHB+BCgNfV9KVvOadCxrm1Jeo6vffkzeXVN/wcxr1KsxHjqvBzIKdEAy0eXqYqSrNOKsdWywlhLsZ5zh30G7VabjWwD6wyD9QEHTywSmK0KtEXpSVTSe0l58URGqem8aT8KSCIE48fF5+dJVsc2LYIG4ditR3CZGUfFBcOjcpY/u/Q+bi9u4fMXnztJ96K5t5G050IAXDx3MTMc7yWc6VdcGHgYhQj2OZA9ZV3uIJ8dCtMQY5gbVURvBeXhwRdx54v+kD97l2KtEl5yM2pbBA385kP/lp/u3UZu/xFLdrGeEGMKyGPFeVxoUZqcoVmn8p4yjEgoWLALY1dUEytTtq7AHZZup01/NKQYliStJNLeTVmj0VLautrr2M5M+xABOqUWgNAiQwmEMMAaZRgKMmMZhAGjkINqpN8rKpbSHkM/YuBjLc22acf4pchYgSLxYy+1IBnTxz15sjlvbzPfmdYTQ2PdC4B0Nh0Tqc6apPqR6eOpCBJQ0ydoi1QzplNSNk94BkfXH6CZdDwBgpuQANQ93J/Mi0vu5XiprUkLlIAjXLF1uTfZEbRWu2RDjThNTEIicZGRSkpJNeYk9cGzrusgQkY6k0cJROXWMeTrBSH1BBMXcNNo6GkJlZL0HCrx+Uy6qXMJDLaTVi/l+lsPxXio6hgcpiG6k42NrDoHrl9k9WyfxcPdiAjWreQGm+/beBEwCpH9R7YqfgC7TfjHiOzqAZpG6jau56bdRqm/5eFfYRRyPrz2Ua5Lj3BD6zgT+sOJz6XpmhO4sesIKI9vVNDELg9m114M5xqTa1ZhpvWcWSoEkUhisFpi1koSK2wUx1j+4h/hLX/yGywvDnjbvaf5nbccxj3wOOc/FEif/naCtvDJ6/ic9tO5MTvOg6OH+PKll+K0RRgYfAiUGyPSBYe3kZggNTFX01eKsTU6TWR2YhchMxm0hbIoyYYtqpZnQzdqpGC27cc2mwZSK2BxLNrFODFJhLsrsbyXV2UYhgz9aBw7UpRKKy4Wa+OyZ4WWlL4cW7lFKMnJyUyGx2PEPqnKcrv7sWW7QlXZel/zzzRDihLEM2QQY2XGoHUSv1FDpm2spuz25c8AWerrNnu2O+PKZGfr05svpbSfxIa/wJt/gDdffoXXu3KZtiIb8erHyNi4cKldohLd15WWY6TsFhFi7nEIpHayeNuMGdCGxVHnKKB9gocazmGxTQcmCrxuFWsECCwd7Yy/8+1csTPbjOC6lnLDUw1KsgNblb/Hjy3L6bilBhC3NwRxs8Bu7ndTn1PUUGpZF3aIkoeiftV0rCxVm+q+URYSQ8cJZwYlo1KjZdm129cvfErGck0qzFRg/f6Pc+jQITqdBcqgqK/wbUEWMqrzj9FpLzAanOTB7F+QLKQ8eve/JvnzTyFBefzNwDfnpOF36fNaUpPy+oVvoUwLnEl4+J7HQSPbSn9tQNZLsIlhQEk5uEDWzjDWUIxyDp88SKuzKQiucXVXhII0TbFW6G8MqVq+VrL7e/GaCaNSj0VJJMVLLD5tTSdWQ5Fi7LZMTTKulzfJ0YrK1RD5Moc+ImUzk8Vcrx3csVeNxGBe23ugLpvtC6iETQjkWfHBE+qUBlVPElp18rXBaTZ/HHu5/BWHKPd7/6aD5EKZfCcl37FLW/sBHe0+oLvPneODjz7GV950kmO93sw+r5OyehA9IYMwxGAoNI/oWGKlnUAglWyqLF4zrGmPgpC6lMqXkDBmqooTekC8UA18tEazSHk1Q6DeWFpPlOzE7j73cB2Tr4uVSOHXzKh1U1YsKJT9mM4hVjCJRITtHDDqZrBhoyiDKmcefZwsy+h0OrSyhGGeU/iC11//Wv7gwp/wjNZt3Ny+GVQQLM06PwAX1zboYLgEdBPh7Kji0fVAFYgKc3FvLFN/3+WaVJiI0O12yTc26F+8wIWzZ2l1u5gk5cBNt3LxwjmydI1yNGTVCP5cxrNueYz3pxlaehaWJyuuxpUhEnM0q8Ljq4qsFVGISwcXGOUj8EJ3pUfhCqrCE7wnBMXa+RDrCPTxcZp2hk63TTJKcM7FJOQ9xAsjoMUj9cRh6tVgjE86rLQxEiH+LdOiUo8GJXVJrBFJ4EJ5Ea+eru1SaE5LMgY1w0/HRlfmTuQGsR8eJdLHXVaMs17RXi1/TpAKEYuExl01aderJ9fIctSsnhPcju7X2MITuXq+kranz72Se7iNIt1BB5wdDHjDH7ybKgTe9vGP8+5v+PqZ/ZnJWHJL9eKwpGd7GJEI+AlReVVa0TIZmcm2zUucUQJesCaSG4xJ1SXWmvRFTLGw7fnvoTTxZZltd+/I2/0dv2M7AXwRCd2TrkOBauAJLmBNrA6vgLHRYhYTeWpLUzLSkqCBBRb2/F4WVcmH77qLbqfL0aNHCSGikR8/+zgnjh/npRsvoaxK/ubsJ3HWIBqp8lSVVrvFJ+4/xcLJpyOdJVpWOD8K5EWAogb6PJVJsie5JhWmFcBa+uvrlEVBd2mJA4ePEgBHwFgLztHqLmKcUOL5wmcnnHj7o5z6CHzF1zwGklHarxt/ZJ2VFNv1qIWl4+1oXZ4raPUcYjpYk2CMRbVm/FDQoNht4iVWLKmJjDuJTbDOYtomkjNnhr2CUxtlKRLjOc1H7aQ73i7ECSUhoTI+rhxRLJYDyQoQ6a1ytZShpGUyjFhS2R38Qn221+ryELVydTECglBR0iTXTCsAVcXjI49uiPc/ptDoGNh3RZbIZ4VHau9x0d0OH1YVgZiTul4UW/ZbseP6rcGGsUI0GJyLU8dqtUapJW3aOHExFjzdm01Wm0kEqujx8KOYmqEoNrW1gtl5oflkg9ZUdZzSYhOD7dhx4emkaykLRb1GIgKNrlfr4qK90grVCNqrNJCHnPac1LB5YYoYf7VYZzl//gIiwvXXX8fRw0d59NHHWeh1SZOUtUsXasYrIfeeTrfH2/74I3zq4wPuvMPyBV/xPIaVUlV1oe+hj4UungL67Elkp4Kr7/ibB55AHP32YqQhmoiwAyNS++CFtByRFznSWSBcKJCWIcksN6+MOJH+e7Lwx0DCyH4tpXsdOka7BrAxJ9MgY/IA0Ahb8AlG6xwzqUE+c2DljagqgzBg6EccSFYmrqO6fp0kYJP9W2yNe2pzodpGqpGPH6Jj7LZs8jcLzRn4Yaw8YDLapjNWHKOQ48TOsJZsaRsfCyxPz7JTXsN54kcBk0rk+tzL27JLewBBfFwoqNly7Ehz+n6DoLFIsSosucWZuFlz//YjfhTJ1236d2ep7cuIznQ70Jy9/ROf4D0PnuL1z7qDF1x//a5tNohuKyZW56mfRc92Z9KqmoULTGJwEBehxWr8DqVODVElluDKPa5lMa26vub0eVOkIFfHUtyPa3sydp9HJd/Up9y+D1vbn05XU41wqc3f4zyKvTh2WN/oR8IIVfI8xzlHp90mLwqSJLpUvffkeY6q0m63edsn7+Odv3QXxkcX8P/95oe45fAj3Lv2DZxZf34E+xx4SmFulm+846a5N+SatDCDEvOCxi/d5OfIpNBKIzCg42C1ZITwqfMtBovfj3E/wPU9gAprA5UWDH2B4kmJqQQpCYKtU0gUUYfVv6Fd/CyqQzaSb2WUfAmtsFATCMyXuKKOJAFWYzVzDLi2ZWO9jwuOVrY9AGju2FGK2kqcKxoZQGLgPy4jtCYpSCRhoS6WbNSgPlqiXj0bZeSUNTXXLTpB/26+/njLBBexfX99gMogYftjZmQPbYKJjGCxkzNisSzoQg2AqLd5S9h04Oa/AbSqQRPJVqUYaw7G0k576uMeFP+Tdk4tWumuOXWvuf12XnP77bPn7aKQ2jXpfyCwaBe2tejXCmg5aNnZBVjSc1Sj6M5EYu1NaRlsa6JsB2FAJtkMivaJdKvvNuYGsONHIRIN7ACQ2a6tMbhJwcg87Ow24CKJI19a6E1BeSbc0O12TW7f3J+F7thzfWbYp+qA64PYwF/4h3lBejfLBz7BH138BfpLN207jqdkq1yTCnMnmZk7EonVTC4V9HuO+y4okgr3r63yrnvv4UU3HOVVTz+JNULphTJ4xBhEWjTFizwBS0kn/ycIfQAWy3/LWXcbhZwk0QxLsuVjFRESknEsDQFRqRGphs5Ch6ofUx1MuncgUJwf58+QDUrQZobcxMLaibi6HmfAittCxh00MPQ5lYnJzXYObd9ELsMlq4pJDWamdt4Ez0vtEo6n7yIAACAASURBVJ++VqVVLN68S2x1swQNjEJBx3T2fS6AzwMaFNe+NsgcnkhRVcTUiNOrKJstPtgaI28UxnI2Z2EiAg5cx+KHftLXTaC6Jj6a1OxDm3M7r8JI9nTUmKe2CPhCSbp2U7HoOefsEBLYkm6z37Foc4XJufOu1Wx5w5138J6HPkZxDm557sN8nMW6GctCdpq+ufkp63If8lmnMGdEJBKzL8WUE5aj5fnj7/sLVvOc951+lM890uOG5S5WBe+FylSMQknbZAQEr4LqCBhNNexohTWGtqiZQSIbTcyrnH25nFgqrUgl5p4ZbfgnIe06qmEACZikySXbeWVahIKgk4kkDlPGyrKxrCqt6uukNZp2qxJQVfKQs1atj3kxG6vt8ied3VxZCtso/EYs0ww6+7lyRAU3qTT7Vpr7REHGU64OUOSJkN0qZHjdv2sa5o91S8WY/5+9N4+37CrrvL9rrT2c8U5V99atKVWVqswBQgYGRRBEUOAFRZRGPw7Yr0O3vqjtB/XF7lcbp9epaf202m8rDY2KtgMO2AqiAkIzhykhSSVVldSQmm7VHc+0h7We94+1z7nn3HvuUJWqpEzuL4Sce/Y+a6+99l7rWc/0e9RyIenLgbMOMTLUfN7djHbyhBhHl53ny4fPMTZS4rpdo6x8f/qNAr1pppbb2whDzaAWXGqxqaAMhNXAR8OuGItVOb6XsZnbNDZloVnG7mqNH37Jdj62+CkADkYNnMQ4CbnYvgUi2UonuQT8yxaY4IVmt4CrwESsqIUhjTRFoQi18T6/3uLisCpjfskyf3GR3bunwYRk+tkE7gEvUlQV0bcRSIQR4+nswJMTrECkItqujVFmIH1DxIESgooh71ivAUZ63c2cw7FoFwlUSH+xIT8hvaBMXUqoQ2pmuSZn95yhPk/JfVBFkZ/Z5d68mgJAaV8s2Mlq7RJgGGPPpttGkVMET6yV77cGLk/bWjaCXTn0r3YbtysizC8sATA26jWEdqdDpVIeugnoJcwrfcU1zM2UsVrPrAk+mtSmFl1Va/rqVaZJmxlJlBIQ8Ecf+DLv+6cHEYFfesvLuWHfamKHnvW6b88mim4qbw+5eFdMtzRfd04UhiIAbOaJ0ZXyaSCoIn6AFRqkLGuhXaq65c1xX8eUYsh+e01r0oo7GnpM2PjhCvD1Y1/DnnAXSinuqSSczc5y/8Xnkem692EGTx+//dXGv3yBCQMmhdFY+J1XfA3/69hjPHfHBHvqNTKXgxKyzAeKKJNz4sQ5mvMpi7NNdKC5OPt6btr7LIxOOb9wNyfPPcTh402u31Xiq154E6pmMGJ6E7w7aQIVUDVVrFhvGu35ABVtq5nraHZWwXWcD5ApLSfMW3x5rv4ddqSjXmHo1TloPtCiV/C14K/1VHoO62wfibtgxZFKRpfKLJWUmEvzqQ4Z7A3PENctbjz4bJ4oNJpqUbfw8gSY9Myyl4qV0Z8DUN7EeLU2ISJw4uQpkiTj4MEDpGnKyZOPs23bOFOTk8xcuMDO6SnKpbgXSdzV4vNOjrNdDWi5vV7X+9fkYevzylu6hKETgaCsB3zGWSPv0cKRKPLEDlxblP+hWCEoaYKyIVCGo6fnSFJLHBlOzze45ZapdTVhGKS0HCSp8MxEhS2IIa5yglgR9FXtWMNJUlhtCpmoFVnDVw7pH2y/aen63Nca4AEnRt+xwfOXN28bW3K657c7IYf0TUzEFfIczrUycBYC68nWy7Jllt0kniYCE4qCkTRT2D0S88ZbDiA4nCi0LrSqXNFOrGeHEaiNVug0E+pxnaQtLCRfx8zMDNZa3vm+47Q6OWGguOP2/cTVkFzMKq0mdYpAG8Ke1qRx4vd/JSNMV63vXklj24605aupA7Rsm7ZtUwtqlHWJwB1mvvFLPNzR3F2/lYnKW+lmN3fzDHWPsRMSSdCiiXRE23ZIXEI9qBEWPlcFxCqihS9KnbiUqnEDnJaXio1JDlauwFcO3RSby4ZWBLUAHVzZfuVNu/FJA+hfJAeXyGHQWjExMc7iYoNTJ49Sjz7K9lrIqcefw8LCEsePP0Zg7uC6vbvJJfd+eWVQRjCx7vlsu0TzV6SO4ybgciHvOMKgL1VEoLStmEPDbrt4dZw4aqrWI2r/P7/tbhYbCZMTVb7m7n0E+QeI7H8DNEnwFqx5cS/RH+jlM3dfx37hGkhAoDeuZ7sevGDuCuPCXZD5TdV6MQvrmfg3E3i0mePLr5fCCUxEVQKtCJSPs5AcbC5FhYhso1vdQh+eJgJTQWwgdSwlmjyPGYsqWMlJJQFlCFDEoTcF5dayY+8U1XKMpJpyFDM2VqdSrjA+VqdUKqP+9ETRtGJqchtO5YMLTTFfcoevrkGhYRbfO6wnrbZVFIp6JJiyhnZA3nIEFU3FVOi4DnPZHAQjpK2f5jdnbiATzYeWLvAr+96Pil43VNMEHxVrfSgsoQ6xktOdLd0QfKMDyqZMx3bIJe9ppVf5gVzl9i8f3jp2pc2rlxnGulaLQxbG8bEx6rUao/ww5fAkAHt3PMzx2X/HoUMHmRgf7z1z3UulUr33VBWfrdiCGOPqPyP/mknxPx9hqvrNk33328+X2r33fnPt3p2jvOOnX+WP2YeIs19DkQBQyt9OS78b1N5ee+DTpHxMAQNpKpdz7+sKOnxlFUkFUzLLMQfdcVjxm1PJaT4w+2H2xrt46dhX86mlz2MwvHD0LjSG3HryA6U8QQqwHD9RNOVct1jB6r52N5VdhsH+KGUnUDEhldDSThxilNcyS0//QLgrgaeHwASINcymtGPN/ecybt6u2VaOMBg6rokxBqcdlSAitQ6MEAaaIAwxStixcwIlQn20jBLNr/zEK/nIZx7hhXfvphQbnASD2o0CECqhn0xN26ZiKhhtfLCNWBKXUDOVnphVyhfWtR1H3rYEZcOIqTMn86TuAvPW71AFRVsMv3nmc/zQjlcj1pt7dKhwqWAqfpKmktKxCc4IVV3BGNML7vHtCBpFzVQJCcjFc4A+ETzV5O3XJi53TDb/u1q1DJJRSY4VRkAYLd/PoYP76Ok4IoM+QS0D5ldg3TzcKwlxMlA8GvG+y2gkWLXId4V57zPrv2dGjjFITRNg5DEse5evj5C4DqH2LoxccoLin7UE5rlWi/tmZrhneprReO16pF1hKNZXVXGFCTmqhRs+UqUUv/X4u2jYJg/MH+az93+JC9MX0VpzOjnLi9zzOXL0UQ5ef4BPyb080j7Ki0ov4JbqDYgowjAgS1PmF5cwWrNn907CYJn8pB9a+X9FoGUF64RcoOOEUqgItSItG09eEOsts+wm8PQRmIHyfIiLGY1qwCMXU0rTJaqBwUhIkncITIDTGZHzwqOTp4SBxUhQcLgqtCgcwr49o7x537NBCeIsmhC1QsPMCx7XUAW9IJwu/D7f4PPg+8w3SiEh5KnGtoW4XGJbOEHqGtxUqrInbHIsrQOKY4llIWkwXh31fpe286wihUkxUhGZynEFIXYiCTERulgUuz7WjkvQSlM1RQmzwt/6zMXVMRlfaayKxiTAqf1oOQmisPq2XkAY+NxT3XdPPQ2kX8t8kvqdtzyNIw5cKlDwrSqz7P/vx7Ao1WHfA1h9Mwz4lC3HHx5jdEeD+kStp+H5ajiesagbX9Bte2W7jTTlDX/9fjLnGItj/vb13zxQbajbpsv9ZhdAcsGUDVqDjgfrWq431l3Gn9NvXuDEY7NELwjY9qsVTiSnaKS3c+HCBZrb2vyz+gRWW/6k+Zd8/X3PY2J8N9ZatFJ0koRSHGOM5ro9u9YkPGhbIXXC403LYmpJHSROKBtFpaQ9T3fbgpXl4MktrImnT3iUUlDSPsWkmbOQWo7OpViBWJWIVIR1EBAQqYhIh+AUubWIysnokCOIeLJkhy3Cd7zo65/gng0IEtdhyS71Lt99X5VSBMosB6io/t/CQw8fIYhgYWmOM2fOc+bx87g85PC5n+AN1REfkYtmRI9y4dwsi60mp86d42J7npmli0UwT0qoQiqmjFEBViwt2+ylXHRNT7roS9u1mcvmmc/n6bjOE9Y0t1CYEq+sNRZY37/ViX6LzLyZNPg+kuiXNzYxKnqlrZ5MqMBzLIv1fLHO+hQSUUMibC4BNhNOHK6ykP57LPvJ5Xr+x2/+K378Ze/k3zz3Zzj32BxZ4rAJxFJGpQaXgVi1apMosjwuM+02ibW085xzrRadPF91bp5a8rZFhxpxQlgPvI848ukmsLlNyfft+k72yC6yoxbJIP18TqACXrXt66jX69xyy81kaYpYOPe/dnLy9/dyxw3v4rmH/pJqpczi0hIjI3X2799HGIarIm2deD71thUudByzicMoxe5qwI2jIRORph76PN1Q4blkm3ZoxPUWBvH00TDBS6xIQ2FmuGA0Zxs5u+oBITEagyNH64DcWUQ7tPZpChpDSkqucp/cLz7AxEhQBPHA8Ig1ivDuZV8JRTkt3Wf+WnbIK1qtJu1Oh0eOHmVxcYlSKea20i2Uyru493Mv48VVy7n8HPv1dcwEF7k4N8fMzHm2b5/E2pxwzOCMZVs44TcCWB/sIcOCTzxH7UgwQiNvkkmGFfsMN61e+/e+5sKrRsjC7x5yPvhwTDOgnfm8QfrezU1c4xKwKle46IuPMC1mjRWydk5qEmLCob93vmR6L4dx7fsvooaP3EAY/zp5lvPZD/4hWZKBgvs/9jA3P/9gj9Q9aSU465i8boLRqerwNoH9IyO86sAB/vHECd50802Ug6DnW3XicJmQtFMqtTLa+Goqq8kU+v3Zas3xvqlykP/75rfw52/7IP/wB5/gW976Sl5y8B5CHSJVmN4xyY32ek78c86xw+exmea3/vQF/OaPfogbr38jWk9z042HKJfj7iAOPgtUMaI520qOyAQEGBqZZqYjTMTCjorh6KIljTSpFVjKQIJ/CVPjKcU1ySX7hOEELqZQC6hGmjt2lqiERTUQwOmctmpgxRJTIlepL60lARVTRJi6EFGWDEtGgiZAdestFpPel9ZyiOQYHReLUo7LFtDhOKpvR9u/sDx4+BFA0e60qVarZGnG1MQkYxMjHH30UbZt28b58zPUajXu+9L9TO2cIjCGbdu30VhaYv+hvSzJEpEOqZsRQhWQSU7DLjEWjPWCG/rh0w1ycrGelH2N/LdLRd7KhzD9XJvIOxZt1FBqvH6sjATeKDI4a+QE1ctPK1HuKFH+OyAZWfi9OP2cy2il6GURYNN9B2yRO0iseubaTLKemXIz7a3Hl9oLcpOiYPpAhkJxvUZO7nKvkfXVZe0JJBy5ZAQq3NDHmqeO5kJCa6FFqVpCa8WRLz7Ge/7j+9h5YIrv+5U3kXYyHxkvYCJD2kmZ2ruNIF5NOjBwN9KNI/b1ZnOX00o7ZO2MyESMVUYw4fKYrSYuYGDMVgvMwXHZCMdOzvLvfuGvUMrx6q96iLe84V7a8btx+rqBFlYWHOiZj/vM1rpIM1rKhJMNxXU14fBiwmzHIYlDGhnUAh88uYU1uWSfngLTZ/jDQoYajRiJNDduj5goGSjMqd7kKhhCHI6OJGjtiLTPrPJcs0Ka30coXyIxt2H1IWp22wC/rIgjlzamqESv0SAZqFJfgv4wn5lazsBQBaNI4rBFTc1IR7Q7CWdPnmP3vmmiKBrwVzXyBgv5IqEOGQtGe8QE4ZAKJd1nnEmGxfZyOa8EI0nesuhYr0kXJis+PJVxBVnbYoJNCMxCJXtSBKYsUkm+FWjhvXsl2tG7EL13w5+uRDfvsF9guszh8kE6wM2xFy2bmzciGF9cahJGIUknpVqtEASm1w9cUQsyBNFCnlvKpRJZnhNGxtfcFEdOTqzizfnWhwQG9T8j6etb302ve+/d7xfzJZIsIctzbO7jTIOSIQpCJsKJ3rX6g6uGa9lD2u8FuW7uPRERTj7+FebP/TbPu+Uwefid5OH3rHluF4MuIOl+8O+DCKmF2dRydDGjlfu1Ulo5hBqqTy+j4+XiXxT5+hNGn2lWljIWRkIeuZhw0/aY0dgUnsluYIynaquqCiIOkQRRFnBoe5TtydsAi2BYjH8DraYGLiUI1jWxxYtpVBmtSwPBF8PR58sR7/MRp5G2w1Q0KKEcR+yZ3kkQeLaizKVYsZR0iYqp0nYdAuWjdw2ml1s2DB3XoWG9SdZgqJgKZVPy7ERXSYqlacbDR44xOTnJ+ZkZxsdGmZrcjta+4kSSpBijvR9GhLzwG/kABk2eZ0SRD2wQETqdhEq5tGaN0g2xye3fKmaiq2CnsrnQWUool48U1+gz5SX3Qfm6/lixFRh+I0OT9Pt8mP20dqtaXLXQD09ZWN0TxZfu+wq1ao1Tjz/Ogf376HQSRkbqLCwsoFHUa6M0Wg3CKGRmZoY9e/bgnCPNUm684Xq/iSkKgG8KXeE3ZBwEWVdorVfJxonPk85cBoEiiAylKKYS+NJlXuA4v9Hsu/RK02zXN6qUQskMUfqLaHkMq28hCX4KpUfWTTvp//66Pbezd/dv0S6+swUP80or0ppt0CUxWR63U62cR5cyCu57lOAJI7awIZ6eAhO80KwFoCzMp8yPhtx3LuGOnSXqYb+fpO/FReFciFUWoyGyD+KXhBwwlOwxbHD7igsJyxlPBicdrE0IdQ1FgFLddJSudrjWm1lUYlcG2xRUVQrGEHxaSeBTAhLn6xZqFKPBiNcWN6EpppKSuhSUkCM0bROHpWZqT4jIwAv+4fd15tx57r//Kxy64RCzs3NcuHCRkycfZ8eOHcxcuIACGs0FbtzfJkkdR46XicIIpTUj9TqtdhutNTt2THHu3HlmZ2d5zrNuZ++ejctQDcU6i4IT4Wc+8Qk+cfoMP/DsZ/FtKyp4XGnMn1vC5Y65MxE37M/43EfqvOuXpnnJ6xrc9eoq0cgCeWoxgaHdaBOVQrQxKAXb9owOz79bofEAnq7NrvC9b0rD3Az872u1GidPnKRUKnHixEmMMYid5c5D/4166QRJVuPzR/81589Ps337JKfPnKFcLtNut2k124yN1QtayauDlX7StfiU847FKUetViXU3u1ilGf3SpKU8zMXiaOYsZFRKuW4mM1ea5udnWfbtnFAyHILKEID5eyHUXIGhUO5OVT2UyTxbxf9kZ6ptLsOCX6z6KvXFd+5oq9aSG2Gw1ExZXx5Qn9eV0APu7fECY81soJcRXG8EJbQNyUsUNqSmhvh6SswwQvNqtfOaFvyqidSR/Uv8INmUi0GpIQSwZo7IdMIvsirNc8Z2KmLCLlrsSwM854/IXcCyqBV3PMXKiJvphV/rcH5KmTSIQgMphSQNy1h1figDeugMHPFRdkvpRSxWjtXbCViHWMDi8OS2MzXFWS54sTVQKed8OxnP4v5hUVGRkbIsowgDDlz5gwChIHwVbf8DqPVGUAYi2/n1OK/IYoijNbMzc0RRTGnT59Ga025VKJWr2102bWxzq1+aWaGDx0/QTvP+aXPfJZvueEGjL56flmbW5wV0nScE4//KL/2Y3/L/IzhscNVbvra64ldGx1o0naKCQw2c7SWOpRr8RMya6/lgrls/ytw6PoD7No5TRh4t0Sz0WT/xH+mpB/3wetRg3tu+D1OJ39MqVym05lGKUVjqUGlXL7iZOVdH6TBC7v5tM0Xzp/huVM7GYvKyx3vnm+FPLG4zFGplDFak0qGK6w5FsfRY48RxiHNRpsHHniIm264kfMzM5RKMZ1OQqeTUKtVEREuXvR5lbunDc/ecx5tXHHJHCP3geQoFWA7lvOn5qiMlAkiQxgHpElO0kxJOylMOo6kx9jR2MGeid2Is2AUioCO5CStNtpoTOBrAudpTqkW+4LV3XsToZEJp5u2FxTYFZYaLyPbCrAOzNNbHFwJPP1HSClfN3M2JbPCQzMJ0/WAvaNhsYNTA0LD79IcKLB6F0vl3yZwh3H6NpA9CBaK3bCVDk5aiHgNUylT+CkClC4hkmFdk+5KbXSNgGoxWVf7NSPtK48Q4k2SLQsGRClM0beQoMcbG+nNk4/HKi4SnBWZ9lyj/QEYVwOHDu5Ha01uPYl1lmZEUUiaZoRhgKQfp84FjPaMLXun7mdkqoaO9gBCpVIhjiOqlTJxFJGkKXF8aYTrm8V0xS92sTGMl0oDOXhXA9t2j5GnlqnrJhDZzfV3PM5XPv4w1dEy+27fhQkMLreYsDtFhTyzmE0EVw0IvzWCdq6kGb5eq1CvVXp/bxsfJU5OoPqitoOgzfZqCVSJWqXUO+9qwJMWJH6TKMK3/80HmEsSRqKIv/mm1/US/buwmS9KUKrHoGKseJauXGyRspXjnNcGTaiZnprmsRMnmF+YJzQh1+8/QLvdodlo+TiCIKJUiplfaMLelelbJbpl9LKOpbXUpjHXpFwrkWeWUi0mS3JaeYvfPftuciyBCvix+R8iudjBBIYgChAnZEnu3xPnc16VhsnrtlEdK/Wo+5zAmVZO2tcNo4Dcp/p0wNdNha2qJZvA019ggt9KjYbIXMrcuEI1cnaPBIW/wZtpMpUAQkCELkLz0xysmkbpHZR1hLLLXKYivgisF44aisLNIqm3UroOTnKUKryZKuj5aLqhJMuh5/7zQMBD4PlnO4upZxApoJQid7mvoLJJgdldHLt+25IONgxkeaIQER+piBAUPsegCIPvhsMbFaOzwetHcVj4UxR7du0YOFYply63N33/HX6/O2tVfv9V38iXZmZ42d696woU6ZnhN/ZUrwUTKEywPP1+6g++nyOfP87eW3YSFTRlJjD0q8WRuXTTeWHM6GGzgnIzPra+K3TP7H3K5S5COY9SKSIaxy7yduRdJEObWA5O6UWarlrAhzy/lX8Wf5coo5RiMU0412phRcisZbbZZrJUGfiNSz0hiE1db8Bq1GjkDVpJGyeO3dM7aSy2GJsYpVSKSbKUpaUlarUalXKZXXumabda6O4zKvp/of09TFX+ACFAqZwk+OleJ8NSyK5DO0haKTa3xOWYqBzSWmxDBPmM7VXmyeKU0ckRyvUSzjmyJCcIg17qUNpJaXfaxNWI3ElRN1xQypuVS9oXe3AOVOq8BSwTJHM+QHJ8Y5aiLTxTBKZSvm5mrCGxfRGD0nPiGwnIdIdMtQiJEKvJrEUp0FrjxGBknij/GwL7VyALfGVugu1lw2j1JVjzOtBTPq1EElCCkgBvejVoVfJsQX1BFb4LXrsSNVikWinlC+2WDD51RfcJPo1W5pJ9UU9F7mV/6aOVyNVdBOomjBwGHLl5FaKmn8zeFf/1fbtxfJwbx8c39zudAQpxV2YKBaHh5udff0XaGoDIhvQkWeLVjzAytJsp5VpE7nI+cfoM77r/AV62dy/fedutA/JKDVhJBuGs0Mr/LSVyouCzOLWHNm8r6gis8Q723mFBCeRtR1BdUSZLljerxan87zOP88kzZ/jmgwc5ODLWO1Xj80+rLuCNh27krx49yqv3HWAyrvTyUnvnejquwn/ojxilGYl8KTWbWHRFs31i3PuEEcKSplKPCQpSkzgy1CqlIYw7b6ZlX4p0TuD09Wi926e9AWGsiWJNuT6YmxpVqoy6Ci9I7+JzS1/knvpz2Te1a1XMRTFwgGDqDms1ElgMQe9RKQUHR6EWKU4uKhqJ9UKylfvAyFh7hrQNimJvwePpmVayFhYz0IqRasBdu2ICU9Rt7AsTF3xuZdu2WMpbOBwBMK3+kLL7O/xUTPh/v/gC3nPkVjTwV6/4a64fWSTXLycJ3uojdNTgbljRN9FZI0BjiOCzqSVJEsrVck/oOHE0bJOaqa6KlnuysV4epohgrcWY4ZG4IoK4HMNRUBGir4LA6EPWzDFRf7mp4drRxhiM0swb7gnlYV5NuNwn3ZvS8LxbETj14FlQmrgcsXBhkW27JlhcaPCGz/0jmThirfmt572UXeK1kLGpEapjMcMXb0gXfYmroGx6DDibRY84vWExFeMJ3Fekt3TPObG0xLe+/29IrGU0ivjIt73BW3T67jNv5d5aEw4+n5WpICvp+rrnutyX5es+3/4AIh8QuByxut4G1uWOvGWLNYbe5kMtDxvKqN5z6gbv9PqLz1jVmIG+9udctl2HSIWEKkTwvsrEORyWI3OWmaVCWDZzz4gWbfHHroVnVlrJBrDixWL3RdfiX7+C2wcnisTlnlQZyw5+nZLcj2K5FM77TxwkdSEg/NXx/fy7Z32OwP0jpw8/zjt+/HqmD0zyg+/4dsKof4hlOcG7wEaLrA41QR5iM0dQJBUrFBVT7ou+vXZferOOGdFH/gU4bloxDqv9u9cWisWq179rn2awO77eP9chUpH3K7cdSmuyJKc+UcMYTaeZYFNHoBRZsW67ZkoWKKI4xGZrlzOTghbrcjcQA6kSa2jG3XNSu9yPxFpa0qakShhZFirKKHAbzzNVBOEN6g+Cy2W1dUR5K09Pm1wh0Ie2bxRhPeg2uxoCedtiO255c9M1QokvtGDFUtGVAWHZ7ZCIxtkSBIqLiWW27Whljqy4ofmW9dHSzRzGI88buyUsLxnPLIFZqHlaIM0h1grH8vLXC8nGR6AGQcio/e+U5X40CXNJzG985W62xW12V5c41/ERm7ZXMDnh3T+3xIOfPsaxL5/inm94Ni/4P+4Y6IJesctNrd+nxsFqQmrwkyKIA2zbIlG3pI8iIOg59q9VrLWjX+ucJx9X5toigkscuqBLu3JpG1ce3by8nNy7IyLDrhsnEafQRjGyveK5X53wrl3fyPuOPMILdkxz9969OOfnhwlX3teyOVWcoJ8gWUxX4+v2d63HdGh8jB+96w4+fPIU333bzRhleoUFekJFK2zm0CtMpWtp293b6RINmEgvC7JYF1rhCoG1icc8cD01fD4EVUPeWhaa/YhUREa+anvc7bMVRSsXTi3mnF3K/EanONmoIjJ2KfOa5ZawvGw8swRmbGAhYykS7j+fsLseFDswRyXUjMSmF7kMygAAIABJREFUyLuCMI/4zPs+yfV7P8Rt9yR8+it7eMdnnscXyhMEgfBdN9zHo0tjlIOcNx58sHeJm567xL0f9RGX04e2D/J6DnlJM+df9jhY2/qtNKAZ3H3SZ05a5Te5tmCLUmdGBYT4gCMfMLUWrtK9qCvXdP+CHlZ9ikDesujIE44r6AnQawm+as0yp6rXxEAFfoXVxq+wBsUtk+P89OTzln/LSj/44L2JgMsE1njX/TkyIHSGYhMaYffqb7rpFt500y2D3/f/1kBRNnN4f1aoe4JDSfGiFAInqBhs6kgbmbf4lNY2765qf8ixftq6/hxopRRBZbXQ7GqxkVr2dVrrcLkjNSEiMN/JOD6f0sgFEutrXFoBo7DVwJfwqgRbZtgniGeWwAyVr2iykLI0HvHQ3LKJVeGIlPU15IBP/Mpf8Ok//zRODnDb2+p88f6bcKKoT4GNF/nU/xBecNcjfN93HuO62hIicL5T4VXfP8+OexRj019L5fqY+XyeUIXEOu6xhfSuqRS1CHoRswhq2V0/cF5QMuRNi0tdL0hhs0jbOVlqKddi8sx5PlXdLYG0nFajlHrC2sEwtGybpmvgRHpjEDXLlOMyJtBoQ58JSrE02yQuR+SZ77PSPnnb2WJBp1h0r5F5r7TClA0u9XURxQo2FwKt0OG1p2muTDsZ+O8aWC4esPbxvOnTG8KN6NU2MIyIDDGDDsUm2IiK16U/VqCfOlBE6LgORhlCHRb0grrwF+qehmtin+6VNTOMK3yrA7ckPe0dNuFqWSMSq19o5h1HUNKI+E11t77l/MwSP/7iX2RxtsmP/u6bmXrRrRxfyMi7/snY+ECeQEHLQrv4rmyunUnzLxTPLIGplH9pGkXpnj5OUQGS7qQSOPb4BSR3YDSf/fQeTNm/aNO0yN75CK2G4/DnU3789/cwuXOSh77rWSyO1QEIjOWe7Ud5c/s4e+KdOIRQhUyE44SEq3enPYtWihOhkZWoRctpUVKYV8QJ4i41iALOPnqBrJP7BOkw8Enzzvlw9U6G0hpjNHE1ZvK6K58bZ7QmChV5BlmeEuqYC8dnCYz3AdvMYkJDVIrYtnucM0fOE4Q+CjgIA8JSSBAGiHMEUUjSTqiNVxjZXtnw2v24klHCw+o5mrjvuVpfE9IlPgpTh6pv8fZWg6dakK7MP14P6x0WEWzivLCsBesKu03d8yZ8gpcEXfhWjX9u3dJ4WgrBWGjETmwRLJPR5YE26F50rla+ZJnLvN+339LTFZb9ATkiwlIzIc8d42PlVUE8wMC5XSilCMqmZwrWsWauo6mEUA2Fw585Rmupg80sH3jPJ3jx7Tdg2xZS6wVlvxZZC3imLfNXE9d+iYkrjY6DkoFAYbpKjQjKCVERga+14oVv+yaaL55i8Q17ia6P0MqhleNnvvWf0Gq5koNu51w4Zqj80eN0NcPcGr7wlf184uwJulOiyz7iL9flu+wK6MSrUGiU8hNjYKkQIWvk6FivinZcy9Tbhc0clXqZuBJRn6gVE1UwgcEYQ3W0QqkaIwhxOVyzncuBD5nKUVpQ2hEYTWwiAgmoT9ZAOcQ5KqNVsjTHOU8Y4ZlPAqJyTFyJcdYnljvn0MYzJenL5ZNd0cMNVavLhDKKoGYwZV87MWvmPPr5U3z8T+4lWUjImxabujWZd54sbPT+DEP3/e2vJ+kSR1BZX1huun27cSrMWn1aie79qaJcHwpCFeIo6saiCVS4yjSqCyGYSY4tCjUofNCTy9yar03/RuroiVm+661/zvf85Pv4+L2PrTpv2AbOdkldC01TnPePby87qqG/6LO+5kZ2HZyiOlbhtu94MdaKF5YT8ZbJ9Srjmbf1CBV0/IsXaYXKHNNGcVFgHE+p2Aw1avcU7/qdwxxdNNw9fpaPf/4A1+2Yp7SwgHSmevGpvXlTKff/RSeJ+esvZfzAoTFyyQlVSEmvTrz3r7YnIBB8Pbr+wuciQt62mFgP1OBbPSeGp0gEkWH73rHe97XxggVkRTueKURxpQSIIFiV0tILgMIQYEyIUobMWmQSpqe2ERCglGFq37iPPtSK3Tfu6LUhTtAFRV03p3NkewV9GdXhn2zZpJRCBQplhIsn5/np1/46KMWLXn8X//Yd30HesSCqlzRv4uX0HBFBcvG/X2cB9MTqXmN1qaAMAyk+0qU5Hta/SzAhrmdDzZvWm8iv0PZb4IoI3i6UKd7vwi/ZNbWKZITu71DSIjOvQlQdKUSpE4spguvAp5EYr6JiYh8IFFSGRwJ38yW/dPgs1gl57vj0Fx7nRXfux0qxUVfDfgOq96z8h0HzrM+xKdVL/NpHfooLbcsXznZwSxnUtnIpnww88wRmpL1Emsto1wJ0qFgQ6Cg46QSjFOHSAmFQZrJe4sbRhwH45hc/AMC9X5zEoelPJXD1EmrfXoIlyOvSE6bVICIkpBwU/JVd342sjLBTyx+HQCwE5cFyQpveRIrDuE9h7PtR0saaF5ObbwBVHjjNL3ZXVqI4LIHEaDEYQgLx+WFapWiVERrPfjR4L9JbeBUUdmlZ/nvFp0vDSufZk7PAKKVoLbQQIOtkXDg15zXQsiFr5Cit0JGnQlTGIVb8otyyvTxGUzLerCvg8sJX2hWqWnmBEGgkE3Tgfz/0lq/Q/XQhTrCpIxq5gsWHZbVAuZQ+rTrW25D0zR8UpfxnMe7TgCO076MVvRe08ROO5SLyq3I0Q4WyvrRdUC7oMIdo6i+5Zz8f/OgjtDoZr/v6m32llII+cy30G05cEZCly5rmQs5SO2c+F1InlIyikwsuL7Td0jPPWPhU4JknMJXydv62hYUMp+BiyXj2jcyBUjTnTjO+fTeHG8/jrgPHCc1ymN2+Aw141W2w1ME9eAZ9voVe6mAePkN42y7CiZznjT+GfWiUl+66jvn5BpPbPHvMWlUSlrFW/qGs+mr1Ori6zSzL+Q//6Z3c/2jEwa+u8mvf9ElC8wBl80e0o98FdXW4PLsdDCkTyrJg7i4/sYqJzTKJ/JMG8b0YBiuWv77wQc6lM7x2+yvZFV9ZxqEDz9rLd7/99Tz8uUd509te479UENaWBY0yATjvD7QdN5C3l7csedufqiPtNU8UuqRW3ZLtOJ/4X9I9DXKlj+xKpL6ICK5LUrpCYDyR9sWK39hugNlsrih1V173vK622h8vIAjGfQbVC6GdxXEGK9P+mOfTWm6jT3AqFKakcJn3UwcVQ545Wovet660rziybbTKf/kPryVLcsK6op10sEtQG6uuqh/bXkqIShE6UD7ITSAVSy4Z5xeE001oOYdkArmDsKBl7DiobAXzPFl4ZjH9rISID7/uWB8AFHrm/86pI9SrZToLM7z2rn9PaNKBn504N8rhE9v5mXvvpPYLj6Cs4Kohd/4DvH36Xr7znltYvBhS317lJ//y+7jllhsGL7vC4d9/hOJI7xvn/ZdhPVix+KwlXJfx8CMf5sd+9TjOavKyUHn9eSa3LfGi8dN8//Re0uhnLmGwhmM9pp9rDdlSjimboebcj81/kvfN/C2Z5EwEY7z9+p+8zKts/Fw2bMEtR6T2rAqFINWR3jBgqKt52sRhEx9pqWMvPHVwpXJFvSk4W8x9qkVlMGz0UtvvX4fyhiWorU988LcX/5G/n/0IGsWP7f0B9pZ2r9t23rQE1YBWu02pFGNxVDpvIdIPguSIGmUh+mNEIpRWBMoU6SV9EbCszpW2iQMHSZqzONNAG421llK1RKfRIUty0iRlx8FJkqZn7Oo0EpoLLR9HEBhEnM8VNZq0k1Kqlcg6KdsOTPB4y3J8yWI71m/yQ58LSuqKkAnliQi2zLFXFFtMP8OglA8AKhmfs9TMcUlGrTQNRqhtG+do4zs4VH8vgV7WMq/bscB1OxZoTCj+8/+cJn5kiW3fq/jB6QfpNEssXAxBYHGmycWHF+GWFdcVmE0cuQiTJdNHZjD4jETE57UN7/zqRgf0TsWhHf9EUN5H0gxpTcOF05Mcf3yK49u384rRv2NneG3nb14VrHG7VlxP1LmnmLlnmP9OadXHgbzB75XyZsPAU611NVaxgoSs6Xu7ZBQDZspDNktdTe4ycoQ3U3Lukwuf7QXRfanxwLoCs4tOO+FjH/8khw4dZObCBUrxd3PTno+haHFq9uVYznHxwiwHD13P3OwcNx66viggsHafdKxwqYAo8ixHOYXWmsZcgyAMKNVK1LfVCIOATGdknYw08els9fEqrUYbhSKM/VJcG6+StBKUVsy2hBNNh23m3gPUz9Bjxf8bDnGIbuGq4ZktMPuRWkgsMhaRuMDnLzUtX6m9kTA6z774HwaEJsA3HzzCN3/4SO9vJzGPZF/LTd8wzsMfeIggMuy7eVdR/mvQZNXKhWNLGXYUpkqmCARY8eI7z38a1lZql6vhrY2eGxfl98PlUpM//Nk/5s2ffgXWlWheHEFEc3F2hP964WbePnIVHFxPOoYHO62Ftc746tHnczo9x7l0htdPvvoJ9OeJjaeI8IV/fAATGJ79kptwTnjw2Ax7pkcZq19atZZu0FFX+3eZ1zivDJZ9y3nTetNy9x4K18OlDEVPk7ab++Hd9Tv4yPz/RqG4vXrzhm0rozhz+hztdpvjJ05Qr9dpNHI+/ZUXsrTUYOeuGu3WBRDh7JlzHHn0KHv27qRWXqai82yubtCfiU8nCqxj+vrJwqTqi3Zro3sBWSBEVYOzwshUFYXPP65vryxbEopbFye0U8sXLySeCzcXmOjLMwOvUW5plU86tgRmF0pB4EOyYwV5NcBGGs4nfPHi99MYn+LWqT/2fifdHvhpZkug4O9Pfxu/8JMzVD53hJGvP8Stz7sNNbo6V1Apxc6KoZ07Ds9nXCg5bh0LWWkp9Lljzgd7bOYWRDO/2ODYsccYHR1hx8gdTFW/zN+85K+ZzyJe9vf/ikarxJ6dF8jFMLvQZGyk7n02z4BaeOu4MAl1wLfveP2T2Z2h+Kf3forf+4k/QRB2vvYujmtDnjviKOCdv/hN1GvxtWMVUF5bdfkaGuG6/vo1fiIwrG73ShPva7e/kueNPJeqqTAS1DfuqlGMjozyyle8nLn5BfI8JwgCGo0lSgfKjIyOkKUZnU6HdtLm1ttv7vFAD5iwewF6ffcloAPI0oxyHHmFrxus1mdq1kr1ArdUEQ7bJQpxRSCf/62wlDmarnAZjWyV3rpWsCUwuwi1JzRILRIUDnUr3lxbDThiv41jh1/Drt2f5WD5/ZT1BXBCRyY41nkNp869gE+eOkXtI+9CCTQ+fIx/rk7w6H/5CP/fz70WGDRPGQX76gELmSN1XYPPoLaktEKZzdGrdSfwwvwiZ8+d4+LsHMfVTl5+V50oyJiIUn7+Rf/Eny3sI1DCS9rP4vjxEzzUbrN3z2727tl5JUfzScSyprMxrm2X/IXZeT7/yfvIsxyU4tjDZ0j3++AjURnHz8yyd0edWq3aqzH6ZCAvlNKVbmqlFKJk2efa/R61KbPqcMiA73YtKKXYGe9Y95zB82G0WiMoGyrlqb4j/nO3GANAy7ZIJSElJSTE9AnJrrm+X+sEPLGGzclaOWF5dT7qRlyyPVroIqZntm1x3Vd7WB7KFp4SbAnMLozyxMTzGam2foeYOu83CBXMZrh6hTOdl3IqeSmcT3x0Wj0ApdDjcEd6HV/aV0VONHG7xtDaUQ5OoeQcTk0NmnKUItJwy5hn/glUkXcoGQqDT6gD5ZTPw1yjPFM3+KK70ISR4cCBfYyNjdFstrn32FvZP/V+dox+lm8cOctdwShzzTdxfmkcZ4Qsz7Hu2qi24U3XFtjYBD2IzZ67OqL0WoJNz/LGH5lCdcY5MdPgkfFJQFAlS+3mRc49/gBz52vcccezqdfKrA4aG47+gBpnBZtYLx42ORZ5kcu5kg4OvJl37VzES4dYhgiHbhrV5T88pX2x+LV8qt1S4CJCoAwd53rEJv3jp9FYLKl4zlmtCy5eFGEp8JyzzYywEqLNOpy63UCiom2jFZkTEis8Pp/zeMf6YMSCR3oL1wa2BGY/Qu19BZnzaSYj4fLL6mcOFRGcg+Zo6Nn/awElo8gvnGFX/GXe/9F7WZq1HLkwzYPH53jNVz9MKf0ozeC9iNKgfP5cUNSIrIXLq5CPejcgbaAEBATVolJJLqgVplkRQZTr+VW0GHZMTTI1tQ2FRrYpRHaTJM9lKQzI85ywptk9HrFzl/XmL3XtCBGFA9cEPQJ9i8nAOU9g4byWN+nafp79oz+BrQk/+OuKN/7sm2DRgHGUr2sSTCaMX/dl3PzX0el0qNfWTqVYN0K1x7bRp9L0/elEsFhCFfQOhao4dbm0T+9YN63iykEuuYbmptClx9vARaqUIlIRFSpEKlp5FJQnTHdOsCIEaBwWh6fV05FGROFSiy4HBQ+s//WgoqhodjL++5/eSxQY3vyGOzmfwrHZlMwJNrXLpbiu5Rf3GYYtgbkSRsGwGo7VABZz2iXDmEA7UrgiWi03Xru7aervCIOE8Sk4HWvOb8+YiQPG7EWOHPszmtntbJuY4OzZc9xz1x29CLwulIIsB60ibNYmCGve7FUczK2nl+uabzObk1tLFIboonCuUf1bUt9+WBAnxL3anAox5rJ8TKug1BWb0IJBFaQQIoqO65BJjlEarRShigi43MX52jbHxtnb0aqDDuBnP/91XNwbMPKIYLTQeniE9qN13E2P8Jxn30YYmE1rl9Bn9kPQgcKU1h5DLUUO4iZoe0SE0K3MAfRCeHUlnZWm8zX+HirQ1Ir/yuBvNgFfWEDjcsFEa2h9Ao1ZH59QHo1xSjx/sQmL0mZds61n6wmNNz1rNN2qLwAEIJ0uVd/KTW4xZVC874MP8KGPH0UpqI9W2Xf7ftpWfPpIYpejYrdwzWBLYG4WkQajyBczLtQCH7lmfS5ULhDFZerliygF97a28YGlPaRiODIzwm9Mf45qeZFmCkePHSPtJOSJFwQuE5x1dPIOShT3P/QQExPjHD95gkMHDqJQVOtVdKLpJAlaQaVSpdFskHRSOknCgX17qVa6Gsd6E8wfazRbpGnG6Ggd80SFXZcZ/gqpqaLLUAhFpRS55FiBiKhv4X3CV+n7fG0sSIqF3uc8DWhvV3S2C/uOpuSnYwIco6UKUbj2lN0o91GA3Dn+6uGHsU54/Q2HCFdsDrtE4pvqs1Lo0DMSScnTzV08vUCpGpO0UqpjFUzos/Bt7tCanm/PWf+3DjTOCs45wthHkZohGqbNhfmzi8TVmKgUohQ05tuMTtawmUUHGps7lKKoxAPBCsGoQ8VCo0NVR0TB6nHMOjmN+RZRKeLCqVmiUrQ8JtrnSIalEJzgrGX3zTv6RLnCYr2lR2usFL5OtSzz+g0mSsH2sQrG+L4uqoBGWlQbiTRsi4t6atfG+7kFjy2BuVkoBWMhLOUwX5QFG1tOGNbVERbds6i481jp4/IUhdGasfj5VLddR7s2RRBp0rkUpTQO0IFifnGBMAoxoeGRR4+itOL+ww/ixLF9+wTNZoNqzUcD3nDoEF/+0v1EcUQUReyY3NYnMNeHAOdnLnLq1OPccMMhyuUSzWYL5xxZljE6OsLc7Bz1kRHm5+eZmtzO+NgIl5wnsG4PGNqWX+iXCeBjYpT2VSQCHa5ZEmlzuHoLj4jwO+/9DJ/4/Am+51vu5OVfdfCS27DqDox8AUXOf7zz47TzAGMcv/D1H+MjnznI3h0tbrrxRzalT62Z+yjCOx/6Cu95xNdvPbG0xFvvufuS+9q9RhcuE8SBdY7Z03O+akkpornQJoxDbG7RWpNnOcZogiik0+qAFIIz0MSViB37J7zVY0jE9vzZRc49doHqWBWtNVmS+Wogsw1cbmmoJqflDNexl2pYRSnYc/MOvI/f9/W9jzzEO+79PJUw5I9e/Sr21Aeja5VWuNzRbnQIo5BStUzSTgjjgCAMaMw1iMsRFkcYL1cd6ravi7JgXmqDbTtMeZD/2e8vBSfw/HsO0CRg0Qq7d096F89YtJVb+RRjvYSBLYF5KdAKRlYMWfFid0Rx3/y3MTX1Me4uz/BwdYQjyQivGz2FUrdTmridslaM6ppfEIqH0iq4IXeOTaOVxpRCxraNEZkIl2Y0mg0q1TJu+xhRXKLVTlhaWmRycjsTExOYwFCpbL7MlUKYGB+l3e7w2GPH0cbQbM7zVc95gKR1H+dO381C5y4ePX6CsbEx8ixjYnwEX1nElxC+Emw20JevNzCcg21GOuqdc+XSKa7sYnRhrsXfffQRcuv43f/5ucsSmEn0duLs5zHuy+yoTPDurz2C4RgQ8R2vPEwS/BC5fk5PTVkr0GY95i6lFGdaTU9+D5xpNi65n6va1D7XU8SBKEanRnHWcbizxHuOfJm7xid53dQ+StWYThOM8Uw1NrPE5Yh2klGul6jU+4oXrLg1EUUQhew4MInNHXmaE5Yq2DwnKoXMd5Z4N3+IQ6ioMj8o30t1pMLKl+u9Dz1ELkI7z/nwyZN85623DhwPY8POQ9uLcewGCtXQWtNeSpjYNcbErtG+Dcly+8vsXZpcvF/Xtp3nsI0KdqXirHPtnJlFy0w7p37dFPVW7gN8JmJvXNkSlk8ZjFKMLHXWPL4lMC8V67zMDbuHjxz/ZZ6z+/f4jvEHEEpk+jWk0fcTDAkxFIGOdcyljrhiqASaHZPbmJrYhu2kBHEDm1RIFh227QhiRTg5iSlXUYfUYEOXgHK5zM7pHcRxRJIkPPf6P2U0+iS6lDI9fpiHz46ya9eLqZTLOHE9v8uq/l+WX3D4+FnsQIkl6BMK1/j6MTZSYnKiwoW5FnfetuvyGlF1kuiXB7+S8yiZxan9oEqbes4bbSp+8NZncaK1hBXhx+666/L6Sp9w1p7pp91IKI+WmNo/DqL41j/+EItpyv2Ls3ztzQfYvb2GSM0/SqXobKsSlUOyTkZcjfCa4PCyWUoJo1PV4dcHljpLuJNCKim55IxeX6Ue1Og21h2Tb9h/gD948EE0iudPD+cK1kb1ihssu+cd5XpEue776b8rIglW5GdKYYmxYjFF0XcTeh9nJp76YK6VcbpVUHK2ra/ROxGur9ps4UmBBpKTF+EFw49vCcwriUiz0D7IPz/2SzAaUjdwy1jMRLz2MI9GmtxJL9cN/O5bXAYuRQWOeBxkBGwiJLNLCEJQCQlrATrUl1gKSRFHIXEUes0RRblzHxrPl6tVysE9j5OGUwO/8trl0OYuG4oijw9By1MbO5+lOUHYTxm3eS06DAz/9edex/mLDXZNjTyhfvT7IUVNIWpqg19cGqYrVX7/Vd94xdoTJ0gmxGGERiHOp5lUgoClNEWAcujLUi3LcqFUCwAhrgb0Kv/4krBrDPmgJO3XpPfFu7iutJsj7Ue5p34H9aC66nyAt9z5XF5z4AC1PGByrLrqeBdrpW8NP3n14UB5LfNjnzvOe973RV509z6+51uey1xiObWYMt8SLyxTB9u3fJXXGtQw5owCWwLzSkIpn4rSyGE2YWks4mwzY7w6WJwWCj9GUe19PDYD01EHCmelZ/1UClSg0QFEVcG5nLyjaV+wIBBWA4Ja4Gm5LnniCU7fiLKfQ6kcoYTVK6nGuqayovZiL5H7ykSeKrrj8tQsGn/483/Nn/+nD3LrCw/y9vf/aK/+5kqIuD6eWbX8j1JEoWHP9FWs/sLGJtflfi6fc6XM2MMCipTy76lNHfF4OHDs9175Cv7ikUe4c8cODoxe2rhcap+NMvzInu/DicPotSOARYQ9QY2gpjd81VaO8+o+LReRBwYIDRQKjeY33/MpWu2Mv/jQA7zweYfoxCEziw7aOaC2SNOvQTgg2DW+5vEtgXmloZUnMzAKmjkLkaLRsVRLpme06cKHomuilZNGKUQiHDHQXuW3MkEHVU2JRsawqSFr5rTOdtCBIqwF+Mr3m194kvD/IeJX0fIoVr8Cq1+x5rlKdf2O3dC/TV1i7fYAnX6Q2P4GipyOewOJ/GvWXNGUgFzeIrOSkQb8M/j7d38cgMOffZS5swts2zU+9Po5lo5r9XxYISGx3lyw1WaxGYab5WTKSxwHVWiEvWLhHpcrYLtpI8OoG/fW67zlzjsvqXvDns+lYKNUGHHdzefmN5Y+shiiYXK4z7euxRMaWCkiZZVm/+4xjp2cIwx8cN+5hRwamWcPqwVbJthrEFaExXq85vEtgXk1oJSfFC3LgoUHLqbcNB4xWhnUNIM1hl9pEDQ2r2GMoGgXv+kmmRfsIkUFC1PSPkqxbcmaOcl8iokMYT0giAvGoPUWCDVCEr69+LysQfadgM+RGwx0GDw+CHFSEGmvDy2PUbK/hlKe2L5k/gyCG7HmpcO7qgS5TIG5Fl73f72cP/7Fv+G5X3crEzvX1oZELOAIdIB1+SWawi8Fm0t7WSuNZK1nrYwi19BayhkdGWRTGla6ar02RXz5MJc4gk0UB1ivv8vHuTqkBX0X8M9s42v0+ihCOJTbdvjvjDI4ERLn+NkfewlfPjxHPD7OeStIkkGse+xgW7g2sd6qtSUwrxY0PuItdSyWDBeaOaPlzRV6VUoRVg3NuYzEVIhVRq3kCuo4UDoGXaX7+Hw1BtC1gKBqECtkzZx0LiVxYMqGqBagI2+KWmvByiRHAaEKhxz1wnL5/7vfrYYIJPMp6UK2WqgoUJIiLkMBUenLlEf18rBIB+MewQUvG9YycDlm5/+fvTcPtizLyvt+a+8z3fHNL/NlZmUNWVnVXdVdTTc0dBvoABQMMg2GppHxFKBQuGU5LKEAgsAO4XBYKBj8h2wk28gYCcs2ICTZAkJYls0oRAvoubuqumvOeXrzHc649/Yf+9z37hvzvZwqs3y/jHj53h322efec/baa61vfWucxbjLuCB87Ie/jY/98MFe9fgYzlpcYNCBQt1jww3eqLz02k267ZjHDjTetSjAbYzcnneJEDcDlldyokrTCOpr54ih3h2weGOw+cLwAAAgAElEQVTZ0nuaId8V7tDJPJLB3u51fffj7pO7HJHWnBhCBB3GvPtdC7x8syQrjJf8mZoo9zzKmBjM+4lY++R+Q9MKb5832Y0N53hr6JCqwbkiY77t0AqGeYKOYqJ9hhy1dIqnIqJuiC0dZb8kW/EeXNDyIVsV7jU8pSsJ0N647OtpjhvL0d+jnzsfr3JLMhfvaPu0NYIpsZXvZSicQcSMPRtj1O4Goltnd8Djt8f+huV45TGhxGgdbI0n/kO6p/gn/+JF/vff/DzOwc/9+Lfz7FPz+75uqx3UMaEEIuXTBEk72FF4f1Q45ygHxvfcPIaxvG24mW2jdj8g4qX/9qtTPW7D6/FYy/hmw9Xh8pGnuZo6ekWt3tOdMGEfdUxkfe8XRHz4pfCNe3PjjrUYOAe3ckuvsmyieXHY5LW1hFubIa9swGdvZFzbKL1k14FTEHSkiGcimksN4tkYW1rSGxnD6xlFv8Sa7QWkqRoEorHYrfzUsT2PsWOLEiprWVlbJytKXK2YQtjGqCaF1Yh+jEL/BJZ5rOvSz/4D0vLDo1EYpvnYOb69i40SRaBCAgnRBGDVIQ2+7wyvvrVCURpE4OK1jUNfO/IOjwMRIY416wNDaXc+fuSxLOAcQXKPGlGPoI5fqnSca1QCOTxPKu4Yx9+7YRm9VxMgePm8fmp8EtSHbo449gQPKyYe5v1E3eTVDiveFCHWJSend7IJLd67UrtqEI1xZKObW4QCeKuKuVRHdhyOcrNkOtE04sNbgIkXr9zOdxqo0oqyV1GslehEEzQ0iPcytXiCksWiUMj4vmqXM2kyvyEQZXdsu30XC3j5K68SxzHDNENE6LTbDIZDLl68yFS3iVaOTuddXL76X9JqtZiemmb9ygUW5+aRWLhw4SJzc3OURYF1hiiKKfKchYWFuizmbnA3C5jQWxkwWE/pLnQIIo1SQpGVKKUIIk3UOL7u7V/8+AdY20iZm2nykQ+evYv5HYx2Q7M+rMhLS7yfbvJt4KhzjXe5/u/26u57n093iCctWz+OjD3zre9Lh8M4YSW1rGTWN6Of5C3fEZgYzPuNqRDWSnJteB1oxYpO4/Y789I4csf2TSa+iKOCrfs6xfH6WsFcrOk0NM1Ieb3O2xhPCSBs+zpOV9X5zl45dsN7Iz4KLwlm5xiqznnVZE2TewOpRmFn50tjVKwZDAYsnTzBysoq127coNPusLKySrvd5NbKBmurq4RhxMx0B1spjGmwvLbMMB0yTIdsbm5w89YtTp86xSuvvsqppSVEhKWl/QvPHxwcUku03XjzFkoJYRxS5CUiwtRCh9mGlxTcNgyj925/P29dXuN/+T8/y/PnT/Dx73iepYUO/81PfAd3TT/ePduxOSgFLlBspobObTZb+41jMnMfCU+HHxv2lrYc+f3WcZB2/25DehBzeG8fy71zGhnNzcJSVs6Hi+JJMO+dgInBvJ8Q8TfoTAhrBX0tXNwseS7RW4unQm/VZI5q+vx7Rzf4wQuCFeFKZblaWcJ+yUKgeHYxJjpChwOpd9QSCtFUSDS1H9HniHBQDgxhe69Sz7PPnOfmrWVmZmfpdDtsbmyydPI5NnubNBoNFufnmZrqsNnrMz83zcryMmfOnKIoChYW59hcnWZqaor5kzN0Om2CIKDf7xPsI579oJG0IubPzmEKb0BEhCItCKKAIFYcxej93P/8R7x5aY3PvnSN973rJOefmKufuQ+Eojo8oICFlmawWYEFpxwGXxuoGdvMOfFlPDsGEWwBUVfftcN0O2N33LzibY+nxPfbvEewzpLbnEhFW4QfQcgMrBcVK8PKixPEauJdvkPw9q8673SMjGbiCUB5ovdQ0h2O9WqDru4QiP9KIi10AkVm7eE3W+15FgIrpaUwjig4Xo3e3S5Io9ZGJrcEu1pHzUx3a/F2j1MnvSD2qaVFxg3KqSXvmjaSFo1GUosHOMySz7nGhDz5+Bn2pSe+TYgao7DrOAUkqf8/Wm3j4myLqzc2Aei2D67/Oi72YwVLnXcTEdqRImkF2MqhIsE6i4zVMZrSMdhISVoRVWkI4xBnHfmgRBxUm561rQNNmZdEjYiqKElacS1oMfaZ1AQlFcqRPNORoayo0Chwu3PFd/7dj8qd5DabynEP0gtW+DZeuz1J48yOvKcDVnPL65uGLHc+f9maLLPvFEy+yQcBEc+OKywD61julSx0w61+mA5HbnNSCWiL74GptfBkJ6C/UdRVmLeBczQDIXnAyiE+ROf1Zrf7e+4m6RxlsfOPt1qNHX+rUEjmItLljMZigj5mCPHB4M4X85/4yx/hjz9zkSfPzHBivn1vpzWGnQagZonWdYm+afJOY50PC8q8YriRkvYzoiSkKg1BGFCVJSIKU1YYY1FK+Zy3c5w+f4IgVNs1w/6gmNyC6H17UW6FP33iHICXV1ZIreHdszMkCCYz6PjuG1WrQLClQx1x5fPqr3bf3KcWTUu3dpyDcRbBEonz961x7FvIOcEjiYnBfFCIFfQrhoOKl53DOFgaIwAJkNmclm5thWanWgHNXkV6RBZgJLKnKfWDgDOOoKkO2bUf1Svcy4YVEXRDk8zGZMs5KhCS+RgVPJqL0CgsOjrDJA74lg8/tf282y+gcHyW8O1e6VztaR2wwdJhgFJ1J5GphvcikwhRQpmVhElIPsyJkggdaqq8xFSWuBUyLrgzMiTeSO1/rHFv2Dn41S9/hf/uM5/BAX/j676Wjz55DkS89ONdbghVKJQD49MdcpRSF9kOt+5TimKxiBOqoZepNFooS4crzfbX9mheqhPsg4nBfFDQAnMRrBZkWrihDSe6IVr7PnpTwTSwM4SmVM1ROKhdyC6k1lFVlih6cHfoqHzEGZCtq2l8ruOL/Xjocvdzh5fHBC1N0GiQrxcMrmU0TyT71pI+bNhLEoHPff6LnH/6HEkSY60jz3LKqiLLc+I4Jgw0URTSSLzX57YH2zGWf85thVm3/uZgNuhIpMAWYyStfRA3NXFz1C/SAeMt5BLAEU9pXknfYDGcZaG7sEUS273h2VJ82nUs4wyFLYhUhHEV1imUwL+6fJnM+GTjJ69d47vOnSNIFFVqCEa6zLskEo98HUhtNPvbSk3reU6oFK0w3MP+FQAldVR5zMiq0fO17rMTwuQKsXmFBTXH9eo8lIdzECZ49DAxmA8IkVY4BWWg0Fqh1bZ0uYiQqGQfFqXQjRU30+2CuUgJVd2AdgdE6DnH9c2KM7MRhwju33OoyC9mKC8Qf/jitd9zo2X+YOUaqXPB8WyE6JL0VkZrqfF2l2YeAc7nv5zPya6v93jttTcoipLp6SaLrV+hm3yZrDzBhWsfIy06OGtpt9u8773PIYfvJfY7nMdtPheTW8LbStodHmr+u5d/iUv5VRyOH3nsL3Mmrlubya5JKC9I4Ayg3Q5lIcH3iaycwWER0fzF55/n0zdvAsL3nn/Wvy4QXOZzhkPj0KJoaKFyJdbZrQbjo3jNgQI9IuhYoWvW6j999VV+5k//jEApfvlbv51npqe3z9jVxDuznaV01nmiFHVq1voccKR/l6b5WUDTiCzvmfsIf3Tlr00M5jsME4P5ABArobPaQ4tgo4g40nRFGPYrOp2IzeUB1jqa3QRbWbJh6bvUa2EqilhUCiVeBKApQomQ4dhgp+G0IryRVjT7irnO0fQ97wVUIIRNTTk0qJbetVjfzniOTmDU2+lwiAhhJ6TYLLGV2zcn9lBBpJbQ81GCLMv5mq9+Pyurazw+/d8y0/4KWpV03HWmW2/xuYs/RXdqkapWQvJDHFImVBucYwlMWHY0MT8IozHLyvLqWyucOztDEm+zqd/ILuBwBGheT9/iVHwShaKOdlI5h8Kn73WiyIclcScABxZH5Sy50QxNQaAtkQooneN9iyf4je/9OC+vV5yf2fayC+vQVnF9aDGu4nQzwGBJjaFfCEqEVqA40dBYZ/eQdHZ/ns45/vFXXqG0FmMtf3jtMs/OzxxaRrIbJjeYsqCpfwapW+QBzId/yHzzz7G8/ty+75vg0cTEYD4ABNZRrfVRgUapHHp9+qFmJS956pkTDDdTZk/NcP2Nm5jSECYRpvQhI+OEsLKgBJsVkEQ4Y/1Y813sroUyA24ODbOtgH16Vt83iPZ6ts66HeGqw+EpFYxk5up33fZYCsJ2QLaS0zyRvC01gUfFtnyen+PJkwuICE+cXaBdvoTULBclljDMee+zJVYveebx1mntdRsdDmxF4H6PsPpHiLsOtCn1RymD78a6KR8EH/toNvsZrWZ0wPey8xhpmmOsodVs8GM//S+4eG2d+Zkmv/i3vmfLeHx992v55OafEUnEc8mzKFFU1pBWQqQVr26UKIEnOgGNUDHoQ2gdfeNYzQ390rJROJRAO1SECrJBSZU6Qi1UFt7slTwzFZEVhrXUUFjHau4/s1tp4UlnTkAMsRZmY2gFiiSA3Hrh9OCQXOX3PXOen/uzTxEoxUdOnzm+clKgUGV/b/kNQitcZvk+Sv1N8OAxMZgPAFqEaKpFmIS40qLKCqsCXEuTOiFKQoqsJG5GRI0YHBRpTpiEpLmliEKstQTG98+kn0E7wewn8yXCcmkZ5JZO8wFaTOo6N3vcKOkotznC7UtiRIRoKmJweUiVGsJHiLavRiQvNSpH2YbgQEJE9g9NF0VFfzBEKSGKDdP8GAEXkC0e9QZh9Q8Iza+x6v4OYfwkVVEShSG/+Ouf4jd/58ucOdnl7/zkd3r2JrBfqNU5+PwXX6Tf7/Oe9zzPG5dWMdZx9WaPV16/yMx0h36vz7dOfRPfsPAhvvSZl7nUv0a6WGJxdNttbuWWf/OllxmEy3z1Y+9igSanF+ZY3XRcHBpWU8P4DIZKsGKhdLiwQitBCfRSw4t5RpZbcsAOaqm5wvqgRFnHRyOhUEK/obnZrJhvaBItnGhoggMIYiLCx585zzc/doYkCGiH0b6vOQyiBN2aw+VthLWx91n69hwA2glhoBAchXUcoYnPBA8pHp2V5hHGAEc+38UCLa1JipJez1K1NF1jOXe6iwh0Zn0Nn60cRRaTtEOGmeHyakGqFRLWy1sUYnAH6mJmzpFVls5Bsib3CzU36ehC3rLrtQcRgvZ5p/KhWVtYaN3BXO8bjphElIhKfw+B+ed1gD3Cylmseq4eYlwgfOT1pXz6M59FlOLr3v3PUN3XEFXtGFZJgXMl7fKH+ZMv/xRZmnPmzCn+4E/exFrHtZs9bq4MWGzv/tB2zjfLMsqq4sLFS3zDC02+8EbOh967yMbGOhfeeoupqS6bvR6PnTnNsD+kH/WpjKHf79Nqt/nnn36TT3/Ga+G+9P3/iG+x76dqfIS1UlM5R9TQ5JXbyhGaQPx5ayAzmMrHdSslpA7IDVR19CJQXpc1VjASy7B43eb1krRXcbkT0GgFWAeLDeiGB5cjJWHMau64mVVMR4qZWG1tbMax0etjjCWOIuI4Istybi0vc2rpJIX7WablxxGXgljWzH+KlidoNSyNqsAMe2TpkNbsAoVoSh1ODOcjiInBfAAwzjcmBVi3lSc9WANGyIxgrCPQ2/k8FUDSDgBHEguLkfBmWlEeMVzkBLLS7tuV4X7iDnXax3CMsgkB0b5c4W7O01nnScjHaLh9r1AEfx0r51H28zg5Qxn8ACLhjkL4cSilWFxcJApTFrqfRu8yliOIOAI9pB1+ganuRyhLw7//3e/jl/7xp3n/c0ssdltjLbn2OWeBU6eWSNOMJI75tm98lh/4d2YwxjAcppx49jytVgtjDM1mgw9/6OvopRVVPmRhfo48L7i+OsRVggSOYiVBvSdmQMiTMwEbheFGanEa0IIS65mm/cp7jFEdRx1BCySh/3+Ue93vu0rqXpOpwa0WDHPLBRNSOUg6ynf3qd/m26NBWsGlgeFS3+AqSxwqlloBZ9sBDb2Thd3r9djYHHDjxnUajQbdTpfLV66wsrpOmqbMzf1t8uFl0jymMprcvIjVMb28QJSjrEqqm9dJ84LTL3wNJrh3QhUTPBhMDObbgC0dVuO4kVtO54bpA/RlBTg7E9EvLNeM9Uvp7STFgEupYTYzNO91R4nDYL2+6r3B7eesY02xkeFmomPla53znWNsYcnXCkxmCDu+flBUvShbh27oOxBK2P+12vwbAvNPELeGUR+iDL4fZJoq+Cjw0V0j7D9Gq93kuXc/Q2j/NWIjamVhAP7l5Sf4yU9/I8/PLPM/fv3/Taxznnv6BkXwGADnzyk++s3PYivLsGdRLY0YiJTbCoKrOtcqAs88/eTW2NZ5ws2gcjxW5xpHM3Q4lpJ5lsbmaR187/dY/qd/+HvolmH6+T4ffuqDxBLS0mCc4nq6rVEniLdcAPPxwQbxdpDamDa1N7qrBVVpuewgVMJTNeEIfH7z6sBwZVhRWocbGlgryGPFW7llUFneOxMTjV1X1liWl5fJ8wIk5E9fvEwUGOZmHa1mk42NTZSaRmnH6RMLbAwzXr9whfn5E1QmJ4hjhsMh080WYRSSTfKbjxwmBvPtgIjfLVeWKlYs9yvakSLQe70cEUErx5MzId2B4WJmGN6uLlOEnoOrvYpzkX4g5J+tTcBd2cvjFejrWBEkmrJXEk2FRzZsNrcMb2SA7w8az0aY3BeaW+OwqW+vVWyUNE81UOHdeZ9h+fcJza8g+GMq8yaB+S2y+O/jZI6jnq8S8SQTYxG78z1/63MfZiVv8qnlJf7k1ik+cvIymTWEetQgGirryErHWm5ZLkrS0hCJxTrQSphONIstTTvaDkk650k2b/RK0soxHSs6QcBMFNAKHaHeNrijn8bCd7zrPO/7r9q8mV7iifgcS0mXQWm5PDQsZ4ZqZCyc895lab2huxcELhEfsp2P4UaGLQxruWI9VhTGG/6V3LCRW0xmoFf5Sc+EPrS7VrAicDHSnG0HRKr+/Izlhfc8RxzH/L1f+zS/+8kraC28/73P8MKzi0RhSFlWhJG/FteLnLxzkqpvPTs4VCTWYcqS1E3UDB5FTAzm24VEw1qBE+FNB4ObOWe7AVONAK33Gs1OI6CdaDr9ii9vlPRqoyl1aGm3AXUCl3PD7KBi9jYlJkXmjUXUCDm86O/wmKsb/XhADq2IEE1HDK+nOOOIpsLbKgA558g3SqJuLTgv3qParYHrnCNfKxleT2mdasA+m5kjzdEtE5r/bUfJgf99g7D6ZYrwR483oAOr3gWUOx7+0OJVfvtSA4XjfHeN0jbo2RdIKocSx/LAcLlnyI2hKi1V6bwraJ2PpSthOVJc3tQsNDVzTd/0PNLKk8scnGho1gpLvyiZigSnK/qlItGKUG3XVrpaTfZEuMSpaKk+jONCv+JmbSz9teKgcLjK+rxFdI93dgpoalzfsB5pvlD5JuqFAVdaXK/yudGpEJJovPwZu1LwhhKagXCqGSACTz15Fkb9N8cjxlrRbHj+QRDorc+hFWoCbdjAwmbljwOgw9vdShM8pJgYzDuB80QFRuG7O0EoMBtBr8RmhuvdkDVjOZsaHpuOCIO9KjYiwmw74D1KeGm1YMM5lgJFZRw39/E6c+CtXslUKyA4cC0S1q5uEDVi1m9sogNNOshotBvYqu7VqX0bq8UnZsdyX7tgOVaD7IPmclyoUGgtNcjXCoY3vAKQaHWgA+4qhy0tyVx0aDmKiBBPh9jSMLiaEs9ERyj032d+9jPs11NKMGjzR7CvwTzY0/bHP4mR96HdZxi1XvvpD/4BP3DuZc40eyw0Ukrb4o3h1+N6OWVpGZQWm1u2ukZbPGlm1HbKApkhGxguZZorPSGsDWFuPTknbAUEAquV5eX1nJkGLCbQCNSW3e2VAlh/a6CItGOztMQaZuKA9cJSjl5c1spA/Qqmw3svIScC7QDWSszNDBMpH6rNTN1FRMNC7KM9499rU8Owwg4rrg013VDRCnYGyj/x734NJ+ZaLMy1+MDzS168np33bKgUC23FaqZwmyXY4N540BO8bZgYzOPAOc/UWy9ruTqgG7KDTXBUjMJGMxFkFjYK8kTzhoWbWcbppub0dLSnv6WI0G1q3qMiXlwpcMDJRsBqr6TSu4ymeF9mc1Ax3Q4O1JmNGhEbtzYJQo01OUEUMFgbgEDciMnTrNbePCwM7KX8jmfzjheC3few4luUJQsx+VrB4GpK2AoI2wEq2tVdwjnKYYUK1dE0SQUaiwkms6S3MkQJQfM4OWEHxBx8foc9dziK6G+Q5H8J2EDw9Y7vn7uJQ+FIeDn7r8kyzbCsfH6usJ4U064bGQf7kGec9q8bGuzQl3Hkqk4fNDQ3htWWOHq/hH4hlJVCtx25scxEmtw4Lg5KAgXPTIXczCyvbJSEChKtmE80sw42CsOgNJ4pOmpjdz9y7SNJytL6+yw1fpMwFR58TBHfYWS95FakKS28MBvRqKMMIkKrEfHvffSFfQ85Loyw0Ay4FFgGWryhbk6W3EcZk2/vuOhV0NCohvYlDb3K35B3ChG/kEUxbJaYlZyNRDOwvmXW6Zlozz0tIrQTzZOdkBfXCyLg3Z2A1wYV6fhrnaNEeGu94BkttPetV3Q0pxI6c01M5QhC3+fQGB8306HGVMaTQg7xAJxxd+Eh3E0cd1uJJZ6JCFsBZb9ieD0jaAbEM14fdKRpWqyXJPPxkYze6DU6UTQWE9LrGY3FGL0PQWttfZMrV69z7qkncM4ShiFlUZIkX0u8T/zNuphMPkpelAg+ZJlmBc1GgnOWOI4O/USczDGMfpmo+hVC+xtACihyvpE38/+QW+ljpJXF9StfhjEf++/nNrlvRl4Y+CiKrf/vV96wjYxtU4N1rPQrFNCvHCuhobCwXvjrpd/U9EuLtY5B6RhgKSPFMzMh3UhYUcLNXoVtaMitn+e9xogIFOvt8xo9fhga2p/7esFGILy2WfJ0NyRSIzsrOwyjH3JXRAhBq4rFVsCbmYGh8amYiZf5yGJiMI+DmtmqG5qTSrgeKr9Dvtu8Xa2TynToF6fNiqpf8qp41uap6XBPXZiIMNXUtHrC5dJyBq8zO94KTAPvagcEIgwzc4DBhLje9QbR9sls5wIdSt9+IXPGoYI7YZTuNiZH9zp99tZL6nlnSdCxRseaaDryYdprGdF0iI412XJO2A0JjinoMNIfTRZj0ls5zVMNdLhzflmWMxgMWFvf5CuvvEIYhghw/ulzrLsf5WTzZ1BKUFJhbMj64HG+dPk5rPkSeV4QRSFBGFJVFVopnn/u2a282METm6II/wqF+0+AgsKGvLhSsjasKCsDw8obiZFXebST3f59vLQjUf7aHNVEbpYQa0oH1zdKrEAvkB3f3q2+oZ8bqjpHjnP0SsvLOBYamjiUESH5weA416YItHxo1vUrbmhhs7DMJZrz3ZBAtg2lf7ns/RvfzeRkJ+RaX5Glxnu4TX1/vOkJ7jsmBvM4EACHtQ6lhUjhW2/dqxt+tHufDmGtoEgNrzlohoqZ1l6vJg6E6VCxkRkuV5ZQqx2rjwaSUBEHwq01g7EOfeju9i5uYjXWleJYuBvP0oGqwO718JX2fTTLviFbznAOgoYmnj46m3bHLEUIGpqgFVBulOj5nTV0nW4Hax2vvvoqWZqSJAknFxexznJz/TxXbvwcnfiPmZtR3Fh9jI30aV+Li6Pb7dBstVhbW8NZi2h9m2tqp0fjP4mYm/2S1WHlDVRqfE1ico8W59G1Cf7/RgCDCjZL7yGGyoftHf5aAK6UJS6v51KHJN10RFE6rhsvTlBVzoeBH0a1JhEful0pMFrox4rCOk40NDO1t2rxmrUjGEwtAu/bgjVUgzA0LLQUl8rAx7ITvV9ae4JHAA/hVfqQI1C40rKshWLkkN1rKIGpCNYKMoEX1wqeNSEL3b2kk5PdgEAJF7KKzNgdi2Ns/fyGheWN3FCuFSxNhcR6L6HobiFasMUxxBIcDHsFzkAQaaJGQD6sCCJFUC9GvmcjFFlF0o4YfdjOOt9zUSoQi/cy9yHW1EYumU8IGuquNWdFhKgTkN7M6zmMfdZRyHuee5YwijCmIgwjdN2ceW52hkCfoyjfT6ADHp9xVFXJaLMQBH4zZM+ewdVC4I0kPsJn6UUX0sJxrVdyoV9SjUKns7H/SO6HJzOKiHQC7y2tlz6kCjuCBs450AqmI5+vX/Ys1aqwnuNbOe8FtwP//MOIqBZDGFQwgGIh5npa0g1DtGz3Rxl5l3rsOhx9dwqh24SwL5Sh8mN1juH1T/DQYGIwjwPx5Ac2S1KL17RM1P1pEDvyNFcLBkp4ow+tSHYIEYgIUw0vbN3pCy9tlmSyvWZVoeJLGwWRCEMFbwx8vumx2cPzY3eCUdNgZ9whjaS3kacV/dUBUSPmxls36cx2GGwMUVpoT7dxOIq0oCoMRVbQne8QJRF5mlNkBUvn5n0/Ryu1l7mXceScw+SGIFH3rOG0ihQqVBSbO2s/w0ATdkZyc6OOHrVyk/KLaBz5xzVCuJ/Ki976sV2i4Ry53b7EHBAqX1O5lhn6qeVGauiVFrdR+NKMqfDB5MlGhnM28sYPdkbZtezMm7ZDWC9wWny+UvDGsvEQhyhHTNtmADczMI60cpTWEQQC7AzFAryZXuQPNz7Ju5vP8LXd96NQJDqkmVRsGucZs4mGh73TzgR7MDGYx0WsPLO1X/kF4Tj5of0wfrNVdblKWBvhkdFcL9lQwhdXCt49E9HdxdSMAsV8N2Q2NVytHJH2PTMNeB3OmsJfAtdSw+zQ0D4W2/P2GOX5bOEQfTQvc1SG0p3rUGQljU4DZy39jcHW5yJK0Z3vUKQF6WaKKN+wWkQQp7fr+XaP7Rym7iN6FAN+HETTIen1zJeZHDr2nR13ewH27x+UhtXckhlPBOsEQj8zXB0YrHO41HgWaOttMD4jUs1RFv9kRD6S7R3Aw2ooxyECynkjX1hSoygtNLae3jaahSv5u1d+icKVfL7/EvPhLGeT0yRacbqriYpUsQ4AACAASURBVJzjVuW8lxmGj8b5T7CFicE8LkblINPh9t93ilEt2npd1C74m3Kj9OOPmH1TIW69YH024o2Nkvcmek9dpQicbAVsrBfkxmFEMHasMHLTh83WT8Rc2Cx5JlKEO2z93d+4Egg2tUdKz8TNgNnTXXSgfWhzzOb5XqAKayw68P01nXVYY7fCoKN60ANnbb2Ifdi+PxsD3dCUg4p46k4Z0m6MILP//CrnjedUpBhUlit1p46bBkocbsS8bGi/ibsdC/btxujeeVRR52hbgaIVqh2epa3JZ6UtMfVOUBBSm6K1I6obDbRjxUqssIPqgYp8THBvMDGYd4p7sTDVMlxMhVteZaKEfFDhBma7vjNWPoSTGnJdkyv2UQOabwd0YsVrKwVXjPW5pXZATenzv2+UXJ0W0psZj3dC5ruC1CSFO8FIEs+5urTkGEndMB6Z1p3KKaMcpjeKdb9MzSFs3b1zN4VFx3JfemWKCGEr8GHZ7p0Jv3t+r9lBGBmdx1Y5C45Lw4qGVljjiCpL3zgvQDCs/IbqKOUiE9w9ilqeKFbMRHordwl+61NYn5NOVMx3z38Hv7/+r3lX82mebT8BqiRECATWC4urO7FMjOWjh4nBfDsxEj+IFCgvc7eIcD3WFP19dqAiPmV6gBFQSkgiRTtUiLG4tCaAJDXrshNAr8KuFqxMBZQOmlFAKxkf7xhlHQ5M7pVzRHwJjG68/fQ/Z533Llv3by66oXHrBeVmRbgPGeso8Mby8PcVBq71Cmxh6VcW26v8BmgmGnVGvsMzmODIcM578rEirtt/jSdrBSFUXj4PJ3xo6qv5humvJVIhJRkWh0jF8Hqf1z9/jelzj/n8+wSPHCYG8+2EFm/MVguYDmkEim4oXB81cqic549UzlPzZ0JK61uF6UMW2pmmRqcVVaC26+amQn+PdwPPaFwr2ZxXXNywPBMEBHd4JThjCRKF7CPld/cYjXc8RSBb+LKf+7mDFwWNhZjh9QxbWeLZ6FjnL3tcjL0FvcPKURaWYW4pCuPz5g87SeadCuP4yu98lld+68+48Fee5vMf+Bz5/2P42uID/MAnvou44VncDrBWU4ojFFAEKCfcut7jJ7/ppzHG8vSf/wDf+Fe/++0+ownuABOD+XZCpKasG9isyGcjLhSWUvAh2o1ags8C3YCGVoTGUQwMqEOEWwtDaKHS4okg8S7pvnh7d3utsMRrJUttTRyqMa3Y24caRepyksqh7zGx5k7hnPd491PjuZcQEVSkaC41GF5LUZG6I63ZETarHr924zdIbcb3L34XS9EJ+qnhxqDy4vjDauJVvo0wZcUf/vT/gbOO3/rRi8z+bJPVnxryW+b3YUXxQ3/zY4y8zlYQ+K2PCJoAnDBc7mONpUxL1l6/PuqZ5sPqEzwymBjMtxtjiiImM/QTX8mlp3xHdmP9rjXWgnIwMxvRbAWHrpmtRNFIDelIaDpSe70tAUovVfZ6VnEtN5xMNFllmQoUJ6cjwiNcHTpWVH1zUCnkPcYRWBI+5flAWpqBF39vLMSkyzlhK7hjr/ZXb/wzXhx8BYvlF678Q35s6Ud4db0gTyuvgTo3yVW+nVBJSHOpy3Blg+DJsVIy8XWl+cAQNfyGyRq/2SyyCh0qdCQ8/vwpPv5j386Lf/w6X/NXv9NHCfrVnelQT/C2YWIwHwaI+OLu9QKnhCgUzndC4lAxKCzWWJqx5q3MUAE3c8NiQ9dyeXvDlYH4Vkzr1mE3Sx/y7YaeoTiyOd3QM2cBGyr6oeJ143DK64IuuqNR+EQE0YLJLbpxXGm8+wDZt8rknsNZR5UanHUEDc/0zZZzVtprKCWcSk4ea7zUpjXTEjKb8+Z6ySC3Pnw+G+0heU3wACGCJIoP/eI38YW3fpfgOZBEePpvnuWZq0/xrd/3EW5eXN1qy6ejAFtZBusDGu0E0bB0foGP/fVv43t+GK4NDF9ZLqiGlS8je0iiMxPcHhOD+bAgFJ9n3CgZdgJedyVPTUWcnvE6ss454kRzaVD53oOHDCUinJoKqSxcE1+zx1oxqnj3YaBu4FsbjQQYUoNbrmA2Ik4UwTHYpTpRVKnFlg59X4qxjzFmHbF0dq+XWRUWU1riVrj1mKl8baOqQ522dJjKECYB23nFvbClL3FRoaIaGMJWwB+s/jH/1/rvgAgfW/i3+cbpDx152h9f/C7+3pX/ldzmfLT7PdwcWi+j1g0nxvJhQKg4E7yLNz/waXJ6PNf4AP/xD30f69c2ieKI3trAh2BDTdSI6K8NiBoR1lqSxkgoRKHEMd/QXNLCZqR89KA9IQA9KpgYzIcFo04RXV/60W8HvEKBMY4TnYAwEDqh8MxUWKexdi+iOz3CMFA8ORexmBq+sFr4htMWb5RXcyjrGk8N6Pr3jdKHaUNFZd1YI+vDSTeiBJ0oTGpQ4f0g/2xXLd6u/GXk8e4uvbHGsXx5nc5sm80L6wSxJh8WmNJijaG70EUpRT7IKfISpYWpxQ6NdrjnGM55Fq6OVd0JRZNvlHwheInSeHbzpzY/f2SD6ZzjVLTETz7+4yiBz19LGeaVL/CPJovpQwERYtfiz+n/jGbL8N6ZNqKEudPTXrBotoFz240KOvMNBH8d+sdGyk3w+5cucr1vORnNI6nxKZnD7pnRvZvVbMBITXLZbxMmBvNhwshoztQ6spXjZQf9wvLsYoxSsk/d93hYdqfRVEpoNzULA0UPf1MqwGrllWF2tztSAhZ6pWU1N5w8BvNVaqb9UaXx7jfciGFcw1qHsxZnHNkgw276tlNKKeJmxOqVVVSg/eLmIB+UdGdbO8d0Dlc5TFZr5taKQwQQdQI+bD7I5fwaAP/W1AePNk/nyIyjsF5yTRysj+osp6LJoviwQAENjfQNNGOMA6kjEA5//ftvynpPc7RZ02PlJyL8gy9+iV/84hdxwHc+/l6+rnPm8LCsrVWBMuMjROD/DtS2Bu/kGnlgmBjMhw31AsxcDL0Su1GwPhNTlJa4NnB7jdi40dyL092QW7csQwEz6jbf3eerDwVSi0kUVzYqpiNNEvrxb3dPishhEcy7xnGFFWzldoiXB6Fm7vQ0SmsWG/PoQGEqu9X/syyNZ77WBtOUhmhXTaktagZuXUazNbeaMfvBxlfxdPIk5XrJ6c7xcpjLmaVXWtLcUlbWb14eZVWcdxpEoBPCrZw0NSw3tBdXEkHJTv3f3fAOohf4uNjrURh/rW2Ug60uLjvCsqNx0rqUaCTHOWp4PWLYbhZs6VvHekIKewCYGMyHESNR624Iyzm9yvLSSsFMrJhN9B4t2fpNBwwlNGLFU52Ay/2KVSU4xf5NCGs1IduvWGnBF25lLDUCuommGSuio+TSxnQ172doFg42ojpS2LwavYE8NYAQxgFKCYP1IWESkrTjrRHCaCTR54+gwwBrXK3o4ruj2ML6EGyd393TMFgJc8EMqcq2NCluDyHR8Hg74GZqeKVfbesJTxa/hwuKLbWsWw3N4+2Aht65cdofjutDw0Zh+cQLL3C13ydQiv/ouee4uQFuaKDltr/vynmVLsX+pUSqrt+OvLYtWW1YE11rWzO5du4TJgbzYYYA7QC7WnCzFXCzoekMK56uIrqJIom2WanWuXqd3XujKBFOToUY41izDtf1gu5My96QzpQXlnerBWutgPXcEirhbCvg3PzhxfkqUpSDyhsKxV3VJd4VhC2nu7+RcvPCKoIQNUNOnT9B2stIeznLl1YBIUpC8jQnCANMZdBhQJxEFFnBqAfq0tML6IbGZIaiVxF1gr1lNHVYThy4yvrc8O2mKn7C4hwbpcWM8lUPQVh7gl0Q8e3M+iVpv+JGO+B0S2OtIxDZSpmPX/OlddxIDW/2SnLjmJuL+IVv+yZAyCroZQXDgalFSmqK96D2Kg9oAbYVTxoZzkT7DfBmCSteBIWAidG8D5gwCh5mjMIts5FX61kr6BWWL6wXfOlWTl76sGNlHblxrOUHixmICJ1EMy1ePo+ub7XEwGyHgER82Kcb+J1tZXFrBYVzrBaG6jYNolUdQgyaGhUoTGoPDFMdBmd96HO/98rYvwPe7TVt664mZW4IowAVCJ2ZNsONlKoyqFq9vjXVRGlBa02RlZjSf4Z5mhPEAc44gsgbfhUIQUujQtm3dMWV/sFwKiJbKTzx6IgorWM9t75USPBe5gQPH5QPzbrNkku9irXc8mavZGhKKldRuALjqq1rN62EG6nPT1t8N5PMDihsRqyFzojAU4zdu5XbKzYyhnEKXqigFQiNUCHTkfcw1wofzn0Q9VX/P8PEw3zYMerwMBt5CvpGiYkUa52QN1ZzphPNjUFFI1RMtYJDmw53m5ozzvcufLNX0psRz4wV/M5ZZPuYkfj2Q6mBXkV/OmStXzHd8hq0jVDqOtBt2NKhQp/f04FQDQ02t+jk6CoCzjlMZrBVXbYR6dsyb726Ty1KXm/SbW4xoWF6sc3UQptRilUE4tYCWiucm0YpwTkLTti42SdqBiTtnb0qfa9Ph608achZtvp/jkMnGpMbok5AlVaUvaPrzIZamI4V1wvrF9DRgjfxEh4+NDUMKoa9ktc0XO+v85uvXuLbzp7luYUZjLNbec1O5HhuFl5c9ZvWxQZoFYKNUE4TBzUbenxz5fY2V1BApIXSOt/5T3mPdlD5DXOihdlYsQbYoL6vS+c3v5Nr6J5hYjAfFYj4foJxDP0Ku5pzaSriam6pnCMwjkFpmQkT4vDgfEocKFIsT3QCvrRe4qZqT7Oh91EDqj3c0lFslrwk0BhUVAae7gYs1g2UnfNencktQXN7HNE1j/AY676rHNZC2AmwxmCGBlcpdLJbrWj0x/ixvVfpjOAihS0tpqh8+Ue07ZMGYZ2XrN8vddh1+mRr38TjyCBXqfEe5z6KPr6cxRvTKjXE3ZBspSDsHE39R4swn2huDQ1Ke7WYB6OeNMEdoRlAaug3FT/3J79PVlX801de4//9/o/RCXeWIiVaeH4ejBVC7cBpqLPjivrHbmdQ/PUaa6Gyjk4onGk78iqgqjk/zjkKaygs5MbRCrzHOhCoZqNtT3OiPXzPMDGYjxJG4bpOAFpw64VvdO8cVaxZ7gS8eCvjqamI6dZeYpCIMBNDqBRBrJjrVywbDme2jvRu1wuyWzlZ3WrsKxuOZqRoNzQmt5jUG0tPr/fHVYHC5OaQwffCFJagDkepIEB1vLdYDcx2fSX4kKv4vGmV1sYyNOCU390HChUJWKiGBhXq27f6OsRY2sJuSd/lLickwFhLIAGqdjdFC9FUQNU3qNrAm9xsedi38zRDqT33StFX4kt/jpAHneABQ8SHTPsVpnJbfWedc1RUWAlQ6K1oj3OKUKm6isuxPAgZrqecXmhSWQ5QfHQ4vEc5Ffka7At9R1pVGOv3Ukq232bxrcPmE81cHHKxX1KNuArJPpvhCe4IE4P5KGJEPmjqLe1UBhVureRWNyCzBc+YkNl2gFI7F2ol/uYDx3ysWUkrnOBDQgex6wSf0zR115TVgnQ+5mbfEOHzL2Fb7+lYIsor7hzVxXSuDnfqsRylgEoUKvaGS1C4yrNWHULZN+hIEK3A7oyTighOOS8Qbxz6Dnpj+rpLQ9je9hSts2Q2I7clkQQ0dWtrviLbq1jUDRneyNCRJmwHhK0Ag+XXf/tFlteG/OD3fhVTnWTrWKHyYe64lir04twTtuxDiUBAgRoYPvHC1/PJa2/ynU89iQgs5zktHdIKvKfpgCu9ACWw0K74+V/4fT7/5Rs8fnqaH/pL3+Lvq/Ga6LHyLONgNXes5W7PvnZ3inxE+ltIFFcGQhXUhj01O1MuE9wxJgbzUcXo4h85IO0AQp/j7LUcX8KxlBvmm4Fv9zVmLKTO8801NXFmyELlwzft0Id9d99Yo78DgQQoPDmlKi1ZZel09P70MfFEoGrovSyp68QOum9tYWuJuvFH69CpyLbsXuRpsM55Sbtxr3aniENtwFTd3HqvaM9tMRInGJfai1TE0AxxWFKbkbuSUALauo0g6FhhMosKFa3TTWxuyFYLstWcP7twnV//7S9SVZbBIOOv/eDX0Ww2fBo5VMwlmsu5RUcKl9vtqEL9gTq3d+Gc4G3CdAQbJWerDmcf/2pOzsY0lKr3OGbLwxSEpXbJqu3zpbWYz750HWsdr11Y5X/47Cf5C2c/sDNnuc8NcmgQCO9tGufJY8uZwY42qU3tmbOxmjCv7wEmBvOdglGYaMbfxHlueatluZoa3lNFLEztJJ+ICEmsaCkhnwr94rxRQhQfnDdztYcZKWYD4fR8RBxC5nKKqmQq6OyaUm08rKXsVYj2TFMVKW8Yx4e2Dls4H9Y9iB0oPuS67c2xj6rQTsM5yq/qrTZKgnUOuU37srKseP2Nt3jssTNcvnKVx5ZOEzY1FktucvKsIkpCrHMUUpBVORIqYpXgnCNoBpSDilBpgmZAK9aUg4rogjd6WgnDwQaf+tTneOKJx7ne77Es8HR7CrM2IFQRLi9xGxqco9PtMuj3IW6Sx82J0Xy7MSLGzUe+uXS/IpsJURJ4Z9Hp7U2cg41CWLfCyc6QM082ufLbr2Bn2rz+r6D8gfcRqrHd3DHZrQ5q5SHvdV4aVJSjIXTNfRgY6MrEy7xLTAzmOwk7GLUGNkqKTsgbg4pGpOg0d1pCrYRYwVQJeaRIdb1NPUigwAGZIZyOeLwbEgaGnhmiEBq6ccCUBN2oSTt4Jq1JDdLeaRjNiFa/IzI10o8dHfxgTdssL3n11ddZWJhnfn4WrRXWeA/N4hBncUZx49Yt5hcXEWsJtH9udNjx+eR5wUsvf4Vef8CVq9fY7Pe9jF2REUYhm5ubzExPs7KyQrvTIYwDyuwigjAYDFhYXCAOY5558ilMz9Q5WcWHPnyWT1R9Bj1LLLcYDlP+6NOf4+f7q1jgZBjxI6efZJhXWOdwdSNs019nZXmFeHqW1pPPTioGHhaMNqqbjkFhWc0r5hJFsHtpVRWRWKKg4vqvfIrw2iaI4NovELixdmFFHVW4g/TBdKQ42VCsjfMGRgpFyzkYPfEy7xITg/kOgxYvA1dqwYaKcGDoJY4b/ZJ2QyFb9RDew0q0xinINN4ObZbQCVCJJhChGE+U1L+LEsJAESlFoDrblZEH7F7H83oqApN7mTkVbRspZ9ye9mCe9jD6W8AF+zzuEYYB/UEfUYq3Ll4kiROMMWRZRhRG9Ac9pqdnGAyGXLhynSzLOHfuKZKpaQDmE7VjRFHCqVNLrK6tceLEIhaLMYYkiel0O57BWxmazRbtZpuZ+S7Dfsb62jrz8/P0e33i2ZAg0bhQIRqqfkUQBPz5b34vINy4tYKI8KmrV3FfWqOwlitlwVOPPcFyUbGxvolqhGitKPKC7rymOTtHMTGWDxe0gBbKoeGtnrBelMw1SmbDBFUTehKl6Ru41F9Dtaqtt77wnmsoZXCjPEmv8qUgd2AwN0vLcr5PJyMlntU7qHz99cTLvGNMDOY7DB3j0NdXCBemsJGmqYTCOYyBPLP0bm3QnmmjtJAPSqZLi9kccGKmTX8hISgsLq0ImyEhMBDHUCkGxm7R8irnuNQreSKMaAWqDgfJkbtQhW1NNTA4K1ueJ24vi3SHsWQUcrI4HFr2estT3S7GOpQoev0+j589w8rKMlVp0DogyzOSJCbNMk6fWMCUJQuNmtO/a5VpNhK++gNfhXMWEUVZluTDAt2AIApZXJilLCqSOKbZbKKUUNgC7R4nywouXb7C2bNndoaN6/NTyp/z0ol5AL5jfoZ/ubrMn167xieefy/d2RneXC8wSQM7E1OJn14kvrTOTtzLhwtbTPKS9UCxkQm3UnhmyjIXa7QIxkTkWZfZUHjqv3fc+tUGzfc4fuYv/CG/98YPUkiTURxV6vTB7fKWo/utGiMIXRua/d/X1LAypig0wR1hYjDfQRBADTJMPyN24Kz1nUmMI2+ErNsWrVZC2stYv7WBEoXSCskrilsbNJxXtRks95E0xiqFywvCpVk83RZQnnF6Y1CROzjZCVAizMYatUs0weGwzqLY9hxF/A5YJYpircQWCjXSTVW7z2cf8oNTPlQre7n45849iYiwudmj3W4TBNBqxuRpRZREtFpN0jSrDZwa49Psze2ICGEgjCYVBjGR1mykPXKdkVYpVW6Ynm0TaEFQRCpEo4nCkHc9c44gOFpJSKAUP/8t31yfn+PCSkFe1AufG9GguW/C9hPcAyQamhZWc5wSBrMRV0NDK1A0RXCDAWfCkHSg+S/On+Tyf/6nnI97pNW7QKaItNDAYDqKwW0OFYujWl+mMz2LEyF1+PtzXLHLWkRpXO24FgCtwHuwMxMv804xMZjvICjxDWzDuS5oRVhUoBUUBtduoJKQMvMdDlrdJmEUUhYVzekm6/2CKgxxcUhDhQShUFmLDhRDrbdLQxINvZKyEbAsFdY45loBF0vL2bYnPGzfiwe0L3EOk9paBQdA0Efso6l3GFVvNB0OiyGKFIJifm4GL0TmcKXD2IqZ6Xm01jSSeM+Yrp7nQXJ7xhjSLKORJLTjFqu9daShSJoBRrywuwg78lb7GksH1cAQtPavCfU5Usu1zOBSMykpeZQg4sOdHd8EnrWS1VDRb2oiLbz2+hsUZcna2jqLi9/K0sn38/LVK6ynX8XayouEKzG600E1ZnBReGjdpC0LLr70BU6cPMX8/BybN2/STBoorcjzghNLS9y8cZ1Qa2bn5+llBcHUIlVD+bZxRd1EfoJjY2Iw30EwzrHRjJFmjIgwLUIxLEm1Iwg0STukM5tgK4sOPekm7RdEsSaYMnxxs6QCJPGSeG4qQToNcjOmc9nU1JpcuNKy1hUG64Xf1JaWx6dCtFJo5RV0jDNbMmEj2MohGq/Ac0cGQdhdPqJQIAbnFDJWCd5tT9Eq7FYY9E6Q5zn/X3tn1iTHcV3h72Zmbb3OgsEyIECCCom0FSFH2P//1W9+sMOWKJOUuBMDzNJ7V1dV5vVDVs+O4UCmAiJRJwKBQE+hqxuoqpP35rnnvD4+5uHBAf1ejz3d4Ww1JRSeTahIJCWV9M73UI05oaG+6ffbhJiJOa8C00XNrPLQhBj23eGXg23LYpzASUW9CXw1C5iRodfvc/TVV2RpRtM0/PGLPi9f77MzmDIcjTCpZT49I28KyPsX2Ze3nQb44KMXHH3/HeJrpmdnDA4PWUxn9Pp9fvj6r8zmC/LEUW9KgnH0dh/SqMTxs0XDtZVth3uiI8x3ict7UT/TxXsh0lGO4gsoykgNzsB6VrI4WzM+GGGs4KsGKRz9TEhDoBQIDtQHWNQ3B563VWZmYBYt+so85vF9s2hYbDzj3PFk5CgcgBAIGL1Ejtp2Gu+B26YOL3Y0FQjRzACJlmOXRk9UBTwkxe1iofjPfzWKTBWOT2KKycODfbwPLJYl470dyqZi+nJJ6hJ2i13KTcnGrgk2vNHDVzXujzbrqFxMBu5KdRnDKZTPJhW+VjZ1QJc+ijS659kvE9ss040n3y05qxwHT59xePiYWoVF48nmFcXDZ+Qmg17MuhTvWa/ba+UuwkwzRh+8oHj0AVYDww9qkjSF+QyXpuRJyrCuSfOcqixxWc5Go0C2yQysiKMwnZnBW6MjzHcF1TgbtWpie2T4tynj7j5FazrZs4wTIXMGnyZslhOOFq8ASIuE3k6Gc8JBZpmtm8ghbe4fvTe0bkSimq+25yMsHuX1MGFWK+ugPB1ZCgeNVuQmP3/+Gyc0K32DJdgbIP78dw2x8orkF4lT4mRl69N5AVdYmk1A0nBuYbedzVSNat2tMCd63ypffPEXDp8+5fMv/8rp6RmLxRJF2RnvMJvO6PV7CMLu7pjD0QErvyZ1CdIOsDZVYL3Y0B/3EKApPcYa7LUW62bVkOaOzEbCt0ExRnAKTef/+cuEXhKQVYGySSic52UtGMlY1IEQLKVaqqJgdVZHr9cg0RnDeVg3d55ikBge5JavF4aVV7A59WJK/cOX+HzI8KN/BldQAhRt5yMoiYnmGKtRrIBjPFhXab4NOsJ8V/AaZd57KczrOM6xc3db762hQB2wzmFNdMZRVcYPR6gGjLUUg+x8H/HpOGHTBJo68KMRQvgJA/Dt8HYiMCSS87SmGiecLhsQ4dnQkrlrhpkmEpTfBGx+d1tW2j3K8+pRPNgAIUHb4XC9cvzFV6clQhuEsFZML76mjbKZ1IgVXGEjUXrFVwER4dnz53z22WckiWM2m7O7t0eappRliRhDuSnpFQWz+ZyPzXMkTnGef4a6bDj9fsLk5fw8azPJHGmRsllW9Hf7+Nqznq9Ji5Ry0zBSg19VFBpoHuzwSjqFzy8OqrAJ8X5uFHLLZAmTyhKvyCY+cGulMRKPux56cA/rZa/wqLAcl56yjYHrJ8LcCl7MG9eh52ZXVuJzZ1qD67Iz3wYdYb5LbCtKZ24aQ/4caKOiCqOoE6oQKHqWrHe7yUCaCE9HCV8ebzBEriTcYWSwxfZmyyyMQac11V6GNIHjUvhomCAIdV0znc0YDoekvYR66TGJ3uLWc+3tt+1XtWhIUFMRaLCiqDqI1gTn5Hp+PCBiMKlBg8eX0XLuPFUFuULYqhqN3L3hD7//PXWosNbS6/WpqhqjUVXsEstyuSQvcgShd820QVGSLKVclCCQ5ikalMVkha89Td3EMZzUMTuZY9OE0FYVxljeMBjQ4V1i63JVt2MZxaVVZNMSZemjYX7PwY696o4OSGiN/IPGY73C6FInwWsk0Z/Yux4lhswKD3PL6SZab1TZEPvRv9C3t8fJCZAbwYlcGJwM2+zM3bQjzXuiI8x3BSvQt/GCFYkp6T836gBWaFQ4XQUwDc8Gjr67XZEqIqRWWBqhQRFnkE2I+Xr3vZlSA5klrD0nVnjkBBGHiCGEwHy1xORCmuziehZfBsjCDeP26wgeJq8W9MYZ+SAHQozxCoqxBvV6kWYioCoYux1l/ssKQgAACsdJREFUAZsLfgN1G59lMkOzurqcFxFcYXjwYBe/aVW2gLOW0V6fetFgC4uxwqBfnIcEX96/VFUS69h/MibokLRIo3cv4GuPiBC8xyYOEKav58ggYzprqIMS1g1LK3+fBVSHvw1BYwRerXFvcdFckM5p1XZhJO7r7yQYFwmtDopXMErMUm00qp+bEEc8cnuxaN6eo+euGrFfQ2aEg8JigIPCcrwJvC6jUtul+Rv/ngCFE9bNxXVlc4uPMSdRft63nRjoJ9AR5ruCtKvUv2f0ThGNl8tefJB/t6jZBOXTcUpiFXvpxig3FSEopbcEURJjELegOVnQz5/SGMFYQ5A2i++O75UMHfrqCGdy0nyfdQXTkyN2dsY8PTxsCUQQJ5wsT9mTHZwR5A6le7mo8VXg5ZcnjB8M2awqNChNHSsz3zRkvYKqrEiLBCPCo9/so7od+zDYHOz1qZJr/SuRWHXabLvfCfU8nkND3PvknIjlCmmGRgllAANp3yLm6u1lz0dNLh6Ie4cjppVnclaz3vjYkuvI8h8LXqNI5kF2EfZceiiJMXN7KWqiO5QzkdTUK9TxegkCWof4HpmBcbb1Yozvr+32jGkX0W8grNTEzNTMxL17J/Cs7zjbeJpbLpnLWvIAzKpwxct/lBiWfagyEz/btI7drp7tRpregI4w3yWuJFH8HWDb2bB5TT1KSBswXvnjpOKwZ3lUXPi5np6eUTcN/cGY48/+i8e/+yeOj75nvVzS7ztOf/yRx48POVvO6X38O6q7VK6bBcv5Kf30Ka+OX/H6tWd69D2Hjx+DeqqqAuDw8An/86c/sbuzy3q55JNPf8uDvd3YVr12s/raU5UVeT9jfrogzVOKcc7s1RyXOPJ+RrncUJUVSeZwhWO7b6SNJWj7ENOYoCJGrgo0LuGylR+qpCOH3wRCHVW5xgllEIzEgN942AVZ3mUgfx1r7/l2XlPTCrSKO1YNHd4NrMTKa+Uj0dUBBmkr2Gu3U9rrSAMsm9ahuBXdaaOxqtxJo1T18rWhCmWILd3d9E6SarQVqEl0e/IaOdaK0Nzi/nSZMKE1Err0wqwOJEbid+q3cYFViOQ90yj82y7oO/IEOsL8dUNaFVywhLOKcpQwK6P7yJelx4wT9vvuvCt0djZhMpmzmk5oqg3GJTx98RuWyznr9YLp5IT+cK8N3HpzFSTGEAhookxeHrFpNiTW8MOrEyRs2KzXHD49ZDKZsl6vMcbw+OARi9mKcTZErNwQAw32CnrjDJMIoVGMtWAahntxYBtRpkdLRgcFw/2izeIMNEuAEPMy24/dLH2sDJz5yQVLbKEGQh0QG9/AV4H82uC3iGB7Fr/ybzVb6iRWCkEkPlRdd0v+w0GIZLc1Nd/PYjtWopJcg4IzqBGaoJFAG43Euh3BGic3iUfb4+at4O9SJzYTwVUNxhoSa1mIUgXlh2XDrAr8bpxias/rtSe10fM5MUIPmGucyd42Ty7frXrpz9uPWlhh7dsfbD9v1VbEyyaaMXQVJ9AR5q8fInHl6ASmNYueZZVbgsJ/n1Y8Xnqe7yTs7+8hImRZxmhnnxPpMfzgGQfDAUeLEXvjfbwIZSU0rZjoTfB5n/HT53hn6T97Tm/dkCUZ0neYcsUHO32c8Thr2d0Z0e/3cc4hAWxi8Zso0HGXqi0x0S9WgdjpjCWucTEDMBHYeTwEqVA8SMCvG0KAdBT3C2EbTH3/Kk5DFAJB9MBFt8kqt8xdqt6eC3oHEgMj1xq/B3720aIOPwO2avDre4upieS59vHXViCXmtgpGCVXW69wXnVSt4RahSi+Sa5WnoVA85cjeuM+1axk+HiMHxcwK/G9hC+tRf7zW9LEcPDiIVlZY52l/PqY8ZMdzLggTFe4fo5flAQfUGdxo/i69DN0uUHHBWka91nW/pK1XtbuZ9YK0wpMEi/W95w0O8J8HyDtTdxKycMqVliVgW8GCad14MXA8fjgAGuFnbGys6z48WhFYSwv9ob8+TSlAtZ1A5W/sxLyCr43iv6VAImyntUwVWQwIlTCi17OeJRgbiEIMZZ66blpBnBJ/Qqggkpo5y9Na4dnIBj8xhO0xo2j6kIbxUhK8GAs+Fqx27BqbZ3/biE7vwmIAVdEwwFtR20uB0qfY9uWe4OJwe0QKq/xfa9Op3T4R4dIXHsNXGxpnpd0b/hPDBrHxxqN92Pezl/bm6K6uUJ/vw+jAeXxgv5sTTpZMfn+lN6HD/AvDqgWJa6fUWwaZt+dUotA45HjOX2E158fMdgfECpPs65IBzk94Pjzl+w+3WNxtqQ3zKMD0C1wRsj7hoWkMKmjB+17Hg/WEeb7ApF4se+lF/2Z0sOkYlFYPgtKHZRnuynWCDuDlMw9JHEOYxy/Bf53UrN2reqn0PuvNm2rAl406FnF2U5C1dQ4Z9gd3LLfJ5G81Meu1wVu93tNXQ3aqozFEypD8Iobxlap38AX//4tL/7tQ/76H9/w0b8+5+S7Mx5++AAIhABN5bEu7m2GENCg9EYZCBgrF+48bY/rtm8uTqCKZgg2u/+DJWhLmHLzwdnhF4L76BGWTVyZ7aU/2UkIKDZPUWcoDkbkuz3CqiIvh+QPhixUccMCk1mkqVEfcOMeWS9FrKGcrxFncL2MdC/BVw02sZSzNZI43CBD5iXrdcVEb1fopzbm5S5cWzFPati/e5/1146OMN83XL6xi7btMqupzyq+ULAIT3cTRIRecTFfuDd0PNoEFiEQlk3bPnwL0hSJK3Hn4bRiOUr487TiDy6jl9tr7nuRoNTrG1a020ozVpaRXQUkAB5xIEQTAkJK8DGa6/vPXrKel7z8/DWTowlGDK+/es3j3z5mvShpNg2PXhzw+tsTCMrhp4+QAK64EaMSq0guBD+ECxu8t4FINM3vdLHvARqNrc57tN1VYT3qs0Sxh2PWAEWC7PaYAFXdkH/yGJMapOfoHww5rfUi+m1cYJ6MmVlDUG2DhgQdF8jhDifWoP2MzfZk3BQJrRuNpkNCrKArH0dqBu69Jc2OMN9nbKvO3RRmDc2s4nMDKsqTYYK7NBspCE8Gjh9KzzIzcX505y1bNFsfWmtgUjEV+GZW8UmW36gyxQqhCphULt2b19uzLUK7R6kWJBAIVKHGaQZqMRJ48PwBs9czHny4j3WW/qhHMcgphgUoJJkj1B7vA0aiaCLUSjZwN1qvJhFCrZxPjSjUywYxkehNKhc/uPG5byI3Nx9WHX6FyExUxN6zO1OGrRT99itjhWJ8QMuGsyqcu/5cQXN11ni7C1Ffe/3SEpTUKpWnFfdtDxAYp3CyiXuZ76kIqCPMDpz7ws4aqtOKPzfKcen5aJSy248tUxHIUsPHfcfXwGzR2vn9hBT+1nMlREHEouFlatibNzwcXXUoMVZoav3J9uYVM3UAbwkbUCyEBAFcknL46UOefHLQjowo1WpMkjrGTz5sk8sE3z5EisFDQh3IRnElfaNjbARtLuZqQh0w6cXs5tsmsJyPXb6HD6BfNS6Peiixuly08VpbAdH/8/980SjL5v7eUEFhNzOsGj0X+QjRn3ZZh7vtnQ1R7TutY1v5PdzPFL1lfqdDhw4dOnTocBV/e0hghw4dOnTo8B6hI8wOHTp06NDhHugIs0OHDh06dLgHOsLs0KFDhw4d7oGOMDt06NChQ4d7oCPMDh06dOjQ4R74P2ms3NLi/vG0AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.AlbersEqualArea(),\n", " scale='POP_2010', limits=(2, 30),\n", " hue='POP_2010', cmap='viridis', scheme=scheme,\n", " legend=True, legend_var='scale',\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can fine-tune the appearance of the legend using `legend_kwargs` parameter. **The list of values this parameter accepts depends on the legend type**. In the case of a categorical colormap legend or a scale legend, a `matplotlib` `Legend` is used, whose keyword options are listed in [the matplotlib documentation](https://matplotlib.org/3.1.0/api/_as_gen/matplotlib.pyplot.legend.html). In the case of a colorbar legend, the keyword parameters allowed are listed in a different page in [the matplotlib documentation](https://matplotlib.org/3.1.0/api/_as_gen/matplotlib.pyplot.colorbar.html).\n", "\n", "Here is an example using `legend_kwargs` parameters to reposition the legend:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = gplt.webmap(contiguous_usa, projection=gcrs.WebMercator())\n", "gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.AlbersEqualArea(),\n", " scale='POP_2010', limits=(2, 30),\n", " hue='POP_2010', cmap='viridis', scheme=scheme,\n", " legend=True, legend_var='scale',\n", " legend_kwargs={'bbox_to_anchor': (1, 0.35), 'frameon': False},\n", " legend_values=[8000000, 6000000, 4000000, 2000000, 100000],\n", " legend_labels=['8 million', '6 million', '4 million', '2 million', '100 thousand'],\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example also demonstrates the use of the `legend_values` and `legend_labels` parameters to customize the markers and labels in the legend, respectively." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Power User Feature: Custom Legend Markers**\n", "\n", "> Keyword arguments to `legend_kwargs` that start with `marker` (e.g. `marker`, `markeredgecolor`, `markeredgewidth`, `markerfacecolor`, and `markersize`) [will be passed through the legend down to the legend markers](https://github.com/ResidentMario/geoplot/issues/35#issuecomment-507196579)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extent\n", "\n", "The **extent** of a plot is the span of its axes. In `geoplot` it is formatted as a tuple of `(min_longitude, min_latitude, max_longitude, max_latitude)`. For example, a plot covering the entire world would have a span of `(-180, -180, 180, 180)`.\n", "\n", "The `extent` argument can be used to set the extent of a plot manually. This can be used to change the focus of a map. For example, here's a map of just populous cities in the state of California." ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/miniconda3/envs/geoplot-dev/lib/python3.6/site-packages/scipy/stats/stats.py:1633: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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eBiAiFJIjpDX7WFKNW2+UdnpinUNnRNA8S1rg5wviqzFRI6tQUWtNLhkTO6EwxeDdZJIxc0cswiIRLRHa6LtSD7N1zGyjhdT1wz8+dHr9hliIMV3YAfs2IlQhkongxi/LuM8BpSk5dScoysiOiKo3OEqqyjKshvGdmfzfsGHajF308icIKBRE3vgamUxRY7fT9huOWL+k6wN6kaS/tDnpdx96LTOyGQzsJ3/sYlpjO2JkRsO+dvdmS37ccB3dX3h1hP7pLSFXqnEkaPoV2ZCb7b6fauACVahou0HTM8tHdsTUToZzyE3OiTvevp7OcPRNMRXWBbWPQVe7eKBdQlW5aCJjEfIqvgTAPwMYMdtNY3c8x96rNwhW3KCw+kvF3Zrf17kuHW/JGktmDeq2a7O24jqqW/8P3M5ivgXXMxT9v4NGjAhTmx7oVixnR3xrZ5F6ZpGvz4h/+o7lbwsCkVwyqlixCAvGdszEjrti4W6J2GX8YkeuVJTWtwQNjOyIQnKs2OG8br0uIophbS8fMcjuuakTYR6Us/LFKP1cIEgn8zMZ4qs/33KUu8MOdytYXkenMDAxgcxeC47DjUmyq73SIRSBXZ5Sv0wUZHB1N7/Xr9dTuYWmIl/ZH/PS1lOPZGBvi4CPKdY0D3OqWA2kSkWTRpMpMF2Bcf8mm4c5dax5nb/C6s1Bs30PGJZ/t92n54KIUFohBKVeBMqXrNzPAilkYG9NuPzScEf7ph1/q9IEPjERU5brpdGOgtU+vRmJW58fqgW+U/ebm8fb/O/+4d3YVm7xShYVOlmLugXiVvC81bYLjMeuVs+lbKDGroptPVAabZj7+c5r2eRsDXIqmjqc/GERWbZ3Ux9uh9zLa5pkhteFpbA/1zfuLxdRk4pAG9tfsLa3cNeAPZwu0InEUVoyK5xa3SAH7EZ/Y++7fLv9dA6nH4jK3TwPH4nzBfp3Y0oT8RqGRp6b2cV+Xd8blLm/wmtL3OHl9NK6m4zc1HYqdBpO1ygMtub1JFAw5kGB8XtwmDYhAvalJOWzQlIRWHLhLwZC5dROPpMl2y1LomfC4WH9ntVthV/5mpPMJZmNA/BT3NjNnnSCbGcLu3OKb8+5GkesdczsOHlGXaMD33XkHZlRJ7Gb8bH9kBQNWO/rupcTuuxeP6CGFuY7DKQAOTmFCOgDO5X0b9VOyuRgCMiLx/TZoYpV8tiVLs75ExXravc/W3NXkoPSvwyfUQjqHoZJhxXD0arGfDHZ+abelUF7DB6yj81Y1OY5tdp28SkHPuCvFiy+thybbB2P0hTwVyKFFDiTblHUiJOMVv2tSy5BKE2RWOnSZVIkbC33hnNEQTQ92wd6PQAYg2YFUq3Q8f6A+7UTILYK+5VSXvAJ0RebQwpJHLnZk602boXS0U2AENFVg9QeXdbrFde4SImwqoHWoyEi1sDJNBXGP6aN9C24HxEipilZGQOth9FutcRW2wc3u3wq9N11N//dn5MgxLeXLEaB4BKRbTNeNbaj1KOO2DG8U+nJ1E2JPrKKKwSzRZZ04sgk65Zs69t6lxekKiD6uJ6XRQGXH4F7GCYBm794TJ8TBCGXbMtbf67VhqpC1cLbiyQ5raQqgiJDxwXy1QlYQRsPtU9KFLMSsk6Y0Qf0Ykn841tklIGzqQbVWeR0kv79CBxumKwkqxmUt5MRX4eGkY5uvumFn6ziOZE3IzEKzmwHwM1meciiIlwtqL7JSfyH3Q+/j1Gppq4Uc39J1WlA9UYpeUklUzuhNGXHNVnTAMwtWZSeTaXSkyMfc+FwlxbTrm1C/dy1cnqjWuAFt0NY019m7h4vmXtCfUDfXsCiwnx1ljyidAI3npNkDiY7duIMUhwjr2bo1QqqFilztPHon98jv3mdDN0DcT+CZUfm+6iWPy89/zBKJ7N1IVvB3e3g8KG92Q5BXye06erWWnPRXtL4Ca+LESO39oL6Lr1GhPjjR5ovRowKB3pL/EdkkFfpg9emU9AsJO80v6Uji+aD2mV/PoOBugva+8uPuCe+OVzru4dhaHj5LFAFrRECKjnw03rQu6A+oB/naNVivj5DHvmWfyyk0xPbVE59amjVEP/yHpkWyO++epTxQEgG6mRtuURB38/R7z4g35w+2HO6wzCxPV9yA0sPCHZVw1EJO+SGdnGHNuM+hxb47sP1JVKS213SaMOVL2hD4HWpzDIz0AmcOFjUVNEj4yMKSbrJ/fltnn/fgaU3LiNTkkvG2IzIN3rG9b3sFmGJFTNIoMgeo6RdKW0ya0+wPvcedfec+F2L8OdkfktcobECOwHzfN107gXV9Fa/WKAXC2RaItaif/0I3776yTNgz3l8DZH4l3eYN8dwNH6eYwnIq2mKsf75HfLta8jub5z2j8rqWvWyKmQGsUIhEDNzk2/RqS5utj6CNBmDBqpYpQLXR3I0rnOhUiOCpOdtxfChDtxIOino2wuyN6cYa7diQX2a/zr6LBwkBc2i65Cy2ZTAiR2ImP25hT1B8u4KeKrUq9EI9p4PX3jmZVxEtU30i7gCnlkCZi90/buo09tcDOY3XyBfnaV4iir87fxp5Ck/B8SkmTb8rhr48QIzLp/PKPUQgbMZnE7RP72Fur13tOJwHhOkcExQTJ6cp8qvWBrPq+ysIwwqzD+iRpDxER2rEQDbNJhmhZQFjfFPHhxfxRVVrBmZEdFkHE0t4+vZgn5VGiJt9ERJ7PAIWHFbDSz7/nC9Mma6HTcfZq/JtFkbp6pDNm8X5AmN0iC/e4C07vZ24CuPLe65BDzwnCQu0JiMkcYAsUas41PxYG4gKnq+hI9XmG/OthM3Isi3r9C/fkwT6XgCoxzJ3bOmxJ8Nywb98Ry6EMZwBZMyNYD9FF6hgBynILh+9wF5fZSC5wcee69h0sJsDyMBnOCMMDoaUXx3CccOTtokWxs8q/aKZW44fj8n9xE9/SKlIzXi8wxXN8hk9ujxeX0pV5iS0tRM7IyLKBznsrOuVb4+Jf7hR3J3gpulwRkigPadqdYZOta97A5hqVvs1gH3Fin3RcJPZqAi9+rHJOBGz5WkaIlh2ZlfSYvW2KQl3adGVPTjFZxfwahAfv0ash3XbQzyzVma1OcL9P1lGj+jIgkK5k99rzZdiCc0FKuG+P17zNcpqH29eP2TQoBpiTiL/vUD0no4mRwU1zpcwRLQJiK5YeqE7HSGvP0IweK/+xH3akJrWi5LQ20VD5zIhDIGcBma5RhA2kuyy3NiUUIxfrIblokj55gYLVVoyYzd/bjzDPnmFeZyiZmNSUqUwtIrzqQlXR/0vqupJawNzDYJ7sBS/43tVz5p8N3bxRZB8xJTV8TRPSa+gl95bP54j2nbyGoyknSqEkjKTIq9z215Giwb9G8focyQX79JsY59xxeBSYFMCkQ18XquqhQrOZ2mSfUkHlRvlPqM8NN5z/rDOearU5j05OfPwOMrsxRrej9H//gW+fbVnYZ+76dbk6QjHooRRk54VyvHeUE8K7iSBhMbGvGEjpBTZ8KFAZuNU8CbiGrEj0YYBNc0mKsL4mR2/2XIBqIqbYTzJnLRRKwIx5klN9vqkT0CyjJz2EWNez+HVzM+1IHcSEe+zG5ItdxmLFK9nHTE047MuSFvsg/XVS0f061bsxzxTVISzYrDjL2AK5/KC9goV9AIcYmgHSldEVHADffmk6AN6Pfvka/PNibpPSCSODknE5iUycDNV8jXp3sm1T3KNqSLZ97RgPVghJiEDzP3sOt9bmQWvjqB8wX6/QfkN2/2fv3w6VBHRKE0yuWq4V/OGxZZi1qlwbMy7WCUIE3mJtZ8aD9w7s8BcJLhTEYQJZbj1CyzfVyL8ajwtgr8ZRF4V/UKjQ4julNzuwnK3+rI4ptXtB8WNJWnjcpR3vehS99LDQn2t14bCoo3BuL1oP9d6L+fmUd07RUhlhOkbTFNtS5T2QeFcD258WD0b/2UbdTYEOO6n5+qRe2UT2aUVNG3l3AyXXN0HoPMprf88Rj97n0iJN48KIc26tNOEHpNFXkkl61uiX96mypIvjq51yqk71z9qQqG5XgMeZaezx4cZph6b8kJs7BkfP49/9H/yNHrgkWs2TXgjKRuJk1sWIXV0NK7LwkRBM0LpKkR3yLVsuu00leiHXajrCSp2H84yvh6bBlZodUkt7srwO6MUFjhYxCiET5cVBznyWOrgrLyEa9w5SN+M3C4A70heWxnXr3lJ/YD+BAYQxxPIQRMvbrbOBmwT6DHtHV+qhCuYBDbA2MzcEfAJ6QLtAFWdVp+PdUhRVIw93SG/uV9OsaAzigdfCwBtQzTTx4ocawKyzp5IG+OkS+PD+YlJW6eZxmWLMJirxz1k0Ikneei2vu1O335nIgsF9jxjLywfGsziukb8knJynuMWWISIXyYUILQFel3FyzM/Zw8y3FihyyXWgdFiVRL1GXI6goJgTg5QvvYhyrS1slguXxnWrzVhmmWMXEOr5GLMGfc9XO77oXE7lxXIdKKIFVNE8e8u0oD7cuRpQlKac2gkbdvSfccOkraydKpRKxmHDziRYijCWZ5hYQ7uE0987t4QsqAVhAr0vLNIDZHzQTkwOXlU53G+QKOxtzkizwS0r3xUfjuA3x7tkEglMM8Va5z3BT0AS+IqkV/vAAfkpc0yu91j1v1fGw/EIiMzRiv4dNpPdku0bAHdxomf/6e5u3f+Oa3v8VFw18/vCUbZ5wvLmmblr/7+1/z449v+fI3r+hixhjMFicoOfl9kwA7RBoUiFmG5ImwmIT1G8ziCtUkAyK+61dnDFJfouMZtDU4R2OFKjas4ooTd4wThyEy6eV2bxglZeEjb6uAV8+lRvIi56/LliYKJ7nhso2UVhhvcKRu84C0C/BuOg03lDMfmH1L9Iv7a6IjgpajZOztHi9FwDwBuXK4Lo0YrZMupy1QM+4M0gOu4TGImmJBd8QwHgwh0QkU9C/vU1B3oKU85DrvEfzux5kP6dhvjmA2undAPmonbKhNJ9H7dNJEB6PYTxe6O/qp4PKMyw/vqC7nnBSOqxaqpuLy4pI8z3n79i2vvzilKLJEdByMkpCJw6tPUrSxoaFm1Ek5DN6GJpG1TDLU5YTZDNd60IjmJbFrqmlXS+LygkpaRqHAWEttU3fcRLBMtW2bGuDXLoU2KoUNfFEsOZ43MM75etRgGeMk9cq7bb7u8o6UgGy8aXoXuVcruL59uiv7aQSRQJSA03V8RFX5UEeqoHw9tlucqxv7MBYxFvFt6vm3+0DENiZKyGO8GVUgQFzg2xXGlaidgTwfZymVF6X5eOMeXyyT9/AAtvHBEOBkjERNqflfvbpfacemRvu+e68Klyv0qupIipp4Qa1HTqZwfFjLrn7k9WVZV2HBMixx4rDdCuZ684Nnxx1DY79hikpWnmDHI351XMKq4ZW2XJ1C23iyzOF94M23Z4xmJbGToN0MCp+4YwKRVVhhxbKKS2y0lKbcykw1scFaSxMbnDhCkSalFYt2jOowGtNqxjJcoUEYBzgqZhAjRiy1NqxixdiOcF36vvUBI4K1BivC68IycuAbQ5GP0emMkdkvWbpPnldIafDBe+rOef253BkzC3hasyKPI1SURlZEAlYdgqONSh2UPy88l03kODdMsz1PVlITUmnqtPy9zWl6gtS3EhF/joYGm83S0u0pU+DXEFV5V0XOm8CXI8s0M+umDj7C+RXy1emzHHsLInA2QWJMzVNvM069rIh2TOx5Z2hCgOkoeT27tvNdlq1qkC+Ok4dhDKxqCBGZHt56XoHY6YxtNmItpUBVKd1zt7G/P+40THXhGOWO2YnneDLG/+VH1DlsBhGfWOBYWhp6QmJuckCpY8MiLJNGkTi8tozNmEs/x2Z24AsJwqjrPNrXoW1yiJJxUpYxBbQndkLeVkiMZFeXtOoxxjF1IxZOkPk5xmREm/F//+f/ymQ65csv3pDnOT/8+CMuz1jOryhcwfF7g7WJ5Z1lGSfHs523YpeX03tpilLIuvAydUJJYl9bnVRvmaz9sjaIB5RcRxvLQ6WJ8M8XLUsfcUZY+Mj0Dn6BWofEFWi4nXj5BIkYgRTQdOMunvR8S4Lea/xh5fnN1KVW5xG0quFikcoujsdQfqKCYRHk9Qy7AzUXAAAgAElEQVT9UVMA+ttX2x6QD+jbS3SekhGSuUQ4/OYUrEE/XKF//DExso8m6bybFl3U8OEqESS3lop0pMn7QVU5by9YdcoYmThKKYZ5Zvn8GhvsZ35XEZlYJpmipiXUFSbPuE08yGA4cjOUpL5XmpIqVqx86tNemoKRG1GYglWsyG1nmHrWNNeJimv0+kqphCRSWSDUVBnURilUOVNlcrXCFxmhnCFNzeXHc+q64fe//1dOz04BoW0bXFCCMbz9+GFoBTUqR/xv/8t/HK7vutBc98fBJa5ixWWYU5qSwhU3zlc1dQ2+K6hocIxi35M+dsHRNR9qZBMr3Qj840nG7BDSkwhalpjVgjg52v2dA4O1PsK8EU6KPgmw+WlATBdTeipOzh6cN5FXpeUoM4iP6Hfv0jkdT+CLk+R9fMo5JoJ8cYT++T36fp4ygSaFJ/T7j8goR/7+SwbFx80X1ZujFKRf1MS/foDWI3kGsxL51RmUt3u7hyK1q1/RaosTS9BILjmlFMzjgpmUn51Rgrs8ppFlnBl+NbbkPsPYQFZ/YLI0LMc3O94GAsuwwqvvemVNGGnJx/a86yLa0GjDxI6ZhysWcdkxtvO9NydN8K4XnQiigs1GNNZRimEiKaCukkMxGrwtLUf87//n/0GMyvLinMlsysViiRhh9f07Tr58Q3mcDOkf/vgn7I4sTi8Y18a28+Y6SRMxSPe22SWbYrHoNQN+W4xpc0m7ztisjWIboY3w7cRxmh8eE1KXI9WSnQqZQlIh3LXdtfM0AqVT6pBiy+Mth8Si0hmlTzDARzZ1eSHqBiP76SoIHgQR5OtT9O0l8fd/S/dVJC2/Xs9uPzeR5CWVGeZskigImX3ya1ElNXGVkkbbFCrBk5uc0nx+yzi4k/kNr0vDq0LIjE2aP7/5kuPv3uFGIy5ksRU7EYQqVp2uTI5IuiEn2RFXPrXxNp3XY8Uy93OmdkJms63JuvZQdBD8r2I1xKVEhJx8y+Pqt4tdZX+tDSNTcnp6lLY5mSLVkjfjnD+/+4CLwte2RI5m4CxZZsk7b/C6p5QIkFlacum6qWZpCoo83+kKB1K8bZe3dBvFYNffmqj867ylCcqbh6oB7BroCtHHG22ktr6i8K4yVB7OSmWS7fCwPnHQ9KQw/LAMHF0ssdMylYl8Di/8zCLfnCL+qCu+FMjvYWREnqEeL82N0hZchSssDSObE1VZhYaj7Oiz9JbgDsPkrHCce6oYMDIiasAVDlPmTGqHTE+48BeD5zS1Uypd4WOgjZ5alhQ6pjQleVYMcieKMjIlday3guCb6CdvX0Z8/Xu7Wo8nlcmUBg0aWEjOyJbM7AysS1QDVd6cKboCYkR/eI89zjlxFu2pKDeci/Tj1WPFYCRlFI2klP6uc7meftVeBUDkXhPpso3M28ivp46RvSc7PMbbYz7CrVpMKUYGlQcnSm4F8yjt36dBkj2Gk1wIf1vgfvvF52GUNuHso2VlnxKq65fgVVyRG0erASPmJ5e/3oe9hmmSBdQsmIfU6yqTVO80cQ3Re5wcUZiCKlYoShWrgag1seOkj60VucmT1C2pi4iiZJJRmgKvnsxs36A+gLxJbLyLBxQIfGw/0nRi7r1X06pf639LWm4UWY5Mc3yewZsjIgIhIGG7RGOzXq5vdimYDY9ut0EdhPCufdz//T6cprPCcJQVXS3dPblQIdxeh6jgV4E83x2TiQp1SHEl+QyM0iYkREzUz8oAfK5QlEs/7+aFUsUWRSntbkrN54K9humkaMmNJWoqI/Gd0JufCuMfVzShoTpeUwP6Dg9JEK5GEJZhmQTWMsvETsg0G5ZjhSmoY0PZt/2+tvzpPbGtpgIdpXxX5X/s0vKlKRmbUSfi5m56L85hnCAXS3h9lHiMzsIepnSS71Dome3dz87AdleWIsagG0tDMTu8KHYzynsYEfKHzr8Y0H0F0nuy+s7AaXk7sTRt/ukHtgIaFZO7z89b+gzRxIarcAUouWQ4LAtdMZXZZ7uMgztq5c6KMSfuhJmbpViQOIwkWZPl6wIjARPWA7Vf9ECSDylNybE7JhNHCKBB1u22NXlNVtYs8esD3XQ/h9SeGQxjO2Jsxhy5IyZ2QmmKpFIp63NUVdQ64tEM0y7gxwtEb5+h/cOLROpY49Vv6TX12KyRE2O2lmypVRPPSe/Zfe4xJu7Lzg+fW8HyeSBAaQVTZD9twPtngBQ2Scgl49hMqbRJxfT7GsF+BtgfYzINH9oVRszA15nZKVYcVzKnjYHZdysoc1ZnjtrFjSR3CoAntneKFl20c0pbUHZC4YIwNom9KiKYW2qGtrTCe2/lmm64kDqX9s5V+myd7bqxz9EE+e238Pvv0LNZUitkR4Bp49x6Pe8mNjTapqVtF0/qC5OHbW4hL27Jnchur+PJPJLoUXNLdb1CbCK22L7nPsJVKxzl+tmKN456wuIL9kJJ3L9+PKVW94Ezd/xZL+PgDsNkyCitsgiLwdNZxQonFq+BUAjNNyOyOjBpPMblrDpt50wcTWy4DHMMhhg9jbaEEChNie06juwLaF/3TAZRtbhCUcZmPCzp9rmltx1Dx2Pk9askY3FLRmQwap0RSZ16L1nFajCSyVsbc+yOEO1Y4rrjep54MFzPiN78gu71mMwOPpQCbegpn488v65guo6GzCi5efw+RSQ9rztqrV7QhVRCIlVaLI16RnacSr8QYnxck5TnxF7D9JdF4NupDoFkRVGJVNoSuvhPdFA7i0ZhXLU0uRCMsopV6lqriifVyvUNCVptb8RmDung2xcCl6Yg6KHaN7d7H0oKoK6n4d2eSk8dWPWtnEmxsXXzy3X5iahslbNsnstdx7j7wiKmWqHOJYkRManQ2Sf2uAS/n4V9C10gM/BmvP/eHnJ+qjD3hkUwhCh8UTxdMwJd1Ykt/WR7/GVi88XVaANScGJHVGaJ9WOCCqPb6kKveaTrjkFKpMFQPGuMaq9humiENzGQmYxcMhSowiq1vJZUdpGq+rNEbKUij3NWJllrgxm8jEjEGdsRErPE/bk2tAIhERNvae809GzT1FX3SVpAbVS/B2mxmm1FzLj234IwszNU4SpcbZBMhdi1ZEo96Dpyom4HwG/DQ5Zvpl5ByFFrkRg6eoCATd5EHO1u494dCLODUPrDwrDwwjeTwGMELhWoYsr4neWB7Am8pWHHPt7oZ/iCm8gk43X+ijo21LGmMAVzr/x+bjizlt8d7X8BLcKCwhQoysf2I6VxjIwhxiXOHmGZIM9UgrR36DUB6gATmzOxE67CFYFEaU9qAI6xHa+zXtJ2J5qyVX3w+dxfYMVy5KZpCXdL2Ukvl3KbcepjPQOz+0AP5zaoKqKKxpRtM7pdEb+LCNlTCDLjsNGmJpod26rRmkxy6liziivoMoS9h2TFpjjVU7xoxBAnR0hT36r13Qfkhd1e6K4wzSxPrPbHxpcEOMs8XoXC6NPFqZsWfHhe9YBfCESEQlIDTR9HXIUriqziP51l5F0GfB9Km8bu3F9Ra0MMDZmmZ9mGc9QozjxPdm+vYQoqlHJEaZIr6NWnpRht5wUlb8j2Kel8xNHVAm+VgFLFGiOJAn/sjpKXA9wWYO5dlVrroSh2H5L8bdgpMXIoNEZoPbA2ILA7YN7Da+DcXwx95DLJOHKJYd7EhkVYDNSJOjZDe3KDQTIhl5Lvl55pZjjpSkweEn9SlyFNlVQEsnxdqqbwsdNAB3hVGGa5uXmMHZdYOvhYryWGHwoRcJKUvp8MCvrjBfJq9vkGRz5DpLKq9OviCIO7U1lCRHAkyaJVXAIQut9kNJSoFfA8ksl7DVNuhLFLEZh+OZYCZzpwhOrYrBmkxlLkU858xYUL1PgUoDZp8vUcJK9+yHBtQkSwupYg2eU19XVrhUnV0UnC9f4qkkMKP3ewam56Rnv2Z0TIJaPq42YE6liTSUarfjBK/X76JV7PfXpfR/7lsuWL0pKZDCN6f1Y3pOX0aIqplrQh8oGM0FHXm6iDR7TwyiS7Kei4yws3Ar+aHi6z6mPyrMefIha9TJIfh+sQ/XKwT+frtu8Hkp53ClkIpcu48C1v3OFr9L7TNCRl8s2RYaTgufgve187QZXKg3SxIlWYuglHbkZpCkpT0GhDJIlPnftzzp3HC4xqn+IYYsglkSpdxxz3HRt7F/oOt4PutcY1+7qjC2wyxbVr5f1QMXWZjZLGzT22t1iO3DETO6EvVXnffmARFpgN76eXcRmZESfumDf5a0ozoomKFeGqVf7recM/X7QP91CMIY4miG9ofWDpYemTkFrWvRWbqDcbzCrEx7pFJM/qsjHP38A2Kvr2IjVO/DfIX/LquQpXez3561iEBe/a93z052k5b5RJ0dzLlvRx4h6tyjBVFJ9+n4G6sT/GVEf+6aLlP5xknBYFrXpAqGLdtcWuu5NtKUyOUeHSz8HBrI3MfEbuMspO5lY7j0nRnZk5WGcD+jhSG9uBVtBnBoyYpMGEpIxY1PVy8kAMN9t2pSr3SEEngxloYrOdshdhEZLbm0vOzE1TS/Hu4fZvuq9HltIK/+2i5aJJUr5tVNxDAzsi2NGY2fyK1k4ICE7gKBeWPpWX3DAcAuYewvW3KUYKsPJCE3hUsHzP0QFF382Td/s5tiZ6ZvTeUibbxe53IZN8GHuK4qWhjNP7JVhuGKZOSAIIcUnUmsycYSiIWiNiEB6fmNo/lIKybCL/dN7yD0cZr8sJIjAyJU1sMSZltPol18iWyStSZV5ekK8qnPVosc5zGdZExX5ptzlpb5xgx1Adgszd93qFyn5JeRc2U/Z9LElRogTkuIT3l8ibKbi7Rd2NGEpTok4HsmUday79HINw7I6ZdEmBXddljfCqMJRnOd8vPR/q+PhIjHUcT0bExYp3ZoSIYeIMR1kySjf2f5C6gLIKyvdLz8c6GdDfTF3SQtq4rt/MwjOEfLSjuzboD3NYhtS08oEDPmp8dDzyp4RXfy+DIiKDXG6rLVVsuVyO+La4n8aTiAwEa0gxpki/1FJUPUGXiBh8nKPaPEnGbv+WhYFVYLHw/H8fG/51HohqhoybEUMda+pYgyi1rLAm6RQ1BNQaPElQrY41y7hMcSSxVLGi0fqgGwM3Yz793/vAcqPNnS5lKzWVuaSVqhv2iRmlx2P04gqpa8xqcdCyTkQYmRFjO8arH5aepR0xtZN1vZ/uXmaKCBMn/I9HGf/+JEsaQ4+BCJoVnI5y/p2rmMWaP88bPjYRIzsahsjdzQiCJuXM/37peV9HvlsG/rwIW0Yu66pvPlZyn9XwnVAA8UP/Mfm7N9tKjvdEHRvm4eppTu4nQGYyam0O+m7USNRIq+3QAsxT8WYU723XDYaJHQ/zLwKNbj/rEK+o/VuiVigBH+Yoj+Ot7X/SIlBaCErrlT/MPX9ZeELnIeWSd0ahJWjEBEcTW+pYkalQqqMoZjhxXLSXnLcpkxU1kpuCXIoh5uQ7MmYfY9o+Dbn178My7wDCpVWLYPFSk/KGnTCbhZhZVqXFS0ztog6ASNKJyjdqjxJVIOkqN9rwsf241THm+vZGhON8f3OBgyGCFiWxnHCUGX4jKwrfDMfagkKo03md18LfFmYwrpC0tb9bes7r7fu68vHGsrCN7NZqesylqMBFjV7V8OUItYGHstFVlTrW94rPPBV6ysZj4jApa2sGyaC7jrcISy795VBGlokjkrFs8nvfwt5v3ZRIqXd54Kyfj0jSqn8M7n4FWYGRRX0k1JHfX7b85w8NP64CRhwzOx1OWukmZlgl6nvrQNNyq7DFsNTz6kE18WUwXfD6UddBbnLm4YqrsNjtoSAYHE4zMi2B1La8Ngtqu0RLg1EhFqkJJxq3JuptGJsxJ9nJ4DZ79Zz7cz60H3nffmAZVyzD6s6BecixDoIIWIuUI+z0iIkE7PIKgt/2BAXcKA2ezCin5bYBUuBDHamvWaEm6o1AfeUFZ54wJh0i+uN5Wl7/5jjVPz60KSQMHnX+ifWHVNNx37XvufCXB708d6EKFauwpNZ6Z3fpTUQiq7jqSsdcKkWJhveNMLYP64jTxmbruAH2+kOqHr0luXUoDvONRSA34IR2GfjhyvNfPta8qwK5KVJXEnGsQpWkdQlU2hBDKrY0GI7tEcfuGEOKzxQbxaW5pEaYj1n7t12c56K9SG/HWwyB0xzB0MgKZd2QE2OJKEEgWksT51Ryt+vvjEte18CBkkEPvF/iLcPyJ3lbYwyMJmhRIv5aK3YFv0rDy8f+zDczivDVyN4IR1Q+9eZbS7bAcfFEBb+qcLFE//BjioP87jSNOyTVPt17d9rFltLSxg5jTDd+nwe9d3MVFinU8Yhj1bHmKixS/eUdASKDGdjaXjv5XGd5lVvyPTGf2zw7QZi52VZ7p57WfCvE3HGWd+Pgpy0iYDSx5qLSePhhFXhTpuBzqy3LuOyKfQ2teOLYINETJAxUgV3LsagxZR0eGM0PBOZ+ThNbAoGLcMlr82onw9xLk9ojScCGHKtZau8UDBIEnCFKRBSieKIG7C23qeeKLMNqK0N3fQge0rPr2aq9RVJH3utaUxse03Gxw8MUYZYZRk5Y+vXnrcJlEznt4lNXbWJ2PwkRe9kkQf9vX6GFA9u1kY45cHjjzF7NdBmWXZgh3OlpPDUikQt/SRMbzrIzRubhov8TN6GKFYF45z5EZFC9uPApPnfkZszc+NYxlsZxZO7nHQ1ofa4iMsRxezh2E2d7m2bFcajPcxv2b+2vuWMiKdrpU9n4yitXPnkcXv2GIVAsBvUtVVhSd6JxfalJ/ybrly+BMChPPgRtbGnVD7GcfcumdB4OqxlRPCoBT0OUiGlSjZvYHBGHwe51SYMGPrQfOPfnW7ws2fjZZIV/VlDwy/2TdeKE/+kkZ+LW526gI90mjGzylp6Cx9S+m/P7/IylyRjMe8xBb9ZV3oa+K8i79v1AZzGk+sbihgTM8zyTzS46wIOXcD28poTDLtHDXejjnf38aqMfvK2+WmJzjvTqr/MwH1o8bUK6QEiPXG7eOVVYqjBXA2bS/e3hsbW9V6lva7TdoX1TGFA4rwP/z/uG8zpixZEZN0xII4YgUNGpWnZGI6Uuq6E7r6picYxMSa+zNPzuibv03wkaWITF9hq46/e29d1uP1Zz8jhGUSoz7wxVBuMMH3xKrYuiocKqS5/dcvxGG5p406Dqxk9u8icpOH5yCLjxfodZRDgrDL+euGEgGgFn1omIhRfmjRD0XhzVm4gKjWd2mrPwhhgFQgG61rlSXQfqF+3u+9l7zyNT8iZ/zevsFW/yNxy7o41JLTynUeoFBWd2xtiMiLckP+7aT/975a9SjMwcxmPKJKO06+4n1UaTS6+eD+3HreqEVai62k625k2PzSW+ALls1z6qppjTSiEiqDY04R1BF/e+7h77ze/YwQ9V8t+3zxSiEoOyaCL/7dKzauni94kIWYc6pSwJ1LGh7bSGg4aU2u9+NqvEFGUerpiHOY2mmrM61re+cVZxxbvm/ZaVH9Kam9sIHUUg/a2RFUE8Rh15HJF39UO6qpPwpM3JGtAdD6lHKsu5mxPz2Lfls0EhrMJBS4OTwgyZ+j6W1Buhozzd1ferR7juqujHK1YuZxUMIcK6FcW1kiRNjvwuD01Vh+Vbr/mVCpLNzqzubkQeG3taxhV1rJnaCTM3Y2J3F1nvOv+ocZDD7bX0+9VIacqD7WkuSRFkYiddL0Yd6jg3ex2ml/v6pZ6a1V47L9at2nLZHf+pVVCgIBLjRVdH93Djv79901Gnq/y+hi/L9agUSV5TBK0j50b488Lw9WSt0x1RGgvORyRPAbwmtkzdhJxEM9hse2QwtLFlEZZYMTRdjMBimboJEzvBYjv29/qN1xs5SG+KkR11qeFtGLVEAoLiNMfGDKMG6ZYJKkIWEp0AAcknlKuWLoF3A0YMPvo7Dc+T0ACeA3K4tO7UGb4oLd8t01L3+4Uf+rstvaHywpeT+3NkUIVViiuhyuL0NdMs8nqUnl4ToAmCSKIjBIVFK0QVchNTFxeTfnvveRlWjEx5o8HF4Xj88zp26waju7Tpr6P36KtYcRUWNDGVeR27Y5y6RAw1jlzygzymPjRy4k5w4rhkznl7jtdAZhyv3NngPfb6/BZLactUZiXrJhx9rKzVFgOM5KZSRCBRCBzJm0rXXWAf0UzzLl8eZg5WAS5bON7QWRZBjKasSRt5t4JxllFmJnkmArUTpquGKycUdkRhLEEDmWRb2kqbD0+JQ0V+f5OXYTW8AbuDA9wUm0OZmDFFl+XbXAamJZl2HVMcoVti9qoGShpEQ7FtViAxYqolsdzdUDF2bXB2ub8bJ/V5IkKowg1p3V1wRvj7o5Qk+OvS890ysArKvzvOGFlh+pCGsT6gP1ygTYt5cwyTgtea2kYFTb0fV15oY3oTL1shAmOnGFGsSYZr8OBQ5mHeTeizW6V17sbjDNNmV+lDEYldC+8lsBYWbGOLl5zYSQ0dHqdMKhcpTGEIXWF5mh/HQ3ZSVVnEJV5bzrJXlF1hfDon5SrMqWM9xOomO7yl2MWWFBgb3ViCCY8JgN+9pQic5XDloboWb0rqcOCVNijfXTlCXLuCwQCqjJvA2JRMzGSr3kdR6tgxtrvdOuneDL1kbveg+grn3mD1pLPCJL2ZsRkztUnvqehY6T0ioVvnC4bkOSUZkvUASue0vjYV0GKUlqd1tTOAMrETztzp3rKOPsT/2UE4yCj1mDjDPx5n/GbqEtO7jnysI5nR++uD122iBBQZ5rdfwLRM9X4CzijLVvj9heNjbXhVRs7KSBuTsMAsTxnAKghe18v2Sz/nKizSdJCH8XUOxWMJk9cRNLCKKzLJeJO/ZmZnWGwXU0pj8z7LOIuhMDmLsOAiJBnoPmySmXX4Ib30lyh0/RLXKiBXfs6lnw9GqfeGrseWViqDt5TxdFy2w+gCTuA0T0u64wymbstzojToKlJhWDQjjsqu6hiYTwpOa7BBwejQ5LKfrF5bItlQnDs2I0pT0mo7DDSvgXjNK0ldVhyvs1fpNK49NSNrJvO6bWZCkKRuoFLjtEhxpQ27NBhOUSjHmOUcDVlSity480aSYZy4CXOfOE/XjVATa67CVVqKPnPX2qSzkLq4iPaZlI67q0lNUolESYY5eu71drdG+N0sLZGuWs+Xo27vuoNZvvMEFc4X6Ic58sUJzEo0ndRQJGykk1FxynERsQZiSIlggDYKPyySQf31LKAELvwFi7BMag5S3BgLj8F1A9QvuW5r1PoQWLGM7IiJHZNLTuayVAYiMsiW9AZq80zW6JMD679N7RSLpdZmyA72Ovs9fPRdE9dtqaE61lyG+WDMxnZME5bscv/bLttnRbfOzprHSdMcZphEYGwhK9G3FWQG2YxPiEAuaITvF4YqjHk1vsJIJIgyz4XT1RyaFqsNJov4PEe6mxG6JRF0lcuSlPd6d9N2y7JeXaCPY22mTteGrm+GkCZQkAYvDSAUcdwZKUOUBkWwmhHEJyMlnSPdGyhJedFYjpFqiY6n6LVJ2JfmAAOrfdM4RRKfRFFm9uj5Yk4aISxpZQFd2/JMM6JE2hjIKAgSCBKoZZHenm4C3K9aPzPC/zDLaKKlsHSFsZY7X+d1i/71Y9JY/7svUh+/jZfBKgjLVsiMUlg4yiOlTaoGbUyVUZlRmpC8pmmmZEZZhBWLsMSJ4zQ7HSR2ngq99E7TtT1KWeDlDurBA/ffDbYTdwys5aW9Bq78HMFgRLjpdfcE0fUcqILytgq8Li0jm5G5jPfth+Fzs5VqApHU3ac05dYLajOkAWkuVchG8e76DNL/JxO2/ovFdHPiNpnsu3A4nbYzPpzk8KGBrzaC4ZBKV+pIiMJHcRyXjsJ2Ko5GuSwNp3aE0YLoA1ItkdERYzumitUguVtKMRicQorEL7pWpd+3edrs2LtJLWi1JdPk1YkKKr3cSuJcWc06be+IwWLUQvTAqvvuQC5Ib3MjBBMx1RxGIyzrwS+kxp2lKQldBfjmIOopl3N/hRPH2IwfvMzYq8agig2WwpQ0XbmPl5TNyYwFDXip8fTn+PAWSNYII7OO9/XD8lb4gH73Hnl9DLNtaeH+Mqz8/8y9ya9lS5bm9Vtmtvc+/W28eX00GV1mZKYqkUCUSkBJUFBUKZGQUiCaCVL9AQxgwKgQghkDEEhIjFCJZAAMEKoBIDoVs6qCyKwkIxWRERkRL14T7z3367c73W7MFgOzvc/e55x7/br7iyBWKNz93XvO3rYbW7bsW9/6llJ66V7wjY9lLr6GD28tY6t8bRG4KoXSx6TCyEGlMaI4cQsKyb/0LZwQ6yFv/G1kVKsytdN7+URBlZAczMvG4/Fc1C9S+Ugsip+5OVf1FYpy6k6Ymekdiq67Y6sqdYAqEKV0xpYmVUO0ZsQOxp1L1gHk/XG2HEOIUVYmUXK60VQd1G6WiNO+VqhVKYnLXPt7r+sUTY156cK1Z6/M85eJhVWDJjC8zxCliORLH2ILoNzuXnwxDrEZBkFNg2zX6eJkgDv1dZc0pThHZjQMqfeusQWwW/5UGy21HCWnITK8BzwWUuV121QTmAiY7e4TmkHIIjO9yHHPl5iVh0dn8cFJG8ZaZnZKow0rv+44Iq2CQXuuq+Ya48yAWfsqVmlNFaLWem7ywUsmxuKLgto01CEgJorRCeAJqATaHhe2Uey6IXwJOEm7ybjTVAmfXSGL6YFT6luWOpWXDdgs6kkZidHSLFMWedzWnY+UIlFwGm3Yhm23MLzsnkaJ2ZCyXsok6YTd+x20K8oOPjbfGJmi22a1+ltTO0lp+cDKr8nEPUgjLGigCQ0lkYTsxFGHmtzkbMM2ap0dRLXDCoP2Cpqk754bSaD1dlBA3kb2rXliK7KJneBk2t2LFpMCOmqBEcNGBSeKVTr4w7U8WGCrUEg8ctASH9aIWIyOX0PV4FVNEt60bJqO3i0AACAASURBVA75TQBlLMhtwuFIKq2otGSbWmDS1J1j2h0/SlTEf8ZoxKf/daaHAGRfgaBTwUwys07zBHS3O3VJF78j74mAuAJ097mW0xIjNoN9dMr6xZLbjz9HqhJRQBUpNxRBBrjWMcDbJ63wUu+u5bvPgsaWhVXCDdoGhm0wHbetNSJRWtek6MPTsGFLRczMEHykcXwJIkr38oMU9GoN6y1yPj3qlDTxkpoAk0yZ5YozmkTpoLARb1rWwvNNXLWXiVxZhi2qyiwpib7MAoHL+jIV1V7fn01tv5PKpSBu1cd23MEOXj1Lf8uNv+kIirHKAYoHLj6ZZJxmJxQSFWHPszMWbs5ZdsrMTqNSgL858k0BGXKuWpxuZIUybFn5uGVvNdBmPT6VqrL1W0otWfvVoHIhS8xxi2Xu5p2GfSRR3n1N/WfQhCVBqyQO+erv+utpEzhBFhlcV/C4GELxo8gKX9U586LEJF7Dyq8AZW7nlGGL5I5puSG42C7Jq+9SraNek0YjJrXwpgPjIN2Elzz3SMevO9LYYH+9t9+OD9r3HnbcVnhqLBlBPKUNXC8sfHbBwhnk0UmkE/ia24ljHSo8kAWopWXBgullM2qteVFfcp6dUbxib67C5GRECZmNbjEu4m0xk+nSVjVg1LBqYGpJDstj1CE1BOtj04ImRHD/UHr9y7O6QT+/xHzlyd2NN4GLreHF1vDezGMlcpW2TXw6k0yZOKUKQukFH5TH44AV5aKumNjJS6OlNlK6bq5ZJwcSkiTzy6yV5AGiBllvLc9Mzll2TlDPOEVfrQjiQ5+rSOxGPc7T99I23WA4dacIJi5k3Xa5X/q0+3N3rSASExJTO2HtN1ixnLodTQDie9Hei1p3IHgrJeTEcepOyE3OTbNzjF7pFCwhoTldRr0/jrq7ntex13NMIjC2kdsU5/Du54mae2Mdi2rMvNh00cPab4Ao5N+gaJYjdYnPYoMDr56tlvgkut6Ccm0KM3KQUvaAHcWgY5DvFwin0PiurFE7LkEi+7jP+hUFahDLarnhcnWNc47TR2fI9AS9vMQubwjjKTo/ZaKeqrliWwVmdaAexZbjQQ0iAemtGo02EXPKXNSIeuBLbMV27auCBi6bqyTkNcWI4E1DTo61pG30Llsj3kTdbAFvLAQl4/6VbHB/XtWCop9dYp6ewvhuoFgE3poEno4Dn64Mt5Xh6cTzlUXgYiN8dGtZ5IG3J4FVLbzYGmaZUmQVtdbM3eyl96/RhuvmuovEITKcBcemicD6MA0+jMTbhEtuhgtJxFiipn2b1dqpFyTVigfcu7u65IgIEzumaqq4cBuTIOh0dh06+6kTlnXrLOLxfK9NU3/sjTZU6X7sR/e55Jy7MwpTsA13S60EhWrw1cP3SSQHoqy20iBYuEPZtW+vr+bUBwGK3l46E2hSitePcVIPMJeN3xBMzMKpLZC6wmQFKopR03W4bXGnbq/bi5xaTMnj7wUhH0p2i45NUe/jI+xj+lj+/Mc/4t333+XPvv8DFvMZmSvIrUGvblFzwXe/+x2cWBZugamXlI3luhxRuCpGS0ce2CZssI3hxJ3cO8a+c2j/PbdzJnZMHSI7fumXGJlTWIch4FXRYAiqiBgyM8KH2Jm3IKZxy4XDfXgLxRhyF9/j/iLTH8PeRH2p+YB+8gIpcjg7voXbN5G2O0uceOsarivDIg+8Mw2UHl5sDbmN2711qlF8SFGrEcPMzlg4Q601VaiZ2glWDIFIRcj2xlhpjZPYnDU3ObXWB3pObfSbS855dv6ascH9JkhyrDecm9PkQCVBDunfyXYqEBF8N6mp7MgUqeJ/Z324Yd8p9ukDZQ9vir/bnTGqWe6+V6uk5q7DM8U/PZW/QDA4c4J5STb49R2TSFxqVn7omEQiYKCwbiIg17dAYBtK5nYOYpHkDFpZlJmdppenimRJydndbu2Y46DdhL5rsuw0g+57ZQIYj5oaOfAfMQobjQo2yzXvvfsuVVWz3W7JsiSpe7tGyxozzikayBSeTTOk9hS2OSCkQfTnCiz9ilzyrgzgIRa3bhZHFN+b2Am1NlgxQB3XaglkjDs6hoZALrEjsBIXgMrW6MkS/8nn+NMFbj7B2MSW78ay81RtGvuOGx2bUCasXz+/QiYFPJoNQ5FXsMzCo1HAmYgpXZYy0BafmDHWDXk5d5kVi7Xxczk5U7sbdm6PD3Ht14ztiEIKxmYUX5O98pJc8h6Prm8Pi5QeYlYseWqiWvmakespL+ydw5lYTF36mPCoU83gwh3SVDLJUkQUA4FlsyTLsgE5tZVD6V/VSIZZuf5Ra6KjGvV+6HWDZYpqnQTklKCb1Prpbnsz/cuZg+flDnVrbSAwfRgtOHERiGsfdPBgY8oykwyncRvXWh9X6ohgtPB0dIJ3Cf/faxLAVMSiv3DQRLHdjX/nW9+kqmuyPG4La23AJ5G4mzXmw8/g3UcgNTI9YRq2XDcerzVZcgY+GIIK1oTBCnTtbxALE44DuAfEUXpvBTGi68BY6ujkyehabpHkg4ktzTdhi8MyZoLPA+VE+NPv/Qn1Sc0fT3/IZzxnLlP+6uyv8G33TR49OsGw1z1ZNXaVUYXao9frSMtWhdUKczKCxTwuDK/rmEzUiVKNuEZmhuxyI4Zxr4L+LgsaIiAt5oBOsM/L6S4PxYrpYISpnXZ9DPvW57D9ssyI4TQ74bZJrZs6vBVKv43t0Uy8rsIqzkTHtMjnUWdsjyLQjR1h4ebUVdQwi/y7Q+tf8USGOkz7feaOmWpN5S9AY5JGJMea2Uuv+80ck02Yku7tAZxEnfAgqLoIKves1cN2ZhI7yFZbGE0HoeWgfq4X+QzAb3bdI+LHkw/X+HLdX0CpcY+eOGq6qZH5cS9urSG3NpaeaJryqUGlWYzAnuA/eQEnY2RumMqE08zz0dozy2ORsTOBzIQITO7ZfVM3Tu7+h4/jEaDUwcfGA51LHeJaK7+m0YYaIaDkWaD0nh/zEd8b/Sk+xBrHpa7476/+Lr9df4d/c/IHTCbjuI2um5jPv1kRbjZIkUFmkZNpKisBmhOotki1QZbX6HiK5gWYO0KTvXEeTv7U0fc1E4hlKHleX0Tn4oZO5K7+D4Iws7s2R+2CORjzg6LxN7coC2Q5cYv47kgAjbpmt37J3M52Y0kjLgM4ye9tByYiFBQJIF9z4k4QDgmR7aI2kcMC3kYPQQqVQ0RAe00UjGQIL1fl+JI6gR05SR0oc4NjSqAeZECUKDmaSUaWFZjVNU2oqSWkqMh17Znaz7dEsZZC0FqbcYsNkB8eQCuANBHkVolAgzNHDqCJI2WiD0tg6ODqRznmm++iH36BVB7NLFVQbqtY3Tp2VYcQSTpGSJLDCztnxKvR91uwfwhaCpmOOz7X0Am0nKtIqpu7OeKFpt4wn57x4/c+jE6pZ954vl/8kCbziNeowb3eYiYFUq3g2x8czGxFIcshy1EEvMesl0i5AesIk3ns43fMxIOaDpGIi1nEUt6EyZ2ZKP0xNsejq7ZnW1co29JNHnDOSmsyXMRLU+ZvBzWky3pDx1VpxW2zxIpl4eZdXWbbaMAZl+CRLSGMqUKMLl9mUeWziQqfSUEgRoeTAQk4qMcAxRFVgWMmd05Cg5URzswHiau77M0cUxVSgdPezxuFwpKbKLu6OTKIbdhyUb/gxJ0wycewusbMFtiENe177ijqvyY3eZTNPcAWemTDB75YHaikJm0rzeENS5mPAZlx/9hCAkXmcQK/94jTQnh/5gmypQmGyjsmJmJBTlyi/cPETu+P7Lqd2zAKGjql+O+2Y8zu97vPOHEJa4hyLYoy8o71zYrbcFzbPFPDTz7/M36v+hqMc+Rrb6HWYK+B6lB14eC+WEuYn0Su13aFvbkgTOZoPmJHh2mBqXQPpAFTp5/ZHsj7atbiI3VomNnpUbE+VWUd1lw3N2SS8Sg7f7ATVJSVXzG1Ewop8Oq5bK4oTIG1lpvmliJ1YX5d5xT7+m1Yh3V31jaysWI7BnrkGTUs7JjcRB7TXdFgX87kqrnq6uhKLdPropHykCCLUqtXQsy0/WPvCzUZW7VoE0UdJ2bM4sj3W3szx1T6yFvaR3h9THOcFxBkc6d3rLRiHdaM8jNc8JiyRkdZBL5NDFdLjUznkyRP27Z/ipN5N0nlAdmZvgmgwYHxcXVeZHC7hfl0OF41HVkzJI6Q9GuXRCCNlcKhVw2KZ+IMb08sG5915LuJGceGDL1aJNPhQG+ysqYSkx5q0qjHINTUqbAVxnZMHSpWYY2thewXa9yjfM/J9S5dBKcWeTSHxbh7zn4ywyxvsOUGf3K+wwrvMAXCaEzIc6SuUG2gxQrFxwJjiA5JUhsgNRBeT1Op3eYs/ZKggbPs9EAArVUgvU5tjuKE34G+cH+0oyiZRJrLOm2RK61YmDlClB1Z+zWSPQwLO2ZRdWAngrhMIm/KDt8qk/jb3M2xBh6P7IFTat/dlte39rFBZb9cpbUq1GzChkY9G79JUEnUXNpfIjKBnGwgi10jjETpw4uCo1Jh3VsAa615555rf/OIabZ3iOSUnBHemthU8X43RLb1WypbYYsMt1zSFHk3cCuWoJ51qChMbP/UB3tb77x7gaKrfljFe/s7AwRkksU04j0hZq3VQfW62t31iyiyyFExeAIjk0eGbYgg5SSVLcRt1S6y0eRQHgJ+H9oOXwgStZwFQ/tmVL7GWNttL2JrdYP1oJlj9PZTvvLxe/xs+/GhgxL49ru/C3aIvWmW408fYW8vMcsbwuzkKH4UK9UVg+IsYB1qMpBeqjq02FM6dyubo/3OM69uTuJi4cR13aFrrWm06aCAq+aaRptuq9cnH25DGdveH0mqtLWZI1sQNHDrlx0W5CRWE4ztiNtmeZQD1Dq++Du5s0NQqeVAAldRrnss8JYkvMPAhLa2fv94t82SdVgfEEttcnQ7gcfAZX3ViS7mmrH0K7zuFuP20LnJGZkzntcvBpSggIlzoY3kzRgXAHaO8GWs+zerSWjCIYKYFu7CChN3fLL1ra3XAYMYgyO+kDGa2NWVNWlCtdFG65Xawtxo6e+Xb7F31m0hQGt2E6O13iTqc6u66xIiIC2C+BI9jQoERk03/rmdMTWTQaZR2WXnXjXa2xvgzjWpTWU2BiuOlV+zSs0guldGYheN4sUWezLD4/mDJ7+fJDei83JYcjL+1tv/GnlyroenFfz8DNGAXV7TciH6WtWNwoe3Dbd1G9G2JNi2UCJJ3raxf8gRdfH/dzjqB90RifpFT/InPMkfd41Zr5trLuoXXNQvOqXITDIWdj44V8cS9+s7z7H2a+pQx7S75F2WsL2muZ3zJH/MxB7ih55Ijn1WP+dZ/Yzr5vqoEurL7kHLBj91J0lvP2GgR5xcy2Aflp5kPMoe8SR/zKPsvBOjm9opj/NHLOycE3fC2IzxwEplEGJYM8HsQSrhCCDuwxrRzZ3XccxeP2LaaYMMf54clRHwWhM0HAFq2Zvg6RjGYrwfxIyRIDaiCTH71qWtU9SxLyj3Kha/Y7otsRgL6mKmcS97Fh2l7fm+Fp8ilnYAogFshiR8o9GGQgpmdkapZbe6teS2w7KY3vnaic5xVnvvg72QeRd5hHR+l1QbWrzRkZHZDJbX6KMxVhwfjN7j3//6v8s/vP4jfrr9OU+aOX9Zv8Vo8h7XzTWZyZiYCZXWHUYWTxidk1ndYK8vCNMFwWV8tvGMrWAEnowtp7kZRLCH19yLmL4kM2IGfdRizZtP0dCWbdgiCHM766rru1ca6SKtYxYI1NowNmNqbViHKOc7szsW+jEqQQu0X/awHYCVXyf2/nCByhIWeV90IfJyDSpFj3aDXrjYOUZEyDUnz3JqbShMdFCrsKaQnBO34KJO0aYIFkUkw8gYIRbNBw3pHjYHGFPsev1qi8wbOCYYFM20P24UDDiRlN7k6DvXpwa0ipNBHFxvcOcT2gOLSCzbMHspcL0b5D4IvXsDOPi8mtQiqIIQ+8kp2cGYO4mVI9sdAAkhERrjJ/q6TFYsYxmCoPdFSS0m0IrPLdy8G09/u7E7fz9ijE7PiuHEzWmjk0CgrDbY5ytyk+MbRbcNZh4JrBnKX1n8Hn81+w76LEaw16l6fsaUUmIz0YU7wfW2r4gQpgukqdE0sZqgbIGz3JDb4yt4d620IP3rb9te19rtyu6eRpG6whrOs7M7uXEtfleGik1YYzHM3fylLPQ2aus7JWgXEU+215GnLcuKdaZDi5mydm/huW8qCzFKLin3fm4GjjSTrBtDLJu6ZS2G8+ycqZ2xaq4xnRZajqQgITNZhCu6RT7JDPVil/3uzS+zN3RMeuCYktpaojg1XQaoNWtiIWZrgcBt0rop8gJ5fknGYlD0KSIYjcWMfV2anaN4wIut3ZcOTNRFegjDcPNhE6XFtdp/pxGpDgTx97Nq+8duV1OI+NombNn4TbrGgEtZpVheMEyhd7FVit5MFWBTIvMRYlLThPWW4rNbdDFiaWrMOxOKeUHdeH7ys5+xOF0wGRUUoaBeeczjCb5UCMJWa6SwjN24a94pTYNsllF+OC/QLBVKq/J4ZLksA7/YeN6duEFhwJ13UWP78dy8eYr9mB2LTts2X22G1wgUdreYHB9n7Cqy9msCKwpTcJ6dP0x7SX1XnzY4JrGE5GDMEiO6bdhGMUVMt4gb3TISDwRsggXuel9FBHekPfp9kZglSlSv/IomNEyMw1obdwWApGgyELr3tN2UB0A0ilh3x2tpOQ+013ZMmnZgB0F5FaDt3hpycpN3DS8DgXCk707sbrEidyfYeU6otujocG/eYgVtrdwB+fAOu3ebp9DgMRpi2YI8wB0NnFxacUySS0mQV2aywbazHW98d3exbp//ErMlwsbHFbUwBWUo2YQthgpPoDIjznSGvljCcos8OUEyi/rojMLtKs5yY9HPLhFrEGtwdQXvnLCZGBoVfBWwZcNqvcZ7z2Q04Xt/9MfYCs4fn7L86BpFqZoaVeXtJ0/4zW99E0LArG+RchvJk9nhC5/bwCIv8Toiexl8plFB5yc3AQG+c2oe5Mhe1drtWdUj+3mio4g4Gny+jioH3zxtyI+Moe28fNssu1KNthL/aJF4AsnbLZoTx8ROuPG3g8+1Ovd3Wbutn9pJRxeo/SWBbYxajpB298egRzCs+/rdiQgzO03b3hUFWwx+t0NIjmkbyi5RZcVSaWzl1ILqzvTEDXn4hv0NauVogaTBUTS1dSqDUpaeyWQc67lCzdIvu+Htb69WSRT9ZFSQL68JLic4lzCUQ4ylFZOL32+zdMejERiuwsf6s0vm0LJC9strDi47Firu32EloMYgqiDHqsoi3G3UHDi/Vlp4bMe0HK4mFSi3cr0eTx4s42cbdLNBTqbIu+fos2vE2sjCthZ5+5RN7sltwbpeY9VgG0XyOblzNGHDxseMU8gjGL6uN3z2+ec4Y3jnnSecv/uUjz7+CGMsLnOMp2MKlyFNA+WKkGXo+BHQKmH67t/RydZMXPHgMiEBChN5b/aeSfYmJhKF+PcTxIFdo4Onk8CTSRTU66tZtHSRWutOT6u148qSpGxsanzpZt0YJkljqY/5ZOLujNDaKoigMWqO/64JWqJ4RHIMowNcpx1DJGge77B7n1Bg21ZdVVn6NUEiPaAvbeKJ8r+x/i1QE/XVao2yx62eu5IKRHrHf1lx/Ws7JhGJrZs2+0W8wNYTrOWGjDNj8Hi2uun2uiCDfnAxEorsVbUFj+YnmOcXyOwkljp0h+7xidiB3q21DS3j3veevVtvrIJElrlNUWByTMdwqWMOLZ43bqOidApdC6LM9sYncVRBQyzv6H4saV+vmPUWnYywaaW69StGpogFpEFYfFpSzOfIO3PUpv38V58MHngTSkpfRv0la9iGmqzI8FSpeii+ROt6y3ZTkp9mfPU773HqTvn6e+9Sv1hRzGd867vfAJSxHRM0YOsKNjf48RSxWXfd8T6Y7t5HxcMx9wL2/XsowsTBt071TlLgvrVB9yt1ZoEDMLuNoqxE5GCnnRXxo2Wz4iw77SbR0q8G+FAmrgOPj9kmrDF7E9CJxRmHDzvHFPZWuZYcatL45nbOTXNNZlx6fluUJt2LEqXpNLb71mjDZX01iBIfahu/4bK56p7xUmFuRhgU0RIQNn5DmY4dCF1mMaE5cSsn8b5ue5fYb7h5l70Zj2niolhcj00lIjCyqMIXm4bzUaDUZcdzqLXplB6Bbos3tRPqTUAwfLJcMjYO++KawglV3bBarXn65BHGCJuwid0k9vbNfUBZe/8a4Dt7IPLAgoKGXgahxY92KF5dx1XEWouzhtV6zWSSODCqVOq5uV4xGo8xhcOZHhFUEx62d24RQa83yM0GM53R6mC2RL1MHLPnNfl0hjw9GWzV99e8QgpyF2kNI0ZUpupIdS3BrgmxZGRjDdNqwiwv8cHzo7/4KSfquL2+YFuXvP/uu/ixMh+PEO/R6QJJjSHiSt4H819///WqDRpe1zH1F7GYkZszMqNO7aFVr/DqsTgWe4D2/nZoYqcd5ta3dgHzGsX4+lUMjTbUe23lB4trckov6heMTMHczsnEkZk8LeCeJqx6300VC0fGsPSr13JKsKsi6M9TJzkqDQRB98if3feINXUmAfNoJF322VyB8NJxvZljyqPGd9zO9WeLQgNbZ0AzcpPhvScQ9rZZESxriW83VysIwieffMpqteLtJ08xt5d89vnn5FlOVVe8896TtMrtUve7o/V/0GrSDC+x0xM/xu4VUqjT/0F3OETg6vqaH/z5j3j3nXcZFQU//OGf87Wvf426qng0HXH52QV5XvDixQuePXvGB++/z6goeOvpo975koNsasQ3UHn08xvka291eNTYxsxkFgzuYoMLBnnr9CgGNsDPBAyt89DdVsMnMqvP+Ph2Ql0qWgbCNPDVRU2dlWyrkqdFwc8vvmC2mPP9P/0z/tLv/BZGazQrQCytdnkmGXP7cpG2X4a9bkFv/3kWpoiOJ+E/MQt6wzps8OrJTR5LVNI2rtEmqkoky2TXYqlv7Zav5Y9lqcSqfWr1HpcIGDSaVJSb5qbT+85NkTDGmHb3YTkoihVx3JXhtS9h5B9zqt31mazbQrbjqkKFaNTJhyV1OMStCmnZPjEiDMAqvDoZ5M0ckyE6pzIM3xYn0ChNUG5r4WyUU0nVcR0yyVIGajfclV8jY3jxySVPnz5huRzjRFiu1ywWC9595x2KPOu0h0xb13bnvJCDVXyXmdlFQoNpPp+g1ysYnRwcrY22zk5PmY2nbDdbPvvsM4y1fPH5FywvLnFfew9xsUyhKivyvODTT3/B06ePeYtHe6n9ZNZBYTFnYzTb6UtlanErg352FfGk9xdHQ4RjoH7/Z+1EiaRHx7qasGkkRl2JX6RJZfNrv/EBUgnfnI7wZYU5g9Ozc0KSgwkaYgrZxxS5EzdgTP86W8R8YtY1EzcgVarGurdbv+zuXZux2nGPLgerfG7yozhJy5xucSjp7Q4g8vvbVvctibjdDkamfNURO7361Nq7ZixQNV/AHmBtzfEOJK1cS9BwALbvxqodz/AAg9Wwk9hJVmnFxIBXiTjX3u+Fw6aYBhgLrHSXOzfIgXDdvr2ZY0rbNtY+9p3rj6gOBCt8tPQ8Hk14lBWswyaxZR1N6tHVrh6Kks0dH3znHc7zc6qq4uKnH/ONb3ydfDLq8Zh8atRX41Kt0jHawLH0cOeI5Hj6WM5nhA+/QKpZCxD1LjXG+85Zfud3foumaSjrt7C+wYhw84tTxuczpmcn3Kw3PH36GN94Pv74U95+6+khZiWkKnzA+1gS01oIcLGEqxXmK09hlBQm9x3p/uNgP/soNFRsfFQhfL4Z8cU6VfAHhTJgMoMzMHNTxotYvPnz5c8Z1RXf/e1vY5NTUtWklhm3EbEi/Yose3ywpW7vdXetvwbWcoVO3SljMxpk0hptWPacEsRoopXUvWquu460rbV9D/etT/toj9O/B5GR/piVX3ObmkrWoY6KV2LZhM0goqq0IhOhkLB3nqgpX/sa5LYr6O2PKXbvmR2A7a3dNDfUoeYsO+1aokEbmV3hqOlvuLymlH9QjInR0XYYrHfLPr1/G4lZukxyZnbaFbHfZ28uezKycFvHmK1T+0wOKyirRvliE/jaLOPEZt1nZjqj0oqlX3ZazAbBmFh4CqAimBAwe+RKI0lxaLlm6zKCcxROQSI20KXiB5PjEMw+MGuQ6QiuV8iTxWEskpxDllmyzDAaC2a7RX1gVQg3F9csTM7541hw3BQN3/j2VyKfSe/AtQBpqigX0hL9Pr2MD/lrTyGzR6Oi/rUcVRzQNBmDpw41QS23lT040tQJMyfkVYNL2MW7xSjee6tdpLgJ265x5+D8d0ZL94azv3KL4v4nByoDEYsZ1rQJwthM4jPUZlDsGn83jllNjXF3X/Gx1qHEj0/ZvX5r+1zy5Azjs7tsrjrx//65IvA9w7FFeyUdCjTELVLNqjtPW+g+sH1v0TMlqivkPo+tpzQwsWOCblBtyEXZ7pehoF0EPUKper8/hnZVCMsACzeLW/+96Owue/P+PZnELcZmr1hRgCqgqjzfenyamO3/rVjGZszYjKN8qMkpTJSKNQijouCDp2+RN0OHIgnRt2qpvrjlzy5K/uHzkk9WAdHolNqSj8OnEe6cK12ZyNkMvdnselLfYfG3Fj+asp2Oefz4lCe/8S5htUEu2qiiQU3asorStO2T9s03qEtrRO1hW8G75zFqG9zSB050jSvti/qSG3+LiOCDoe631BIBZxhbOG+guHoBwROaFaN6RfbWOe0dV5Slvx1MOCGmvu9O+/66xErRRKRTeuxbpdWgJs5gWLhF1+poG8rBdeeScZadImQsq8MrXIfN4BmXoTxKZOw3lVSiQ7v1y0HR7tROmdoxkir8AYwUiExZBkMfQl+H553xJgAAIABJREFU9dGCYUNU7rzPYg3hBVfNFWVISRIst2HolFyqa8xMnEeOoVa67P0fdjyqOtR3NjU4Zl9GY7EoGbJMUqv9nxcWfBRJL8ORlVaiFMc49YEPaWvXrWrTEeFyGYuF2++1l7ytuPHCJZatV35627Cq97c6+3vg1GktFZketcwi0xF6tUzeZ/9zmm58xLDiYhQwVsjyHDmZEH78KbJpKGRMzohWZE6OHQ4i96mN8m43MB0dZO4eZm1uSTviG8SXM7PCad6Tp01vz7YJGMkIb30VPz9B54+R+RwzniO9gHofYJ27+b3g96+TU7rLot7RtiNLOnE8ys4j/iQxW9x3WlZinzXBsK4Ty3mPzbz/Xpkk0btvrQpB3/ZLVYQdHWD3M0eplr4QriBdNLhvgrw0Nd8uyi3R1/sloiVjYVAko4kOY4LupMz2jjT4L4XU3oN1WPOsen5nwfK+vbljggii1nooAKyK1oEyKKv6+GCsWE7cSXwh3GLINckd5uk8KiD2rMtwOItKvIjKK19sPVsf2vkZAxX2ZiJykBUZHlyQRzP0eoX4vnJB77K6LWL/UkMC5S3m8Qn6+QukrLsJLQii9vDcSc62c0SrLbKYDPGtI3jYHYPvRmiI5QwzO2WRzRFq3p6VTPrvaFCMseh42pUAicgOZO/+kgMOkE1KD8fujXZu+NfLPcVyEt8rkGYQoYzNeNCjLmgYRDszO2NsxgQVrkrDZWkOasD2HXWWSJH743h4wfmwYaTXDfVepf7IFPcK0h0rRzn+OYtLY7UCI1FmRjsnURO3kP0nOxHt3K47cv5+POLx3PpljCrvIXfClyWtW4XonPbfU0kuV48GCt1kazMS/Q4N6QMwmyCrW9T7oSxrkXE+Fv7S3BKM5bON54tN4LaqmeeGpyPLwiWwbq/Z4lFmeB+Xyiwyn6BXK+TxYvfzblCaVBYNIaT8SvCgKWKbjeDJIn4nNIn7cxyQJyRxN5Eo8F81MLr7RToGKu/XzYlo1yrdiqVO2aRGa5CC7kEZSWzr3vFNjdKg0iDayxLuOaY6sYLvxgtCD6r/9XBQtdbcNrfkpkhbtaGDsHvvn/Z+L8R+iHUQfn5rGTnlcRFSBB4fn6IHWNXEjo++b5u9tkjt51teXzw/KWqNmmHdOHHQi6KONUrojinyUtpAlBOSWKAtSp2OLQJGh2dXFdpwSdJ2zspBAUhnuUDZ0gCJ92jZLBnn94vnfTkRUxWg2FOyDArrBlEYOWH+0qKpO0wkNsb0Q1Ia1jB6suBt3fKOKfnuacbvnud44KYKkeBVVbHqfW/r1n+IQcNR7y3nM7haxbZEDHN9IEl1MYKamQjeGWwdKfnqA94owYA2DbJepaAo4muDFz541CZZkhdLOJkcdGt5qO1e9OiUWj6MkyzW7kngtIj64wjgNTGedrVU3VXKcNLuZ3VqbfGyIZbXoVLiQeoHxwW/bGsF3VZhzSZsaPO3ff34vrVZyNZJtKUhzsB7M89Jrny8tNzUu3ep1npAnrRij7YKr7Vm43dRz9iMOXOnnLgTzrPzLjqNsifFXqsjJTdmwEGKci53W6dhdodN7YTH2RMmJseHoZLBMO7VrrP27th5F5FV+5UREkuMhOg8p6mVe6XV4PqPjvne3z7Q1Ct6jIZbWCQzvD9xjF9Sb3CsHq47vrVIuY1kxPZnqgRrCdM5qJITmDnh/YlFBD5aNTRVOVCY7DuE7rxtpKR7kYgzkdf0Ytn75u77qpYou6tk5JjxBG22aFpiDILBItkoOoIjZLR04XHJvVmj620E3+/5Xz/q2v9d70LZhi2bsI0Ce6kgc+5mjJ1QWAERzNiiW896u6bUCsWjEgjjSYILd89jv7SiZbEfSzJ0GyW9PyC/F+t7oKkOoc27rNGGbaqCj3pDdFyfFpvpT95aG1Zhhy9FfaYMIzCyyiwLfPvM82jUa/8ehhm52Drp8J3ehm3n6Nss38zGrFVusu4Zx/S/SVwl0uctYzvnSfakw2Y3fk2VxACP7U0cd9fiAZShwojE538EoN5NXaHRdpsrlOpw5rxznJ6hSJwkqkTGbljte3rVXN85njjmL8Puqg1o4hZv4g5//0rtb6xD8wJz+QX+/O3B1kyNoKNpfPyivDWxnOSGtVd0GUXtj2sY0Z3/WA2cqsL5LHY+OZ8lAmmvPTMSnRMRtXKSoboh0k2EVgdbEFQEfN1tRQdbL+sw2y3+2RK+8mTn4MXTUCNqsTwMI+hTB5yxjO2IJmmk11ozsROeFA3OVNxWhkWWMXOebV1SLyuYjXA2oOMcCbvCaEG6du3thIqlG+EOMTUBPZzsxywWAT+s2DdKo+wgOUP879H92G53HQFlYiax2Woym6LLNgJss2UrvxzgS5k4DDsW+L70TDzHzgTpIoS+xT53O3bQzM46BrmqsvWR8V1I3snmxIlvAY8xBYboIM+ys9gIM1SpYSx4qbE6ZIMbiZnsY1kxQZi7WSJ9NlgzpwnXu6vZ7dzi+OMRKclYh4ZCPXXXanx4D2KDS6EGROsB4HQvzsuXFDHJyCAbv5eVIxaaqvLhsmHV7FZHbbcSDz6BoMUYjOuiJpFe7zmJiEYVarx6Rk44y4VsEbWo79rL7w5/JFoTwBlkPkZv1mwa8KYEuwXTrk69a41wMFKVRIHr3q9DQKo6lrAfuTZ/U1IVcCXLNPEVNALpO5kUunvXxz32I6h2PCNTcJadsHCpXU5aga0ETnPh6WTLSVFRy4rKlZShRksDoY8L9cc7jMpaLfd2a9u3yBx+uVPa3eiH28Umgs79b7/Mp/UjM0/c9nQAN6GbsGWouG6ueVY974ikrfUlZO8SKHQtv464ddkHpNv6tTb7lifCYfd7tKs/i7SZdnGzmHYBaB+xSGLeT7rvxnOESFPZgy7uUuNUYicWRTFS4Mw0lrkYhzGtlHT/GhUwNOnelaHqipD3eUwKOGMYS0uJGOJv99mXgzEVlqgdsUcXcIJuA5el5wdXFRu/h/W8ako8L5ByX4VvODnLUNKE2C8uZBlqhpIo+xbxFe1UCwafE5CziDVZ33TYzGHroQjr+fEUabZQD/EwHU2QskE/uQDfO0cT0L/4DMRSPp3gO9XLONlN6qnmpe6u9a5r2LdWU9slnZzCpG4oogT1EWsPFVWoIkVj4tCglFceDa2ziSUrXj1LvxqscoXJ73zZ28jtLvyub8/KQHkXv2v/uALvzgJvTQKZiVDc6AExv1fPjY/k0ELyg+1Vn09UaT1QvmhtEzbUWncOYd/hePWUoYqTMXX16Z+nbUpx0yOpTux4cKxaa8pQYrGD7CAIziyI9MaG/iZeiFtGnxYJRxF/s4cF3fesWvA8PjePpjIVYzK8xoQ7JBA8SnCQpaCg0qpX6HzkPdTQKW3ub3Pvsy/HMbU1c5shQCoGxAl4eF4GPlw2kWjJ8RXnZeaLKf7ZasBr6s6VCHROXGz+p7GIt5YY3fjeyz/AZTQSIWPU1cTVpn+DcwcnU7KffYbxFtX48LAlarcR5I0jAONgPiPiqb0ox2WER2do49FNCuODop++gJMp9dunYDJO3Emnzx19YBsRhm7UD7Odc2vvdmHy5KCiAmKr89RarTW37oatqfAbg/pdKvWmuWXph73nTLeVacFzHWzPd8/3EEdS1Q6POR8Fgn01ofpXtVIrtqHEEDvV9J2KSVs5iNu10R2NMRttutZh/etp1QCu6mtuUgeTqZl0zTPbzzTacN3c3LmFifV6EWx35hgm1KpUpOfa6dZygJNZshTn7J6H5Xjj0JEZRU39lGUN2kByTiHE/Fz7hhcSlQMCQpZIm2Uou7pAuxdoeDUdJrVvL+MyfTkYkwjMM3hRwtjuCnrbfOLGA4aPV5HB+s1FhhV5dQ5h5sA5dLVFTo53rxV27bDHLqeRLU4zvMSJYBMg2wdzLS4FPkotW5zmSSMpFWCOc3S5RT66Qd8/o2JD4YbKgSGlzoMa2EsgAvzpn3/OH/63/zfPVhX/5O99wL/xj3+F2TSnOZ9zUZacFS4KmcV94e4vNRjNaPawg+NRUr/fL72/4zdaYTCD6Zi4bco/1i3CaJQjQWjWgWwa6wVbrGVkRh1e1WIxESNvUExHLwC62sIOHNddhOzxXNQvyEzGmTtBNSmTvsZi9RALXcbx0JSoStmC0E4cK1kdxWPiPYqfNWq7DOt1czUAyo9pzt/42wOpD9tr2xS3RUm59KC5QKAJt0BAOk5SiJlhOSRQmiPb64kdIwIbv6XUHRu9DCXP6ucYhEfZI0hORtWjSQCwu670zm0CWNODZdI5R3sFvDFKihWHB1jbSzCmL6lFOLHx5cTBZQWPih5JT6KzahRfBj6ioVH4xjxjZF9jO1dkkevTn38927Fz42bGhQwBMo2Zg76InCBp8WlvriXXMW2ft9YkKPbdR5Fr9WxF8XSOhIQKit9NOmnSJPWJBxTZvX/yw8/42//p/05ZxZfh7/4fP+B7/+gj/ov/8F9mE+IqZRntZK0SriTdn9BIiZeaLIw6pzqI1kNDEBO3n+ykPGJ3kCi1sfGbyHJWpdE4wZx1FFKw8RtGpmDq5rGg1EF90+CmsTX1KIy6xo2tTrYRA1KDBEQPO93unNOQqNq24dr4DXM7IzQ5V95zmt3fuOB1zaZ0uezz5Ig1Zk1SrGiv6S6guNaaCcNqfkUHYDbEMpapnWGJgPZNc3PQCipus7PBcdpJnpnhvYyKlVtEcpyZ0bqy+I4eu1+HPzNimJjY/rsMJRf1Czw+SeK2UWON32Of91+x3YbND65HgKmRtL1rep9XTIvpHRnlffblOSYROMngi20s6l1kO1RSJCUVFN8on6zi4H/zJONIwu7A+tGBnEzRj5/HLVavOyyQnNGOFKg9Tx3/HErxHlyCmojB4NN3U3SyrcA55HyGfvQMc5WhZ5OILakQpMFLhZNWdldRaTApOvvD//EfdU4JoPHKF9db/p8ffMbJB+fkrmLVFMwzkjMK0DYMVItgKMIENMTylbKETYVuS8K0Fd6qWReOYEyKvOiSAYG0/egeR0QFnFhO7Amr9JK1fcxEBDWKm1nUK9ZbpkXW3dd2he6eyz20gJhtEgK+izJidDJKkhuGj1eBZ1vPb5/aeA++ZOc0MiMeZ486Qf+hxWgu8rwsZSgPhNxaiyxxOWBy71sZSrZhy8REqeTyCGa1b14DQaMMisUMyKtGcnL7OILStPe+3aY/3NrjtZCHV8/ETpjbCU1Y0vgX9BMeilD1hr1VwYhSI1121gAzo+T0II1uC9kdiFxeWn46sC/PMUGMkh4V8Pk2AuL9PG6UtIONRwvLZ+uGTOCr8yxxM48DkgdWOOSDx+inL+KFL4ZZif6+Pv0g/T7QNlbsZ7UOLgEBXOTHkFqR1x6ZjaL6wHuPI4Vg5NBx3h1FWn6sAZpdNbmiPLs4bL+jwE8+X/L2o1O+MpswsiYpKcboIpYtWHhxi1RVLB+ZGKSuqZeBMCrgdMqVuY36zCIE6qS3nhIEvRdjd30m1c65BLCarjttHzAVEcQJQZRm3SBOkIPe06ApKuzf9/62rHVE2r2w0v0sgq6Gy7Liugr8dFnzO2f5G2hhHrdWT/2YtRlZg6F+CQ50TCM7NjUtWPY5dsRM18RE1rc70jopZgNrCvIB5gaw9MtBMwsRg5Ue9pXA6derp4xv7MgWVE2FIPiwxoebg89FbGx3jqhoYMlMDjSpz5ySsxuKkTxuA/v1fRLbg8mRZph32ZfrmCCKxJ3ncFHCkwKyHiO8t61rNoGfKSwb5bdOM8bu5f6/+33uohD/xxexGv98dkesmIAaIoclaN1FTl6haDGdNGmipGpcs7TPfA6hu4Z1U3ObBR7/4grzzhmMHaIZTgyqS5z8PfKz/wFZXwBTavs3+Sd+9+v8T//XiqaXtQxB+c63ntJkhrORwbgK1bxzc6wq9CLV6717hhpobMq1PY4Fz9uwZUxslBjYcWA0XUsL7vfvnzWWLDVzzCWnCrGJZWZcp+nTN2OFbOaolw3GGexotx1qe9+1PJj2Z5f1FSLCiV10Yv6xCUM8ZpQHaahCSWOioCDEesfXivvfwILG7e5Gt2zr40oArWUpfd6aapQN2ddqgh2GErN4h65W2ImlBcKgd1wZoqji0cyVKkONoVe32BZqTi45Tgzevzh6mgoZ8P0F4cSdMrFjbv0t181N3Ez2sHgVxZoZTbgaHM8RwfNaY5fofmuzY/blO6bW+WgOz+5wTi7+raXnmSoTJ3x7kQ0qMQYvwJ6fVdVYz/bBY/TDz5HTCbpXxtES1irdUIUSRXGS0YQKEaEJgtcJhclZN8osi8JZmcm6Cdo1N8izjhz2o7/4CapQvP0uH37vTzh77y22VQl6w3ff+49x8jnWtZjDNVn9d/hbf33CP/jjf52rZZSR0KD8jX/6K5jbX/DB/O14vlIiXlUHWFdws0aensCkQI0gbfYQ7XVnlbR6KYU4JmbcTYhVs2IZVgMKRLzuhmk2YWonKGDVMzaxk00/8tm/l9nUERqlWnnySWxAWmvDJmyY6oRWpCxobCoRK9UbztwZjr30OpEl7QlUwe/S0SK/UqcEEZPMxFFqFZtE3GP74nBeY3v7fTxKECYDtvbhca3YbstWhaqrZ4RdFHdgnVN682R6G0UGLWmOiMgpsN0LHKPaZmyHPtRCJwEfCurBOBqNdNx4PfGxzo3B2nOs5Ee21EP78h1TO5JJck5flPC0YNCoSwSsxtjQR8zp8cjyuDjOAL6Tv5MZcC7SB47UlylKFUp8K/8hI0ZuSk2JoWbtV1xXwi/WyndPM6ZuynVyTiMZDfkuaYvylfff50/+3+/z/dtbPv35x8yWV/z2d3+TJ8V/RGZ/gZHhS2pMzfn8mv/6b/8d/qv/5d/hdm15+5Hj/ccTystbnt1uefLOe4gqYlN/uMxiPniMZrsUr6Kds1TVKOwlgbwHoLZbEoCFWzDWuLKtU12SIMlRBYJEvCX2vDd3OqXeQ8A4oaoEUyvWxWih1prL5oqxGXXOrd9W69rfcO7O9p7hjqohUvNklPHhsvlV+yQgTrapnVI1NRMzHmTXDj67d39aadp9m7SOvoMRDq3NALYNX/udUtrt9r7FLXIA3Gtt49pItQX6ox0/jhBLUere4CN7Pl5vYYo0yiRBnHYdbVZ4nRzTpBePxHbiOfISDhP8shxTO5KphZDtnNN+5FQYqAINgZ/c1syzgsJoyizdfeMHZSRCl8raQSra/Yvev278LZnmjF2OOEGpua5qrivh2dby3jR2XmlCkxal3lhNnLyNb3jy9BEZwslkxsnTc7T+Kefznx84pb7lWeBf+Re+YPnsn2FdNchszPLmhvffeQczn6GZHXQ/CarD6xHSyxqv1ardFaDK7nPdXZAouTFjRhVqaq27bYqk76soxhiMDsHsg1ILVTwN1jjmM0uzaVgtt6yLdVdG0dbmjc2oF9EpdWi6vnmDZwg0NNw21zwenbJpDGfFscqyX66JxKizH222ZrGM7ThlM4dRxY7LdDjilivWnePIZ9qfrfzqYCt4rNwlfic2Anid5EDcPdRc1BcUpuDMnabiXos1E1Q9oSenIgI5URlgN5tidNeOL2p3x9+Z7t0xGHEYcTGJIP056FE8D+mo88tzTBCvbu7is/uijNjT2A6dkzOgylUZ+OltzbcWGVbuniS7Q6eu7YsR8ukF9oMne1GTEkQx1uF9Q0bs1lKGklVYMXIZYuHpyFP5go9XDedFztzNqEOd2K9mB0GlMT15dM7Z+QK53WIxhMWIrPnfkCOkz74ZKTlz/yej7F9Evv44jfW9NNL49AOBIA1WHQEdCoxJoGt/DCB6wGDujrX7j64dUe9AtCXG8aND8uZdGcu27RZqsGNDMJ76usFMpYM7YtfWXbp5k/rZN+pxutetNlEJGjzINd84OcNgf+WOCVpVyjPWfo3X2Foo4ikLpnbKxIxZ+uWAPR3r6VYDhzUyBZnkA6C95X3tm08UjrU/1Bqb3AHUo02Px/Rqpii3adsZfGBsRp0sTmZOCFpT+Yp+s4MMJZNdZk6JMsAQFz1PiAiHxJRSfKSexl+SSaDiCGTYyw7fZ79cxwTxBZy56ICeJ8ypn61L8aJuPZ8amDnDu1P7oJ5hgiCnU7Ru0Oc3yNPTdNG7PFkuI4xtq5wjW3XpK0pbxiaHEnh/mrGqDZ9vPF+dOXIjeze07/XjlkoCEDxyucboFYybB9zwLbx/jto2Q5WugV3HlrabrRXXERQjuNgevMUYFEwDamK6ficKRMuJ2YaSq/rqSJYpZceAHRfmboKjiJCTD96p2jSMpgUjHbFtSmpXYYk8oFqjuH5mHGWouGwumdtZxNK6SGJ3TxttEKmY2bubR/4yrc0STu2UkR0l+oR227HCFFGWd+/+9LGlkSl4lD3qsDaIUcombDrOj8GQm6j3XWrFTXPbOS0hVi60ctPHGx20NJJDawJsPczu8Fu11l1kFgi8qC/TNU+YGkNIDWn7204hCsHVe9m0mGyJ2GWNkNMnVsaGnLFZdQTPB0vdA5/vL98xQRzMyMSI6UUFb436Wgpd6866Vn54XVGGjK/ObNRyObIf/eyLZ3gfeHR+hjGGZjoiPL/FLNe8aCpWGggvLpkUI54+fYwxjtJXNGYbu7Q4i4S4jQkuIGHLo9GE60r5xabhvICR7dMK4sMUTTVIIrEX3BeX8GhKWHwNZAzcXVqhCE32FdTuoy2JfJi2r5mO2l/simRTpKQSQBpEs/gdNclheZTYiSIQuGwuqUMdxdwOEA7dA3kl/blTQzhmfTH9mEiwZLljxpzRtuJKr8htxtTOuKifU5icE3fCi/qSUktumps4wSWyvH0fm9GoKfT/t4kIjtjaqf3v9u8O60vlJS2+1louxYFTarThJrXQFoTTlNGqtOKiesFtr63SyBScZ48i2nfH5I0/vzvhHhSuyjjSeV9G+dhn02JVhlVM9x89304orn06bQlL6+RqVXqNpQemXfqo9xO9W3e/b78axwQ7QHzjEzt81xUk3gFg42lGlp/e1Gy854OpY5FpAs52V7NarVlvtnz+xRfc3NwyHo+4Wq35b753wfeXt2TGQFD+4OyMf/b9D/DeIyLMZlOurq/47X/sN1DbYHEYVRqtmbiSqRtThy3rJiczYVcPFsA07eslSOVj/7mvPkHnBXX4axTVf/aSG1DQZP9quorWGcVQWDRtyvps3166uev9pSbyhmJgFJ2StlmcHW+qxZRas2K7mNqJO6oN3dqAzNq758PJEmV7STjDaFrgXjiakcdOTHpxt1zUF53DsalljybW+WB7KbD2a6Z2smvQ+QrmI6eVJDP1xnZf1BZLUK5Zh90i5MQNpEvimDxXzXVPd13I2yaSIRxEsUl96SXnNnE7dwT8diZSB3+xMvgAzgTGbuec2ufe1rW1lkvEru5zeLvrtKk42VCFtjX4oXpHvJ72/VFKjbt9J0qf33TvuR70qS/LROAsjwTMlY/g+I6ZFR1XGfCl8kmwXGyVr82UD6ZuAB+dLBZcXl3jm4bFyYK333qL//If/H2+v7ylUaXx8aX/764u+a233+Hbp6esNxtubm6ZzWY4KWjqQCVlnNhBmDhPbgKasCjYSXqoM0gZt2pSB/STC+StU3Q2jlPXWCr3b5M3/wnSI9JdVzn/wff+Kf7nj38DEP7aV1f8e395yyJPXSs0CokN69vS7WCIl5muNXeEGX1o8NQYsRh1g9XRiMERX8SRKXaFqRIzSy9L1T7EjAwzhvPTOc83z1kuV4ym4yQdG+U7QJn2Oqosm+XBxIz0gpeL1B+z2wrKBt6a/GpIUH2narFMzSTqISWFiuvmJjLIe4tDYYoOo4oqBK9Ag25NMgj1nRFKYeH9meen15af3Vi+uvDMsnieNgNb+t37mUGPsX3cWoKCIMztgjwV70YWfeySEoiRVd9XOoF5Utu+DXEruDCKS5rrL9uy/2odE8SRnieOUzHqOE3ALlNXRgmVbfD8KChe4etz16Vrz85OOD87idNZhNuq4k+ur2n2mLmNKn9Ul/zNb3wVDRqjikScNAE2fhUfssTuwFE9EKIH6uuLO2g8Unv044soHDcfd4C4IDTu91EMRfOfAx71Df/W3/uX+MH1GXWIx/pfP/yIn9/e8oe//8/FbGV7tgFbXVMcoki5RYtebVxvdTISi4gbrdNaa9PtNTE9L90a3G2/ovX/Hr4cfUdzn+1v90RiP0AcVFWFrS1jGTHPFgOt8DaiyE2GZ0SZ+GWtLf0SK2ZQmf8QOy1As4p+T4+2xxtw0EvuTUwQZm5GkXhYczvrpEvaurh9JQaILd9bfO1Y0iI397dYas+NcUcXMiApd8A3T2N9Wtv/o3WY9R7fqpC7NR7j9+jwpbEZdVFhow1Ba2Ym0gnWKsz3sC8hduVtObMe2KiQP3Dx+dU7ptb5LDJ4toXHo/g+7TsngI3HG+Hny4bTwnCexz283dNYWtfN0eLPoMqLbZQxVaNkRLpCBBpHBDx1KCnshFxG3STuHxuIjQbKGj6+iKqWqYtJvzhVURr3N2jsP48Jf58f/vxH/PjG0W8OU4fAj6+u+eHFNd85e7q7JcnhhK7+SMDXmGqLaCCMpkOpDZRAg6hgJaOffm2d7D0P4MhP3nzSOnEssjkbs+VydYk1lsIWqInlOf0U+CwB4Uu/4ra57TJb27ClqRtO3ElHUHyoQwlEVrZh55Qu6shofpI/xn1pQhrCxEzARJWEltkOMXO5n2WDeH9tL0od/X/svXuwZflV3/dZv99v733e99XPmel5afSW8IwNyMjEsRCRgQo4BCcuRwZCbMeuxLEdk4cTVyp2EkPhilOkbEIlFSchIqYcJymrbKOAKUAUAgTCwgi9RprRzPS8u/u+znM/fr+VP357n8c9596+3ZrRtKayum737XP22a+z99rr8V3fr21FVeqliOq2OLK4cXwQCl9XSMIjAAAgAElEQVTRcula2togXF6eGA5zw2PbVQ318PMobrE9SGT9AbT8bFcWSrutmsa3kVNPpSQhCmJWQJDbwz5nCupztk1BytmO+LXhY7pTE4GBi1QpN/MYIa2wX9bFgraFIpBXgedG1doQYNPRutLtsJWt1ybazvFtD16r29D1oarwzLPPc3RwjJ8KvhR8AVWlFGWFX2GZjBEMo4Lw8gHs9eNsnkDAE8QvbupY9EHF4N37eCl/30Z9divCK+N8Zf+b3y0OKw7FI7MJodOLtLzFtHZa8QSEemLbYCPf+Dm+xuVtnbSTEdJZy55mRgx9248DxG3wznPzcJ9XZzd4pXiVaV2Tmc+miaFve+wkOyuONBaMjyjCMYHy3JzgsUC9OJ7j6phSI7VLFc4vtHjubckGwjjC2rls9mdVNDONOKKl720+aH1bM3iNaP/1/Yo/V7uBd+5WOInkdDeLWysjL8Bce2WTNbFPk8bBQkGmAS27+bUY5ZtOlz1d3U6uJQflwUbJ8pP798ZYAyMwEtO6vRMYp8biZCs3Z56jInChdWKynXih/Nd/6Fv4S7/0y3gfKFVpO8c7dnf5jkceqesq8YkdgvLMs88BysW9PW7s38Jax6DfpyhKLl28wMMPPlCvWdFJDscTzGP3waA133bDKmlohAtr3JTEMPs9OxcoNggQlCHw7gt78yNYcQAS1269R1xKcAlqHcHHQmPzhIbIISVnTLmfnY699rWYoIGxnzDx0xi1uQSTGYqywDtPbvM5U+LyDRlBepFmZNEFraj8EaozUruLnIPz3AhzYYJKq3nXKM6DxctcNaY3yzjf19ISSchMNnfCp1nD0LD83RehONf4m0ggmDGz4E6wXK7baTxQQM0qeWJ5bZxSbDgtRhcXD6ro7MvVD8udXVFrzY8N9sY5Jlh06kwWSeZmFrbSBZRAJKZ5U483lmEZ2ErNKlVK/fv7rl7l//6e7+YfffYLvDqe8IcefYgPPvggzpj5Bd9ggh57y6McHB4ynUwxQRhPx3S7XabTKc7GInMIgRufe5Fe8PTeehVtu/nJF8BpRiU5M2YcT7psZZ7E1agNNext9fmzjzzG33vmKfK6GJ9Zy5/+hney08pqKMApjsWmhDltlCA2jc9c9bHYLfa2c123OfEn/rf81N/clTvLGrzOUXU0v4j7rkcn6zDNZ+wf7zPWOOyaSrqEDI83ZCT6N/OnaCaxWBK0pAoTEhM1+oKG+Y24DFw8ifuJhd4kppe2jxWLKuQeqiAk5i4Kz+cwIarRNJHa8usnv+uG96k5D6XGmpW7jXdqiPdKrThbmS1u14mdt2Oah0JmUtpGQac0qnE6R3gvTxzEvW6GbhtJK0OYH42TiA4vpcYzLe+rRqqUk/BSszISc8q+nxU+/sPfe+b1+QZPmmp0zzfz+DjbXYISNNIYqeFC29FPhId7rg6lWYMSMJqh+0PkgQtrlb1ldLOiVEXBy9dfQtoZD9x/JRbIjfC53/gi/+0P/q9MjyNF77f/wPv5oR/9XrTGucSbJipSVFrgqw6ttIwOM9RB8qyEF/f5dNfw0aefRKuSf237Pp5472OxGFgjvGVOm7tosIJEMOMy0nvJbleL2JSa3Q5Jf9rnzmOqERFcasnADtiv9udaaQC3pvtMpzPSbkJB7EhZbE24L5GvSJXEJBRhSleq+tlkUOljJGXkRzUTgp07KY+nYzrsJrsrNcZY7F0g4yPkAmYVkcXidWzcNfNoQz9k5mc4saQmZeD6K6l90MCN8ua87mOxXEovkTQ37Ck7uaboc1bEVD8wbpa3gBg97iY7OLH4MCXouN6XOOmwWGfz+TqVE0tqOlQkHFXH9KTC1stNA4w0Vjn7Rld6WaXCUVinOjEY9pJdLu09dOrOv7ERU2MiNV1KFgviS3FhakC0JISUwzwwLiE1hge7Fu8DyQlFErot5Hga+Zru25lLPWkNjmzQ1QCC0hpN6F8Y1F07YTbO+Zv/xv/IdLQoFP7iT/86j7z3fv7lD79v/ppKVKw1CJ6KSnOcScAWEBI0FVQD793b5t2Xn8Ai2KePkFIhMYgKlZRExstALjMSbdEKfaijo8Wz9gRl7d2c4rtI3c7jzBrrLg3wCjLXTnPiGLT69LM+YahMsgneVvRtbw5jyLVgv9yP83tLl3GlytAPY99TIjI61qPi3JfDMXD9tb2LHNerrxqBzt1Nc9yRiUTF3h3Zxlu/Nok/X45IllfU0AEr5lzsnXf6/Z+EYLgaTyami9Ki8DeJlL2bttVkl57cjxgFwdWS4M3yTqiZL2J01Fuhm96MjgoERn7MpQ3vzffzTg7ydbcmR1tW9h0ecOMrT3Hx6lWwljyfMbx8mS+9OsaXJQ/cf5XJZMpwOMQ5x87ONmOdsV0o/kvXGbz1GlI7p3kXhViQMNZwcSvD+HI+Mfa5X/vS2m7l05Jf/Puf5IN/6g/No49YqDZ4qTj2ylYqNKVCNUXs/qWOMJ3AwGFNAv0WejiiutTCakIgkJPX/TiP1IIJoiYWwFlwk5/3grybqOeuMDXL2xCZAyPLUM4jombbqYlkaPQhqSIrpksWhWNfF6enYVrTswqFKtMQMe0GYc/troyFNGM3y2jr194U1KNLnbfzmhFzJtOliNCzPRJJCQScRCawuwrnlkgRm4gqEJiFfAW60NS1Iplf3QGWFK/F8irWVu2BicbvorfE691EVKddPaZ2Wpvev10d7t5yTELs1B2VkY0ACCHQ6Q8YHR0xGR7R7/d55XrO/isvcfXyRUajIdPplE6njYjh+RdeYDqZ8O53vYMwmjI4HMNuH4SlPD/OaXvn0WsXyV7dxxzto+0urWmOhvVT2R5keCocDVlYpIy1puJCt64txbohMXh1sNMnvXUE/T4aiNS8X7mB2W0jVrDqMGLrm8/WTigi1YxGFda7beVvqhttWtcy5W6z7Bq7wIbXTt1une6eJJ2T+vFrsfjco5XW7B1RcaOpt7Rtl7EfU9YRo0Fo2zapSfHBxCEBWacgeV1M4fVsXEdOpNtVis5vMY0sGPkxeSjWhoezOVYqUPoDRJKVFG7jOompWqmRbcCeeG8WmuLDojbYmGF1nOVO7B5zTHWnblTF0ZWOIx3skG3tErxnp5xhNKZiDz38IK0sI6lmtFot0hpNPZnEgcmdrQHS30aOJrDTj+G9GvKi5Nb+AdN8RmvgGB3NeOkzL/CWtz1ArzPjwgN9+he6lC9W+JoxIG0nfODfez9eKpwu8R8haEjB1CmZLvfZAnQz2LcwrJB+BlYwvTbkoJ2YorVCj1JyKnIqKcjNhFbobYQavJY2bwhIqCOPdZXgk8ufxzlZLHvJTizQb3AeYgXbtpTDCpsZTBq171JJcNbV4zSxMbDttkhNipXY+dzPDR2ndJOvTekzhgavBcrrdTZZKATvl4endOGyqAwsQggVQXOiIkpTh9u8amUhoJvNo6Va7EIs5Yr4wGpFNA7Rw/Quvq57yzFBfBzupLFLlxgmST3nZQySJujMI23Lbg9Ioe8u0Ftq03XbS3imbgvdHyHDKQzaiCpZlfPMl58iabf5/Me+zC/87U+SjwpCUB77g9f4jr/0fv7Nv/4BPvn/PMnnfvXLDC73+fa/+iGufNNbEHXrN2gtSBBfkkgoLzGaEhRtJ5jxLKZxqpE3vGmB1PCAIFWsNxEoZUZGh/Nw1my0plu3gkJY3l898f6dY5bOMgGSvEBbm+W1oI6S+o5QKuWownc8lVZ0bY+D8gBF6bv+/EZq7HLn7kZW3uymquQh59gfb3RKEa2+FMHOz2kECBvJ6uipIuiqSooBOiYKCaT1NZ7YbQQXyQ39Plp36dZrfZCh5Cpr/Ba3s3vPMUFkIsgsHBZwIZufSEXBxqeDFaGflexPHJlJcGZD98kaZKeHHo+RloPhAUWS0bv/EXRW8HM/+mvMRosv8unfeoHP/OzTfOcPfjPv+on38dmRoZtWPHZhjDMTfDA4XdejFxPmaZyVSEkSHUtTM1jSNQuKlhVQp6rSTCLV6SUVXqp6sPfOHIZqo2+3/pxXFAkBM5sQ2l2azuR5tnFH+yGCBF9PkZ/uXEUEk4AGw3g2pjKexMVi9jTM6NveV107Oq1u8mazSqvIKLFBcgpYo1IREhK7QwgzjGnVQgcRNlCGI3xY1KVEIFMlm59DpfLHGNPCYOiYwCScLiTliPN0+R1GTW8M8vt21gz6tDdc2FXAiNBKS6yt2M6EgzwsBQKrEYA6g+Yl4fotnirb/NY05dVsi09/7rCWO15adV7xuz/3RR7d2SOUQgiQF5bnXoBbozYlBUVVMs0LvA8UPnBUeo6Oc6bT2KBefD0x35ZWCnkV96lBJy/pmxl1ZKET5Znqz1WyTm6/+Twp6AI1H1SZbaiPQSxCmskI/ELE8OS5kqU/y6/dsRmD+NtXFkSEkHrGxRhTWEL95G+6dWWo1trjd2KhaXffw9ZIh98OcHjW5+PA8GanZLH0XW+VUVMEKx0Su4uVDlKn3SIWZwacJKNrEOXzojcVPoxQzWlLjKg8Ued109fVrjt5d2L3ZsRUhOicOidAJ14hNbSSgDEVhYcdF+eQmvOxdiG30jjnttvnOEkZNTLmzm7sFjhnOB4XfMV2EcDmE578F5/moUce5uViwitP3uILv/A0+bjgXf/K23jsm69B8BR5znu+4W30ehHdrPW4igws+koFlWcqBaVO6ZtsfrsL4OtlbQ30D3XsNGea3GSqyGwCIaDtLgqMK43wipOLooh6cAkhbdXZ3iKy3OR8vqr0riqRIke39mrqXeW4DKRGGCRRpqqhc5mGKaEVKEPBq7deRXtKcBF/o6rsJbsrHb7bRVFBA69OLINUvybwgK/Gmjm242rIjtu+Lehw4zrQUztcFst2sjVnBFi208+jYaYO1YoMPRFtNtfiwt0baZHobF4IT0+AV0XAacQ4zVTms3e3s3vTMeUhpnMnz12l4IStlqfywjRYtlKhc1LvDOYoYi8ed2lAUEO+JJ90+YmHSXstqmkx78Kl7YQP/LEnOK6Uf/GpL/KpTz6D0cDve/sWF4djxten/IMf/ll8WaEBvvArT/P+73+C7/xzfwQzAK0ipC/PPU9+8StcuHCBVivhljngn1z/KF8pn0dUaB1nfNvoD/O+zhMkaUpR5vT6HVoIuUwoJScYTycMGn6AjaepTDJUItvnrFIqDfTsiaJzCEioolNqtb9KYMDZNi+ot3tIMQNVRpXy2YOoG+cMXOs6Hu0nWJSRH3NcDUHAGw8d0AKmfookcRh55EeR1peo6tFwip9mAnRtjjMpQc+enl+2oCGi0E1ap+Ovv0X5q+FG1d8mEnLGLQaFT2ol1tHWJvmoVBK2k+01ZZfbmVfPJFSEWA5dGQaK6f/CKQUtSew2RgtqVUMqWBsgapxTV6JO3XkmF+9Nx1RtGGgKsb7kEqGXBm5NEqalZZh6rvWEnpP6e4tV5flMmTFQTahaNoIba5u9esQf/k+/h8985OO88DvPkbVTvusH3scf+XMf4Kf/4W/z8c+/TFFTA9zan9IPGZ/9e79ClS9Oa5VX/Pr/8Tt8/1/7Pra3WojEeEdEKCvPM89cZ2Kn/NPez1NKTb0rMGbCzx7/M5678TxvPXqUdjvjHe94DDeIg8GKpxLPxBzTCVvzOb/GpCpR65iq4eVJRdsKZVDu65yAFYaAHe4T2j2UZeqTej2vU79JraXwys2p58bMU4b45C0DXB9XXGpbthJDIo6O7TDzM7z4eDUGRSuw1tJPe4zDuAYhRuxL13bZdlunOicRQz9r0OGy/nA7xQKBI39Mn/7pnNuvoQUNHFdDhn6Ewax9Nx7PQXVAZlpzBD3UcW5ElNDwjp/8rMWyk+zcMX0MLJRfApHyxNVRk5EWid2m9IdLBfKAD+M55ECBXCMIU8TEMkNtzW5kImv0RJvsHnVMGhPXZQsa1WjFsD9xHM4s3iujvORW7nnHdspeFqllmyfMnFgtTUhnBW/d6fO7N2b8kx/+aZ77lc+TOIMG5T/+nz7M49/xVmywjJ495Jc/+xLlUnSVl4GP/uZzDF465KSJQjXMkZ0MkVpC2jj6vR7bA8vP+1+mCuv1Ay+ez7Y+zwd2/yUG7R5J4oh6MX5+M1XkzMyIThgwf7FO4bTTxwflxXFFaoV3biWkpnY1VYn4Khah0xaaxprNMjixsTMxTudEfq8DNIVR0ubLhyXTSrnctlQhkKvSTwxtG2tsDU3rsQw5ro5x4rAtS+lLyuOKo94RbRdoGWUchKq+EaNYZxyY3XjjSXTQGwLpU81i2XE7X5NoyWukITk58b9shih1tGLRG83tJMdSk5YnJrkrDqqggbzWBARWIhsjkT9MT0R3QfMaZBm3NVMwQWjLOppcMPTdDhKKjZxVy3aPFr91vYpmBQIUpXJrbPBFJJNj5hmXgSePCqb+hLIIdX1l0EEPnqQ1/u8YffQv8cKv/i5VXjEdF8ymJT/+F/9P9sOMastxYzvDnhxzASofePSbryEncoNWN2Pv6s7SECQ4pzz21qs8+ugDfIVnT0VWO+OYbo+5tLdLK2uRajuyFejia6kkZyajyAnlK8xsDDayMAxSw1sGjqA1M5QIUuZIWYCxhKxDaHXXtnsmBYrq/OdOrEFiQ0QsDDLH79t2XMiEwyLgVbnStrxzOyVduuoa1HPXdriUXuRCcoGtdIDpC1p6wlSZBiEgpBLJ+o+rY26V+1F1+Ksoji9bHHlJ7qrOs9E2XcO15TUie3m4vKqZHef7QxRHKHUhHR73s/ZPGimUgwYSSRjYPheSC1xOL23Q8TuflVoy8uPFA2zZCWoVo6MNcMnAol6rRJR4jtT4p9X9sOLo295tOMPuxYipUfsoN/RTXJ1n53VxvG3BWZh4RsAXD0seGySkNnrcxAjCMZn/L7EP/Q5dUT75jx8in66ibYtpyV/7ph/nL//vP8SDjz+A3fCovbjb4cP/xTfzIx96kXxSxGmFSvnLf+fDWFuLAqhCPZQroiDrmJLVY138KkQhAhMsUxlSEcFvgUDBGJfPSEOGJvWPxNL41XYEH04qZTdjHh2d1zZHSk3Web6LexGJBbzmRG2xlK0w471dYezalB62M1MPXi/Wm4ecSj2DmksaqWWQbEKZlJTThLRIGXRbZCZjFmZMalHKWZiR2Hu8wr3BTj6olDgTmJl0/mCNencO8XKqXPgsTMlMxrbbWuOGOnP7CpNK6Dhl3gSR6PgvJHtU6im1QLRCaAZ9p6iWGMlWsE5GWng1LAtxKDAKkIjQYXWwF6JY67bbOnMf7y3HpBpR31WA7oYwNqmPzpmVzyQJ6OiQEX2eMcKFlmXmAw91xnTLP4PoDcREpde9yyUiuiSHFO3o1Rl/6/t+gp/8xB/nh//EE/zYRz4FRmrwr/DDf+b9PHhtmx/79H/IZ3/xS5STivd967vZ7mU1ZkfQUHtEqQCBYHl39+18avgvNkZNHs9bWg+vvGfVkdIGaebnoobbuBcIISHVbCXesUa42tncYbyjU9+sQTZTvy4vsyklbF5XLSM9i03AWLKqxKWnY7Ia1ZRlYUQrLuJunLC3s4sUBiooXcmwWqQAt1NWGZdCy+omkebb2lkYqCayOVu5+PT3WqbFwA6YhPH8GPKQMwszOmah4GuxWLFMwoSBDNa2N3AD5oPTd5i2LUAtcwzA3DmlgGqLWENKa8I+T9Ac1fVCu9vAhCkYRBIqqDt1HmvaGBMfJHOx1lPs3nJMXuG4jKDK8xYIRNByxPELz/DYO97Fy195imGnw/HRIdfe8ZNIdmNFIfdP/IUbfPIXtsinsKmx/tmP/x2uPP5n+Zv/7jfyid97nt2rO3zg/W+l38nQAO2kw+MfehfWWFq2RZlPcZNj6PTjvqCIWtAE1PBdex/kd0efX1enIOHbdr51w6yUkGiKUJGTz8N4JTA1x0iIkdX8WpDoPG+nYXs7p3K3FvDz4rwqOOnXYy4QnMXNJitOaWW7EgdL27RZhi80yr8t08IZBy2YjXIO8gNCEua6ZrezxJxsd782FhReHFs6Ttlr3/l5NBi23ICOtjmuhhEaQdQB7JhVxLzFMPFTera3UqZoZhLvdv+HhZBZ5eljS9sq9/dOqLaIABZrejTUjGU4wIfxiXXNcAipMBfGTCSZjxPNI29p8HOGMpSM/Zgtrpxxju4V09optW3NdSKr751RS2j3BmTtNs9++Yu8/NyzXP/yF2mbF+mlX1iT7X7svVP+1v/1Zfo7pzxtpeK+q/+IqqU8/rYBb71g2eq3iKqpY4Iqlki9MZVjRu0Z02xGyA/xUlIWcOPVEVUZOxMX0wv8lQf/HI+0HsRhSXF0pc2/2v0jfNfut8dNrv0xWCxZaJOGVn1Bytw5+TDFHt3C7r+CHR4iNdzhNqcpLrNUC1p/7+ybfbk2pXVRbY2SRVgMH1sHIdSgztutdxFVKYpqTOmay6Bo5ago6Tib82d79Wc62NSuwgW8emZ+RjgHIf4yoPCkGRF2W+eb2Qu6XpVoqHlTE/mR+raPIBShWAFaxnQuIdsgtvnVmDVwuRulwy61A1e6m2lPlvc1EhWe0uhXXQE4d2yHlmlhG1JDMQgOwVKFilvlPsPbFL/vnYgpIrRW9eYg3mlTH+EDqjGdO3EWNXhs1qazvYO0umxvb/Guix+paW7X7R1PTPkrf/s6P/YXHmQ2Wc3dv+VDx7S7Qy7udriJ8kDSxU8nkKV0XJsgdeitVR0tgIZA7kqceCqvfOnLT7O1tc329oCjoyOyrMX32e/BZzM6gxaX3TZyECOJ5T1UdF7gEQRn4shIKYpVW3c/AjOOMJ0uxu3Uy8fz4VUbDOpKaN+kHjpXsth8FZ4K5jzFAqFmQThlfWLRVhszGxPqiHI1YmuqWUvHTzz2tm2tKId4Akma0HFtDvMcdcqMGWM/pteMr5xjBuXYD2lpFp3BXYZTIpx7kFhglXH1hBkxDFyfSksmYcpMc7q6wKJ1TCemta+hY1reOXNOREWTxsX6lCW1oWYCFUQMLdvGajUvbi/O7Ty0X1rX7R8M91DERP0tntilIsS5OSfx8VPpQuGwtrEkuKsPU25fpnXtMab9iwyyz2Nk9Un9zBczfu+TXcpCeP93HPP9/9HLtLse6wJXH8r5kZ95mu4gIGK570qPd7/r7Wxd2MYeFohRxIAYJdgS4zwWoTX2tHwL57ZwISPLHHu7u5RlyWg04ZlnnuXGjZtoCDz/uWe4MHSYSYnuD+F4Moc1rNdr4t+CJQmRvyneuoEyUYbtGaUtUbsaXd7KPTdmC2L7xgEM/bAWKVzCQ224JE+DDcz/LHXsThKgab1/TedGUUK7FyOrGnC5eqynPaZZuhnjMplJo/R4arFYtIyUOJM6DTrLVJUylLUW2mlTXa+PnRV5zZepowxByP3qEG0j3PDVzA2e1mVNTFTsPU8NLsIFYi1zVFqqUCdp4rCSsuViV3DHbS1dQ4vi+vLxnOdY7qGISRf8CstWaSSCEYGWjYXxSRXHVepgR2EO2gr1ibBL82aTkeE//5OP8vTn2lirGKv8Nz/9Ff74n7/J9/6Zm8wmhk5/Ec6Opi0+fz3n8oUZe4Muen2KKVOKdEZFgdOEhBQ7meGKFO3vkCpQeqTwPHLpClpU5DcP6Fx9kP5gwNFoyEPvfAR3XyeyZXZ2CK8cRKaB7e6i+FuLGagKjcJclNkxIIGiDvUDFRNzRDtskdQF8TIoiYFxGfBqsKKRSkUmjMvZWmfnNEUPWHdQlZbz6MxxWgdIKWUGCGktda4ihE4PMzrCqOJbTT1p1UGuOeal6KrBPKVmyixM6XQ7VHlFNfRUgwrvIlPkJg/Q0MseVkdETbt0ro92r1gjuWUwc1GG1zJC8njKUNIysSRxJ5AI1eZBElNtI3C503SbBWf6WOkAMn8sLda+GhUHDYyq0Uak+0m7dxxTUwzwulr4btuY4mVmEVF1ZaHud8rMQRH6YF8C4Kf+1hW+/Jk2ZbF4NPyNf+dh/v6nP4d10B0sQsuP/NwT/NTHvhHnPk5Zer71Gx/kL373u0j2jwlXHJl2sZrGYrOxkI/Q2TGM6ohgmpMGRQZtfDehKALtvR5975EHd9Ak1mDoWOgk6PUhVDnHg5zfGn6WYZjwts5jvKP/KMYsoAexqA4JGZF/MKaSU3MEYUCiLYLCs8OKi21LMCW5GeOlVuy19fk64RROs+aCLLWMtQ8qUsloSeuMjwtO0xPr1+icun3s8T6SpKi18/eWY8N66Y1rNkR5qIPqgG23xXa2xdhMyKcFOQWu5RZblcWNMAszDqsjKq0izW8DSzjH8RdaRNDna4VtOmt783gziiyk3Blq+3ZZ7MiP41yiBgZuEOEFnC96GfkRreW0OghGFGMSrESCxjzkTPyUPOTs1qjzBnTSfMdFjZM6j907jkmIxZGZX60jNUl6Vd9YiSBG0KJ2Jqc4pufyDzKwz+JMzq//3GDFKQFMx4YXns649tgisvrtL9zHR/7fJyhKoSgj+9+vfeo5HumnfO/DW6QHXcQ58IEgEgu7qUN6CXJ5C9oZooq+cgAI7Yt73O9L0iSFcERzI8bQWsAlmAcu8XvP/Ab/y8HHYuSH5xNHv819B5f5Dx78UyTGzW9VW4+z5lrM730lMDFHdAJ4TWm5GDnlMqGSGVFBKirlBvXkIWKwEpPULJCyMWIBGPsR0xBTi1RSWra1UgBvbPmzhqiL1zz1m3+DMZSJIZ1NoDuoP3P6TbEWMUhM5xJJmIQJ224br4EiKRgWQ1KXkjq7ss5pmLJf8zu1TYuO7ZKeAxHdiDoeVccM3IC+6525/GthhkiYF9BYAL/DgOmoECalcF9vvX4jCF79fNh3VuQ4cXRth77rn7rOZsg4D0Wk/q2R51JH9zG9M/NUcRomJ6SZFgfh1VOG4rYNlsbunRqTCHQdDMtVrgqRmAwbanbzOl82cmZV8dn8Q/MTuHd5PTSwFKcAACAASURBVHT0lbC1u3hdFT76a48zK1Z9dV4FPvY7L1Be28L2e9hrF7EX2tiLXeQtV+GRS+jFPtrNwAiV8cwuZ4TUItdv0cbO04xmb4OC9wbUUhjP/6Y/TxmZmOI2teT52cv80v5vzmtETVzRMF034zbNYOXEHJFlOW/Z8Vzs+romVd/gIUqjF3bMfrXPjfImEz+JT1lddNhOmpMEK1GEs9EwO/2mXgLrLYEXpAZNVlpxYAv8bAjnKH5uXL9Ax7bniGcRIIEiKTg+PObk5E8q6Rxh3LGdubrvYpUKp2ChKvW0bIvWbfA2r5VZsewle1xMLqzJUd3WVNlKA1e7YemlOPM28zOOq1VtuUCg0OJcRejYxfQ1k2hM2UwdNwhJrfJ7FIv2tkvXdknMKug1aOCoOo7p9DkP6d5xTBDTtsREgriTxTpn4s/Yx+jpFN6hxirt8uTk+6hCxg/+Jy+TtRe06Vnb88HvO2Cwu7goPRk3ivdsXNfYz3iuP6QqiqgGnCVoCuoWYWpjqoEy5FS7LeTSFvrcDcLTL6MHY8y4QoJBfRwjQeHJyVMbL8JSKz559DsAkTQuJBh1oJY2WaxxNRzhtcOammO8mZEkBVYE4y1aKL4M4AVQbBJd29SPGVZHHFYHG2kzRISWjQOku25nLlZ50lYjLVn6d1EA1Zq8rpP20cRih4eYfEakiF5d51njMqBxMLU+3rZpR3ChEcIg4AuPn/n5tePEsZNs07Pd+UDrqnLu6aM3A9dn1+3MxTJfb2ugAYm58xk3qM94E0WrkmvBrfIWN8tbDP1wbfmu6dKdR4LrRerGEvH0jKJhjK5wiEd0/9RPOfZx1jEPOVt2sIK3arToNg0bn2X3TioH8czupVGZ92YR9eWW600G6NYH3YjKNRbqbt3S65+b/tu0ucF73v+r/OjPPMU/+IlLHB84vv2P7/OdH4669qoxBfr8zb/ME2+7ny9/4Zh8CXgiLpC8+wY/+fJHeFt4hA88+Qd5z6PXqJKYQ5+sVzhJ6TR1jJ5FHr6MPv0SOitQkyGhhUGZlkPEWXzwp10TBAWpEbgEh0MwVASpSLWNl4qCHK8VxiiIUjKro5QpoiYq9uLxXqmCoHWNuNCKyi+kxtsno4n5V3KWo1hZ8tTXhKgc3LEO0+sSyhlSzDCjI0J/B03PE5XUjlUsHdtGMFgxpCZh5nMKCnwaMMHhi4BJYycrJSV163xE8dgMbBjaPf8x3yO2wZF59Vhx7CQxylmUEQKBsCYWcappgaGgCqvjVUZalBpW8EjxASTz3yFGypMwuSOnBPeaY4KI/rrUglt5/LmQLepIpz1JVGG/iN26BzrLD2t+e/jD3PLfwHv/wEf4Gz/1MmgFeNAoKfTK4cM8+cJ3c3S8i5m+yDe8vc8///wR6jzqhc6jI7bed5MK+CJf4Uq4yLva74iSULqIGDxVPVC5IM8H0NQib70PcQY9niGdNmVR8elPfY7d3Z2Y/sl6OmGxPOof5qUX9wnBc/nSRZyzsYajCnhEwJHgNVan4jlaAkoqiDjQyK0ZAs0oXxz8rXX2jDRglhqXcgc35eb6VKQLXlpocT4MkHXQrIP4CnN0C83aYB0hSSMoc+N24t8K9G1dFxGlb/tUwVNRMQzH7Lpd/KhW7E24wwKy1jf0ncs13WvWMe156rrsLCZhysxPIwDS1JhuBWS1ExjPRYFu4BCPK7WM/GTeYXPi6LsBELFiqSSkJmW/OpiLet6J3XuOCaIj2suiMu+tDZHTsqnCsIJxtfmhXSjPmT/KhfCtXLr4EiZ8HsZHaNUlhD9I+ULFY/df4qm9gvY1z5WHDnnkjz7JJ57/HHY7J9lehK/eeJ7Z+k1sMJR8G0GauTWhCiV5mCC2j1uiqxAENQbzyBV4cR995RDdapPnBc888xz9Xp9v6j3Ob3b+OZ7IHW6DpevbXDu+n+ePXiIETyvL2NuLU+OWhEjP63EIicuYEuZjGo2zUA2EUO+/Nl+2IGLxRKcaaVZrUdATberzOKjNT8KTRfXNQEqsw29dwBQzpCqxswmatQmtzoaHUAMdWN42tGzGnuwyrEbMwoxRGDPo9wl5wI89rrsObWgUReKoRH2+NHYgrdg1horVz0Yk90m6sHvJznKqechrxPzCGmDvcio4CRMKPyITvxT3Lj5VhoJZrQfYt316tosVy1F1xKimpunYNmU4KRB+Prs3HRMsnNNBAS9PYTuNNailaIgixDGWSuFyHWWdpC3MIkVIaSyBdxOS3wcDRZ+7gR5P2L28TemVa1cu8vzE49t9bPEFWg9vhsznekxa/fek/Dil+RCl+yGC7FFp7DgUYYZd6vxEueqAMQa5/wL6wi3Sgwl/4PHH8cHjnOPR8UM8kX4DvzH8FFOZ8Rb3CO8qHybrJEivTVEWbG3Fp5GnwhgfqXvrm0rUkGq2VBS2YPyKPt7ytWqJUgmBGGcVYUapJR5lUNcI1m7mOwrFT7b+N98oioI1+HacDxNVzOgIOyzw3UGkdznHtprRjpEfM/Ij2qZFkiWIFfwsYDOzQlejKEfVQlGkcaDNpP6ZstvAzDeo/NfPXi8hhbZp0be9ldqZrPocCi04KA9pm2ZMSFdYBQRHiSOwOH8NUHgW8jnM5Ki6O6cE97Jjghgl7aVxJOWojE4qqfPiBv3dS2DPLap/Jzt6PhC88pzLSA6G7A7aGJditlL84QgSh/OewSu3eLDdZhRKNL/C7zilOMFA4Ag80b6F1BQPSfinJMWvMEn+Lpm5j4SsZv/zyNJn57m8EeT+Xczz++x5Cxd2UYGt7YhyfufFxxZRSlGhL95C9rbBxFmlmU6YhRldm2Dnj7ea98Zb2tqC2lH5UDCtRmwqYEn9lyVKSQWtUK0oNTAijkGk0roDZ7SKR1p87nyYqXn9Q4TQ3cJMhnGMpTs45/bjaEdmUo6qSMK2l+wiTqAMhEoxjrlzEoSe7XKrzOcUzADee9qmfSaDpREYpHdWLznLgsKNiWGQBdpLd+N5z9ydWiP0sOp8hQjs1dWek6QkdqtmjFgg0pVAy6SMfSSVa2SjIn4pWRPavBu7t7pym0wkoryvtGJU1HfxZy+Fq23YSqIDE+LRVCdaoAYoAweV8Jk85eh4FNvVvTb6rvvxRyPk4hZZ17A7GfHA0S3+wNV/wiPpkHSp9mMJdE3Jh/ovLHYNDxzRKf99Eo5IpUVm2pRaMfTDtRtbUbR2TjrO4dYBEgKido74nY9sJBbaGfrsq+hkAjYndUo/TXG1+IJqRLoLQmYzEtMiNS0Sk5JKZyWl3Gw6V7SNjImGEMrYVQwFp1bl688ufUmrX9lKd255WV36YcPvgDFo1kLCOQZt6xRs6qfz1EyQObmaiOA6DhGlPC7RmpVURMhMxm6y2nXLTEZqvrb8TgJsZWGVPE+huDvRlLO3VXclT0aEy9+Sx1NqycD1SSXFShtreuvXsuoKvbGp/9yOzuS8du87psYaPFPHxZ/MroMrOy7WmpbdvpWYAhZK7uE4WPAVU6uMTQ4X++j1m9DqIg9fYbT3LLb4NMkv9bj+PzzGi//zQxT/LOHxF1/mr1/5NH27iokSFHSIzf8uSGQBnNapUaE5lZZxnGPZrEGu7hBujWInA4MlwWs1vz9VFK604WoHXjmAYV6jluJXJirz/1sSJLgT+yUk5izSuMaTL9Ku5rcy5JS6BIbTWJtYba2fnp6tR1qLXGHjGIwuPqMo6hIoN0BGNnyu1JLD6oiJn0RGS9bHOcQZbNtRjipKXzELMwotSSQhWXJMzc31tTQRaDlW5tWEyIzwetoaU6nGv+JcYUXP9ujayH4aeb0XRXCRhJbtcDG5wKBmRojDKErLtjeqstyp3dup3J2YSBzzaGpODancvOMUIMCRN4QQYtrix5itPp3ODrx0BKMpW91/zJ//se/khZsDqlFF9okvc2OS8zHX5VNX3sKP/MzT3PdwcWLTgTT8CpUOCSR0TJsixDZ+pH6IIpiqS6lO5qDfRY9n6HaE9YtGVd7Y+q8AjaDTBwboc0eIHUTnO7/1BIIDja+t7pPMkd2bI58TkcrS61YcmYlDpU1OEVPTu08wFjN4yzf+ckF7uYtn0CzDjg5jrcnYNbyRSETAz/wUQchDTt/1GbgBLZOtcReZFDCGm0f7FGmOOMGKXXGUTuyaU3sjbH7Jvk4WHXpFqUU9LN0oEkV2ya2agE4kcnx7XR0jaR6JToSBG5CYZN586JgOXdulqG7D3nob+/qJmM5jtnZOmwCaadQ53g+OyWRGSzIyEwFiRarw0AWwB3zmS7d49bBL5S3pbz2FDKeID1S58PL1lP/qTz+8edtisNXHsBicuJgWSAslAi5PRhKCwG4X3T+Oy2iFYPDkqCyiFUXRlkXu76PXj5AXR5D7moxOEAlgStQsUq9mW04yEjkrtNYTvytWEtq2N3dKzbpSkzLnWVo+bM4HL2g4l9a3G99dOS9A6PRRY7GjQySfogQqLSk1XxynhpUIKZOMLTfYKFIgIogT0pbDeoevAmUo5ylg3/bpu7unQvl6skorbpW3OCgPY7G6YeQkOsVVNgODky7LrkLraLphPuiYDnvJ7hxl75bgMndrby7HJAJbaezWLSGA56aQB+GoVJzGAmjHduIcDxX5zsu8tL9NCAYqj9kfrpxeDcLzT2Uc3FgPNI3keP8ZQChDGbXQxKAIqWkAgbbppMf1pRY1YHMlwdUyPgavTZN9qSbTTZDHdmMKe/0IfX6ITGMUE6QkSIU3+SL9QmtChi7n5Vmy4ujaAba+wJSAIFRaRCiCLkc+CzhA4xyW/2z4cjbUnpa+mJX/xcFf3+3jeztgYiQTL/hV9so8FPXE/OI7afBIa1EWwnZ7m73ODmYS0+BufVNtucHXZFj3XjAlnp9AIA85Yz8+Qwl4jfcBkVXiuga13vBnJSbKcvVtny23FbUA5wqJiwbEWfbmSeUaM0RowUERazSy+p7WZGpo3cLXOM1daUWqE971yE1AwdRAFT1500CabS7Mmrpb18jqtIkzV03OvYyMBTDioNuBaUHIIpLZh4oylLSTGOkECdGxqMYu04U2stuKx/fSAVjB7PWhk4Etwc5A61EVURwpqWmTh7Onuq0kc6cUQ/haG6w+6IBfKXae1rE7q5N31meay3VtGWNQk8YmQT7FttoR6U5MR5qWf7Y0/a4ow2rEwPXXbiCAxKXs7G7DVEhJSJK7GwP5ejUnjp7tUmpFz3ajYouHnutSP30WcBc8VRjStLud6eNMn7NiGotl1+0svdCfz+YpyjTM5t3BU/fxqzzGe89EYtq2GI1bWIinsyWKWkvQkqkfk8+jm5THrh3wgd//NL/86Ufx1y5gr9+cU9emWeCbP3i8QpOybMbszNOeRBMqrebhbRNZnKx90M4IRyPCToIxFYZAiWeqOVYN1kRepYa9Ms6GAbsZstOCUYHeHIKZIpdaaFtAqkUNSpSWaVOFHH+KBupJpzTfN6IzdZwAjJ5MSb8qa1Kx0zp7zQuClAUmSQi26SQullnm+PEaOIsT3IjQcz1CR9EyEJZGWNb27jzCA2+0qQctQbJzAZ+MmDmrgBVLh05U89WalXQFYFpHOtICDNb0Ik7uFDvtPGVLJYXTxp+W7c3nmGAxM3fSqRuwRkmdweMZ+wnTOhUQFSoeQPD8Z9//cT7w+5/m448/xHM/L7zwmxEn/YHvPeDP//UXN24y0KaQb+S4GkZa2Hqyfc55o6fcxFkCVYkxJYjgrCVHKckpg2DU0JIUL5GDyeFISRYo3X4CvQQZFujzB8iDWzHdi+8SIQEWIy52/U6eEjF0TjilTSlQY5sgEM0yp0dLZxXNz76R5usXIEkw+YzQzjCiOONIJD4AqlCBjW32inJ+7s8yYwUVQzmsIsbJrd5YkcpjBigd2zl9RW+0aQ5+Ai6yTJ7HltPWVFJcPQrU8HtLIyNVD+sa00LqVPqrta8vBsvX0k67P7zWIxyGoIHpkupoXeLliD/Mtvwi3/Ke63zLe67DD553oxbsB+jUUVJsQ8taBLK2qy7O3BmvsbkGdeMVxCqBWP9qoq2SMtZbcJhmvwVkkGBMH33uELm2HSESSuzuGaXtuuChqgvxEFPJlu3gNnAUzelW6oL33OncRWNuvYV/+5WsOrm4hpC1sYc3kVaGSiCTiEW6Ve5TaEmpBR5l5Eexs3SOG0CMkAxcZCUowXVWb4nkFL221wuZfVcmGTiH3lYr55SPi8wj+SglH5bKDoKzW7Wj+tod7Jur+N1YvGPXLTEUKowLj8OuYVYE4YDvQs/51GlMySjtv45IElHTTQfrNGe0jB8xEkcvZtU8oclLRxkWPeOKBfgSINecGTO8+Jph26MS8H2Dv9ohXD9Ap/EzSABTYazSSTr03Da25lnKTHsNhBk/s/Eg1/zJWcXuk3QoOne3LK1kM4wh/tmQihmLZm3SyShq+bGQCgrquVHc4lZ5C6/+juhKRASbWUxiqKaLUZ6mqLtpXZVu1mR9Q0wsyJ0xXp66Ko1RekMJEztvyfx6/lqltG9Ox+RMTOeqpQtfBLzivfJKYSiHY9KltqYQ0xrMQ9ziwwTOh2DV4Aj5/VTyAzXV29mSQiufbaKSQRcOZvN7f5AYWlZq6Z94oWSa0tYWLTLMUhjuxePFU1BSUlH1DFzpE64forknyNKNLh5rHB3Xo2u3yEwn0qJsuNia9v4meMDpx7KMsFoANxsnI2sO6bTu3cn0cVEwDJ0+YhIkxPNsxNA2bQZuUI8x17pzd0hGJybCCdQroTqdp6mxxLz+IMg3wpoo6Y3Gc705HZNhQdO7fIFlBjy8WKU8NVZaudYJUWyVO7EkxjGxf4xb/EkCKaqnnyKlRWXezvjgrxJujGla9PG90y/sRn+t/h8M2lH2fObxTYu+aDMrLVak5p2O84AOR5sWRiMNq8PRIiMlxWFJxBH6jvxiC54fIrMYqQSpqKTC2ynOGKxJ5niVhu1w+WZe3v/573L2cW06biHyPa1e6A1YcwO2a/7+MrZpKY0QIbS7uNIvlhaha7v0bT+eq1rB9k5NRHBdi3qlHFa3dU5vVjttdOVraW/OGpNIREyPK+i51deNokF5MaR0c8MglITM0jJZbPOHitQkDM13k+vj7OpHaesnUHE0tQ5DhZdHKOy/xUi+CfeQJXn2GB1PyAeWLHQw2LXaSkMvEfeFODcZAlhD2OvBq2PkwS5OU3rG0DYgxlNSYiN0c15Ez0jinFyTEdLAG6AikGy3EZOizx7BtT6m7TASeZhUQlRnWelqlViJWCqvFUWY0TKRZKxp81osgSrux5Kd7axOwy41rzZOaj3SWl+u+Y/BFDlYh6at+fs910W8LChNzrA4CsRakUhEsC2DSYRq4nFtu8JMcK+Zr6mvzitc/fVib07HBNAycBBWx1MgxuC5xxfwlCRcK1tcSDyVqajUk5iElslw4qj0LRyGv0CZ/yC+9xylPySQgjyEc49hxeAUKgrMlR72hWOqXodYslZsfXqbWbBmpshgkHxGNR6T5zndrW2k34aDMfbYUw6U1CYkOFRtTVRff1VN4KCCUSHgSXKPKRuGpaW+jDFo3xG+dAt592XURncp4iNaPKRzR2llUXOL/FIFlaQkkq44iSAeo40y8EnkeONiznYyKwfCsltafnd1/SuRlQih3cPMJlRJxiRMmfrpHI9mxNy+zqRV7ZTWlxERsCBW5swEyL0JGch9XaZ8k93Jb7LDWTJTR00HBVw8ge9wBoKiXnn2xi2qkeHSlS1C8BS+5MiPSVJHFSoGI8+X9sdo/xr97XdincFYQzk8wGaGdishlYRZy9NuO9IjodiZIWpraltLqAu/VgWpCsx0jA/Ki9LhOW1x/8GYB3MwPUP4yg3S+3u4LEFtbP9aX6A6i4BQBK0L5qpKMp6izszpaVciAQHZbiGeOGv30BbBQh5KNESqE4eLU+RL6ZJgaNvevJZlsTShmdWEUFOFrEZO6wXt89baTgcSbIYgRPaFFIaHCDqnb23Mq2foR/SlH6ldNtXQNlDqrr4vuJbF54FyWJEM3BpA9l6wzmtIhjAn0KvLB2+kvXkdkwgMkkgyN/Fxhq65qBqalEpJk4RX9g959aWXyIuS3qDHbJpz8cIeLz73Ao+/4+0MQ+DBvR2eevIrpFmCeijLiqsPXyRJBRGNmJjtFtwYYwZbvPDSK3Rcn8QleFPRalna4xlGK8p+B036pEVFKITDpM9WZ0pmZmSyhXl1TPVQhrioblKJUoaCBEeqSQR8VgUiFu33KLPYhoykcbISVakotBN4dRLTuocGFEGZ+CktMrxUpDZhpaYjMu/WRThCIDdjnGYYNVRS4qWgFXo0eJcY9jSp69lwAK2pdxdth9OXPS3qUgG1DqqSruvM2QUaG/ohgrDlTuF0kpoaWVcjsZNmUsE4R3lc4boWb0NdN/vq1HHvVRv7MSImsgb8/zWm18kMkZb3VgFZa1XuyQi0DFbblPkMNY77LmZcujBgNMsp85ILe7t0um0u6hbTgzGPvuUhppMpk/EUVWW7PyBzjjJUBK9MUG5OhmSvBIaHEya24PhwiC9LWllKqG/JdrfFxQf38NZzsdNmpwskJTmgLUcaOuhRgbsvkrXNUqHCUSAoKU7tvGsGELRAReeRzTpqGrjUgVcmyLND2te2KF1Jopa2TUEVDdGhNEyE8y4YnpkZ4aVCiZ3LUnICFWIsTtNa5PLkBk/aah2pKX3LqcufbvPjE0DjcScnCMoMhra9De1L/fnZGSMSIoIaxbYsZVVxUByAjSoq9zTo8g5sWAhHuXB/L8JPqpCjzSD3G2RvbscUp1hjAfxGLWywpKJSBWXa6kPaw+TKuCsEpjywN8Cklhec4fjGAVeSLrPS0/ElyZUd9KHLNDNF4zJn5gswijHCoJfSane44fc5Oj6i3eng2i16ez1u3jggNZbDoyOupBdQhW5W4FzdPBQoKCgvCa1nC/xhjtlOV6KGiqqWvaS+sSLY0muEDTRNfoOJ0dKyXe6iL42xL03oX+2BK5GaDqa5Bhun5E3OjClSk9IBlDIl0w6eyHtUSZxTCwQS1uWdVlMxWXuH+XEF7gpRXJVzVd9N8udBw219XpNmn2UR5yRUJVRHHt+pGIslM9nXfeQ0KWFWCb0VVs43vhv55nZMEJ3QVhIv0BszuNiKR11fTDWpId7B4UwZhowLRWAr8xwnfYYDy/NZm0kZ2FPP214akeUV7LbACu0kIaiSh5I0dXS3MlwL3vPex/BBcc5QhYrC5Gxf7TI5LLjidsGECFVQxfuGKKyuCxnw93WQZ48RM8Bu2Tk+yugSmVl9b6saBMVrWY+rSM1sebIFD3K5D9ePSW5NqC6nePFYU0UalXkBOxKweVODNBdYdAqZ1msTKgqCVIgYnHfIuS6nxTZkqdi+uoSuvb7p6R2L1BHhPnB9ggbG9bCycnYk1JjXcG5oQeoS2oMWw+GIqZlyJDayEtwhIPeNsryK2KtlP1oGYVwJPYnRciLuNaHG/Wrtze+YYFFvMhKd04UWJCy+IZEYSQXFV8orU8MrlQGTxPdqOfKXsbR3tng0HyHXh5gHt7Em0E1SbGUjlYTGdjXWY2uWE2tiVFPYCe1dRwiBvIzRjTUSHVN9wUiNFSqyiurBjPYzR6TJDkmnUxPNLVgnAxEIaBByVYIECinJSPF4KvXzW98R8T0YD9e68Owhdl/R3RYqFRC1ncQr6h1iHUZdTanSPEEjXcYi/VKCeEQDQQJmGc+6krYtF8SXncw6TOB2tuq0hKACdadz4PrkZU6lVa3ScftUa46zqvFckeKYUyl2O2mbclBSjSomYUq32/m6iZpyLxhRkiU/uvX/sfdmsbZlWXrWN+acq9t7n+62ce+NyIxMk5SzjJVVIJdRlrGEBLJKgGRZMkjmwTwZ8YIELwgsSkJYvCLTyZYs8YSEeACBsQEJwYOFhURZ2K5yZqUrKzMy+rzd6Xazmjnn4GGutXZz9mluRGSRdt6ROnlPnL336vaaY43xjzH+v1COim3Kkzdh8bwNo7vtM9fZL4ZjgrTiZ6kPaIycNp0TjLgTkBR/K7s1E6nAZx08fjRj8sk5smzxVS+saDMaH9DzltU0Q1kmsUUteibJ5EB8GEYpevbEHiuO4WrJN5bQvFsw+ewS8/49VMzI0Q2bPUDgJA1bpv7vpLNmMDTSJuc4pH8qCXt77wg+OEPKjDBVRCImviBb/E8Y/ZAyP6C2f5LafYfOpIjJ9L1UgRaV2zurdyOfzb6utTvaEwlt/O1mJgPdcnxWUmNl0MCROxrVd2+y3erTMi6xkgalrxyXCKUpMblBj5Su87Srjnzy5alk/yCsdMptviO1ySwIGrdobm6yq7OQt3/itrf/4jgmSE7ooD/l53XCnIodgbDh902pqA1beXi+NHzzMKOLHshBDW4+R+aX2NajdtYnP4p2Add5sqnD44gmDeGWLmfVtfgYACFGUK/YXhx2WFB+KrRFJH9dE+4nNZWUfqSRlUAkF4tVA1hKMXgCmWYjdazB4AYPK31LQWZY3qv45Hc+5N1ffo8j99fIw98Eo4h4iODi32bWlly0/wGLw3+SzDqCdNvYlTJW6zZ7mfbhRtsVtje8kfdGVoKJgWhkXByZZOOg811s03ENjucmvGtQ98VBYQu6RbpWan7+Wgl2LdweqDD02u2dVbzhM2927gK3jAz94zmScpMNzulengQ1d8ULBos6pnC79vki0jiDFoKqEKNiViv84QHdO8fYVsm1wOIINhJtTqcBI5BbhzGAAWcyjEkLOiq0rdK0EDYnaQTahznhdE7sAqteQFAQVCJeenZJEVQNqkKmbhSxTMMqiQIkjZ4oASWo8vnFGR+dnxJO/zNc978gdMkp9WZYIZwyc7/JZ//w+ym1G+SO1CCaYPYgHStzwdye9j+vWJizKzf3MLV3M9Pl+n3DeW7O7G2+pkWJaVdbLCnGfQAAIABJREFUUVNlKhTlMlzeyMl0nSW8SfeIL6xtHNkwQjZz+FUg1D8vE73Xm5AwpZtM6VWa3xAAf5Pxnbu4sF88xwTJOVU2NV5e+lSx6+K2g3I97rTngrcB6iYgzmJxZKs6adUVFU2Vc5EFTtsFi7hgZVc0hUdV8IT0NBJFJWAyxTlwTnr8qG9y88kvDhZz6GYWXi3G2yU90xLdbUNDS9ePqJg08qoAmnqZFLxGVjGwiJ5FiCxioo07PAk8Pv4/sWY/eXzigG55UP11JNg+OnJoMGg0/ehNxEuHp8FLQ+ipfjdtswVBN/7ddDRvarGagiqi60Fh13ewJz7vwYn2+77D4lFVLvwFq1Df+l7oe74mFrGCX/58z9cZAbtbqd2xYZznrjjTGCndxduo9jf27RHWL1Yqt2kD0+XjEs66pOL7eKeCU8e+MXP9JyeCnb+mFcPsPLBozvnw/IxllfGtSUGUli5GYlS6qGQONFuOncaBSAygBEwPYcU4jK2Q0m8DRjbL6dDczyh/vCKeFCxcwBlLIYaCEoh4kqqKkNHERIViJDmqRj1rqaYeOFfl/qN7fOPh34IbBpUBjAl87eFv8VI8PgpKavK0xhC02+6dUhmjnEjE7lFFSee00zC5hT/tr9JdPTCbBAsWF4TZAaAjztRqSxMbcskQAhprkMmtKV5SCTl6o2hLjGBSryfq9Qrh3M+L3caGMMhhJaqXu1carz1VBToPiwZdNmjdpvfmWXqQHL9z7TZ/cR0TMIxtcJTBZ37NfDlYeXXBWgPt2Ssudcb3f+/H/OWffsLHTYOV1Jnz5999yq/ODsgKx9e//YSonhDBmpCeQzFDJS3mYYZXSOR1oIS+MhisSXjTcDh5JDzIMM/n6NMDMrG4kcQtpZShbyowGGJPwpLFnIjHiiJqiaJYTIquCsi7zzHhdqkdwePqV4iZ4oscZ4VoUj9TgFTRU9PTsipWHZ1Z0amQazkOIO/3C+mFfW0Ct5kWFdQLTNeiWYFgmNopne9YxRUTW+EQ4G4AdSqZv/mch5gUOYVlQFvIpv9oLa3BKdWxTkWDW76D3Wqc9lHp6JCjoi/O4XIF0xI5qJCHh0kSvq7R5uZ77hczlds1Q3JIm5iSSGo83MMGdnR4xIuXL/hrLz7jw7qmU6WOkSZG/uuPPuE8Kr7zfY+S0nVKCAJqyCnIJEuT/gFCn/GYDSekCjHq1qGIgD+xmMaTNYoB2hjxGkc8oNNAIysWsePMpwiqlZZcHEpSWU3xju3reUrkAL3LbSBKJodYY8l75gRU0OjQaPpGz6yPldLcXSTSmZraLAh0zMOcJtZ7Urh1dRFgN727EZOSJCsuiwtij79N7YSZndHGllVYoRhUrmdgDNpP6d/FVEH345Iigp1YbG7o5j/fad2mtbHl3F/wujsdFaHvYpGA1/bqeXYB/cnz1IHyjcfIkxM4rNDMEq0ikwJ7cnTjtt86psFymziRNs1JmqvbuPBdUB5kFb/6y9/md1crdkVvVOD3i8j7335GF0PvcJQYE9ekl5YYgJhEBcRslk4lYTpG0nt2t22U7nGB++mCGJUGzyK2zENDo55gWjwdPgrzVggoTgSvAR8jzqR2g4a2lzeClfku7CmNb+0XaOVXaMuKJjN0BHoR7t6pWVQTOZtRi9EMqw5L+lcl0EnDPMyZ+2VfLd51NFfTuLtiUZrlSFZh5hfjNmZ2ihXLIiwJ47e0//NR1xWrkV30WqcSISxAVyOL5qYN+nVihdjpyIb582qqyjwsuAgXo+KMV39rKiuSHkBWMoYBb1Fg2aIfvUSOZ8g7R6PEcFIn8qP6zm2p7lvHNJjq1ashXKnMGeBg2UDu9t7mqqCi5OVARWpwVjBWQPqGRKsQwMUMo4bgFR8ifbsT1kKey5XcXQTigSM6QzxdJMRIDKZP61xPyHaYB55UlswfUJmcwjgK4xDV5KQ0kOHIcLTmm7TyPjfRCSsFF9m/Ri0tnojvGxpVpe8NsARvMDFPDknTDJ1qIrXvQhyn1rtBo26PXYcxbR7J+rcdjGoyw3QdRN9fq7SVVlsu/WVKXa/py7GS2HDWdtOiNGBnENv0s+88ek4n9YpfbOjbqYK2cK2G2x+8ddqxCqutvwUNW6oz19kmmZxERT99Tfz8NRxP08/GDZyqubqHNHC/vXVM0KPLMc3VjX/T9PcsRRlPJ5YstryzXHByWFJNK3710aMrF9AZ4U994z1K6yicQaLgPXTd8MwP6dFiIIRUgUOFzke8Tzm6c8K13GQS6N7J4NWSWHu0Z55UIKfAYGlpyWxkkiW8KTcZlcmGsh+59DQmEhFRXuV/kSAPr9AJqwqqOWfu36A2vzwyXFoxqW+pj3wsFo2gwZLHKblWWDKKOCULFdpZ8jihkJKgSh3qW2/OzYhqd6xm/bX1EZUqXhWqGXRJ1cRiKfpxlMsw59LPU5qyJxIysl5DyaHdsCykx/RIrBLXv02wlcGWhu7Co2F9rF8qxRuiua8gTRxUYMJO3B+JSc6J9fFe2zqBIFHQT1+Ds8g3HqMnkytzmkE9RuydiwJvHROkOF418TRt2jKAFR6UhqfZikfnn/Fs+ZrsacqP/5Nf/y5PJxMmzjHNHLk1/Du//E/wS66gkJzCZThr08SLlZTn0T89bEQzj8kST7X23d9GDXgZK9yMUQljwOBzD0+nTD6ZUzSpRC4IDovr6xmddLQkPMf25V9LUgOOsFHFE4Kc8Hn+n3Ph/jyeR6haIgUr8+ucv/pNwuJf6hk003aMGkqKVHGTdGDWGry06SbXvmeKQNPf4JGIE0Nh8hs6ijdOcudvNzmyNLCr+HJCyIsxIqtMRWEKHJZlXHHand2t2ibClXD1ynsq9Eb59XVaZ0tD9JEYFCSHL6H4K6s55tXnmIvXSLNKN83gqGJEfIf4bij13ritSGQZllf+fqUqelMzpIK+ukRFkMdpXYgMCOamM96YFL+D/aNVOvhZ2cb1ylCy0KHGQCUEZ5lllhLLs4MZ1b0JsbvEdpYnYvgb//Jv8HfOL/l8dcE/9WTC0+IQ/XyOFUs+dQTXq58Ew5giDA6H9LR2joRHkDCJGFM0lTuDuP03V3MYCCYn/+QM3jlCZlmCnTXDSIuoQ/oeIyOpaJ9LGnhteyJ/ZwxNTLNhIiWX7l+hib9B1nSsDiegYB4r5UcLsFOaWZ9rioB05BgcmihXJE+VndCmKEpMjydAZUvqkKSoIUkiTexm6f5uT3/Z+m34TN/xbR0aI6wu0XJCNEJpCgrzgE49Xjsu/Zw61GnfexzPQCF82+xb8gHbUe11bxcRTG6IbcSvQqrWfYlOAi0naDVDugZTL2F+kSoneyqe6jLi9DC9vseChlEa3CBkIniFqZ1t9TFdS6qnir6aw+UK8/WHIDvsWaPUfWrszN+AovitYwL6yVlQxS8XvPrRD3B5xsFkSjSOjzPLqXhis2CynOF9R+FyYlB8DDx6+IB37x0T6DjzKw4fTClPz8nClHiQs5K+WS/0Yxs+7U8sqAhWlNwJMShtDDhJkYnEjQW4e9OhdFOI72bkH53SPj4gHpaJA0+zMXKSHvwWSampxZAL1BppoqfTNEyMmD4qMuvwHQgZ8GxC/tEF2dMD4tRSGothUBVeO1wViCZSx5qpFIhCRpKKwiQucQVa7Qga9kz1r8vOw7HfZRWPTsQYbFBiVGoJNN4wcSlKyzUDB8uwxIhJoyc73qTVjiY2HNqDW/dn3fbSWXTCj84t70wDD8q4dVyDczLO0J53ZAcuyb1/ETO9/lteEvKSMdRG0mujr1fMco49f0k8OEHd1QKHwYyKMrkYnAiVnZCbYkzbr3XQquiLS1g1yNcejCB3f4VAB1wp9c8FfbMo8W0qB+kqWIEuYq0lzzK6piF0LbGraS/PKJ0hAC9fvKJpWoLC6eU5PgS+97u/S2YtzhpC9HQ2EE9O4HWNe9WSkSG2Fw7YWGsSFGtT5OKMwdpEV9JqpNVASyDchJMKhEpov16S/fSCuGxZxYCq9B3QQlSlZsVKGyJpkDg3FieW0EcIQWMSKSB1k4sIa/egdIUQnh1QfLZkutiEyQNsDC8IUFJSSSK4M2LIJE+zesYycRWZSYrAUeMGfpE+PUz3N9rsPd11Rrs9tDKmeyJoWWG8JzcWI4qPKVMXESYmtRFchvkVXAUgl4ypuQMjwTCSIjJmfROnfPue5155DRYjAgaymUODEtq45YR3sZw7Y1Eiafrb7sx2ihAnB8TZEebiFLOcX0ntrFgKSbCD7bG1iZnQxe7mXq4Q0efnySm9ex/cVacjIkQ1nDYdPuobq9a8jZiAcURlGZAHEx59+4/23NlCN18xOaz4WtkR88e0scUA02qGdu+xWK4oDzKYdIQQEo7uWzKXI0+OsD95TZVVLA8d3nrEC2BRQmq4NgpE1EvqdeotqtJ0io1CKea6aDw5pxK6ZwXZp5eErx/SWaXQSBtDqgJKT41CQ06JwzCRPAGUCsaY5MSIqEDIXD9dLqNzihOLvHeIfHwJMk1MDWPj1fof6UdbopoUvUWDIsQY6GKHFYsTxzIu8P1T+dAejAshkip4heSwnRgw7CUqtBoojdvcfXq3KucLT1lY5q3h5crwbBa4VybHVfRCE/s4lIxc1dG7q3URPry0PKwih/n+1E5EkEyIXeIRdzOHyQeOiEgba3KTBrUjER9b8j2RXdRI0NBjdWmScNj+9g5Bs4Jw/AA7P8denhJmx+jG+46zI9pYswqX5KbEiqOy1ZXro5qED/K2hc9fI9MKee/+tWkipCkJEeHzVctRvhbm2Husu5+98dVfJKssvGrpgtINF1sVioraC/M2cO/Q4SOIVTo3J4pFrPL48F7PHpmIxxr1GL/EuZL8vUPspxeUTcbyoSW6iBCR0DdwoiBJiSP24dGQWaIQg9K0kSxL3E1AT50kkK0XrJ8a7JGh+mlD82ySohfriBgiZgTBVSLz0JJLRiEZmbEU4gh9xGS1QTKH9hP7oX+qF2KRwiFPD+HFJWZ20sMa64gFUVCDEdBoEjWK8RAdThxTOyNhQjCPc7r+fGd22p+3kEtOpr0syY5tYlLDFDw92R7IWHWsXHJes0ypXGC6cZ2MmFvoPAaQ9s0clDPwbBawph+o7r+/vUIITsgO0vCvWAdG8dptXM+E+dhrBAGCBl51r9P3JTal4CJM7GQ/1YsxhINjzPISu7iknU37faTUPWogMzmlnaaq8KZb6IH1gOHFOTx+9Zr86TFMyztcIuEoy2hjjY+RTQ6h26LBt45psKy/wb1CPtaOUy7dRl5byzveUtkpS7+gibF3RKlRURvFmvSECDHp0xFWdM6i706YfrbCvrD4B4IxIQGKQ6uIgjOWMhNWrU8DvbIGDn2vIDymDgqFWIwR1PYcOwLtwwz5oMWdOeTeBCtmjCISoJuaCTNJQppWDL6fbXM9jYoEJThStKQmAeYAUYgYZGKhzPn0h8+RSU4Ikems4iefXAKBykWePH2EEpjNSlLvSkg4iyYwvjAJDG+5qv+WKDTslb9tmhXp+aDWVC7jhbQOocUrXLRCE4TMRDJz80JY7+yLoRtGYN4ZfOy4Vyq5cQPUMjY9jLsQAQduZukuO9zEoUaJ6okkeSwRg7vmWAbnWsd6i22yiQ0n2Qk5e5xTn9rJZy+wrkLLdapWmEnPRrHf05j5OVk54d16Afen6LS4tWjZ7xIBGu9YKpzkCYpSXV+V6+ytYxpMgMLC0kO+MVflBKIwj5bQBKrZjMLkDAlGQ+poRqV/KvRVCI3YKGn4w1ouHjsOPl4xPT5hlTWpnylpaCK9DpoVw8QVLLsmOQk2a0/9Fzpg4RKxPaW1tWnpRlHqZznlB3O6iUPKtSacwSKa6nSul36CRJESNSImpW6maQlVhYsZKTIx43EkyDui9ydc/OQTnn+y5MVZ5L/5mz9GNVUSj2aOv/Cvfpt6ccof/2e/w+xgQpQOUdfPy5kEnEtSDQ6b6r/DU3R4Lly5edfOxfbd6mv58T4WM5Y8NkRJsOEsU0p7954fQWhDwqWqN1wdD8rIR5cF8065V0QS51Cq8131E+kP2cwRm4Sthdz36Vw5ahLuM4PhyB3SttvNqq12vOpeM7NTKlPhZEf+XQQ9OkI/eZ2wod453SjVJIJOD5AXLxJ54jtP73w9VJWlV17UgWeb1cgxJbje3oLfg4kkJoF6BxRVoIl0GOqu4TJcJAzElJSmZGqnTMyEia3SzaR96dX0Ha4x4UR5VrB85MjPLqlikSImHTCUmMKgmFKmvAcTb/ruuhip20hdR9pGGXj3NVf8oxz5+AIf+g5t1mq6Y4pIj06oSxp4oUBijlFDzgRHhsER6WlzEZJAncHYnCfvvcO7j97hv/1fP6RuIk0b8UE5vej47//3n/Dw8QPyPEckgMQdGo0+hjBK5uydmRLXX0nC5YaUbqDZBcAYvCsIugngv5k5c7dJ/N10RAS+dhi5Xw7DrCkKEYl7UxcRwViDKQw2OioOyKTgtmhiGDQuzNU+Kq+eM3/Oy+4Vzb45tkmBPD4ifvIK2tu7uwHUOkIs4P4RmLuTwgWFTxYeI3C/SFE6wzf2FmN6A8sMI5nR2AoM5IaA0PqAE/Bq01yYmJEmA9L4QwJv2zTcGDXRnMSOKEI9sdjac/BZjT4rqM3GKEBMGnBd6MitJRDp/F3oa0nvE5M6xg34Y8EtwL5Y4h9PU0on0nOE953OwDDPb4bQDVKu1wP/4j3ZqiN2LaZkIOcFNdwTy6cfzLeGjYeP/94H53znvXdIU3UFJuawUS6uY81KVyhKktpMjATpkm/Gibtnummy868mRy9Ch2PphUeTeGfp7F1Q9qIRDgvd+/lhEt9roNoBp2sPl63h4SSOf78NTzFWKGYl3YXHlAaT3+6ohaSZ13Xd3vGRTjted68oTcmBPSAbOMwFmFUYQD9+hXztAWoEq/8vLvwNRF+AHOHtnyKY7wIWlg0sG+TR0X5U/xo7bSIvm8B7U8cdTmnL3jqmTdsAl0ecTgQajxfLwmU86PyVGyc98ZVSipTSSE6nNa3WeAkgqQ6X42hOLPnHNeW5geOCmgZCauvHgprk8PI+iriLcxIjiQtcEyuBMdA9KTA/WhGmGUwTo+XAeZR0Vnq3JLF3Gj2e1gV4vUCXNfgAkxKTW3AZccAhBMhKqnsXe4dUrTVoaYnWYmIGunGbCX3DpzBxEyqme1K2227+q69r3y6AKr6cUrdwmO99660mQOX02o8qyrm/GH+vTDlGfc7ANIt0If0uInfCrbwK7sChnRKWATu5eXxDRMjIeJDd59xfsIqrK+/xGpiHBbkpyDYHtXvnJHUHz7/P5N5/jPCaLtZ8rzmmU8MvFb/F1Drqs/+QuHwfeba/LeAmK51QmPTzpvbWMW2aoQfAY+oLGcwK6pUfuwl62fJ+5TGlTzLVOyYifQwwQU0EasQKaiKuV8m9fJaj5wuq5ggtCxrToUYhyIgYxr5r2sg2m+X2viBzhsytB36Hm9mYnPAYzPNL/HsH+L6hMRObeuEGyswovVy6x58vsM/nyJMJ8uAwYVRDkDS6NRhW+/vf+RpPTv4uH75MkucARW74F/7E+5hpkWbtYorMkJiGfvtaUIhK7VuCaKomMeBhcZQm324EkPE49kVP43ybCJMcJnnY+Gy/NU19Wvt6ara5v6G8ZWVEYqLf7R3TYPNO+HRueVBFHla7D5XrQd80/N0Tznn2EM5tNUWMx5xLztRO+gguRU4WQ2ATu9vzcGs9+vpHTJ79e4gu+fv1MX/l5a+MLwcV/vTxT/iNo7/I6sF/ibpHN1+QPVZZoXKm7/XaPu9bo8g33ts/7lbYq1zfuQELbaP8uCt4LhN8GOUG+jetF8+AeSTg2PYRkcVqUiOxGTQzh2laCi3IJU8Yk41glBgSXcnISrBjQ7UjYeHaixcMfzcUOiGPJTrLEZTqrGHiYeIjtDXa1EjbQdMRmhXS1Ui9wDiD+foD9OEhvpKtQcxt/u4+7ckcf+nf/BP80988SXzmmeFf/Ofe5y/869/pD1QTLjVcmwEGEkNmHJlkRFJPTsBzGS5ZhGW/kHRnf/2PDteandc3PpKQ+K1NBA2c+TMu/AXLsOqrqW+OQA1NoIOLjhpHAFpVOcoD7x8lYr5Ft74fNtzjnm0moD4oiE2Ec74OhGYfNnX187nkW0yhu3zdUSNzP2cRFltpX/Hgv0PsirOQ8V+9/Da1uvGnw/I/nn+df1CXFOE/7bsG3mwAWSGxuO6JmOKeBtdNexsxbZpIYhi47GDq1qndAMr4SOeV3z4PHOeG9wncK9ItcSXqFshNRdYzJ6oqQTraWCMxYFwOlw0SO/JK8IUhmjhGMqKCFaHMhFpjArL7doGwEUJ5r1hRXJZu/lxLMk0AqtOC8OgQXszRB1M6SUBsDeRkeA2EYDAyIU5yUI8skgpKJzWqKRey2pe+9aryyb2vPeQ/+tN/BN4p0QdplEMhgf51S8wnQOgFNZNZLPeze0jfXwXDkK9NApW7T9f1Jd0YEE3/RgJB/HjOg5n5OXF2NGpiqSp1bOi0Yx4WzOyMY3czWdl1toor6pjGjKyYLWA/ojReuexSa8Rs50xUr9LZDDYA7iJJ5GBVg50H8pkdz3ufWbEcuEPa7tXOwzLZeUhpZyYZJ87irIPVa9zk/0Yk8rcWj/dG5a1a/rfLZ/yR6h8i+jEq7+7Z+9VIDtL1Pm0itVfKPQ/X2zjF30ZMuzbp745d9ZTBaXWRUEderQK//brlo/l+xr80yGpxko8/ORNMsBBT/LFyGd18hf1oQfmq/7IEsL1zioKNhonLqJyjNI7cDj1I6cu2KqOqiiBkWiaw2yRVFqaWaIR42eLEkJNRkI8QcyYJ+PbSIb4FN5Th1wT/kJ5wnTT9uW7caEaQo0Nkuta61yFNVMXOV7DhgPqLM1JgDNGEw1GZSc/Xs46Rdq8q49/XCyJIR8BvlaMFQTa+PyOWTHq1GJRVXI0DrG9qPq6jjqBhjJgG55HZwL0ycrQluy19Kns1jRHZGTXrt1WVYPtOcY3Ddd8XQQuFyUfJ8n2WieHYTcZKntTfh5ju9dehwF/Dx/XaF4DFxt8ZTuNGi5qYHgBe1oE26jVQxM0beuuYds0IHOdJoKDZQx1RGMgEmkjbRH540fHjS993SF9vQgKnNSohpn+bmSE8q5D3j3GvO7LarLMSG8H1c2RRyXsOcNvL72QYMgxWDJmaDeKC9FQel62AfXRI9nyJ6xgdROqLMti+JYDQYtuA5iVGUzpocDhNs26DRPlWgtXTWWibMLKxZ6rPK2NVQFcj/Z2p0o0Y0faWUvnYbDEbrl3TdbS6Q1aXDZziWxd8+/0CHLpDjt3xelj5DZoJNgebNz8X+vGQ9X4M543w43PLy9rsPNveDAQWEVxpia3uT+s2eJkMhvvZPR7mD67IogvC1JQYbQi6IGqDZDqC8t/KLyjkamXPEHmaLXnhMxhlu9bXImiaRay9smgjy6Xns4uO3/6s5vunLad1oGkiP537NIv5BtfibSq3z0qT2lRfNEkUs9wg5B4AnjI5A78KfCAJ6HtyQyUl3dSxl11STM9Z1IYO6wzu4RT7Yom8Z8cbUCVFHt6nAWCXCxIE6WSkyhWVNG7XCWqUxiwodULogd6oQAWcFOgnZzTvTfuqn6PQElEDdGSrFp1M0UHGSSImpmhK+3RORbdiFqQ/F+fSsFhh+ku0ToG1ypDVJe0sR0zAhVQBHLuPrq1Y3W0RGxW0Z0Xc/IT2/ETj1kTIJSMTR25S5HRjY+GODRHkwGc+mBO3tR1BeDKF0gXiHg23L6Ke4qaW2CndpU/MBJtA/WqBWEvMS2zPy1WYYgTmh2OymhNZEdqGqihQ8x5I+q5/bfqC/+H86/hgCGOskiRL//7qhL9X3+OB+x3+7MNfZWYe00XFinBWB5qgSBO5V1qOnDCrLD+68Kxed0gmlMDr1y1VZngyvZ53fdfeRkz7TASmNjml1w2swtXIqZ8WR6DzygfzjkbD1tN0M98PeJqwxGIoeoKxiLLqOha+ppuCmwcmPjU3DlsIJjENhKiJLkU0KZQIBFGiSQlXBDQKnpaVXNLKkiieQEQQ4v0cbwLyckUXI21IqiYIaLOALCNaAyaCiQlWMz7NuvWleKuOoIn8bUhfUvopaOvHiXugf0IqOqnQi/SUTv9bphRxwLH3Ri13uXk3+S33vN9lKTW98tWmhZub2+XDN82Iwfad1JUtx30OkeTm9o0YDnPltBE+nptrq6r7bH/jpmAyQXKLbzZ4xEXQokRWC8ziAjQxOkztlImdcOyOmNoKQfF4VquWH/3oOUrGBxcFdfM+AJkov/nO3+WfmbzEjo2rAEKLo1PLZ905f+XTv8qqPeXzZeCDi45PXzbMm8iT44z37uccH2ccFIavn2QUU8ussnzzYcEvvVfx/Kzl88WaQfRtVe6LmkiKiu4XKa07bVMbwS7ulBlYBeZd5JNlu1NtWKcjFkdlZ0ztEaWpAKFD6WJk1XXUxtMcO+SDBa5NWAsCIkqRp5YAjYq24DBUzhFi4m9qCHQxElqg62WcxNNRIybJBnTS0D11ZPOa2as2UYKIJ4YaiS1apDGbzQJYOscOTAfSpfk9Vc66c5rQMvYSVAUyUgcPar+pNqTiiEsolgYXDVH663OL8OJVNGV9YFeTtD5N3kgzNC+Q9nZZqi9ihSmYmKrH5/YvMlW4X0YeT+IdY4SbTUSwhWHVKF29kdZZRzi6Dwj2/BUSAhbDiTvmwB5wYHIOjOJjRwyGuq6Zzxf84Pd+yN/54T+PD+kheGg7/q0HP+Cvvvt/MRV/5SpD6ov6fy7/NvdLy6KLTCvLdx4XPJ659YA58LB0fOsw49nE8bC0TJzBZIYXi8DS362y99Yx3WQiKT0ZhDA/rxPd7pZzAnJDjPDxXJn7zSfoRguBJGECEUMmBVN3TJGlLzREpe48q3uPqcQLAAAgAElEQVSOZhLJPz4jDxlowmtsNIkupd9viCmFymzCMIIqnfZSTh5iR+LgBoJ4lEgeJ6gT6vcrOr8k+/Ac2hbqS5oqRX8JB8sgFts/GIymtM6KZWKrMeIQBMkduuzYdCWWxJUOEVMoxteUPqekQrZSr33Ldvf6DbHVOgbdHEMRUjf5q+41pz7R56rLEoFa3NPD8yVNVXtV5c2RmG3zEXyUvsnyjbY+/jZwVg1mBGLpwEniEd+InOL0AK2mmPNXmLYZWTitCkUXQQNZXtA2Kz764ANmVcF08mv8/id/jqg52jfBXsSc9hq3ECXyQfchB5lh5oRShIkdvuf+UEg1ouPC8Liy5CYd9/2pxa8Cn112tF6pu5ud01uM6TYTSV3gJzlUMSn2uiL1Ow2vi0ITWRnLD04jj0rP04kjM/tLw9ITqJVSEbNA00Vi7ClvTzKserLPG/wz13Nz05fr08YcBh8izqWIzXsdqyEr9dAKuRpcHwR56ZhSYKhobEP9LCecBbIPf4o5LvFTRzai7ml+bst0/L9+pHACRLRX8JUiS+1KMQVR443aF5LMSUE4mAIJExtfePMvY+e/1lWueZiziknkIDep6RDrEN+h+c3c3G9qnXapWVOVAzfZO+s3ycBITNDbGzRMb6aXQT0Gs0V/clyk4kbEEtuIZKZX4BFiUSE2w1yewvIyfWOhppNALi1lYfn1P/otpDpBjcWs5tD9Gbruuxj5n3H2/6CQlqjXfzcnxREP24bq8hwN4EI+tmRsHntpdWzvEODJ1HGUW14sPC9ftVQHN7uet47priaSOJuOs5TWPd7otzGSrmRQXtfKadMRFL55sJ9XCNKiymNFZ2qsi4SQIp8YI+dHwvEnNVk9w5cACiI4yftsy+MwEJTCOXKXmAVan/p9Y0xNmrQGdUo0gVZqcnKsVDTa0B2DWoEPL5GTe1fuBF2DQOxS3BoMXluM9P1NNokniI+QyThqqIAEBZue3sm/bW5Lxv1c7XDe/H27UneFLB8dWQoUZe4vqUzZp3M1mn/B2ZRrLDc5uUltFwd2du0Q8lAneRNL1dK0qI3YvZVDEcHmgl8FwtyTzVyKeEVQ5wjH95GuBRGWlLwO59gImUZidS9xQAFhMlAI30fnf4j2J38W8+SQPzz563x/+cMrwg05GX/y6I8jL+ccPDrCL1rsy9fwaJu6dyBZ3DQjwiwXJlk23M432ttU7k1t0q/gxUZKZyS17jYxRQ2qvGrCKKJ4nRmxZJRY5zBZ4hjqiFhn0QcT7GctWUxDomIEZxIfVGGmOElfMLEnFVNDZR2VyxLFL0oXla5VQqCHnZcoSiklOQX+wNI9neA+XRBDJBDw0tDKKgHUO4tCVZO6bawxkmhRosbUy2QtNJ5xKSo9a4EFdajafntpSu+L2P4unu0iA6SiQtCQIoi2vq4v8QubxTKzMw7d4X7gvbfC9nPhb7L/jfcmZZvrwy1bJmaCUMexjA+AGDQv0aygcBMO3RGZq3DVfTDXUOaGCEVBPLzHn3vnz3DoDtJEAv1DVB2/5r/FH26foj4gswKOZujJIebiNDnCHdtXXDAimDswFLyNmN7Uhj6nlw2UZeJrGv4+sYl/VISlU+qgzG4ZYEwabA6kJtq0oMRG2iPBvGqx8xx/AARotUbUkpuyp1f1aIiIGRAXAz2xfLQgqsSQWgywSiCwYkVFSSaOlobuxOJWoJ/NaZ/OaGWZRKA0v1LKj0TO/TlKxBqhi6lCN7NT8mmBNgFmwzCtQMxAYwJSY0/Fq9vuJQkhbO5lN3LavX5Xr2fstfUG8+pZxRX50Nkd0+xjWrge+pL/FyndA+MA7fD7TTZ2bent7x23txWp3vxeWxg0kFoJZo5dP2YwOLFkdjJWFa8epML5Eh4mqtwjc8Rvvv/v8luXf49/sPgBEyn5Lt/kffeH0MsaeXgIzmAyJUiOTA8xyznh6N6t53dXe+uYvogVJiF8L1t4WLA1k9I/ItugXHSRqbthASh0sSEzBZU4nGkQs8IHj80zwhPFPF/ArAJAVMhMErW0JqcUyypc0oWACmSZRSWmir9J7QNmE3yVXsyQhooy0aoSad/Jmf4k4l6Cf2jItARN70USWdx46jajcAY1LcYbKsokLZ178qVH6QsFidAc2JCb1qEvip2o6Wpqtn5ljUelRR4Z6HwHdxyJV9KOETPOCkzXEO0gMpCOKa3gL6HvdkenZgTuUITaspUXVl44KXW8TtftTyQ9dNzEEuqYOMR37rlMsr0p4WB60TMTzNZYXG5yvnv0x/ju0R9DfIeZXxCOj7a+KVNAe+GhzMh7LTv9gs5+196mcl/EROBenu7rVzuKHkagU6KPfHDZ8bK+2rG7mXoYsXjtkoikTjkwhxRaEDtNEZkRyp/UZBdpQYoIQbtxlESBWgOr6Fl0LVE0cYFbRTJln9hFINBoQ66pshZMIDw7gLMFZhlp/JK5P2URzvqRi4CXlsZeUmaWzFiMJlnyoIEueppM0VXS0EsexJC6hRPbgmw4l6umV15Jdcd9795Xmt/p++mbJ1WVWE6QVdKzS5VRi0h2Q2Pn7jF9tXngXQZhKwfHZewRuNv3PwhrioPYreGE4bXMZPv7thS4rOHFOfLOMesvb/N4QbsOtXucuKZv2EeSOs384itD8t46pi9qRuBekZgIdsGkMl3Wi0Xge2ct5+0uE0Gy1AaV4/opewQyUzCxUzQorW9p36sIRznu81Xf5RzxpNEOZ3JE1pSlISqhS9zaW7YjmmnVjn1Gw2xVl3U0T3PcpwvUBILr8FnDwp0yt69YmNe0UhNiIARNGnlGwXrEBIqqSD0KA6BiPNgWTNhgz9zErfZ0KQ2LiZSW7sNvZOhq3diSZ3te0ZC05BIYnPW9E7sR2pssoS/noDYbT4E0xnODc0qged/AujWmc/M+bGGxhaG96NgJIPdb3aKfnyLvPoB8f/LURVjVYZyh3LTgleAjeWmIkxlCTI2eX4G9dUxfxmxfqZvvGfjtiZRWXeT7Zx2nTRgBymFubsBGPC2Nzuli03N/O6buiFwq8jghzgrMbIK7SLLfg+B3ajvyWJeI4sQkyl2/i7Zu3NeiksjqkeTght4oPHFi0CojO+3GqKsnh92iQLGSI/38nM0gywVrJeWPI2VMj66IZxhdiZr6CfYCxluHvNultO9k1n+PGnvyu/5//WJOJf0WjSE5pzc1DUicwxcc9r12s3dCw/t4aTfaHhpIr3NsVsgOHaGNhO4maW9FPz9DnpyM3N/7HHZuYSYtaq86Lo2KdQMPliEcnKS0r92vC/gm9hZj+rJ2mMHzOjmofAPQMZKwqGXg3Cs/EPiVe2akgFAinTZ02iTMSPIRP0nMBIbKphsmlwrzGMyHn1PnC8JsQsCxMheIBDLS2okqYJSm8xSDFp1JUcYwBgKMIXtUEtuBh8YESuvIHx+jPz4lP6qgMCO+FAeWcHGIKNaluTFVQ1BBNMNMJmhrk5iDGaKYVDocyt/7HAvsKx9v/mGIpIZrt/3f0558f3hnJGKxRG3pwmsse0aK7mJxQfBzjAPM7CvrOJAbtNjG9wytFHus1ZagkdIUY3q//hx9lTjiuw4xeSqO7F7gsyUUDqa39HipQgx7HZPNDV3cfiAPApuaP7z1HG+yt47py5rrq3SveiDcsV5lQ+d4p8y7yLxTKrde6IpQmAmopPI/w8d2Fi0WnCKPjsmXC5YHHS0XKRpBMBbyQvq1l3pgYoCig8ynvdVVYrlQlJpmdIJGhA5oYqDVJS6bUj6Ywecr+NoRCOO8nRWDWE2RhBrQDKRJhUnxxCwidQMHlhgsnXSoT3B7NEqm+ejorGaj0slgSiBIwGm2BbivfYqO3eabZsXuZaVUjSgh9Wvp7msJG+liYqvcLp4qxAb1y/RfYQGSI/Ll+6F207rrTa84ncEyyQja0MSWzLhtHbi+MBBdYBEC9nTFwUmFbHIihYi+vkTee3B7Q9E4+rK/UBBWIRWChi4Rl4FzSLNCy9tVja+zt6nclzXp2wQmNrER7EbPViATYlQWYY0tWHEUpsSRk5meTO4aYGCU0c4sTmLidcKRx0l/86b7Jv2ktGrWRWbthCJ7SCHHHL4OFMs+nRwYF1Ea7ZBBiVeVZWgJx3nCzS7bMf1sg46zaKgBtb3CSiJoExSZOFjWKEpHRyMLotZ4q3TSsDKXLM15+rHnNLKkkQWdNCzNGXP7mpW56KOzPhXUlB1e3DLCcONXZIYeqm07b4VP5pbdjEcVNNYb6WtE9Kvvh7rOBulwkavY1jAk7MRiZX+fU3LeBafNAd2koq0bQrPB2LlqE6aU3R6XSLheSUWBUNgrvjpWM0y9+mJRam9vI6avwkTgKEvA78umbyHYiJpCKqN+NPc8KCzTPVc9AZ4bwK4qadB16PNR1AbExZ42JfUsOXK8pJzeoCn6WgYqX8HsKAmH2ApxT5guTslWCxazjMamffqoZD1eVZgk611HT/XOFPnkEpmeYI1JzC+AjwHX902hFsHQRejoqAqH+IDXSGNWBJQ8xtTvstOvFLRjZc6Hs2dYgGWc9dQigymv6nTOtpfwrpyug9IbI5je4wSPWS2I08NR0loEHlTKg2pXrkuTEyKs0ylVNIYvqoX5RpacR0TDHMUgvTrurg2S6tdFX5mBbxx5ogaCF9T3UJmFOK9p8pI0Sr7er94Qpe050nRr1wGfG7J8/ZlUcFDEezS7pqHzFnvrmL4qE0nzdM+bBIYfuHWYnKd0btlFvn/W8nTiOCkMhd1MWDarNukm8XTjIhUEEx3xZUfpOkxY9qBv6uNRSX4s1IIjh8cn6/BaQawjHjzAdhMOL86YS8dimhENrLSlco6pTZGbCTlNESimOfJyhTya9DU1xQ7RhwQwLYjiGCSgUjq5qFfUrksEDT4QSruuRO+FmHrMSNOxbzqbLkQWTccSw6sm8rTKkxClBNitPm5tUVH1iAqiiR7Enr8CMWAsoZqgWXbVsQmJaC9GjGoPooMx7g8oYEq9S2IrwHGdVsudKnUkmXGbOXDQnndkBxnUHf5onWapKqtYswxLjtwhjnUjZsKWNDWp7mBjRsBNLFdG60SIkxlmfkY4vkO6uMfeOqav0kQSGP66hZnbXnyqqIdXC89pE6mc8E5leP/A4mRQbNsAMSX1/6Q5sKRwopmDRjHB4GeH4HIYhC5NirZaaiKWYoTR15sVESSfQFZxuJwzuThnmQUC4GzEmC6lBtJiydEDCz85R0rBlpaYb/bC9M5JTV/YFzwRKRw0HucyutiQZmY2dOt2bbeAqGbrNXe24BuA3puhCpnpo6UbnNJ6u0LmDWQFMS8gBCR4YlkRDenYdLccL4gUCTsMl/1BHKD7GsJ+JtYT3/WDu18G0dpW4YX8KCPUAdrIwdRu+YtOO5ZxiQQ4cSdrh20MmleY1TxFnJsbBHJgsfBkR9l2S0RRovUSUy+J1fSNj/2tY/qqrTQJuatDqtSJpJ+8p81tUlqyaCMfBmVqlYeTkLTWegc1cEcbLJGQyt8IITSYMkePp0BIpfHeIQ3LdKJVT3WS4varqU5/PNNDXDnhqK2TyIAxeOnopMYZh4hBsejjA/h8gXl2gKvnaz8yMggIaizMChwGLSxVA6uZwykY2UiJ3sRCgFWNdB736GgXnb6TOTPDxI6m9Gg4IysPMaslIS7BFqlCINmWk5P++xLJQU7StRH3hZ76g6kGhH5ft7iaLzomcycTsKIE6cUcVMf9DcWDuGcAN1YT7NlLmBxcuQ4uM7TdFSb49LnZUYpS82JkIIB1v9pN9tYxfdU2RE3n3Va1Yhw1L3sH5ZUuKJ9eNBzEmsnsGLYqS+n2ML1ziRKQVYupciJKh8eJ7cFs+u7qtB+H3XAD+xsaAbAOrWb9uxSDYkwOMrQtWHjg0FaJFx082dX86Dfz6hSdODAGM82Izy/hQUaU1MQZJV4bMK1BjgFjU2Q1R7oWLSp453hnMdxwPpub7bG9oA1eYqIfRtBiglud09mOoPXGtiQ5Moo1m4JYZE+1781tjR3+/2Ujc+Sipq0m2EUgm9lRu26IewtzVSsR61IKPNBGbFjnldZfQ4ZnLbGaYhYXxIOT8bOByCLMOeTxtcf7tir3s7DKplTgtL1amRiaL3MDdeB1dDzvSlguEI1DLWr9dtKCtWoxy4hMSwxChsPqEBFtEqgBY3I11LbuYoJgyOIEo3mPuac8MTwp0TbA8+XmQa1pPbIcu6hTy0FuMEFpQ4s1SSlGBhBi84B2DsySMQ3HuCY1q8bZcXJMXyKCkK4m2FThU/X4eImXFaEsiLEmatP/1ERd4eN5H2l+tbZW432zc4maZsK/RHFr+zgAvazRownZkSN6JaxSpdj2cvdvSjnsMqGT6/kitJwgISC+G/8W1HPp5zdu961j+lnY5rjKi2b/3SUk5ssAP64dH3WGuLhANniFVJUQhtDaYA6m6OkC9YrFJWCXQeBwN5KQvtkw9HS/d3VPQHREHRykIkbg3QN03sJps70pgXg4QRHcsoXliiIEjk+ViSkx0TDpPqMIv40NLzf2MqSCYNRRxClWc8jKFMXdoQnxRlNFuwXB9pECAR8v6MIpjZ4RuNqdHLXFxwv2Ktd+oUO4pkO7V5e5zaIyimZ+WRMRaDxGIyHPeLGySereQOyUTJLc+MBHv328Edz+dLbrlAO53uUqEKeHmMVlf95KFztuS+3fpnI/KzPAoxLmXXJOmUmDv9layhoLNBEfhR9KhtLwtcUldnIACJ8+f8Hp6TnvPntK23UE7znILfPf/5jy6X2scYQYWCyWZM7x4P49GJVMNkdA3+yRKxiIGWp80mYTQR2Y947Qj86RENEHFVFj3zAI4WACPtC0DfW7U6rnnuLVb1FW/wXSnidAl5bGfIvXxb9NNIkiw2lOFQ9Ts6XQp7ODo9293e9+HhI8AY/u9W+bTmHdqgAQ4hLBYXsJpORAEs4kZG+IAe07h7ufhTNwr/wC4ZICnU9UJl3fv2QEuoAcTchsH12bRJvSnntMbnDVNbQoUVMLwJ6X1Aotqe3N7XldRNCsQGWOtDUxL2i13dsQu3Xub37Wb+1ONjieoxxmGVx0qcfpUZmaLof3FImJ0q8iv68F58bzdHnO9LxmcpDz0WLB73zve5ydnXP/3n3u3zvBGqhPL3j+8iXep+7vGANHR4dkWcKdUpolGw14d11QKQqzmqPRoKZJ4gYEyrxAvn6EfngOPuIf5BgrOFxygc5SyIxaG+Tpx1T+LyF9j9Ww9yL8Lo9X/z7PJ38Z1QlFLLGSXalK3mSDs72ph0namugGhoMbzrVPsaxMAMHHOT7OCbpMoHVfHcvMAfJGlbn9TglYY1hftSnoqoXTOdQtHE6Qowk0XSKCcxaOpyMfvPQl2/zQ0c090QvG7QHgjUmFgmtO6UenLd4JX5td49gEdHqIuTxD84KZnY2imNfZW8f0B2FWEiXvK4WzNkVOm2MrlqRR1yifi+WFcxyVjm/6Oe88fogPgffefZfDw0OsMcS24+zFax49TPNIk8mE1Wq5RQo/mIyR080LeZ+JOoJ2gMHT0klH5jLk60fwyZz88xX65P9j782jJMuv+s7P/f3eEi8iMnKvrLW71d3qbq2gltRGQoAkQBhklsEgFjNYg/EA1pixmTMzBo5nwICxh2MOPgxwGPCweeCIxTBsFqsWJMCypNbWUqtb6qW6q2vNrMyM9S2/350/fi8iI7eqyqpqdbUmv32yuiryxVsi3ru/u3zv97bxUd0Lp2CtIhrTKn5hYpS27VM8RvvMjt5DnryFiHQPoxS4Q153Tqjd7t3sC9VgmLJ9r4xglIJHZCRBJMZrASiRmQnNv5QIBiMpRtJr8JZ2htOeZz1bogSOUW+ErvXCoRdmgoxJ/eHJjn64poXmdB7TCPFMRDX0+NITZTvmI4ogZYk4h0bbTYYxYBqWi92KE61oT68JAulS4wQzHBA3W7TtlSkEh4bps4UxAfP8KFTsZuPtxilmIp/iRp71xDLUiKVOQrcqaTabxHGMtRajhs7cAnqkgxETiJYyN3Ws3Yff2fh6VdStK6owqqV2Cw3eRWwi5OQMnO8hT22ip2ZQG+o6IMS+ItJPXuGjKEj9X+D5h/W57nVOikOxUwMYxxd3TVfgqpo/VU69KFP/18lwB0WpfBfVApEEazK8CxU7r3ntNV3dwGy1kowVMm+8ojdRy90V1Sr0c3R9gI5ypNlAVuYgi/fY+OoIU38NLve43GPT7fwujRNwZcg1TSGzwj1zMadXi1rxZv+qqW+2seurSNogMofDCG4dWAntKhfqvqu5HcZpvNyI4gUuJW0ufOph2pnlobUNGs2M2dkOeW9Au92mf/Y0zWaToih4wR23M9Pev2lyv878fbeXkHCPNMUwQDQm8zOUkpObikQizNE2XBxgnugit80iiaHyYPOcQEW/wv51iGjJnkp29ceR3AinRwzi/A6RynEsEnJME0KGZHjNJyFi5Xu19xT+7XyoRhqJa63znfywejRX4IFwI8qY14TKoWfXQT0y10aOz18Xz2snxAi2YSg3K8QIJt4K69RGSFmGSum2N8FiZik7EYPckTSvcO3GolkLO+jBzNz+23FomD77iA0sN+DiKDwjs3uscJUHK5RRhHTa5FqSZQ1Elf7mJnGScvbcOYgsozwnjiKKogCadY/d2CaM/5xa+Q6SQK4f3IafCeJzCt77kKMwMU4cZrmJpDGnHz7Dpi+58+7bcGVMw8wQ2ct77terIR/cy4WnzpIuzrDW63PyxDHibavxzgftYA+eyjjs2xn+TTO8goFyOmCi16RVHb5uO2Oc79XZqrEUzNb5WNMiMu369ZvDEJ9WoCwc9EphIdUg7vbMGjLXhoXWddMpJrym+r/xHDqRoOfkC0/V90StOqyL4jDYYdc+AhN/JhZ6pWdW7RVDXt9oBq9pj+EF0zg0TM8FYgnjny7kofTSnvoa6gqKscJKE47ccxtVXtHIUopRgRsN6K11ObkwSxmnLC8vUZbBcAH183KFxOtB80wIkQbSndMS730tUxcHb0c8OhNxaTjg/NnzKJZnzp7j9uUHeMU978Sa3TegquWvPvkS1JyneupJ1HmOLS4Rt6Krnv9VoQqDDZzk+CjFq0HUXfH51SlDFGEor5AwFzGobqdfOO2Dd0Smw36SvePmXNmXz7QVAqmGMeBSe0GxCfPkWO/j17qYY/OQpdf1EU2EAdXR9wN83e40Y2cm24SR5KFJ3JcaBqtE8T58qnASJrKhEki9+OnuJLr3Slk5JGmSjIZXPM9Dw/RcYBy2zUShdWXaMDmFUskyy1Ia0bCh10uAuGVZ2+iS+4rZEws0ohkshiTeEmDb+vPmVX3GxsxKTNN2pvwwQVWopGThyAJiLa4/YGG2QxV/PWuDEQvNv8ZIhYjifCi3n17/RzQ7L2N+fo5er4/PS+ylLrraQzKBNINO88DegKpCMUCGl6lmZ0OLj177mHBBak7YlY4xNkpT3qg6PAXbxPh2vxPIUR1rOu3s0QtEx0mP3FRoJihc3EQHBea2ZYhvLFTsuh4D16fQkoZJ6USdXduIEUxqKHsVqMUmJnDsqmqSZ5o+/8QoUvgrLindbo8PfvDD3H7H7VTDAa869cJ9z/HQMD2XENl9I3smutnj5OzEy1GYHUHn1EnKOEjV2l1J2YPlkq4d4xBxe2AIHiue225b4fZTx5HhEL3QD7QC+4MM3eMkoz9GRhdw7ftwyVey3J5n8aQHEZzOY7FYl6JFha8KZHUAvTzkTg5gnEQEyYcUDUPFoG5w1mu20XpNvO8wNUY8YZBnrQShWlK4S9f0eStKbOax02TGKcLVrlCol8OgQE4t7ixTHghj1YpEYnKxoGGs+35SJyJC3I7whVL0KhpRjLhyV2UOgg5YFRm8V+x0vss7zHAQ7sZiBN7T7Xbp967M/D40TM8lxrN9pnuQ4rCa9kvPpzZK7pmNg0MlIEUgPJpmGh4h0W3qjhM9HdjSFr+JdJlK6nK61iV+8WDKcBnGIXhoW2QQwdPryG0dsHdQNL4HPXsZWVqsQwkXiHcoRsCoQUVwMfg4Ijq5gJzfRJ+8GDSpk73JfdNQ1bCiF0PcTOi5uy7oVF5q1zFD/sRIAuJQHH46tNPyikednhTjdIioqZPphJL8XueSV7gLG6zOLrIg5oYf2KEfEUtMJ+oQu4SGbVyZDyYhCY4KLrfYfIQmW1OopSqRIoc0I608rnREsUwoBqa7ESYii9BpZrzutQ9Qeb3qenNomJ5LJAKlbqfNjnlNQ89FKgaV51QrYqFhKEcFHSuIc0Q2Cs2xtRb3pASOR/ZUFbgxhMdVGEmY5htrvdrXAyyDZ1I/lkeacLYHZ/uh8ddK8ALrpD5sPfNGI/Bh9LmVGCO1cT06B5vDYJxOLkJzf21q50PPW9wbUCa+loC5XgihYXWn7yQYk2AkJpI2TgehCVivvd0HFUQilBLnuxgsxu6TLFcCN+nCBrLYod2KJuvY9RYrPZ7SF8Q2IpGEJLq2vrhxWFcNI6S/ga2qMHbd+5DENgabD1lSj+lqyDdBqMK1ZvC1xK4QZFL2aBPehUPD9FzCSlAb6FbbqQOG8Hrh6VfKI05p9IXKwakcjj52gdbKPHamCWYqr6Fm8sQ/G/IZjopIY7QeMBlUNIP3gClr763uND/aRp/qIhcGsNIMwvejCmltSX+E/EzN+pYgeJebPpHGQexuNgvm9uxlWOpAp1F7FjuSqpqjxQZaFlSdcQ5nvM0B+94keHTbD2GIbFAecDrAUyBYVF3tLcHWlzD21sbVwC2j5am9ysmxth96Mw8ebidRKCv0/AZychFNY/blih4ABjMZa37Q+0NEiOYauOwY5bAksS4spnGKT8P34i+uo1kDbd/42R4apucSY4mUCyNoRaHSPNZvEkI5RsEPHYPa03gsm2HTeF52eUC83sMcm8UnyVQVZIQd/n4AACAASURBVGKl2Cv+2a5ccLCb00mJk5KGb6PiKSixMmbt1ITF+tRVwB1vwenLmEuKNDPol6E9Z3wKPqlzK1uGKvVN1JSMpEusDaJOA9Sjl7uwuoE0G2iWIpEJuRfnsIlifEUxk0zUFK0Jq3TgIN1YU+5YAsbUk2wqvwmEkM7pgJ0ek2BAzLZqX9jesm223g5Hq50o4j1s5vjz65iVWWjEGODCwHCmZ7ij45i/nv456hzcDXrSJjUgCRWEqb8ieOepegVxpEjj5tAlDg3Tc41IQlXuYg5H0jrHVGPsu0e1sfKKOmUziiiPLpC6EtbX8bMdTJLVVR0YG6VpLsw0nBQoitVkMvDyWmA0QvGMpI/FkvgmBgmDMNURi6nHjgfzlxtHcaJB43SfrDUPoxKOsOVM7JDHHfOmRG0YDVVLBjPXwsy2IK/QQQ6bIZkqrQbMNDAXV/GbOX4ipq51M66Mg8wp7OQ1XR2Ko3KbqK2gHjo6Fn8Tieq/j8Xw6rqeOmwtP1Opw5gYa1p4LXB+WG9X5xeHBbrex3hFiyqw6E8uQlYPqfAVyw1lOTMIDtWDNhPfJIwd+kSoBvVAzqQuGhQ5SRrvYoZfLw4N03ONsdekBNLlUiNoNU3/PhKsQDQaENsYE4UR19po4N0ccnYDd1sM3jDKc6yxGGNI0wQBysph7ZZGk9WYXIYUdIlJEDETrtKVVtRUm6BNPI7CBB6KaITzlnUfqixGpG5NgVIdDk9+LME8dZl45DGuUxtaYOI9TJfGBTQimbo1J0n8RhxW5IUpwTpVOL6E2BjT7eEWx+/br/CvCBZrmrUWUzl5fS8YDOMpws4PQMeaDUHjaasKSt2CEqE1RUE0PGAewWuFUbfNYxIEvdSF7hDm2+H6kmiPyptDKFG1eDdCotltn9lnDZP2GCFqGnyhlN0KWp7cjEgKi72RJNgUDg3TrQCRwACPJIR180notJz6gq16es+c5tTJk5x//DSPXkrxVclwMOTYwhLdD1/g1Atu44Mf+jCNLGN+fp48z7HGkKYpcRKTj0a8+L57EQypzxi4TQZsQgKRxCSaEeveVZrp1wyWhm8xDnIaNJgXw6ZuYkVomIRCSyqnJGKRzDM6lSIPXiLpl9BJ6udKQ95FwyjsvY92dZhBFzUF0aYnShVvFbXjSbYSkuHWMA7prMmwmiGVoq6EWGqm+K7ZWxiJMN7hRXE6NnZ7M8kFu41w4ETxqhMWeuVrDXEvmIEiGxsQZXDbEt4yYV/v+uxNDNSTR+zV5XmfLWylCoIkr0kAsQx6Q8jBtm9Mgngah4bpVoFIyDMZCcMM+gaWtsZAWWvpdGY58+Tj5HlOV1ssLcxTlhWXepsMLm9wsjVHkqZUZUmv22Oju8FMe4b2TJvz587jnKs76gGEhm3jnaPSnNI4KiloeEesjanpLJMTnPqbbPu3EUODlEjmJ4qVqVa0jMeIMLCX8W2Pf+Ei2i+hEwdVS7VBQeAGPzcdOnR5BXNEEFcSVYHWgHe4jRxfOMQ4NA/MZEkGqPRCfso7xAbD5Y3Hz1m0Mb42hydCpQ7frngiYZreVjK8ZnDL1uclCtL12HWHTVqwNDOZhHvlgHpr5NTVbZLWVBHqPNdBxzJdbe8BwhaVwIyEqBlhougGs3lbODRMtxJEoBmFUO6ZIVQaKAVA6ZWoM09nfomFxPGC+RaRtVSVoyqDHK07s8r9L3sJphGjTimqEhOBscry0gKRsdvyTkYtWTTDQDyOEhXP0GyS0yfVLIwux2A0rqeXjG/sPVZ1EeK6T0xVJyOAFE/Tz1JKju0Ier4P3oTWDB8RX4fk7HaPRXB9j5n1kCVoZNG0sfXbGYh8H1yP0s3hTIs0MXitoPbWpPRIqdjC4c9dxnccbj5CRfG6W7plzzNSDdQBGVfltnhQqooZKHbVYZMmnJiDdP/Jy9cN9ajmiI5QaSI1gbPvBrRs8+ZQSHaKBwik7YiqW+LV1XnOKx/nWrY5NEy3JCRQCabGOldeqaoEExtmZgxpEoWOtShCGg0GwyEXNOeYV5Ikwqgh0Yi+6yOiNFstrGz/usOIqJiWnyc3AypGEyneofSwWDLJEHVonZQWNajWsh5TN7pXT6XlpM1BxYfGXwSrMZGk+LTEV+vEZTAgk2s9IMJIqwGGmhpgNPQc7rlxYGUHozHC2FCtMxIRlPiBtP4BbKdJtLkJm12qWHFRbWZEAtO7rqzpDuMz/iyCZxIHz8l5ZOgw6xVGMsyxZTTbmpt3MxPYqg5xPUTrHrQpvaPxoNCbgTBnb0oyuC7BqlI3P1fYesbgFc/XXdm3OjRMtyLqlpRd/r0VrAiZDd7MOE+jQNZIOTUzT6IGsFATFdtRG6cFsk+wEEYQWDI/g9KilJzCDHC+wokPCgIIigsib8Sg4bYZhwlOHbnmdKsukUQYI1QywLiIMdkzkjjkkWILwxKZidgaoXC1rNLOZVrxUlFVg7o2UO0r+xGS0g2UYbBd5ioVuciiC/PgZ4nyAXFVgitxvRLXKzBxzbGvSvzJFkQG6ZXQL+qFJEyglQrwgiRpSNbPNMDIZDDDza6qiR/hq17Yr23WxjFca2ZuBgtq6lj18AHxCpUDjbA2xtoSb0I3wpWuTkSCuN0VcGiYbkWEAH43FckppVce6zpaUURmt7YTr6RliY4K0CCHYeqwwkqjXtWmErVTD8bWam9DAtyllIyopKDQgpKqLod7ElJiNXgg9zmqjoEbBj9LPZU6iqLACMQ4XJ3vsGIwEtGaa+EvbiBZTBmH+XexZlc0TLrtT4+TgooqzNvzQLX3XLPxdQoGsQkqTa45o2UMmrW3TOKsEjkFo6hUcGGAPLqGNBK0N0LaGTKTQSOBRhwS6pENIevkxKRmfdTf2VVs074icXttC5goA4nBbOly9V2fhm0QyQ0+6s4HukpvCP3AH1O3lRaQdorE4Lwj4hpaiK7y+0PDdCtizF/yut0TiASccnnoOJNU3N2Jtrh6az08BkY5pjtAZ0KeJdgtz3hEwciPUJSGaYRZdDvu+jGZMKFJ7DNKGYbpJSi56ZMzAlFyX1F6h4gSG7AqODHk3tXtf0KBC+0MQKkVlS8xWZPGHJgLFxmdsqS+dU1hRik5gkHF4SgwLkakJiQiqDhkD6MTnM8YT5guaw/sqWxZh0C5cggx2kgxczPIyaXw++4Q7Q6C3nYSQ2qRRoREEVgLSR02ylWf2euDaQLNeueT5FYYpHoQeV9l694rA29MNwdQBa4WzQTmWoHWUIe3ZqOPf/oShW1TxCMQQyRXoZ8c5piehzAE1vfQQbsmV4oE8uXQ1QxxUKlLtxgktrgZg283iM+sk0cZpBFZLWAWKr1KpRU918dZR8fulrsYY3xDJbq1+ma+g5MKTIHF4ydGCBxKWYut+akgzSJYa8FD6i1eHZUocV5gtVM3BNdcoOkYYIozAxBrihdPSYkhwkpCOOowTMvd5wFQrT+hG1B41HpHiqtDYgP9ETLX2sptzbfCv72HvERHZZAB2RxAUXOlrIE0RrI0eFVJdEXlyXFDy7X4ePuFhplpbH9B6/CrcGANWlYhJHM+DDLwHh0ViK2rsp0MOb4QznUrobb92HNtrFOGa+vkzQSNQuh+JSt8tW/j0DDdihhTB7rVbhG5WDCRYTaux4ZTYV2BcQMafkjVWMAsWRqbm/jl+fre2CIBztg2BkPDNK6a59j5sAsh+Y1GeD+gqOeDlaqUk4RwyLNMuk68UqgLoYZ6CueITIItHfGTFXJEIXJhim9VgK9QscHLmD4LrRj0PkkzeQIrZ0EHqB8xdBm/v57xiffOcs/cCl968uVoAZ2Zma0cS9aoR6kfHGEXik4K4QY2B5BXsLJDHlYIxqeZInXTsUzvqKhgWMAwRy/3QnXKCqQJ0m4E6sBNzD1t+36VcNzVLpqXSGTDuXqPpknwgNoNJI1Du090ABKHgJlrYs9fRoce366/7/2uRRW9tAmLR/fd5aFhulURm/Fyv3V3e6BQ4lRoRgIq4ZneuByGRNoGIorOp9heA7PWRRcs1B3sIgJq6tLx9T2oQRzOEEmGZ4iTQETypU4Y35N2VhEiG7g0pQtjNwVlmCnNO1dgdYB/6AmiFx4JHqA1OAPGecQ5jH6aSP4Yw8cQnqGRRHU0NEIMXCoyvu7Pvp7NImXoPJk9za9+6lF+44vfSbV+nMfP3k/Jy7j/FZ93XdeqqvWwUGrROQkh21oPObFwMG0kkdDInEYhFKo9FzcskKKCSxuYy1FQVYhCYeOqTp6O/7hCfKgKozIYAueR+XYwgnuc+0FM4q52J2uJZzLivMKnHo08qlPcqfG5Oo+eX79qV9ChYbpVYZhMTdn2WiyUTlnLPa1IwIQEq08zSqOIChaDa7aR0RB5ag1ZSKHZRscG6qaMFBKyKGOj6uLd7tn1AsSRBFqPN4iPSEyMVx8SsdYgMw10YRY/M1uHSlD6DWL/VzT9b2L0GaBk3JFvpdp2jJ9+6JWsjjKqut9u6GLKkeE/fPoF/ND97+Po/MfwdPD6bVT6d0GuPDJoN8Lnb8YyMkWJXlhHbluuQ5uDYupTEoHIIq2UKrX4ZkLSzzFPXoQkQiIzeZZFaiuVxsHDKV0djlXh/8009A2aEPJrWcGoDL7rMAdrkYU2zGQ3ZWjBfpdmV+ZpPnGewaiknNkgcRYqj0QW9Rr0yisXBihMtxXtgUPDdKtiTNHeubKUiveOs8OSIy1HahJ8s4PtrlN2ZijUk5kMj8MstpH5GSQfwuoltLOINiy5H5Ka6yPcVVqhqlRUDF0RFDTrHH3ThkT2RrUJKEUZ2NKRRCzEsySThCihWmV9qPbUT2DsfptW9YuErNCVNaEB3nX21MQobZ2f5T3nbkPkfVjJsVxEq58jqX6W0v59yug7Qa5FESjoF00Y0wq62oWFmes0SrshIhhjSJIE5xxVZEkXO1BUwbg4Hwa3RTYYpO4w5H4iG/rqsiT8Pi9Dg3Neht8ZCQ3AaYwsdyCODuYOXeO570IaYU8tMdMdUXYdZAZmUoij+vAtJLbX5GkeGqZbFTsrcmNYwAix9ZR2SIxCFiO+QaxCZBsgbjLVRI3gG83AuI4LXBpT+hGxSSdz4A4CQSi1JPc5AzcEdNLomvsCW/e8TUegTh25z+lrUCWIxAYjlkTh59LDpJ2fwOiTCKP9Dr0LS40hZwa7E/iLjcGOcw77jN3vELl3kic/gjf31QkkB7VMyS6osjVcQGGQI4szu7e7AYhImDyjSmRMaGEZNyvv3LZdV1p3/iK20H6Wqn0HhDRTaKZEZZ2TGytjHBDP8pjQQ1w3ch8qPtPfUGALIrFhqRGRajMoQEqFazZQG9YZr9PURaCoAtdkroWxQpY0JgZkp0s2Jk3uByuWhmkQm7hOcwfPwogJxscNJu8fGycRGLghlVYM/ICu69OtuozcgPjIn5O1/gnGP3ogowTwPS96kEh2Kk0qKzsM0xhCjnCWRvE24vJnQAvUDRFG5HlBXpR0ewOc85SVo3KKr6uO3nmwltwrq2sb9PpDvD/IMKz9MfY+xNycfrZbAWKFsn91BfX9cOgx3aqofOiZm75Ra0Z4FgmLSUxSs9ScD8YhmjR7WoSw2iugeYFGJoxz1qhu0N1l8bb+NdF1usJDMk5+Ak3bZMbOkPucoR9RaUUqCaVWOByJiWiZNrFJQk9frWU0436USP8rsseIp2vB3znyzB5nKLzr7G2c6bc50doteB+2z4ndf8L6BxnFP4XSYH1jlTNnzoEIkbWIMTzz6Dn+6N+9h7OPXKC90ORr/9kbOfXAcbq9Hlkjw7mKl77kRXRmDpq72o3oJukY3TIQiLJAE7meLu1Dj+lWhdfd344CVsiskBqZEBkNtm6aJZAfXU7pK/yYOmw8VdPhtNYHV7PNUQqcujFr5mrtIQENmzETzZBIQuUr+q5PYhIW4wWOxMvMx/MsJ0sciZeZtXNkJiOWiNjENIxhtvp+Iv/+A3tJ03h4fZHUVrtej4znQ6srV3yvkGP0M2TldwE9ZjuzdHtd2jNter0uxgm/8r2/x9MPncOVno3zPX79h/6Ipz52jixrBAa6c5gbmFoyOReRyc9BMe5b29a/dgtARPCVUg7cdZ3X55iZ/hyC3SM2V8Ar3dLz6W5FwwpHGobMSu0dhRsgNSmllgz8gJZpYa1gNA7McIXQR7fDY5IgjjHNe9oPQZnA0LEd2raNq4cmjhnG0zPRrOxYLrUiLb8fow8hXFvn/n44kg12Jb/HOJr1r/p+oQQ9Q1a8DU1+ntd8wQNYa7n95HHe9Wt/NRnOO0aVOz75J4/x5m99I4KQFzlZozH+WsJ83s9iJBYGYwaiq/dgoyDRIrKt//s5Q5QZXK7XNUDh0GO6VRGZMAxzerWplS2LoeOJzYKH1wseXC24lPupVTMYlkQSUpNCVaGbfUi2WlQ2Nns8+dQzFGVFWTmKomI0qhgOc4qiQhWePnOWzzz+JHlRUlaOvCh5+szZsH1Z4bxSlo6q9ETEQYfpGlb9pPy3WP/hGzZKALe3N7l/8RyJ2fKaInEca/Z41dK5a9qHUCF6hqz8n0gigzVCmsS4YYn3u1f64caA2BqiyNBqZoFRrtAthOJmiREdACEf5qmcI6+UbiF7cIS2vOHPKgSGlWe1Vx3Yazr0mG5VpAYu+6DJNK0DbmsyXaHgHV21PNaFTpwiUlFqQSwJscQhvBsOqEYFXgukKJEkoT/qsbq2ymA44NKlVSIbUTnH7GyHQX/AHXfcxpOnT9MfDBkOc9Yur5FlGZubm1y4tBoqcKOcdrvNaDjk+LGjnDxxbF+N8cmpu78h8n95VaPUK2P+6Km7eKrX4eULF3jj8SeJ9lEF+Lkv/BN+7MOv5fdP341Tw5cdf4IffuV7D7RCCwVGHyVyv00VvQWAB970In71x9+xbbu0mfClb7l/9/ulHuH9HMBYg3iPNQZvDDGQO9gYGpYzX3fMBI+YbZpanx2sqXJ5WFL0V5mb7dBqNq/+Jg4N060LK0Fed6OExWTLFzY12c4qqIWhY12EiyPHfBoxdNDzwrCq6FWKcYbMpkSrfbxY2vllRA393oiNy5s0EsvKyiK9wRAtK8rhEIqCuU4HayO6vS6RjTh29ChJHOO9Z9AfkmUZ83NznN7c3NXusacQmHZJyx+5qlF6otvhG//i6xi5iKGLaUYFp1pd3v7G/5d2XO7avhVX/OtXv4d//er33NDHLYxIqp/HmS9E5ThHTszz3f/bV/PzP/KHmMhQFRVf8pZX80Xf9kXb4pJRVZO6b2xq9/Wd8xQPCoELA0uvFGZTJbVbFcUxD+vZgmqQELb1fVCUFUkch4/JKRSOzbJgpn3tLqVcycX6rY8/cetk0/7/CKdBA7xht8+dGyOocwGQJhYjQenS+1qKv9Rg4JyvFQuC85XUwwAiIxwxOfODPlnhMV5xpRK3GgzLnEuR49jMPEkUh5AlsdBMw81uQibKe8UYmeS3djbfjpEU/zuR/yuEK1fgvvkvv4YPXlpBp7IMian4zns/yve97L/e0Md5NSgGLy9kFP9fyPlL+Fwolmd5+tHzLB6fYXa5Uw8c2ELlt1rknkuowrCC0guNSOmVQuGEo01/k/Ne0yYh7HgwHHHh4ipHV47w9JlnWF/f4NSpk2xsrHP02HEefewJvBcW52ZwVcHc3CyqcNfd9+57Zoce060MK7CcwoU8ZFfnku0ZVpFQih04ciUYqdgEDlQie1b2ytxTejOZirsZJcQ2odNREisMSmg0ImZ9Tm+zyyM9D1KSlCXzZcF8w5Icm6u1qs2urv29wjjjPkTk33dVo5Q7w4dWtxslgMJH/MHpu591wyR4jD5JVP4+5dorkDuPk2YJd33+bbWW99a1efUUvsCIIZbnbkDAGCLQjAGUzTrPdKz12Ul6qfdsbGxQFiWPPPoow1HghXW7mywtLqFlkKw5c+YMq5fW6HRatFot7rr73n33eWiYbnVYCfPmLhdwdggzURj3NG2cmlOruCG0AsDecrPj5uC4ZoYXnsIKl8rQjIsDypILUQTpPD53wduKY57OWsz6ipOPr7I82yA+HhpZVRVxYTS3yo4wzitx8R8Q2U0LUIWnL3bI0pKl2WGIUqf6+KeRmOsn6x0Ewoi4+hWqlTcGaZLJ6+NzDh7DyI9YKy9jxNCyLVqmGUKrybgn3XfqybON2Gw1VN987N5vo9Fg5cgyxlhe9ar7SZMEYwyjUU6n0+bFL7qPKIrodnsM8wJHTBpf2cU8NEy3OsZe0VIaEuGX8kBam9thnGB7kvxq+4Rwj6X1DTIubNUemR+6rXYCE7wv55W1yrA5O8+x0ZA7Hr9A68QCg1HJz37XL/P+dz1MFEe86a2v49t/+GuxHjj/MHbpE7tO4dNPL/D9P/8VbPQaeC+8/O6z/Mh3/jlvPP4k7zx7G6XfujUbtuRb7nroYJ/bDUCkh5n/DI5XbBkkMXj1jHzo4Ru6ILhXacVGtcFABmSmgRETPCkMTdskMclWv91nCVkEn80qnLWGoyvLu16fmWmxunqZPC9oz8zQbGbMz88yHDrWBrv5Z9M4NEzPB0wbnqUUzo8CdWDH7Lkb3vc0Gmb775OtpuLKKU+nGXlZcPKxi/zM//J2PvmBJ3CVx1UF7/il97BZjHjbd7+RbOXPdy2ylRO+76ffzHqvwfiXH/n0MX7y7a/jx77lPfy37/p7nO53EKBSwxuPnebb7t5t3J41mJzY/TrOvGLSoqMohS/oVd0pj0hwtQEotcQ7j6/9PUEYaU4sEYlJaZh00sQM+1cuP3uoG8S1rPsEb8K9tAPeex5/4kleePfdfOrhT+G8p9PpsLKyzFJnf5FCODRMzy9oncxODWyW20O4m429btKximbl0cJzIYo5V0V84gNP4MqtUKscVbzzN97P770q5qe+4EO8dmV7Ne0Tjx+hqMIElcl7qoh3fehO/uVb38kfvOl3eHB1hTODNi+Zu8SdnY3JdqqwdiGi2fZkz1IORVCs/yAjd5qK+ZqdUZH7HD/FugyCxVN5p7E8C4bYROS+ZKQ5I58zmOoxTCWdjLd6zqAKro9qgYjHmTlU4z15vdcLI0KWNbi8vh6m9FjLuXNnuf22EzSu4t0fGqbnEzwhlIPgOT1XGI+WqpS83HsQpKqylud813tfz5985XmON7eY2B/9zFGG+e5bT8yYBwX3L53nfs5v+/2Tj6T8q++4g/NPJ3iE+95c8c9//DSJU1Y3mtx1Yo00vjm5KFWLVu+jx+tJVKgEHA6Dwe8x/NIgWLGhD3A8RYStauU4WT5wQzLbYC6auy7ZmZsHD24EVKgIz/QrRj6hkwqtSGknNx4Kiggvvu8eqsoRxTHD4YiZdpNWM0OrK+//0DA9X6AK6/WIoIXk2RP8uhZMhX/ZSoflF53k/EOnJ9QFHwvdB0LOoVLDbz12H//jSz8IwN98/BS//Mf3o7o9+ZlEFV/xwKP7HtJ7+P5vvpPV8zHjERsf+8OEf/DM6zGnjtKIA2P9f/0H7+aNr3z8mi8l6O4LdgeB08iIpj7KxfKVnFl9nLSzyEr7ZJj2ohEFnqpQrLVIFBqTIST+x9Nitp3/RO9hvO1zDF+BOowV1HY41YkRyVnPg9G/WQg8q/Bdt5oNWs1jVCOHLw8N0+cGRj60qBx9FlUIrwcivOknv53f/Oe/wOih0J3fe8USq199GwCltzzd39Iw+tV33E9R7dQaUu4+ucr3fsNf73uYxx7KGHQt03N/TKmkn7xEfvw4AxfyNz/+a2/gRXdc5NjibmWBbUdU+L8/9TJ+9uH72ShS7mhv8H0vfT+f2ljkvedPcjTrMbs84ELj1zBq4JLSXGvy96o3sigdnBXOnrvIkSMrOF/QbDUZDUfMrcxiGkIklkrdNgmZUqv6ahWvrh6v9dxAaxE8VR9yTBLm/M0mSr8Szg8MK82bFyprnZ90dd9O3LpyGuLQMD0foAr9CtrxLdfdmKgnzipe8xNfz3986EPk6rfRFJq25NXLZyf/XtvcPXzRGs8Xf/4TpMn+nkSaeSq32yCrnbrBVfHPbPLTP3onb3r9kwx7ljTzvOYrNslaHlX45PoiToX/+OiL+b0n78HVmhxP9Ob43r/9ciJxVBrxEY5gzip33XGWo0dCjmvDb/K77h18Q/k1VK4CFS5dWqXdbnJm7RxRZLGppXO0vS0XtROlLxn6EVkd/slYrXSvoFjZel1kb0G7rcun8mDEY0UJAnh7L2JiUrDDkGPS8ey7QLxtRkozunlVPVXF5Z7gKCpRw+4qiOzEoWF6PkCBwgcO03NezdmCANX6JSgL7syHzGUpq2VBVXN9InHMp0O++rbPTN7zupc/we/91Usoqy2DElnlgRc9dcVjnbo7Z/kux5mHLVKHjGoN1T3Hwgbek7z3YcxGnw96+ODbb8eYYNB+5geVf/b/nOcHn3kT60VK7iKcCns9HZWOHwnBe+EzTxxleWkzhHoCVeJonIg5IiuURUXaaGCsUFQVo1FO3IoJg552P9jjoepGDJtVl1Jy5qWFcR783kZZXYVUBaLgszba3F8rW4GLQ2FG+rTNCOIMsc1wnbvum/EA1N3qnTfrFlNV8OArRSuHzSKMvbaCzS22/h7ihjEe9HY97zng+xSwSYIvC7JGg3+0dIIvnF+iHUU0jfD1dzzK737575JFW5yV/+7NH+Tk8gZZWtBICpK44i1v/Ch3n1y76vH+7W98muEr53GZpVxM6b/uDtzxBQDsmTXMeh+pPPhgdLwXhn1Lf9Pyw9/3Qp4ZtBlUCW7fZtbdr4lAr9eY2kIYmgGNZkR7LiVuKESOuAGtuRSiUKmzYibJ7UgsicQIQtu2mY1mWdAGc6XBKGiU4JttfHNm24/L2rjWLH7+CG7hCJq1UPX7duobgWMtRzt2IVRzOVT7hLQiSNSs5w3u7kG8GXAjTzV0SOSI2oI5QBH50GN6PkDYe2rKNOrG2dhBAvQO7kSNLQAAIABJREFU8M3OFp6F2YTNQUUXUOdxVvDTY8R9yBHoDqEf354jSTPiOOH4Cfgmp7zFGFKe5nXzv0xktjO+21nJL/3Ab/PgI8c5f7nN5919lhPL3Ws6zyNLBf/DvzvLj374tVQblsUHJYwIB8zFTcTtHT6pCubxIdfTNqIqRHZrvw7HXckLyGybwg9JTIYHum6Tyo8NsE5E+lKT0DQZAz/C4GmajCTPwaRoK0OvEJp5r5SVI4lDr6L6EtSB2b8iKyJo3EaiJoiFqhfkg2222xWSBlhQ7LNTH1QhygxityukXgsODdPzASIhb1NN2sX32ERYcsrxuYTUwJPrJRdE0clcL8XUApaJh1LA1UYmTy1thResNBh6oPD0UZ7arFhHMQp3ZhGJwBMjR3/qHJyCi1KK6RTJwKHp/txjY+CV9z1zoI/gyUdSfvYHT/DIRyJedepvuPyKO1nzx8MFVQ6NDGokGNA94BavRq8Yv0+2vZYkJcZ4Hj+9TFWkvGpxgZYtkKWcuJUQmzBJ2IiwWXUpfFFPhrETntNYLM+KxfQ3IGmh6R6GYvrIqoghGCStyQciwZBd8RkXRKamotgMUc9O+eRJeCfNZ8UoqSqucNhGxPUEZoeG6fmCloXLZZjMu8edpMCGgWG/pO0gN4AKKdD2EMeGow2LWCEGPrlR0q0NzEiVDa8ciwyzViCzdLwyaw2XK48beo60LN3SU3U9REIkgUDnVLc7ciLQMDiTIjepLaK3Yfi+r7mbfteiKgw+aTGffhr54nnMep/4w0+Ez2SbUQp/N0aJU9j8huP77l9QTrQ2yRNldb1DUPgEaz0nj63yoY/dhaqgKvzFuvKJZz7Ar7781bTWLOZUBpEhIWUhjil8aFSOTUzf9Rm64Kktxgt49Vg2AvfhGhI53mvQH6+3VbFwUO/GXNuoqpsJVUUrxTauZkT3x6Fher6gYSGuwtjwzt5J8EKEwis9YeIA+ApWGpYTSwnGSj0uSLm7VC5WnnMjR2Vho/Bc3ixpN20Y7WzAGxjmnn7lOXcxZxAJeRRutkpBdJ8pISJUNDG7JphcH97zh3NUVTAMY6hT0s+cgdOXd3hJyuxixStf36XIDWlH+bq3XqR/7Dzf8Z6vQlVwKoxcRGwcqvCS+Uu8/o7H+WjUZiPP6HYz4qRidqbPf/nQvXi/teIPK8fT/R6/snmBt526C72wgRydR4xgsWQ2VB1VlbZt07Kt0MyLYI3FSDSZZnM1jPWNtk+z5ZYqgOxEMEpQDRxRO7ruUz00TM8XiMB8EvrkUhN+9msbmUJp4bTzzA0dM+1ossnCTIQZVFwaOCorbKB8pF/R6FUTvehhpYxq7Sas7IoGruQPVdqi0gaJXJlPdC0Y9gxVtf261AuLrLG6a0kWNi9HPHjhOGePvRQdGf70N3O+9O8/xJ+++Tf4xOoRAB5Yfob3XzzG//z+N/DpzQUe/ugihTfc98IzrNT0gM3ubmoDQOE97/jMY7xt7jgMRuhwhJxY3hLxcxoMVWx3eXFSFvjW1WfTPfe9dNcHXwZqQDwTbdN+PygODdPzCVaCJtNqDishcXnVJUmg55XHexV3WiEW6Dvl6Y2SVa+U0VhpIKglFdO7i67zxqrLxOvVnRxJPnp9+5jCF7xpk1/6N8e2vWYT+OI3XeQ//9oC+XB7uUe9sPa+HP2aYLyL1Qbv+OXP55m3JfzYCz5Ax5aowg996ItYyzOmre3Dj57kgfsfIY48Irqv9Y1EYHEGmU3QtQ309FlUolCEiGqPVglhmyo6GCBGcSKgWRjXfcCJvs8XY2ViuWF5qkPD9HzCWHupjIJ43HIavsGrGifhrFM2LuXYUhlGQnUzuzXHqA0SlwsYOi7xYpaOPHTDId3xOwqyLzxG8e6Lk1xSefcKTy8vECcXyId7VH3G49XHUZATzjy4zB8vnuSb5x/nM905Lo2y3e9DuXx5hiPLG7RbI6z1OL/d8DWs5evvuxfpNIAGxlaMmiBRk1izugTPtmnKkueY/iaMSnxRoqd7yMoctLMbfohvJZhYKDcdJjbsHJBzoP3cvFM6xGcFIjAbh2T4+RFsVlB6JgLPV8DACN3UBKN0s6EaEk8XR+HvxxpcNi+i8jfebPzxx1bYPHKc0ZtfSf7FL2H0VfeT33s7f/vIC/hXbz/N7GLFtGujRvArc9tbd5xw6d1H+J13vRjY3xYIENUcBCPw0nueITZKKmHgVSqGz19e4lteeBc4j1QlzvUZpRXOuLCDsYZVZLbCu6yBX1xGl+YxnRg5uYS/sIGubu4I957nUBBrrkRQvyYcekzPR4gEFcvUQrcMP0J4EBo2VO5utvEZGz0lGCC2vAHKumVm5KAVBcNphDV5CdbcOHlvdaMmAlqDzm5N2Yisp7kU8Yvv+RQ/+o9v56EPtHBqKJbbVPfftcP4CKhw4V3H+JtXH+ULTpxjJevzZK+zXV9cPN/zgo/wlJ8hli/i8498CYv3rfCnH32ITQsv67R4zYnjSDmiGo2IxGAryFyHSNIrez8iaKMZEsQCcscynLuMP30Bc3KZ9UGfmXZ7kvTu9gc0koQ4iQ5Omn2O4EvFFw5p35hlOjRMz1eIBCOUmhA+OQ2eU682EEvpjU9gHIdDhYehC3OB3FTeZbzrcYi50thSvQQK7XCueDXHkr/ByPU/WC+96xxVtftGt0Y5tbJOZJX/47cfY2PV8k8/8iX87bm7WHxQiAZ7BGoKv/iBz+M1J8/xC1/0Dr793W9ms0gn2/30a/+ML5o/g5fbGab/cPK+b773XrQ/Qk4sgggeKH2E847UpDS6Q3xmIU7r42xd767c0DgFYw16fBG5vImevsjp9QtoEipZxhjOn7vA0WNHcc5x6sRx5ueuLK52MOzF27pxiAGJx1F0TZy7jmMcGqbnO8bSu1aCqmVmQ47n/BDm06BEeSXjNA7BRnUeqJbRpao7Qouac5NZmE2CUNzYG5u+t/c5xqPDb2Ql/hBmD83va8XS7JC3ftUH+ZX/fD9lZTFGsUb5F9/2LiK7ZQBmFx2zTfCR4eKrlJX3gd2R3hKjbNqIy1XCC2Y2ePebf50Pr66QO8v9S+dJrUPJyO23bo2hchWSKNpX9Pw6sjJXT7uNwIBmKXiPGfZQEdQG9QRHhd3zERt/Vho+toVZaLdh9RyaO8QK/XJImiZsbGySpgmD4fAmG6ZnBxLVhsj7OlF0fYbv0DB9rsFI0GvqV6F617AhtJryZCae0MgFD8vpdmNj2AoLO3EYYLCX8bmGe261ejEjnaPNtU3G3Q/f9hUf4YEXP827HnwBSeR50wOPcnxpeyvLh1eP8M4zd4SLECFPe7QeGUKnhXayyTln93ZZcwnzUYGRIEq3Dd6Tn3spMtvHtpvYfIhvZLCQwlPnMJ0QWiWuhHjM1akbi0c9aLTQKA5d+9eCejjEXS++B4vBdIdcPnses9Smc2yZoippZntTF64P4y9uZwvPTfKedFx1uD5vCQ4N0+cmREKuJ6sHZp4fBYOVmGB0Kg2ekJWgWJBFu8sgN1qxGxs/pzyy+Y28fPYXdvXNHRT3nFrlnlOre/7OeeG73/cVjFwMXln51UdoPrQOgDjF3b4EbzjOka8+i214Pjpc4K50N8fKEzM0X4Z2ZjFnV2F+QDXTQGyERBU+TtAohXKIlDk4h+gIN7sQmmzrNpRgx+UqMwHq8l1VAEKrVRufZkJZdOGZS0QbI5KlOaRXhqktrUYYYifXWJJXhdLBsIBhgQ7y8D7noZFAK0Vm4sC/uKGvfOtCTWQYyzxdLw4N0+cqpA655hOYYytccxryQXNmawDBzaQNjA3SwIWkvFeekDdwd/afmEmfCdygZwEfv7zEsAq3c+tjl2l+Yh1TbnkE8dmLLLyyT3osAoSPj+b5bzi9+/RJWZdvopkKdrGJWxvikiSkjpI49J1trEFq8JGlarawcVYbo7FJmsJVP1pBygKSxtajLbByfAVdXiDe2MQ3k6D4OShgtYs6h2QNiC2SxuF9pjZyClJ5NC/qhcGHsKqRQKuBLM1AZIOxyku0O8KvdpEkRmabwfDtNfbrithOIlU3zqvtCPkrh1YOKSp0VMDckX33eGiYPtcxXlmT2mN6NqEaKnSX8uCBdWLILCrwXwb/kjek30t0laGX14tKtyapNT95GVNsD1N0BPkHK9JXRoDSsburhZ6Ey/K9WNdANi+iWQdz21HM02ucfmKTD7/3Eeat8KpvfAVx0+CritzkNMSS0Ni1v2uFGQ5QMWi0pewZRTGBPjWDuBLXmsHMtpB6hh+Vg1EZ8oCjHPWhvw9jIEtrA2ORJAozBHcuPrENhq3dQPwsDHJ0YwAXN6CRIPMtaKYHXrQ09CohVqB06EYfBvXIMe8hiUKCP9mpYrodh4bpEDcPYx7TTBxCRJjc2Jv+Tj41+CbuzX6TyOQ3/dAvm7848cbKxQY+Esy04H0D7NFgmBPxfNnMdnUDT8yIV1H6V5D2+oxmmmgE1g75k9/6AL/57/8Mr0oUGVo//Rf8xB/896QnZwHFajzOMB2cna0KcYxPpw2bBDUIYlxqsOt9fKMI/CAxweOJbPCCAGFmj8acA8AItBtIqxGMR3+ErvXg7OVgnIypry3wssb8UVRRP668aU1+9Yg36FoVjGa7gRyd3wo/r7FN5ZBgeYjdUA0hX+XDzzWQN1EN1cBWtKW0ueMh/dTwWxn4Fbze/LFTifX85N/5Sxq2ZPjaBTSxTHLPEdi2MPvlhhjH3515mpc01redOpoyHL6VZFhQNBtUkcGJ5/LFDd7+7/+MIq+oCsdoULJ2fpOf+4E/QG2MNRZE8VT7zBDejqDq6JCyQEYDTH8TjRN2qqiNDZwXj2Yt0lH57Lek1FwxOk3k1BJyx5FgmKwJnk4zhVaKttLwejMNbTWxhTiCJA4seRVkqYO84AhyZDZsY82BtOplPzU8gN/6+BPPD1bXIW4OtE6Kr5eBEzWGkcA0b8f7EzcLH7ylo9lUhW+KlFlX+xp2jTfO/hNSs35D3Kb9cKbf5rcfv5enn2qgf7TK8NOO+x4YcN93OtIF5WWNy8xH28NJrw02ix9i0HhhEL+s/R9BeOyvL/CTb/1lBpvbE/dihPu+8A5+4Hf+MY0okCatRMgea/34GRMJ4v9mOAjKDFEUwjez97BJrXXApSwwowG+Mw9b/gq3Wi+LquJGPjQwp1f3eWbmjux7AYeh3CECXO3xjFzIDS3WI6KUYKQ2S+gNYTHdW9mg8IFWYHbsc/x6pZAYRizw7o2f4g1z/5SYHkau7mUcBCdavTAq6qXAV159e9WUwcb3U2V34A1BkraWVxExnLz7GGW+e5y1euWxD53hw3/0KK/92lde8/mJGLTZvialqnEC2QCFGp7uuoleYCsSFlMTJGpuEfjC43NPPHvjZuUwlDtECNXW8rrHLQuh2LjPy9YM8+U0KBtcyoNg3dBt7/Fyfrsawbg6l1psYpCGDUZPoe+P8Zfr/ye5n39WwrprgaqgPmPY+0GG7ZdQZkmoqU3iPyEyKYsn5vmyt74mSJjsQN4vePTBJ8hdn1LzfSejiMgNhWEqhvX+kE9vFnz8csHD6wUfXcs503cTCd/nGr4KU2jizs3xdQ4N0yECybLS4A3tpzowbjtZrltd1gu4MAoGShUcwZhNv7fwIBAbCS8nW4qGA3+Uv1j/WdbKF1Hp9Ve0rgdeU5w/wcYzP8LI3wMmwkQJmWkTSYzBopXl/Jk1ysLxHT/2jXzzv3gzdkcZPW0lnHzJ0f+vvTOJsSxNz/Lz/f+Z7hw3IjJyqqzKyqrKrgk3jbvBzSAhG2M1CKk3toENwrJlb5AlJG/MggUbNsiIFhIGCwkQshqBLCSalswCIdlqy+pud5Vc3Z2VVemch4iM6c5n+j8W/70xR2REZJQzpTpvKRYV955zz715zxvf8H7vR5qXjCcZh9jmPTfUGGJRwh01mtzBJ72cx+OXg5xm++LEPB8Jz1Clcp93OPV6o8V4d3Fy55d99kUT8YPDkfHp3qT0BDU7LrC7PclrFgpl4srt4d9w++ZOtcv/6/0rrsbf5ovNf4chPzPXy4Pga/ohN5/8DH96/6d5df4iwXhAxwqLtRaBRARTK9qMgg/u/Ji1pz0Q5dJXF7j8/nke3VghHxeEtYDFV+e4+uUr3Lv1CGsDxuMR77/7DtG0FX7kvBy7a09Hwlja9YTXJhNulPEW/aVOubGRExthPjZ/7n5Nqoo6xeXHrysdFxUxfd5RTFOunRonVb/514qvE4Vmd5o200bVrE/zejmsTFPBXTIB3Z67iy3EBxPf7fTv8CT/Ml9p/ku6wSdYSc9ciJmXMWnR5Y9u/RLDySVGw016l2uEWcjFoWLm7dQeN0BVqcUhF5YusLa2RpzUaLSb/Mq//UW+960PuPejx1x57xI/+bW/wNOnqwhK6ZTRcERRFERROF0IXpK5lEBCLOHpiUMEbc2xNH7CbUImOxKd1Cm3+jn1ICKxxyC5M0Q+zijzkiAKMcHZEmPVlfu8Y1x6YlnaIaZzU0KZERMcnuKBJ5nxVFXePOZSzsL5VLAV7jhGWQg+4nry3zgffw9FCOT0gkynAaqGzeItbo9/njX9K6gzqHO4vKBUi4ssrw8GXE6E6JUFH/XNLrF0OOd/giDwfunLm2RWCeYauFJRVYLAk5lzjiSOpt03JdMJmRsjCHXbxhzgnKYztfYxPjMd9rjTL/nUxbuapgAXapbrnZBomjYb5DO3Bi+LgiIviZLoVKRUdeUqnAxuquCetf1Tt2POzu0f6hWB+vSrNFuceRSJKb6IHho/yxeZaf1JWC3e5zuD94k3V3k9+RZvtP43sfRQiRBShMNTPaeGwiVYk1NqzO3Rz3Lr7s8x7Ly2dX4P6+thzr+3m7Um/WzCG7eWaby66GfSgMAar7/Zce02MARpDmG4dfccdlOGEmOMX+5wkIzgpJCkwdV0jXrS5IebBZMd62kej0uGhRIZIbbClYZlLvqs0ztDno0IYuudFs4QVcT0eUfu/JDvpdp2rWhGHuNy25XA+XY/+TTFy9XLBvaK5grnyaYZ7CEDduikpnWphdjP1G1msJTsd0AoFYzQiTdZim7SNDdZDD8k4hFOcwwFDosjYlSe4+nofdY332C98S4pC/4cg8JfTzfyxfsd12OAYDIBa3E2ZLHMeIeM+LVzjMqCUVGwkCSIGMqyJMgmZCtrhBKjVxa9Jul5/GNPATMaoGXJHalzczMnP+QOrVnhJ+ajz4ycVJV8VFDYCVEUb9XmToKjIqaKmD7vUIVHE5gLt6OenY9lDoxgQsNcbLAirKclRe62PbV3pnmTEh6MPWnN/KGmm0OYlP58rcCncMaPXrCZe5uWpWRXcXzLDyq2W6mlmZa3ykL3v3Y/969xLtn9HlLnNVpWvCXMtLsWpUOylUc456jX2ySNBH26wu9uPOYPn64gwHwc8+tvv8N77Q7FaMBqb8hcXOfyW1dpNGv7h3Y/a6jDbK5S1Ds8LS0/2sgYH7Kh+XLd8m43wn5GxDTpTxhN+jTnW0Q2OTEBVqlchcMh4klpPfMEsFPZLeKJovSGZq82AuZjv/jyVj9ndVRuR1AzBOJJ6XziI65J6VOm6SJNFvY4a848zB2eoBai7cdmx5RsWai43E3TMN0t9JyR6N7J+JnT5/nEn//xxHcgE4sWBSYIyYZ9Rr01yizm39+9ySfpGNZT6n+ySgr8i0c9fuO9a1xqtdjc7LFWrtO9coFms86fO8Sg9TbhqM+5dpeVxHJvuF8ACrCWOtJSqZ92281RlyFC0oopgxQtnTcrPENUxFTB3/xj643l9hIHQO4orfDxZs5C4liIDe3IsJY6NGc7coJt833wkgLd8RU76C/qzJEgd7D3L//s+QHMBlu3i9N7ivEOT4RLh2iizJSAI+M7iHMhNNsEKJ35c4g6JmXBJ1lK+PEmF/7Dje2U9tv3+cE/n+dv/MIXscYweLjGn3y0wnDyiC+9d4nXX+k+8yM+S2gYodZi0jGX6jUej4t9xXCYDq98pjmPEGoC5dkTX0VMFdhaprme+Xm3pWQ30dQDmJSMMscoc9yfBSkz5ffO76UyLX7vOPdhUJ3WmPLtWbyjnn9UQX0jm24rfsbxdQtBDCspuVPozG09/GTYwxjDuW/e2uXlRKnc+Nd/yLl/8LPcn5T8xm//MXlRUpTKf/q9H/D3fvoL/PIvfPnw1z02jjkDJ4LWmpjeGs22ryOtTHYzkwDtyOwSZZ41RAQTWk7lqvAMVMrvCh4zS14jnij2/qmd1YwKh+YOzdVHKfHurhVpeTx7i1nqtZ759K19xIDwUecoFdYyf65udDSxwbZI9Hzi161Pyq33ulhrYhTC1f22LMXqmHy5x2/9zh8wGGdMspKidGR5yf/6vzf45M7Bzpr+MnXr56ygNsDVm9j+U97sCIvJ7lt5qWZ5ey7aVbLbcwbQWY78HNeR62cSMVXEVGEbMiWnUeEdBnbOws3IJrZT9bf46GSnvYnij+uEzx58d3jJwFy0v3t3FGZyhNx5Ynk89q+7lJzs2xxMo8TVdMv62hrD19/+EkV3f4dp/kIHc2WBH99e3cfZReH4/kcPOeomH7ohIzek1KOU7cKxHQMENK4RSMAcY77QURLrS/Gt0PBGK5yW4A4+nyrghmg5PjVhqirGWoL47BOvipgq7IYVH02kpb9pD+n47PNbmnXXrOxryx+IceEL1Y1jPHcnSvVbiJ9M/DXORz7iOulm4VlaFxmfBk5vzi9deJWv/ubXIfKNALFClIT82m/9Q2wtIj5grXcQGJr1CEVwhyyvDCTYp/Xx6nDHqaMWEVyzgxlmtPs9rgUZS4nlWiugFR49syYCmATcCNHJqYpRWioudZ+J+0pVY6qwGyI+mjiX+DRreeIji1nKtpeMwBevNzJPGueOaceaOl90P6wgvve1ZnB4UluIj68yPwyz2tqTiU/p/EwHX/q5r3Dt+mvc+tb3ydaW+bt//6tc/YuvsLbe42/9tdf5/T+4RZZvRz4CvHGlwb37j/yapU6Hubk28XRmTkRI5LBB5ee8q4OIcm4JKQuuDja5EmRQax3jYxEgRGwTyj6YAjWN3V7dzzqDESQ0PiO0Z1tnqnRMFQ7HTKDYy/1NXJsu2LSyvWRzOF1RXp9t4OV4ZLE88cc092unaoWvX42jA6Kg2RzfauqjpcPI7STvcVLCauYtX3aY3EWjnNU/+4D3r77Gysojohi6cwH/4/fv8EcfjimcstSN+NpfXeLcfEwcR4wnYxr1JpcvXeDVVy6d/rpO9V4cdmMVihw1BpI6rt56ZgNC3QRxfZAAbAs4HuGrgssdeb8gaFi0VEzgpwLMMyI2qHRMFU4LEU8czcBHOLO5ulkDKJw+XrO7R1SOi0P+KMaR4aIRPimUfSsDRPwSz8XY16gOUHSfCDOdUyDbK85nv6+HdC9cotH+MW8v/XcatY9RAr74SwJakhcxI/czPB2+TZi8yng8Jooi0ixjcWHh4Le8I20T/Eyd38x7BtGGGMq5RZj6QpnBJnZ9BbUWjWtocoDuSgSxCWIEzTdA18E2gRjlaNW4TAkomgs9wQlgoBiWRO3guYLBKmKqcDIcZIdyGvSnZnMHpH5SON5thfRzx73UoQd162ZdvZUziJxUfSE9c7sEnleC/8NPtH6HwEwIZHzwoYSAUMr7ZNFvonLh6JeaEdN0cHdGTGxlr2dYsHHOr4ZShxn1KeeXOJQtVMH1oBz5/5UQbAckONE1qSpuOidjn7GV56iIqSp+VzgZZkXv572BatangAcIA9UKD1PH5WZANzIHR1YivnC9EG/LBU7bjp+lqdl0zAblvfp/5C91/g2JXT+UlACEHCHDuh9QS/8xxt08+qWQXbVukQN20Z0VjEHjBGyAiuHIEEYA0wAJpwsTUqTcQDhYVX7oacS7GpQT91zyiIqYKrwYWPE/44Pb5720ZOLgejtk7jBb8Fla1w69TOF5r8d5XdT12jd5s/Z7BHL8NVMiDuiTZP8EcQ+OdYxO//PHP5/zo3NKnhdbXcGiKPd0CHfK8w+CoGJR20KM9deiOZSDrdTwuJDAm8ad8LBdqGpMFV4MRDyhrGe+RrRTkClCGcDtXs4Xz8W8fz7hRyspq6r7hZsivi7Uy313MDrlzV16q5aF5Ie8U/+vJyKlrUsBVIcE41/nwfi3cU5ZWlzA7LnmnbIvLxcwzx013bv/gLWNTVqtJkuLi9y9e48LFy/6NA7FjSb0e/doNhtYa3ClY747t+vaBEEl8pFT2QcULceICYHGsaNkEcFlJUbMyUWzU1TEVOHFoWahJ34sZa+eSYSNwvFwWPLaXMi78xEf93OWM4fuJSeDL2BPytNvGy69e8EX6r+LfY5twSKKYY0Hn/5PCL9MO4yph9Ots4GFeEdxXc+uxT4ajlCnTMZjev0+9Uad1dWn3PzkUzrtNhFKhiEIA+I4psgL4jii1WzsuX4B0/CkWfQQFMohBCEQcZyKtqrfxGtOSUpQEVOFF43OdEavZvdNqKsVbg1y8knJpW7EnBV6mWOc7HmiyG63zVMiCVdZin7A89r6WpPxk+99wGb+80SjDEwJoUV70yWb1kIcIgstvyzyDHBu6Ry9fp9Op0OzUef+g4e0222uXXudhW6XKJ8wKr35XRhF9MZjarWYA1M8EcQ0kFDQoo+6AuMGqJmDZ/hPqSplVuIKxdZOXymqiKnCi8OsRhSI79J1wn1RU4Fyu3A8WZ4wAfQww/tSTx8tARjh9e63T3/8DohAEnyINlK0u7j9+/km5H42T3sjdKWHXDoDZwKFxVaLc43pvjoHb1y8RJHnjNc2SErHfJ4iSQMVxUUh8+0WFIW3lDlAze4bHHXEFOCGuCIFO0KCJkdFTS5zuFwJWyfr5u1FRUwVXixE/LzcTHC5t0YkggqMjjrHbHZur1jzJAiE840PsPLsInrqDN8fLzBwIdeynsv5AAAGWklEQVSiPtei/gHllwjjfkxp//r2r4xspXIStNB7K77gfhIHAFVPbpMcnWQwySHLfZqYxLs4I1DlYtIkKgU3cZAkgMBqH6mVvtg98bUkOnWkWfPnmZ1DQW0DIUPzDAYD2BwiSYTGIcR+JlLiEKzBld5xYiaudOpQ3JbT50ncPitiqvDiEU4L4WvpdBj3hDfqbPnm80RMAmEwfObTPprM8Y2VdwAoVbACV8IB/3TpI2pmZ4fRIfQPP9F0B58+XEOMgVYNGvGh713HGaxs+shQFanHEFqfDk6J4aBApkYHnGLWS8r5DogQbBSUrQ5Yi6h6ktsYok/7UIuQTh2S2SCzgKuhj4doBszVcaVBV1NcNsYGznckRdELCxAKNrSUzhO8kQAVwWmJ7BBsPktKUBFThRePmcI8Lb1gcjE+fjfH4WtU8/Fx6rJHX8MzTjAoA76x8i7pju3BhcLtrMV/XnuTX128sev5+gw1jlzo+qjHGHStD0/WoV1HFtu7Cap08HjDO26+tgRhMFWLH+uNAVPLFVWvoyxKXF5S5qCFok7QpIGTBLc5xj1YwYj4kp01iCjOCdoUzGaGhIrEEWka0LnaIogt7sEqZtBD5+pQgAaBlx0A6PQcOERnll1HawkqYqrwcmC2nGA2OLwY715OsBeqnhWepr4jl5zAOuUQZK515OPfGS4d6ANQYPjuaJF/5G6SmNkNZ4Cjz0cSItONLNJKvNfV8iZ6exmpx2gjQZoJutpHByPMW5chCryOdGfEoX7S3y+g9B5JrnR++r9QXFaiA8FtDsCBGUxwzbGPmATfQQsEsQaz0CA438SEPropcaytbzC/0CEMdMrfQjooyW1BEPtuarHQIhhnyKMejIZIs+0vTQRqESYrKLMMrYdoI8JgYP7wj6YipgovD2Zmdb3cT/x3wmm3Trba637lUuklBpPSLzVoPafLwBSPsp9iLvqUwB6sYXpaxmR6cJ3EijJwIYmZHZtTmneP/+IiPjW71EWzEh1n6MombqWHG2fowjw6Udwg9SRUKK7w5KM7hZRGECMYCxIYTCiEjQDChCf9dbBw6fp5TBIj++zR93+Gk2HK3Yf3USvcvXuXMAywWBaTBdI4Y/x4TOkcq6trZFnGe2++TrtTULZDFItojE5KiEOCWgcdZbA5fua/V0VMFV4uzISXkfWdutneuVmUUOi251MnOTqqOiFuZ1/jXfkvhz7+WjQkloJUD75tOtbrn1SFif4Ud+4PWehGNJv1aYCjFIVjbX2ddqtFZEPUzUhGUXWUEx/huMKBq1GkI5AQGRfYbEwQ+q23tmkRE2CsQQJBZqZwzmHGY8SUaM1rlMxgkzzIMbEgCjJYw9quH1fZSmEPrvkkcUIcx9y+fZvReMzS4jlMYUjaAcvLy4xHIf3BkCiJMdYw6a3TagqqY39ekyKtlvd+QnyhvNs48LV2oiKmCi8fZrNrifFElO2oR4Rm2znzjJEVLR5ufIXL3e9gDtAyfaW+wjfXXydTt6t+FEnJ3249IJwe41zIn/7ZX+bWnR9y+dxFrl9+gzRN2cw3aZDwwzsf053vUmQlSRLT7nRYXl5mkk1oNVtEUchbb17DmYKJ5tTDNsYJ5Xc/hswRXOj6Yvm0gyYIOsnRNMNYw42H93hlaZFH6T0uLy0S1htIq0u3PqH/dB2dW6ToraJ0KTA8erLMwvw8nVZjl/uBqmKM4fpb1whsgFMlsAHjxyPqUUrt+lsEgfWbiqOAMstJBk8pmzFo4f+JtPBdPU1OVAOsiKnCywsRT0KHG1efHZzCasqN9i9ysfs9DPvTuVCUf3b+A77x9B2WixoWpVDhbzYf8fXOHX8aZ8mzixTpmzTNCvNxjcDl6MY6gcloRsJSd46NQQ+cw0YwTAes9lZpNhusD9c53zyPTXzhuK5t73z5tIdtNaD0BWyxs+Fm8ZuDaxG9skEeRXz44XcZCHx6+zbL166ysbHB0rklsiwliWLuPnzMYqfD4O4yG/0eYoRi0GP+0hKoY3mUcuPeI5YWF5if6xBEEWHN8umnt+h2u5iJsjFKiYE4jhABpw6XZ2QFPPh0mUsXuiSREAWgZYYEz5rV240jbU8qVKhQ4UWgcheoUKHCS4eKmCpUqPDSoSKmChUqvHSoiKlChQovHSpiqlChwkuHipgqVKjw0uH/A8YhpAjHpEzMAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import mapclassify as mc\n", "scheme = mc.Quantiles(large_continental_usa_cities['POP_2010'], k=5)\n", "\n", "extent = contiguous_usa.query('state == \"California\"').total_bounds\n", "ax = gplt.pointplot(\n", " large_continental_usa_cities, projection=gcrs.WebMercator(),\n", " scale='POP_2010', limits=(5, 100),\n", " hue='POP_2010', scheme=scheme, cmap='viridis'\n", ")\n", "gplt.webmap(\n", " contiguous_usa, ax=ax, extent=extent\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The [total_bounds](https://geopandas.org/reference.html#geopandas.GeoSeries.total_bounds) property on a `GeoDataFrame`, which returns the extent bounding box values for a given chunk of data, is extremely useful for this purpose." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cosmetic parameters\n", "\n", "Keyword arugments that are not interpreted as arguments to `geoplot` are instead passed directly to the underlying `matplotlib` chart instance. This means that all of the usual `matplotlib` plot customization options are there.\n", "\n", "We won't go over every single possible option here, but we will mention the most common parameters you will want to tweak:\n", "\n", "* `edgecolor`—Controls the color of the border lines.\n", "* `linewidth`—Controls the width of the border lines.\n", "* `facecolor`—Controls the color of the fill of the shape.\n", "\n", "By combining all of the things we've learned thus far in this guide with a few `matplotlib` customizations we can generate some very pretty-looking plots:" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/miniconda3/envs/geoplot-dev/lib/python3.6/site-packages/scipy/stats/stats.py:1633: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Cities in the contiguous United States, 2010')" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import geoplot.crs as gcrs\n", "import matplotlib.pyplot as plt\n", "import mapclassify as mc\n", "\n", "scheme = mc.Quantiles(continental_usa_cities['POP_2010'], k=5)\n", "proj = gcrs.AlbersEqualArea()\n", "\n", "ax = gplt.polyplot(\n", " contiguous_usa, \n", " zorder=-1,\n", " linewidth=1,\n", " projection=proj,\n", " edgecolor='white',\n", " facecolor='lightgray',\n", " figsize=(12, 12)\n", ")\n", "\n", "gplt.pointplot(\n", " continental_usa_cities, \n", " scale='POP_2010',\n", " limits=(2, 30),\n", " hue='POP_2010',\n", " cmap='Blues',\n", " scheme=scheme,\n", " legend=True,\n", " legend_var='scale',\n", " legend_values=[8000000, 2000000, 1000000, 100000],\n", " legend_labels=['8 million', '2 million', '1 million', '100 thousand'],\n", " legend_kwargs={'frameon': False, 'loc': 'lower right'},\n", " ax=ax\n", ")\n", "\n", "plt.title(\"Cities in the contiguous United States, 2010\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }