{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 12 - Three Point Problem\n" ] }, { "cell_type": "markdown", "id": "neither-captain", "metadata": {}, "source": [ "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 2964 m wide (W-E extent) and 3725 m high (N-S extent). the vertical model extent varies between 0 m and 1000 m. This example represents a classic \"three-point-problem\" of a planar dipping layer (blue) above a basement (purple). \n", "\n", "The map has been georeferenced with QGIS. The outcrops of the layers were digitized in QGIS. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "Map Source: An Introduction to Geological Structures and Maps by G.M. Bennison" ] }, { "cell_type": "code", "execution_count": 1, "id": "immune-frequency", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:40.190171Z", "start_time": "2022-04-05T09:03:39.400900Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example12.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "alike-configuration", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip or conda, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:41.486479Z", "start_time": "2022-04-05T09:03:40.192163Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded from an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:41.502525Z", "start_time": "2022-04-05T09:03:41.489480Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:42.367973Z", "start_time": "2022-04-05T09:03:41.505525Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example12_three_point_problem.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample12_three_point_problem.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example12'.\n" ] } ], "source": [ "file_path = 'data/example12/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example12_three_point_problem.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "impressed-database", "metadata": {}, "source": [ "## Creating Digital Elevation Model from Contour Lines\n", "\n", "The digital elevation model (DEM) will be created by interpolating contour lines digitized from the georeferenced map using the `SciPy` Radial Basis Function interpolation wrapped in `GemGIS`. The respective function used for that is `gg.vector.interpolate_raster()`. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "hungarian-haiti", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:42.591008Z", "start_time": "2022-04-05T09:03:42.370967Z" } }, "outputs": [ { "data": { "image/png": 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G3bt3p6qqKuKc08qVKwkAtW/fngoKChx9KC0tpV//+teUnZ1NiqLIvqiqSoMGDaI1a9YQ55x0XacPPviABg8eTC6XizweDyUkJDj6O3fuXNJ13bH+Tz/9NAGg2267rU77zO/304gRIwgAPfvss7Rx40bKzMyk9PR0WrFiRcQ2CgoKaNCgQZSYmEjz58+nd955hxRFoZYtW9KZM2ccbb/zzjs0cODAiOvQqVMnmj9/vmMdAoEA/exnPyMA9Je//IVef/116tixI2maRi6Xixhj5PV66cEHH6Tz589HXUfDMOi+++4jRVHoiSeeoEAg4NgP7733HgGgnJycsH1ux1dffUXt2rUjAPToo4/K5RmGQS+++CL16NGDVFUNW7fu3bvT4sWLiXNOhmHQH//4R2KMyWPGfux4vV5688035bb93ve+R9nZ2aSqKvl8PvL5fKSqKrndbpoxYwadOHGiwedjHNcvSktL6aabbiIA9MQTT0Q9Rjjn9Kc//YkAUEJCAu3cuVP+tnLlSkpLS6NOnTrR0aNHHfOsX7+exo4dS263Wx6XodfB5ORkOnToEBERnThxglq0aEGKotCOHTuIiGju3LmUkJAQ8TxQFIV++9vfkmEYVFxcTL/4xS+oXbt28vrv8/lI0zRijNHo0aPpwIEDjnUsKiqiMWPGEGOM/v73v9dpm+Xn55PX6yUAtGbNmjrNU1RURDk5OZScnEzLli1z/KbrOi1atIj69+8v7xeJiYmkaRolJSXR448/ToWFhcQ5J7/fT3fddRcxxujmm2+mkpKSsGVdvnyZpkyZQowx+tGPfkRERLt376bZs2dTSkqKvI95vV5SFIW8Xi899thjVFZWRkREx48fp+7du0e89kQbpk6dStXV1Y5+lJWV0f/7f/+PcnNz5XLEMn0+H91///107Ngxx/7gnNO0adPI6/XSSy+9RE899RRlZWWRy+UiVVUJALVu3ZrmzJlDhmHUadufO3eO+vXrR5qm0f/+7//SZ599RomJidSiRQvau3dvxHmOHj1KeXl55PV6adOmTfT8888TAOrTpw9duHAhbP/Nnz+fBg0aRIqiyGNdHHd9+/alefPmOe5ZROb9YNOmTTRs2DBSVVVerxVFoZtuuon+53/+hxRFobZt21J+fr5jG1VUVNBf/vIXatWqlTxOBEfKzc2ll19+OWx/zJ07lwDQkCFD6OLFi3XadtcwInLgZntkqKiowKpVq6DrOnr37t3gACUiwrx58/DEE08AAB555BHMnDkTVVVVWL58Of7xj3/gqaeeQkJCAh566CG5jLKyMvz4xz/GW2+9hezsbHznO9/BkCFDUF1djdWrV+P999/Hiy++iNLSUvzlL39BUlJSrf04dOgQHnjgAezZswcDBgzAN77xDXTs2BEXLlzAZ599hkWLFuEnP/kJVFXFD37wA6n87dmzBz/96U9x7tw5/Pu//zumTp2KQCCAd999F2+99RZ8Ph/uvvtujBgxIuwpT+xIAcMw8MILL+DXv/413G43HnnkEQwaNAgFBQVYs2YNvvjiC7zxxhu48cYbcfnyZfz1r3/F6dOncd9990nF5Ny5c3jttdewfv16/OxnP8Pw4cPRtm3beu+baOjbty8GDhyIpUuXYt68eRg5cqRjvYgIX375Jfbv348uXbpg/Pjx+PzzzyMeH6WlpXjhhRdw4cIFfOtb38KwYcOQk5OD06dP4/XXX8eGDRvw4x//GEOGDEHr1q3D5v/Xv/6FvXv3omvXrnjmmWeQmpqKjRs34p133sEbb7yBjh074he/+EXYfESEo0ePYt26dUhISMD06dMb/ASenZ2NYcOG4cSJE9i6dSsCgQDcbjfOnz+PF198EX6/X+7HFi1aID8/Hy+88AIOHDiAX/7ylxg0aBAyMjIwbtw4/OQnP8HGjRuxYsUK5OTkYObMmUhOTpZvEABgy5YteOONNzBgwAA88sgj6NmzJ1wuFzZs2ICXX34Zn376KXr16oX//u//jqsKcTQIjDGMGzcOSUlJqKiowNatWx2eVPtNSODixYv4yU9+gjVr1uCOO+7A7bffDpfLhcWLF+Of//wn/H4/ZsyYgZEjR6JVq1aO5dnb6du3L374wx9i//79+PDDD+F2u/Htb38bCQkJ8Hg8GD9+PBhjyM/Pxz/+8Q9kZWXhrrvuwoABA5CYmIhdu3bh//7v/7B69Wo89dRTeOedd2L2Fo2IItqe6ppxhoiwadMmfPvb30ZBQQFuu+02PPDAA3C5XNi0aRP+/ve/469//SsA4De/+Q08Hg9mzJiB999/Hxs2bMCpU6fCYlZOnDiBjRs3wuVySdvep59+imXLluHGG2/EhAkT0K1bN1RXV2PRokV477338Morr6B///741re+hbS0NDzyyCM4duwYXnvtNZSUlGDSpElhueCJCFu2bMHatWvDMoBUVVXh17/+Nf70pz/B6/XiBz/4AUaMGCHneeuttzBnzhxcvHgR//rXvxw2FSJCdXU1fvvb3+L8+fMYNWoUpk6dirKyMrzzzjvYv38/nn76adxwww3o3Llz3XaUbb/ccMMN6NGjB7Zv344PP/wQ3bp1C3sjuXjxYuTn52PSpEno1q0bNmzYEHX/LVu2DN///vdRWFiICRMmYNasWcjNzUV+fj7mzZuHjRs34gc/+AE8Hg+mTp0qj4vTp0/j4Ycfxo4dO9CpUyfcf//9yM3NxZo1a/DRRx9h3bp1US11c+bMwc9+9jO43W48/vjjmDp1KsrLy7F06VL885//xI9//GMkJCTg3nvvjb85tCMac6YmVpALCwupT58+BICefPLJMCXi5MmTtHPnTjns2rWLdu3aRceOHXM8CZ4+fZr69u1LXq+X/vrXvzqU4srKSvrtb39LLpeLevTo4VBa58yZQx6Ph1JSUmjevHnk9/uJyHzaEoq0x+Mhj8dDCxYskPNFU5Crqqro+9//PjHGaNCgQWHKQ0FBAT3wwAPEGKNu3bpJ5UTXdfr5z39OjDG655575FM5kfkkO2LECFJV1bEsu4Lcrl07x9Pdnj17KDc3lzweD/3v//4vVVVVyd9KS0vpgw8+oH/9619yPefNm0f79u1zbDfOOW3cuJFat25NXq+XPvjgA8f6N1ZB1nWdXnvtNdI0jdq2bUunTp0Km3727NkOtefdd98lVVXDFOTKykr68MMP6eDBg451FWqU2BYLFy6Uv9kVZFVV6a677qKvvvpKHleXL1+mb3/726QoCnXt2pVOnjwZtk6cc3rttddIVVUaPnx4mDJTHwXZMAzZn169eknFoaqqiubOnUtHjx6Vx6eY/pNPPqGkpCTKyMigdevWOdp78cUXiTFGQ4cOpfPnz4ct78yZM/Tuu+/ShQsXHOdSVVUV/fjHPyYANHjwYCotLY3a5zi+nqirgkxkvhnp0qULMcbomWeekeNXrlxJqamp1LFjRzpy5Igc//7775OqqjRw4EA6ffq0HF9RUUHf/e53iTFGTzzxhENZEwoyY0wqyALLli0jAJScnOy49gucO3eOPvjgAzp37lzYW7KXX36Z3G43dezYkU6cOCF/a6yCPHv2bHr00Ufp8ccfpx/+8If0wx/+kJ544glauXKlY55oCnJpaSnNmDGDFEWhhx9+mIqLix39njdvHiUmJlJaWprcHsePH6e8vDwCQC+88EJY//74xz9KpVBcezZt2kTLli2jS5cuyX0s3k5Onz6dAND999/vuG/4/X7q0KEDAaDXX389bDmGYdBzzz1HAGj8+PEOxXLZsmWUnJxMXq+X/v73vzt+CwQCNG/ePKlmv/TSS/I3zjlNnTqVAJCmafToo4/SuXPn5G9r166lnJwccrlc9Oqrr9bpfmVXkP/85z8TEdEzzzxDAGjAgAFhivClS5doxIgR5PF46P/+7/+Icx5VQS4pKaExY8YQALr99tupoKDAsX3PnDlDEyZMIAA0btw4x33jD3/4AymKQjk5ObR48WLSdV2qw//4xz8oMzOTAIQpyMeOHaNu3bpRYmIi/fOf/3Rs24qKCnrqqadI0zQaNGiQ4z4WV5AJzZZnxTAMmdYmNDJU13X893//N6ZNmyaHqVOnYurUqbj//vtx5swZACa5X7t2LQ4dOoQOHTrgnnvucRSg8Hq9mD17NnJzc3H27Fns2rULgKlev/POO/D7/ZgyZQomTZok/UmMMXg8HsyePRuDBw9GdXW1I+dnNJw8eRILFy4EYwzf/e53wxTxzMxM/Md//AdSUlJw+PBhbNmyRaoJBw8eBBFhxIgRDj9uRkYGBgwYAMMwsH///lq3KRFh0aJFKCgoQK9evXDvvfc6/FJJSUm47bbbcN9998n1vPXWW9GjRw/HdmOMoVu3bmjbti10Xcfx48drXXZ9wBjD2LFj0bFjR5w/fx4LFy50bF8R7NCqVStMmzZNerEiPdmKfdy1a1fHujLG0LlzZ7Rr1w6GYUTNQTps2DA8//zzaN++vVxOSkoKvvOd7yAtLQ2nT5/Gjh07wuYTvkYiwsyZMxsVkS32hWhXqCsejwd33XUXOnXq5PDPKYqCkSNHIikpCSUlJSgoKIgYhKSqakQfW8uWLXHnnXciKyvL8bvb7cbYsWOhKAqOHz8OXdcbvE5xxKGqqvQX1yVn+uHDh2EYBvr16+coSuD1emWu5L1798Ys4C4nJwe33XYbcnJyHIqgqqoYNGgQUlJSUF5ejvPnz8dkeQAwf/58vPjii3j++efx/PPP44UXXsBf//pXbN68udZ5yXpLuW7dOvh8Pvzwhz903DtVVcWYMWPQt29flJWVYe3atXI9hWq+cOFCVFRUyHnKysrw2WefQVVVTJ06Vca8DBkyBBMmTEBqaqq87jLGkJSUhOHDhwMwFc2qqqpGbxPDMPD222+jrKwMw4YNw2233ebwpWuahkmTJmHixInQdR0LFiyIeG2aNWsWfvWrXyEnJ0f2d8iQIRg4cCACgQAOHDhQ7/zAYt1nzpyJzMxM7NmzB+vWrZO/ExE2bNiAXbt2oVWrVo5g1EhYv369rE73/e9/HxkZGY7tm5ubi4cffhg+nw87d+7Evn37AJj7aenSpeCcY/LkyRg7dqz0d/t8Ptx777146qmnIvrLv/zyS+Tn56N79+6YPXu2Y9v6fD7ccccdaNGiBY4fPy6XF4eJZnt/yhiTFyX7CQuYBKB9+/Zo3769jIgtKSnB4cOH4ff7ZSCAYRjYvHkzqqqqkJ6ejgMHDoQRgsrKSqiqioqKCpw6dQoAcP78eRw5cgSapmHKlCkRyU1GRgZGjhyJdevW4eDBgygrK6sxqXl+fj5Onz6N5ORkTJo0KeI0eXl56NevH1atWoXt27fjjjvuAGNMtltcXAwikge53+/H2bNnAaBOhTGqqqqwZcsW6LqOXr161TnbB1mBLFVVVTLzgd/vh6qq4JzLHMSxRMeOHTF27Fi8+uqreP/99/GNb3wDqamp0lpSXFyMiRMnyteBtb32ibQOZWVlsmhH6DEm0LZt24hR5b1790Z6ejry8/Nx9uxZx34BgP3792PTpk3IycnB5MmTG5XTk4jkjcbtdocdj0QEv9+PqqoqGIYh94miKNB1PWrBgtq2GeccVVVVjpyd4nwJBAKOCoBxxFFfiGMzNA94NKSmpgIALl++DF3X5TWPrMAkIqpXgaD62BaqqqpQXV0tz4NAICDPr1iQQIGf/vSn6Nq1KxRFkQ+wmqZh4MCBdZp/7969KCwsROvWrXHixAlcunTJ8bsoEGQYBvLz8wGY15SZM2firbfewu7du3Hw4EH0798fAHDw4EHs3r0biYmJmDFjRph1wH6N4JzL9GeAeb+JJhzV5zV9UVER9u3bJ2059sB0gYSEBIwfPx4ff/wxTp48iQsXLoTZbAYNGhR2nGmaJm0VpaWl9c7qI9YjLy8Po0ePxvz58/H2229jypQpsiDH22+/jdLSUkl4o4GIZOBpnz59MGTIkLDtxBjD4MGD0bJlS5w+fRr79+/H4MGDUVhYiJMnT0LTNIwaNSos4NDlcqF3795h7Ync5IFAAOnp6di7d2/YNJcvX4aiKDJVYxxBNBtBVlVVHswnTpxw/KYoCp544gn853/+pxy3cOFCfPOb33SoB2RlLwCATZs24aabboq4rKqqKmiaJp8eRdlPVVXRpk2biCczYwwtW7aEqqooLy9HRUVFjQRZENnc3NyoaqKmaTIq+uLFi3Jdhw4dijlz5uDdd9/FHXfcgby8PPlkumrVKvh8PvnUXhMCgYAs59y6des6XaR0Xce6devw3nvvYdOmTTh9+jQqKiqg67okxrFSbOxgjOGuu+7Cm2++ibVr12Lfvn0YNmwYLl68iA8++ACapuHee++VHtiabna6rmPNmjV4//335TpUVlY61qG+SExMREpKiszDzTmXNwbDMLB48WIUFRVh8uTJ6NWrV6N8W4FAQB4PycnJjswZlZWVWL58OT788ENs374d586dQ2VlJQzDQHl5ecT2alLcAXN/Xrx4EQsWLMBnn32G/fv3o7i4WD5cXEuVu+K4elFVVYXLly/La2lt6Nu3L1JTU7Fy5Ups3LgRo0aNgqIoOHLkCN566y0oioLRo0fX+WFUXDNqOg8qKiqwYMECLFy4ELt370ZBQYE8DyorK5Genl6vda4NN998M0aMGNHg+c+dOwcAOHPmDGbOnBlx3cRDiVBZGWMYOXIkOnbsiL1792L16tWSIH/55Zc4f/48JkyY4PAmExFOnz6NOXPmYPny5Th8+DBKS0vh9/vlg3Ok+4KiKGCM1UswqKyslMdJ27Zto96Ps7OzoWkaKisrI5btjrafhWIqHn7qCvt6JCQkYPbs2fj000+xevVqHDp0CL1795apSFu0aIFZs2bV6FU3DAMXLlwA5xyZmZlRMySJlKC6rsv7eUVFBUpLS2WWmLreb8QyAXNfR0uJWFVVFbMKfNcTmo0g+3w+9OrVC9u2bcP27dtx+fJlx9Of2+12vAqIlv5NPBF27NgRN910k3wytw+KoiA9PV0eHJxz+aRd04ksTiZx0tcEcWDVRekEIE8kQZDF65ubb74ZnTt3ht/vx549e3Dp0iXcfffddUohRkR17gdgKtQvvfQSnn32WZSVlaFXr14YOHAgGGPgnGPDhg3yBG0K9OvXDwMGDMCGDRswZ84cDBkyBJ999hmOHz+OgQMHYsiQIXLaaOvj9/vx4osv4rnnnkN5eTl69+6NQYMGgTGGQCCATZs24fLlyw3qn1hm6EW1oqICH330EQDg9ttvb3QAT2VlJfbu3QsA6NOnj3woqKiowNNPP41XXnkFRITevXtj8ODBUiH64osvIqrHtd2c8vPz8dBDD2HdunXIzMxEz5490a1bNwBmXueNGzc2an3iiAMAjh49ioKCArjdbvTp06fW6bt164bu3btj48aNuOeeezBo0CB4vV5s374dX331FUaNGoXbbrutzuRAURR5P4g0T2FhIf7rv/4L7733Hnw+H/r06YO8vDwAZtEHYVG4miDudxkZGZg1axY8Ho/jPic+ezwezJo1S86XmJiImTNnYt++ffj444/xve99D0SETz75BKqqYsaMGY6Upps2bcK//du/YdeuXWjXrh169Oghr0vHjx+XdsVQiG1dn2si5xyGYdT5flxfAt4Y2O0PEydORLt27XDkyBF88skn6NmzJz788EOcP38eN910k7w22+cLhbg/N2Y967vu4pjp2rUrxowZI/dP6NCiRQuMHDmyXm1f72g2guzxeDB27Fi89957OHLkSK1JuCPB/uquc+fOeOGFF+oUde/z+eDz+VBUVCSfyEPBOcepU6dgGAbS0tJqzWIhXq0UFhZGVS0DgYD0T4tk6YZh4I033kBxcTGmTZuG8+fPSx9Qq1at8P/+3//DnXfeKV8/1gRN06TKLRTtmrBv3z788pe/RHl5OX71q1/hO9/5DrKyssAYQ1VVFaZMmYLVq1fX2k5DkZmZiVtuuQUbN27EkiVLsGvXLsydOxdEhFmzZjmsD9GUoB07duCZZ55BRUUF/vu//xsPPvggWrRoAcYYLl++jOnTp2P9+vX1VsErKytRUlICxliYV3fHjh3YuXMnOnTogJEjRzY66nfXrl3YtWsXNE3D6NGjAZgXyZUrV+KVV14BYwzPP/88brnlFqSlpYExhvLycuTl5UX0R0YjBIB5vL300ktYsWIF+vbti5deegkDBw6Ex+MBYwyLFy+OWRGHOL6+8Pv9mD9/PogI3bt3d1SYjIaPPvoIu3fvljfxffv2wTAMJCYm4sc//jEeeuihWvPL2iGuGZHIGhHhvffew1tvvYUWLVrg1VdfxZgxY+R1fufOnZg0adJV58MX97uUlBT87ne/c3i1a4KmaZg6dSpefvll7N69W27bvXv3Ijc3F5MmTZLXuJKSEvzmN7/Btm3bMGXKFPzhD39At27d5L31f//3f2XWqFCIa099SJzH40FiYiI451HvW0SEM2fOIBAIICkpqU6WnVjAfh3NyMjAzJkz8cc//hEffPABbr/9drz77rtgjOGee+5x2B4iXX8VRZH38aKiIlRWVkZ821xYWIiysjK43W75xlm80Tx//rxUhOsC+zJ79+6Nv/71r1dtie+rEc22pRhjmD59Ojp37oyysjI888wzOHz4cFQiE+mAU1UVPXv2BGNMqhV1QXZ2Nlq3bo1AIIDVq1dHVOGKiooksRoyZEitQVh5eXlITk5GcXExNm3aFHGao0ePYv/+/XC73Rg2bBgAk4gtXLgQmZmZePbZZ/Hll19i+fLlWL58OdasWYNHHnmkzpWXRHEMxhgOHDgQ5k8DTOIv1leoq507d8a3vvUtZGdny+0s/GZA01gsAHOf3nrrrcjIyMCRI0fw0ksvYf369WjRogVuu+02x4kcjfBt2LABJSUl6NGjB+69915J8EW/a+v76dOnUVJSEmbd2bp1KwoLC5GSkoKuXbvK33Rdx4cffojKykqMHDkSHTp0aMQWMB9kfv/736OiogIDBw6UwTScc2zcuBElJSXo1asX7rnnHkfxDs551AuduJEFAoEwz11paSnWr18PRVEwa9YsDBs2TBYVCH27EUccDYGu6/jkk08wb948uFwu3HfffXWyKixcuBBEhO9973tYtGgRVq5ciWXLlmHdunX4zW9+U2NZ+kgQiqqu62GvjskqMBEIBHDzzTdj4sSJDhHkak111a1bN7jdbly8eBHHjh2r17wDBw5Ez549UVhYiKVLl2LZsmUoLCzE0KFD5RskwCRo4h720EMPoWfPng7hqSaCJWI+AoFAne8b6enpMt5o/fr1EQM6Q9PCXqlqhPbjQNM0zJo1C2lpaTh48CB+9atf4cCBA+jWrRvGWgW8BCJtI8YYevToAZ/Ph9OnT2PPnj1h24iIsHnzZpw7dw4pKSkyNWdSUhIyMjKg6zrWrl0bZoMTgfyh7Wmahh49eoAxhv3790fkBHFER7M+SrRo0QL/9V//hZSUFOzYsQP33HMPVq5c6QgI4JxD13UUFRVFbGP48OFo2bIljh8/jjfffBN+v99B7IhIzi/Gp6amSrvFp59+im3btjlSexiGgU8//RQbN25ESkpKnZTttm3bYsiQIbIevT2zABGhpKQEL774IoqLi9GnTx/pWyUiaJqGoqIivP7661ixYgVOnjyJgoICHD16FOfPn69zqVRFUTB27FgkJCRg9+7dmDdvnvRdkZUr8oMPPsBf//pX6LruIFJiGWKbr169GocPH67bjmwE2rZtK/fF66+/joqKCkyaNClMKYqmIIt1EIFmQDC4ZN26dTJQJRo2bNiAX/ziFygsLJTrf+nSJbz00ksoLi5Gx44dpe0EMC0Iy5cvBwDMnj27ztWZRJ/EoOs61q9fj4ceegiff/450tLS8NRTT0nFwK58lZeXo7q6WvYvEAjg448/jpoZQLxFOHfuHMrKyuSyiUi+diYilJeXO7ZZaWlpWEaROOKIBvv1QrwmLyoqwssvv4x///d/R3FxMUaOHIn77ruvTg9dqqrC7/fj7bffxsKFC3HkyBEUFhbiq6++wsmTJ+W1va7Ey+PxwOPxoLq6Woov9gd/u5VJHPPiOrlkyZKIPtfGIvQ6YB9qWy/GGLp27YpevXqhvLwcf//73+X5LdoW96+ioqKwhwKfz4eZM2fCMAzMnz8fH374IRRFCbOtMMbktrHHOYiYn2hvFUXAOedcZiQR61sTRL5fVVWxevVqrFq1Sm4PMf/atWuxdOlSeDwe3H333c3yAMMYw9ChQ9G7d2+Ul5fjnXfega7rmDJlSlidgGg+6hEjRiA3Nxfnz5/Ha6+9Jq/rQLA64ssvv4yqqiqMHj1aCjDp6eno378/iAjz58+XWbDE9pk3bx6effbZsGOIMYYxY8agRYsWOHLkCObOnevgE/Z7ip0jxWGiWasAKIqCb3zjGygsLMQzzzyDrVu3Yvbs2RgxYoQs+HDhwgVs3rwZK1euhGEYcLvdjsCtXr164aGHHsJzzz2HZ599FufOncOkSZOQkJCAiooKHDt2DEuXLkVpaSk+//xz+QrogQcewEcffYQdO3bg29/+Nr773e+id+/eqK6uxrJly/DOO+8AMJ+gRUBDTUhNTcXjjz+OnTt34osvvsA3v/lN3HvvvcjNzUVBQQHeffddfP7558jIyMCTTz4pU9EkJibi0UcfxZNPPokXXngBr732GjRNk+qH1+tF165d8fjjj2Py5Mm1WkhGjhyJiRMn4qOPPsJPf/pT7N+/H6NGjUJhYSEWLVqEzz//HDNmzADnXHqfjx07hp/85Cf4t3/7N7hcLqxYsQJ//etf66zINwY+nw+zZ8+W6YcSExNxxx13ONLOAdEVnWHDhiEjIwOHDx/Gb3/7W9x9991wu91YtmwZXnrppVpfRxmGgVdeeQW7d+/GAw88gOTkZLz//vtYsGABfD4ffvCDHzhe54nS0j179nR4pGtCWVkZfvnLX8Lj8UDXdVy+fBn79u3D3r17UVRUhLZt2+JXv/oVJk2a5PCwDRs2DGlpaTh06BCeffZZzJgxA4D5UPe3v/0tajBdly5dkJqaipMnT+KZZ57BjBkzcPToUYwePRpDhw7FqFGjZFBj165dMXDgQBQXF+Nvf/sblixZEn8FF0edIAppMMZQWVmJ8+fPY8uWLTh+/DgCgQAmTpyIv/zlL3XOpvODH/wAmzZtwieffILly5fD5XJJf6Tb7UZOTg4efvhh3HvvvUhMTKy1vZycHLRp0wb79u3Dz372M3zve9/D4cOHMWTIEEyZMgUTJkzA/Pnz8emnn+Kll17CiBEjUFFRgbfeegtz585FZWWlw5cbC7z00kvS9xuqON50003SYhUNubm5ePzxx/HII4/gzTffRHV1NW6//Xakp6ejuroap0+fxqpVq7B582Z88cUXYdt+woQJaNmypSRYnTp1wrBhwxx9yczMxLBhw/D+++/jD3/4A5KSktCmTRscP34cL7zwgiPNmR2MMQwcOBDr1q3DP//5T2RmZiIzMxNnzpzBj370o6jWC/Em8YMPPsCyZcvwyCOPyMJdnHOsWbMG//rXv1BeXo57770XY8aMqc8mjylcLhfuuusurFu3DoZhICkpCXfeeWfYekW7X7Vq1QqPPPIInnrqKcyZMwelpaW49dZbkZaWhvz8fPzrX//Chg0b0KtXL/z0pz91cJ377rsP7733Hs6fP49///d/x2OPPYb09HSsWLECb731ljxfQvsxaNAg3H///fjLX/6Cp556CidPnsT48ePh8XhQUVGBo0ePYsmSJWCMYd68eVft25NmQbQEydZwRVBVVUXz58+nCRMmUGZmpqO0qBhSU1NpwIABYcVAOOdUUlJCv/jFLygnJ4cYY+Tz+SglJYU8Hg8pikItWrSghx56yFEUwTAM2rBhA40dO1aWJRUlmRVFodatW9NPfvITKiwsdPTVXihElO4VCAQC9Oabb1LXrl1l2UhRKtPtdlO3bt3ozTffDCv6MGfOHEpNTaV27drRo48+St///vfprrvuon79+lGXLl1IVVXKzs6mzz77jDjnxDmnVatWRS01vX//fpo2bRolJibKYhiiL0OHDqWlS5fKMqTPP/88tWrVilRVpfT0dMrKyqKUlBSaPXs23X333aSqKv361792rL8oFHL77bfXu1DIc889F1bys6ioiHr27CkLVFy+fDmsjQULFpDX66VWrVrR2bNnHW3/6U9/otzcXFkiPCsri1JTU+nOO++k2267jTRNo9/97neO/SQKc/Tv358ef/xxedwxq1xqVlYW/eIXv3AUbgkEAnT//fdHLC0dCs45ffzxx+RyuRzHsSj9nZ6eTnl5efTwww/Tpk2bIpZBraqqop/+9KeUmZlJjDHKzMykjIwMyszMpG9+85s0Y8YMAkAffvihYz9UVFTQY489Jve/2PfvvvsuEZmFAyZPnizLm2ZnZ1NycjK1bduWnnjiCercuTOlp6eHJcSPI47y8nK69dZbw8oKa5pGCQkJ1LJlS7rxxhvpxRdfjFqmfdWqVbJQiL3U9ObNm6ljx46UlpZGd9xxBz3yyCP0ne98hyZNmkQ9e/Ykn89HHo+Hfve738lraKRS0wK6rtNvfvMbSklJcZx/f/7zn4lzTpcuXaIHHniAkpKSyOVyUVZWFmVkZFDLli3pxz/+MfXo0YMyMjJo9erVss2GFAo5ceIEpaWl1Vh6WVEU+vnPf+5YTrRS09XV1fTyyy9Tp06dZAn61NRUWZY7LS2NJk2aRJcuXQrrS0VFBd18881yud/5znciXse2b99OAwYMkPs1OzubUlJSqE+fPvT000+T2+2mESNGOO6PojhT9+7dHes2fPhwCgQCZBgG/f73v49YKIRzTgcPHqQZM2ZQcnIyASC3200ul4sYY5SVlUUPPfSQo4CMmG/atGkEgH7729+GHW+cc/rRj35EAOi73/2uo5hUNJw7d4769+9PLpfLUZRE4MCBA7Lwyi233BKxfPcrr7wStdR0aWkp/epXv5IltUVZbcFdbrzxRlqzZk3YugQCAXrjjTeoQ4cO8l4l9s8tt9xCCxcupJycnIilpouKiuhHP/qRLKqTkJBAKSkp5Ha7Jb/4j//4D8cy44VCCIxqltSvmN5ORCgrK8POnTuxbds2nDp1CsXFxUhMTET79u3Rp08fDB482JG43A5d17F9+3Zs3LgRR44cQXl5OdLS0pCXl4f+/fujf//+MhDJvsxLly7hyy+/xPbt23H27Fn4fD507twZI0eOxIABAwA4nwY553j//fdx7tw5mXEidD2OHj2KNWvWyCwU6enp6NOnD0aPHo327ds72jt48CBmzJiB4uJivPnmmw4VETBzNn/jG9/Al19+idtuuw1z586Fpmk4f/485s6di9TUVNx9990OxVVsy+XLl2PTpk0oLi5Gamoq+vfvjwkTJiAzM1MuwzAMbN++HStXrsTRo0eRlJSEMWPGYPz48Th06BC+/PJLjBs3TpaJJcufu2rVKvTu3RsTJ06sU77djz76CMePH8f48ePRp0+fsG26fPly7Nq1C4MHD8bIkSPDnsiPHz+OhQsXIjU1FbfffrtD2eGcY8uWLVi1ahWOHDmClJQUjBs3DmPHjsWBAwewatUqTJgwAb1795bHytNPP43nnnsOU6dOxYIFC7Bu3TosW7YMBQUFaNu2LcaPH4/Bgwc7LBSHDh3C1KlTcfHiRXz66ae1BuhdvHgRS5cuRUVFhZxO0zQkJiaiRYsW6Nq1K3JycmrMklJdXY2NGzdizZo1OHHiBLKysjBu3DgMHz4cW7duxZYtWzBr1iy0a9fO4b2urKzEkiVLsGXLFly6dAk9e/aURRHEcf/FF19g27ZtKC4uRteuXTFp0iR06NABH3/8sVRrQpX8OL7e4Jxjx44d2LFjh8wEBJhvgpKTk9GuXTt07twZCQkJUY/pc+fO4f3335dvi0Tsxp133ok1a9bg97//Pb7//e873paVl5fjF7/4Bf7yl7+ge/fuWLt2LTIyMlBeXo63334bVVVV+OY3vxmWh9bv98vr4Pnz59GuXTvcfffd0sJVXV2NL774Aps3b8aZM2fQtm1bTJkyBQMGDMCiRYtw+vRp3HrrrcjOzpbTf/bZZzh27BimTp0aVrY5Eqqrq/H5559LG1ckiGxG4hpVXV2Nt956C1VVVZg1a1ZYzl/OOQ4dOoS1a9fiwIEDKC4uRnJysrxXDhkyBMnJyWH7gIiwfft2rFq1SqrWoSWhxXTnz5/HokWLsHv3blRWVqJv376YOnUq0tLS8O6776JFixa4+eabHbmpiQj79+/HkiVLkJ+fj8TEREycOBHjxo0DYBaBWrJkCbp06YLp06eH5V0uKyvD6tWrsWXLFpw+fRqapqFjx44YNmwYbrjhhjDlncgsjnXw4EF5nwr9fePGjVi3bh0GDhyIUaNG1Wr3EXFBZ8+excSJE8O2j67rWLx4MY4cOYJx48aF3c8A877+2WefoWXLlpg1a1bYdVTXdezZswdr1qzB4cOHUVlZiezsbAwaNAgjRoxwxNLYwTmXmUiOHTuGtLQ0jBgxAhMmTICqqnj//fdhGIY8r+zbQdd1bN68GZs3b0Z+fj4qKiqQkZGBvLw8DBgwAH379oXb7ZbLPXr0KD7++GO0adMGM2bMuN7vBREvVlcNQbbD7skSr2Xq+to3dN6aIvoFyOYLA6JXIBPTir/RfLHid+HBqqkff/vb3/DYY49h9OjRWLx4cZiFwjAMPP3003j22WcxYcIEfP7555K0iRtUTX2wp7SL1gfxtCRS7Yjp5FNUyDKija8Jtc0Tq9/rsg52gixe7YnAOBH8FkpaiQhvvPEGvvvd7+KGG27AkiVL6vSaNxawr5u9b3XZJmKdIh3T9mNUbC97sB5w9QYrxXHtQhy3QDCYafXq1Zg5cyZ8Ph927NgRZg0gInz22WeYPn06WrZsiV27dslALdFeTdfs2s7tSL9HOw8acv2rL+p6DobeZ+pyr7T3vz7t268hon/R5rWnbrPfd+qy7epzP65Lm1fj/UrAzlciHZvR+hbtvl7bfrHfS8R0tfGCpjzOryJEXMFm9SBHQ30IcSzmFQdJXQJJ6nJREb/XJeWcODjPnDmDAwcOOIpOcM5lInJFUTBmzBhHH2tbz7qulzgBIvmoIq1nQ06Y2uaJ1e91XQcBoUTXtq10Xcd7770HABEVgaZEQ9ettnWKdox+DS6GcTQjIh23ghhUVFRgx44dGD9+vDxuhZo5Z84cAMCNN97oeIMUi/Mg0u/R2rwShKGu7df1PhM6T2Pbr23+aPfhuiy7PvfjurR5Nd6vBGLNV+qybSPdS2qa9uuMq5Igf50wYsQItG/fHocOHcLs2bNx0003IS8vD263GwcPHsSSJUtw7NgxDB06FPfdd9/X/oCNNeq6PU+ePIlTp06hZ8+emDJlSjwVWhxxxBDdu3fHwIEDsXz5cjz44IMYN24cevXqheTkZJw+fRqLFi3Cnj170LFjRzz++OO1pt2MI4444mgsrkqLxdcJIh3Zn/70J6xduxYVFRXy9YemacjKysKsWbPw8MMPyxzHcTQOhmHg2Wefxe9+9zvcc889+Pvf/17rE3V1dTX2798Pj8eD7t27x/dDHHHEEESEI0eO4M9//jM++eQTXLp0SRbpUFUVycnJmDBhAr73ve9h+PDh8fMvjjjiiCWuHQ/y1w1EBL/fj4KCAuTn56OwsBCKoiAnJwddunRBSkpKnbzUcdQNRGZVpp07d6JTp07o1q1bfNvGEUczQwQSXbp0Cfn5+bhw4QJ0XUdGRga6du2KzMxMuFyu+LkaRxxxxBpxghxHHHHEEUccccQRRxw2RCTI8YoAccQRRxxxxBFHHHHEYUOcIMcRRxxxxBFHHHHEEYcNcYIcRxxxxBFHHHHEEUccNsQJchxxxBFHHHHEEUcccdhwXeVBJiJcvHABu3btwvARI+Dz+Zok4pmIsGH9enTo2BEtW7as83yGYWDx54vQrkN7R0GQqwmilOXmjZswbfrNyM7Ovir7eS0jEAjgnbffxsiRI9EpL6+5uxPHdYDS0tLSw4cPHyZb1DVjjBERRfprn5dCIrUj/W4fZ28r0rJqajdSf+ryW2g/In1u6N9I61pbH2prK9L42ta1pmVE2j+R2q5pX9S0jWva75G2QbRl1bSO0dqs77FQ0z6JtI2ibZPa9nt9tmNN+yNaX2v7W9O+bkh7Na1XtLbq0/do7dR2XNS2PjVtx9qOx9r6LaYZNGhQpMPi+iLIAJCWno7q6mosXbwE02dMh1rPKkN1haZp2L1rF3JycupcCUdRFPTs3QulpaVN0qdYgDGGnj17Ii01FR6PB4BZm97tdtepDGYctYOIcPbMGVRVV1/RZdLXp2zo1w5bt27dOnbs2HHN3Y844ogjjusF1xVBZozB5XJh3Lhx2LBhA/yBAHxNQJAZY+jfvz9Ky8rqPV/79u1RWVmJy5cvIzU19aojK6I/rdu0AWCWWF70+SIQ5xg5ehSysrKuuj5fcyCCrhsI+P0Nml0PBLBjx064XC707NkDFy9exOHDh9GhQwe0bdcOp06dQkpKCjRNQ0lJCXJzc7Fn9x4cOnQQI0aOrNdbjzjiiCOOOOL4OuK68yAzxuBLSMCYsWPh9XphGAY45zFfjsvthr+6GkcOH0HIW4Ba+1dwsQAL5s1HIBCIeb9iAaEyMsagaRom3DQBLbJaYPPGTfA3kNTFYQNjYAzgRsOOy+JLl/Du3Hdw8uQJHDlyBO/OnQu/34/KqiqUlZXhpRf/hpVffon8o0ex8KOPoOs6Viz/AmVlZVDr+LYjjjjiiCOOOL7OuK4UZAHGGFRVBRHh4MGD+Cr/GCZMvAlutzum6icnwqLPP0fLVi2RnJxc5/latmoJj9eDnTt3YvDgwVe1IssYQ0pKCkaNHg1d16FpGogI+/buxVfHjqFL167Iy8trMivLdQkiEAGcGkaQk5OTMWjQYFy4cAE+nw+du3TFTRMnAgAOHjiAr44dg9/vR3Z2trRxcM5RVloGj9cbs9WIIw4AUBQlx+v1tq7tKtasVafqJGJQ2EcK6zXZJrP/GjIdCxkb3nTM0ZB2G3LnqXWeBt7Orshd8FotfdZMFCEQ4H7OaR9R/W9Wqqom+Hy+7tRAgdLg3Kiurj5KRPV7VR9DXPespmPHjti7Zw8Wff45bp4+HVoMiVx2djbS0tJw6uRJ9OjZs87zaZqGMWPH4tOFC9G9e/d6kevmgrCvAKaftV379igvr8Dp06fRtl07+DQNlZWVKCstRUpqaswfRq4rWA9wDYUov7tj+Q60bdsWp06ewL69e5GWlobDhw9j0OBBuHTpEiorq1BcWISvjh1DYmIisrKyUVlZidTU1BiuTBxfd2RmZNz3h9///veZGRkRfyeglrdshKg3UaIwcuuYlgAQt3gryYdPMQ6MQUtIgF5eDq4HQMTNabj1l7g5jnMQGeCGAeIGiOvghg4ydHAjAM51GIYfnOvg3A9DDIYfHAFwFgBXCaRYg0owGCFABJ0IOgE6cRgEGNZ3AOAgcItzE4KrGk7Ma4aYP9LmiwRxaWYQ3ItBAaAwQGUAk2PNceZfJqdn1jTB+cU4a14G52+hnxkL/40BSggTtPcPiMwTWbRNRRGmr89mpRjcv6J2rr7t1G9yasA8kbDwkwMHt2w7MxhAeX3n9fl8PX7+5JObe/fu3aBl79u/v/SnTz45C8CKBjUQA1zXBJkxBq/Xi6nTpuGThQtx7tw5tLG8tbGAqqoYeuMN9SaCjDHk5uZizLhxdQ7wu5rAGENSUhKGDB0iA78AoLSkBEsWL4Hf78e06TcjNzfXcWOME+YgWCNIsqIoKCsrw8hRIzFs+HBkZGRg44YN6NO3L7p07YoRI0agpKQELrcbBQUXsWf3bowcNRqHDh5ERXm9r3NxxFEj3G43xo8fz9q0bi3HBc97qpEckyDAUaYRRNYxvY0g27+Lz/Y2iQiKyw3V64X/8iWTJHMOkDkdSUJsDtzQTXKs+01iHPDD0KthGH4YehUMvRq6Xg2DV0HXK6EbldB5FXRWCa4a4BqBNAJXCYbK4SeCn5t/A5wQIEAngp8InExybMAk9QSAwyI3VHeKLLZGkFxb292+HYM/AAgSZCBIagURVhmDxsy/4ncFzCTOjEGFkwwLwqxAEF0mvZvB8cHpgiSbyXmChJ3Z2nEuQ/Ql+Nf6N4LIL9qK/NTg/Br1rhQLblvHW16ti6rvrTPK9LUeVSHzbdh0yo8GbgkiQu/evTFt6tQG3fhTU1MVNLMN+LomyIB5EiYmJuLW2bObhIx27dq1QfMpioIuXbrEuDdXDoLs2klvVnY2br/zDly+fBkpKSkAgNLSUmzftg2d8vLQqlWrRimn1xsaui18Ph9m3joLgHkcDRw0CP3693dkGUm31Lzbbr9dTte9R/f4Q0ocTQ6RMaXO99V6xnAQY855rO/iN4YgyQQA7q8GUxhcKakIXL4EDh3EAQYOqKpJxES7MAknUzkYEZjKoVgqMzENxAwoig4iFYqigZEGRgoYqWDEwThAnAAFYMSggKAwBoUEWSRTqSWAwMAYQSEGzsipeNrO0/rEuNjJsXxEsblCxHgmSaQJBQQOk41wAgwGKIzgYgwKGIiZZF4hgDNzflNRpiDhhUmkGZE5v7Ucbk2nWPMxmDEYivUQYFeiGUjuQ0aCPJND0bZtGXNfi3uRWElpbwnOV/s2Cx8Z60tlowXpesxPEeXzhiyrcU8JxHn0t0O1oQlix+qL654gA+bFz+PxgIhQWFCAsrIytGvfvtFkQcy/Z/dupKWloU3btvVqkzEGIkL+0Xz4EnzIzc29pgmMUOy9Np+rx+NBWlo6li1ZgvSMDEyZOtXx+9cVqqrAMAz4/X5s37YNRw4fRl7nzhgwcKBMrxcJRIRAIADGGDjnUFUVmqZBURT5/dzZs0hOSYHX6zVVGkWRpKUuD4nl5eX4aMEC+Kv90ru/bu1aGLqBG268AQmJiVi3Zi3KK8oxcuRItG7T5po+buOIAazjqz7EOFQNjvh7LeRQXENtI4Lz2MiyUVUFlZkk2X/5MgDdZCzkZFWMCAoRQBqgkmXV4Ka6rGpQyIBCLnCugzENClPBoEKBBiLdJNXErL+AqjCoIKgMUGGST1OltYi4RcQYmSQ0VA0lOEWIaGTZPtpu1wh+DmqH9i0eanMQkh2DSYYNBqiMoIFBtRFl+/RBcms+EMAazyHIL8nvCoKkWpJja73tbUjibjJgOY5CrB3m9jHnJ9t2YtaGoAgWh7qQZrEdY45GXCYjrUuslxXTdRZvdAyjYbPHCfKVh8E5li5ZikmTJ6Ftu3YxubFXV1djx44daNO2bYPmr6gox4rlX+COO+9EckrKdUU2PB4P+vbri569eqKosEgGT16+dAmay4XExMTran3rAsYYNJcLhmHgyJEjWLd2LSZNnow1a9bA5/Ohb79+UbdJdXU13n37HRQUFqKivByd8vJw8/TpWLH8C5w9dw5Tp07F23PewsDBg8AYQ/7Ro5g0eQo2rF+PysoKTJoyBWtXr0FqaiomTZksfeV2lFy+jPkffoisrGx07dYVWzZvQVZ2FnxeH/7xf68hKTkJ2dk54NzA6//4Bx57/HH5xiCOrye48PLWAknwaiG/9VFNI4ExJlVk8dmorISakAB3agr8ly+DODdVZEW1yJqd2JE5cG6qyNyAwoMKsqK4oPAAFKZBUTRwQwdIkevFOANThGJs2hdUocyaAjNUqXGaBFL4RhmFExWyr1c0kmx7ge6wbFjkmIu/UbaZqXKzoMqNIEnWYSrKwn4hiLFoy1SUQ4mzkzAzYlAYyd/JQY4tawUz7SaCBJO1L0wibLYh1GhBsEMjIZnVtiCIYQ8d9SCadSXTdUWjld1oiNBmw86gEBNGI/sqbEwNmvcqIMjXngG2EWCMISsrC8NGDMeXK1bAaOCOC0WnTp1w+fLlBqdt69GzJzrldcaypUtj1qerCSLALzsnWwZJHj5yBHPffhvbt227Lte5JhARAv4AGBhKS0rQrl17dOveHW3btkVJSUmN8+oBHWfOnkWfvn3gcrtw6fIlHDx4AG+/ZW7LixcLkJGZgdatW6PgYgE65eWBiPDeu+9ixfIVyD96FPv27sXu3buiHq9Jycn4t0cfxW133IEVy5fj4sULGD1mDCZMvMnMuXzoMG6aNBF33HUXOCeUXL7cFJspjusAQlWW6rJQjetCgCPcIOuiKot342EPmYzBqKgACHAnp4ApCsBMWxJTVEB8VxQoigqmqGCqBqaYg6JoYKpqKceK+V1RoTANjClQSDXJHmc26ZZBtXy7IgBOsQ3Sk8uEuoogsYswRFyv0G0EQY5JkmODCAYAHWQFCRICxB1DNXH4OUc156jmhGpOlofaDDb0E6Gac1RyQiU3x+vCSw1YwYgiIBHWMsgKTDS91obtu2595mT21fzd/I2DzHFW2xzB6TjMacxMQCTHcdu6k/0TI/NlgW2oFdYGN+eN3VAvwhnhAAhdDzkgfIg81r6FIvQxYjuNgGWxaMgQt1g0E7p3747celTAqwmMMaRnZGD27NkR1bi6zK+qKkaMHIELFy5c12qqWDciwoABA9C+fXvkHz0KXde/dt5kzg0Y3ED7Dh2wbetWvP3WWygrK8OsWbfWOJ+qqmjVqhXatW+P0tJSpKakIj0jAyNGjkRFRTmysrPQqnVrpKSkokWLTHTu3BkZGRkYOGggVFVFdnY2unbrhhPHj0PX9YjL8Pv92LN7N3RdR15eHhISE/HP1/4BX4IPg4cMRmaLFvjHq/+H5JQUdOzYEdnZ2U2xieK4xlFbAF5TIJrlQo5nDHp5GVxJyXAlJSFQVhb0I8v7gdlnhUjaLMhSkBWughQVXNHAuCDHKhSmgpNqKceWzYKTqSIzSB+yAtOywIk5VGRYqiiIgQuVMZLdIuQvED6pJDaWimySY3IQTDNzBkkrhmgHjKTaqzJAIaF+m0TfnulCJ5s6LgZrkwdtGEF7hGJTic1tYa5rUG0WfmPI7cOY6CCzeZiDbwWCeyzoNxbbx75xmHOsJMnXwt22PmdPvRVqCj92GrzwCOCG0WAFuSnqV9QXXzuCLAhpZosWCAQCKCsrQ3JycqOIKWMMCYmJjeqX2+2OaYaNqxmiAEl2djaysrLk+EuXLuHwoUPo3KUL0tLSruuHBcAkuzk5ObjrG9/AxQsXkdkiExkZGTWut9fnxezbb4PX60Xbtm2lB/mBbz+I8rIyZOfkIDs7G263G1nZWXC5XNA0Dd9/5BFUVVYit2VLZLZoAUVRkJSUFHEZaWlpmH377SgrK0ObNm2gaRp69eoFfyCAdu3aQdM0dO/eA5wbaNO2Ldw1eKbj+JqgEa9Sw5qqq8KMcEU5TGG2eZIlSSZCoKwUWnIytMRE6GVllhEClldANUk1kRl4p6hQVA1kmGSYKSoUSzlWLHLMLC8yI2teTmAKA+NmF1Rm+pANWETRIqKqZSAwyDIGWKSUw1QvBT+0e24B02/LbL5iB0mmIEmWCqxFjvWQ72R9h21eBjuhZ5LgazayrDFb1gtYZNmulMPMgsFsnmVp27DoKreIsrCZCAorSDVJu4nZDoT1gllecZgBgJDbh2T6OUmHbeSfhZJHucEace+v5ffYPBpS3QP8Qg7/uiy/pmka03/zIY1A/Nq1WHztCLIdlZWV+GjBAkyfMQPp6emNaotzjlMnTyKzRQskNpIsnzx5EsVFRejVu/d1r6zayaDb7UZlRSU+XrAA4ydMQNt27ZqxZ00LexYQRVFw6tQp5HXOq/WtBmNM5s22v7FIS0tDWlqaY7z995ycHDl/bm5ujctQVVWWoxb97JSXJ7+XlpYis0Um0tPTr/uHmDhqBwExeR1aa8q3GKjRjDGQogCcQy8rgys5BUgg6BXllm9VsUiyYman4IpptVBUMFWForrMgD2mgikKGNdMssw1m4qsg5SggszIJIsqMwVpDjMThHjRLUgyt4LROLOyRVjjxSlGofxOqOOIpPyRtBwIG4Ju2SwM7rQvSNJt304WAZVEmZlBeioDNMagC0XZWieFBf3KConMHTbPMmNyeYptIJuKzIWKLMmy+Z1sRFqxeZbJWhaztgWDXWF27PXg+kUUWCOMrMNhFnG7R2DgtTZVB5Yd6bCP1m79zpDIid9i9c6HUHOax9rmDgVjLBWAG+ZpVAYgGUA5EVUyxpIAeAEUE1FMnta/1gQ5KSkJWVlZ2Lp5CyZMvKnRN/u9e/YiIzMDQ2+of25kOxISEvD5p59CURT07NXrmsyV3BD4fD6MGjMa/Qf0l+PEaxZR+vp6ARGgqubpV15ejg/ffx9lpaXw+rxwuVxgjMHtdpsKDydomvmg5HK74aslC4i5nRh8Pi8UVbU8jqEvGR0zQNM0uN1uKIoCQ9fhcrnAiczPbrecVA/oWLJkMTRVxe133nld7ZM4mgd1CdxzTOP8oX7f7eAcelkptOQUcD0A7vdLcizmVVSzmAhTVKkeM0UJepKZ6UlmltXCTPdmqbvETMJGpkYqVGTpl7WRYBWwkmowqXQKkixIjDzVHExWWEcQFtxHcHp5ZZESQY6lmkwymC/YLAuqvsxSjAGoTIEugvVgkmeTOAtLhkWqLdJrwPQLKwxwhRFlkQYvuN6CGAvy6/gOc5uayjVJdVmxFGVY25CBwW73ZYwc1z6RI8NhU2kAh3Pshohjo42p7wSRJ4lyptSd3FL0RUd6aGoQGuElDlWQGWMagOEAOgIYCOBLAO0BFDLG3gHwA5in1ibrt0bja02QGWMYPmIEPv/0M2m1aExbPXr2wPLlyzFg4EC4baSivsjIyMCs2bPxycKF8Pl8yOvcucFtXUsQZCvFVuktPz8fhw4exKjRo5GUlHRdETKPxzxGEhISkJycjPnz5pmvCJl1g7Yu9mb6NgX+QAAgyLRtoZcvk1+Y43Rdh6qpYGDQdV2+aRZ//X6/w+MlHsKICHogAEVVoQcC4ERQrJBxXdfN0tVE+OnPftb0GyiOawoOhbcOD7SO6RsQtBdRUa4LQbZbMgwDRnk5XEnJqL5ULEk6Y6aaTMwM2CMRsGdYJJkppvdYqseKlfLNyonMySRm3CKbimVBEASZTBVZFT5gMKgW0eWStQXzJQNB6sMiSJcO+4X4TFZJe5hElVvk2AyOCw6CJJuE2oRQZhlM9TvALBJMhkWGRfAhC6aBI2auo6Uci8+cmUTbIEBjkIqyIOaqpSIHfcqiL5a9g0yHMcHMpBEkySZpNqzvZr9hqe624iIWWQ76jsOpbehRUt+7TKwU1/q2FUqHa5q3Pip0Q/oScf5GpHmLcL7rAD5njA0G4AfQGcD/AHgEwAAAJwCsBHArY2yNNX2j8LUnyMnJybh5xvRG5+ZljKF1mzYYOGhQo83lItvG7Ntuu64IYUPQqmVLnD51Cgs/XoiZs2Y22r5ytUBRmDxO0tLS8NQvnw4PmrMYrahWaOi6dZEjeQN0TG79QyBww5CSEzdCLjQg6LpuXrxgknAwyEwD3DDM5YVc2AzDsAIqNXTs1PFrf2zGEURY1DnVQ8mKVR9Cz4cIjCASqeYBPxTdDS0hEXpZqZn2jQNQCIwUgFRps1BUDdwwbRVceI+ZVTTEslkQaeBkAJaCTGSmfVNUK0APJjkWRFllQe2UiJyFUGyqsfDWStuFeLaw/MiSENrX11oGJ7JlkSAEOLfUXXtWiHDqyKRlgqSKrNkJsuVNFoVFNPMRARrMAigygwdCi5AEFWWdguSYpMUkSJQJwXRx9s/BktZkPVQwS0GG3B52+4V95cRvodKxXaRnjjFXFnUmvhHeGtTc7hVG4/IgKzDJbh8Ai4loPzPVo5EAPgPwLQAV1uQJACoBBGDbvY3F15ogAyYZTUpKQnV1NQDINGQNgcvlQr8actjWt19paWnWK3YO3Xrt/XUjJQmJiRg1ejTKysrg9XolibuWLRemfcIj06yJY/BKIhZ5ZuOIw0TT3nYjBe3VFpwXiQjXVJhEr6iAKzUF3O+GUV1tvsVh3FKRmaUCm2ngFEUFF1YLZh/MwD1OumWzMOVgpjCQzGghrApBFRkUzGShWuTYCHG42jmzcOmKM1DmbraIsoBVgNu0WRCkciy8yME0a8y0cpC9Lp45r1kVL/hXBBoKlVhlDIalJJseZGscrAIpYNCgWH7koL1EVORTLEVZZUz2U7GKpgjLCVmqsbBdwBqv2HMmWxYMWIq7IPcmMSa5ncTGlAQ4wqHrfNCg5uLI9Qq2q9MZGOGhtfb5GnFuEzWqkh6ZCtJ8IvrCNjoNQCKAUwDOARhsdfIIgJutcSUwU3c3Gl8Pc2sdsG/vPuzZs6fRxAEAiouLwTmPSVuMMVRWVmLx54tQXlYWkzavNSiKgpSUFKiqCr/fj/Xr1qG0tPSa3haaZr6ebS7YHzBKS0ulWiwi/UtLS8E5l9OFDnHE4QCF5Duuz6w1NhvBRmFbZl2/1xrgRxxGRSW0xCSLCDMrYC9Ifk0iFsyV7CDHUKFYn8GYzIkMYmbqN7LszbByISOYGk1hIlOE8PyKohvMQVdN+5WQx5jjezTIQD0IpThIknUCDFLASQFxM8CQSAWRYg3WOOs3nSsIcAY/J1QTwc+DeZP9nMs8yX7bdzmOOAKcbLmSSeZJ9ttyKhOF5ks2SbOZps6WJ9kaL9LVcTmd+d0+jlsqqyG2h3hTZj9mEbSmcNtfmRKvOQbUcQg596INPGS+0O/RhsaAyMxi0ZAhysMsAVhBRBUAPgLQB8AyAIcBbAPQFcAnFCNyECfIFhITE3D0yJFGky4iwuJFi/DVV1/FpmMwg9eSkpOwYsUK89X51xiapoEImPvOOzh9+nRzd6fBMIxG1KiPIUpLS/G73/wGy5Yslcd+RUUF/uf3f8DFCxeauXdxXBMgBC0WltorE/7X4Xpab79nPdXjuuZj5v5qgHNovoTgw6Cs5sGCAXqCMNsJsgjiY4plMlAhLBYgWGqyqSorYEGPrshuYf8MJguK2EmyHFiwUp0Yp4gsDhG2piBbnOzeYxs5JiukjhQQDxkkaTYHw06UCZIoC2IcsAixnSibBUhIEuYAAQHrb7BoSbAgiSBzop+6IL9kFRQhSHuIKC4iczxbnwUZFkGKYrw5nXOIRDKFJ9tOJusz1IV41qcNcRzXlfhGa8/x3b5NogyNpplWDvEGDREqcxJRMRGtsz6fIKLXiGg7mVhJRG8QUWEjey3xtbdYCGRlZSM5ORmc80ZljWCMoU+fPtiyabPMGdtYMMZww403YvGiRbhw4QJatmrV6DbrgoqKChQVFiIrKwtuj+eqUA5VVcWw4cPQpm0buGKwbZsLnBuo9lc3dzfAOce5c+fw6iuvoEvXLuiUl4fq6mqcOX3aVNLiiKO+sN9VLaIB27FUl+uIJNbRHiJrUo9DyXAdyLGAUWWqyHplhRzHbMowLKuFSaAFUbaC86TNwlRhGTGQldECZDo2wBgUxVSOJfGBUD0BmfaMLF8yMy0QgDMTQ9CBYVoQRCCaIM9msY9g+zJjBQS5ZFIphvVZUHDHpiKrISJbdKDZNyIOxgickWmnIAIXxB9BK4bGGDgzbRwqGAwrj7IgbKrlK5bp7mASExWmXxli/a3PZk7kYKEQghkASWT1jInAPMtFbPmUmW11whzGEZR4FuGYqcsdUPie64KaHiAj/VKXcXUntTXHCcREQW6cxaKRS288rl2GEWOkpqVi9Jgxjc47zBhD5y5dcPToUVy+fBmZmZmN7htjDD6fD9NuvrlJ8yKLV+u7d+1Cv379UFVdjZUrV6KqsgozbpmBlNRUVJSXIzklBZqmNRthVlUV7du3l98LCgpgGAaysrKuiZR4RGaQXKOvPjFCRkYGevfugzlvzsFj//kYiAiBQKC5rHdxXCEwxjIB3AugGmb093SYgS7zrUluhxkZvhDACJh+v0VEtLfeCxM3OxYMBIt2/aiJHNeWuSJioF49ZDARUMRUNVjgwJJpBQGW1osoPmQzjsjKZkEc4FbwmOU3NvMiwyoR7AyMMx8oTIZHptnWkf4tjCTDUqdhFcmIsqpCJRU2BUGMYSfK9kZtPmQiQS3FEE6UOTM9yoZFlGUAH2OSKBuMQWOK5UU2s0+IPMkqBFm2PNFWUKDGIKsAqtbDgGJbX5HRgsiqyMfMJw97VT5z21lrJYkw2XetJNx2hG7nUES7Ptp9z3VFnclwnZqtu9e4vuPrCyIO3tBCIREU5CuNq59NXCEQEaqrqxttsQDMghc3T5+OjIyMGPTMBGMMHo/Hshg0Jvl2dHCDY+FHH+H0qdNwezzIzMzE7XfcgXHjx8Hr86G4qBiffvIpDh44AMDcZoZhNFl/aoLdC1tWWooF8+Zj44YN8MdoHzYlRCXBq4GBcs7BwDBj5i0g4li2bBnMypAJQDM9AMVxxVAM4DUA5QButP6+DuAsgLEA1sHMOdoOwCiYnr+bGGOu0IakpcKyVUQ9B4mcNgzbtPKzmCYaarBThP5e7xysRCBdh+JywWTFlpnBSr0olWOHiix8yEE/MmMMClQrCo9ZQXsAOExPMrdSpMEkhRqYM58wgmWdZcnlkAuGtFdAKMfhdgy5Wgi+YicrGI9sRaARdc7gOJNUC3+ysF8olvVCgWFZLwIE004RYr0wLRYcAeI2uwUPsVuYhFgnSNuFsDsIP7KZkcNuqwj6jw3rGBKkWvqVEfQlC0sGkd1yQGH/yXFE8iWEfbDbEELH2x8n6jyEthFhQIR+hvfbub9rtHzUtk51PnEiw2G9qudwNSjIcYJsobKyEgs/+hgVFRW1T1wLRDlrzrnMjhFLFBUV4fy5c7EnggwYPGQopt8yQ2bM8Hg86JSXh5SUFOTk5uD2O+9Al65dAQCFhYV4/733sGrlSlRVVsa2L/VA+w4d8I1v3oPSklKcP3++2fpRH2iaS950mxuMMSQmJuLe++7DyhVfYs+uXXC73FCukv7F0TQgU6IZCmAIgGMwq1I9CqA7gHQAp2GS5a4wyfNZAB6YnA6MMTdj7EbDMLrJTBOC3NaFKIeQZfv3RqyUff2irXeN/mgyDCjWGzImI+FMDzIsq4UI1oODJKtOsgxRjQ/WYAXsWZ8Vy2qgMVGhDjY/siDHLITCCuexCWGrsOu+0o0c8QHXMhuQ5fEgxVKIxdwWgbYGkLNlolCiHCTJnFRwUhweZZP8mmQ5YA/gswL3JGm2SLQI3rPnaRbkGYBjfNBLHVSZpf+YRAq7YGltQ5I+Md5OomvzA9dESAWZthFTqt8gyCjVsizHMqL2te4+Y2d7kZbWWJhvGBoyNOo6ECPELRYWVFVFZVUl/H5/zNq8cOECVq1cidmzb4PLHSa6NBiVFRX47NPPcM+934xpejC/3w9FVeD1eiNeXBVFgc/nk99TU1MxfPhwFF+6ZD2NEi5dugSPxwOfz3fFLBgin7W9GmIgEEAgELii/agX2FXyCklR4PX54PP5kJOdjekzZuCVv7+C4uKiBr8ai+PaAGNMBbACJvtJhZl0vy/MPKOVAJKs8QdgVq5KgEgUYIIDuMgYuxxxAZYCREpQfY2I+twIa5vWpkaHTiuVaqFMEUlvtL1v3NChuoLXOVGFEoBVRc9WfpqFWCwsFdlM92ZAgQaDc3MLW3/Mz+TwIwM2hVcQIcuHrDCRCz24SkHDRfC7aSkwfxGeZEV8j7SpbGqxSZKD5Dc4DQdTBIUK9t/sh/WBid6bthBmrQUnAikmkRUp3jQ4/4pUd9z2O8GW2i2EFFpPZhD5opllQRGebdNmYgteNNfK2o9m20xuQ+s361nB7k0Obtfgh9ruIsy+jRoICvlb4zR1OG1qI7kU8iV06saSZOLUcA/y1XB/bO4OXC0wCzEY4cUaGoG0tDSUlpTgzJkzMVV7W7VujZYtc7Fn9+6YthsIBLBk0SJcvnSpTu26XC60bdcOffv2hc/nAxFhz+7dmPv2Ozh39mzM+lUXCNVesV59lpWWYd6HH2Ljhg2orKy8+mwXBJkHuflhlpRmioIx48Zi1OjRKCwojIl+EMdVjY4AfghgGIDLMCtSTQWwHsBWAPcA8AHYD1NN/jcAe2BWsQIR6UR0VFHYuUiWCQlBlBt5Dka0U9huvmHtR1CTQ2/WQrm2z0uGIXMem7AUWcVmYpApD1WHeqwwDYpVdloRdgtZctoib1Y2C6EkqxT069qLcNhTv0U2PzDZO9h+F9aMaKYJewuS6IKBuJV5gxnWwOV44pr511KcSSrPlorMnenhxKBzBTopDtuFUJJN1TjyEFSRg9ksAjyoJgezXNimQdCCESyxLbJfIPibmB9BtTk4RFGHKWjliKYA16ZC1ysLRm1qM9VR1a6Pkh2lH41CI7JY4CogyHEF2YKmaejVu1ejSkSHwuv14oYbh2H37t1o175dzNpljGHIDTdg3Zq1MAwjJpkyACA5ORk9evZEfn4+Bg4aVOe+2DF8xAh06dpVViasrqoCAfBc4SwYaelpmDJ1KrZt3YqCggK0adPGcRNsTlVZURSkpqbi7NmzMAyjSQMva4PP68Ww4cPhsd4aeDwe3Hn3XTAM3fG2II7rEkcBvABTONIBrAUAIgow8wTZC4ATkcEYexPm/SIQMceo3cholUJ3nGOcQwTo2ccTGq64UQQCXOP0UZQs0VfZZ7IrjiaYooC4SZIVRQVZQXqKooCHWCwURQXjVnYLMqDABc7Fm0nZouO7opgBaVJFFsoqma++RREQZmvBbMWunDrJskmwrbLMVnYJUYvPnIaCajAJW4bIhy62S7C/JvnVxAxgTBgLLJWdhKIc1MIBs6S06dYwM15wkKUUh77it30nmwvEWkeR5YIgipBA7jdRHEQo7sGsHpZOLgL1rAcOUFBVJya2pLWmtg3s3EuwbY8osAX71fe4ppBvtR3RkQ75cAW4LssKNhhrUcS0StRGdCNfBa4GD3KcIFtQVRXDR4yIaRYEBqBnr55o36F9zNoEzItCdnY2pk2PbVYLxhhGjhrVYKVHqLi5ubly3J49e7B2zRrcMnMmOnTsGKuu1qkvmZmZuGniRDnu5IkTqKioRNduXZudII+bMB7/+4c/oF///sjLy2u2/rg9HkycNAmKRWoAID09HQ9///sxe/CK4+qERXTtnrJAyG/27zxk2uiwWSscxzURQgM/Y3rUh5S6dqCWa5q8Gdv7zIJqsfnVMis48h4HM1koTAUPLS7CLB8yKSBb+WlwJylQrH80qxQ1MVPdlMVDrNffggiHro1UioVyTCblUyzCKFRo0R6XjZgU1E695YOB9IPIrSSnMbNfaFanRNZh0+ZBgt3KqETzuwHDpm9aiqylmpOiWERaMYmxIlRSG0lmBNU2jiNYrU+sjyDTIqNFKFEWBFZsK8htRXI8wfZjyBaIxI/tDy12Al2fh79IR6f9kI34ex3aiHTc14c0N44wW/7jaziLRfwOaIExBsMwwDmHyxUjv7BFGFNSUmLTng2KokiVNpZwu93m6yTrhqGE3uTqiX79+6NV69ZITEwEEFR6rgQhtGe6ICJ4vV6sX7ceJ0+ewPjxE6BqzaPcMsbQqlUrjB4zBh/NX4B/e/Tfr7jCbu+LqqqmPWbPHpw7exbjJ0yI3TkQx9cCdmuFPI45DyfJkcZdwb7VOm1o8B6zguIUs3CGsFbIanqKAjC7H9nMTWHPj2xSVZeV8s1SO6VvN6hRMkvxVWGqx5qlIhsWgWOh8rHoolCRpd9YGEHIJMQUbNe0X5Dl3aWgWu4gyaGmDXO0gyqLCigAYNkqzIkMgFEIUeaSWXJw06LBzNRw0mPMOThjIAhbBwNZDyQcClwIEmUFpj9ZYcHczirMdTQsW4HwJ5tE2CyDzWzbmYV6kW0rZz5gOImuGB8pv3FNBDrsGSMKalODazx6a1B+66ooR/wtFnIybzhBvhosFnEPsg0HDxzA3j17mqTtM6fPoKiwKKZeWCJCfn4+DuzfH3OP7bFjx7Bi+fJGBy1qmoaWLVvKh4SNGzZgz+49V9x/yxhDdk4OZt9+GwYPGWJWyIIZmKjr+hX3KDPGMGnyZAQCAaz8cmWze6R1XceCefPwyssvo+DixWbvTxzXEMQ78Uhe40jZIupBWBvUnSjBefVowJpHPGDbPcdKkAxbgXqmiCCUZOFFFgF7VhERK6NFsLqeM6OFGERmC+FBDpajDqZ+s2etCAdzKskQdf2ClftMy4VJPQWZZYpJTJ16qNgewbZNqwUD7INtIiLN8iuL3Mr2TBfBz5wU6GRLCUcUzHgR8l0XvmQezHBh9yiLstm6RRRFBgvhVbZXEAz1Iou0aKF+XOlbDh3EfLbB/j3yPCHeYWsIzSYRKRtFtOp5QU90lGVG6UOtmTTs/UOtL15qhakgN3xobsQJsg2MMXz11VdNcvG+WHARK1fGngi53W6sW7sOlTFOs9aqVStcKr6ElV9+iUAgELN+d+jQAbt27sTx48dj0l594XK5kJ6eLq00u3btwicLF+L8+fNSNb8SYIwhISEBt8y8BcuXLUVhQUGzktKSkhKsW7sORw4fwa5du5qtH3Fc44gSkOf4fiWO89osFSFkI3wCbrJSO0QGC6bIID6TJGsOchysqmcG9TFL+lXgspWeNpuUwXqEYPo32MpPW8RWCSG+tcGeQzlItIPBgArjYIxblgCTRjFmmCS2hiVE3qyhNoxQoiz8y0GizK20cDopktzqRAhwLktPRxvsuZIF8Q3ObwvWg8idHPweDOALCdxDUM2WqdJCiGNtAW0moYxAZoHah2gEOMpyQklvKLml0PG29Yo2mO3a09Y13pNMjQjSuxosFnGCbENWVjbOnzvfJLmLO3bsiKLCQhQVxU5FZoyhZcuWaJHVAjt37Ihpuz6fD9Om34zq6mocPXIkJu0CQE5uLm6/8w60b9++9pvUFUDv3r3Rrl07fPbJJygqLLqiy2aMoWu3bhgy9Aa88c83Ylaopr4gImzZvBnnzp5FWVkZvli67Ir3IY5rHPZzOPRB8ypQguyQ2TBsAURhhJ5TsNQ6EwFsLEiSLfVYkGSFRUr7xiRJthoyNWAr+oxxEYXGAEeOZMiiIYLcBjNaBAuIhNFYFtSAra/m/AjPkqFJFdmQRJkphrUtFNj9ycHtZluQY0DIZ8j5TKKsQuZO5vZCI1aREZE3mUfPmRzghADIRp7thUXgyGYhCLddmTVAYdksDFAYGQ6qyrbiIggnl1HJc8h0NanAoOgkOhpJty+rNrJrfg4lvDVkvBD2FNvQaBCByGjg0PzXjThBtqFFVgvMuvXWJvFfJiUloV//fjiwf39M21UUBWPGjkXbdrHLkgEEFc5JkyejQ4cOMW3X4/HA5XLB7/fj008+wdEjR5qNIHu9XgwYOBD33Hsv0jPSAQCGYaDk8uUroihrmoabJk1EyeXLWL9uXbNsh+rqamzetAljxo5By5YtkZ+fj4sXL17xfsRx7YJCleNmfBtSE4Kp4uyKNg+3fXADzBYAzUIKhIhsFYqqQVE0GbSnKEHvsUVlIarxmcFjmrRYCHIs079RqNUiqCKrFtF12CdCGLKkqizEYiGUaJg+5CBRtoixJV8zxqGoAYAAUebaIXdHRDSibLdeWGngOIOwXIRW5OOkwLAsF/aCIVIZJoskk2m50IkjANjsFghL+abbfhNkUUwTTKVms14gSEpDVVU7kXRMi8jEOZJdok5WCAQJcSQSzBHat9CBQoaaVOsI5Dus3404j8lSkKM8INQ+ND9Bjgfp2aCqKnJyc5qkbUVR0H/AgJir04wxpKamIiUlBYZhQFGUmGbi8Hg88nNhQQFUVUVqWlpMgmzcbjf69e+PkydOon2HDjHtd33AGHMEPFZXV+Pzzz5DckoKhg4diswWLSKuLxHJ/dmYILvU1FTc96378crLf0enTp3Qrn37KxrEVFBQgFMnT2LCTRNRUVmJtm3bYdPGjZh2883Ntk/iuAbBuSy8IQhnUx7H9gIe9UOkuUj8D8YYuMGhaCoM+3LIVjVPFApRtRCbRUhFPWYRX6aASAckTTVAZBW6AAPjVp+s5A+MrMA6ZhbZ0KxMDSoAUUBDkGSioHNYZLkQ20cBWUF6JjHWmQINHAZjMBiBMw4DLDg/AEUNgBsuM5UdccnEmVW8IzilteUcynJwewb3PcEkxgzghimRixImxOVsZgUau/YZSuo4CCJwzyJfjEGDmeFCIXN7kUXw7ZYJRQ7mBjJI5JdmkCntxFowFjnYTv41NziF/Cb833KVEWGaEJE92vFLIX+lIl/TxFF+r+kcCf0t1o+1RNRwL/FV8JBd57sfESHgv1oKGzQdiAhHjhyB3++PuZqnaRoSExPBOcex/HxUVVXFbBlEhB3btyP/aH6TqZAnTp7EgvkLYtZvxhjatGmDG4fdCE3TILJnNHeAmM/nwy2zZiE9PR0nT54EYD4cHP/qK5SXlck+BgIBvPbqq/howQIYhgG/34/KykoYhlGvdWCMIa9zZwweOgQLP/4YgSY49qKBiLB/3z7kde6M1m1aI8GXgDFjxmDtmjVNYjWK4zqHXYkN+dxYyLLPjULtdIGIwAN+MM3lWB5jCqAwMFW1VdKzAvVU1VSSmWYG6FnFQoJlpy31FBwKNMGxpIIM6zPCVGTm8A4Hy1AzRxGRUNhKmpjkGKYirSlBq4U5EFQmbBbcUpLJUpIZCEq44h4RobYLUZZa/Ca2rbBcCF9yeLlqUVjE6TsO2iv8IeMDDgU5VE22VFUShUHMz0DQesEp1HtM4YOc3qnyOlVYp3obTbWVQ8hvdgVYJsOTamp0q0VY3yINkdYpRLEN/S6sH41BozzIV4E1q84Eubq6Glu3bml28nIlsGfXbuzbs7dJl3Hs2DEs+uzzmAXAiSwNq1auRGlpaZPsp969eyM3NxefffppzCoOMsZkKrni4mJs3LCxWbJKhPbJ6/XixmHD0K9fPwBASWkp1q9bh7nvvIOzZ84AAKqqqnDp0mWkpKSguLgYb77xL/zrjTewdPESSaLr6rFmjGHazTfj0qXLWL9+fZOvox3FRUUYMXKULDHesVMn+Lw+VFVVXdF+xHEdwH6cR/vcGIT5Cljtn+2orR/Ck6zrJs1TNas5Ji0W9nLTiqqBqRoU1QVF0WxEWXUOsHuRYSYuczAkFgzUo+CgwiLGsPmRIVK22f3IzEZNLcVXTiMyWChwgcHFbINiqq5MBu2ZwXpBu4UoVG12NJjnN1zjjESSTaIsfhPTK2YAn6zEx8JsF0Zo8F4IUXYOwep7IoDPsP8NIcw6zOkcxJSCgXx2siynsRHIIGkOEmExPewEFk6fbzghDnEDU7gHOEicw4m0oy8RyK1jfMiyI5HzUAIvLB6NAudoqAf5mkrzZhgGjhw+8rVQlQYOHoTt27c1GUFQVRUjRo6E2+PG1i1bY9KmUGO7de+GDevXNwnBdLlcGDt+HLp1694k/tykpCQUFlzEpws/afYyzCKHsqKqYIyhQ4cOuOOuu3Dn3XcjKzsbgJkibsJNE3DgwAEsXbIE/Qf0x+23346z587izOnTWLd2Ld6eMwerV62CXsv6MMaQnJyMW2bOxKLPPo9pMGdtmHrzzRg8ZLDpDXe7kZqWin/7j0ebJH93HNcnmu2BVr7+Z87PjYHlmzQCfqieYGVVmfINLKggKyoUzQWm2Emy6Uu2l502S09rYJaKzKDYslowmd0iVEVmZCrGmmWRcCjICP4Vq2xXjRVm2gcEsdYQbEdjDC5FsT4DLsZlZgtIJdmISJJr9iTLrWXvjUWG7ftFkVkuzN+ttHBRSLJUk0WWC1mmmhxEOpQkm+Wmrc+C1Fqf7YF85kCWJzmylziUONsD+yJntAgnxFEV5hAyHFEVdhDimrNS1O5Vdnqe7etr2Jbb2NO6UWneriWC7PP5MHXatOu+gABjDK1bt0anvM44c/p0ky3H4/Fg7Lhx6BDDKnuKomDwkCHo06dPk3n/vF4vevfpDbfbXW8rQW1wu924aeIkdOzUKWZtxgqioEZycrIsR37k8GGsXbsWAwcOhNvlRmVFpXlBMji++uor7NyxE3379cfRI0ewa/fuOm2rHj17oF//fvho/oJG56CuCwQxd7vdUslXmILMzMxmLYEdxzWGplCLmxm8uhqK2xOmTAsFWbH8x4qiQdFc1uCBorqgKiZZFn8VxWUSZmgw67+ZSqokyRwRVWSFglkoggF7wTRwghwLsmwP4lMcg5hPkGLzr4sxuJkICOS29G8igC+cJDNJksnaJHZqFopQy4X4Tta40FRwISTZynAhyS9gkmTAph6L35yBeXaya1eTzQwW9vH2QD4ANtVXklFrXmltQAhBjWDHsJPoMGXY3haFEtYoqjDqQXRtfY6e+9iphEfKdtFoEF3TFos6B+kxxpCRmQHAPBias1RvU0NRFIwaPQoAwDkH5xyqpSTGEj6fDz6fDyLYKxbV1NxuN3JbtgQRQdd1aJrWZPtq967dSE1NRYeOHWK2DI/Xg779+sakrabG0BtuwOAhQ6AoCoqLi/Hh++9j27at6NipE7xeL1q1boXu3bvh4sULZgq10lIzO0hiolSoQ6FpGiZPmYLnfv0sdmzfjqE33HBFzzXzQnx9EJw4rhAs9fZK3BcYM8sSR0od5wjaE9FrkfpaFwJPHDwQABkGVK8PRmWFbRmKZK+K6jKn5RqY6oKi6iYZVnWo3A0iAxpZahjjJlslBiIDHGaxZAUAp4BJJmR2C3NycijABM4E+RJBaNb0tlLLZg+twDWZS8MM8NPAwMkM+ONgZvU6RbHIiKBgQYJnzm1AUWEF7gGSKktrcUjkWTCUzRHAJqeQx4lFR0kDgw6S4XQ21zIDOHHoHFa9bTIfUngweDAYvOek6MQYVCJzG4rS12QeA4wIZryePQAxGLRn77E4qgimssoQXJCwtoDZ1tA6vuQRyhiinRVkm55CxpNjouB359EbfizX5+oduszGtBVpbjOLRQMr6aH5CXKdFWRx4Ttx4sR1b7MQvlhFUVBWVoZPP/kEp0+divlrREGSKioqsGDefBTH4LW6aPPypUtYMG9+k/mRASA1NQVffLEMF86fj9kyRP/F8VZw8SIqKyuvOu+7OEY0TYOiKMjIyMC3HnwQ3/7udzF12jT07tMH586dw+v/eB27du3CgIEDcfToUbz6yisynVvE3JgAUtPScO/992H+vHk4H8NtWxf4q6trtYPEEYcdjDGonhiWva9HMF5dAvdYDd8ARI0TIOLQK8qh+XyOlG/mci0fsqqAqRpU1Q1Fc0N1eaC6vFA1D1TNDUUxB1W1PjNXcLCUZFMX1qxUb3CqyBavVhH0I2ssaLswSyxDepRFrmTGgh5lMS+DmI/BxRTLh2z+DQbtwUr/5gzaM5VkHSArLJA5y4kw5qB0Uba0U022+5KJNICcwXtSSYYCTgw6Z9ApcvBeUGEO+pJ1y5cs/MgyUM+mCst8yNJeEFRvg+qzk6rZ9XKputraDLVWRLvW2/3Bdg9wsB1ruhoUXgrrTxTbRSTVOmRcuMLdWHoM1LHOX8TharBY1DvN25bNm9G5Sxf07dv3ulaRBRITE9Grd2+sXbMGkyZPRnpGRpMso3uP7lj55UrcMmtmTF5tJ6ekIDsnB8uXLcPUm292pGuLBRhjaN+hA26aOBHl5eUxbduOU6dPY++ePZg1axYSk5KabDmNhcjvLLazqqr45r334lLxJSQlJyEtLQ05OTlo1bq1vPBs2rgRe3bvRvcePTBs+HD4/X6sX7cOpaWl6NmzF3r06IlPPl6IBx58ANoVsjaJQJE44qgriAiqddwLdbDBarKd8DIWUSmOOI84aCOpy3VRjYkDTHH2mwg8EIBRVQl3Sir8pSVm8J6lVDOolopsTqtagUWqrARmt6CZ2q7BGBhXwEmXbEbkR+bW62gpn1oiqdU1qMxJgACAmNBpyZR0GUlBWWGiGSYVZBAz65IAcIFZlaIVk/fK7WYaDAz5LagkMwUg7gKzkrIFNy2TKqxtw0faWbK/lhgs14hItXTxaEoyQXe4d4P9sxNBM/FGMM0bwXxAgJUKzmzY3F7MEpatn8FgkWEm9hkgymkHFeWgjcW+fCbfvTHZllCWnWp6cD75l+z7NbKiHGle+5eajvDov4Uvy/lrI28G1PCS0dckQe7WvTv27N6NXr16QdOu/zTKqqoiLy8PrVu3hqZpCAQCKLl8GekZGVFfk9cXjDF079FDeltjAU3TMGzYjViyZAnOnT2L9jEs9iGgKIosIkJEMg9zLB+cevXqhfKyMhQVF1/VBDkUwtubnJwsx6mqimwrwI+I0LtPHyQmJsqbqKqqSE1Nha7rSEhMwPRbZuCvz7+AnTt3YuCgQU3+QBonxnE0CESWmqqCDAM25uP4XCfSHHJNjWSnqMlmEWkaoTLXqoiJDBYiEM9ip4HychAB7pRUBMrKwP3VQZKsqADBzGRBHpPoEIdqBRmZy7QTOquaHmdgCgMjkyxzMqDAZZICTkHOaynK4ICiWnl+AXCyLAXMvo1JjIDOGDiR5T0W9M1cO4JFjsHAFXO1ORhIWhbEVE6SDFjPH2AgroExQ6ySZLFBkhyNFso9ZLYbRpLD7Ra2HWQ9IHCrh0H6JrewxXCFU0VuR1tHiZmZNczcyaZ3m1NQEVeYObPNKQ3hZJE9t5FmQZhtaxXsD9nrKIaujf0vhXwPEufwaSO1UjNBjgiKPE9NxLzeiyACb6DF4mp4a1x/gtytGwouXkRJSQkymkBNvRohSi8DQGlpKRYvWowuXbtg0ODBsfPeejzo0bMngDreSOoAl9uNqdOmNbqdusDv92PTxo0YNHgwfD5fzLaLpmkYPmIEAOtk4zzmJLw5wBiTbycENE3DgIEDHdNNnTYVH37wITp36YKUlJQmXu+4+ziOhsHwV0NxZ0ivbr2JcWNhSZmMWUQvys3VVLeD/teIsHlCBUnWK8pAegCu5GRwvxuBinIwzkFQwFSLyhEBxKFaqplKRshymHwAYEyBwRnA7d5cDgUucPJD8GrGIZka4wRVsRRgJvpoexCBUJAt7y0YFEspJZgFR4jM4D4CQYNiknhmtiO8yJrstUWSbcyQACiKYVJUiyQzIMSPbKeSQZJMwq/rpJq1kmQmyD0LMjq7khz6CEIMlnVBMUk0A1S5SAZFLNDqGlkPEkIVNgRZFkGP9i5DmkTk9hC/y1R7zDldNHIbSkTroiRHGhGdPNeOWudtrICM2lOc1jRvc6NeZbIYY3C5XBg5ahTS0tIi+raudyQlJWHSlMnYuXMnzlj5cGMBux85Vr5TkXlBUZSYZ5wIhcvlQkDXsfyLL2K6LLsnORAI4Itly3D0yNErUgb6SsC+fqEDAPTr3x+dO+dhwfz5Mcs9HQ3mBfrrdT7H0XgQEYyqKjMlmlBqxXEUi+OpNo9xFB+yg5RH+xwVJtmVKjARjOoqVBcXAwzwpKVDFUIAY4CigKkuM1BPepF9QT+y6oGmeaAqXmtwQ1XcVjo4l5UOzsxwzEgJyYdseiIYmcVDZG5kZitHzZj0H8sMF9Y7fsZg+034ks1cyvY2tAiD6XE28x8ziLLUBhRmgDHD9ArD9hvIcsnYKau12UOIcfBzbZ5kZn12FhYRpaml/5hzM8MF59KHLEtRg2BITzI5vccER8YKSbgpJM8wxCNDMAWa3b/LQeEeZkQfQj3Bdr9xtOIgwt8cmo6tppRv0fIjG/Z1izbU4Uyp+TSK2qvah6vAYtGgOrKapqGoqAgHDxz42hFkxhgyMzNx2+23Iz09PebtV1ZWYtFnn6GkpCSm7W7csAHbtm5rsv2lKApGjBgB4oT169Y3CYHVNA3dunfHjh3bm9T3fLVA+Jqn33ILDuzfjwP79zfp+RYIBJqchMdxfYIH/DD8fqjWmzYgwitSe5XMaBUzYyG6RCHDgjDXqyIfCaJsEQZDh7+kBP6SEqgeL7TERFvAnlk4RNFcFkE2A/Y0QZRVDzTVFriniM+aDNozDRguiHzIsJFjQZoVBElxKElWbSTZZZFkBlvlPRbMjxyc30r9hnBybJJtCqZ/Mw0WAONgim5ZKkySDBtJtjaebQjbSQhx9UYgyao1WCniuBmwJwqLcCsNnAjcC6Z+cw4GBfMj68RlIJ9I8yZTpCFIlEWAniCjBGf6tdCUbnbCa9jaCpLQCGnWBKEWg50QI7wyXrBSYOSqeFGHkHZqJdRwrndj0KhKetcqQQZMQrRs6VIUFxXFsj/XBBhjSE9PR0JCAirKy2EYDU1jEo6MjAx0ysvDhvWxJZkdO3XC+vXrUNSE+8vj8WD0mDEoLy9vkhy+iqKgXbt2uGXmTFmyO1aVCK9mtGjRAjNnzcK8Dz5s0vNNYaYvMo446gsiQC8vh+r2gClmsJskwfUpH2+xDMfbyWjz1oXkRiXFIcS5traIS6JspoCrhr/kMhS321KSLZKsWQVDrKwWissDxeWxSLIHquaBprmhqh4oihua4jbTwimaWWzEqrqnkOZUkbkgy1bxEMCW0YKFFxIBs0pMm+snciEHM1tYlflgkgANDKpi5kkOVZPNwiRky2phG5SAZesIkmSEKck17iDb3wi5kkm1qu6Z2TPMnMk2JRkWSbZyJQfJcOQMF7KqniSvIpOFnbgijLRK8gqnimxXYw07IQ1RhyOTV2fbghBHI8GO5SIyoa1rfuSahmC+6BgR5AYPzX9fbzBBTktLQ9++/bBm9ZorUtDgagTnHCtWrMDJkydj1iZjDENvuAEtW7aMGUFmjCEnJwd9+/bFrp07m9SekJKagkmTJ8Hr9cpyy7EEY0wWtaiqqsKSxYuRf/Rok1tImhOMMQweMgQtsrOwYsWKJltXVdWgKvHiIHE0AMRBhg69qgJqQkKE34NklyJ9Dp2W8+DfaKiJ1EYhxk7bhf32F95WxFLxNssFGToCJaXQEhLAXC6YdgYVTFXNoD3NTO+mWiTZabkIpn6Tdgsr/ZtZQESzrBbMIseArcidJMmqjRibSjJsdgvLOgGhIoucysHfFbsSHdKekygHrRaCtQuSrCi6yWUtI3JoIRGniky27SsGO0kWlfXEd0Kw6p6wWYTbLTgxBDiDnxA1BZwhxwdJsi7JsUWa4VRxBVEWSm+wKl84cbaTZrvaq1vthg46KKIq7GwrnLQaYUMtqjLEuoUo1lGG2BcKaVglvWvWYgGYF5phI4Yjt2UuqpuoJPPVDkVR0LJlS+zcviNmhEW8Vu/dpw9UVY1Zu4qi4IYbb2zSKnuApVZYCtK2rVtRUFDQZMTVrOrXB6tXrcKK5cuvW3uA8JLfceed2LljJ/bt3dtEy7FIQSwujHF8zWAWBdArKqBoGhSXy6keC5IZ7XPEJms5DqOQ52jXt9rLUdsD5ihI0K1BEmUbSeZ6AHp5OVxJyWCKYgZ2KarDbqFYOZHN3MimHzlIkK2cyKLanmKWqRYqMizl2F56mhnMRpJZCEkOepDtFfeYFXAmcyTbVGZZutqmSIfaOIJtWTYLS95mFlFW1AAAe7W94HERyWoRumuljUISYwVBNdkcF5orWfqSoQYtF8QcpadFeepwwgxJmoME00mUpYoqDgW5Fk7SGfQvk6y2Zye5FEVBFm3acyALwit8wWE2jBACGykXcqQh0p6IOIh1lcS/cfeCa11BbnCeNsYYNE3DkKFDwRiDHghAsQLCvi5gjKFnz57Yu3cvCgoKkJWVFbN2GWMoLS0F5xypqakxadfj8cCTlSUv9E1NlFVVxcovv8QtM2fGNIWdgLBc3Hn33SgtLb2ujz3GGLKysjBp8iTM+3AeOnXqFPO0d+aF++q4MMVxbYE4WflOTY+uOyUFgdJSkGGAWaoY4xykKDJDgDmjeawRohPbRsO2LHvKN1kVjzhkFb6ajn2rehshmJ2AgVsBil6oHi+MqkoQTLsFVC2oQIXe/GGeZ4piFUTgBFUxq44pjIOYAUYaFDLAZW5k049slt4zm1Wsuh0ie0WQ7IhemlX0NAICVho2hUwKq9g+qyDhLgaHSbgBO3EiK6sDAQqHYWXXIAQfKxQ14Ki2J/psPnhH3Tm2z1afSew2k2yb+8paK1LN7aBYGUJEBxiz9gYDHFQSVlo3s1GNWeK2bfFE1gMCkflwYBFDcZxKZzQ5ZrN+D44WW4xs07KwdQyFk4JSyN+QSXElNFVHfxp7KyCR17ohs17DCjIQVAsZYzh48BA2rF9/3ap40eDxenHTxIkyDVwsUVRUhKVLlsTcwvLVV19h9cpVMfVOh4Ixht59+kBTNezauavJSBdjDAkJCcjJyYGqqggEAli3di2OHDlyXVp/Bg8ZgtzcXCxZsiTm5xoDQ8AfD9SLowEgLl+nGtWVCJSXwZWUDIgyxkJ9jeRLFiS5jtcIMX9dEUa8w4h4uB0jqi9ZSGwIKslCOVd9Ptv8ltVCUU1vsT27hWWxUFSX5UcOKsmqYma0UJjLcgyLCntMslXhSRZ2i2BmC4R5h02PcTDLRTQVWVgvVJtNwxkIyKRf2bRmkEVHnb5k024RntkCEWlgyCh7YKLDj2z3HcP8zl3gUSwXnKswuIoAZwjw8OwWAeJh1gtOHDxknLBehGZ8EJ5loTLbrQ/2v/JzDXYGu/c52vxyQA0+41gNQrm2hsbBUrgbqCBHeUy4ooiZ5Na2XVscPHAA+/bsvW5ScNUVubm5SEhIQFVVVUyJYG5uLvzV1Th18mRM201LS8OuXbtQ2IT2B8DMOjFh4k3Iyc1psmWEQhTj2LBuPTZv3nxdqaHCfjNr9q3YsnkzTp44EdP1k3zgOtpmcVwJWDdBYUXgZolmvbICruRkU3W1k+QQsiwJL9WQbso2hJJjR1q5aAghu8x629To4D2zAzD81QDnUL1eOZ8ZuOf0JIs0cKbtwgWmWKRYDhoURYXCVChMMTNbkIpgJgsRqAeb9SJIkiXBNRPGWR5jkwBrlo1CsRFn6VWW8yqi8LXlS7b+KvbgPZHZwvIhWwQ4GMQXTP/m3PyhRFlsv0jbNJwoy0A9+YyigrjL9CbLIUiUDVIQiJAKzgzkC6Z8M7NaCE8wl+TYQZbtVgwgImm2e49lajnAsnNEHgTxtS8nGimvbajLuRMp3VtoxovQ1HGNgfmmxGjYcEX08poRM4KcnJyM2bfdhpLSEvj9/uDF7DqHsEOUlJTgg/feQ3l5eczW2+12Y8q0aTEvb52WloZBgwdh9arVTfowwxhDUlIS2rRpA6DuClFjoCgK8jp3xp133YVBgwbJ5YYF21yjEFaLm6fPwNtz3sLly5dj1nbw1WwccdQPZmCN4SDJgfJS8OpquJJTHCTZoRhb159Inl/Yp7ePE8u0EW47Qa7tHJfp3uyWLGYnzPbxzPIxRF1z2Qe9ohyazxec3pqXqZrpR5ZKssvmTXaZ44T3mGlWTmQVjKkw3+toFhkW6jFMkswRRpI1SW5FwJ09nZtJjM2APWYL2LPlUIZteoscy0wXYX5kG0k2O2NlthBvoKwgu4gqctheEZqz0yoiVWVBjlUIem9udtObzLmGYFo4049MpIGTigApCBDgJ9OT7KdgSjjpTYb4GxI8B+s3iN+cqeRkejk4A/DMbBSRvcc1pWILbUOMcywjAmmXincdh1B1PFoKuUbfDaQSXP/harBYxKxWNGMMKampGDZ8OBhjKCoqQmpq6teiHDVgPiBkZGZi86ZNGDN2bEz8dIyxJqtWOGjQYLRrf7FJfchA8GZUXlaGsrJyZOdkX5Fluj1Bz3MgEMCqlauQmZmBnr16weVyNWkfiAh6IACtiZajKAoGDxmM7du24csVKzDjllugqo3PPmEG8jTtvonjOgQBxA3TciCMkhZJ9Zdehis5Ba7kFOhlpZZPWfg3mfQmy8+h50sUshuJGNc0HtbyxHgmfMhWOWrTY6sAZKYns3uTAZhlqyN3RKrMPBCAEQhA8yVALy+zfrIIt6KCqQTFen2syGh9M+erwjVwrkNhGjhTrb8GGNPBiKCQAk4GLIMvGJEZwAcCKaY3mYGgKCYRFmsvHnoF2dSY2D0EFUyWWyaYKjPBVJPFfBbtte9q+8pb/3HLCmwRYphWC85dkJX2ILzIYvtb5Dd8J4X8FcskiPLO5oa1lsiE6KECXAFZCjZjhvkkYfmTdcZAinl8ugBznzPmCJBTGKBYu1O1usDI3iMKuz4K33GkdxD1uZoGHx8aTkprzahX577YHjYb3daVEcaaCjGNahKBWUSEA/sPYPGiRSgtLY3lIq5aqKqKYcOGobCwENXV1TFtu7y8HOvXrUMgEIhJe4JAtm7dWt4omvogrvb7sWzpUpSWll7xE0bTNHTv0R179uzB7l27rsgy9StQufC2O27Hzh07cOjQodgtK86P46g3yCTHloJMZJFlwwAZBgIlJTCqKqElp4CpqjOVk7BZiM/WPGSItiK8HjaMoLoM5xsi+/jwbjrHSzIusjxIS4X1XVEtNTlylcvQbUBEMCoqoHo8pq1CkGOhJCum5UIRirJmy38sFWTTXsGYYg7WLdqssMeCCrLlS2acQbHZL0xCF5rH2J7dwgpUk1YLJlVkabuA8BpHrq7nHIKFRMAMS00mMMWqtGflRw5W2YvywGOtpd2HTOS0V5iZK8Rnu//Y1MXNYiJW3mRr4JaKTKTC4IqVCo7CUsEFiDvGhf4N/exQl8lpxYiah7mGwWHNqMfgTDdXzwIiUQdbFotG3leIODgZDRquBgW5ScL+FUXBkKFDAACbN22S+XCvh1fcNSEtPR0zZ82C1+uNabtutxsnT5zAsWPHYr79Si5fxs4mzo0MAOnp6ejYqSOOHjnSpMuJBMYYWrVqhbvuvhu9evcGYJ74TZGnWcArvIhNBJHbeszYsfh4wUfS1hRHHM0BuxrqGAzDzBdcVgK9ogwuG0lGCKkNI8Q2wgw7gQ4hzA4LBsItVTUF9TmJsc13zJSI38MbsI23HgqMqiozQFEG/1leZEGOFQ1MNYmxab9wBS0YTAWTZacV02oBBlGC2nQsBImy8CQroXYLwBlwB2fAnZkb2V5dz2m7CFbTqxtJDuZIDvpAmJUfWVotghsqwmfhORZqqp0sK3KQwXg8GJBHXDUtFlyDab1QTWIs/ckaOFfBSYVBZvCen5vp3/zWIFPCSaLMrQA/gp8HiayfuPkbgiRb2Db8IaQ3QFxOXxtBNqfhUQm2kxjbbBwIppvTbZ8bM9hzPzf+jtLwIL2rgSA3if+BMQaXy4UpU6ZAtzIl7N2zB0VFxWjbtg1atW4dlvarsWTCTg6a+hV+NIj1tj8IxKIvmqZhxMhR2L17Fzp16hRT24rb48GWTZuRmpKCDh07Ntm2Y4xhyNChzZYhQewbl8sFADh37hx279qFYcOHIzExMabrfSWPvxtuvBH79u7DkkWLMW36zTGxWsQRR31AADjXwblhkiQi61213X8K03bAOdzJqTCqqmBUVZpvsGRQW9ACEbYMcU5F+D3swVCQ5jrCriQT5/Ktmkl+g6/PKYqeFHq+65UVcHvSoHo9MKqqgvYDxczdyxQORdXMBwjNBeI6uKFJEs24RYwlSVZMWwY0kziAwDgLplPj9tRzwdf6qmLxSxBsSTBsVgszF6/wHhNM20XwXb3Y5sGPchPb/hKRma6ZhNnCykXHOJhigLhm2R7I2i0scqPBLSqJtVSW7b/ZOiHS7YEIxMjcduDWQw0HuAvEOBTrzQCYAc4YdMUAB4eGoP9XpHmzpoRiLV0xPTdyPLOWZ9/3zh5GslaItHFRVrkeYCDHM0Zty67r7YjkP0FrTqMoKsEiuQ1M83YVBOk1mUGYMQZV06BqGogIWdnZuHjhIrZu2YriS5cwYMAAAMClS5dw4fx5pKSmIiU5GQk1kBUigt/vh67rcLvd0DQNnHNcvHABZWVlMAwDHTt2hNvjaarVqhOICBs3bECnvDxkZzfec8sYQ8tWLZHZIjPmBMjr9WLsuLHYsH4Dclu2bJJ0dQJ2gtrcSE9Ph8vtxocffIhZt86KWa7pKwnGGLxeL26ZNRMvvvACevbqiU55eQ0+3uIe5DgaCuIGuKGbNgKmmFXgFNXyA5jXLAKBystAgQBcKalwpaRCr6wALDtFVChKZMIbw7de8pyxihwFzwJJwWyhY1FbMf8QIVBaBndKCnhAB+kBgCmWxZlMEkyqRZJd4EoAimIG5Zl/FSuLhQoubBYEAIqZ0cLS9qS3F8KPjGD/LFKnCs8xE+5ggJhJPTSTSkKx1lC11pXIIqbMRmJD+KyDIIsHCsXMEhF0mZNps2BKsJ/SNxyZJNtkLpvtApB0NfRZSEwtHsSIQIyZarvIJ80YuHVtM1PTGuCcgZgBYhycEQwmciATFCaKqggLM5Oe+dBHJCVEmAtq4LZpIq9gjRDLCxvn+ByBnIdYWBjq7k2u7ehuCEQaxAbOHNvONABXJIJOvA7OyXGm+yIiVFdX4+iRo7hw4QJat26NMePGwu12o+DiRaxcuRLFxcVo3bo1Jk2ejOLiYnz+2WcoLytDt+7dMWbsWAQCARw5fAQlpSVISkxCu3btAADnz5/HhvXrkZnZAh07dkAry297pdY3OTkZK7/8ErfOnh0TUqgoCrxeL4gIgUAAaoyKsjDG0CkvDx6v94qpj1eD2u/xeDB69GgU9y6W29Xv90PTNJnb+1qAsI9MmjwZH37wIb73g+83mOyrigJFYTG/SMZxnUPaIXSAVEAhM1iKCIqtdLlJiQhGdRV4kQ4tIQFqQqJZeZOb3mLSdXBDd2S8YMI6YS3LbMz2KGcpvxGlMgr6lM1JbdQ3wvR2NVlYQBwKs1g+hdIJ5lg+6QHoVZVwJSXBf/kSZKENRQFUkyAziwzLXMmKCm5lr2B2HzKpYFDAYUCBy8pPy8NJsslWLSZsra8aDNqTAWmCNMP0mwZg2iqkgmy3PdjXMoQvS1iBjkLFFYF7Jhm2AvYMt+VRFiqyVaglrHHLfwyro1ZonPgcVDjtjzDmuoCs8iiMW8efuf3ADNNDwhlIesqtNwWMgzMOg3HLZkIOksxgkmDGGBg5g/EU5uwDs322/0WE73W5u9Q0vUPNtk1gDyqMtqSQR6kocJ43DYcVk9AAXLcWi/ogJycHU2+eFnYBS0xMxICBA+HzepGYaF5EMzIycMcdd0JVFflKzuPxYMSokWHtpqamok+fPrh48SLOnDmDlq1agXOOrZu3gCkKOnbqiMzMzCYhQowxdOnaFSeOH0dFeTlS09Ji2v7ePXugahp69+4dk/4zxmQqtkAgAEVRmpQk6rqO3bt2oXuPHkhISGiSZdQFiqIgI9PMEkJE+GLZMiiKghtvvBEpqanXTGU+xhiGjxiBrVu2YsXy5bhl5swagomig3MOzuP0OI76g7huZrIAgQQxUcxX7owUk1wQN1VlDhAFECgrhV5RbqrOmguq2w1Fc0FzJ5hBbTZbhT07hUmCLELKxD0jXImURMDyIBM3wHUDXA9YqrXI72B7VW47b+RyIljmgq/+g2Qy9HwzKiuhut1QfT4YlZUwObK5XZilGAtfMglPsqUec0GO7YNVgU+BG5z8cJBk6x+R3UIItIwTFMWmJBPAGbPKIzO4mEhJZiqoYSyYETT7eyXrZ/tVQqjI5rsCAgcPWinks4XhUJEdeqVcATssckzWNZhEGWsmp7WbX4K7QRx/1kMaLKIMw7J5MHBSwJgOpgiibBJqgxEUWEGGMNVYUVxFkGNBisU4+dki0MGe29Ykgg0jEiL9HolsB9sPHpNKhMu24jg+a1hIlEt+8OxoOISjuaHzNjealSDX9DTvS0hAp06dwqb3+uoWAOf1etGxUyd07NRJqgCMMbRq3RoHDxzAqVOnkJmZKVVst9tdK6GoD+Fwu92YOHlyk6iybdu1w7wPP0R2dnaYKt8QyIs+EXbv2oVLly5hzNixTUaSFUXBuXPnwJiC/gP6N6taa1/26DFjsHXLVrz37nu4dfatyMrODnuCvhqVZcYY3G437rn3m/j7Sy+hT5++6JTXqfYZo7UXw77F8XUAgRs6uBEw1U6mWK+5VZNYKIr5gpzM4DymcFNJJdUi1QxM12FUVVrKMAMUZpFJ6y9zfhflmUlU8JPKrvwHgqCJYh2KqoFpKlzeJDBFARkcXA+AB8yBiXZC7kuCKNsLkgSvAzWcLUQIlJfDnZwCo6rKpCvELCVZNR8MVA3MMLNlKIqwpVg5JJgI0jNJs/AfmyTZBYOqIckmmeSTODMJuOAWltVCFAcx1WOzrDS3ylO7BM2W6y6czFa7tXiSuWVr0KyfDEtJ5ubjkdmeYoBsKrK5eewqMjkbJvvyhIps5UJ2kGSxTa39YrVFTBQuIdNmwRkUS00WtgtTxReZN8zBQHA+ULAaoCDMdhVZkGdzucHxwmoRfKgISQMX5R4S9phHYrlO45si9qv4Tk4qKX7ntsc4+TcqGY78ubEUtXGJGZpfrGl2BbkpYVcFBNq0bYPWbVrL70SEL1eswOnTpzFgwAD07dcP586dw+LPF6FN2zYYMXIkLl64iNS0VKSnp9eZIImgMF3XYRhGzLy3IjfypMmTHa94YoXOXbrgk4ULsWnjRgy94YYmIfiKomDY8OH4aP4CtO/Qvl7btanAmFnUZNToURg4aKDMRFJRUYFtW7ciMzMT7du3r9Ej35xgjKFly5YYNXo0PvzgA/zHY/8Bbz395JoVYKo3YQnyOK5PENdBRgAgDrIUT7P8NDczDigmMVYUk9wyroAplltVUUxiB0FIbepwUIJ0kIJIiBq7Ah1gDOKoZvaUa24PVI8XrsREkMFN+0cgYBJ52Ki23T5Rjxs+BQLgug7V64VRKR4AFBAMgCmWcGP2B9Z2U4SKDLOaHmdmBge7imxSWA0g3fxMIkCPgjYLm9VCtdicfTRZjEmQ5EAISRZ2C0YshLlBcGcAMPsnwvOIoFntmr00rRb2CnvM8gEwCH+qIrVlxyIskizIsSDGoqKeqTCb0wStF+a/QQWZrAcrFQYzoFgPHZIokwp7BUAmiDUIYFbJEqustuiz1K5ZkIAGSbMg1s7D1elDtlkMEX7chj56MSHw2duyjeNiWvt3cpJjR9uh5wlFVorNNW28htxQq8TVkJXpuibI0RB6QE646SYUFRVB13UoioKcnBy0aJGJs2fOYt4HH6CiohJEHDdNnIi2bdviwsWLcLvdyMrKqpVAFhcVYdeuXRg3fnzMXtkzxtC+fXsAwYMoVlaL5ORk3Dx9OtavW4fKykokJSU1ut1Iy0lLS8OYsWOuOhuDoihITk6W310uF9IzMvD/2fvTKDmu60oU3udGZk0ooApDFeaZBAgQIAACnEBwJjiLmi3Jlu1WW7JE26/br+33fe/z6u7V/dpe3Wu5X8tuq9t6bT3LkidRlmgNlESJo8R5HkBwAEGBE2aAGGvKzLjn+3HPufdGZGahUJUFFMA8WIHMjIzhxo3Iin137LPPm2/+Ek8//TSuu+46zBU5SqlU8kVHJgpovmzjRryydSvuv+9+3HTLzSc1wPGe2B+wUvHNGGNwxCDbFGQSB5IFBDu22IHl1BoPCMk6Jo+tPqlyjhYZMKrMcb3IV72ru5wwt0Tg1MLJIglpacj9fpMEptiCpLUNhY4O0URXHFiupGI7xRlwM9LQktuBRUZIZiQFxpHmOALLwQ85/GMYYZETpEgFaAqXLJIQzyD7AYYrgKJSC9UlK4QF3L2kTCSJZ66ISMxQZ5L25DjYb8ttp2AM2DruOIFFGrQeMEkZadoqPHEsb1Egpv0bIGIVSK4CyOTfh1DWUqv8MYhTkA42yA3UQImAYiug3QlEQGE9hr4q6I4AsnY64Hsx9awtZ5LjaiXP6Ws8NMiDY5NZrv48QhaEZ34xsSxE252LSPBS/cWoQy3emhrkMzaU6e3t7fXz9u/bh927d+PyTVfgmaefxud+619i2+uv4yc/+jFmz52Do0eOIrUp1q9fjwvXrx8WHHVOnow3t7+Jiy6+GFOmTGlo25kZO365A7Nmz2qYlpeIMGXKFNx4441AlJTSaABIRFi0eDEAp3se7+p2o41isYjzzz8f5688HwODA95iL01TfPtb30Kx2ILLN12OefPng4iQCvuqwP9UHhMRoaOjAx/9+MfxF3/251i95gLMl3aNKJhh2Y4GAzTjDAxyF0Yb3G1wCEALAMPMA9F3KTOXiKgAoAhgiHN3LgYcQLYCNtgGgMeiAWXrK+Y5F4cYILpbtw40WaURpI/UU22wB9IhbKYdYbkaoJoAX7gjDgV15TIqA32OWS62wBQKMMUiqKPDAVMbSTJKpRGDZS6XgdTCtLTCDg3CQ5UItPt+8aCY/PG7vhHPNhiEFDuGQQLLFQQgq+8UAQdG2UT64ThRz6kSyCkYrGOSiRiJB7fVIDkGVKySDUixCpFbuPcqs4AcRwVsi9CiIs63OKfZyJ+0TOEQLTkdvWpSXw4kUyS1cH1qZSCSImUBxyYCyR4cB2AMz0LbAI5Job3eG92ZAClzK997hpmrgGYGMLO2N3wXH4mCaL3yDdzf+rzmORVWWa+Q+LvRBKNBEotRouwPvAZ5IkWswz18+DA2XXEF5sydi/vvuw9vbNuGHb/cgZbWVrzz9jv4/G9/AYcPHcbdd/8Q561Ygb6+PsyYMaMmk9ja2oremTPx/sH3Gw6QAWDnzp04cOAALrr4ooaBMf2Dzcx499130VIsYuasWeMCkgcHB/HTn9yD6zZf33A/4kZEyGBHZhCSJAluuuUWvPfeeyhGnt5PP/U0Xnv1FSxcuAiXbrwM7e3tNXXMwz0+GksfEBHmzp2Lm2+9Bd/59rdxx+/+7oit+zLyzWZ8EGIagF8FMBXAPQCuAtBBRN8G0AHgNgB9RPQVAL8GYC6AZ4joJ5y5gFm8fMvytyPxAI+8nCKFOjawTT2D6sFs9AoVVsRA14NnQG/5GceJODjADZ/M5+fb7DxAdNEm85ltinTI7ctLMgoFmGILCm3toEmdskwJtlwCn8Df3VbKMIUCbK7IanzsoV3xQCC89/0JZfwciwxlkeEwWbWrBXukQ4a8Hjkk7al7AwnDLOuS9jXLOQkgOWafE8SAOABl77UcwTVjUlgp9kGe5mY/6d5yvZSZQlU9YZQVROegIKs8woNknWTfomV3oNkiSC0kcY8VDGsFQAHQOflFIJEEDJKCYoHRVewxZ8dWme/ZA1/dTgyQAdE+M2d7RXXPkR7Za5WjZU8UeSb5dEosJgJTM7Geb0+QWH7eeVh5/vno7u7G5hs249lnnwWD8dGPfwydnZOw5aWX8PLLW9Dd1QVDhOefew5//3d/h3379lVti4iwePEitLa1joum5txl5+LNN7c3rAx1PoaGhvDtO7+N999/f1y239LSgs7JnXj+uecmhOZopEFE6Onpwbp16zArGjysWLkCl162ESYxnk0+cuQIHnn4Eby8ZQv6+vr8ce7ZvRvf/MY3cOzYMRw4cADPPvMM3nvvPV/hr1KpjKpPjDG49LLLYK3FIw8/POIqiRNJKtKM8Q9mPgjgbgADAC4D8DqAbwC4HsA6AP8A4CiA8wH0AvifAFbAMc3RhuAcImxFpBYl2LQMa8uwlRLSSgm2UnLsq3+fn5f7Li3DpmW3rrx3y7jl2O+rEs0vhxLVUslPv2exjqueJ8vFy6RptK1Utl1BOjiI8rGjGDp0EEOH3kelvx+mkKA4eQpapk5DobMTVKeIE1uu/9sSvbVnisnxhH6QgSBBCaDVdbzjLgsRGKaAt4Qmptx3vsoeQvKeq7KHqCy1lJwmB4CVtdTENC0uUoCUqwahQMZX6wtV+4BEWViVPBgdTFAEYBUAVj/s9/CZI0mFB8eh3DRbA2sNbCqvvux0ApsWYNOin9K0iDRtgbUtsDbMi5extugq9GnFPpby1bYo67XApm595gKsLUhFv8S/18/xZDlMriqgfKfHwQVotUBX/c8gtQYVNkiZULGECiNMgK+2p68Wbr4rRz3yEti6vE5jh8ejr6LXiDp+Y40mg5wLIsroNs9ftSpTnvimW27Bc888g2KxBTffcgva2ttx/fXXY9/+/Zg0aRLSNMWOHTvQ29uLSZMmAQBWX3DBuIAPIsKMGTNQKBSwd+9ezJ8/v+HbX7JkCVatWoUH7rsfH/7oR6oqII41jDG4cP163Puzn2FwcPC02r41Irq6utDV1YXzVpzn56ks491338Ws2bMxadIkHD16FH/+Z3+GXTt3YdMVV+DuH/wAy5Ytx3PPPYeNGzdiz549eGPbG5gzdw4233AD2tvbT+r6aWtrw0c/9jF88xvfwKLFi3HOOeeccP0mNP5ARhGOTCwC6AdwBMBkOEzSB+AYgB4Ag3BAWp/7g4g6AHxkWlfnFZXUgVaGY0UZJMyxc2RgS1GVuLzWlqJXcakA/Lz4vQsCbO7vqWdZ84PBiHmOEp2AWnrnaB+iVfXv1WfZP11zcot0cMAdV7GIpKUVLVOmgFOLyuBAToahUoVsZN03fItzh1DN/4lnBRipA8g6x8uGg6UaW3mkL9lchp0NnLd+g0JtEsCtDLMAatUei+ZWk/dYQLKrleZAWcJiISdMMiOWWujhkFTYSwLrCkCdI6ojZoiFQYaCY+Ns7ay6jER9Kau5QYecUlL5jzDFNRhkpuBs4SUaCEl/EDcLzwyzkes+6kktXEIM5kTWkxMdP6rLscfK2YZrgHPfsWfyvbuGLOO1yTUYZu33E0WekBkrZ+UkFqNN0mtKLM64WLBggS9GAgigLhQwa9YsAM5Lds/u3Xjg/vvR3dWNC9ZcgPNWrBi39iRJgosvvhgt41ShzhiDK666Elu3bvWMaKOju7sbN9x4I1pPcwXE8YpJkyZhU+TVTUR4//33vbvJ7l270Dl5Mq6/YTOeevJJPPTggxgYGMSnP/NpPPnkk3jh+edx6WWXIU1T71E9kliydCk2Xn45vvPtf8If/B9/OGF13s04PSEAdw+A1wCsBTAHDhS/DYd7FsHJKh4DsAHAAjitcgoAzNxPRN8qJMlcZnt7mpZlu0FH64Cs6pHFuQEKloWLNDpPsLeXWwBEiTYWsa6YjAkPnRUEeaiA2stljx2ZBD/oE5RY0mEy2/DtM0EWwYbAKYNsClsaQqU/QdLaikJ7B9AxCelAP2ylgkJ7B8r+6VGE4pilIqAAoBFrNiNgj6BFpoBjZVAgGMxSkC+Lv28AyATLrlZdgkgNS4wynOMFyeqOtRVwTKECn2qQCwauSp0ekUgttHwImAFjQaiAbQGe4tZ+iU8V5171uDmaLEn+pwwObA7UKekuxDwZIx7b7BJIM9ILtaCT5FJiENKMZRzlZBbuUgnnTxur1nVB3RMPlGR9sAD46FqIlvHzonLtfh8i7SC/DLypXh4wQ84djRDtxkcyFojq9jb6JL2xK6DHHk2AfBIxHLjQ79TCbMXKlTiwfz8WiNvEeLZpPPdBRCgUClizZg2AMMJsJNBSV4vYM/FsAnK1jmXhwoX4vX/1r/D2W29h2fLlePgXv8D9996H1157DbPnzMbBgwfRO3MmZsyYgb7jfXjvvffw0IMPYubMmbjo4osxderUYfehOucrrrgS2157HQ89+CCu37x52H6tVCool8sTYuTejFMSPQBuhwPFfwXgSjig/I8A2gF8FA48vwfgAQA3ALiHmb2ei5lt7/RuZluBtS5ZzDFuAnQFWBJc+WmIjIBssDmDuFhQ5GYRtLmViB0OCXZko/fk2OAqlpVilwNUfSfvMtvxAN3NqGofvDtH8Hp26NF4vW9lIEU6OOj0yh0dKHQkqAz0uwQ9ccNwlQL1cTJHf/sisDhsBMAUWGSRLkRlnNX+DTG7ask1WeQVDIYlAcoIpaeZCYky35GzhVuOYdhJLQzYSy5SMAqk2mQgJWWZ2TPJjv10UgtlkR1b7/bjHS2GOXJWJpmhBil+8kBTX9w4TAZA7r0xBFYvaiMFRYwyy0Zs/oJeWUGy0xhbuT6UWTbQhEBE7HFcNTBcg1zjY7Seap0zB8B+EJFh3COwrKx0zD97l5ARDrnGI050LodddwJILpsAucGhEo3p06dj+vTpp2y/+gd2PGzT4gTGLS+9hCVLl46L/dvBgwdRLpUwa/bshm97ooUxBvPnz8fcuXNhjMGvffaz2LJlC6659hosWrwYd333u/jrr30NhUIBH/nYxzB58mRcdfXVeGvHWzh86BCmTp2Kt99+G0eOHMHsWbMxbfo0L+XQICK0d7Tj9o98GF/9y7/E+eef7y3qakWaWgwNDY3bk4JmTKxg5rcB/EU06zvR+8NwmmONx2SqtSVYrsDaMoBsUpkDaZpgFjS1ysB6IIxqmYVuK4Bl8vNiQBwDZ/c54tHqDAgzbhh+keAoEW9XXw05MOws6jThUKoDinOHB8okJbXLJYAoAsTsq/qxFfs4fS+fFSQHQrG62EIW8lhtvSSWOQDpJBeuLUGH7P6Ok7LCwrAq0HWAWQAonBcyC8gmSeRTGQaDXHIfgIKA5oIyyexAcUHkLZYZaVSGmkAwpoLUFiIQJexqnNzGiABgzA7LPUkrkiuLHJO58aIWAnIBMoTUyOlKyEkgNAGSrGeWXUKnTlmJBQt4ZpVbRMww66vOU2kF4leba2AM6iOZBuUPKADo2CqvisFGVOxFroWRUE4KqTXGWljVaYlHafPWZJCb0ajYsWMH0koF5y5bNq7s6/sHD2L//v24+pprGl5EpL+vH48+8gg+9omPn7VyizhiucSChQv9kwBmxq/+2q/h0KFDmDRpEjo7O6He17H/NTPjjde34aEHHsC6Cy/E5Zs2+XOvmnciwrz583HlVVfhB9//Pn7zX3wOHZNq67wZjDRNfZLg2cTiN2N8wwHkijzSD0BWk808c6wSi5z22IHmGCBH6+YBNBDWBbLaYfkcR63ruOq+r3KKjK45C9ituHCoftqYBDAJjBRDIQXIRjWpJvs0hq0kCoZkwThRkPV7VkVv/D6wy1lwrIDIwvG9jkX22FIWiVlkYjhNeMQiW2GBVX+sMNZQBJoFVCugZjgQn0Rg2sKBCksONCs4dtZvKiHR4iGUZZHl+7iKnR8KRBgyAP2oC6Ipr2KBrg8AxgFpKVYIa10HkCEYk4CNAdm8k4Xok7UMtQJXVrAs80SXTGzdGEnPl77XzgcANuHkQNnmGg1m6X3RR/uTUFd6Aek7AZikrLyqmodDvNUSpVpPX04uRq9BbkosmtGwqJTL2LZtG85dtmzc9kFEuHDDBnzn2/+EvXv2Yvac2Q0FUXPnzUVnZydef+11rL5g9QcWoBERWltbva69XixatAiLFi1CuVxGf38/jDF466238PKWLVi/fgNmzZ7lQfg1116L//tP/xSPPPIwrt+8edgnDRPh0VYzzqBgBnMFlsvuHq2AWMsqc44N9g4NboAdg+bALOelFsr4Rr7BmXmRPrmG3Gg0N/q8Jlqr70GAsjUGZAryqF4e19vEL++TAMmBMtdXkZOGunOkzkHDphUwpwEkCx2qv8dsZn8eAUbP7eNH+IBntD2e4pDQpiBZ8KIww+G9egwbOJBLzAEcwwFvSw5+xQl7Bf0OCNZvAKxhWKuw1wqLrESLVrEzwh4HRtnLBQhBQSLHyjqp/jivQ477JIUH28wAWakUaABrAEoI0EI3CozZOPZY5A8KmgPLG9oKlqGGLyoCD5gBLR7Cnh2PreKCN3IMmLXhCcCJZ7UDswwE6QUQ6uox4Ic2yjbnOwSo/7vI1AwcdaiLxejWrQHXiWYA+DCAA3Dyr+sAPCPTdQAWA/geM1dbio0imgD5LAgiV9yjp6dn3Pc1efJkXHLpJXjvvXcxe05jpRBJkuCqa65Gf39/Q7d7NkYMAlpaWtDS0gJmxuzZs3HwwAE89NCD+NDtt3spTGtrKz716U/jr/7X/8Ky5cuxcOHCmgOQNE0xVCqdsuNoxtkRqa0gtc4HmbQGcU5u4QBzbFuWVrHLMZDOfheB4UwRnixojiOWho0mVEet8ooYJIcpjbSsukziwXW+DbGsIljTlWHTEtiWnX0dpw4oxyBZ2DQFlpBPw0aEJINKwc1TyQVzlkUWvwVhkkXRSiLBYPZwTeepFjmR3SXs3C8YjkXOeyM7wOyOwTIBZF0fSslnVwAkSBUggJIQA6bcceeJ1Lr9kSOVLTxwdYDZuXa44oY5oMwkEg1pnwDUuJiIk1iYDGD2ghTZj8ovAgOMCFxLW+L1Y2YdLE8lDPRJgivXHl0P7J4MsJbGjuUq8bFLT4Rrol6fnT4GOb8euR/TrwB4EMBuAP8SwP0AboRz21kJ4BEAtxLR33ADmJ4mQD5LonfmTMw4BQCZiHDeihXjplOdMmXKuBRU+SAEEaGtrQ3rN2zAmrVrUUgSHD9+HD/9yT3onNyJ2bNn4+JLLsE/f/e7+L1/9a9QzDmfTO2eik1XXoHeU3AdNePsCQY7YCcAWW+4RASwcRiTjWeT/fyMDMNk3ytzG0krMsx0tC4oArNRZB8q50FVnk/jqkUAAUogJ6/wALnggbBJChFYLkiilxRKUQba79IGGYV18grvE62ezpLsaDkFI5XKljnZRRV7nD1mPZaMFlm+9cl6gp39UCYCvNKrTmIBp2N2Egp42QULYFQ464Cy81LW1lnOscf+vUvYI6myZ0wFaSURRwfHgIbEN9F2Z1hVCPis3QsnhEWCP6GXqsej7FwxjILkHFBm9kyyK3SizG9gkxmh6p7DvIEFz7p1CCiPADNHXtCMYCXnwTdxho0lcmXaFYQGzXJ0rqscMnwXnJLQ4x/l2gRgOREdBfBLOJtJ9WE/COew8xIcQF4C577zLoCNcLaVY2Z6mgD5LAmfGX0KIkkSJEnitaqNTgxkZpRKJSRJUpV4NtYYHBzEc88+i4GBAZxzzrmYv2D+uCQ2ns4gIg9+Ozo6cPkVm/D2W29hz+49uOTSS7Hjl7/Eo488giuvuipz7DNnzcQdv/M7aGtr+8DKW5oxuggG/4pTSe7JgUXNyCuUKUYCD3pzRTE8q8wI68XSC9mmOv4GQC1t8o2LQXJe6yngJHs0/h2lQWLh2GstB53AmATWFCKQLOA4YpAzoJ0F4LB1cgqbSjGUIQHH5SCz4DTDJPu2j+BcxJA47LtaZqFgmWWA4dwocuA4ArzO95iRsoJkz/U6b2R5zK+OFqpj9uyxAOSU2a0PBY7W+yIHtwbHJns7tUi6EPS+CCC3xp8rZgZXAHEXBBX0lCirH8QIKu/1TK7qnG0AyuwTNhmxBtkh6jiZLmJ4Q4eHHSI3z4PIeDnOLufnyxOAnASDKJFNpVJTPEoUzF3TJxVjZZDHsrpbtwAHiA2cTUs/gG8C+HUA3XCe7QTgOID5smxMq48pmgD5LAhmxvY33kB/fz/WXXjhKdvvWzt2oFJJce6ycxsOqJ595llMmTIZ569a1dBtp5UKbGrR2tqKffv2Ye68ud7erK2tDcaYswocJkmCWbNmZfTMt3/4I/h//vIvcd6KFZg5c6Y/XmPMiMtSN6MZcViIBhmIJBbwrLF7G8sOVEqRBlAs7HJsB5d9pRqfdbuBRaaqu7ImhwlMztmoBVZOnSOyDgNxwiCRS84jSmDJwCQF2NSBYqNMsiTrBVZbETsjdq2wNvUluq0tI03LPtnRaZFTD5YdYM6XZkamnTVBEIeviRXvRMtqdT1isUqWCnoCQC0HBwSCk2OIlbLTIovtmybsGQHRDEhiXo5JZrWBE0cLYZFdsp54YIgO2WltyTHnareWOXcCGOv9uWbADjlgbFMAJYCKgCmyH7uwjgDkAGUc4c6VFQZZgbJ+b9xAybPGxCA2wb2Cgl9yKFcNGaAEdrkWMI4T/uAHAiFhUYTT0mYBwhFYdhIMPSP5a/nkFcVj1SADQYt90mu6g97KzI/qPCL6BYB/AXdg9wH43wHsAvAcgEsA/AaAXzDz8LXfRxhNgHyWxOuvvY7FSxaf0n22trXh5/f8FPPmzzvpSm8nioULF+Kn99yDpeec01BGc3BoCAODA96Fg4iwa+dO3P3DuzF9+nTceNON6Oru9sufDWA5fwxLli7B1ddeg7v+6Tv4l5//PNra205Ty5pxdgR7MOc+hYjhFekrG7mRk3+knpVXKDMsQFhfvbQiC5hjsJx9r2BYWxWARJhv/fvhtJI+iRABIBMZGKu644LTKfvqgNpGOHZP9+NBshUQXAklurmC1JZguRxkFuL6EJjAKDkr1z5bo/1VsFmZ49AlEc4MZ8sIOPaeyKQgOMwjAZMZSYaAwQSu+IgFpKCIAGRjYK11cg1ml+DHDEMWbFInGRDG2Nn5Ofs1wGYT50g9ismPQZRRpugQAcC0SEdYwJaBtB9AApgCQImyukruUmwjHYAyuT4gKbbC4qusPnne7s2/miCr0HPG7OhojkB0BHRj1jebBinXjJdgmGh7YRseKMcMtGiS3QHGjLK/IHJXS60raPRRx4Z8pGvXmnkPgIfh5BMVAB0ABpm5RET/HU5a0TfaPeajCZDPgqhUKujp7cGSpUtPKaCbNWsWenp68N677zbUPYOIMHvObEyfMR07frkDK1Y2rhLh5MmTcfToUTz5xBPYePnlUBu0T//qZ3D40CG0iL3cgQMHUCqV0NPTc9ZVoCsUCrjm2mvx5f/6f+OJJx7HVVdffVYdXzNOfVhUYFFN2nhQCxJA7CDYcKA345McM8c6X+UY0TN2d/lWW7XFlesy7yPGTl9Z7A9qZs8jSD6sNSAqZKQWDjAn8gQqZr6rI2iRRUYhr9aWvZ+05SC18MVEMkA52zqPAOtENVCGf1yv4Qvt6US+dxGXLnYscnC0cGBM9coC6Uht3xTuBW9kS4SEHWNtYb2ntTFlpLYVjgnVgZOwyMaCrAJjBxYDSBZml8Kh+YNOAFsCTCtACcEYBloArjiwjBJASTQRxwfugbKveCcAWtl4Ibvd4K8mWLZeT10to1D9MMsgQMF6LD+J6eta0ov4aYBF0Pvml0N21JDtqajD8otMrPsCu1H40WjW0ei7QQCDjdxfEyCfBVEoFHDZxo2nHOQkSYJrrrt2XLZNRCes/DaaaGlpweWbNuHRRx5BpVJBS0sLjDGYNm0apk2bBsDdVI8ePYqnn3wKnZM7sfmGG9DS0oI0Tf06QQ95ZsakSZPwsU98HN/9znewfPlyzJrdWMu+ZnywIjgu5ObLK/nCtw7okjKEUPWrjUC0EeYrZoez87XoSATh/D5V0sE5cKCf1S6NOQDirKUaVx1LDHqJDIwAZEMJrLLIVECwr4t10r4JElo9z7HI1rqEPLYVpJHEwnIFjIoA49rMsevRAuJiDDGIHgmDF8Nkl6wnbDD7s+J7WRP0RGDgPxMFBwxlmnUZ5VBTigqJxAl7XmaRgkwZbIsRQE7doEikF5wpDW0Aw6CEAmEqB6K5akkrkA44QIyCeLsTQEWACgykTn5hS6EzTIFBCUJ56ggwq4eyw6wU5MfKWvvldZ0sCPaeyB7oKgOsBnsKiGOgS+E7HdDFsgs/j7LJgJltxK/59/VjzBILGTCMdt3THU2AfAYHM+P48eMoFAqnTTva0eGKTpRKJRQKhYZpeInIb7tcLgPMKAowHWvMnDkTH/v4xwEow4Sq7S5ZsgSLFy9GpVLxCW+7du3CvT/9GVaefz4uufQSxNULz0RwuWLlSpy7bBnu+u538cU77vCSk2Y04+RC2U0FciFUVqHFIYgJDKc79mBXKDoPKDliij1ADuywB6vyPN1pmN3edK/ZtkUssVazQ2Bls+A5RQDKuSPx+0pgqRwYZAqJe6FSoPHHnrV6EzmHB+SOIbZIA1hmlVdUEFu9ZdhAH24/9gTVyupBlACOAxCO38dMsgEcGAZ77+SUHXGq5hjGnSSFhL7wSFxlLxEwZ6VPrLozECFJKkg5cQl6ZAVsSqofiS0gGZC8d7KHghT+EIAo7C6YQIZhWhwAThJIq0jIWgIbhjEAig6XcgrYCsAlOe7EAWmTCGNspA+UKbbKLpMH1CCIBANgI+efckBXQS5F82JWOAN0859rvGas/7IMtMsN1JHDiVjk/NcNuB+MchO1n5ac2mgC5DM0mBlDQ0P40Q9/iCuvvvq0AWQiZzr/6COPYOrUqVi7bl1Dtw0Ab27fjm3btuHW225riKuFtvndd991Eotc+eWQ/ENoaWkB4Pp77ty5+NjHP4aBQfcU55dvvomXXnoJ5557Lpafd55f9kwIPcYbb7oJf/7lL+ORhx/GFVdcKbZW2WU06tlKxv3VjA9qMGqVlA03uRi8ZgGzgl0PKOGcK/KA2b/PsLOBIq0vaYiYYw9Mg2WaWqiFKm8BMMdBrC4b0atIK8LnMB96ZDV+Rxk2208ClrkCraLn7N5cud5MRT0Jg4KXtmQABdWBPlFTqlzHSFscAWVJKMvrk70WmQhWpBY+YY85+CIDUuMvrrInkgtAgLIDiymnjsFNSkgrbQBEamFSkJXBEAWg7Bh8C2ssyBhwAnc9xWidCabI4BRIB4Gk6jYZdBlE7KrqSd0SBcw86OqLmASggmOYNVnPM8sClt24jzISDK9X9qxynj2Okvk453yBaF5eYpHRIEfa5owGmeVakHOaYZYzV+X4ELb1rsMRrnu6owmQo1B7scHBQRSLRe9qMBGDmfHUk0+ip7cXM2fOPN3Nwfnnn48ffP/7WLRoMaZOm9rQbS9esgQvvPACXtm6FasvuKBhQKxYKOLuH/4AH/nYxzBjxoxht0tESJIEU6dNw1QIYJ43D0SEl19+GZ2dk7F4yWIMDg6iXC778tATOYgIU6dOxac+/Wn8j7/4Cv75rrtQLBZd4ZHWVrS2tPrrn4gwMNCPSsXdjMvloDedObMXv/9v/s1pOYZmnP5Qzir+VB3CombuehTNN57V0/+VHQUiYAw4BpEBFZ+S8Jvh56ZvlK1VFlmBcFoDECv7nREcyLZVo5z6zTqZiPNsqALIHsBnGeSqfssw2do+ZZTz3sd5+QrBSSts9cAkQ6Szf8/xZyCSX8Q8cu1JBQCkzCwYRogGFiBtWEGy25KR7woISXpMgJVMNwYCk2wcqE2tq67HhRJspVXYY5VaGJBJ/XnxOnZLMIlrqStYKMeTKh9LSFoZlQGnOzbFUHhZz2etwb96IcckrS2JM0YCUNExy+5UUyB+iX0pby/BMMo0R6wyZ4uKOGkF/OdaYNmDXh3VSMqkgmJfta+WDCNceDXAJyt3nZs7tnvYmJL0JsDt8wMLkNM0xa6dO7F//36USmVsuGgDkiTBK1u34rFHH0Wx2IIbbroRixYtQlpJsWvXTgBAV3c32tvbUSgUqv7wWWtx9OhRTJ48GUmS1NrtmIKZUS6XwcwoFotYsHAhZs6cOS77OpkgIvTOnIlVq1dj37696J7a3VBw2Nraiuuuux5PPPEEli8/D61trWPeJhFh1uxZWH3BBXjm6adxw403nlQ/EhHa29ux9JxzsGTpUj9/7969+NEP78bSpUtx1dVXoW2C26YREZafdx7+w//1H1EqleTJRAlpWiPhKvOoOESSfGD/jDTDR/yYN44sWM2D5/Ag3/rPpA+EWXnMCBx7AB3YZw9CBRz5vz0Zppaz4DgquKEA26AQQKRk/LOKWdklBZIwpAALc1vxIF0Bs5d9eGY7hppxf2kzrWxP5R7aNitLxcyxA8YE42QZqNQEEqz/1wDGVU2JwHEcqgzQQQLksxCz3sFClwtSC60fF1hlLUPNzCgQPGBWKzhtL5Pz4jCmAjbGWb9R6oC5MaL3defYELny1yJvMCgA7LbrrSjUrhiiRx6EY5op4MyqjuPsR983ahItWJYHXbVAI3pmMgBpoRHiYBlnyCsl/FjEdy7pqCP6MmpEhjXWMtdRQ71eWVtq/LLKTgdh9nCD2Do875gkFjGQPzNj1Hc2fcSfJAmKxSKOHT2Kd959F2BGb+9MzOiZ4Zez1mmJYjYqvsmON9PGzEjTFP39/di9ezemT5+Ojo4ObNmyBR0dHViwYIFvw9p163DBmjUol8tee2rZYu/evXhz+5vo7+9H99Ru3HDDDUjkcX+xWIQxBrt27cLPH3wIH/34x9Da2oo9u3ejv38Ac+fNRXt7OyqVCgYHBlBsaUFra+sJjzvuo6GhIezcuRNPPv4E1q5bixUrV2LhwoXj1GMnH0SESy69dNy23dPbg5tuvqmhhUOICBddfDGGhoZgjPhHjuJajNdZsGABPvNrv4q3duzwf3LSNEW5XPYJgRMtkiRBT28vgNpMSjOaceKI/p4LgKu3nAetAIKnP0Xf59fIAsxMKWtleaOkvixZpsA7BsWuDIaBq97mvHgrDsxRSJDKYwOHQxz4NZyAWISpwgQrYI6BuwMxVNUfMYPJHgjH0o48iFFg7DTcKUp1gUcA+aEZeiyuaQEoKeF6Ihzk8JwfuvhhTMwi++ENsYdpWnEvgQLnkLSnDLJbzoFFNoyytSCkSJISUjZejwxUnIMGkWNtZRgCAFaBc1JwSYaB7hZbNoIpMGxRGOC2DPTV7ggEbb5P8/2RAEgcPrUlODcMkV9oQRKIh7JH6CZ2wGB9AOIBvhuBIMsqRwM80hFKPM9nDLp1gsRCKhFG2/FaZP/AIHeNUYDpuaHBmGK0GHsiGGiMCm0wM3bs2IEH738A115/HRYvXozDh4/gze3bwcwYGBj0AHnXrl148vEnUEkrWLtuHZYtW4a+vj5seekl9PX1Ydq06Vh9wWrP3tUDKSMFLrVu8Gma4umnnsL27dvROakTV1x1Jdrb23HjTTdlQLuGVorTKBQKuHD9eqxdtw6VchnlSgUtra14/rnnsW3b61iwYAEuvewyPPzzX2Dbtm147NFHMW3aNPzioZ+jZ2Yv0sdSfOjDt+O+e+/F+++/j0KhgFtvvRUzo+INcZTLZbz77rs49P4hdE/txpIlS/DKK6/glZe34uJLLvaM5UR7hK8g01rb8MQ11QOXy2UcPnwY3d3daISTRJIkaGtrw66dO9HT04tiy9gs3YgI3d3dGS32kSNH8KO778bixUtw0cUXeReMiRgTtV3NODNCQZxFObCv0bcqoQjvC+4WXPNuqIBR3yvYdZ8Ukvltcy1QrtvQh/LGgTKySKnkAbECRbep2gDZEXKuHVY8n8m6/RpOHE/qkaj/T9qQ1oD+8ZbjPgKCvEThCoMprZuMl2l/hjmOtq/HVWfvtVqngFfZYiBHfkYssrKkRlhkD5Q5VOZTp4uCss3kHEwcW2xFhsEowyXtqR45lFFO3Xm0ItUwel5JHDcIQBJy4hQNCkhOWhiVCsAVB2jzB+77Iu6M7OkJXUyQ5EB4Mrcy6OaZFgeWPUgmBKCsgNj/FDgs4yl5CjvOaYqZ8tILqtYpe4kF/HJui7qv/FlnPyu+bvh0VtKbADEqgDw4OIj7770PV119NebPnw8AmDd/HubNd8lOMUidMWMGNm66HJVKBV1dXQBcnxUKBUyePBmTJ08GEcFai8cefRQ7dryFlpYiNmzYgKXnnIODBw5iz57d6OzshLUWc+fNQ2tr7UfsDpwP4Jdvvol9+/bhyOHDuH7zZnROnozVF1yAtevWeRZPNaUjCQVixhgUCgW0yb7WrluLc5edC5taWGtRLpdx3fXXYevWrZjU0YGrrrkGq1avwj/+/d/jpRdfxPvvv4/PfOYzeP655/HUU0/hQ7ffjjRN8cJzz2PP3j3o7Z2J9RvWo7+/Hzt++UukaYqZM3tBRFi9ejVWr15dU9oxkaJUKuF7d92Fa6+/Hj09PQ3fflqp4Ed3343zV63C2rVrG9YXO3bswJYtW3D95s1jZqnzberu7sbNt9yCd95+B+VS6YxK5mtGM04mCMaxmzXhVgx4lUGU9fxPJmaA84A6WMUZ2UA2ma6adYUHxQ5gprCAsfJZF4vfI9hS1fjT4uWbileM031aTuHdEVQaorrpKBExz3AHTlY3Cqju2CJi/2r0ZlVQZsO5Y2PExDZ7ZDuSDUebJXGKiHch80Iin7N/c6XQnNQi8eBcGGRxsnBHqzpkB5LdPIuUCGRSmGQINm2VBD3AGNIUT8AisMpebkEwiYGNryliUfE4PXI66FwtMlHvUqqij2W29J/icPVSZitSjgJgWpxOGSoBUkBsEfkmI2KTI1Y5BszMwSJOae6RJvWxnv8IMPsBhJ5L9ldfzYMdS0xcuHLCGBUSKBQK2HzDZsxfsMCDzBgUxO/b2towe/bszPodkyZhw0UXZeYxMy659FKsWbsWfX196BDtJrPFwMAA0koFx4/3YeasWWhtbcU777yDh3/xC5RLJWy46CKsWr0agANoAwMDmD59Os47bwU6Jk0CEaGzs3M0h1o3lNFUsGOtxYUb1uP1V1/DFVdciePHj+Hpp54Es0WpVEJvby9e2boVR48dw+Ejh1EsOPmGIUL3tKlICgl6pexvd3c3rt+8ObM/lXtM9CgWi5g+YwZee+VVzLhy+MS30URrWxuuv/56/OAHP0Bvb2+VA8VowhiDDRddhK//v3+Nt3bswNJzzmlou40xmDFjBmbMcE9VBvr78eijj2LRokWYO29eQysFNqMZpy9ieq3+IlVgj3KwOVrXY5R4exx4VorQimqJw5rC3PrCEhEzTDFgzDLINTW7mSfOFCjGCER5y0i/qg3kbW6TusPAntdOkjrp0P7NHGv8WgtEh8aNCIhnd+dfq5hlgkggGJalDDXpmXGJehaxBhleclFApP9OAMDApi1wSXsVt20iWOMOjkwYPlkLwBTcwAiqbpdzZpxmmCvOzs0UQq9XscfROc1E5lrQA4fXGPvkvoqr2mdbgreys6ZTzCt64gwYhj9PMWh2G2UPlrOjtMAa5wuJZDTLVeuhBpOcO8ixMMijGIBVrX+aY9QAeeGiRQ1tSAw4J0+e7OfP6OnBjBpM5MyZM3HVVVeBmX2BBwDo6urKgO9TBTyICOeffz7OP/98AA6ol8sV7Nu3DzfedBNmz56NvXv24Ed3343Ozk7cfPMtbj1jsDRK8jrTg4iwZu1a3H/vfSiVSnXZ/rFsf9bs2dh8ww04euQI0ACADLhEwLXr1mLry1ux9JxzGrLNetHS2ore3l488sgjMET48Ec/6p+uNKMZZ23kwXENsBaAajUwie/V3ithBIiuiimOATKyjHEGD9S5dbDYiHnckWtHMAlgv0EOu8iwkzEs9WRfzag1ssgvEg0z6hxzzB4zsoBZhxRZHD8ce+2QcJaMDiwyENTjibDFzHAgmR0Y9ioHdvtSCzgGIj0yYJKy0zNzAc4fOXXyCkvOFcIaqP2bY5i1A0zQJIO8cbNpYVT6EBBQDfbYlyAfhklWoBuzvWpgQoL8uQykqlFuYQSDE4J/FOKBMXmgnWWUOcwDBes4Pe/sBhSktm4ZZjk6u5kkv+jg4mX9AMCbw406WJjrUa07AZL7RgWQDx8+jOPHjmGeyCsaHSMBta2trVX7P50sXH7fLS0t2HTFpoym+sqrr8Zll1/uNc5nI2tIRJg+fTpuuvnmcWO9iQiLFy+GFuqI548lNGFvvMMYg9UXXIAVK1fi0KFDaG1pgbUW7733Hnp7etDa1gbg9F7PzWjGmGJYOjRiiT3jGa9Yg7gaNiGtzl7yYDdiimOQGDNdw8kr8s1nvzEgwygTPLCgmIH0YFp3lgX5WZY834ATQ5XsKgFQxQOCLKMcAHMNfBjw4LDAPYTuSk+95p0B5JPMDDEskwfJamKXkAO18b6t6GgrTnABk5RgK8bBb2MBm8J5IadOj0wEYyysTaPENwAw3ttYW0gF10BXn6TGYCwGx5nOyHaxl1noe8NASpmiIaYoAwBhlJG4eaagF0RglavF3uF8ERC0y95fWUG1LhQDXZsDy8gdTHiv9nTZgwsDvFHHWFnk0xyjAsi7du7E3r17xw0gnw1Rq3gCETWcUZ2IYYxB99Tucd2H6s0GBwdx7OjRmk8ZTnZ7hUIBg4ODmSTA8QjdbrFYRK+4R1hr8eb27bj7hz/E8mXLcc111zYBcjPOyKBI0RgHhwXqvObWyifL1Vtu+MZE28iDYq7adp61ij9R9CYPgMPT6yz4zWARit5G88Pn6Pce63wzADraSNVx5hhkBVcZsMxZkBw1j4Xh9V4anHW3BoBakgPXLPKdoAly6npByBo6JLKSmOJBbeFihwvLjAK5+RYMZgtDBGgREeLAJItWGSDvP2wMibMFxALOhGLdskxSZKQVIIlSQmJAnAHHOcJVD1yP1WvpLeRIKHMOYAAqynalaIk1EVDWoiOI1pHrPDDKFBUegQfo5Jc3XpoRGhaP5mJ2OZx1gP3piy9Yiq7z0QZjDBh7Atz+RgWQi8Uijh8/PmpbrGZ8MGL//v0oFovo6uoat+ukv78fP/nxT3D7Rz7ckP28f/AgXnppC26+5eZT6i9tjMFVV1+N1RdcgL179gIA+vv6MDA4iO7u7jO2nHUzmjFcVAFXIMP0ZphfnYdqIIvc93778bwca8w6D3lebXj4HcsHPLMnYILywDhuRECZWaoVNdaNjyODZE/AcOcHEZTrYw+28uwxe0aXGRkgqLgpD5ZrhYHzmVCARawuGGILBxIrMudq4UwgHKPsylBLfUOK7eAck2xhQSYFmQrYFjxIdrpkB5SdLhkCgkkz+KQMNcGwA6ZggFoADEX9reckf+7i/siTrLKOB7FeCC2DBRI5RBr2QQU5TRZIh5xNHBUYpgCnXTZyjUWDuwB64R05AjDWZeS60uOGH7XJIcboX6+Jqgs11wljvOfE7T7JOGNt3qZNn+4cCpqeqc0YJt7Ytg0D/QO49vrrxm0f3d3dWLZsGX7+0EO45dZbxyzrmNHTg2NHj6Dv+HFMOcW6YGMMpk+fjunTpwMAjh47hvvvvRdd3VNx402ukElsocfM2LdvHzo7OzFJklGb0YzTF/FN9eTuDRlwnAfGMcjTz7qbaL1MxERrjC9zgNhrbDkPkmuTtCTf+vek84U3jwCzLkk5hOm0xpTZma6bBceyjNdgYGR4JQJWASTVAsdZgjQuRxLP04ZWY0TOfc7s3r8XAtXvjzgwylqC2jCQgGEpzEvgmGRn+OCYZGKGMRWk1gl8XSlqK6WoLdiXpU7930MWJEkmgVgEu3y9hEAJOyWCqXHFxqxxbtAQL6MGFb6rKZwq1avHcgmKOsW0uE7m1OmUYeCS+QrqfgEvo9BzSMoI+/NJmW2y6MIZ8FX+yPdD/iza6GN0gerMMUsseAybOP34clQAefr06Zh6ySWgCVj0oBkTJ84591zc/YMfojQ05HW1jQ5jDNZduA4PPfQQ+vv7x5zs1t7ejss3bUK5Ul1J7lREXK1u5syZ+NgnPoH3D74PYwx279qNn//8IXR3d2PTpk1o7+jAj+/+Ed579138f/5//6d3VKkl72lGM05FMFK44sKl4QGdx4d5izUEcByzxRmQxzVBcpUGF9VwIAbFil0ywHgEpA8JCoqa4vWbwcVYDykGzTFqD6BX8Y4elD8MjkBztP5whFzG+zgHjPMDDu0HC+cywXL8tQYOVtuTbXp13+h/irWERVbZgRYXAaukwhURiYGxY7IdMHbaZCAFwzAjJQYZC2PKsFZdLQQMUxr6WWUXlmBMCmvdPGMMrFS8g2GYois/rSfshEO7Gl/GlzmLrEMlwTqAih0rWBlsWUldL1CQazKFq9IHActFgIwk9wHCDus5Rfg9kB5X3CB5UVkGKEgnouuYIzbZy4b0GhhDjGX9M5ZBPhkP4WZ8cGP69OmYOWsmDh8+XLcoSiOipbUV11x7bUOq7BER5i9Y0IBWjb0dgAPsc+fNBTOjp7cHV151FXa+9x4Gh4YwecoUdHR0YO68ufjR3Xdj185daG1txc233OI9yZvRjFMTyq2mMEjgHqDbLHoAsuiu6gYYs2JZBrQW+4noBh5eo3nRrmz8PSOzXrVcuPq2Hle+0yMlhENwDlzB1Vjlr444FGCLnCwDCPSjHisCOVglEtb1h0MdMQaPBx4ZwByS8iwiaUV+4MC1+0ff12sGSUtD1T0FyvCV9zy2I2fPZmRfBgxDTnahNTgMK4hmWEGgZNLQsFiLDALIOkcHONDsQKErPMLkEvbIOjBrik7moAmFfjBRhy2uGcouR+c1PqVOMhGGbJS6BYMcI3QcEUCFMIbiFLCD0leJ+44SB5ZZmGE/GjOAZgvqNabFW+LfYZXPMhBdh5nh4thRaryPMzBGjSistdizezemTZ+OtnFiB5txZkeSJLju+usbWh66VqhFYJqmGBwcHFEZ7xPF8ePH0SIlwSdC6DHOmzcP8+bNg7UWr2zdisHBARiTYOd7O/HZ3/h1bN3yMp566kkUigU8/9xzaGtrw7oLLxzXpMNmNMOFuxNbVIRFLmPEHFJ0I81UzyP4G38MmoMcgHNMcDVAzoLhwCxnwHWumflW+xK9CBg/wp+eHc3MEzRsIqAIBNDsgTZltwdh+OpqkjONzH8RsevR1/kBhQfECo6FHbbC3maYduT6MN5bjdNbhTHJNyuaQoU+A5FTwAFoggPMXqNMBMMOOBNJOp+xMFwO3shkAS+vEMAsiJPhvndSBOtAsgHIkJSFZg9wsyeiTsSdEK/D4VrKMMg24EyHX1n6g8K5IY9tMx0Z65XZSplsCFgusrdHzgy0Yt89/S7b+fBFQ8JIJTp5VTB/bDFau7YJcLsatUaCmfH888/78tLNaEataG1t9SWoxzuOHTuGn93zUwwMDIx5f69s3Yqnn3pqwl7bzIz33nsPra1t2HTFJiRJgqGhIQyVhtDf349vf+tOtBRbsGf3bnzvrn+esMfRjLMtCBAXWoMaTxmHuQw93ouZPLmZs77CFW22YKTMqMhU1lfLqFh5lfllG03RsjqlzKigel5mQnjvvkeYAP99WFe/j/bhtwO/LauvclxakNp5ArvkNDZhsn5yDGT8nZuQ/U63EYHdFG6/VtpuBRynHEBxkFwo6Avscv40nugvSwDEEZtM8AyxyylzCXYKlo3MI51PgVEmqb1HpiJAGFDPX5+0Z6y4XMiyFE/sZQ3OzcIxtdou3+iRBNeeMm4YzsvOgdzoO7bsJhmlsE6yTLwe4ECxaQFIbOPSQWcblw4AaZnBqWwv3paV/aQMmwI2dcfKqXzn57l1M+2whDGXmq7fRSecRjy4HscYNUA2xuDSyy7DM08/g4MHDzZvwM2oGWma4tlnnkF/f/+472vKlClo72jHc88+N+brceGiRdjy0haUSqUGta6xYYzB5htuwK98+lNYvGQJ1qxdg29/60688847WL9+PUqlIVxy2aXYuGkTdu3c6T2jm7/TZoxPZJ7XCoucQMsvZ5erFcp85tjjXEKZFYBZ8eATKDMCSIb7HCYHfsseAKPmlDJQQZjS/BQBYvXujYF6FiwjAtRhnkUAzSk4s79KtH7Fg+XQlhgrxQC61hT+ZdfzAJz1c0iCU3DsXSxidjmz3wi8DPenxNOT+SsjsOceLCPUQCT555lkBEmtA9PBxozAIFMBVOOs4JfEUVnBMrkeoPizAuSEYFoJnIYGKnAOBT2GOU6NbOdUg+R6nwEBzhwS+uotpycCObAMJ8Oo9IsrhgJluVg9GLYM6PyU/XwPimPgLJ/HjFHHgq8nAIM86mffRIRp06Zh/Yb1eP/gQZ9534xmxGGMwb69+wAQLrr4ohMuP9Z9rd+wAVtfftm7PYwmiAg9PT1YuGghhoaGJozMIg71gdbYePnluHD9ep8bMHfuPPzzd7+Lvr4+rF6zBi+//DLe3L4d569ahcWLF6NYLDYlF81oSCjoCXc0hVAWBkWkcIPMzCNkRvYGGL3naFM+Uc+D0QCSVQ7gfHMDqMvgFObMPZ5zr8MdU8338ig7TzSSPLJ2eD48ribUqjTnGhAS+6J9sPy2o1ZWyTYy+6aaOELPQOZ4M/grZ+sGrgLD1m+M45c8Dhw21BNbNchay8LhZycjiYGyyiqc9CL2UVbA7Nhvl/zIzvbNWjAbJ79gK/pa1SCTZ5RhjYBktyyMq3pnCk7KYNMYFIeGepcKlSwMF/p9LLlA9pehFsXap/E5rbLO1aco0Yby1yYlAItGxZYBlBxwNqpXFureyz6AnH9yNOnJ9Wx6AwiVM/g2M2Zx6IqVKxvRjmacpWGMwfLzluOZp5/GugvXjbseeerUqdh4+eWjBscaxhhcv3nzuLe3UWGMQUdHBwD3R/bDH/kIXn31FbS0tODcZctQqVTQ39eHxx55BH3Hj2PdhRd6NrkJlJvRuAjXEsOCUAAhAXOaQwnRa+3VAzigrD5WWVjHfOa0szkSrh7ReULys0bTQPCALr9cSMQDVK+cB8aQ77zck2sdckBh1cxrvo0jQWwh8gmKVt6o5tjLKhC5WqAWe6zbC6/1Cohw5nOk0yZNzAs+yVIjDwTVHkfJeswhaY8CSAYcSObUIUQHkh17TOyS8iAyC8ceG5fARwSmxGuRk1ZXetq0SsPFaQIKKt1mqnt7JIBZAG69sSFHM53BR3ajvvKigm65GOL+JcBbxCn7WykDJonKW2smogfL0QUYfRdfdGN94KgSn9GtO7Z9NyLGdPeP3SzK5TLK5TLa29ubN9xmZGLmrFmopCnK5fIpSdgzxsBa69+PdjstLS2oVCqoVCpnFONKROiY1IH1GzZk5l962WW45NJL/R/gvXv34sUXXsD5q1Zh5syZKBQKZ8wxNmOihUIZZS3d/xYpDIq+GhoAfwOuD+8ieQUi0AYBwhE4djraAOisoI0TAeR64dnC/HyQ95aNDsGv45nQ/Dp+HkfLxsvES7vlKNpJHiTHjatK7jtBOCCr7/X8IBpU5PXHUZJehj0OHVGvb+uf21AwJM0NBBSnZSQYUIaZMn2syXquH5wIxbG8wiAzAWQEGBPA7lkDkStPDWKQcWiTEiApEtLE6XQpceeIjUOIyrR6Z4gR9rePGBHXAMxxh2UGFH5e6Gz/97keUBZGOq7aV+mHd8AwxXA8XhTuWeN4REdZi8HRRv5HcbLrnuZomJHxgQMH8M933YWhoaFGbbIZZ0l0dnbiox/72CmVKryx7Q1s27ZtzJrbd995B488/PAZp91VCUZ+Msb4QW13dzc62jtw9w9+iGeefiajUz7TjrcZpzdiSBO/d7f3FAYFv9RI73wMRNrjCMABmSQ4G79H0AP7JDQE/W08xfpcP3F2Ug2oJtPpPjITo0qDbON14v3Gy7JojxE0zU6b7KasxlomRBrpKPmvZmJhbrJc3eYgUxHJRQ4cZwE0Mv97Bjn6WxHPr32dhNNPCBWW40FArHIw8o3TH2vCXhh0OEaexfbN+M8O7AXmOGiRo0S+SEJBBaDQQeBKxMY6jO2F0Pq+pjQhPw0X+Q7KdGZ4n9Ef69c1tMqa2IfoevVj0QKQtLm2cxlI+6TMdQVBk6z7ySX2+YthDMFjnE53NAwg9/T0YMaMGXj6qadQqVSaN9hm+CAiTJo0acyyh5OJ7u4uPP7YY2MesE2fMQO/fPNN7N2796y6pokIra2t2HTlFfgX//JzWLNmDYgI+/btw8MPP4xDhw6dVcfbjPEMhzIkvQpSPNgDZamB5kCyv/vlqNq6z1MFkHHEHnM1WFYtcjZRLoDUPPC1nHWS8Kx0vG70GifIeXDp56sLRQTMY8AcA/YawLUizhtVSYOMjLOGOnLknTuyy9dJMownjo8ruFNoTlb9KeeTjJGDGAW8w4WzcQsSgACS5XtEQJpUYqGfszX//PcUgeick4XTJgu7agimCCStrqIdUZhPolXOgOQ8UD7ZyIPf4UBzjXX9a6R/yScCxt9rUp9pcQA4HQAqA0DqgXIErOPEvbEC5GgAdrLTRLj/NAyxJEmCK668Ent278HLW15u1GabcRYEM2NgYACDg4On5KInIvTOnInurm5sf+ONMe1z8uTJuPSyy/DYo4+iXC43sJWnP5RVbmtrQ8ckp19ub29HuVTG333zb/HSiy/CWnuCrTSjGdUMsqZUkcAaRgXkgXMUIxAa5nGE18jGYNkTXg7scgR6Rzrln6DYGlMMngPQRmhPdINXJrkKNNeY8mA4zwrX+xyvF9vR1WOUsywyZ8A+A9l+i0BcjNfqgeN6mC5TZCVijMN7KZXsr6LY1SIwx7EMI2zQOhAsANiha2lJBJL9Z3KoMQOWI0eLQjvBJC7ZTRlk75lskJmQ/zxaRjnuwBrzat2+Mk/5cmBY2WPPJsdAmlxxFOOKrsIqUK5lE9eQW/XpB7ljiYYJQokI7e3tuPLqq7Bv795GbbYZZ0m8+OKLKCRJlS52vIKIsHbdOgwMDIx5OytWrsTMmTNBRF7bfLZqdSdPnoxrr7sWa9etxaD03eDgII4fO4buqVORJMlZe+zNGH0QDIzUwnWP59nLG7WqnnO1KCDlNOgmBc94vaPcxPORB2dAltENIDcH5rh6G8jtguN5dS5tj3NYOcrq7TidbLxOLqHvJB69Vy8a6ZlZ9+c+ZCQK0n8jlbIwAO9xHM3TfgSCvAWcgzucc8kYcWiyHmXaHwPgfPVBQPuXw5FlNLIMUArYIrx8gsXpgh1bzCwJe0RwIJncfEOgRM5dgVCYBJSPOT2yyVh5hyqAzNKGCIxmctFO1CF0YkY9s606y3rXi9zFrSBZr4VMN0lHmwJceeuKs4mzxkkyTEF8oi1O9sTWbPpoKZaJAK0bmjFFROjt7UVPT08jN9uMsyAKSYI9u/ec0n0uWryoIYx1kiSY0dOD7W9sR7lcwoqVK6vteM6CiI9n2rRpft7+/fvxj3//91iwYAFuuuUWdHV11VynGR/cCPIKBMYu87wX/tVV2atAgRLrV/5m7oBQPUCri8dQNZ84FpNrtaIOWVe36Fe+LRTPV01t9LcmLylwWLbakq1e+6p/VdVgO5/sF6rz6Tyuh6tqtiEPjMPZC+A4P+XX99scAUDMDwgo97UhgDhboTBjDRe3RNhh9puWeawuCjHDbMQOzoSS1MY5WgDOXaMwiRxIBpzUQhtl5SJVfW4SgeOoUzIDvvxxowY4Ho5pPsFJzNyL8hcqV+Nr/b0pUCaxuWPrwHJacsdlimNnkePf4snGRHh22XBLAWXXSqUSrLXNMtTN8Brk48ePndJ9Aq5QSey2MpaY0TMDP/je9zA0NIQ1a9ee1eAwPra5c+fii3fcgffefRcAYK3Fu+++i8mdnZg2ffpZ3Q9ncxDRZABrAfQDeBPA+XD30i0AyvLdfgDbAcwBsBTAFmY+VGNjiHlLAgkwscK2ORbZwsIgQapVCCIqVl0ivF8uBCzXgJE1QRmyN9X64Lj6mwzgHTa0NaHheVDtwXEVI1x/63VwVPV2IRvnLKZy850VmspWMt9pm+rtm6v7lJFliDNTDvXUG3DUOqbwZEHc1KK+0nl+nQgkx5ILqqKzAa2mF2YrSLZuq94CTsFy7HhBoET2nBBMkVHsJFT6GbYiRTmE9WV2beAaIwodE3qmfyQDhfi13vcniLogGdlZ8XXJEUiWcYMbJLAw0Gn1dk42VIM82nVPd4yb59bRo0fx+GOP4cabbkJLS8t47aZulMtl7Nq1CwMDA5g8eTLmzp0LtowDBw6gVBqCZUZ3dzc6OzvBzOjr60O5XEZiDFpaW9He3n5K2snMGBoaQpqmGR/bs+0x/oKFC9Eux3cq47nnnsO0adOwdOnSMfUnEWHq1Km46eab8fOf/xzz5s1DT29vA1s6ccMYg66uLs8cp2mKvXv24O6nnsaChQtw5VVXoaur66y6Xj8gMQnuHrAJwBIAKwD8BA5nXg1ghrz+PwB+DQ5Ef4SIvsnMmdsnwTj7LIE+7lE0eaDsLd7kdmlQgEXZ3QSFFXRAKULKLI/Ua1xWVYxY/LkaO9UExdnv628vu8/aW67F0MVr5pN98lBuuMgOPdza+k63q0DScaSh+IZuQQHbcL/QLBiOYGaePY6QSy0MWKv/ax0Ta8Mj2YRqkV2xkGh+tJ5OhpwrSNw6olA0BAiAWFEfieUbiKKiIjKkM+56dXBa/JkTQjrESAeFSU4iUCnXaK5zMgA007EniviJwyj+lFY91Yz3r9g5eu+7PgeUQe44T6rt9doEHjXQHenvYzxj3ADylMlT8P7B9/HO2+9g6TljAycjCWb2rHV7ezsGBwfxystbkdoUCxcuwty5c2HZ4s03t2P//v0AA6tWr0JnZyfSNMXLW7Zg967dqFTKmDV7Nq686iowM97cvh0vvvgipk6dhnnz5mLJkiUgYzAwMIAkSTLTaNv9w+//AB0dHbjhxhuwdetWvLJ1KxYuWoSLLr4Yxhj09fVlnCDORCDS0dGBhQsXnvK2F5ICXt6yBYsXL24Ii9w7cyY++rGPZRhqAGfseRlNGGNw8SWX4PxVq/Daq682rR3P0GDmPUS0D8AiuFthNxyLvF3m/QDANQDWwIHmnwK4A0ARQErugp80o3tSOyKJhaucpgAlZj31+xSEBMTO2CxokCkAjByreKJp2OM8AXM73G24noY5H5m2UHa+O+IaOx5hsGzIM+nRug4Qu70YxHpd+AITcXGObPOysH44oFsTCOfmnUjW4veqLGzUCt++OvOdD3XEIvuNxSdIAXICrQtIsdxHvZNFakFejEuAFUW0SUJhDoilnHFyg0o/w5bce++VzOE1C5ilXRbIX6C1AGOjbh11pX/avhg/y+cYKLu+RujkMQPkpga5ZhRbirj+hs24/777MX/B/HH3wC2VSrjru9/FsmXLsH7DBnR2duKGm27MMLF6Y89XECsUCrj4kktgra26wObMnQtjErz//vs4euwYUmvRd/QYfnrPPRgqDcFaxqpVq1wZZWb09fejra3NAyb3KMbtTzNPM2CKgUpawe7du7F9+3Y899xzuPa66/DUk0+h5YUX0He8D6+++goKhSLWrluLDReNb7nm8Yz+/n60tbYhKYwdqI40zjn3HDz7zNPo7+/H5MmTx7w9IkKxWPSf39i2Ddu3b8f1mzejtbX1AwGS9RgnTZp0ypIumzFucTGAdgDfBfAzOFnF7cjeTvU2n79ltgG4IbW8xt9p/UrCImv5Xzi9p5YlC1X2rPi6OubY4x2W9YXd8o4HVXfN4e/i9cBxLXKvpltAva3kZmTMOE7A1NbZRNX+M6A2AxzJ94c7SQ7J6gkL5bCzZZy179hvJxqBRF/k+2YkzPGIwbFfJnveQpW9oDmOq+qF45LS0zoPenYEqcaZZTFyVVAsCXtg4+cxi0+8titRE2Q4mQERjGEUE4ItM9Ihl9QG45L4aoNlyg70Ik39ab9DxA2JBkGU++zejx6mKjgePYN8+mPcADIRYfbs2bjyqitPCWh4ecsWJCbBqtWr/f7zjOFwsoVaLDARoaOjA0uWLsGSpUv8/GKxiNs/8mGUy2WUSiWvs66kKR59+BHs2rUL7e3tuOqaqzF79mxYa/HkE09i2+uvwRiDm2+91ScyMhjXXX89fvqTe7Bly8vo7enFggULcPDAAbz91tvYt28vPvbxj4OZcffdd/vjO378OKaeQa4CNk3xox/ejes2X4/p06efsv12dnbiwx/96LhJZhYsXIjdu3fjH/7u73Hbhz6E3pkfDNkFgDPiumtG/SCicwD8DoDvwGmMZ8FJLfbAQYMbZd7dAC6CA8774fTJYOYBAHf1TJu8xJD5eEgRI2GRAS8mBsNwYJMci2xAbDyLDAZYM/IpuAVAH7nD3cRNDP78FIDViW6s9cAdovl5YFAPPMdg4mR/DRm4Wa/RjNzAQ46dA4ZT8OiZVY4AJumgInK7iH63+UFHzYHDiY5jBOA4SsfMza/db/FxxWDfeGLJAWfnsB2dCYplFnpwLJIfdoM0ECDJeSw65Cy5yiCTuC0TpHQzgQUQJ62u0IYtOUbZlhHkF8ZvIpSmjgFzpuNyr3rgJ4EM40HLiP4eD7PtfDNOtPyIYphL+4SrTgCEPK51f40xWLRo0Xjuwkd//wAuvvSSU1KtzRiDSZMmVc0vFAq4/obNGBgYQKlUQmdnp19+5fkrsWLFCrS1t2XaODQ0hF889HOkaQWXbbwMD9x3H/76a/8vKpUyrt98A5568gns2r0bYEZLSwuSxLHZD9x/Pwb6B7D0nKXYdMUV417Ceaxh2Xkhn+p2GmPQO45a4Y6ODlx51VU459xz0dbuBkpDQ0PYs3s3ZvT0eF15E0w2YwLGITh9cQnAAIBjAJ4F8CqABE6T/D6AwwD+FsB8ANvy+mMAABmQCBcVjABiswUjbLJj/kI5aAah6FhkCItcJXgV1wLyBc2q2GQPAiMbsHpxIuazFjCuxajm7d5ONk7ESNf6Mi89UBAMwMkPhCk2nrxkAZfkBxe6rG7HjT+Gd9eolZBXD+udVBAy4Jxyk59H8Il6gFwHpAOiuDWOvlWZRVxFwzlcWJFPOPSqfDUoeKKpRJnBztkCBCbylyaYnIQ5AZIiwO0OIKclhhWbfFMQoJxEnVVrxDEceBwJmMaJ7yu1XJyqkvlipjv31VjDscij29oEwMfjC5BPVTAzNl6+8ZRWaqsVylorMI7nd3d311ynvb0dH/nYR6FlgD/xK7+CA/v3o3vqVEyZMgXt7W149NFHAQauueYaFItFzJw5E5/51V9Ff38/hoaGYIyBtRZbt25F//E+nHPuOejq7p5woHnqtKmnLPkxDmZGuVxGoVAYl2vEGIN58+b5z4ODg3jk4UfQ19eH2z70IcyeM7vh+2xGM8YazHwQwKPRrLdzizwXvd8jU82I+EufaBUDZUSsnjJ/atZquIDUVkBGwTF5UKEWY7HMwrCUICEn1lA9q7/HK5jJHy/qg+N8UhqQxQ9cAxArO3jiG/mJ/YLrzafoywwg1u8iZpWFaVU9jPHAVxIJWZlcqBGGZ5xHCkZq9WFDgEyOOQ3AOHqPkLyXB9NOsuNWYCke4sA/K7J1kziruK9kbeNnuWvWMMBGDs4ACQHGgFj62Jd2jsByK8CpA8rpkAPNXoIRscqZ1+HeR7iX8/NPdDH59WovkJ+f8VHOg+Uxnlz32xnluhOAQj5lCEr1t+PhzlAqlbBr5y4sXHTqk8DGGkSUAbKTJk3KsNNz5s7Fxz/xCQDViWDxssyMWTNn4um3n8bLL7+M6zZfj0WLFp38I5hxikKhgFtuvbUhiXInG8yMxx97HIuXLMb8+fMb3g/57U2ZMgWf+synMTgwgBZ5WpCmKQ69/74vtlFrvWY040wMB0zC33X9k0MialRHC6gGWWQSjt8TLTKnQYscscj6RJxZATEEZHMATwKM6nkYA8OD46oFo+WVLc6CZV1s5IUyuOpNiOGSmLJV4+BZVGXQVUahBSwC2+oGIUYgtfHMoKzPFHAQZfDYsMdQqw9HEieC4FWMMUiOL4Bhldko8DfCmltWM8DAFhNZsBU3i9ik2GuS9elG6r4yiE66A9FExl+TBAsmB5JhnG5Zx3jMAFtyEotCBJbLIsEQX2ESwJzp7DpMceyAobmEw/b3GLBkBoiSDhwaEw0bQJ2mOGUAuVQq4ecPPYTLNm5sSLJUHP39/dj68stYsGBBA4tnT4wYqYcvEaGntxc33XIzhoaGPOhmZvzyzTdRbGnBvHnzTgtA1fadLkbb9U0PXnrxRcybN2/cgakea2d0nQ8NDeEnP/4Jjh49gss3bcKatWvHtQ3NaMapjCyDHKgn1hs8BFAIkHXATMvlsngjS9WzGM/Iel6DihgoOSbZwumbPdjjkZFfAYNwZl5mipjj0LQawJiHB7p5cIkc9VyrrQRXl8L3brSQkQW8HlkYdQ8qCTBMSOW9ZbUuC8wzy5aD08jwQLlWGxvDHofiHzLDb9mzxn5ifw0YXU9KSod6gBZEKVg1DiRIVgZppGhTlvEg2W+HAjgWoAwWbp4llVBfjQELkwwBymwATpzUwrbBVaqrOLCclqRJApi1ZLUfGGonZEZkgdDV7qkLlmOsGxkEjDg4GkSNaNh0ws2N+ho5KwuF1N1RoQBrLd579z2sWLmiodtuaWnBkaNHUEkrp9QhYSKGMSYjYyByP+LHHnkUS85ZiosvvviUM5dDQ0M4ePAgZs2adVpkMESEc889F1tefAn79+1H78zeU94H7e3t+NRnPo33Dx70N94nHn8cAwMDWHrOOZg/f/5plwg1oxljiexvSl0sIhaZDMAWTKL9FL9a5rQGiwzBNqyYB5QEUJwIIDXQZC2CIXZgRUBhLVeIYUm4GJtHrLH186OSzFkcL+sHMF217VrzRwReXKtjOQEA14ccAUdyUhMt0yy97qR7shsrIxOVp0CXkT3owAXQQU39GDdmMJZVxPMg0hoSn2LODpiyyXrsgDCl8J7IEYvMKrGAAZDC8eyAp5FJ5BVQFyrnm+wGE9ErB2cWB6idl3LMKhuGVKUjcCuDUwankuRXAVCRQzTswbLKidTZxePmPFjWczhOIxduwEl2vT26jUwE5vmUAWRjDNZv2ICnnnwS5557LgrFxu26rbUVy5YtawKMOrFkyRIsWLAAg4ODAFwRlze3v4mFixZiypQp4+qEkaYpHn34YQyVSph5443jso+RRKFQwDXXXXvaKjsSEVpaWjBz1iw/b9myZdi69RVsffllzJk9G1Qs4p133kFrayu6pkxBq9gFNqMZEz3IU2HxPAdElEV2r8azdYADOlZuowZFWC7lkCr842xiB5ATMCwFcGRAGS2yqUHGjQQc67LDguOoaVbQSobs4whE13gN+zvx7Z8ilJ+RGeQYVxOBZRZW2bA6WLj2xMtYD7ooYo5jHp1yTGTtvmp8xMyxssSqOQfSGDwTReef4bxQMhcNyKTgNMsihz610lcmvPfHFYFjzxZDgHCwhXNg2YBZBn7s+G0yJjDJUsSPrQPMMAAXXGU+xzgHwMwpwGV38JQApsC+/32fSzvjplZJMEZwwWfOYYaejs4GDbuJEYX+Zka77umOUwaQiQgzZszAxssvB5kaZ2MMYZIE6zds8I8UmtrOENoXxWLR+/cWi0XsfO89PPTgg1iyZAluvvWWjLdvo/qPmfHWjrewffub+Myv/eppB3tqrQfgtF0n8T6nz5iBK668AtZaGOMe6e3dswevvvIKhkolLF++HJdt3IiWlpYJoyVvRjNqR3VuCUthEIrZO7YBJAPhsTY7twtiA+Y0sMhW1ucAtIdlkfURuWeRRyK2kPbmXoMHggOPtcByZhkPXLIgOQbR8fZPFLHbhLKoFiorCNKD4BBC3v6N4WQnulwauVwEizhhphVM6349WPY0c81+Gk2caN1af9niwUG9SeUXgUF2F0+eRXZssABjzoJkeJ2x8uo6gBCQLEjUXY4yj43gDgOwrmuBRK5lYZRBSkyTu6ZZzpslQAGzlQFWxUkx0kGRYRSrQbCqmDjq1Ayg9fOqZRacuTjrnJjhZBwnEWMhoSdAjt6pdbHQcr3jsV0AePfddzFlypS6jhHNcNHW1oabb70FVxw/jlKphEKhgKGhIby1YwfmzZ9f5cIxltizZw9uue1WdHZ2nlZgp/veu3cv3n//fZx33nmnrS1xxBpzIsJFF1+MNWvX4vixYyiVy/67gwcO4Nlnn0NPbw+WLFnSLO3cjAkVRJ6PzMxTpSuL/RZgAkiWOzwJA2ihUgsb7qwRi6wJe4aAhKpZ5EThKQMcAwivLHUxLJNc9TkLjrXwgXtlhVVhv77J7LdXC4sEIFNN1WbkBfrZM77swaAVaOdlFMQBAMuKJFIBZRTdwMEto9JXv33K75f9/6ciKPdq5LiEhIU6oNQCy4mcqcAii4zCVMBpK4Coqp6csQxIZtU1pIjZYwDSSYo+3fsgs7AyENSkPgHKcEmCzv6QwMa4AR4rm+z2ySZqrpw/Tly1Pps66zhbkv4oOsCM6Nr2cv9oAJk5X6NGp2NcP1rdjhLpntWlpk9HHDt2DE898SRuu/1Dp+1R+pkQCsq6uroy8w4cOIAkSbD0nHNw6NAhTJo0aVTV4eJKhZdcesmEKmZircUjDz+M+Q0eCDQqiAitra1Vft6tra2YMWM69u7Zg+1vvIGPf+ITMMYgTdMJ1b/N+OBG3RK3gDBSwuQBjsmDEVDmUAKxBZBELDI8k5zXIjsphWORFZBq2WUiJzFgqMtBtinSnKp50jD/4tnhCBxbBcXM/uYf7z8sPwxAzrBq4Z2C1HyY6JViQCvdQ74PyJebNkSwOTbZIsguDCkbLRuDG4TEoFnbF96P7m9M3Be1Is/xq4QC6swhx61gWR2OazHJQfOqTLIFmTLYFkGUSv96o8GIPaZo4tyxysBFQbMAZfVIJk689h1s5fo1rsGRvkgZZ88meyY5yy5DzokxBFMAuDVK8IP4LCehj6KfWE2QTBhFsl6DIii+R7Pu6Y/TBpD7+/uRpmlDmcXly5fjjde34dlnnsXlmy5vyDY/KNHS0oLLN20CAFQqFTz8i19g7569uPSyS7Fy5fkothRPsAUHjPv7+/HC8y9g2bJz0dPbO+G8mGfOnIkFCxbguWefw6YrNp122cdIo3PyZFy4fj0Ad36MMRgaGsK9P/sZZsyYgZUrV2JKk1VuxmkK8tRWfr68EczhbuDhobljlp1O1Ok5UxgUHIBWtKketYIIiZ01LcOxyG5LJJ4FLlHP+eDqDgGbk1rUUl5wZgqgTlliyxFIjthj10QODDMCSWBRaz9ZCUbMGOet6gzBA38rDiDKmMeJeXHbjZcaOicLzybDgTQdNOTZZGh/qs1X1enMNm4kLgdVhVeQJc3zoaAfHAZBrrgMi9bcfa/HrGDZn/scQCZYGJPCsgFz4p5iqJNFZocRf63Xmcxj7UAIoPV6h0j3oEl7IvJxjLVjl5lNeIZBCqAloc9h+MAue0bYSWmcPIOQtAGmxTHK6RCAivtMUjHbk9u6rdFIJMYBkZ7ofA+77gRAyKcNHezduxf333cf0rS6KNNoQlnRa6679rRZmZ3Jof7UalF262234cabb8Lbb72NI0ePAHB/9K21SNPUT+pv3dfXh1/8/Of42298A/v27sXkKVNO8xHVDmMMLt+0CdOnTztto+rRRHx+isWiZ5ovvuQS7N27Fw888ABKJUcx6DlpRjNOTTigQGQyU3gYTl6C4cCxLiPrVKlJExAnEeojAQwiH2AHzgwREpmc7AL+vX8Mr1pdATkxTzhc+F2zgm4HxFJmN8H5H6QMVMCoMFDR7yyjwtEEN5Vlqsh2FGin7ObpcjqlcOtbAeCpvE9l2fBZ2sPh1UtBPOONqu0oA25rsN8K/GPZSHUfVf/Lf3dSQRmYmnnvLericwvkkvVUfmNBMrmLxYJMxQNWEhGw+z71oBnRemRSgFL5PgVRBQS3rNF5JpX3FZBJ/WRMCmMqsp77TKYCMhZGtk0mlf1wKFMtk/FlqwmUkLeDo4SQtBCKna6Knx0SJwxVhwDeBSPTiVTn6U72ZNaexhj+9zOKfx8om7d8zJkzB888/TQOHTqUSZ4aSxARpkyZgosvubgh2/ughoKwhQsXZuzH0jTFA/fdh9df3wZrU0ydOg0f/fjH0NnZif7+fgesP/QhzJo1a8Ixx3FMmjQJK88//3Q3Y8xBRJg5cyY+dPvtqFQqaGlpAQAcOHAAADBjxowmo9yM0xbZwiHkgIhnkjWBT5aVBD2n40xBSEBeZhFQmjMgEBmFgGIHBknYU+d+q4/KfWKf7DdmkuuxbFmnikBiB+aYPVgO85EDmgEe5l9r9lWchBu9Epx7g+Hsw39HcpIvBmJk66q/ZmE6DcQphMLgwAsMJDkP7JwtTG7YYKO2ZNo6zHGMRTfqmhJ01ohkFdruBHqehUFmdqWg9fuM5EXOIBFghIizRWGSU7kAhIL1LdBrlrwcKHvgwiRDioWIXsIn54ka2ktEmL2cyNHisk+VFYlMw1leULgm9aDliYubpxcBwbQBVGSkA0BaAZIWXY79Cap6SCIfvATjFHAoeiijW/f0kzynDcW0tLRgzZo1qFQqDd2usmzM7BPQmozy6CJfpKRQKOCqa67B+osugrUWxWIRkyZNAhGhp6enYQOd8Q69cadpitdffQ1Lli5Ba1vbGQsmkyTJnKe+48dxzz0/xYYN67F23boJPVhpxtkW+d8QR0DZZEAyQAE8C6ts2MCKwtRpOyvIOlrAAwVKSEATwMTij+tgh4MrzhsZqkdGNSaIQUQgzrKWbgEMCzDWzzEji1iPHAByTMTVe6rjuoLCe4RHu2rpphDLSSAcoxr8OmRfFOzuMkQgkfMN1qQ3iryDBZQZORaVXLg2KejOVt3jqJ0j/YuZ6YcRLC/PJACwk4xAip2QA8+JyEBYvs/e4QNEdr5qqVCzKYgYNnUgWRljSW3UI/SDqvpHF8sxFNEKhCeGrxTij9rNd2BZgLF4drvRopxNccMgFYEzRaAYbl8yYtMBEk1ipINOdpG0cub8+FcPjE+9FnkUzxEmVJzWO+e5y5aN27aZGa9s3QpjEqy+YPUZozWd6FErgexMjjfffBPv7XwPV19zjZcunOmxcNEifOKTn8Ab27ahUqk0AXIzxj1UV1xt9ebfQe2wAkgOKfwsxRa8qzGHEtRVjhaCAsgyjFEWWTXIelMWVlUYYyZyOlYC0nrWbxF4COyxaoudnCIjdWAngwh65Gj5HFiOt5vpt9y+SZheZd3iBD0WsKxA2TA8MHRqW/ayEm87F4ErxyTDa4wJ8AmNFo6V1aQvE2d6eSY1nheO50RgOQbHYV51/0eKgJB8KK/k20dIKGwhgbKmwiILo5zIXisZkOx4dpOUYa0F26LbCqnDhbRCG1AT2sXzKfrshzRhyEJGAK6AZmlTbEergFmZ5WwlP9m8jR51+M4BNAszaXffpSVX5roKHFePWU8tizzKfUwEYH3aUGOsqVTNZCNHN0SE8847D6+/9hp27tzZ1GQ2oyqSJMF1m69HqVTGWzt2nO7mNCyICNOnT8ell12G1tZWDA4OYtfOnbB2Iqi6mnHWhbBttQaXYV78ncnNz2qRySlO3T+vRSZh1EhlpaJJdss5/bEDTAkCs2yE5CME8Em51oBjljcLHBgOCKuWMg+OY91vai1SZpStDXpkr1d2k5dpqP44+k6/1/UsqwaZ/fZ0Hdb5kGVioB5LPhi+nV7PrMBejtcx42F9Bfg2WiajTVbwzciPXepOiLZT8xLKMOjxeSIBx+R1yIleJRR06Hq+C8YgAUSbDhREa0z+1U3GpDBJCWSkfLQkzrmhVrws+ylceDm9cqRbzs5TrXEKE+uUVbfs9c1pWJ6saxPFGmUO2mTRI8PAaZTlNWl37hbpIDyxLeoP/97Np5HT/g2IMGAdxb8JANkmBLW0Z/du9PX3Y+nSpQ3bJhGhrb0dGy7agCceexwf/fjHmkxaM6qivb0dN950+ir8jVfEYKVSqeC+e+/F+atWY+26tU3JUTNOacRaZPdEWthSvYN7vos8tHXFQ+qwyEp3yuNnp0eVNUmVoG6eY3QJrMVGZNWUh2c8QwEQz3ELgNWkuCxg1fe6rnq/6nbqhiyn6YnecEz6zETyiuiBvXSBY4Xj+azHrY/wKUgujMgBvL+w83jzLJlY8YYy1PF7+U6ZR5V3+C+BEQGvE3GyUOYYMrDh8KqqXYY7z+58EpgCkCFmwBjAanlo19oU1unPSVshzLGUPncgORFG1+2Q/NmEbCt7ICzb0r14mYaWqvbsMIt0gqPvA4UbpA+BNteSN1DpBkzw+VPfQmWXZbmkzfWJk1tE/Ro7XUQnIMMi1yPMxxD+tzDK9UdborqRMSEQY7lcxtaXX8bixYsbevMmIixYuBDHj/c12bNm1AxNSNTYu3cvnnryKSxevAiLFi+ekF7JJxuTJk3CjTffjHt+/BMsWDAfPb29p7tJzfgAhiYbOZzmpBYeGAgQcEIB5Q3l/7wWmREAsxUNLbFYvwWphVbV84wnggWaIoLhMJ2ytBlmFpxheZUhzi4T7N1iBnW4yABEwJeSZtdxAlBdsp0RmYWup8CXo6xDT7qzY1OhfSDzmEJxEfU/duSiW07ZWivtIN+GSFgQyxLklMT9qWN0ZQJHCndiht/4Oe7CYWZv98fkUuKICamsUIGAGgHJhvQ8M1JyMpmwdQWlxm1epD4Qazb2yXTh4Cj0rofFbmbspeyuvlCeRgQwHjjnk/YyoghktczSVg+ytW8JbLP9D8DJLQZEbtESHSnpOYMXgVSdkPEAycM8NRjJuqc7JgRAnjlzJgYGBnD48GFMmzatoTrQJHEa5GY0YyQxbdo0LFm6BFtefAlparFm7RpvbVcoFM5IjTIRobe3F5/+1c+g0GSPmzEBwoNlARUMldtpMZEEBhY244tsAy3lqUx2yXuGpAS1AGVlF8ECCpVVFSgeEXHZCHKKwB7LbjjYvCkIzlurqVcyoI4ZkOOr0w8ITDNFnxVqOa1xlkt04wIHlJMIHOtyhjRZUftJNNmasBixygqXHHkpbDJFCXxQBledJQJEDMVK4qMLfx/rAZzh0rZI/iMtvOFZZNFfq6ODMq3kGH3vyCHnAkQgYzyTHyoQWlgZhgXePhqkEQEsRcsFTCurrNeUOwj9O6pyCl0fAfB6dwrdl16RyhQrDa1JfEYGb2F59120TRgH/qtGI/pCQDuD+3MgWX4uvkAJgld2nlluZOjvZ7Tr5oOIJgNoATAIoARgMoB+Zh4kokkAWgEcYeaG+AdPCIDc0tqK1RdcgGeffgbX37C5oSBEt3X06FEUi0W0t7c3bNvNOPuiWCxi5cqVmVLUBw4cwL33/BRLzz0X5604L1OBUGOiA2f1TQac5GJocAgdkzomfLubcTZGjjEjLd0rvyMWwOzFBBDwYD0VRiKv4KjSnrN9Iy8Nka2+fAABAABJREFUcCWs3TKuyIZYiAk+0ZbEn+NwN3cHWFR7q8DYs8hAxCI7UKz8orJ/w2OPwGbGgDUwqOwVJe5Y2EsrVL7hnTwQ2OTgriCwjAKDbJTRjRlmFvZYmGXXL1KVLyqtx3lGGQEoOxCWPdpYmHAyfgYxixxAstr1KdrjQI1KFKJ1CZFFnDp5gGGJI0mMSir0fOkwxcpmw7Wa/1PJnmkWsEyyji9prY4V8tTCSy7UFi46TxEAdg4XMUiOwTwCm2wpZGlaAIm6tRAK7YxKP2DLgCkiYPeYqI5xPIfNNwws6xhglFRwnbX+vwD2AHgJQDeACwDsJ6J/BHCHLPMEgJ+Paqe5mBDWDkSE5cuX47LLN47bDfutHTvw2muvjcu2m3F2hdrbqdxn2rRpuOqaa9DXdxwvPv+CL27z9ttvY+vWrdixYweOHj16xiSCHjt2DH//93+Hd99594xpczPOjsj+fQ8FRJCb1PZNFbIGBeeTzIo/HKDxuVOSsKfFIlTJ7BK5QhEJIpEP+P1Xt5FzUwDFIckuL7FI2bljWJ/w5Yo+s1p+1ZxkGYHyDPdIndnAMsGCkOp7ln0AVdIOn4AHVIH26naGIieOfA+MuCPkY0eOMEjQQiO+T5gjh49o+dyfkzjpqqqfOYAgBd3hvbsK4qtCZR8GQIEkGZMkMZOAAkLhmALILUOExBgUyH0u+leXwJf4Yh/5ySXLVSXiZZL3UhhTlmS/ihyTVMmT7+MEPGMkUU8T9EylahlXoCRK8qv1XlhrGKmk5wuLAJS4DqICIemQhy4V950+gvBkd3zxjxNPkhlUnuQ0zL1pB4BtANYB+DMAXQAuBPAugL8DsJqIGkL+TggGGXAeu5MnTx637ff09OClLVtgrW1avjXjpKJQKGDe/HmYN3+en6dMzt49e1AuldG5vhOTJ0/GU08+iYMHDuKCtWswe/bsCXmtdXV14frNm/HjH/0It93+IcybN+/EKzWjGQ0Ox6w5GiuUn3Z3caeRNDBkkHLEIsfJV/LsVu3PlDg1CHIL9UU2JL9ZBE/kmEirFSwILu/8EBcJUXDsgbFnjmOxRN0e8IgywyNL8pxngJUUDj0jTDD7fgSr7ZluJ5qqHvvL9sXiTbld5/rh+tKRtMImCxvv2OIgw9A+8kmY2qf5p/+jBF8UtVslMQYk9sDsmW+rxCqCel39ogUTIkVUbQ8hzzNldh7azCK90GtQ2Wlll+Oz5DnlqK1W+sOAbZzs564SfTKSZZRFDUwMsAVzEhL5hGkOow65j3htst+zk1xkew6Ac7UodDAqfW4Rrwmn7GUwniyyG3SNel0D4KNEtBrAT5n5VQD/CMccfxbAVAD9sngHgAEAZeQeQIwlJgxAjiP+0TUqOiZNwuH3D2FoaKgps2hGQ2L+ggWYv2BBZt7iJUswODiIA/v3Y9asWRgaGsLRo0cxZcoUtLS0TAhJAxFh8eLFuOrqq1AaKp3u5jSjGVWh4EOlFgzVIjtHC/VCVnkFWwWK2YQ9y1olDqHYBpSd5CAPqBOOWc3qkTURzxcLicCxB0Y5QDXckQLsc7EAeJ9iePCkn+Rhe6Qh9kBZJASpX4aifnLbTzwj7PTIiWBARpAuKPB0MgypwCdIRSUUjBxQjjTSyIFloBowa9TCTd4juEYfafU8BXIKUj27T4RUwL2e6/i8p9IvifSTSlPcoCeSXiDIZOKEUSA+NkHguQMismCTAkywNnHyCxaNsZa+Vjs5Es0xOxdv3Sd0kBQD44zUgqN50lMKknMdbQrO3SIdcnrkjJrEAGSjhL38iLEBIDl+SnDS67pT88/MfD8AkDNK3wvgCIArAbwPxxwDwJsAbgawC8AxuHzNMceEBMh79uxBV1cX2tvbGwYoOjo6MHfeXJTL5SZAbsaYo951OWPGDFxx5ZX+8/Fjx3HPT34CZuDKK6/EosWLTlEL64fehM5bsQKAG5DqoHQiAPhmnGEhYGrsxEbW8s3pMS1Un+xgiXO0oBgjcGCRlQ0zAoCNB4aqaOYc3KlzSJyFIW4eewmCkxnUAMcxe8wj7Isc1oqxNflCJ5LgxQ7gKvPIwqBqyWXSdiLAKQXPniX2+3FDjwRBo6xnQL2Fa7HJbl0O7aOArTLgNpJMnAgkxZgsA5L9ytFWyOmiGW7wkzAQe1wHwBx8UTww5uAEUkCw51NwnQhQ1oGV15R7VFmr1dnPWj46oRQMA7YGbAuiVWaArH+i4Rhl44wtqljjeFJnixg06xBAhkUmto8LfZa0EmyFYStOj+wrZAPB3UJZZH8STnDCTiLGAJDzYQBcDGAOgLvhgPBmAPfBSS7mAFgJ4IfcIO3ghATIe/fsxZvbt+PyTZsats1CoYBLL7tsQj7ybsbZE3mAMG36NPzKpz7lk0QB94dRpT6nC5DG+z30/iE89thj2HzDZrS0tJyW9jTjzA69H40GJCvzy8hLLcTVAuIqIPXyiFO3P73DRywyhPEkYZEdWBKwDIUUoepcCmGTI6bWH1Pm+AJUyVi/Ccuo4DiWWIwYZWjCluuNTFuCy5dLHNNn4THhZ+D6wklIXB+wAOYMWJZ1rQwaTMwYask6BLAevJYlWVD71u1CmPis20X2sKqvheF6pB5I9g8LmPwAJ8hOCJqrZgToqkuF17Iillk4xjRFkF1YZc4BpPLekpxnYn/OXR/XdiTxIFpOmmujcT7LiQFMCuvlFwVhwa2cawuYJALGkZzCytnTg87vVSUX3irCQEoNakcChlFoB8rHoQUFAwNvABarxCpXiwbcmhij9zPOr8XMFQA/zs3+q+j9g6Pa0TAxIQHyvPnz8LOf/gyXVCoZj9qxBBE1C4U045SHukf09PT4ecyMLS+9hPfeew+rV1+AufPmIkmS0waWOyZ1oK/vOF54/nms37ChWUikGaMMd1cdDiQPR+wETTKQYeOgFnBwPHAw84VWlSAFLhGLrD4YJpJYUH5iLfNwAkZZIKwfCCACEp41Ds+ulfE+ccSDAu0jRTuhba5bxP0gYv1UWuzbp0AnamNmyrHJsRWeK11NXsLhAbQ7Od7qTa3WDJSB5Kgvw6HEbDbJNuKo1Tu1QLKfL4ywPnsnigYKDM+g61BKgTJDjo0cq5yy204iy6VgX4pcGWYbvTqm2u2EpRBN9VkM14YVMGth5cmG80BO2Mkv2FZgbQFsC9K1AuPJOM9vq2fTREYWMXMcscoawfBF1ot7l0AJUGhjVAakiIgs73XH8ntptPWbb/oo1z3dMSHp1ClTpqC1tQWVSkNkJD6UuWsWDWnG6Qwiwvnnn4/p06fj4V/8AgcOHAAA/wj3VEdLSwtuvPFGvPbqqzh69Ogp338zzqZwN2+9lvNTWGYkIWUifAq+CwXJwcECnmTLuFogAGFljqsVpfCPm+Og3DzPHiOwkhwzxR4om2g+oj3Vmtz3zPGkx63eu2olRhFDrS4Zbr7VCeqmEVnRIedkwcG1IpTL1mWAinzOFERBJEVAthhKhlmHFlLJzvf9x6HaYNyntcL3EtU4j+TAbpx0p/MSRK4WBBSJUCSDgjEokEGRCC1k0GIILcagaAitZNAi81uNke/de/eZ0EqEognz3fK5ychEQNGwm8iiYKTUNFVgqAJjKkgKJSSFQRCl7umDL4Wd5kpSxy4X+r04bJjcd7HrhkGuLDVgWgimCKRxGhvJuMUgc1lS/jIdZcS/mZN3sRjbvhsRE5JSLRaLuPW227xvayPjzTffBAE459xzG77tZjRjJEFEKBSLuPSyy3DRxRd72c/Bgwex/Y03sGr1akyaNOmUMcpEhCldXfjVz362yR43YxQRQDEAuW5PfHdTDSaLxKDm4DDjIKD+tInwfrohyiIydQuAWr6RlwM4XS0CUCb2nxUoa7LbCPnfiH+m6KY+krXzEBzRNhy15/8ExIS5gpjoMXg9bbJRqQUCmxuzyVqZLm43+wQ+KXgs+3Q6ZPZsshXWMZZdaGMZtRllSDvy+uQs3xl6JMM8564P9WKGP/XsJbj6RMF9FjeTjPwiJCSyaI1TckU8rDDyeRaZAV94BERVTLJ+x/IdSx+5c6HeywRL1g1wTAIiC2tT2FSkbRRSBKsmYrBl/707O6HPAY6YZBJNsg4gXUOSNsAeB2wqeX2+cIg+DQhJe424/cTM+mjWPd0xIQEyEaGtrW1ctl0aKuHtt95qAuRmnNZQ8KuyH2bG5MmTMTg4iO/98z/jtttuQ/fUqae0PYVCAcyM48eOoa29vSlJasaIw8kC1C9gpFHvYXV1BO4Xbh8xdqAYBMCDZZJEM6MSAJkMwYO6+Mn0cHiAPJQbLmrRbidCGQEY1/zWAxXyj/jJAzEBgkqh57TJAnUQ5BcO7GnCWh6CyS68jtk7Wgg6ZwGQanHp3C1CcqDJI11tTTQ/BslxsZGqVWv1SITYSLeh/SBz/TiJwvGByVvBOcmFJvgp+KUoIS9oy4P+OOrDqN/0CFlOlB+I6HKkDhua9Bf7U6cy38AQg4yFrbRIIp8FGQasyB1stDMjdobSouqrhlRYLe8J0eUBSkIREW4NTDEDmSp7/hxVbf/kQvtrtOue7pjQd8C4gxrBprmSuz14ectLY95WM5rRyFCt8pVXXYXjx4+P2wBxJPHiiy/CmASXXHrJKUlqTdMUpVIJxWLxtGqx82GtxdDQEAqFQs1ciOH+PjEzhoaGQEQTxt7v1ITNSAxq9YsuVx0jYJ2hEDQBowJAPJDzrDUHP1/JU5L1BMyR6mbd4pknzAI8lYXOPN7HyQwBFGhEnzPyi/ioODRGl65BnPqjjMEx63ylmBVI55hV5kzba7HJwfVD9L7RCESbp4yzAmlyiM0x2Dk2WUGct66LXvIguXbv1f7MCNeWB6tyviF9EV9p+slk+Nm8pZswy4QAnKVzfZEUz8aHPVuZD0hOHRzzzMpEq6YZcZEXRoWse28FthcsbFqEtUXXImM9KPYJfBw7WNQaWGgHixyHDEj88QzLAKlIMC0MW4qs3/SYKN4S1T4xJxGM2r/0ka57umPCA+RXX3kFCxctQmdnZ0O2OaWrC1OnTmvItprRjEaHMSZTMCdNU+zauRNd3d2YPHnyuAMtIsJ5K1bgH//+H1xxlHnzxmWf1lrs2rUL3//+9/Hkk0/i0KFD6OjowIoVK3DrrbdizZo1p8VRg5mxZ88e/OhHP8Jjjz2GAwcOoLW1FcuWLcPNN9+M9evXe5vIl156CX/+53+Oz372s7j22msBuDLeL730Er75zW9ix44dMMZg/fr1+OxnP4uFCxeexUA5lli4zwBySXcx9yZrZeQVI9Pgs7haKAjmaNMOH1LEIiMUDuHAJmuLlE1WbJllmtUrmYIUQ5wg4tZk3+cHBAS2Sd3jd2GiTQnUJfVhyD7q5qgN3moNARx7twv5Jng4RyWrOTh6JDmnC5YdZpg/BcQyCNHBAyjLJvtkPaoNlI30h86LQXK+9+J1q4JrDzFAARRr62MGXoGtyi60gAw4BrmioZZteXlF7D2tnxHa7cE4K8sOSejLJvypnVyFGQkzKmCUjcovEjdwsxZp2iodkkaQHnqm3fGJy0X+qnNAV4aC5FhkzyCr1KIV4IpILZLAIGsmK48W1dY4L6MlgicCQJ6QSXpx7PjlDhw+fLhh22tpacF1m69v2Paa0YxGR8aPmIF3330Xf/vNb+KVrVt9mevxjGnTpuHa667FE4893vBEWQAol8u455578KEPfQh/9Ed/hBdffBFEhIMHD+LrX/86brnlFnznO9855cm0aZri4Ycfxmc+8xn8/u//Pp566imkaYojR47gzjvvxK233oqvfvWr/hy88847+Na3voU33ngDgLvZP/jgg/jQhz6Eu+++G52dnTh27Bj+4i/+An/4h394So/lVIeyZe59PiFPeaTs98wBvsUAQMFyPihTJNrxmzEwVplFnLwXJ+tpqWlNwAuMcrAp899RNgFMgZ/7HNwxtFA0qiY5TiteEVpeuEbJYmgBiei9q8hWEFsw8kl6QEjoc1KTUNY6lK42ACfwrWODlA1SJp/EF5epjhP3MvMQJfAhKowCrSIYF0zJlqv2UgUOAMkXXVEy1F871Y/hhxtHElVPJp4gbhwIpaddSWpJ5CNXqroAQgGIEvpcuWqX2OfKUWviXWsuca+VDNpIEvrI+ES/VnnfKkmAmvAXXim7HaPLMhJyZa+NKSNJBp27BROqS09XJ+ZB5qHq+pJrK0ra05LUSTvA5WgQQaHfc3mxow4/AB7NvwmAkCc0g0xEmDxlCo4cOdKwcrhE1ExEasYZE0khwSWXXoply5fjsUcfRbFYxLLly8d1n8oiL1q8eFx0yI899hi+8IUvoKenB9/61rdw0UUXoa2tDWma4vDhw/j2t7+NoaGhhu/3RLFlyxb8+q//Orq6uvCNb3wDV155Jdra2sDMOHr0KH74wx9iYGCgLsvZ39+Pv/zLv0R7ezvuvPNOrFy5EqVSCTt37sQvfvGLU3w0pzoEFMZQR97WYs3j5eLH1dmw2fleX8AIogjOvuq5idlYCJCKGGL19yVwze/U0kwr7rnlpZiOZ03VEivss4pgBhz7HLPAGeQR1M2Uabp+ILAtur4QOzCiwI76/uWsJtXpk+UxvAItONCr/7TASMwiJ37/ciCZLnWSDpVeqITDEZRRAh+yemS114trwGX6B1kmuVZkyjrXXUq+k3Pi+0KvBcoMw+TYssMbN0+v5SzrDN9+xwTr57h/nBxD5RnwCYD6WpEiJCkYZVh3XVnrrmbDKHMKawXQEiOttIC5IEAXWcZY31DYv1b484NMkpZQ4o5NTgRZZKvstcl5UBY5t+3RRu2h7kjXPf0IeUIDZACYOWsmKqVyw7bHzCiVSkjTtKGV+obbV2loCAxg8uTJ2LdvH97asQMdHR1oa2vD1GnTMH369LP40WszxhpJkmD69Om46eabYa3119V4aluNMejo6Gj4dg8dOoQ//uM/BhHha1/7Gi688MKMzrmrqwv/5t/8G6Rpmjm2UqmE1157DS+//DKstTjvvPOwYsUKTJo0CYBjf59//nlUKhWsWrUKr7/+Ol544QXMnj0bF110EWbMmIH9+/fjwQcfRH9/P1atWoULLrjAO+UcPXoUf/Inf4IjR47g61//Oq655prM/qdMmYIvfvGLKJVKdQcNpVIJb7zxBubMmYOlS5eivb0d7e3t6OrqwsqVKxvelxMpGBbMUorBg4fApNZdj5VdjpcbTmqhd20GsTjeyiNxBXSZzxyxwRF4MwKM3fuoYAiyUgEDp910pmr6qvIEx556iEUsyYomtJWkTEKktw3HgTCIyB2h7x+fYUVgLsgxxmA58gr273XSzkig7hZgGxXPCIMaTxnFCF+Bs8wzHlAKmBYJCkv/xJILOaFepwxW7+LooEN2XRj7oBqThacGoYm1+iq/lo6lsvU1AvjVT5z7NnhLx6BZvw/QO86dC9uSZD2/fuyS4QYkKTlm3rBxUgtj3OCLGcZalI1FxbrtJ4US0hRgKyDZkPMv1mNn7RDVRrgqfpmCO6pV9wl78oNghmkFbAWwZcA46bOerkYQyAi/7tGte7pjQgNkIsKyZcsans343nvvYed772VKAjc6rLV48YUX8MzTTyNNLRYuXIDNN94IAjA4OIhjx44hTVMsSi2mTZsGZsYrW1/Bnj27sWLlSvT29jasSEozzvzQZC/ASRQeuO9+LFu+DIuXLBnXRLrjx4/jl2/+EqtWrxrzfpgZTz75JB5//HHccccdWLduXc1tJknin/IwM44dO4Yvf/nL+F//63+ho6MDaZri6NGj+OQnP4n//J//M7q7uzE0NIT/8l/+C3bt2oW1a9fi7rvv9r+zW265BXfccQf+23/7b3juuecwNDQEZsYf//Ef40tf+hIKhQK2bduGH//4x/jkJz+JjRs31hx4GGOGTZ4sFouYO3cunnjiCdx999345Cc/+cFJ0PN/ojVJD9BbbP1EvQBPqjXIQWNbe3daPDoCwrJJ5lB22s3yefmeTdbliRxrWonAr3siHYFhCt66iTy2TyFaXmKpFKYwwHjQ6Jhe6wpC+AQ8BS3x0cT2cHWC4r5y0goHklWnrOA4sObsOgNaUMPz4QKUYzZZaFx/RhQwmwgwO1Ad+pR10BAx2iacDn/efbIkxPnCXw7sQbKyyMpAB+1w1GsRmI7n1+2yaIHMwCTqa9Ujx+FALaLrR5fLzYsmN8/1v7qsxSDZyiBENcgpGAmJDpkZEDkZGePexyA5Kbli0h4kW8DG9oI27FBkP+7aMNKn4nwi+iFlkd1pd64W5eMAJ4icLBoDUBk48bU9zLqnOyY0QAYwLjf/ttY27N2zF9bacZVb9PT24pOf+hQmTZoEYwyMMejp7UVPby8AVD1WWrR4Efr6+vDgAw/gqquvxvz58zODgw/EjbYZJ4xCoYAL1lyAO791J2657Vacd95547avJEnw9FNPoa29Deeee+6YrkFmxpYtWzA0NISLLrrI/7YrlQoGBwf9cmrzqN9/73vfw3//7/8d/+E//Ad87nOfQ6VSwf/8n/8T/+k//SesW7cOX/jCF/y6Tz75JNrb2/GP//iPmDt3Lv7dv/t3uPPOO/Hggw/it37rt/CVr3wFu3fvxm/91m/hq1/9qpdUvPDCCyiXy1izZo1nldM0xcDAQOYY2tra6jLIHR0d+PznP4+nnnoKv/d7v4fHH38cn//857Fq1aqzerCritMY3AYvZKpDcOTZ5TqJejXvkgoCjfcF9jf0rKkvNJEPyiIjgK3YD9kIvFFAHDtWJOxcl32in8gtDEk1NlaQLO0XkMJR9iDHQCbuhQy9We+3FdGgqlVmgtMfJ7JP0ZvKcCA8iK8F5QA1uLPRPpiAggKpCBQ7gJj1THbJbRQlr4UKfPKVk1lAmHhFl+R8ho0/XJbt6Ef2jhCxz3MeHJ8QGOeOlmot4N9Wby2WVUjvCJuc9152DXVAMMtKxwp7dbVwQNmxyal/MuE6hNgl6ClIZmPB4k9nkpJj/hUkU2RO6JMm3W+HpIKfDo5cn8q1F9m++R+BEanFoEgtYgZ5DJBDwfFopRKNAMjkqgzVcngoMfNgjfmZmPBJeoBjYyuVSkOYZCLC9OnTUK6Uq25+jYyjR45gcmcnurq6MvZV8WSMyXzu7OzExZdcjE99+tOYM2cOAGBoaAjPPfss9u7d26wA2AwA7hqeM3cuPvsbv472tvZx3VdbWxuuu/56PP7YYyiVSmPaljpEtLe3Y+rUqR5s33vvvTjvvPP8tGLFCvzVX/0VmBl9fX34yle+ggsvvBCf//zn0dnZie7ubvzmb/4m5s2bh5/+9KcZcD137lx8+ctfxsaNG7Fw4UJ8+tOfRmtrK6699lr8x//4H7FkyRJs3LgRV111Fd555x3s3LkTALB7924kSYJZs2b5dj3xxBNYu3atb9fKlSvxp3/6p3V/h8YY3H777fibv/kbrF69Gl/72tdw00034d//+3+P3bt3N/xJ2IQKT69VM8G1p6qVa87jmsvH61RRhNFuA1togJDQBXW2IJ+UF0QR2Wp7ulyc8JUQoaDvASRSBU0T7MT/QLTHDKIUYBOATL7tVe/zkX1cntUMyLXIBmyLYFuE5QTMiU/k02p84MSzzyGRz7jH/5LAV0FIyqtwvupe/lWr7cEn9DlOW3S2sqxW9NPiGazv/ZRziMid4Vq9kf2c/ad9ZUY5EShU5qMoqc8n9uk14JL79HooZK6P7PwCdPmQBBhX4dMkv6KRan/GoIWAQlQtzyRluMp7BFC4vkKSpyR9Ipc4KsVHvN4+rrInF78pAlQAbMnN8wqNMQbLtTCaqUF/L+cB+DKA/y2a/ncAXxhuJY0JzyAzMw4dOoTXX3sNl152WUNY1Na2NsyfPx/Hjx1rmH1cPvbu3Ys3tm3DLbfddlJtJqIM21QoFGCMwT0//jHOXbYMl23ceEq8aZsxscN5eocnEX19fcOym2PZz7z587D5hhvGvG1lhoeGhnD06FH/BGXlypX4gz/4AzAz3nzzTXz961/HO++8A2bG/v37ceDAAQwODuLf/tt/66/9UqmEcrmM/fv3Y2BgwEsfenp60Nvb639zS5cuRVdXF5YsWeKXISKce+65SNMU+/fvBwCfJHjw4EHf3iVLluBf/+t/jXK5jH379uErX/kKtm3bhkqlUteCrqWlBbfffjsuvfRS3H///fjLv/xL/Nmf/Rl++ctf4mtf+1rGwu9sCgdyHEul7HG4wdX6+xdufjVZ5LrAOBsEcXTwdCP7R8deLepZZvJA2UgSXswYq52bB9AMaPW9RB6Na5ENS84BwRWDCO21wiUTjNcjE+Uy8pVp5HAU+uoTymqG27Im6dXtUy1NHTHL5BO3NFVOHunDCG5nqDqZASQITLKuBURMMgKYdYsFNtmQyi8CE2tY2daQ5Gg5DFgsGEYt4IRFjnshL7kIvUS5z+FNNZCujvp35ry5WrjEvLY+Wpuj7xSixkmJPllPjpVAXpNNTCKxkAw5igqZgKVgiXPOMUkJaSoyL0m+zNr+WUG+kCcKrhVMes7JSy0cax0eCSStjEof4pNat3dGGuFKO/loEB24F8D/CeAAgDa4I08BTB/JyhMeIAPuD+i+ffsbxsAQ0bgDzVmzZuHRRx/FsaPH0NXdNertJEmCtevWYYVkxBORt55qb29HW1tbU3rxAQ9mxgvPP49CoYANF13UcJBcKBQwe/Zsv6/RXm9EhMWLF6NcLmPbtm1+WwsXLsTv//7vAwAef/xx3HnnnX6d48ePo1QqYWhoCO+++65/8lIoFHDNNddg/fr1mDRpkrdey1jkwf1+9ElNHPrbVzZ46dKlSNMUr732GtI09Wzy7/3e7wEA3njjDXz1q18d8bH29vbi05/+NK6//np86Utfwo9+9CM8/PDDuPnmmyfM75WI5gL4JIB+AN8DcB2AHgB/D3cz+QSAdwD8EMDlADYAuIeZt1ZtrArkku4DwwHdLNOsrxk0GSWe5dYFBIZYP0MfC4v0MgNCffIdAkYgOJDgQHCQCBBUe6w3eUJBKrIxueRAR1JTsC+DjYAS4PXIYIBSMGvR6/hoFCzHlF2960OXrUmXuyUo+1lZ4zxQdr0RVz90y1sIG8numJJoaw44y2a95MLJTcIyARx7MC+Jfapn1lc3UBHJgoLLKHGP/UmWgUG4rOr2U62f1nC96q6FOv0d9bM71/qewjzpJ8p/x/oAI4DpyGYYBAHKOrhTWQWMe9hgLdgYeWXAWqQCbg1VYG1B2GPO6YwRfi+iNQ/nQedTEIv7HwPDJK6ASFoCklau+ls6mmBE5blHse5Yg5mHiOgwgM/D/W2zAO5l5mdHsv6EB8jKqKaVSkM1w+NdRnfylClYtmw5du/ZPSaArBdoW1ubZ8BKpRIeefhhHDl8BEvPWYoL169Ha2vrhLnxToTwVj0RoNNEFnWCAFB1PeU133GWuM6baEFEuHD9enzrH/4RM2bMGJcy6kSESqWC1159FcuWL0exWBxVX6xfvx6zZ8/GP/zDP+Czn/2sL0QSn6M4pk6divb2dmzatAn/43/8D3++4uWTJEF/f/+Yjm/dunWYN28efvCDH+COO+7AypUr64LqkQYRYcaMGbjllltw1113Yc+ePWNq4zjEYQB/A+AmAJ8GcBDAYwBuhWNZHgNwBYAF8votALcS0TZmzlgLOXAYNLYeMJzwLhczyQFq1gLG1VrGSNOrhGfNXURV9RABYDgIq6xxKD/t9LRWmGg3L2aPpRQxEJhkbSExrO8HdY6Qwh/s4WVoN2JwnJ9XL7KDjnCdKlMdA+YsUIZ45rpQGCsaVbGFS8EABbCv9K0yx85nOOxFC5CoTMJGfWiUQUYEGtkB7IQBK6jXsFRHhtjIid455pGr8HE0R3Fevd6qmhcx1HUBNGX3Hb/39xfSHowBs+t3OQMe6Ftif305H2n5QkByKFVNYDKwsMIiu3WtsMtkKgAXoKmY/ukAAWALIhN+eDnLN3/W8j8EaUPS4mQWnAKUjB2iagXC0a7boCjCDfj/Aq7bR6wVPCOe1be3t2PhojOrCpUxBhdfcjGWLFnS8G23tbXh5ltuwc233oK+vj4896wbDDEzBgYGxqW4w5kWg4ODePqpp/CTH/8Yr77yiv+DlqYpnnjscfzTnd/Gd//pOzh4IDxSf+ONN/DjH/0I3//e9/DTe+7B0SNHAAAHDhzAY489htdefRW7du1Cudw428FGBBGhvb0dn/rMpzF/wYJx248xBtvf2I4nn3hyVOsTEVavXo3Pf/7zeO211/Bv/+2/xTvvvFO1TPw7nz59OhYtWoSHH34Y7733HorFIorFIgqFApIkGbUuP8/CLViwAH/wB3+APXv24I//+I+xffv2qoHRiQDynj178Oyzz2Z+f2ma4rnnnsPkyZMb5uXeqGDmPgADcDq9QbjHkdvl81QAOwHsBrAMQJ+8b4UQiUTUQkSXWmuXBzArIJdtBHCHm9y5qMcSS0vBGO77qsVrv0cgz2LFqsJEP5+CLZwWn8joSWtNEJ2qcc4WvlADcgUbhnmo75ucyQ6jOpPxkxYOUa0xs0LY+LP2dSJaZSdAZZVjaJER+Zxa1SYDFQ565HxhES0SEhcX0aTFjF6ZVZsclq2wA/S+yIgCbM6Czei/k7kK6oaC46qJ6k9xEZJwbTi9sdoBxoVIVLfuZD3umnKa9ew15SbnjpK5noxolY0RbbPKXvTaSj2oFUjtoLiC4FA5J2jh3RmH1yLrxR8dJwyQtDrbN9dZY+tr/Yswmqlx+BgVOPb4DwD8HoA1I11xwjPIgLNPunD9+oYDZGbGwQMHMKmz05ePbWS0tLSAmdHf399Qz2Vl1WfMmIHrN2/OVFfb/sYbeP6559E7sxeXXnopurq7z6iBxVhCLcFaW1sxNDSEcrmMWbNmYdq0ab4PkiTB6jUX4LyVK8DM6OoK7H5vby9aikUMlUpIjEGrMPYtxSIKSYK33nobzDtw+eWXY0pXF1579TX88pdvYs6cOZg9Zw56e3thjPHA6lT2OxF5T+D9+/ejr6+v4aWNiQiXb9qEu777Haxdt3ZUetpCoYAvfOELeOWVV3DXXXdhy5YtuO6663Deeedhx44deOCBB3BMcgNUs/z7v//7+I3f+A18/vOfx2//9m9jwYIF2L9/Px544AGsXLkSd9xxx5iPLUkSfPazn8WLL76Iu+66Cy+88AJuuukmrFixAsePH8c999yDo0ePYsqUKXX79PXXX8fnPvc5bNy4EZs2bcKkSZPw0EMP4a677sKtt96KyxqUQ9GoIKIWAL8C4GUAxwHMADANwFE44NwJoAvAawAuBNABx8DovcsC2E+gIw7EBuZUy19kpQPZ30QYgGS8FBDY46wzRvzKfh81jyyi8hBIMwp8o6FIbsFZNlndLYLnsdPXJgAsgrwCgJdbwDjWjgEpQ2wDw+e5ROtkFlUa4tBHHhxHIJlPhFKq2GY99rjPCJo46IBxAbApyNiIdYY8qocw4XIcwqYbcj6+Kq/QwikJaclvV045dgDxQ6GIOTa+fYQKMwqynjK2Rq4bJvj5xh9XKFUdDzf0EE708/JPnvQzqtepf11BHEqi/bKw6cL+OsJdHS8CQIxdSBL9IhowqeuI6y+nX9fy1CkRUiJYw0hTxyIbU0Fq3bMLInWpUFcX9zQgeF/XYJCl/0kem+jPlMjJLGzZ+SOPNXSgNKp1GySphcO5x+GegJXg/r6NeMUJH43QwtQKZsYzzzyLxYsXYfk4WWWVy2X87J6f4vobNo9LQiARZeQiq1avxoKFC/H2W2+hIsB5/759IGPQ3d3t3TTOttBqZ3f/8Ie4+eabMXXaNGy8/HL/ffxIfsqUKTW30dXVlQHMGlO6unDxJZdUze/p7UF/fx8OHT4MIkJPTw+stXjuuefQd/w4zluxAtOnTz/lfT44MID7770Xn/2N3/CWZY0IIsKMnhm4aYw62nnz5uFv/uZvcOedd+LrX/86/u7v/g6VSgVJkmDRokX4oz/6I/zmb/6m/91fd911+Ou//mt8+ctfxh/+4R+iUqmgra0Na9euxac+9SnftqlTp6Kvry/D9BYKBfT29lad187OTsyaNSvTP9OmTcNXvvIV3HTTTfjqV7+Kb33rW6hUKjDGYN68efiDP/gD/NZv/ZZPom1ra8Ps2bP9wGTdunX43Oc+hzvvvBM/+9nPQETo6urC7/7u7+JLX/rSuCUEjyFWAvgwgMfh5BTnAFgL4B/gwPCvAjgC4FUAFwD4XVm2BADMXAHwZs+0zj0B1OYLYmSBbFY6EC+VZZRr8Ud5sBy8kGsHAVD9a5hHEWCNmEN5n3CQDKhUIIFKF2RbFHTP7nA0zUzAEenxSNobCzg1KThNUMvuLdM33i4sgnE5EFwPOsRwS8GQT1gk8jIWFwWwTb1umaI1dV39X7XUDET+0E5/bFmq8cn+rcwPQDlbaCVBZA8nA5iE5E3wexN9bmCTQXoGYpDLmXcjAsl159Ow3+syoYdEe6xjC31L6uXsvnAAWiUDqscO67EwyADDIk7QM7AEpIjAsrFILcE5W6T+6QARclpkd7ZIgHgoyEOBafY/ADh1jXp3E8G0MtIB1L/QRhocX1MnvWqjwgLoBfA5AEMA7gUwIg0ynSDxrYFtHFtYa3Ho0CF0dXU1TD/MzHj22WdRGhrKgKlGhrUWP/nRj7B8xQosXbr0lACl+JwyM1579VU8+cSTmDptKq66+mp0n4WsMjPjicefQH9/H6697rpT3s9xHDlyBNte34b9+/Zi46ZN6O7uxoEDB9DX14fZs2d7B4TxauPgwAD+7m//FrfceivmzJ3b8O03iiFX+8aDBw/i8OHD6OzsRE9Pj7dFzO+zXC7j0KFDOHLkCHp6etDZ2YlCoeB14n19fbDWYvLkyb5t1lqf0Brr9EulEo4dO+YHjfl9lUolHDp0CIcOHUJHR4d7utDSkkn4S9MUx48fx6RJk1AoFLy+va+vD3v37kWhUMCsWbPQ0tIy7uXtH3rooYeuvvrqa05mHfEIVQmtK4Pn7gll+b4IwDJzKssmACqcu/B7pnX+4df+r1/7095pk6F3XFfy1u8p7DMHP7KATN5l2OPIIcJrlK1jbQEQDCyVHFNGABsBqFIij4ndPMOwiYOxFa41wb+WvWxA7cvkffRaAVBhizIzypbdq3wuWZnPQGoNmAtgNrBsYNMW3yMO3FD0GgCy5ykjb13fj76rav3+IrTmoaQAJ331jgaaXObAu/dR9rZ1oeiErmvk+4xftDC8sfSAas338gJNigySA/fqpATOUi+7bZUxqAzGRIOafD/kWeF4CFUlr1BiN3ONDg+Sq4dp8pnD/DAve4V7+YgMupwkJVjhlUV+UrKMElsMyuuQlYkZJWvAtoA0LcKmrSBiWJuArbP3s5yAbUHkMgWwdX7ZLL7Zmc8W4BTu1QKcsrx3yXr7fv7jl4688txlzHzSSR7F1sL6m/+3DU8vXDdrVDeK3a8fPP7d//TIR5j5/tGsD/inZJMBHMt91c3M+060/hnBIAOumMD9996Hq6+9xttbNSKWL1+OY0fzfde4ICKsXLUKh95/f9z2UWuf8fsVK1di0eLFeHnLFvzsnp/i9g9/GO0d4+ufezpiYKAfPT09p2x/9QBid3c3Lrr4IqRp6tnMxCR44fnn8cD99+Pyyy/HucuWoe94HzomdTT8CUlrWxs+9OEPe2az0aFtHStQNsagpaUFs2fP9i4Zw+2zpaUFM2fOxMyZM2t+X4uhNcZg6tSpVfNbWlowfXptpx8iQmtrK2bNmoVZs2bVbVOSJBlmWhMGp0yZUvcpRb04HbIcdnRinLBic9+Xc8vWF3xHOmLHIAdwFw4py+bKivH+ajVDlhopV+OYODFiyH7DWbY4gvIgYVodw+mgpSt8QR7QBLqQHBoi9yjcuQ4oz4oo2co94k59IWuGoRTWFgDvKIGwzYgNjbvGM8nDgmWdpfPjbXFuUvs5NwghMk6TTBVoCWu/jcgqDAgFUXSY4gBwllHOyys8o0yOodc+0kS8JD58kLCgpKMIx2h6aQek38IAjPL9NoY4EThG7vtITCQsbrbXYzbZDRqi5DNyLh6O7XUyFb32CgSkIBTJJYSqzKLCrgJfhdygBlaYYuJQLwRi7+et/hheZqHscd7yLR4xkEhnWlgd40Yd6n09mmgQO9sL9+Tr1WheC9zR/tWJVj5jALIxBsViIaO3HWsQESZPnjyu3qREhAULFmDuODB5J9OGjo4OXHTRxVi1ajVa2xr32H0ixZq1a8fdnWSkkZe+TJ02FR+6/XYcPnwYgPuj8bOf/RSFQgHr16/HnLlzG6pRrwUiGxnuycRr6Ohox8JFi8Z1Xx+E+PKXv4xLL70UF1544bDlrEcaRLQSwG8iy5wUAfycmR8Y8w5yoZDJ+RK7OWEgpb6sw6yfSegb+U21Si+ax4UZFlsHIQKMBUyEz2I9JksThzLKARRnQbIDeohsugA2xjnlAOJhy7BIZbkUrkCHPqwnBI/i+FgCbFfg6IFxzc/IIgqKZuQBEss8kAfJbmbB0YgmjTZIyJf1cEDZuh4ld66ksHFGf6zVBk1u7QTweuQkHhz4F/LdrKBTZSuuTpw+6vBjhgxIHgtcjs72CSN7mamMReblgHLGDUk7Tq89qainAwftxwK7insFECoUCtRU2PWCS9aruFLm8plJJBccvI+9lVx8/j1YpjCaiYCydxAZ4y1JofhoooE+yN+oMf9gjXlVMTHQxAiCiNDe0TFu2y+VSr4oR6NDvVhPd5AhdExyfVipVPDylpexYMECTJ02tWHg7HQFEWH69OkTttqgsovKWjIzbrn1Vrz6yit45513MHvOnIafg76+Przz9js4b8V543J+C4UCHnzgQfzKpz/V0CTUD2J8+9vfxp/8yZ/gtttuw5e+9CWsXbt2rInDRwD8NYB3o3lT4BLxGh5WymW44AgoA0AqAKEePxc/lI7BMft/J4zhUFG0+SqyDAj2bgrGILpj0nLJJGCjBkj2bXYb9C0n1ZJK8RAGVLvsWORiFYtMFPdZHGoVFoNm8t/V7B5tbhV7HNO1qoXWdgj0tOqbLPXvPMCymW0wrANiAvJjRjlBxBxHQFmxmGqRXd/qscUgWZup+yYP7I0UJbEICvTRgmI9nfmkz8Zx0tWROTbpM3d4DkQ7lbqTmRTgSlIXKAbJjFQGVcakSG3RD4Kk/IhcrzIw0nMXlaQO14Bcd8Ic62MWMk5qMdbQ1N3Rrjvm/bunYK+Ndv3Tj9pGGMYYrF27Fl0n+ehypPHk409kqmg1OgYGBrB718QpN2uMQaVSxrfvvBPb33hjwrRrrLF792689uqrExYoa6hDw9p163DJpZeCyBWAGRgYQLC9GlukaYoH7rsPfX19DWhxdSw9Zymmz5iOp54cne1bM7Lx/vvv45vf/CZuvvlm/M7v/A6eeOIJlMvlUV0LzLwTwA4AVwP4IoA7AHQw88sNbbTbG8DOB5lZC2FUM8IhUai+oVOeSdbtN+Tvk99EHZsv+caBZVdG2pcdFsDibbmiVy0fXCAjr5QpKVwkiPVb6h5fmwp8yeCa9G80Rwk/BZO+1LR7ZVbjLrV00zLTav9mwDZxrLVOEHu4SLeq60IHNlK62tpCpFeNlw37snD66pQNUibRcQdrOKfXzmq+tZR12S/j9N9qFVdh0eYiaHQZOoDRV/af6/XhiC4H/5kz8/NXYa3146Gcn881vuf4LIYIAzUpe07u3uCt4ABUlTcniqwEVTsOrxtX7bh7OpJ97wCxpgKGUaPft1GXkLGzxwD8uRvdNPb9axDRQiK6hIi6iWjaSNc7YwAyEWHmrFnjxiJ3Tu7EttdfHzeg2NfXh1/8/OcTxkPXGIML16/Hrbfd6sv+xtOZGh0dHXjs0cdw8MCBM+I41F+XiNDf349vf+tbeP311xuy7cmTJ2P23DnYt3dfw/tCddMbL788Uxq9GWOPI0eO4Bvf+AZuu+02/PZv/zYef/zx0QLlHgBLAdwJVx1vZ6PbqhH8DgJQDuxvmPJ/Z6r/7nBmm1n+qRabHCQHfk4WW1dFxL16UBwnfelTZwUpYZ4AlxxYzoJhgxYitIh/bcG/Rt7IZEGm7JunPrW13V8VDDuGMQuMhZPlxAFaOPDLws8yJ+E7BcDWAV0rQNf6xK2CB7xAIuAaDljbwgmAcpgsK1jOAuV4KsdAOfqswDh+70Cy8N0eJMdXFftBRBbe1o8qYMzxd9mrVpevN402AlCW//WaQ/BUdtdZSFhM5LNLcAzXjSscopINmwHKjjGOgHPkk+yAs/y+YlcLEwDzWECy9tFoAXIjGGQAIKJ2ODvLm+BsLK8e6bpnDEAGgJ07d+LwoUPjsu1FixZh185dGBoaGpftd3V1ISkU8NZbb00Y4GaMwbz583Hh+vWw1uL5557Du++8M+HZ1+Giu7sbl228DE8++eSEGYyMNDo7O3HxJZfg/nvvRak04mI/w8b5q1aN2zVNRJg2bRou27hxXLb/QQ5mxsGDB/E3f/M3+MhHPoIvfOELePzxxzE4OHgymzkOoBvAzQA2Y5zkFS6cs0RI3wpuE7WA8okgRzU4jqP+309/P+dYekDh/s/kAa98EwFjyrB5WdcFGhYkZ5nk2u8TYhBSAchWgI2IDjy7hxzCj45M2GMvsagqEiLvrRGnghgARy4GHDPHiV9W51sbM9HKWguI9u4IJrsNv+0IJFuDigDl4BIiINnaaicRG1jkGCSHQiPwBUqssMf1MkdPdIvNX3H55bNGecOD4zx7fKK7O1W9CTMyLDLcey0ikshTjYK8GgG/ZCr+msmyxFqsJmaRI5lMBJp1nx4Yy87HSiJbf75GMTUWJg3CWVeuhPN4H1GcMRpkAHj7rbcxpWsKpk4bMUM+4ujq7sZVV181bnZMxWIRl112Gd55520sXbp03G2fRhqqGzXGoKOjAw/cfz96Z87Etddd15BkoVMdRIRly5ejpbV1wgxERhpEhHPOPRdvv/UW+o4fH7OHMRFh+fLlmacCjdYJD+fAwczYtWtXs7LjCGK4AdH+/fvxjW98A3fffbfXKK9Zs2YkGuVJcL6fT8Ldc440rMFRKJPnk/RcsWCExDMrYCDwMbVuvbGG2QOUSI9ce8/1I4BlBJ1rBD6d5Zd4RLC2PChzicRlACyrStKebifWxyK4WCQwKIh3bQp4D9sCQVwtXD8ZU0HKBWmrQ/Chz0IaX8weB/2xVMBT2YVuJVOFT2dn+FZJRhQ/YRHhOs9cG2hDFuYRcSIfADhGOpSsZr+NKs6VwpMBS8ptIySkSV97EOKP30hvunOU6pGLcwVJH5GcA1fIxA1cfF9G11f8ybl2REU94guG9brQj9G1Ugcq1pJWRD3g91ljN3rImffuzJIrM0NOA+9KnLsBViy3qBhnK8marMeqa5ctkfR0JkEvYpHlM6u9i2HfWRQn7o0hlEEe7boNCgvgYTjmuB3AT0a64hkFkFtaiug7Pj56SiJCj9jH5UvMNmr7c+fNxZy5jU/GakQYY7D8vPOwaPFibHv9dZTLZbQKyIyLbJwJkSQJli5dCgDjBgzHKwqFAm646aaGtvfIkSN4+623sfqC1ae0HyqVCq655hq8/fbbp2yfZ2qM5GnHwYMH8Y1vfAPf//738dGPfhRf/OIXsWHDhuEG2wxgNRwyrQC4C45VHoeIAJivIkcBhDAQgLLCP8ptIcci58AxC6TKPnrlCP1gxDf0+Okx5T9T9okzIuwAiOwiAsnqrpCQa1lRgGpKrgS1JYIVZwsroIZE+GmoAmuLkhBXj6OMPwo4VsDMtV5zq7Iwi5wHSwrwDcBWAFXseuDmM0mFwZECZd1PtD8WX2sFysoCJ9pA42vlQdP93JFouZbQ3xSd78RbvrnXAG7df/HnEYFkZGfUAsvDxcmAurBvGRBF47eqIiseJKsGmZCIdptgYZJosEWuYiPE6o3JVXkkWG+vF19jBBkYsdLXkjjaAH2BDoJGtW4DCC4i6oYrEDINQBnATABvAXh6JOufUQC5p7d33B6bx96ub27fjpaWFsxfsKDh+9BkLGaecFXtNHFs9QUXAIDILp4Hs8WaNWtQbGmZUO2tF9rGoaEhHD92DNPq+N1OxNBrpJGsb1pJ8czTT2PZ8mXjUlJ9uCiXyw2TizTDxeHDh/EP//APOHz4MP7rf/2vWLJkSdUyUtjjIID/I16ViBJmbpxXpo9www1ghCOgEwNleOeAmlvK3BhjcFw9Pxs14I4HstmlFLpnQLF+x4ExVD7cgsXDVvah7DJF4hF2j8MZjukrOuiRKRlcEJDoq56ZCmALgAeAwU+36thENsJyXDwMk5zvD9bO58DsOtCs+lTpDwFU7mmA59IRAHXseEFwQDkBw5WtzlvCabljEqYXbJ1MgrIOJWwd467uH/AeFfE5dX2k/r5E5B7Dk7pjcLSWMuTZLolBcujaMJA7EatcL+pJK04W5JEw43qNqttHgdm5WCAwyJYIqXEFdJx0pwIWRwsS/2rX99E5R3jvdijnVUcTMhKk/KU0yhjePP3E6zYgjgL4NlxV0L+Dy8kYsQfqGQWQ58+ff0r2w8y47977cPuHb8f0GTMaDgr37tmDrVu34pprr50wvr1xxLKLOXPm4JFHHsHrr72G6zdvxsxZs84IkAwAfceP46GHHsJHPvrRCSNpOZl444030NHejnljvO47J3ciSRIcPnz4lAJkIsKGDRtOqwf4mRIvvfQSjh07ccGi9vZ2rF+/Hl/60pdw44031i12AmAVXNnobdE81ab9eCxtzYd7FK7PZF0ol5xnk/33XHvgV6vMdN4RI95zFcg+EYscfZ9nkPWTyh1i7BCOE2AP0NwyBlI6WYE0nHetZUIBDhgnwian5CzkLFmkcINhMs7LligGMtUDCM825sBxHijny1L7tSlsJQBZOW9sARK22ANld1wEZYXdfiBSDAXK7jSKllmTxGKgnGGSyQPzVJllCgl42VAQnpXmpHlQx66Nlpz3sqUsSGYg6xQXnW83bgiIML58MqA5Bo0jiBHDYs8ahzMeg2Mte27kukkiyzdlkY2chyDZEQkN6wDFCtsvrcrJLOLfFwmLzIbjBz6jjLEl/Y+dPwaY2RLRAbhDuQzALAAvjnT9iYfOholTAXKICEvPOQflchm7du3GtOnTGw4Ip8+Ygf6+fry14y0sPefUlJ8eTRAR5sydg49/4uN47913QfIYTFl8LfM7UaOru9uXMm5k9cVTFf19fXju2Wfx6c98ZkzbaWlpwcWXXHzKNdmFQgH/9E//dEr3eabGpZdeiieHsctrb2/HhRdeiDvuuAM333wzpp04D2M3HFuSLwU44pvDSMPd1BM4OFhBDDPybDIQ2NsTXY8BMtncPJ1O8m9PDhwHoBS0yLUmAP6pThZMB8bPcADHHD0W964EUYKVY5Ndpj6IHbCxcitWttuz3vnjDC3LgmODkMAH1Owb5oD2oGBW2eQY/CpQJik44ZhjV+0tr1NWGCl6ZXHPYG8/pudOgXJw6vA2bcTet7f2UEhLg0R9oHKLCCQnApKDRlkS2XSbkqAZA2XtqTyjXDNqLKKrncxf1hic5/jxrLyHRI8sTxUcOGZUIpDsXh0jT8aCbOps/SCSGDLSVQKSMy1l/+prPwqLTDZqyBhCr4xRrdu4+1UJwA8BnAdXUe+lka54RgHkU6UnNcZgxcqVGf1tI6OlpQWbb7wBx4+PkxywwZEkCRYsXOg/b9u2DS+98CI2XXkF5s6dOyGKoNQKYwwuWLMGlTPMzUJj7rx5ePgXD6NSqYxZjrNi5coGtqwZpyqKxSIuuugifOlLX8Ltt9+OKVOmjPQ6OADg+8yNsPs/caRUAlM7DLfAoox6bLL7PPJkvRhM5ee5dbM2cCOLAEti3Scpe1x36dossn6p4NglWDl2zw0bnMwi4ZBkZRTAeBbZARvHIluvq802hwKU8UVX1IGCIoCset5s3xLc9pg8rxqxuyRssAPdZOICIXLkAo5ZqugFiKeJYcooM7zvsgJlr0uOgZd7dexx7HZSK1SLHAY1sQZcQbIOSCyxdF9I3vOdmWfYc08UgvygvvRipNgtU0Ev/51uW97ofvSJhA66dF5CTtZTIEYKB47d0wkpPc3OF5lRyA2wwhOJrMRCv9M+DCwy64U+dg551El6DfzDVQRwJVyC3jUA2jDCRL0zCiAfPXIEBw8exBJJwBrPiLPzWfxGyIztYom33dHRgY5xrAzY6Ig12ueccw6KhQKefOIJXHXVVejp7R2XxMaxhro4nImhFmrd3V3Yt3cfZs+ZPaZtAUBaqeD999/H9BkzJuygphkuisUiLrnkEvz2b/82brnlFkydOvVkz9kiANcS0Q+Yef/4tDKEY4oqAFkYLsKZdGniWYBTADxQRk04qkvWAsbZZQgGKaLBb/5+fgKSWYFJDJLjTVUtX6MVbr7IBmImmuUeIsMBw+SLjyQClrUaGmdYZAEpVIdhZ8BX1OOIRWbjwbHXInN+VYpQmWN0VaPqEvEiDw8rCXj62TPHCqwpsMFMno12gNCGR/hqAQcGmRSa0ugiVPILZ9v6Jawk74UroD6THOAfSwVEtexjIc6l5LUCcyg0jPqpFlDO3ctGc2erBZKrtkPwx6GHJZw+EiKo6WGiOmQZbBkKXsmORU6BVIGwdYx+lbZdJRaQfguDJRIWmcDBBHwMMRLbu7rrjm3XcZQB/BNcd54PYMRJSWcUQN6zZw927tx5SgCyBjPjpZdewvHjx3DZxo0NBRbMjFKphCRJJqQWuVYQEVpbW3HusmVYtHixl7309fVh3759mDNnDlpbWycMSNbzdaa5WQCu7R/68IfHbPemwQDu/uHduP6GzZg3b94Z1RcflGhra8OGDRvwxS9+ETf+/9n7z2hJjjQ7ELyfuUfE0++l1i81UiAzASSQEgmZEFWQxeqq6m52N7soluweisPhKs7ZmTmz/DO7Z2eX5+wZQXLIFssZssgWpRUKogAUtJYJLTKB1PplPhERbt/+MPtMeES8fCKeSsSXxzM8XJibm3s8v3b92v3uvRcLJz4G4giMnOK/JaI3YOzeHrcZ9pof9oluUk6XobhghQYxmwwIxBKwNZbHYH1YamI0nimGtA4MBbgn8Nlw7LDsEr6CN/jFIYyGR5NPRdaiy7ZCQmYAXxawyKJFJogbhAWKlv0jJz3INwH5KWCOncyCAWhvERftaRuBhQAizyD7tNIeCBtniEBWAW0xqf/uWUhhimV/7ToOAIyHsgXKZoEF2QT7fsGm5FaWSyYr8UDYBHbwGYxkhy3bmrhBgE4sIN4XHiiD3HhE28UIOFR3ytG1zDteTDQaMcmU+yJvJoRFFpmLgOWUCFXrZqGYzXfbIuQ6KRmsPwjgOkAI3hbYefhJzlDeLrg2mWRI0o+J7tukKAD4Q5j8K5cwFTZvWmtcvnwZnZ2dM8I+MTMGBi5h0aJF037sVf2r8P2/+musWLECq9esaSqwePONN9DV1YXNW7bMKcBCRCgWi+57tVrFyy++BCLCffffh86urhmsXW2cO3sWH3/8Ca699lq0d7TPibYmIvT19TWtvCRJsGbtGrz7zrtYuXJl08ptxeSjo6MDN998M/7oj/4I991331g0xleKLgA3wXggvw4gwxT5IAOAo00toadRBiG1kosq/KAtYZMFJtf/Hda6Vvg15oGeGkAWotIxV7Qem0fwwDTcpD5vTHXmKT/ZwWKKydl2JWRAsnx33DoxlMqgs4KVXghory86YDZgSlJAgJUBxdoCMWaP5QOG1L3SFxKYKECMwgoL8A3PRpudFcXrQyY5AMwxUA7BsgJrAsi4Xpg6hrINQma9fVkGLRI5GzgTIfNsOXpr82akCQbAM4uXsABlYfcpAMkePAuxPhpIrnf960W9uyZ85jRilClYINaCIi4RD2kDiq3+mK3WnRjKSlVIaXAWDNYzR4Sz3kM8EQW/N+lV1b/txx0M84dnovs2KdoBHIYBxoth3q59PpYdxwyQK5UKfviDH2DHjuuwbfu2SIIgobWGzjSStL5eUm4KGdkoZYwVrFyz6ZppT2tLRJg3bx5uv+N2PPXkU/id5ctRbBKjB5gBe08/9RQ2bNw4p1P29vb24re+/S2cPXsWKhhMqbV217feda5UKnj33XexefPmGqa0bo97gsC2t68PAwMD+MH3v49bbr0FK1etmhMgGTBJJM6cPo0lS5dOunN6w86deO/dQ02qWSuaFf/iX/wLbN++fTwa4ytFCcCTAN7j6Rqd6aotj1sDjAkFgDX8AD4fftx+PvJVjtGekVeUR9l+bNWt39I5J4tRtgvZZw72NiBeUlbbQXvsvwsDqMjYdAEKRFUAqQWxXidaHySHLLK4Wdhna4BRo2azJ+FI4hAoKwCkDGtr9cdGNpE7nvaMr4BaDoGxa4mc3RvBnw8RmFNwpi2bbBPMOLAt7wVMGQw2xw3+9oUQT4CySZLtW8zAcTMv3tUOKLPvngnD7M5ljCA5XF8vRsOYjcBypG+HHQAq5wB7/7BxSREdsmTZI9tJJQoGRlpgTCy8uq2zo8xhLfsSyNmx6LdJpEMTD5MRb4IMchMgMhG1AXgYwAMAVsM04dNj3X/MALlYLOLBBx/Ec889j9WrV6Ont6dmmy+OHMFjjz6GP/jDv1UjGZCb4OOPPsJrr72GixcuolQqYdee3di4ceMVH/xEhJ6e2mNORxARVvX3o6v7DVwcGMDCJgFkIkJ/fz+6u7px9OhR9Pf3zxnQlg8iQpIkNQz/e4cO4dSpU9h5443o6uqqOb/Lly/jT//dn+Cf/1f/HEuXxTrbcrmMV15+BRfOn0ffvD5s2769bhljCaUUbrv9Npw7dw46M33aml78LG37crmMn/z4J7j/wQewbNmyCdeTiNDb24tde3YD8H/0WzHzceDAgaaWx8wnAJxoaqGjHc8CLSDEyVZCwCNQVARxAbHLRfg5aunRNkac4Jc13rvxGscagz1I4pD99d+limGNo9Lttq7c3HeZJEW1sqyfyCwysswfSdY6O9yPcq/G2YI/pzGWRiewRjSB5bNOGwT0qQPHbEho8/cgcUA1YpCD1gsZ31in7DlPzySHAFBbQMYgsimxqQql8uWLVCIA2tq4a3A9oMy2OWAGrYVSCxl6SQFQVoCvl83QJ0cGrEylAUiW444FHI/l7g4dUsLjyX3k7h+IIwq8S4rVtgu7TBCA7I9udMWmkcjea96/0GznmWbvXNJohMB4Iv7ljnPf5nTrGcAzAAZh3qBpGDZ5TDFmOoqI0NPbi4N3HUR3T7c5cs7jbmRkBGfOnIbWtbowrTUee/RR/Pv/378HEWHb9m1YsmQJTp44Me32UxOJQqGAe+69t6mvvAHz2nvzls04+uXRppY7W2LJkqUolyv42U9/Vtfn1SROqSKpo8E+e+YM/v2f/zk++ugjPPLLX+LP/uRPMTw8PKF6CIBfuHAhFi8xPuHnzp3DT370Yxw6dGhW34MdHR3YvWcPnn7yyUmnbZY/xmfOnJnV59yKuRaerWIgQIbsJBdMGUz6DIUA2mD0R2jtegMrq+GC+nGFvh/l5sMpv13N+jplm+UUAJocuCFrnSaAxn16dwHDqArCzp97bTs5wGw3ZTuujjMA2tqo6fzE0BmDMwZniCfZhpVxoWDrkqGT6DtkeW6+Zj+3v7DcCobnVYEEJIXO0mhf2HnNClVWqDBQZkaFGRWtzcSMirbL7FS1y6psh4myYSIzZmiGnWwmP/vd2c25FmfX3GO5OxtFvfug4bbylhVWxeK6H+R8kJVl/pUM1CNvHygD9cQFhQI7PZDxVglZY689lwF7oiXnYPvJPR+kLUWHPO5pUkd3IX9sEgDdMF7wUzNIj4icDICZ8fHHH2NocBCbNm9GoVAAKdXQq/jY0aP41S8fwd//o3+AdevH7/07NDSEw58fxoaNG2Yk6QMRobOzM5KHNKvcjRs3YmiCwG+2x4KFC3DX3Xfh8uXLaGtrAzPj4sWLICJ0dXUhTVOsXbuurrxEM2PBwgX4e3///4DyyAj+2//6v8GpU6ewqgnyCGFTd1y3A2fOnIXWGkopZFk2bunPVIdSCtduuxZJopoCaoeGhvCTH/0Y3/rOt9E1y7TirZiLwZ6NZFiQHA58snwvZ+aVMacwooNayUUtP8vROmVSbyDSH8c1GVfUFuE5Pw9qPNMcWAHk9jAnT3F1HTg2yTeCFMLkmWST3MK8BpfX4yKrEBZZBquFjCQDQps6IAwHcEdBdwFx6nXjwfWSvo4K2VoOjp3XHxsW2TlYON5Wxy4ZLF4MAWsZsckFgLJA50z2aGIPKJILW0WbfU9rk1UuBUHDfBpE5DPREWD8ltm0PTM7Rl+zBZ72M3cJ46YbB4scRsgO17uza7a3GypTcZuIBkjYtH5KRmJRJf82QqQ8GqajxZmK30jAu5b4A2n3RsKwyCKvgPG8niSLPCkXi+YQOMMwA/M6APwQJoveKgBvj2XnSVknrFi+Ar965BF88sknuPuee7B40SIcuOWWuvKKF194Ebt278LadevGDTyYGZ9+8imOHv0SG6/ZOJkqTyqq1SreO3QIW7ZsRVponutEWiigu1CYNYCs2SFgGDBvEt595128+MILuPueu7Fl61b8o3/8j1Eo1gLkLMtw4sQJvPD88xgZGYFKEnR2dDatXuLvHHo8v/vOOzh69Cj27NmDnt7eWWOHliQJrt22DQAm3UErlUoYHBzE5UuXWgC5FU0Jl8TNfncJJhCCCAOQNMpQdQfwAY0fpwQFYx+nMbm3KKOFh2Zeh6wYyCxgCV+dj/763G9JFi6a19+xzEKxvPa3jB5p16EgEouyUIPcAL4JSGYPjqPxWPWqB3gwpBicUc07ZYIFyTKA0RXHQUFe8+q1ycHgsIgLVPCSEVNgbGmXgnUWY2Qim4Ya3uHCluyN8SxwhO0zsP8OhEATgG17495q5gV4axbfZPYdEGkrOcscSM5diStGuG10NQOphTHck66G99g294/RIyfs007LZ4XEzSIDUIQwxGJvZ36XwY3BXmfsvJHJ3xeTZZGFqZ9I5H28JxglAPfaqddW6fGx7jypp39bexu+dt/X0d/fb9LidnZi+44d7kLLpLXGmTOnsWz58gk92LMswyeffIztO3bMKGAZGhrCs88+O+nX3PkgIrDWGBgYuKpfezMzsizD9h3b8a3vfBuLFi2yGQu/RKVSQblcRrVaRaVSMdtWqzh14iQef/QxPPP0bzA0OIhz5841tU55tnj9+g2YP28+/uov/wrHjh1r6rEmE1K/c2fP4vTp05O6T9I0xZo1a2bV+bVijoe8spWHrdCRwh47sGMe0BpVaKqAkEChCPOiuNGzIYFCweyDavS+2h8HbmIapah6VSeKXoM7ia7HRvFyKZ6iquTKjNd50C0Dw2KZBZH4UdjX25FGVF571//NM+JNHTgOBuvlJ0GUMs8WydTIMRjGHcPKI8LJp7oWSUS4nV2uG0gu6kyA1f5yAq3TOtskyLRCRZORVoRSi0BeUdGMMmtUWaMCsy5jOJlFBjMvTaTBDlAbSUCuOeuQ8eHf30Z9kMlGfD+a+8YMRCQn2ZF5I1oBErmPKJRIBJIL8hefEMor7D0YbCcDFycTzIbVn+jUhEhhWOSfwWQXPQ6jRx7zzhOKcrmM//S97+HE8RNYsmQJvn7/fXj6qafx5htv4A+/+4d46smncPToUSRpgoN33YWly5bhww8/xJ69e8ft+auUwoEDt9QdGDidkaYpSsUSqlnzGYxypYLHHn0UB++6C93d3U0vf1YEA4/84pd4/fXXwMzYf/PNWLduHf7n//F/wu//wR/gZz/7KYYGhwAC7r7nHixfsQJr163Df/l//GcolUr4xc9/gcceexTr1o//LcRYo6OzAzft3oXNW7fMSleR06dP460338Q3vvnNCUuNlFK4+ZYDV3VnrBXTGCEwhWE8ha0TyYVHtHZbyyYTyu4Rr9jK9xyjLOIEthpmrj1u+OkOEH6Ooe4ss0KdySvuOAW1K9HKLMwy/3/QFLXfbdHGH1ky6eVkFgJMVAbOEgdSIsaWwoQPtWft5uSjQTOwO+cci8nGLi0ifROCz1Ss7D7ivBGARSu5cMkmmG2KY5+tLZJdOC7eM84iu3CSC1XNtaipWjXIvMcyeM9OCKCdH7xnZAkIR9/BuAVre91N5jqjCWdrBSc37FgG7YXrrhQNif1wwB4BFGRsDO8tcbMwzDF8hkYiKGWcURRVoblgQDD7YY9R+9vflCRUMXWwsowmPGKdP/dE9s1nPJxYVAF8AX82PTDU+phiwgA5TVPceuutGB4ZQSEtoLurGz093dhk7brWrF2D/jWrwcyYP28+brzpJvzL/+F/wOHDh7Em5yV8JbCjlELfvL6JVrVpUSwW0dvbg8HLl5v+arpQKEBrjaNffolNmzc3tezZEqQIt9x2K27cdRO01ujt6UGaFvDH//C/QHdPD5Ikwf4DN2PDho1YuGghBgYG0NbWhmKphPaODixfsRwfffTRlAM7InKdlJGRERw7ehQrVq6cFYC5f/VqPPvsszhy+PCkPLl7e3ubXLNWfJUjZG0F6IiTAACfrACB87GVYTBMmlyzwqV3AJBZq6fa4Tr+2Rkw1rmfAqN22ViiHu52Eok6213pMMIeK7EXE7AMxDKLnA7Z7GxBM8MmwnBn5j7DpghlFWP5M2lVDr40bcGSIvim5xgkQ9l+RK4eJCArllRIF8dAvWCAJtmkI26ZKcvgWMnol8Lokt1adyVMlyLIvBdMIr3QFAzEA4FJIRH5jwW9StCvtVTTbrk0rlXUu87d6CA5uib12jy3bXw94jWC6QUUM2znCtbNgr1toNjcKWlbVQV0AV66Yzs1rG1HQlsATrkOj00OY/2lJxXcDB56EodnHiaiNwEsA3A7jP54zI4IEwbIJunA2rAi2L5jB04cPw4G8Nmnn2HT5k3YYC3cunu6cf+DD+JP/u2/xW233Y7lK1fg1MmTWLx4CbZeu7XRyaFarSJJklmhBU2SBBuvuWZKylZK4cYbb8LlwctTUv5siZ6ensiub2RkBG+//TbuuPNO/M3f/308/uijWLlqFXp6ejAwMIDzF87jheefR6lUwi9/8QvccfDgtN4LWms885tnsGLlChy45RYkSX2P7+kIyWJ4111349jxY+hfvXrCdZHfFhHNmSyOrZjNwY7hrWFWGZZRBGQAn2xnVsLrlfnK7qcROM4B4yjLMoUgbmwhNRNoL0yeZ5kNUKmX/KCGjZVJwBYCR4OAhQ638z62Hum6jHqOUbbL0RhohXElP/kQJLvvFiWyYNfMIHqSZQZKghEOBLPML9sBeggHhlHAJgtcRW4bf73IAjhT9xSsCUQZlPKdLt9KJn9jyrb3YdNTM8xAb6Y4yQiTstsCTmPse3IBpPfdNWG75RCuHYP2DTPu1QPLo73bGC3LnmffyUpxyAwohHkjkXAguRC3C3suYXIQ02kVcByzyCRtw6pBR2ciIUlsJvq8nPxzlogWAfjvAHwMk030KWZ+c6z7Nw1pEBHOnjmLv/zPfwHWjFtvvw2vv/46Xnn5FTNiVCkcuOUW/O2/83dx4uQJ/OqXj+Cjjz5qKJtgZpw7dw4/+uEPMTg4ZsnIlMfWa6/FwinI5me8lldh06ZNTS97Nke5XMYTjz2OocFBLF++HN/6znewbt06AMCCBQtwx5134tC77+Ltt97C/Q88gJtvvnla69fW1oaHv/Ewjh09huefe76uheF0BhFhxcoV2Llzp3sdN5FgZjzx+ON45eWXW1KLVkw6AkteA6CsgSsLonQDhQDYh7LXJdvtwa6cuiAC9cGxAcMBL+cMjIHw+dzoLhdwmu9rhq+z3RLy68LP/DJhjcMNhBkPnSwELAuPJ21DKgOi1/yBBZeVWYSab7IVzZ8DW3GtHrbTCJzLRV5Hi4CgNq4YHLhiyEQ2jXVOa9xQW0wItcmiVYZolaGicmJbONE5A+AErFNobS3nginTClVNzgquLNpkp0/WqDKM9RszMq1RdXpka/+GwPoNXocsdmP27oSzhONaJtiNu0K8jnNT/vqM5e+vu0ftvUMkvtr2kwLbQMg9IoP1lNUa+06W3EsiiXFvKqwm2W0/zg5mvcif/1iniQPrKC7BJAYpAVgLYAMRjXmkf1OpI2bGyMgIGIze3l48/PA3MHDJe98SEdatX4e169ZekRk++uWX+NUjj2DnTTeho6OjmdWccEy19ZdSClprDA8NodTWdtW6WkTBjExn7lVVe3u7Xcw4ceIENl5zDR586CEUi0Uopaa9TYgInV1deOgbD+Pw4cPQWs+IzWC+TkopfPzxx5g3bx4WLBizrWNUxrLly/HmG29g1+7dX417rRVTFxbIGd0x+VHz9pWt2cSzx/nvAZ8ZrK0XMfgNP2uep43Qa4NNwmVueY7p5TrbCBHpNMs1IuFYy+wG6iHWIVOgEyXKwEghnrbCsgrICUFzLC8hRK/FGciGAUoBUgBnBihTAVChYswCvrxNHQeHY5FbKC+3IFbwAgdJcBIykVdgk62rQsQmS4Wk7WxykVpdsg/txBUCZfPwTtJSy7UyS1NpL6f1FYkF+w4KG1bZH9LyueHNENSokexivOHq72+w6I2EMMhhKnMlOmSydm+kXXuKFjl2sTAg2WnLSbIaqmiQ6sQjujnHFc2gbZh5CMD3bEa9VQB2ANgM4JWx7N/Ud9VJkkAliesVt7W3YdGiRQ74Pffcc3jh+RcwODiIQqFQ87paHC8AY0V13wMPYPv27bNCXiHBzBgeHp4yJnFgYABPPPHEjDOV0xUqSdDf349isVY339XVhQ8/+AC/euQRJweYiRAP7C1btiBNU2itx9Trn+o4eeIEnnv22QnVhYhwzTXXoFQszao3NK2Ym8HEljm288Lu2u9uXnnWM3K6CBhoAJ4drZlkfcgoB+x0yGTnH7H1ltULATwUHa4WOAO1z36KZ0PGzxAsnq1WwebCBJJj8mKZBUj8gsV9QPttbaeB8qgdfuCVKgKqQFAlQJUArgibnGMwLWbyn5YxDbLzmX08k+x0ppGLRT1XizpscuCEEc2zMqxxlHzEdLZYh0lF/JRxggorlC1bXOU4gUg0wbLJOSY5s4yuSyjCCNazY44DPtknHHHrAjY5mMKouyyYxuJAHN6TAozd/SZsMWXR/SByCueYQv7T30vB/TVZmGp+9BObmghPmXmYmT9k5r9i5jGBYzS1BjADf/bt24dCHbCjlMK2a6/F2bNn8N6hQwA8IC6Xy7h8+TJefeVVfPDBBwCABQsXYtGiRbOS2Xri8cdx8uTJKQFJpVIJJ44fx6VLl5pe9myMjo4O/JN/+k/Rm8tQSERYsGABHnr4YSxYsADlcnlmKpiLLMvwxuuvY2hoaMZB8g07d+LUyVM4d+7chOpSLBbxjW/+DXR2Ns9buhVf0XDgWAAq54AyO9rL+auGwDgHlGP5RTw5CUYdcBxAFH+skHXORf5XU4/vIsQLw4emCrfJlZFn4CIrOXhQkziJhQXJ1paLbBIOcrIKO9DKgefAkiuP1wUw62AhW/Y6AZJ2A3azYVi7Nwv7BBxDliPKyOeIR7vMWMBZMBuAZEDcC0QqYUAsHPj18opomWyTB8sgsw4WYOuCze5n1utAnpFpk3mvLjDOgWSZj0AyRGoRZ93L7DYGWIdXQDxZOALK+XurIViuM9VsMEqEt78K7iUPfLW59u4NhLWAc5/mTBw4hl822WDkO0bjm2Y6miqxKJaK2H/g5rqMLxGht68PX/v61yN29OLFi3js0UcxPDyMxYsXY/2G9W772RpEhBPHj2OJTVnczCgUCujo6MCFCxe+Ek4DYXbGeutKpRL27d/vX1kFf1xm4h5RSmFoaAi//PnPcd8DD6BYLM5IPYgIbW1tOHj3XRN+DSZSjZGREZRKpVn9m2vF7A5hiu34H/tqHYC8jjaLIcOY5DU3BUsB2IQZtkyhifMR6ADiZ2hO1+y2Hw8PRnLkGva43noOloUJtMmvzJVl5BYhsHavxQOJRWz35mUWboCbZfhkAB8RjITCAuOcwkOax9WBwUhKgK4YkKzaACgvDbCXxYFlMTVgi5tIWcCswiFkiXlFz84zwtVVBrdJVjcELrdMymXZk5YkO5hOMgiaeosVnB+8B02A1Ws7YS4ImYbpcKlGV97dgK6tEhCYGAmbT2Yz4E2y7gHksu2JLZr3tZZyzVnkpSrhZQiDc59uOee34brb5Q4BAE5i4XXF2nYuvMzCl6T975O0kcwQmpYopLZ2cyuaCpCJaFR9pmh4QwDd09OD++6/H0mSmHTVc+AhvWLFCpw8eXJKylZKYe269XP4lmpu5HXfn332GQ5//jn27d9fV5Yx1aGUwk27duHpp57CSy++iH3798+YJpmI0N/fP6kyLl++jJ/++Cf49m9/Z8a11a2Yy8EREHUgjT2w8UiB7XO3Bh4HcwAie4UAcSIHjEOWOGCZayLPQI8a8fGC3R2ACJ0ohNHO44l6QFu6Du5VOAL9qLz2Znk9LkBTB6BYWx2p9usdBW0WU9AGVHsqkAGEqmD2zYaApAQgZVdDwcgmrJ5YrN4agmRlgZZvp7jroHNAOediQWydTOx6MlZkDGXnVQ4kJ2BtcLGw3rJrhgysAaoLkgNqPegIJPYisgPJ0qEIADoCKYO94MrqlcNOobvmcUNG/ZUrA+PG2+aD3J0VzosOOYVztHD3jgXN4kbCApKNHZ6w0JOLySCZmUdBMy7uVUqhvb19xpi48YbxyO1peja9sPydN+7EipUrm1YmM6NSqWBwcHDOa5sXLVyIs2fP4rlnnsXQ0NCM1KFYLOLW227DihUrZ1xmARiQe/jzzydUl7a2NgwODuLUqVNTULNWfBWCYYg8dnZk4XyoL/ayC6dHVqGswrNeDATLEe8XIc78MeDgeCSvmOCjxRCHFmzUKaOWsA5BigeifmCex7GwnwZohQOt4Jg/GWRFrm10pBuVjGnibEExnXnl8yMCpQYc6xFAl70UAAHZGEotRHphJBfsNMnO5aKOgwUgn6E7hfLLBQSzAsPILJzTRc4lI94XqMm8p71uWTM5B4v8VAk+KwjXGS1yfj5jdln4NLOTW4g8Q5aL7AIQ6YVpL+eMgVqNMds2FiAcg2OWGbOOx9LB850P76stLhXiZBHIKoL7yN17TZBYwN4TE5JXzPyjdeYB8lyM5SuW48abbpqy8sWtoVnga2RkBD/58Y/xs5/8BENDQ9Bao1Iu19VDzfbo7OrCAw8+iLSQ4oP33p+xeqRpijVr1yBJEnxx5AjeefttlG2bXrp0CWfPnp22th0YGMBjjz02IZ12mqbYf/N+lEqlKahZK74qEdlhhUBZ1QJhIAeU5VW4bC/gOT84z00BkA6AsQPHwXFCVjs/QG88jJxfVgcn1wXOVLNJBF5JBuXVAufQhotUBk9NexbWa0fZAhnfRm6wHpFneeWcuXYCzHZJG8BVO3iPUR8kcy1IloF7Ro9sAZG9mA701k1RXW9An4Dl3EA+Vx6BdaBbFhs4GIcLVx5kSpCxqguSM643iE/byaenlgF9VQYy7Qf3mfUymI+9TpljnbIAZRnQV+8aNGaIOZoLt2u0T22nTe4TM0/BvZMfmCfrybL3k5VYsLurxz9xvR8WACK6hYhuJaK1RPRHRHQTESkiuouI/p71Pm5KtDIETCCKxaKz1gotXZoVlUoF77//vnNNmGycOXMGPT092LNnL9rb23H+3Dk88stfYuu11+LabdtmxD5toiGJLfbu24csMyN0Z0KXHB6no7MTjz/2GJiBazZdgz/7kz9Bkqb4w+9+11kZynWcivr1dHejUq4Ye8BxAl0iwjWbNjlnjrlyH7RidoWGYdHC18/ybpkA+7qdLSsoz2cGk4eS8prdvaiOpAF1HtThrSoDAmU/WR+B6gA4B8G5RbJL/ojhsnq/kisT1WID53GHwbHG4s1bvSGQWWgYuzGG1xwDouF13wMGWeS4NZWOTrhO7cnokrOy0SUnbWZjLzGAkywwAqs3Ux2wYpAm8wmKtKwiM/B/qsUGzksujNTCDiizWdyYNYzwBHASi9CWDGIlqA2ppFOTQY6lQ2TuRtPN0E4ykAeZ0kzSyctgMuwlZJNwwEA2TUZOoe39rILzlGvr5RZeoqFcv6iej0q9u6ZePdmzyMG62Ke5TtEE+PTR7C8CBTZ7DHdfWf8+0GQHyZne8iQG29XuR0RLANwD4DiA62E8ju+C8TveBuAZAA8Q0Z9xExiqFkCeYAxcHMCxY0dxzRQl9njjtdewaNEiLF26dNJlLV68GAsXLnTgad78+bjj4EE8+esnMTw8jJt27ZpTwEi07qKZPX36NC5euIA1a9fOiI523rx5+N3f+z1IQpwbdu7El19+iReefwGH3n0XaZrilltvxabNm6aknZM0RZIkyCYonymXy/jVI4/gzoMHW44WrZhQCHumII4K5j5Xwmx6GByBJ7hBWBQPDLLAoi7AkxBA7I4RHKYOwAijMWNX/zBcZ0nM1AVbOcAEB4ZjzB77IgNwemYj5xDqsT5f6HSh8jocOR1yMIVJ5K4IFyyQSYoMXba65DbYDHoBkNQWmCsCZfCOXBpmoJ82+l1S5OC1B74ecrPLvGeBv9NzC1SFBccBSJZ5d49INj8ByeKEUXvdMrt/XVbWgmEN44OsyH5nOJ9qM5ASlpuWjp9hhQlw670aW+4B8YNGoFOOGv4KFyYGxWxZ/FC2wbltw2+ODQ4H6gXctqSB91ppHbC3zWCQJ/jMMyn/NhLReQCfArgIA4afBrAawBoAbwC4G8A6AJ8B+BzAXgAFAJO2vmoB5AnGpcuX8Prrr2PDxo1NB2WFQgFbtm7Fhx98gCVLlkwKVEknKhzQRkRYsmQJHnzoQQwMDMwpcFwvFBFefOFFHDt2HLv37J72wZ6hE8fbb7+NkZERVCtVvPDC8/i93/s9jIyM4Bc//wXmL5iPC+cvoL2jHcuWLWtaiuc0TXHnwTvR1dU1of2TJMGZM2dw7uy5FkBuxbjDMG7WJ5ZgB1V5oGwekQZFGHAsANADYAqAsvx/Rc/i3E/cM8chPRtMQX3d/JWe/6MA9NFYZEYAenPrzLwkoQgAb4My83UGEDtVhKw4GbaZLUp3cgsZkxYUlCfY/N9MgiqycbgYAlQbQyXCfwfnp+0bAG2/i5yD2ALmoC6SwFkG4RG5JCM1TLIbHMfeWcEBY8BpRkjZ8xE7PAKzHXxmkK2FqSZ0MCdsK0PSUZPTBmswkgAoi8NIYplhzyjL5NNR+/TU7O4B43xhoaK4uzhGOWj/Btc91iZL94F9fa1UUje8mW0b+xIBV9OgjS0rbq4N+d7dZGNyDHIJQAcMVl0AYCfM6MIFAM4A6LQbXgYwD0ARXuY96WhpkCcYbW1tGB4eRqVSaXrZRIT169fj+PHjk/b/rVarePaZZzA8PFyzrq3NJHIB4Pyo55omGQDmL1iAb37rt3D61EkcPnx4RuuyfPlydHR04K577kZXZyeyzEgXRkaG8Wd/8qd47tln8J+/95/w2quvNqWtpYw1a9c2tMu7UqRpig0bNuDw4c8nXZ9WzJ0goiIRdYTzRFQMvreTj3YiaqjfEQZZEiyEiRfMw1wG3oX6ZHb0qh3b5VjReDAfasGusMeyTaCpDJeDPNAO5RWeP6vPLte01SgLIvxdBwvkF+XJ7joYfpQDh7UMJsu8k23PUGJBCtAZIrBT729P3qdXFQBKAD1k7ODY0paxfpa9RtnCEqdR1gzWMpBOdMkyGC/QG0eD+HKfLFpUFXxX7gKLNjnUJAMM5jQYrOePpZmQsULGqDtgT+bLzCizRlkzKtovk9TVksa6atf5gXyxV7LmYPBe9NsIl1k2GLWTWW4VzDnGOAL54d1Q97kSdj/N9zg5iB2UR6Zj4tdNMiY4QM8O0mMAbzPz08x8kplPAPg/A/hfADwB4DEA/yWAcwBeA7ASwB8AeJOZm+Ki0GKQJxjd3d3YvHnzlLlC9PT24o477pg0O83M+OLIEVx33XUujbNEyLKeP38eP//pz7DzphuxycpG5gqzTEQoFou474EHXJ3lj8R0n8P8+fOxd98+MDNuve02/PhHPwQphX379+P5557Dt77zHRw/fhxPPPY4rr/hBqRpOuE6Smr3F194Efv275swQCYi7Nq926SJb+mQv0pxP4CHiegfA/i7ALoB/IaIXgDwD2HYm58DqAJ4EECFiP4nZq7JYqQtEBbNpTBqhtWzsIX8q+fI+0pel7N9q+oIYDvDYyChAkDIwfdIfoEaWBktv1LUBbE1psN5phj+1To3KGMs4RqglpEWz2FvtQavQyaCShlZJdhpDCcrp6RSgz/1CMCZycJHyuhTWfnjGxKXYN3YYA0rAAS6ZCarObdMMvTommTxTxaZBSmvSSYACDTJ7q4z4MqUkQI5nGTIdAGWtUyyDjypla1rAjLpnIntpzm1BIwMoQiEkAQsstjEKfsbCDXKjoknD1zrkbUe9Pp6O0BtAbeAZwHH9Tp9kjCELZtt2skzy14rrq2yoTnk8WSiHjxnZk1EH8FIKaowcoshZh4hov8vDIM80Kw6tADyBCNNU9y0a9eUpcFWSmHhoskPxlRE6O7pueJ2fX19uOPOO/DYo4/i4oUL2HnjjU2TAExHCEgGzB+JwcuXUc0y9PT0zAjgIyJs274d6zdsgHh/v/Lyy3ju2Wdx6uQprFm7BtVKBZcvX0ZPT8+47yNmRrVaxfPPPYdqpTrpjlSxWMSlgQGMjIygra1tUmW1Ys7EIwC2wsOm1wG8CWATgC8AvAAzIIYA/EcA2+30XL4gY38lYJCtFtOAB0sggizIAATOCHj1oA5sIZ4Fug5HX+lhHTDK4fd4uWWrJ/ngD6sj8xQtN2jYa49rTyBfzYlH8PrcSirEp1gqRQmAkWCPsAEatYW0mz05JUlFxC85EeBrwZUyAJA1uffSHiiLLhkOxJsQb+OwGqbysdxCw8s7cppk69sLp1GWPostQ6eAypOJZsvMtoUmw+om8IPzQpCcue/meZrY+zgDIXE1Rg1QFn8Ry3lD2c6fuDyDyN0jrruYuyHkUoUZ/TSM3ZzIQeQz7Phprr20Rq+dItZh23sG/tqQZeXrDWgdf0wmZXT9XwczZxBJOXA+WD4EoKnery2JxQRDbNim0ouXmXHhwgXn1jCRSOwAse7u7lG3IyIsXbYM9z3wAC5euFhXkjGX4vSZM/jhD3444TTMzQilFDo7O9HR0YFSqYRvfutbqFQq6F/dj1tuvRXnz5/Hf/7e9/Dcs8+O+iaCmZFlGS5cuIBjx47h/PnzAIBDhw7h3Llz2H/g5kl3ArTWePqpp/HFF19MqpxWzKkYgdfqPQnzNPwujL7vIoBhmMEuRbvtAAAndLeSjL9Zrepbqlpbn9jAAgu1dlgyn7HXUDK8pMI8mwMZhkwqmA80Cfl1fjk7ds5by4Xg2LNuqMO6NfyLQY2YZPNfnj3Ob0KIV47+s73Sb5o9zeckJraOQVtQmKcjt3vDSdfuowqm3Gw4kFyEkgpLdbJFb5Kamp3cQiQX5mLFVnBeWhHbwAkrrPw+iG8GRizXqJFquJTUCWJP5QSaFaqsUNXk0lNXmJ2Eoqy1kVvIp0gv3DIjwyiz9vsG86Hlm1jL+XTW4Xr2Ka7DCeE6+X2F+wa/JSvbqN8V4zhhishx7K9QEp6EFm9N8UEGJiGxmH5iKx9zhyKchXHyxEm8/vrr+Pp9X58SlpKZ8Zunnsa+/fsw39rKTST6+vrGtB0RYd68eTh4913u+FrrOWUDJ9Hf349Nmzfh2d88g/sffGCmqwPA6JOXL1/uvi9dtgy/8zf/Jj7/7DO3TJhh1iYdlrD4r7/2Gt5++220t7Vj85Yt2L5jO7Zu3Yprr722KddHKYW+eX04feo0NmzYMKmyWjFnomSnNphR4kdhBsEcB3AbgBMALsDApOUwo8Yde8zMg0T0vSRVKxj0UAbzGl3kFIoBJssiy7x9gCtLMCiKXo7HjLJ8Fwwo93ieHQtu/RpJhd/Fv4auM403qM6UX8e57w4UN6Cxx1yP0B+aZU+RWFjenrxXhMOUXB+Qj8YfUO4LpYYZ1iMG+CZFFk8/zxgTe8kFDECXY3PIJpNILsK00gLajMTC1E/kFjYFNWDZV6NnNm8f7D7s21Ky7REpm/GPYcZ3+cQZsKILEVtoFh9gz/wSG0cL+cyIkOTY5RSEjIGU7AA/eEY5gZdnEABtfxswNYY9HWODmL82MtVlkNkzyMxRn8a9yeB6pVm22Hb2zGFFwgJ5AQKXuGcS4Ts9E9h3UkduTrQA8iSis7MTF86fR7VanbD+80pRqZQxODiE+RPEx0SESqUCpdSYXsOHQOvy5ct45unfYP/N+9HZ1TVnQLKw+zfeeKMb5DhTmuSwTvWiu7sb27Zvd9+r1Sqe+c1v8MWRL1AsFXHHHXdg4aJF2LJ1KzZv2YJSqeTkGM2WwNywc+ekB4W2Yk7FXhiAfC+ACoBFMLKLQwDWA9gN4C9hCK/vADgJ4L2wAGbWfQvaWdhhJQ9eq7NUAtkIVh8p+lC2yyS9cj2gDAhYBiz4NYuuGCH5FHJqLEvqPX3Zb3HlEBQBC9YCYywKiF1hnN0phdC5QRUaHK7eSulIiB8yWfY89EN2emTBg3IgHh0cu46IgCY5oAJU0bDIVe0lF/kzND7AZHUL4QmG3spsQa72vsnwgDiWWxj7MdO24rpgbd7kKlu6nCzrHIPkFFCZrSPBQ0rbimwHqVl5RgiWM3u/ZgKSAeORTEZmodnbxBnZBSO15yjYPCHXfBCtuCYWqXZNJ0sujdTSM8qImWcBxwGTXL/jx76jQeyvk7xpES/p4HpTnVLGGxN/gTvzeKMFkCcRxVIRpAjlcnlKADIRYe26dSgUJneZDh06BNYa111//bj2a2trw7z58/GD738f99z7NSxesnhS9ZjOkIQiaZpCa43Lly6ho7NzRnySR4s8cJYkKCM7R0BE6OjocJ9TXY/e3t4pPUYrZlcw82MwI8HrxQ9z3/+X0coSdsuAYs9QsdVrmoF65JhlET6a7awVVg1QBjxy8ODriucVzlsQK0BF1ucBxBUZZQuCaxYjAIQ5YphsRyEskYLPMekbOZwJyzHfxU6PQyaZLKwhW2+CyWSoEfsih4cZjUW2pxDia5AByVy1VnAlQKX22CEwZ2sbBnjGUnoMJqd2A5BMDhhHIBnCFsMP+mNYBloEO8rWWzuQLHcmawIoM0BZBNTStq4hlQPLRhNvgLIwypn9TGD0yqkFyo7JDb4nMIyyZ5XFJs47BGvE0pywExNedQHCcdpr5CQaATiud02dH7J215btPSqn717UNEPiMBkGuSWxmNtRKpVw4MABFKeIPSYibN+xY9KsZ29vL1595RVs2759XAAxSRLcsPMGFIsFXLhwfk4B5DC01njiiSewc+dOrFi5clYz4USEtra2GRkoJ5p6qcNsbqdWzK4QvbGwwh4Aykt/RLILGW1PgeyCGgBl2HLiGO3eZC+tsLt5cOzZY3l1PR6CazT+VyC8pMeIt/TfR/1VcQN2W0ohsWETUCc0sGUEhaoWNwm3H6KU0yHy4hCF1atSeAY5NplSABmghwFOAVVkA8IVxSUEkgtfP3udlLRNCJLJdToEsJK7t2zXici5WJAbVOZZZXPenon2QDsBa7LA2YqnpR0pPFvfUOa+MRpgIjaJROz9bhhiA5QzyygLq6wt25zCJxip9VD2bx/I9SDMsUNZkHag2KS/rtr6hPpjbw8npTa626QnYr2qI5Bsr0VT/vyPuSvYYN+ZjRZAnkQQEVasXDll5TMzBi5eBGPsOuJ6sXDhQly+dAnDw8PjTgSRJAl2XHed+661RpZlk7Inm+5IkgRbt16LXz3yCL7xzW+ir69vztR9uuO1V19FpVLBbbffPtNVacUcCs3et1XJ61smzyJCGGRYQByuMxIMl9ELMVAGPFj2LGYDRCdsZwiCIfPxSH8g2Gacr4FD6BGxyFEd/Toij73GxIJzCJvyxxY5ARxVSHZQIoWAX5hcGOZYV4F8u3GjBglP1J4Q1y4yx0jM5BKLODbZgFhpBFJsgSlc/U1yEcm65+6SQD5hj2lf/ZtPyyojAMcQpwtTaB4ky3sNJ1jgBMyJYZMdwywg2TYCwzPM7t7UDixr0kZnLPILAImVWrjJLtMk7haBq4WtsSQaCTtY7jKwV2WLlWIGzyKHbHLorSz3Tt0umdNzZ+5KxiBZEq4o5O+X8YYbQDmhmPlndAsgTyJE6woAU+Uf+/Zbb6PUVsJNu3ZNuIyOjg7cdscdE5KB5M/p1KlTePRXv8Ktt92GlbZzMNvBJhFh3fp1uHDhPI4cPjKpzsbVHr29vXj9tddnuhqtmEPB7B/OIQMWSyvs30iBAeJ9bN/fG1wi6Xk9UJakbOySFuReR9dUxn9wsNDhwICRGy97LBFxwS7lcQyKOdqutr6N6l9L5jbY0hbuwHIA/YkCmYVsm3OyiI7BqLOw8TJ3bsIm25NXBcNS62FAJ0abTMrWxVnPsW02u8ydomxnAVukMQZk0F44YK8WJMu7Cu2lF8JeMlsgbBXAbgBgAgQZ/QztHjDJDL9O5CIsnREjGTI6Ym31yQZUZcxIlTKsL5FhkBnI7CA+YZDNpXHmagD7TqFUWzhsAcmORa4HkqPLHN478ruDaR/X+PbmrWGSyctMJhOTcaOYHDZvSrQA8iRjcHAQr736KvbfPHmrrXohaSQnE0SEVatWNaU+CxcuxK7du/HLX/wCd99zD/r7+5tS7lQHEeGGnTunLLHL1RJr1q6dUuvCVlydoQE7SE8ABcxDFwAsmADg2DE3eh8Bgwx2+xCEQSZH5BkmlgOG9sp/bx18DIFxtD7PMo8eDv8LrnAryIEb0XHm9cd1SmoA6McS7CohsgsZqCfI1bhGGMynEm8c27A4oOGzhoRClmqL17EcziYNIQVQEeAMqA4a0JwURf7h6wQwoO1VlBTV1uECyvvxsmODgTxIBsh1rAyYTiy/6rXKDiSHIJpExiJWZ7BlKcMsu7YVyzNhloNPazQtbsfMBE0GxppU1eZtawIzmE90yQms8wWss0XQKQzTj4fXRd58iG9zaKGoaybAWaSJzV1wFV3heX12A5DcjJhoPr6WBvkqiCzL8PZbb2HP3r1TkjSkt7cXpVJx0uWIfdhkpRFJkmDjxo1YsGDBrBvwNloQESRhh/hLt7W1oVgsznoGfLqCiNDV1YVdu3fPdFVaMcdCRtiHTDCDXRYxZehil7GL7Str5R7KFtZYppjYgAWnTwYAq1GGfEfMtuXDgd46IDRij916rtkujPCNYbQ82J5qlozOFjvGj3kU9wE5vgew5OobsJ0hsMsTd+FIu0b1GYWI4aARicglInEssuidLaNMKaAUwFWgWvWyCy/atfBSQLLILpQBzqQYtQPwDNg1INlwr6GzhXnroJw8oAYkR76+CqGem0RW4RsM3qvZtjXpQLdMHihbJlmAMpGGpsCCzU6iSzZA2UorbKeSyF+i8LIZHG9lFvY3JiyyDtjjKD01Av1xnUvqWeTEX0SXsUTeijQRHLckFl/d6OjoQGdnF06dOhV53DYrtu/YfuWNxhDlchnPPP00Dtx6q8s4N9EgIsyfP999l2Qmou2d7YBTa43XXn0Np0+fwte+/nV0dnbO+jpPZ2RZhkuXLqFSqaBSqWDZsmUzXaVWzPKQTF6ABRMCpNwr48D32NkZwA7csy/GLXslbHLoZmBAswECFi3bZVeuWw1rHABRvy74PweYxxKN/npQ8BlvE7ZXLY4ZdYCVZTLda3/HilrGE97yzblJ5PDSaNz2lYKFjie4v5vh4L1QeiFschYM4lOJZQeVfyMQ9XQUA9oyw2I0IRpkCEhGQyBsgKbYv8FrswnOa1k8o1FzFeJWofAGs7plhgYpq98Vij4CykaeoK38QoBy5sCxT3To3SzMYFWZd4eE1yCzA8ocJxqxZZvkIhR1CM1MvXuJAxa50Z0wWndtLDE2cOw6wLMwWpn0JhlJkmD/zftRKpWmpPxKpYJyuTxpmQUAfPzxx7h8+XITauUZWSLC5UuX8J/+4/fw+muvNaWeUx1KKdx84GYsXboU3/+rv8aZM2fmRL2nKwYvX8b3/sN/wBOPPYaf//SnM12dVsyB0Gyz5cEzoz5jWJASN2TBOJf4QOZlHfy2mgOGjC1Y4NrkCI0mwOwYgmO7yHyGyxqc43j/RpD7r05ZYyqhHkOcP4gHxRQkECGnSQFIGTCqUgNWqR5eyh+ZG09h9SRDnlSVXUY9Mw9rLaeK5nt1EMjKsh+CiV32PSmDGYA20gejmY0z5sl3lx1PAFmUnS/IwOeWm09m0XvIwD8xb5ME0io+trsGBNYF6CwFcwKtE7BOvZ7ZAmnNChVWKGtCRZvMelU2WfrK7LP1VWW5nUymPu2y88l6GZxXzS3zGfVC5lgucv0LbTpPHppGLxtGvzXGHcJoN5ow6rqZjRaDPMkwA8DWT1n5H7z/PkZGRrDzxhsnVU6SJGhv78DQ0BDmzZvXpNqZWLZ8OR7+G9/ARx9+hGqlguIUdRaaFeKRvG//fvT09OLY0WNYMH9+zGJ8haPU1oZCoYAPP/wQfU2+V1px9YUHxF4Oochn0BNwEcoshG0UzBf5IZPNQsYBewyjYyb4n6mwyu4xP8rv1w2m9oesC1I5NzeZfnPMRk9obxfC+IojA7vX+8oBYqdDlgOL5he2TQsGoCKFx06jkYeNVgWUn1NuWHqX7IWNSEs2IJlSA371iAHqwiYDBsBD+wQi/sSt3EK4PKvlMHcXrNwCCJlkt544kFfIXRq2qUJ0V3ifuKDyYWN41tnZz2kr3VCZK9UYTouq2KiSK/AD+RTBZeJTbLS+xO4MzffgyHLv+oQhnkkW7b9IKxCC5FyIPj53NRHdCCLzqLvt+EM6JhPbeeafxy2A3IQgInxx5AjmL1jQ9IQOw8PDuHjx4qTLUUphw8aNk5ZX1AsiitIoVysVXBwYQG9v76xNU01E1sJuBwDzR2h4eBiVSgVdnZ2gKdCTz5UoFAq4dtt2/OD7P8D9D9w/09VpxRwIeVg7KaN9kZ2QYYHlNbmTXLCFQgQnq1C2DOOGaxguU54AZdEnwwGpECzLE70etAnnBT/Wwp446gHpseHJGGbnyxkL7nCQhSwI1FZrYCvv+Mxg4JiXWdjUzRabyCA4VSCADHPrOigCZnM46Qon6LZ3IMqVwW5dZPMmmgKRXVhLOJQAVWAnuYDtCLnD1WiSbeeAdQCSOZBbsDsfQmKlF1a/LOmsnR2eZdzZJeUOGsKfqF8bNpAH3CZLn3XToMw+7ywYZ7ZgWQby6SDZiLV7E5AsTWT3MXIV3/AC70O/YyHvRVphbg9hzOPORiPAaw83NTGKXeGVY+ZxQwsgNyneeOMN9Pf3Y/uOHU0td978+U1J/0tE2LN3TxNqdOUYGh7Gj37wA2y45hrs2bNnzngmnzl9Gr/61a+wYcMG3HDDDej4imiTHUOh5Q8+4fobrsf/9b/651i0aJF7nS0hbfJVaJtWjC0Y5lWvsMcGdxjwITkjMvZGXIaFI8tWsXuYm5wRBjgrSThCweA/YUThvZYjMAmgAQ7w0IbDZTk9ciPGt86gvlHbI7dNHmSPVgS5T9EXZ2DJxWZ9edkyySQDrEItMsEDQZLMdkYfmxSMH7Iq5IDxlRqu3ro8OEbAHDucyb58Rb5DUwCggeowkGjDJrszVwzKQps66fhQkI3PWV9AGF0DkhPbQZBse8o5e3jdsYWaJNkRzX3p6huQqRDgLO2M0OmBAnBu7mxmBaaqH4tjnS1sYmnTtbFMv6SyFgGH2L6Fnb16lyCzM5IQRINstU2PKAKkV8pkN9p1b1ZMkAluSSyuoliwYAEuXryIZvohExHWrFnTFCu1RiOwpyK6urrwre98B6++8gouXryI+fPn+9HXsxhULVu+HA8//DCef/55PPvss7jjzjuRZRkGBgbQ19cXuXbM5vO4UuTvA2bG22+9hddffx3MjMWLF+POgwdxaWAA5XIFq1atwtNP/wYXL15Ekijs3rNnSgaktmLuhg4ApPghKyZkZPTDCTmHWgjKEabMkITWZ4AlmYhZZgY8SWI2RhZk6WPLKru4woM4DzkaA1WuM1e7NmakbSczB75r92v8N5gcYIMDvYZllxTKsn/oy2tlFggY5DBpSGCtRtoAUy7DI7ErAaSgkcb0+OAcMx2AZWK2kl9yOmiVAroMcAYkbQFIlmQzDrjaxcpLF2p9kgUkh9n2DEiGlWKYtxfKtS/bylIAjCH1lxl7RGHI/WBIa/NmGWPniIHUzKsqJJE0W9mFNKi5TkZsndm3JwS4AXPk/vPt6jtxZoWWDSJZBbnG9yWN8ruYSvbYHn/CqGN64MqoMWaAzMwol8stW6wGsXjJEnz+6adNL1esyZrR5gLgpzpRhtiFHbjlFteTHh4exulTp7F02VKk6ezrl0k9582fj3vuvRfVahVJkuDixYv41S8fwfDwEFasWIm169Ziw8aNqFarGLx8GZ1dXbNWRtIoPvnkE7z7zjtQRCiWSli4aBEUkcmyyEBnZxcUEQYHBzE0NAStTYpWZbXbs/H6tWJmw/kgk7wmhgO68kpZ/I6NHRwFbHGsS3bz7HXL2j7I5XEr4EDUpQYG8JhZpxAc12OPw+/Ibes/PaiqW15UVgBvmWse/gL6I9wqp2LBFAfAzuwk0pUAKIfyA2v35tJOE6BSK1fIYFJCC55SAGkrJbgSYL7CMpYTEmxrwbJzRiN/o5CyoL0KVIeApMRQKeJU1Soum5QpNEwmYtaJI4OyTaRdO0Yg2VVZwC8HfSu7LDonsppv2A6AbSfROFubEPEUZttBZF0AIwMpDUmIYyqg/Q/E1iSDH2xpj1inrQOwycJvU/Dd29KF2/jzqhcG3EcN3MTwAyEnsvPMyxzH/KQrj4zghz/8Ia677jqsWbu2BZRzsWrVKixetKipZTIz3n/vPTADW7ZumXR7H/78MM6cOY3bbr99Wq5d6AtdrVbx3HPPorenF3v370N3d/esvX+SJHFs8fz58/Gd3/ltnD9/HqdOnnTbXL50CT/76c+ML/Sma7Bx40aXxlveIszG82Nm/PTHP8aRI19g3fp1qFaqOPb4E1i8eBH+1ne/i3nz5oGIoLXGosWLceTIEbz04ku46+67Z+X5tGLmgyFaSMMWi2ZYNMUeABtQIGywZrNO7N/MOmFiyYErsoAjHKQng/bE9s3zZAEDZyOvMA3rLZ8eHHsgxBgdL+RBcLi/AM1IwhGysbmyxBLPaE/ZvfqHADGXHpgdi1lzdGIDFkkFDDI7xpYUAZqhisZ2LSnBA1kWICngLy6a8/P1TiJ/TirYxCYSYQHlzGY9kx/AlwlINslFIvpZypQ6EIxkAyKhsGDYvqcgagCSwc4STopndxyBoP5+cYd2X6V9yDdKbjCg81cmDUIS6JPFR9nsK5KYmoam4D6s37JBnXKJQNyysKsVdvbqg+b80Zr3svkKDPYo0WSsPqEYM0Qvlkq455578OGHH+KxRx9rZSTLRZqmKLW1NV3GcPz4cZw9e6YpZS1ZsgSnT59Glo2aU2lKorOzE9/4G38D3T3deOKxx5qiq56uSJIE8+fPx6bNm7Fh40YAQE9vL377d38HNx84gMOffYYvvvgC1WoVH334IZ595plZ/ftQKsG3vv1t/NEf/zH+0T/5x/i//Tf/NRKV4Pt//deoVqsADJD+6KOPcOrkKbz++ms4f/78zFa6FbM6BCT7hCEcDCCyXrDsM4Ax/DoO9gut31yZgLX98lZx7MCnP5bbFnHKXSkrAsThlPuTnQfGkTXcKH/eXfkBCGZX11owXS8crJFOgHCEAqxsyST2boGtm+8g+HUmGyHCvMZQRRKMBvFKviKGYX8uUQMHGSrE8s1NVcNUswa4aj8zuGU6AzhjsLVhoMRILrIRA5S125/ddsx2P2cHZxhK11Is9mymNY1Nm5Uc5OzeooxzYgdnbd1kCJ1YyPn1FO3rtrf2bnC2cCYrn28/YwWndWps4QI7ONZ2ypUVfw+noB4hPW/Pz51XA3BsriN5B45gndxB+WUTDkZUv3FNzTj+JGPMDDIRobevD/d+7WsYGRlxGcny23xVQ2uNJx5/HJs2bcLqNWuaVi6BmvZKu7evF6vXrJk2LXIYRIRCoYA9e/diZGQEhUIB9QZ+zdaoVz8iwvIVy/Hg8odRqVTwv/7rf40XX3gRDzz0IAYHB/H5Z5+hs6sL/av6oZLZI8MgMqBf6tPR0YHf/f3fw//r//H/xLmzZ7F4yRK37fz587Fn716UR0ZmqrqtmAMhOIngjAcM1yaJPxhwKactg6is5CKDSRYCAOLNqixIFuZYTA5Eo6stKy1g0jNwwW+swc8tD2RlaQiY6/2FjEEuW/YRXj4R7Mc1e+aODdM5yMORGKZ4GtczjYB3swjlApaxlLEmklrZNpJhkAGwkVgkJQNEIxaZfPORtI8/QE0j1Mgx8h0NV0hQjlwwGV8nZChbxxJFZgBh1VjSJe3W/sz97eRYfgF4JtlkFzHnSCajniF6LRDMMeWANi4byEkqhHL2LQu3M/w96Pcl7yYiop9gUJ9htOX+DJKNkLbMcq7rFrTZaAremjXu3s+D4+CuCjoOgJWFUG7/ptqrfYVcLATkFAoFAOamPn78OC6cP4+N11wzp1IPT0VcGrjUdPC5dNnSppVVLBaxc+fOKUmJPdZQSqG9vR2A6VS8+847WLhwIZYsXTprAOR4QqQUSZJAa8bQ4CA2bdqEv/yLv0BPdzfOnj2HLVu3YP/NN8+K82NmaK2RJP4eEM14R2cHBi5dwuIlS9yy7u4ebNi4YQZr3Iq5ENo6nTBZNwphJy2IEscKRcbfGEDkcqEBsx6W8bWD+syj3gBoY/0mINwOQIMlUUNgZ+vEwfJ8NGKN64HcGkY5NwGeUA3ndW6b/D6NnhQUzkTALXzxbgFY5M4gYDh4xc8GGbMiR0KTZZGzERbL3iivhJNZNApGpKNu+MjLg075lAsWAnARk9sRmZSY2WwQ4KJxuSDYTpFD7kEoZZdoC8j8oD1zDxjXC9FBm36acjeJnK/va9W5eeR8baWdHMN2WMjOOws52PzblCC8I0yxBObUdjS0HVgp69kfb7QkMTUR15cjoOsvgLDuRFnd/UYrc7zRyJN5rsSkqcm2tja8/MGHOHH8BPYfuNmB569aaK2hWaOrq6tpZRIRNm3e7OabUd5s6sSQfZj+7Kc/xW23345169fPChA5kUiSBHv27sHatWuxcOFCDA8P47d/53dw7NgxPPH449h4zTU4fuwYevv6sHLlyojBnc7QWkNrjTT4nTIzhoeGUK1U0dlhdNREhIMHDyJJU4yMjOCtN9/EdddfPyU+2q2Y2yGPfuODbB7kIcNrQJcHRWTBh9MlQxIqIGCczTbK4gLjcuEdLdyxyDNlhiDlAArQFbWUeW1yzWc0uK7x+dcvrT7wzu9VLyKQbFlF44ecBCguAMmBR3KobWX7SWQoeIObCSrHIudBcgReG1Q7ag9ds7rxiZG9TpZFZiZxr7PEqwXJNrFdZl0uVJtNLCLsbp7pVDZpSuDgEKbCJqoFyYBgULLtJWdBtvPR4BwQukLJQL/gIhPFzLLoywP9uH8rQF7KYWphmV2xN+TgmuejXi+kboUDSYkku4bvqITbjFrWBGIs2L7ufjOPBSYFkIkIfX19+Np9X8dHH32ELMu+sgB5ZGQEOtNuoFYzY3BwEMVisSlty8wOqDU7qcl4g4iwbds29K9ahcuDg65+4fq5FDft2gUAGBoaAgF47tlncezoMSQqwZ/9yZ9i06ZNOHr0KHbv2YMbb5pcZsSJhrRpeWTE6aSHh4fxs5/+DOs2rMeChQvctpJF79KlS3jl5VewZcuWFkBuRd3QbFLfKmF+7UBVmyDNgFrL/Mm8su4UgJdbAIZhdttblji0fdMWL8hAQMB8ERZa1uU9LcLBenZTPx8CP7esVnvsADAL8GW3P/tVTjMd7yewlqPv+Qi4Pr+ehCkmkDHL8+PEHKD1YNlbjpnuC1uxsVi+QRsv5GwEjkWWgzvgKPNx5aPzElAbUuM55YhvV4LXOwtQZoC06d2wZY6jHoUiN4AvGwTQZhKLuJO2FfcOaqGzhWTK076tbBoah2MR47AQLBt2ODoD06Z5TOoY9xybH0hkgsbLscIhWPaFCrvsO112ewJCP+wQyNZ7XIb6YwPCEwBVex0oOvk8OOZmAFQWOccEdp3rABmAk11stkwnMLdBzkSjUi5jxcoVU5Jm+cUXXsCCBQuwfceOprTnu+++i87OTuzZu3fGr49o23ut9dzIyAiOfvklVvX3zxjLOpEI69ne3o5vfec7eO7ZZ7GqfxVWrlyJX/7iF/jafV/H22+9hS+OHMbOG3fOyLllWWas6x55BIcPH8bI8DA+/eRTJGmKv/9H/8Dp3cO66UyjWCxCzaK3D62YXWHSIXjgKGl0NVlI4rCMoe4MoGELhMmxZYlFOiFIVvCMtKIA2jBs+XAMXVAhH+T4wVpCtA6ANcs5D23c+vrLOFpfb9sIcNepZlDdBsylP4bPmmePLkylY4xFZmFOUlh7AamsAErIZLGrAlSE+PHFLHK9CEBxCI6ZuZZJzoPJ8AQJ7gI6oKwBJGTrZztatq6srcuFjl0uKAKyBFLKM+ccg2QAYFaOcZcOgJdLhJVlwaTRMufyIQjfnVo9oEyIQbNcJ0TXC7aO0mgxYA6OzwDDg2dTQUmaI/UK9g0GJppyq7YoD47ZbifH8LrlGEBPJCYnsZj5Z3/TDE3DB+rw8DBeeP55bNq8GUvnqLZ0vNHb14fde/ZMib532bLlePedd3Dttm2TlkgQEdavX49nnnkGN+3aNSs9bd977z188MEHuPnAgaZKVqYriAgLFy7Egw89BMD4Tw8NDeHP//RPoTVj3/59KJfLYGa0tbVN6++jUCjgW9/+Nt59512UR8po7+jAvV//Gq655hp0dnXVrUt7Rzvu+dq9aGtrm7Z6tmIuhXefMA9hcnpkFSxTFv8wsVlOIpkIQTOQ5JlkGKAkjDMJKDab2QGBMECQvJssBduMgvWiT1MM576H28Ql1QPE8DixzgF51Po0rqGfr+XB88ylWe6yvEnDEkyiDW0lF2Qs36rlYDdC3qI3V5vgyIL3nM1IblmDs6EAe5GyOmhFzsZZQDE0AQmsIQRDKQAJIRux94Arx94UjrCVQXuAsVqjiI00bLIdoCbX1t1DQU1FnhGdQT6piAGo7CQZ0tkLu0bSqHW6ThFYrkPXBy3nB6Pa5SLpcJ0ABIA2d9+Qdp2AcLtGOuVRumnjjtnABE80pgQdlUolrFixEo89+ihuv/0OrFi54qoHyUqpKQHHRIQ1a9dA6+ZZsy1bvhzdXV0YGhpCd3d308ptRpRKJdx19914/rnn8PZbb2Hvvn0zXaVJR3d3N37nd38Xr7z8MlatXo3tO3bgxPETePyxR3HT7t1Yv379tKXjJiJs2boVW7ZuHdP2zIxCoYAVK67+33ArJhYMMzRK7NRkgJ68JWfLJsvAO3G5ECcL42UsA/HMQ1yReUFu5BnmvhNZhgHFZl/AYwvHJAMRUAYaP+rzGDAEx/XALyM4r7y8wm7JwaexoUOeQwRzYFeXEzfnoVHjGrM/MQbIgTB/DtEycWEIAKpKCJQwdAaj7xXgSjEMDysWscYWHLPOL/OdhXpnEEkt5KawWfbEIY2U0SlTat4e6ASghEGKUB0GUmKbepziC0ymHLLMKTtfZC+1MJ/et7im00JAXRJXTilkmp1W2bPG0mmRpfWlFQiAs61A3hdZOkWEAHTDlh/WN97e1EyOAeRt06KEIsHvqNngeDJ2bbMBWE8JQFZKYcPGDejo7MBTv34Sd997DxYsWHDVPmC11hgYGEB3d/eUgORSqTRmQDOWKBaLuO+BB2bVgL0w0jTFgVtucd/numTH2MGtwPIVK9z3ZcuX4ZbbbsMP/vr7WLp0KR586CG0d7S79bMhmBnDw8N45+23ceNNN810dVoxi0PDvJ23qRgMSAYsS2zAcWIlFwzLLJPZNrEOFQxGQmS1yoAAZW2BNKgWJBuu0AJOeCIxBMrAaIDTRDQYT5b5YoIlObAcbs/xfKNt6wHgPDCvFxSCsmBQXrSX7Xh4HXKwDL4nYSQNFiQXgWwIBg2EeGYUbONBsgfHLH7IDC+1EHY5v7+w2QQv+VAAKyupsL5+rKzOPCHXcJQYBjwbgrnhUkBl5oZywBsEViZ7ngzaqweSzblYQBtSyHnAHF0IRH0Tt5cwwByy/JL6Ouw2yR71wHAglwA8YHbgGRBQzxzuU0v5c3Sf2EavOZH6wNgvm2zQJIDuzD8Hp8zvi4iwfPlyPPSNh9Hb2ztVh5nxYGacOH4cP/3JT6YsOQQRoVqt4sKFCzVsw0TLmy7GciIh1ml+BDLj008/damyZ8LHebKRPyciQn9/P/7O3/u72HjNNRgaHsLg4CDefustnD51yp3nTJ/rm2+8iU8+/nhG69CKWR4MZMxuoF7GBiybxB/sPs025vfsEn7A+CC7+WCdDpcHDKwWLS8bwBEmAhGQ6gjN4HcU/pbyy+uC3Qjk+mPK/oCXleSPH87XbbBgnnNrYo4w9zc6oDUj/1yCB1MW6BEFTgkkEzwyVDbjYerP2RdeD55wNFvDJOvw0yYK0eyTg4RTFdAVBlc49+nX6aopQ1dN0hCXOCSDO5dsECaBiD2mlgQiRssDSQoiST4gyT8scOPAuoNd4o8wAUgIHIV6N8jdJewIt5V1kOP65CEygRWg7XdtfZGDBCG6JvmIXa/9/lF5iOsc1zWYwotrtcb584uWNYHBrdt+Y5wm7p/cvJhSQ1wiQmdnJwqFwqwFY82Ijz76CKtXr55SRnZwcBBPPfmUy3TWrNBazzgIu1IQESrlMn7yox/j888/n+nqNC2ICN3d3dh5404sWLAAiUpw8uQp/OynP8OJ48fx2aef4sTx4zOS+RAw98axY0evCplLK6Y2tAPJHhgLSI5Bsf9keJAcgmFdByQj2KcGJHMAYIMyI6AsUx1AnN9G9kduef57uAxhHXJstNRTI8zqxxbc+zJ0vsx6UXcF51Z4kOyAsltu1pE8+YlA4hRRtQy8nerik9xJOZAcAFOT9Q61GfSqtZOWzwosOGY/X5HtzEBCzsLsegApc6GyIX9MaPb1cJn2KAeSKQKSITCG13y4+cYZ7XIgOsx0p3NAG2H2PMnSZ+YNWK4FylKWblQGh8dMArBcD7zXZuLLn2sEjAOrvMnFxAHybGCQp3WEFjPj1KlTaG9vR1eDAUFzLbJqFV9+8QXuuueeKT1OW1sbBgcHMXh5EL19vU0pk5nxzttvY968+bNaJ05EuGbTJqRpit88/TTmz5+Pnp6ema5W06OtvQ13HrwT1WoVRISXXnwRL7/4Elb192P33j1YunTptCR5YWawNlm57rn3XrS3t8/ae6MVMx8hwJVXv0qkFTBesA7M2uXKvudWBLgBemC4xCFOKArIqDGz3CdS0+yt5Nx28rLZgtz8bVsPX4ascX65gFmEoLmRHKNmvs5+IcNcZ98rR+2r9IZnlJNhOMcL+R7gEFUAsmHUEtY5IjFqo4A9ZulZBGmgY5Y51+uQUwFiuUUGQLF1sABI++QgyupmNbx2nRIGZ1aT3G7mTUeA/EhJpYzkgQBiUbnDgGbXiahzfrmo/RMoCzi3nzSM0PD+xM1xw+85/xMGnKdyuLzmblE1610Wxdw90uhPd42MInS1aCKLO2GJxdWqQR4tjn75JT54/wMcvOsg5l8FumSVJPjaffeht7d3Ss8lSRKkaYrBwctNA8iA0fu+9NKLWLrsoVnpaCFBRFi3fj1WrFxZk6Za1l8NIbaJzIy9+/bhuuuvx/vvvYf3338fCxYsQKlUwvDwMN5+6y3MmzcPy5YvR0dHByRDXl7KMZ6QMk6dOoX3Dh3C/ptvnnGv7FbMjTCMsWiPzQNaMosZbBTMk304BwBYMuXFYLgeSLYD90QDwAwdgGRJFEI5oCwROcE1AEMxFInBcMQ2W/CZB9E12+b1xZw/Rm2FDDsoG9T5LTcEDx4McwiUAmsKN0jP+iGDjMwiCynsUcKz9gE4DoCxA8iWihdHCw7pclNJ80H2uimLKRPymWcSuWFsh4i9k7HcA5QwdJmQKQAl2/nKv3RTli0lA7bD7HcI9Lx5P+KwXRuD53g7+e51wvA9BUk/Lfd01CChG4ldzvYqRoP3GnSvcscgIDi3BhH6IMu5hAPrxt5zq198k6QaMxXTjoh2XHcdmBn/9t/+W3z3u38bS5Yume4qNC3YMhhTDY4BA5D37tvr/IKbEUSE9Rs24M033sTxY8ewctWqppU9FUFEzmpM0pxXKxWsXLXKXYurJeRcOjo6cP0NN0TnR0SoVKp4+aWXsGbtWuzZuxfVahVPPfkkKpUKVq9ejbXr1qFUx5P7Sm303ruH8Oijj+KWW29BmszeDlMrZldoWIkFGYMtwyLLs9ryZGEKM2E3LQDmwJVC2Ddj8SapMWqXu+3Z+y070tRab+Vf1I4GFmK4EsCUAPhKARFUYQTLOC4saB+RV8i4NR0CZyc58ZKSOEJ/2vonIWyksJSerQyBExyGs+S9JQsDoEiuQN82uY6G04zYk3MeyHKCVuoQDtqLALIUpmx1rDSXCMaGTln2WBtAS5qgCmY/m4DPgkYCCgClAQNOkiIk/ltHykotrL2bnH9krV0D5nJovl671wXVHJTl/3bXZN+TY7AF1ID7beQ9rk3mSH9NhWkmlu0CCzpi95uj+MrVnFlE5UdbN+F5mr9vxrXvzD/Pp/UJKMzW9h07sHDRInTYUftzNbTWOH3qNBYuWjjljhBEhJUrVza93EKhgJsPHECSTP2r+2ZHkiR44rHHsf/m/Vi9Zs1MV2fKIs8Il0ol7N23F3v27nF/cJMkwZatW3Hy5EkcOnQIH330Ee65914QEY4cPoy0UEBPTw86OztRLBbBzBgaGsLQ0BCYGe3t7ejo6ED/6tX47t/+LnqmodPXiqsnRDdMou+1bhTyEls5pk7S73qQbBwuxPpN3o5bMAzrVuFeV5ttwmx8skz8kPOcmLwmHu1u5mjef4sG3YUTx3tpv7MDynmuD255sCSniY7rk2fyxvp7DEBYjXTAAmVr9+G4fsvgArWyippiwwjt3RiOUQ4H7bG1OAnlFlKf0HKOiAI3C4C0tXljgtJyf5kOmLZtoewNQymDEoIeNkCTitKRqA+SQ3Dp3R6kNaI9rtzaET6Ou1nmHDlu/6hB/fZsQTIiwBtu5yfHNLNcT0Giso3c87n7LU92Bws53GBc99toke+ijj0mDKybGDNCEaVpilUBWynuDxN9NTwTwcw4ffo0Xn31Vdxzz90zXZ0JBxFh5armA++pDiLC4sWLcettt+GJJx5HR0cHFi1ePGfun8lG/reilMLy5cuxfPlyXHfddahWq0jTFCMjIzh79iw+//wwTp44gQO3HHBvcV595RW8/vrrKBaLuP32O7Dxmo3o7pldvtitmP3hmU8rbxCdMQz49awruVfboBh8IrCBE2DsQYvwWgHdF8gwCGQJUH9MMWyAlIPaB24+9XR0TgHZ6nEd1y6DBdT2XIKcGQFYtmwxx/vUDCActZXH9ndNFCn5wup6/UqxdqLEgFlKgnX1IqiwOVYwMM6crAHH4lghjLLsE0g5BIdFMgtlgGygUYG2WmTFBhznQbIGQaUGLBsmmZE4tp3iuit7QDkJx9gGdZpw1APm+RLtfcQ5a7noU8Bv8D0PjusBZQf2I9RuP/I3QK5d7DKO1k/2eUrmgk4kvmoMcqM4dvQozpw5g2u3bYNSak6AHK01Xnj+eaxZs6YpKXjlj+9o5661RrlcRqlUmhNtNB2xYuUK3Hrrrbhw4QIWLV4809WZFRHqmEulEm7atQs37dpVs83NBw7g5gMHZqiWrbiaIoORWBD8+H9JEAKYZ52SJ284mCj30E6svrTeAD2Gya5nyjDLDRFqNMxAmIAEjoHLJ3wg+1+eKQ4j5vZy4DhAoBHodduEUgrOwZt4qnHQcMvITbmaB3UeK4CxZ0Js24J9uRQ0tQK4ApO9brSiLP5y0onoBLiuFtkDZam7rxYAd9MIgwxlGVVtHDaUbWgNyoFkAGS16URQibmvqoMAOgxX7OQWDASvNODtOmoHz12xWWt7W8GJ5XbO31zRDdkAHIfzbH2P661zd03IFofgOf69jB617PFkOgvmNzHxgX6zweZtVgDknt5ePP/c8xgYGMCevXtn9WAxifLICCqVCtauWzcpsMrMGBkZwcmTJ7Fy5cpRyxocHMTPf/ozPPDQg2hvb648RWuNs2fPoq+vb060vwQRoX/1av9wGkNH46sSo7VBq31a0czQbKzdyEorEiI7GIoceHSD82AffpKiV6hIe08mALzXAOz6gEkOB/fBgGANAefyHU7uQe5VdRB1AHH+u8GSXLMsL5+oB1nCfYzW2P4LwWW4Tz2E7mapZtmYgsL6x59O2iCbkgXIUX+FUNO7qBfBidcM0guYZFkv+mXXzyD4LDMEQNJOa5heFQOajR5ZQVKQ208EZhUWEFJqE4kMAmi3cgtmIDGALS8lISJ7e5nzpbBhxhr1tndvLsIWjYFqfh1LpxC5ZC8R6A1As8iPgrsyTEri9NFhj6QhuS2gOLjfJsXiSjkTLWPmn1GzQnja1dWFr933dQwMXMLJkydnujpjimKphHvuvRddXV2TKmd4eBjf+w//EU/9+skrJhpRSmFoaGhKfHGZGS++8AKOHzvW9LKnOojI2Z99/vnnqJQrM1yjVrTiqxMh8ylSiyqzSx4insjhp/FKNvNVSLKQOKFIgLEa+iRLUpKAwIx8kAV86rCOwcTBJ+eWA7lyEJOBApbBkRrArMvXIdjeyCvM+cK2kTsvCwZr21iYuDEit1GBbQCUQhJ6vGjAE5xWd8xRQ+aZZAOU2fge55OGZN4TmSVhSMX4I+vAE1mLV3IZLomIeCfrii8DYEAZj+TqiEmlreX4gfSDNaA1gbUFxXaetU8kwnqck9vPJvfQiZ84nCRRSD2v4vz2ZrnWue3ku6QdzCUtqSnTlWu3R+zJbJbbnkNT4KF/EzLeqSWxsCEJRe6eQ1reJEnQ3T15vWaxWMTBu+9Cb0/PFQf6pWmKtJBOCUBWSmHJ0qX4+OOPseIKTPZsjg8/+ADHjh7F7j17Zm0q7Va04moLAbaGAAzYYyt3AOC+AxaiWb2xoxGdi4Knmg0jDa/FzFnAKWb3glnZbQwJZ+UVjmyOmWB/eGG5GqmRPUNZDyyHIDxkl2vkFRyD73rsc/gJBxA8m8esxsbojiNC3S2J/ACBlrlRcG4+16PgsPfhBuyxd7MQaUZYF3vKMkDP2LyZiojFG8mbBCtlUDD3Gch8ijyHAKNJVlaTrBlJScoz95G9hSCCdWGTmxJ1i5EDyvqAqa3xPbbzoi1mYwxtWOU6d1E0WK/WXzlKRW1/d/6Oz0tCwpOYXHtMBug2906fWMwKgCwhgIaZMXBxAB0d7UhmWUrkMGVpMwYVKqWcO8WVygq1pc0OIsKqVavw9FNPIcuyOSWzkCAi7Nm7F7/4+c+xfMUK9Pf3z6p7pxWtuFpDA6hy4C4BL/fMA2XRIDMMXvH4ONAkByBZkomYfeuBZON0wWwlFgFQhgBlwD3ro78IdYBzzTzDgY0YHMcD78C5dZDBed67wrGt8FMtkx1kMWM5dwM0yMpS4jTU4/gbFyLi/PIILdfZp0446zY77+QjuYF7ITjmgPKvGUsm+hglmI99G0i5IgUgGagniUOsP4W9RzQMSKaEkJUNg5y2MSglax0Hm0iOAjVA0EXJSRHG+tQNOxo17eXKDQoXVxE5aA1gljvD/iaIQCQZcGuBstMri04f7tcAsbizX0Y7C8Q3xQTDZe2bSMy8wGHWoqBDh97FuXPncOfBgygWizNdnSjef+99lEolrF23dtJljQfAJUmCm3btmrLkDb29vVi0aPEVpR6zObq7u3Hffffh9JkzuNq8kVvRilkZbGQBIi9VDsv4jHl5xjQEwAxCAqNRTuuCZIuiA89kcxxbNgHKDthj2GQSMkAvALUGc4T6z8ZyzHg+5OJiAAx4P2ON+DxreL5wO2kTAdDuu1C34oJrz8KxyTazRwTA5EwDBwKud2bBTpQ/eyF82DXM2FhkjoFuvRMPmWOTf7x2kB6CSw2zDSmAE/hGtyvDTHoKZnCe6NFFuy6OJhpm4J4kH6lcBpISIynCaJ3ZsNVsz9elaayt3piCgBj0N9oofBMQEslBCnD/Kb3I/K/I65Tzn2E3y/lFg0GcwB9ttAr6yzupiEXt44v6huDTGjMP0esEEeG6668HgfDeoUMzXZ0oyuUyXn7pJXR1dU77sZVSWLt27ZR1GIrFIvbs3YNCoTAl5U9HEBE6u7qwevXqFjhuRStGCSLaSES3EVFKRAuI6FYiWm7XbSKi/UTURkQlItpHRFvrlWMwELnJaIsNFnJaZHjtsMgxvC7Z6JF1MG8+GVX4bbX7RFSeZtEw+3XmGA6PBdDC6n/t8iyY8tpk2TYPTdw2HOiVOV7P0XevqY4G+LG3epN97JVBkMHDalqFlgxfWYsmAR6E1AGeja+/O4T5j+CYW18T8tuOFvXArgXO3v4NAcOMuDFzjW+0wTCaZNEPV41+mauAtvO6ikCrbLTLump0xqJd1lWAMzYprBWQjRignJU50iTnjzGuyd5E3GgKtNiih/a66GCbqnwnq42G0UVHWmJyGmIWHTH7+6RmWy26Yvsdxgu68eTfUEzaSSL/4xnPNAti1jLIbW1tuPOugxgeHp7pqrhgZnz22WdonyHPXa01tNZTJn8gorrZ1+ZahNflwoULKBQKaG9vbwHmVrQijgUAvg3gNQDfBHAewA1E9JcAvgHgc7tNBqAXwDIiusDMX+YLcg9ocpJOMKysgszfTpFahFpkxxJbkoxhWJvU7icFmjfLVnPslsNKN3xCBQo8kMnZmlEg7xBWaGxP4Ah7OtDLHhzn2WP2IFgGLEagmQNAnC/fnIH9HoBfGHAT6UQgmfXGGw12EsIyB5DHjY/ybHIwz+GyRiAotzxU1pgU47aTQCGTbN5UaFuAW8bmk9jIcMAAKcsmsxnAl40AqsBQqWVvlbytGOd5B9WOHjN5OUW03N/iXuIh+8tNDGdJZzTaJol65KJtfz+h6wW535iwysJCy+ekxRNjCvlNTGjfWQCSZy1ABkyWN2Ezq9UqACMzmEmgUyoWsW//vhmpw6lTp/DlF19i5407p+wYlwYGcPz4caxbv945Q8zl+Pijj3DkyBHc+7WvtfyjW9GKOF4BcAfMs7IfwJ8C+L8A2A7gPbv+GzCP6O8D2AJgE4AvAYDMj6mz2Ftqh2Wl5FU4W3DqAGUeJNsKRHgo0F9W2cguRHYJEo2zyboX+iAD7FJaE0uyEviBemBkliA1g5MCcNDozwHn6+f/z4NjB5wZNewxQ9w3hLlmr0sOpBWxC0a9dL9GXuEcCiKGj3LbBe/sRzu53OaABcjVOvKK8fzZDHBbo8NGi/Ov0smSHKJF1r4K7MCj7RJZ/a77RAycDTj2WfgogblHlPFXZgZ02QBlUgKgRW4BR6znz7/u/eNALvmvUt9GTeUAsZw4aia2wB5E1kxcKid3DoLv3AAo+3pIZ7LxsNQmha1eqFMf9/4zHLMaIIfx2aef4tChQzh4110zwgbKTTaTKY3Pnj2L06dPTekxLl++jCeffBL9q1fPOu33RGL7jh04ffo0fvHzn+O++++/Ks6pFa1oUnBunurMh9tRbp82APdwxteJrRTAMTh2zLBX8hJgdKMCMCOdMiOFcgDYlGce8qkjwQx7yuQThJBjkxGwyGwTiZCXNVuwLifjpaDhqfs5Dr7IfMQcMyLJhiwXizuRVTiLuqDcaB+GB77swa8w83Ed44FPrp4NB0ON9qw0jUo5QDauCFnieqC4HkCSDojtTbATKCfel5gAsvnDXbGZrWdmAKMm+CQhsAlEAnYZbJf5iwWk5HsxCnbQnq2/ALrg4rP8V48IlnpazErKMLl+Pty4zs5heymOjyODB+W+V9boT5l72rxcUfb35tTXcH7IDijLNSbf5jWVie52+JthcjhrMhi3xSCPI1avXo2zZ8/ixz/6EW666SasXbduWhlOrTVOnTyJhYsWzZjDQ3lkZMoBXndPDxQRhoeHrwowWSgUcNvtt+PI4SPuRWwrWtEKAMA1ADYCuAGGFf5dAJcBvAnguzCyik9gYMlBAIsB/HvZmZmHAPx1qa9tHaB+S/SKJBZSxCAriRCnCVjcq+xofARMl4zQr7KGAtmHkzzwyeiMYRKJWAgAAdBCsBlymZ2bhWSOIzkGfEY/i7XhvwXB8ZIQPmhbZ2GGIxYZoo32WmMPkoPBeMFUT24RfbEdj3zvxPvVxihsMriCwoPkcDk1wkuT+bPKgNbnUR1+GkAZoA4kha1QST9ISS44wybX9GWky2ObwA3as4A4YpC1AdukAwY5sYy5kg4CBYPkRj+9mu6UvZA6dOiAB9CAOZaAaVIAJQz/ugMe/Avozsy9Lem3o5tF2eUCiQk2MY6wxOHwVM4xyUGnaNSzlLtuEiG9wIlECyCPPQrFIm7atQuLFi/Ga6+8ira2NixfsWLamORjR4/i10/8Gt/+7e/MGEDu7u5GW1vblB6jWCyis7MTw8PD6OnpmdJjTVeUSiVs2LgBgOk9Z1k241KdVrRiFsQQjKziHIC3AawBcJiZTxLR9wD0AXgX5lF1LYABZq6bSSj0O/W6UQJbWynrvQDRExtyOJZcOOBrwXKVgCRgopkJSQCy2SIQxQIQyGUQFjcLgvdDFi9khlkQM8j1zin4zMtC2OuO84MGs2C9JD2JQLGwyzVg2TPHMVusAhY1QFBRReO/ZbXSizFGDhhy8DnatnW/14mQFRTAllXeByULkRS2gLMzyMqvAoURqHQ9SCW+ApbhdUCyastRcDUNQTIxLDg2cgpiA5hJG3BKGUCJ1fZaeUUEaqm2QWqAMcWTmGCYjlrQB3S9K2vOEGBVStik006kExIwx/bHQ9LxseDaDHr0tn8u8TbJ787cdGQW2HaXzqiZD5dNZbQ0yNMURIQ1a9Zg1apV02pFVi6X8fxzz2H3nt0zyqquXbduyo+RJAk2b9mC0lXAHteLy5cv49nfPINde3ajr6+vBZJb8ZUNZv4UwKfBotO5dWG81rgkA47Z5gd22W3tK2DD8hqgnNlHuX16x0/BgFEWr2R55S/ggDnI9WBKQQJJMS1lkstaTMQOZyhhuB3bFp2Bb5cGZ6ntSjcIDwKEY4eOkEEO2eNalwzE8oqaA3vkRU5/XG8bqVeT/5aNhrEbHOqK1nD5YID1RSSFjSDqBaW9INWNysgzUPoC0uJ2AG0g5ShiwyZXYdBLxuCK65EhBMlgk2SGUivFsb0ZVoDSZHJvZOwG57kU1HLzuDI9Vq7TF3HsM4CcpjgG0gRTf7ee7X2cwbhtKEAVrXezBcoC3sEwFsZuno1NHcIDKJugx4NjefsiXLMHyzVQ359LvKTeVRtzGBeTuYuQ5xxABhAxuMyMSqWCNEgo0mzQc/bsWfTNm4f169fPKKCarmNv2779qgWO7e3tWLpsKf7qL/4Su/fswbXbrm1l3GtFKyYZXj+bBExWyCaLVtJILkK3B0VAErCpCpZNdj7HHjhLjrAE5PyQjWRDhikFr5ztq3YPbjhgjeMEInUfxXahDr54YAsHgL3dnABjD5bFuULWy8C8yN3ClS4sfGCzVaNp8MtqAHGNVjkfY/ib3ogubgCUicKMbGM/TBwVEBX9M0ctQrHtLlTLL6Ey/CjS0l4oLDTgUjLgMYytGuAG6JkIQDIzWBuPbJeJTxsgrDVbwElON8xKGFxzDuEzkAM1J+Xawtxr7NqIyd9XEeIM29YCaSKArKsqZ0A2DOgESNssUwx7rppNXYVJByA3PwUMurxJMZ1Ss0yyDnqwbLan/MVy4DmIyaZ7ltcnE4hZgI/nFkBuFK++8gpOnDiJLVu2YPmK5ejs7GwqwFu4cCFuu/12qK8AkGpGdsDZHEmSYNv27Vi8eAk++eRjVCqVFkBuRSsmHQLcGGTfAXMA4Vz+D/mEBZ5BYgrO6ZLlew1whmwPJ7Wwb5wdUBZGmYGc9Zurrf1EILOIeWQPXGWJ/eTQdYJzIBnxJ7zvspQR7huCYw4PJOyigJ26YDg8i7CSE//7Le2TByeC7QRAOqaY/H6c30E+LevrtqsBPkINyzYERhfS0i3IKh+iOvwUVGEr0uI1YKVA2rcVEYzsohqDP8CyxwwLjq20IrX6Y20YWRA7LbJYqQl4dVn1AkBszpPcNrLeMccCkl1bcrA/+fmwutbBjxIgSbyrRtJmu3t2W7I3jwBw1hbYm5GKpioMD/BdR0oHPUEPjFnqJlEDhiePUNnWc0IxfSKBhnFVAOSdN96ITz75BB9++AFefukl3HnXQSxdunTc5TAzyuUyzp45g5GREfT09mLevHkznnaZmTEwMACtNXp7e6ccwGZZhizLropBevVCKYWly5Zi6TJzj2RZhosXLqK7uwvpHE6S0opWzFR46zEPgBwYisAx+Qd2CDQt6xvpku2nsMlstcaiS1ZWriFsspgAhEBZvJPJVohCvIKY4GsECOR8QsAc2rNlLPZtkhSEI3eKzM5rjrXH3htZPI3DxAyCtJTTmdavaR4ke+Q6IXjTyHlBehfE8bKgqjLvBkvmQXMuSOzZcgBZ1gEFJIUtUMkCVMsvoqIvoNB2PViVIpAMwCCZECS7Xgx5yl+SboiVWwIj3cgsQ2wH6zlZQx0gbD7ZgWJAgDHVguTgOyEG3LFTh20vK+1QBQOSdcV4NJOT31i9sZVaeJzNFiyTt5hjXz8jvZCG4gAY+3LrI4omJQqZwzHnATIRoVAoYNOmTdi0aRMq5TIocLcYHBzEa6+8iu6ebqxYsQLdPT0oFotOmlEul3HhwgUAwPLly3HmzBm8+MIL6O7pwfZt22bqtGrimad/g1X9q9Db2zvlxzpz+gzee+8QDtxyy1XhhXylqFQqePTRX6FUKuG2225HT2/PVc2it6IVzQ/76jt8LS3fWXtwTAyyfslGK+k1k/I0dc4Q8M9XRgCSETpZwEksEphBS3mgrGFTT3Nu+FuA4Or92mP22BQa1icLgLCzerOA2H2ivv44P0AvBrZ5hMrBfPAZVHDsQIZqvoVGGKJTjRjOekU7ljXYNwDE+XWNw1LlDZP6EkgtRqF0Jyojz6Ey+CTStr1A2lMLkhNTHgtbzABpdjZuhjW2mmNN4AzG99i8cjCuGeSBKoj9eQBO8iCuEwJ+TWfAg+bQEUNY9jx4FpAdaY1tP4EIoBTQIxbEu0Qffj4Cya75DCp2A/0QssXhhWNHbMs14GB17saaXPDEGeR6Egsi6gRQBDAI8xPrBjDIzCNE1GHXXWSeMG8dxZwHyED8R7mYywRXLBaxYtVKfPLRx3j7rbew86absHnzZmit8dabb+LDDz5Ee0c7dt54IwBg6dKlePChhxwwnA1AaXh4GOfOn8Ott982LfVRinDs6DForb8SALlUKuGhhx/GoUOHcHHgInp6ewJLHBNXavdLly7hk08+wfx587Bi5UqnNazXfrPhnmpFK5oXBNYJwMpB29Bz1UkuxB9ZAIdjleF1yXVcLsRBwrHKFiirgE225KABymTkFWI3R2QAK8EAZcCyy+y517pSS47xQV4aocHOrULY4CwExGxcLAQQe1/k/CQAJvxbQQ0qNca/HdJzuFIEmzgwGGS1dpKLRswwBe0XTnWOU49RZi7b9YXc8uA8QAA6kBZvQ1Z9E5Whx5C27YMqLLXsa65T5i4c2XOxDGtC1rnCAGUQnIsFcv7FIA+Y852BemA4BMBstzGsrrSJbaiczlnKY5FICEi2PcBsBKB2+IGv9vwckyxl6OC49oI5lpphwH7uoteAZrswtkOd3LMqcvAY987xV5uY6BYA6wFUYAYVXwvghHXd+WOYCj8L4KkJHjWKqwIgjxZpmmLNmjVYvXo1sixzf7iVUti+Ywe2bd+OQpo6ffFsBC/nzp5FT0/PlFu8SSRpimKxUAMSr9aQFNvXXXedWzYyMoJnfvMb9PX1YVV/PxYtWnTFe+ORX/wCS5YswUPf+AYe+eUvcfnSZaxbvw679+zB4c8+xxdffoH58+fj2m3bXIbIVrRi7ocFDJwArEFKC31s1spsADgFVDlW2SY6yEsuxC851usCCICz0SaT3cumGYaRZVpsINjEeOOCnLxRZBijPcRFZ4ywbg6YBwA4+MwageOQTWZAu9fnFBzAJkJx5rcYI1ge+7PLgdqASXTXRsGwq+HGMomeOATCOfDssH2ONY1OQYAbDxi2lTpNHSJgHNeYqIAkvR6aelEZfgaJ3oq0uAk256LZSu4xC4yRkAGq5qIAqf2eWSCc2cF5imoH6dkRnqTgrNfi9TLvmWYKk3tIm1j5hl+AGCgrAJrdvvJ7oRTgESO1SIoWFDty33+H8sU6SZMMuKPgAuUutH+ccXRxJjsuLwrGxHFEbjdmZiJ6EoYl3gJjS/nfwwDjGwB8AeBJAA8T0bPMXJ1otSWueoAsQUSRlpiI5ozGtqe3F/tvvnnaBpN1tHdg85atXwn2OIzoTUSxiLXr1uHjjz7C+QsXcNtttyFNU1y8eBFPPP44qtUqiAgbN16Dbdu3obOzE6tW9aOruwuvvvIq0jTFffffh5/85CcgIrz4wgvYvWcvXnv1NVQqFdy0a9es7Iy1ohUTCTOKnw2LrJVBIMLtRa+ICV5y4UEaXPY89iyye/VrwXEAlBWzSTud0yYLNhG3C0PIiV8sHCCUSQfkGVALFuG++xH+2tVLpBQeCEeMMhDLK0IQ7ToLHj3mvYtlMJirQw3ClIo2/jtS64LRIBzLaSQHuppjP23DydBH0Q+HEoSo+tEUIHF/gWybXrTgOKkPjvMsIhKoZD2IepGVX0AlO4u0dAMo7YDXG8Ox4KyN3hhi62YlFmz1x15ewV57THDsqwPBksWOBPAGrLFIMpQ9nltGviNgbDVs3cjX0bYd2X0BK83QZpnokSkxPsnCSht5hdWmy7KgbePOC/vOKSE4aHDxw9skANDN0CBPXGLBCsA3iGg7gF8y8yEYWcVFACMwmTwv28277HwZMk63CfGVAchzOTo7O9HZ2TltxyuWiti8ZfO0HS8MZsb58+fR3t7ulpVKpWkHk0SEtWvXYu3atdHyrq4uHLzrLly4cAHHjh5FW7th9S9cuICFixbi/Llz6O7uxrx589De0YFSqYSLFy9i/vz52LV7FxQRvjhyBFu2bsVHH36IZcuXo6+3D8WS6awJ8FZK4Wp3FGnF1RTy0LUPY04NDanMCCT3qt5JLjQkN5wDHjKAz0bocmHcKvzAvTCjnvCswmA6DbJdF2qRyYJlB0PllXx4DlGw+z9ksOOBdmHCkIA5huiRg6QgofZYmOKao9m6sE8E4dYLGuVwu/z++fMY398QAyg9lpJ2FYDl2FIBau7TDroLwHZt4UFZALS+AFK9+ZP383WLIEAtRFo8iGrlRVQGH0NS2oaksBLgggPKzBbMapiBeUaMboEyAMUeBIdgmWDAv2OI7blFDLPXLoOC/aW/Y0G3Z96lg2gZVTsIMNJt50ByCKKzYQBtbECyBcWQekhHM2S5hUkGYi2vv+kR3fYcbeDLmCD5K8HyQ5jYvhrAD5n5UVMnSmCye34AYB+ACwCut5t/DOBrAI4CGICRYEw6WgB5loe8nviqAKWzZ87gL//iL/Dgww/jyOeH8c47b+OW227D+vXrp5XRbtTeSil0dXWhq6sLK1asAGCu0dkzZzA0OITb7rgDpVIJP/rBD/DuO+9iVf8q7Nu3D9/7j9/Df/zf/wPOnTuH+x+4H2mSYGBgAIceewxbt16LHdftwODgIJ54/HFcGriExUsWY9v27Vi0aNGY6tWKVsx0OPaVAItKwJpAKrPA2DKjApKF1rIIOR7AJxn4yDLJ7EEyrJbYzjsJhh2Ix0DAUJtlGpJRz2fYcwSeI9Bq0YDDaSwAOQS4/nteYuGZ4pwmGd4a1sN0BZeJUOzbHB1YR89Qb/RbDuBMKCy4ImF8ZbEAYgGMchiZV3b7APxG0goBkt68xCM3PQCinONUDpjVf0NPANqQFg5A68PIRt5FVn4baWk7VLrK0K2KPEtrQT8rk0HP+R8rxA4W8p3EH1nOgaMOgdMdO80ye95SGGLpocm5ij+bfVkCtvKOsItm5RZMBgQLi8xVIBsCuA1QCds03PDgGLajZ+/58LqF1zbseORvGfNb8B3CeGaCwZMoIlcVmNbcA2A5gJ/DAOR7ADwOA5pXANgO4EfcJH1oCyDP4mBmXLp0CeVyGfPnz582cKS1xquvvIJt27dHTO50xOeff46169Zh6dKlWLxoEeYvmI/HH30UXZ1dWLZ82bTWZaxBRFi7bh3WrF3rrtG3f/u3MTIygvb2diRJgt/7/d/DyZMn0dXVhSVLl0IphQO33BJlhGxvb8e+/ftx8eJFHDt6FGdOn8bChQtRLpdx9OhRLFiwAD09LYeNVsy2CK3GQu9j8/RmnVrKTgdMst3TglvZjy1i9WmqBRgH4FSAcii5gCfcmExiCJHLKltDY/lmGUiYhCWAJzrNoePfVvic9aAYEJFFyCS7+XpgOT+x93cO3n2bmjIQZaZoEDECaNbfhBzzm8PiEXscAuKAbQ2lA1BwNmb1qsh6EJR2xoxxHhw3YiCJAEqg1Bqo4nJofRTV4XcAegdpcQtUYSWgigYMi+uDCthdyxw7azsnp5D1FHz3beEkF5YZ9iy0bQ9l9cTyikM6a64Th0g3LE3jTlvaTDoVCqAUQGZAMorW/k0y6Yk6yRVmJTABiwzkOjfh9WV/HUNWmdwFmHhMhkHO78fMFQA/yW31r4P5xyZ4pIbRAsizPF568UV0d3dj/vz503ZMIsKXX36JVf390w6QL14cwJIlS4xmvFDAho0bMW/+/Gmvx3gjL4coFouRxr23rw+9fX01+4S6ciLCggULsGDBgkjaUalU8MrLL+Pw559j7759uPGmm2ZEdtKKVjSMwMsXgJMxgKyUgpUZdKaM+Vl9oGyeiCYTHpnse/BP2EZsckjWJfAYLWSUKZiXWuZ5WIq4PBM6Qg1w6aZFh2xAc6w5ZiAeoBduwzDSCo+07HzE2ZplNhNavm3D7eJrEH6M429DHjAJ4AsXB8R1yBK7QWbuu21DYWK1L9dpfB3wYTCXQVS05xmcimvc3LLc+RJJ4SUoWgNVWAGtv0B15H2g/DZU2o+kuAaU9IC08qyyElacA5kE/EC5QCJh6u0lFE5aIZpjp+OBH8SovHOGfSli3lwodtdHiGVBshFIhk0SEoJkS4rripkoZaiC3Cbkrx3bzmlwPaP2zd0ahDr9Mfl9YpLBE8fYTaGAJxktgDyLo1qt4szpM9h67bXTelwiQk93DwYuXpxQwpXJxKbNm1AoFBz4E9AokWUZyuUySqXSV2YQYVdXF7717W/j7NmzePY3v8GJEyfQ398/09VqRSsaBlv9rH9/qy2bnFhUY8FwBJSVg8Du8UhwaaobsclgduBCjhhgGLdMjipsslUF2MmW0OCpnKsVtH3q6+B7PfZYlmUI2efgUA74BggUsAhNI0YztfNhdUcHFGMAzHKpwsYKB5LlqisLQ/bVgeAsB6rtwLMrVkUAFQfzo5ycW29BIFERitZCFVaD+TR09SOUK49BJQuQFDdCJQtBSRFMyksmHFiGk1IgBMVWguEH6MEg1eBGc5plAdm+9+S3l/WJXc7kpB9htyZ4BxNcEN+OVDRtyRmQVQAkhlFWiZyL9GBCZjnXgMG1ZpjrFdHNuSpMOCbDIM8ChNwCyLM4CMD2HdunVV4hcdPuXTOSgrkeIA/P/dLAJfzkJz/G1q1bsX3HDiRJctUzqXJ+8+fPx30PPJDTcl7d596KuRTxUzVMbgBI1jR2bDKR+D/EQLnW6ULY39oBfIIzDIYxzLPKM8sUJAkhq0VmD0hCzW3+1xQB0ICBDtljd6wAHEdssj0vJ61wDLJQl/7o3t4tAKQ1NcslfohQTe3fg4kweKGTgllgL4ZpMDjv3jA1oTCsEGAcrHfv8sNqEohKYB6xTgtB3euB4zGciLc2S0C0GEm6CAmGoLPPUB16FUAFKl2JpLAGlC4EKWWBfTAIL6crDpll/50DyUYwqM5ceL+POE+YTDZ2IKpsazt2KqBrXS512+wI2WDbqbMdESrYdsoAPWwdWVKRXwQdFGGYw+srbxsoXuj6tFEHbuIhv5EJ7zzD0QLIsziSNMU1mzbNiINDT0/PtB4zPPZo0d3TjbvvvhvPPPMMjhw+grvuuRvt7e1fCaAokgxmxqmTp9DW3jZj16kVrYijHtPpgbKRXNiOnWVGjW8yg8gYo/mOHxAnF7HsneWDGYaNzsBQTnQhbhVWngHbgUTMIMf4LAbL+bPwZxB/Dx/6IRCOHS28/jgCx7lauO9B5ojI/zhfq3EnD8lTgmMLcTHIE4khKyzfHdsK9pILActEcHm/BXRLdRSBVBfAlxpXpN4FuNJ2ljE1A90IoE4o2gqVbgRjAFp/isrQCwAYqtCPpLASlMy3YNknDvFSC9hz8CBa9Dwhq+zYYQeWg96b9A0TV70A+MOD4wy2Mxiw0HZ/bzkHzxBbUEwpAA1oYZUJNpW2rRN50Bx1sOz1kzq5NwT2c9IYdRIa5uYMs5tcjBkgl8tlvPP229i0efNXBpDMdMykzdfg4CAGLl7EYqsHnq4YHh5GmqaRZ3UYSiksXrIE9z/wAN577z2wnuj7m7kd586dxSu/egXf/NZvTVsCmVa0YvSIOc/we8gmR0CZlQXKZCzh7DYGVMM9tB0ryQYoS1Y+52MsdlcwENoTZ+SAMiy7DMTjyCLetd7fupycAvCgOJwPwXMGRybaT6879p/+/Dx7bFAZUQY/asyvB4Im5vhrVGV3ZhMMFWO4sJHCAXquinY+vy6H/Wt0yJTMh64cg0qucQxp3WCO1snAzromu04sHAB8BQAFQC1AQvOBtAzmM9DVz1GpPAOoEpJ0LVRhOUh1gZSCSBqcntoNzIMb+GeAMnu23b3O8OtCf2aC9dNOzDJmgCQdJChw7/X7WXtxKcAzwmG72mumQjDOAFeNXtm3jTmed9/wn64gAd/RDTCBkDrMYYnFuEScH37wIX72059iZGRkqurTChtaa5w4cQKVSlPs/MYd586dw7PPPDvtx33xhRdw7uzZK25XKBSwfft2dHR2fiU7a+s3bMDQ0BAOvXtopqvSilYEkf8tRvDTev8G0JQsAoAybhesnMWZ3zaYZwJbxMLB8owVMiZIwrSMjbRBMtqJH3FmbdeqdpL18l3XmcJ1WbCfKw/excIdCz5Tno7qHnw2ZI9N29QqC/KQPmzrRvNjuEZ1gIhTnQhYyu3qdMoCRANQTKEncADEQmZZPpPCajCfB/M51PVNzgUzm8GcnJnJdYk0GJmZuAJwBdBVsK6COQNnBsSiyla/WwRhGZJkL5L0a1C0GVn5S5QvP4LK4JPIRj4HV0fAVYauGqDJFQs4qwBX2U52ua2O2Z6D7zDHzswyXfXbsb1ROIOtE4M1w5+e+a6zoHzZVpub3Mx7IOrAqGWOqQgkJUAVjV2c+ELrsnHEyAaB6iBQHQKystSdjUxERPSTCXm1MoFpTjHIhUIB3/zWb2FwcBDFYjHSlXwVAcpUx8DAAH7645/gO7/z2zOSlrivt2/i2qEJBjPj3LlzKJZKV9w2f88xM6rVKpRSLsnG1Roitbj3a1/De4daALkVsy3C3x7nlsWMsvdYk+UpjHgidrqol4GPrBTByTAQuAZbfbKQesQc+B7X0SHb2tUlu4K/g7I+ekMeDMhzb9YRWLkJyM+D42Des8MyOC9sS1/DK/5FbtafbKuFFamFY38F3GrPBkesKnE8MC9kKbVF2i6TCwFJB1RhFbLq+0gLexuzyOEyi9zidCxAmBuCkcJdVVYgJKZTRQRkUjm7sSqCsBpp2g/GEFh/hurwWwBeQVLchKS4HlAl+KwzcKyyY39D5lgG4SV2udTfSX7kHO2+SbANDPhVSSiDyB1DXqkomJ6gY/DJv2kBvP2bK8eAZviW8WyzBc1srzklAKU8eZDKsDhiAs/jWfByeMwAWVI1i+ZRa40vv/gC8+bPR1dX15RV8KsaAwMDWLZ8GTo6Ombk+GkhRTWrolKpTFtK7oGBAVQrlQlnDXzrzTdx7Ogx3Hr7bejq6rrqQfKKlSuwZOmSma5KK1rhgKGE/+nFwLgGPAfSC/OWWRsWlQlQWQ4kW12ySCgcxrYZ+OxCkV+Yr37e4zMLjImi2oSgOX9u4aepTzwQUOroljm22JSc1x574JRnjwkk9hEN9cZ1ljeZy6B8w9hPj1+F/YcHzG4AmwfSLi1zoEPO9WSQFDeiculRcHoRhD4PvMU/WfCVO0eZ0TAZh8OTFwqyGixLzFsHAOACAAViu8wezHQECJFemc8gK7+LrPw+kuIGJMUNgGo3J6cRp3KU87PSiZo0j+Hgu+BTUkY7Rws24FSDQSLNCNl8+U65eUKAbu33DLW3irwNCJfb6xSCZs4ALkN8DicchtWe2HN4TjHI+WBmfPHFF3jqqaewf//N6F/df9Uzd9MZvT09uPHGG2esPZVSmD9vPrIsu/LGTYoTx0+gra19wvZtW6+9FoODg/jLv/gL3HfffVgyzRZ10x1EhEKhgGq1iiNHjmD58uUojYF9b0Urmh4uXRoAhMyTB6PhdxMUbE8BSDaAgXVifZM9kxkBZtmbAAN62AFiIdy88YJZKPJXovoMsqtV+He3jntFOC/nKmyxWU6WIAwBcV5/bACxk19oT9vG4CD/PVeJZkdDXG75z3DAnWUuJcU02XljdWYa3Kd2hqf0rasDAKikB0lpI6rlF1Eo3Q6g6I9Zc372TUMNOM4AlBFfIYnweZIAKIDl4Fy0ftuiSZBzLQBqGdJ0MRinkFUOIat8gqSwBUlxtWGU83pjBXvOAUhGcDMmFtOKMF22A0x7gOLryrnt5LtcC2H2Qx144H9sUn/nrmG9fmoeNBPMoD8g11OaQJje4gT3nXmEPGGArJTC3n370N/fjyeffBLVagUbNm5sZt2+0tHV3Y2u7u4ZA8hpmuL2O++YVqu3xUsWY8HCBRM6ZyJCqVTCzQcOYN369VG9r/Z03cyM1159FW++/gbuvOvgVc+et2K2RwiGzTwHVKC5NfNAmS2DJw94O4BPpzZVtQYFwNEzfjqyrDJsMgOB7CJ8wcvwYDkCxhThg5qHcwS77Ew8aM+eZ8QaA8IEOyjuwLGwxvD7gczgvGhgXlCrHKPMDZaPO6h21rST75RwuIGdnIMFIXZyELCog3UW+8vYOghjyQBYISltQVY9hqx6CEm6HWYgZnDsqAJxC+SZZHPVq6h9R5/YqQJy0GcEjAKA1NwTXAJb6wfT4VIgtQRpshiajyMrv4Gs8iHS4nao4gqD/jlsIMBpUth2IgQoy72h/HZ52zcny4ja04BuZngbNsXiYRiA5vwUVIrkgyIXEsh1zoFnAcyTk1maCz7hQXpzSWKRD3kAL1+xAt/69rdbD+QmxmwAdCKpmc4Q+c5Ez1v2W7YsTkn95Rdf4sSJE9i2fZuTi1xN92uaprj/gQfw6K9+hScefxz33X//tF+7VrSiNur/xkSTGANl+4R2kgvY5CCwyUUA1FjBwYBoi3ZDK12nvSRrP2YRQMgquyMHrPNYQphiNy/nGQHjkDUOvwMxQrEDDbXLGBFv69omPn7TI8/WkgF2AvDcoDzy7WjSuoXODh4MswVvZPXGJqWzZ5+hbEdGLMy4gEL7HlQuPQalloDUEji5wKgnLGA4ZJYr8LrkMGRZCnZ6ZQUPmK1UhxMQFx1QFhZX0TKowmJofRjVkddA1c+Rtu2GSkoeJIuUwoJdB0hhl+VlGMIwyzKY3wfJdw7Ks0y060eSWe40+vY6uNOS6xrd7MGN7tZR3FvkYJ9J3mw8pjLCLmy8dKZj0k9RIoo0qlmW4eLFi+jq6kKaplcVEJmuGBgYwIULF7Bq1aqZrsq0BTNjaGgIxWJx0uAuf891dXXh5ZdfwrvvvoM77rwTK1asmFT5sy3kN3jPvffi8uXLUEqBmXH+/HkUi8UJa7pb0YrmRg7oOaCcA8mAl1xYEABO7Jo6IBlw2NqzyTblMbMHzbIdYvzpclmMMdiBXlngwbIrybpRePAsdfYUX8QOg0DiD+3aJ3/cMJr5XCVX0wgjJzA6VMnf7asa+B/DaVbIJdYgn8I5sTZ7ymzjtbq2PMemElTah6RtB6ojLyMtHgRRe0CmS+18x8PfLwb4eubYg2PvMRKG6JMTGBW6toBZgZDBAWguGa0ypRb9A+DUZOpLlyDLXkVl8FcotO0HFeb7RopvDs8IOx2yB4TMtlMh2zmQbVhjD7hlkt5d4MnMCHp9FuyKpAXB9ZLDeyWUZeg52M7Wa2Iqx5pgeWswajToSM9lBrlRaK3x8ksv4+TJE9i9ew9Wr1k9bYO8roZgZrx36D1cujQw4wD5woUL+OzTT7F9x44pT+vMzHjmN7/B9h07sKTJ3st98/rw4EMP4csvvkDBgm9jF8TQWl8V2fhEj9zX1wfA/A4/+uBDvP7669i9Z/e0XMNWtGJsEf7WAs/jiLryIBnyEOfEwjjttvf+ygSwdtKAgIw2g51gyxDqjeOEvpyv1mhRI3UIvjtgbAsMWeU64Nixx5Rnj0OGOTxaM/5ONUAsAe4kIlDCTi3Q6DW+SwSi7akL4AskFRSCPFuYa4/Etp4y69LSeujqcWTV15EWdgMqMaSntQkxGNDKH1CA0R2HbeIH5xnQW2l8vlBgyc4BAiGxNRNGOQPD5HUmFMBQoMyep+pEkuxFpt9DZegpJPp6o01mBRJQ6AbqMZCGrDE8AFbxMiOjIKvdtpntQjZZgK/IM4Q1dv0F9vMyKjWcgsvv5CthX8P1MINlkwmp80T3neFoOkBO0xQH7zqII4cP45lnnoFShPUbNjT7MFdtaK3x6aefYNfu3TNdFZRHRvD6a69h67XXTjm4IiIMDg7izOnTWLKk+c4MSZJgVX+/O5YwrE89+STWrF2LDRs2oPMq8lQmIty0exdWrlqJ999/37mRiB2evN25Ws63FXMx/L1n0qaHy3MgGYBkTPBMMiBPcrO/tX2zD3oHjCMG2aMEzjHXY7DhhRwxolQDdJ0HxnIO/jh55jh0rsj/FgNkE9qFNQ0kj14OBUyjsJCuA2KrztrPG9cFyyInZOQX4aA8sX0LQbO9dnAZ5hQK7TtRvvQodPY5lFprGOmgw+PbI4UByAXkJRVeasHR0vi7WMTJtTOgmKCC+QqAIpgLIG4DUwJoWx+VIlHbwNSH6vBLYH0BaelagFNQ+JZBWGNpC4Z3vkjkfBBbxIVssrbb5RllzX7UqaTCdh0X2w1xLDJFt2wNOCZPQMvPz1n8TSbGxCDP3mg6QJaHbv/q1Vi+YkXwOoyjbVrROFYsX4Hly5fPdDVQKBaNWf40Zavr7u7GwMDAlJWfv+/6+vqwe/duvPP2O7g8MIA9+/YhTdOagQlz8X6VOi9dtgxLli5138+dO4cnf/1rdHZ2Yu26dVi9ejVKpdJVcc6tmIvh6UkvmWjAJANWl2yTiTiHi/z+5skeapMNIA4pNLIA2oNkHjNCDgFuCLnqgOVR2GCT3CGx0gq7fmw1mED4No3AG7F3O3CYWRCSAcmSJU7AMQtrLGwx56bEtnkSL/POIxZ5yfqEHHsKJlDSibR9FyqDz6JQWgCiHqNhZt+R4QjhCbIMrd0kiUh4/sIohyE5BlK7rmrBsYZRSWs7n9nrWXCyC2lHopVIC93IKs+ios+i0LYXQHsMhgFjhZfYtx62yob0tWxy6rdzGfiC5hI9txuYF3oiS+Mqu4+wyoL/I3cLcxeErLIbqEf+Fpjs2E8AtX2S8cTVKLGQkFe+Elm1itdeew3t7e3YsGEDSm1trYdwnVBKYe/+fdPqHtEourq6sG///mmpCxFh2bJlOHHixJQfS45HRFi+YgWWLV8OrXXEkp89exaff/YZVqxYgYWLFs1ZC8OQJWZm9PX14dbbbsOpU6dw5PARLFy40FjDMfD5559hYOASFi5aiHnz5qFUKs3Jc27FbIhG9029p2XA6rJ0zuqDZMNyGfDAOrEOFx5Yy2A8d99aVwvyRblDhvyxbDue4Pw5BvtzDhjnz9VkAHTv1j2l1xRUIi1n0Im8McvXXlj2mrfpjlW0MovMMr4BO+m2cayoB7gQzbGTBlgZjQA8l0CDPYAK2WoQkuIy6Gw9qpUXkBZvB6jowLpoMoi1kUAgzOxbQC1zLC4X9RBXJfhM4VF71Uo0CiCkYGjL8hfAaDMSD12ADMIj1Yu0cCey7HWULz+CtH0XVGE5zNsBW5vAvcLfB8KmSxshlmGEgNi1FVtvafgshRFQJv89zxa7epj2ISttqbldZX6SINV0Aie+70zHtA11V0mChQsX4vXXX8ebb7yJr99/H+bNmzddh58zMRPuEY0iTVNs3rx52o63fsMGLM05UExHSGa6MNIkwenTp/HWW29h3bp12H/zzbOi0zKZkPNcuHAhFi5ciC1btrh1DEalUsWHH7yP1159BZu3bMFNu3aBmXH69GkopdDZ2YlSqdTSMrdiEhGyuPkw74ujwXcRdAvmncNFClJVK7EIAWpYBhxwBlADlieFSUNQHH33KIMjdBKsY2Vs3UK0jvy2Y4w8SKpbhrDHpnGcbCE/wbedKgLVy/Cex45pJHMNHINMxt9XAHPCvlFYCMzg2tt92MoMCGSywkk7sELatg2V6hPQ1vqNoZzu1tQ9tbdBFQbI6qDTksK7WzDGhvSqdjJeybKv70DYDgcARsHURRupmtmmDUmyC5o+RWXoRSTV9UhLm4Gk6HXJbmLn5uFZdxkuJ527YFtho4NlpkzKMcmAN/+WybPFRDAprsOfobDLCg7wh1WYVEjO9QntO/MIedqQGBFhzdq1WLN2Lc6fP4+2trbpOvScidlg75YPkVdMh15VBpnN9PkTEXp6e3H3PfdAa42BixejOmmtwcxzllWuF0SEDRs3YMPGeLxAtVrFKy+9jE8//RSlUhEPfeMbWLhwIcrlMrJqFYXAdeRqaYtWTEfkKd388lpgHCYKM4vNQFsDUjLLFAdwJrCMy5fjljSqxjiCI4StRlmXZ4/9a++agX+TxgZhG5p5Sb/tQXRULa+uUB5EqYSgigxdAZIiPIMcZsQLs8UBEZBjyyS75BiJ39b5+kpLCLAWvMYFpO17ULn8GEgthKLlVmrh62y2FQ1yiiBFH2plF7KLVLwcLC3A68EzW568AddglGA0yRkYme1mMIjbwUjNgDgwwAlUsh6k5iOrPI9KdhJp+26opLsOyA2uk9nVnJYA4sjBwnYI2XRsYAG365TIgL+AOXYMv5NXULwu/KlBOh3+nqTIAHti0WKQxxjhw1OYY3ESkHVf5Qes1hpHjx7FggUL0N7ePtPVcXH82DGcP38eW7ZunfJj5fXqM+0DDZjBfX25Nx1HDh/GW2++hWu3XYtV/f1XjQtGvUjTFHffew+q1Sqq1Sra29rAzHj3nXfwysuvoK2tDddsumZWDCptxVyLeujU/w2gCL0GoJeEJxTQpy3gFEuveF8vu/DlS3BYvF86ikAkpKXjOsdl5ksIwbFJHkKUoW5xbvux/E1heCpYaug1xn6glUVCLkkKgcl6/lpGmSX5hN2RlEnykBQBrgC6CqiCraeGyZYX1Zo8kLO1cEU6Zhje+i2J9/FJMux1SwiKe5G23YDq8Eug0j0garceygBpAqvUpqRO4IW3iQWwjdovAzCUW+at3xhtMC0kfsolAMNwGf4sU+3Ontts6urEtFkGkJqHtHAXsuxNlC8/gkJpN1Rxlb1c5NlkwA/Cy9m8kbVyC4EyhVIW2zkxTLLXZoeZ9cK3BM42UcAv4AdNyn0S7cfI3ZTjD2HOJ7jvTMeMv8s/9O67OH36NHbv2YO2r7Au+eLFi3jq10/ioYcfnumquGBmHD58eNqP+/lnn+H8+fPYcd11s/J1/uIlS7Bu/SCee+45fPrpp7jt9tvnvPyiUYjkJ5T9MDO2bd+OtWvX4eTJE6hU8gNfWtGKyUZjJjkyPBa/Y2gwKzCrOpILU45hoEP6MYjoYWxlCA3rdaVl9VhjWy4bKwcjrZD18j57rM++kPaTusur/6CMADgbAMSI21TSe4fAGTUsMilC0sGoXga0ApRkebMVcHBcwC/YimUM6iI5Nwee/eWTfdwK+TNa9euS0mro6klk5ReRFA4AKrVSC7kXEoCL8APrhCGWgXdBar8rRgZgEEZrXLCtOQxhk9m6ZRCGLAQXD+aiA+oyCI6oiCS5AaQWozLyCpLsFNK2HQAXAsAL5zns8Khj2K2zSg2bbPdViGUb2hZi2eRw4J1jk+VeIEHF8XbOBVEuyWRAquzfYpAnHqtW9ePo0aP4q7/8Sxw8eBeWLlv6lQPJzIwP3n8f/f396OyaXUkd2ts7MDIyPK3HnDdvHn79619j3vz56O/vn3X3Q3t7O7Zs3YINGzfg7Nmzs65+Ux3Oc3leH/rm9c10dVoxp6MRi+wlFfXCOVuw354oMyC5ruQCcAy0HKURWHZ1GHtwDbilmnWsRYqUSQUgr9fHfNwAEMu2cRdC3Dusxti/y4dvJwPtSJw+QA4Iu46BMMQaYMVQIKTtjOqQwXcuIx4sKJeBeTDpNrQAY+tQEWaQU8zQstzxCuQRUSi1YACcIG2/DuVLj0HrD5GoTWBl5RAs55LA+CJrECoWohP8oL0iDNAdSzCM/KJiyyyCnBxDkrkUQBi2INlU1LDaNj21TZVtJBerQGkPsuwllAd/jULbLlDai5prHZ4/2/ZNYTsZQZp12M4OIx7A5wbscWz9JmA5YIjNxDm7N/JVkm2awSDP4VTTM0rPERG6e7px8K67sHv3Hrz66itfSTaqWq3iwoULuO7662YV2CIibLxmI9avn14f657eXtx+++144/XXkVVrNWSzISR7nSQ1YWZcvnQJn3/2Ocrlcp1R461oxVcpmnH/U+4znq/V95psdERGcsE6sZKG/FOf3P75aTxRf7+wfNlGWXCsA3AshdSe15VCWN6gJeIiSJZZjjega/3jJaAwLVASyzciOJ0xiVOCAlSBkLQDumLYZSK/nhLyRG1ivvt1AKX2M5H1dpvEbwNFfhs7L2WqpA2F9j3QlXeg+UxUL7IVIRSAYCInuxhf+/oQoFwGQ4MxAm8VNwwzOHAYjDIM+B4y81wFa22AobaSC/QiTW8DcR/Kg49DjxwBZ9qw9JkBkWxtmTljuy/AVbsuM+Vw1bS9WSbb2nVZsM7tw7bM3Pp622sOJohaaXJRU+44plnwCJ1xBlkGf228ZiPWrV+HJEnwVfNMTpIEB265ZVYOXGxvb592TTQRYfWaNVi2fDmSWeLo0ShC3bRmxjPP/AaKCAfvvhsLFy78Sty/rWhF82M0FrmO7ELm7deYTdZgyGDjcD8gjwDGC5Jr6xWXY4Ax54BxLfAfOxiIGfG4nAAIw7oRiHQBod2bBpFyLDKgLetpZAvOOsxmjRO/aAaQFAxzXx205GSjP8+R4sxLKIxdbyCpEOaYDTBmu6+4PlDiz0gVFiJpuxbZyEug4p0AlQzrbZPEmHNLYcBxBrYZ8UyrDMM7W1iUnksuEnYqwo6OsMlAOxhVyxiXYABxKbgDMztfgdMlq8RopRkgVUCS7gTxYlSGX0SizyAtbYekvGYN740MIx+JXhhEDDus64RtJ2V/K0qOhSDpB7vTMfeAzCMyXYmkFlavPFmQ6pjuicQscLGYNQJP0ToSESqVCo4ePfqVYeGUUmhvb5+VYEo6MNNdNyJyCSxGRkZm/b1AROju7sY3f+u3sG37dvzwBz/Ahx98MOvr3YpWTF00896v//enroWaBaGGTfZAGY7xzZdbbxprnWr3YTZIQ8C5SwTSAByP6XjEdbeyMBxhIohAm+CPFiwnknUBg2znDTimmB1WBngJ06sKhLTTsI+6EjLJ5JljxyJTsA5QefY4MevgWObc/gkiljotXQNKOpBV34DYzJE4OCgFkyLagGQ/CbVdsE1EMAA3HxrAxwA+BHAKsb8ywwzsE4eLYYi/MltG2cwPwYDpETAyQFfB1sHDMLcKilYhLR6Erp5AZeg34Gq5PrNrGWD5joDxRT1GOGSa67DGjs3Nl2WZYsdi62C+Gb9hnuA0C2LWAOQwsizDyy++hEd++cspzaw201GtVvHySy/h3NlzM12VUeOjjz7Cp59+OiPHvnz5Mn71yCMYvDw4I8cfb7S1teHabdtw3333zYpXRK1oxczGZH4EBnj631FjKYNbxzA0GPmJKAtkFykkE1+czKP+sUefavdxkgqWDHkiX8iVOWkQEOxMcDpYOYoD1CTgWeriWWZEQFkHINnS9la7igAAwwJelVqQzMbdwoFkQg7Uht8tEM4tR7hNHjxHQBqgJEGh/UawPg7WR8z5OFBvDk4oQRJ8AKmVWpRsyxR8o9W9huKFfArA5wBOwIthDUhml3RkGB4Mj9j9hsAYhhno10hyQSDuQ5reCtYalaFnoLMhD0xD2UUGwEouIglGHjjrYB+RXIRgNwLXfv880I7qMEmJBQMR2B7vNBtA8qwEyG1tbfj6/feBNeONN96Y6epMSTAzjhw+jEPvHkJ7x+yxdasX586exZHDh2eEDe3o6EBvTy9ee/VVZJl5JZZlGS5evDhr2VkiwrLly3HNpmvca02ZWtGK2RpE9HeJ6J8R0W1EtIOI/k9EtJ+IUiL6NhH9EyJqkMlntHt76u/7GibZfRdBLdcAZQNkkdMSj4dB9scQZpp16FIRDIIaBVTXnw+W5hc78CsnKnri3HeEANgzxwKUZfIMsgXJAEixZ35DkEwwIJmMR3LaYYp0IDkxf//yzG/IFnuw22i5/x56/MpylfYgbd+JrPIyGAOuriIhMF/M4DrzmcKPeEthOGQF4EqSxgqA0wCOwABeab8KGMNWtlOBkWBUwcIaowxG2bLJZbMtVwDW1tXBany5HWl6M5gVKkO/gc4G3boY8MKC2jyYraM9tsDWgORYTxwxzfltcqxys0Cq+CBPGCTPcMxKgCyj5O/52r3Ys2fPTFdnSiLLMrx36D0cuPUWk+p3Fse69evR0dExIwBPKYU9+/Zi/QYzUJCZce7cOfybf/WvMTSU97KE22amAWkoS6lWq3jn7bcxNDQ04/VqRStGiX4A/x7AcwC+BuAHAG4FsBXAAgBPA7ib6umtHPgKg3P/57eZCI1agxYbfw+ZZzdCX4ByBpFBGLCcWCkG1YDmGDjXsshOGqpNPmbRG8fgOHfa4wqRT3jHBLecfOlunVOZeCAtUgyKgHLAKocgmTTcwD3F8YC7EPQqD5JZAzocuEcx8xuB3AAYox5IFolwxEKTGwCIBEiKK6CKayxIrsZSC0pAzn3C7EQOICt4P2PJn32luAQDkk/D06oyUC8EyeHgPQHNwzDMcqUBSC4gTfeD0I7K4JPgbDgGySFYDMGugGQ2AFfAbbx9uB/XKS9ftp2q/hiT7ttOVF7B/nc1kzErATJgfmBJkqBQMK9EKpUKKpXKVQMuiAjbtm/DqlWrZqX2OIz58+fj+htumJF6ilvE0mVLcfHiRRw7dgxaa1y8cKHhvcDMOHXyJMrlct310x1KKVy6dBn/+//2v+GzGZKqtKIVY4hjAL4L4CEA82EEmSkMcP4c5r1zJ+wQLCIqEtE+1rzJP83C3yQF/4cxNSLDulKMaFkIlOE0ykQmMxpshjsHmrUBzRB2uOEkLhXs9Ma14PhK7HFujWODG55tbgdhhmVdDIIRSCocKHb1rccke5BMxA58Ru4RAmhFblG1IDmvW1bwLhZ56UUdwFwPSHtmWaYEadt2MAahs4/g0l7LCwNKQCgCKAVgWbTJCbw/gUgurhRVACcBHIUf3CcuFh4wSxIS42wxAsMgD9p5zyTDgWQCuIAk2QVQNypDz4KzSo3UIXaagAfJwvgyR1IKB47zjPNoQFnk1dpLMCYNtybBIH/lbd7GE6dPncKPfvhDnDx50qU/nsuRJAlW9fdHCRhma4QDKGcyqtUqHn3kVzh79iz65s1rWJ+BgQH8i//u/44Xnn9+VnSokiTBrt27sHPnTrzy8iuzBri3ohW5+HcA/jWAzTAIYh7MY+qcnW+HQQLyB1jDoIYLcda76Y4rgM88SA6AspcqcwyYKTOgsQY0W+AcfBdJBTlAOZb6jTd82zrJRCifcIexQDgceJf/DEFxPZBMfjszL+1DMegV1jfUJGf1QbJykgqKwXMOJKs8IM4zzMGxVVI01m/Z+wDOGrZbdNKi93BSC6GlhUUu2MF6hdz1uRJgvgDgMwAX7TWpAhgEo2LZZAHJZQuSvfzCMcxcBUcgGQAXkSY3gjlDdeRVsK56JjUEvHVAsmePOQbFefu4kC2upznOgVlIevBJhAO6E5lm/tE9dwDykqVLsXXrVvziZz/DB++/P2dBMjPPWSZca41qtTojdSciLFy4EHcevBPt7e34gz/8W3Vt8ZgZn3z8MT777DM89eSTs8ZXO0kS7LzxRnzzW7+FYtG84rtw4QJ+/cQTOHPmzJy8H1px9QQRFQF8G8AfwQzjfwrAPwXwCYDXASwH8DsAXmK249uZq8z8MSk6bsoApoodztW24bJah4rR9ncQE4wQLMt29UCzDsC0XwfEwNizx1eqQ6OIGXlXNjVqW88Su8x2hHGB5FB+QXnJhbKD90Q+kRu8R9YnOe0wTLJLSiEJQiJ5BixezYNkWPaYYoZZpBOBJEPKVYVFSIrrUC2/AojUQo4bscgl+AF7qa2cFCSgOIFREl0phgF8CWAAnqU3UgoDksvwILkCGcDHzkN5BMwVD5It+wu0IS3st1kD34Mb2FcPJGcc64UdIGan+603QC4cyOeY4gbsbTMkFqYuLR/kKQ+lFDZv2YL5CxbgxedfQP/q1ejo6Jjpao0rmBkff/QxDh/+HHfceedMV2fccfr0abz77rs4cOAAkiSZFkZZBuRlWYZCmmLJ0qUAgOPHjyOrVpE5b08gTVNUq1U8/dRT+Fvf/UM8/9xzOHniBFasXDnj7DcgDxY/aK9ULOGLI19geHgY99x7b7RdK1oxncHMZSL6zzDIQR6NPweQMbMmon8JQDHzGHqc8mSb7H0cygbGEvVYbLtMAFu0vPZobo4a1X4qn9pxJX16aKqznuPTdZnzZJ2cs802R3ZR+B3eZ9r8CdX2b4+CVZy4bNXuEzDeyCADsGBAL5gAxVApIWljZMNAUjJFgYPPBGC2/ssMl2mPLeAlYS1VsFxAdbi/Yldu0rYZWfUYdPYekvRaJ4sxXr4K4ND6zaJEVGGA8yDYZdtjAH0wWuMrveXTMCB5BYBue12GYLyS2UhUUArKKQdX0AJzTsx3yTWtAagOJIUDqJafAFE3VLEfgOlImIQjvjNncwgG3+16m9WQw1TS4XXQsp39ntnBpOzfqog/8uQlFjxxqcQs4EDnDEAGDHBYvHgxvnbf1+dcQhGtNT784AO88MILuHMOgmMA6O3txemTJ/Haq69i5403Qik15e1+8sQJ/Pmf/TkuXRpAoVDEw3/jG5g/bx7+5f/7/4M//kf/EI8+8giOHj2KQqGI3/+D30d3Tw8++fgTfPNb38Jnn36Kd955BytWrpzSOo43mBlffvklXnz+BQwND2HlqlV44vEn0NZWwnXXX4/Ozs5Zfz+34uoLZs6nrawE60ShOGp4sBU+WSdyL48Gjsf71G4EksP19Y7CV9iiflyZPZatxsIiO0jk25YYxDYttADeoJ4hCA7IZAt02a8HuzIpAEQmsYqyoNgei8gAOdFyiBWcfa1PCYDMLE9KBM4YWRlQRbsO9kBc+10Sg4SAWRKNeMI82F5sje32iosotO9C+dLjoGQZFC0AbMIMKAJlJg21SUGdgaDttR2CSYwNC5LHK30bDSQDhBEYVVLZtKe7EiP26ioQF8CsTGdF25wDqg9pehMqIy+jmPQB1AOXNETArQJIByBZvrPpsLBtPAN27ZHd/QOnHRCLbgOgg+2vdPuONYTNnsiuLQZ5/CEOF4AZuPfGG29gxYoVWLhw4azQyTaKSqWCL774Evfce69LTzzXolQq4eDdd+MXP/85AGDnjTciSZIr7DW5WLR4Mf7BH/8RtDbsRmdnJ7TW+C/+8T/C8uXL8e3vfAdaGzalt7cXr7/2Gj744AP8m3/1r/DxRx9j4OIADt5116zSemut8dKLL+Ltt9/Gd//O38avn3gCK1aswBdHjuD8+fO47/77Z7qKrWjFhMODrRjgjT3Gyxw3Oyj4NHUZ7xmM+4hRx6Iei2zqQ8SW6WOb4c5mwbNgFqhlfSHFAkYywcoAXmgLr4x3c1gPA5LJM5Rs9jXLlOculWkj1rCZ3cz3pJ3Al40jghJFg2WFPRi25yyMsLDEnFvuQDEBif0uHQQLglU6D2nbVmTlV0CFOwwyZwJlDKYEYBmox/DOEyKvGIGBQgKQF8CMVx1LCEjuhgHKApI77HzFHqNiQXLFtl3ql2my4msLkkEgtRIqOYPK0PModtwOoGSzGtYByRyAZMDJMkgFwBcUZMkLupgClOU2CYByvOEEYzJa4haDPLlIkgQ93d145eWXkVWruPPgQXT39Mx0tQDAvUbPsgxpmhpwedfBma7WpGPevHl46OGH8eYbb6BSqUw5QE7TFPPmzYuWDQ8P4+KFC6hWKjh//gJ279mNJEmgtcarr7yC3/+D38c1mzZhcGgIP/r+D/DlF1+if3X/rOmUpGmKBx96COvWrQNrjfPnz+Pb3/kOTp86hZ/+5KcYGhrCwMAA2tvb0dXVBaXmzFCBVnxlQ1APII/bGNyF0eh3yO6z8U91ok/bmEUeDfDmIKrbV3jaK/HCV4TSjtn1R4rPKpZS+BTRZucQJIc0MUFY5fogmWzRHIJkJ7cwCDeUXNSwy5DytAPJgB0Y58UdgF2btgOVSxZ0uceEQG4ATFAJm4zCSXB9ICmwzTZgBgfgWYA0cQCYoZCWNiIrfwzmL6FoDUAEVgayQ6dgLkGAMSEBo2QLrAQFZzBg9yziTHqjhYbRIw/AM8llMNpACBVJYitXtWULlaus7ET5NmCFJLkW1ezXqI68ibRtp61zcF0AD4qzOiDYtpeRZ/gsiUyWOQ4Z5eDTSSxo8jpgp4ee4L4zHXMaIBMRNl5zDdauW4cPP/gA586dmxUAWdIjP//ccygUCti7b9+UA8npjI6ODuzdtw9A/ACcLgA6MDCA//y9/4R/+s/+GV579TX09vZgy9atOHPmDM6dO4ff/b3fQ19fHwDgg/few1tvvYlV/bPLTi9NU1x3/fUol8vo6+3Dv/s3/yvKlTLWrluHP//TP0W5XEGWZfitb38Lq1evnunqtqIVE4r6kovRn3xT9zP1IGy0Y9Rf5ZfGUBC55VSz/ehh5RN2F//nNAbJAapGhGiII5zsQHJQ7RyOtstrQTJYWzCuXOfGfCfAsdS2PGiQzc4hUg0EExOM/VsHozpopRbKV9sNugvBsD1VZhjfY2Ynp6CQRdYcyyzcZwFp2w5Uh94ClZYDqmjlIYCRohhQTMhgvIoFuRUsm16AAciSXGSsABmolVuIBZyA5AQGNAsrn4BQBaCs1MK2O2DAsgaQFJAW96FafhRZZR6S4nqQDphi0SRTAIIJQEL+7hHZhZDBedlFKLEQYB2A7EmhVOnQTJQJbgHkyYUAnkKhgC1bt0brZgK4yTEPHz6M5599Fn3z5v3/2zuzIDmKPM3//hGRmVWlKlUJCd0SkhACSUhIICQaEKfE0UBPc7TNsT2HzbGn2eys7cO+7ss+rNma7TE2uzazs8eMTXdPz4w19NA0y63mPsQhEOJotUCAhITuq87M8H1w9wiPyKwrqzKzquQfFmRmZISHZ0SU4osvPv/+XLNp04xTAN39eeHCBT7+6CPWrltHe3t7U/Z1YDxSxWKBm2/ZzrNPP82SpUuJooi777mX7u7upB+333HHlCzlbftXLBZ5+HuP8MnHH1MoFOjr6+fs2bP83u//Bm+9+SYf7dvnCbLHNEO1TWDy2p3I9xNF/oeo3BalxjIjNFWDDKc3FPn5WTUvVZVzJBkSUmiJZ0pqk8XN+9jxF5MQdF1t0A4otn2KsyQZQ5JN+LDKPaq3SwQFISgq4iEIi5hH+kaRTxROs2GjCGdqzihDGBNllYTtWxsG1oYRCmFxGZWBj4krnxMGa4xlwBg/JERL0XaCJDwZIUuH2oELYzmSDixJXo0m2ZaEW2Vaq8eaHGuSbguZKCIkrqCC0PjDxVgvOgkLN1AeeA2RToLCAuM/d0hy6CjKoAfdBTk12XmKoMlwzm8c58hxkCrQE4HOCa+zkSkgIU9rguwiT8z2frCXc+fOsv7qq5k9e3bTSPLRI0d59eVX2HL9Fi5fvXrGkeM8ojDk+PETPP7Tf+Tue+/JkNNGoVAsctmKFURRgaVLl3L91q2cOX2a5Zddxpbrt2SWtRX4pipEhM7OTq7bovu9f/9+hoaGOHzoEEeOHGH5suUt7qGHRz3IkuSJtzW2ZZr3kGgcZHikJoC83WJ4kqw/2+9s9nTqSc6RYNNQojKS7kk7+K2WDaOWvULDHbxXrSQjoIzdQmzjgSIsoYuIlEEi04nAKMfGu2w9zInv2LxXCWEWx39sVWYM/7QEGwgCwrYNlHvfJChdhgRtWkU1Er2oCGVSJIQCujS0JbEumb0UrSCfG+dBjYGjwCJS1diqyIFp2/VA21QNQ6BNAkdy6JUgwULCaAPl/tcoBHcCXZoA2+NVMcfCVYGVsb6YJlG545+Q4dRvrKxqLEyUF6eYiMViCniQZyx7W7FiBefPn+fVV15NsnCbUea3Z04PDz78EFesWTPjyTFAqa2NHTt3sHTZUp556ikGB8bzWKo+dHV18Yd/9EfM7p5NEARs2LiR5TNEZV2xYgUbNm5k1wu76JzVyfoNV3P2zBniOPZZyR7TDBOVoMa6/jT/u0hIaPp783nM7m9MS0Ur5zNkSlEnOcbOfOe1VjGRNCNZt5EUCiFXVETyy8YJ0RKHZCWZyaEQtpPk6orJKnYzkIPILWedZh1nioM4ecjiZihbG4bJUA4LC5Gwh7j8id6gsWakxUOK6FzkAlJVOKQ97TylOg/oGXQuMpCxcpTNMRsyzx5iY/UYSufZUtTK3AjFQCwE4SokWM5Q38uouF/nGKtU5U0KcmTmmTLUsbOMadMt4JHJRXbykpmESnrTvVDIjFGQ8+js6mTHzp3JIDmAkydOcObMGRYvWUKxWExyaScCpRT9/f2cPnWKhYsW1SxeMdMRBAE3fOtbnDxxgqAJXmtbfjqP6RT7NxyiKGLbtm1s2bKFIAgYHBzksUcfZdWqVVx33XUETcqf9vAYO5zn4TVV1US3Gkdb4932WNTj5l1xx62fV1kuzGxjc8jOzyzsfM4pyck3zv9dxVi5q1oJEisGG2HbSruuqpxVkoE0Pg4jOxvbg/XLBpEQlhSVAQhKhtRaT4dVhJ2sZEyXXMXYkutEdbY81pBnZdKMJAyJ2q5m8PwLBOFqkFlOIIOQFgixsPnIOlki/fXzqE9FBjhPmmTRj6LdnA/WauGqyFa1dlRkI+PaQ4MKCQsbKA+eo9z3BoX2G4GijazWPTY83M09dr3kyT5zbRdVn7Me5Qn/ydiCI3Wu22rMWIlTRAiCgEKhkBCKWCl2797Nj3/0I3a98EJS0e7M6dMcO3aMgYGBlGQp+1c5PJRSHD1yhJ//7AkOHz7c6J80ZSEihGHIpfPnUygUUEq1RPEsl8t88P772eM4DWFLewdBQKlUYsfOnXzwwQe8+tprxJV6/7Xx8GgcEhVzxCuqGsM0VuRV1bEsbxcex2bqRF2bqOnaUM6+dRY1dgs7pZ9xFF5TLc+qxtRQkslVzcssY9qSmOrjFFe3KSZ/LFCpQuxW2itpZViVqVKFrfpr5+Mox4SuikzCbyU3P5kEgugSgmg+ceWAUcvt/tUJFmnhkGJGRdYLlUiJ9Bzqo0lnSGPErSQKqYo8aFTkirF5lM08XepO35yozO5GRUTFbSjVR3ngPZSqVKnGGXXYVZNVtZpcrSKTVZTt9ieCsfzJDzNNhUv4jCXItTBv3jwefuQRvvvQQ1y1dm2SLHH48GF+/sQT/PBvfsDevXuJ45izZ89y4sQJBvr7q8iWJYDlcpn33nuPtevWsmnzZq/sGRw9epRf7NrF4OBgU4lqGIacOnWKV15+mUo5X/NgekJEmDt3Lo9873t8efALjh0/3uoueXiMgkb/zWeJ8VQjxxOGo+wls0TlbkKspSFhT9llEoKbtURkbRVxSn4FTY6T5fNWinQbVa/O8omn1Sq71nYRCEEAUbtDxqwNw7VRuGWpk1LTKRnWxLnaXpEkXCRthkSlK4krnwEDZn/aEtnWZmHTKgRLjvV/tvIeQCfadjFeDAGnSc89GxNoi1S63uOKWT4msWTYMtSkgxm1xFsiKtxMpfwN5YG9evDkSCS5ivzq8tLucvllM+8nCBvzVu/UasxYi0UtWKWzu7ub7u7uZP7adetYu24dZUOqBgcHeeut3Rw69BWLFi3itttvR0T41f79nDx5khMnTrBixUrWX72eu+6++6LwGo8Hc3rmcPTIUV5+6WVuve3WphXpCIKA67du5dGf/IRPP/2UtevWzYibFhFh9uzZPPTIwzMqLtBjZmG4wWWTg+FU1DGu09R/BibrBkHSflveawiwcvOPRT+yV8bvkBwHu7qK06QKqDEwz6xro7+S5dP1bFZyGgGHSbsIEvuCKK1C64IYgjtoD4UmrrYUdZ9jtXAVQ0Um1UIFKlGNbWKDbUtbOCxxVolbwZLvILoUJETFRxG5zLFZmH2bJFhEpNaHNrR/uERKYpcABxlf7BvAKbRNQ0yb7WZbZaCIJs0xOu4tNPMFRcEkVYgpBmNTLczBlVlExRspD/4CoUhYWoPEod7f1jIRO+8D5xRSJJFw2loh2fUkt95ET2W7C+tdt8W4qAjyaLBELgxDbrv9NiqVCkopoiiiXC7rz8Cy5ctZvlynC3hyXI1iqch3H3qQZ595hm+OHmXR4sVNI6rt7e3cd999HD50GBUrrUjMAIhI4m+3g00nw0Pv4TGZqCbJMDF2WvsKPfJp3+xns2qY95PRbsJiTdOJ6TdluKkLNVkzHwNXtYgzO+s5djbvEOnhSbIyEWNiylLrRpRDvhIuajzHYUFQQwo1BEFBf6cLZVgGT0KYtQVDd9QmYCirGMepglxrHkFIWLyCyuCnRIVlEARGLA+SwiE6bk2Z1xKaBIfodGebOlEgrbg3Ediday0rQ2gKFhuibD8PovOaTQER53jYAybSQ1S8mcrgiyj6iUobjPKdbik5O0yEmz0WGa+ysZ/om5IcUbaK9AR/8nS2O3qCXANWaXbVukKhwLr161vYq+kDEaFUKrVEXRcRunt6mN2EuLlWYWBggN1vvsV1W66jrUnZ0x4eY0WWJMP4iPLwF9O6SHFD/zSqifFkby5b9MOqsbawSFZNTmPf7OIpSU5ylDPE2BQJsc3jqMouea4iyYYUm/a1Mqucw+wUIQlyx8X0NWyHoXOkJaoTGwFGCRbEFgSxOb+GLFurBaY8tcqQYklIH4EQFi+jMrAP1AmQebrP6UbQZDgkLRISoNXdmNSLPIhWkY+gvcX1w5Jx3b6gVeOC2UYbVkVOR7dZxqrSAiLmZkNkLlHxTsqDLzGk+iiUtkBg0zgckpwjvjiKckqizfkbpOtOhg9YTcDHbPvUSnj506MhsEkTURQ1ncDZAZoiQrlcntZ3sLUQhiHHjx9n165diS3Iw6O1yMpNtb3Bo/0d1rZRjO4zzq3nqGWNg3Je1aRuzo4PTywHSdt2hh0gp5EfIJnGwMUZX3I6GM+NdaOmP7kq+g0SpZkaXmS7raoIOMEcQFIlWYQgFKIOiE2VZ3cwX+JfTjzGjkfZiYNLEywsebafJR2sF5YICsuolPdn+xAIIhGaDLuRbyWysW924F6EtktUpycNjzLaZmEx6B5l8xpnb4Iy6jLoAXsqo6rbRUQJIrOJSnegKr0M9b+Mivv09c4djJceIv3e2qDt9+6gvlilUc2Tcdl0tjFu//EUuGx7guzRcMRxzInjx1tCVt/fs4cLFy7MKJJcKBS46567OXzoEPs+3DejfpvHNEXCDrPnYjXBVSNM2eVHJ8W5Z8BNIcXZaaKbdMlwHAfEcYBSoTMFZr6k/Nj2xeYZQ0JOk35Jrp/5rORMwgU5MpwuWytDOZOJnNteniTb5V3SasltUBCCAiibrOaSYfvY302vMJbhNL1CD7pLM5OzxNlOUWk1Sh1BqVMmYcMO1hP0QL0QO2BPkjQLW21PSElxG5okjweugOGer+bOIEm1iEnTLIbALYedHEaVkuTkVRDaiYo3gyoy1PsCqnxWk2onfCQhyubVJcV5opwkXlSc7taJNMt5/NNUGKTnCbJHw1GpVHj++ed5+63dTSdzlUqFPe+9N+NIZHt7O/d/5zt8feRr4ngK/Evi4ZGg9t9anvzWmoZvrZpM60adadJQi7zHmc8T2WRKigWlApSKUCrEpkVIUEknqxaLJIQ5TTWwjNnpk6MmpykXtUgyZBMuzDoJCY6Tdqp+v6ga7TqvyXpx2rYtJJJEsWmSG7aZoxmn5Nkl0bVi38RwV5cQZ96H2e0EUTdhcRWV8juIVFKinbDrEmnsW4E03SJyVGRrt+wBLqn3yJNGv9l9CqmyXEZl9rWJglMVx6pg/hpyJBmKRMVtBMEihvqeJR76Ji2M5pzGLjnOq8dV309GzNuY1GLlFWSPixdRFHHnjh28++477N+/v6lk9aq1a/ni4EGOHjnStG02AyLC/PnzufPOO/1AUY+pgQxjzBHZumAJV412JkSKaxHgkSeXh0+UGOv3gRnsppBgCAnKhhyncW36O1vRroIEZbQX1arLVlXO3jhUx8GlJDd5b0myjYhziHa6nh3NRaI6i7tfhot/q2G1SLyv1m7hqMFhSVst3Ei4vHXCjX3DEuiQTEZyJjvZqbpHIISlK0H1Uom/Mj5m026Si1zAVtcjQ4qt1cJW1RM0SZ7o8K3s30dKjCHrccgxRUdJdkmtKAEVEUQbCaINlPtfoty/B+JyFUl2VehaUW8uUZ7Qpdpua1SCLFM25s1fWT0aDhFhzpw53HPvvYRNJnOdnZ3cfscdhE2KmmsmRCRTCMfDo+WoYpD1XmFz602YoY6FBNtpEjaX33qGGBu1OChr0mtlz/IAACM8SURBVDmigu4SZgyJLmslFK0qJz2sablI20hJstkfrpJM7PiMHZKby0ke3nJBNRF37RyugpwoydrqEBQ1sY3tmDRHEdZqsGRIr7ilpo1KjJOZjEOm7TJB2EbUvpm4vAfoS8pg6+2FCEXStIoSaRZylHYqIcXtwFImL+PAMQUnlgyrNA8kKrI5lNUk17kfEkKCaDVh8TbiyjcM9T1PPHRyeJJs28yT5ElScHWbqr5pCijIM481eExJiAgrVq5syXYXLlrU9O02G0ophoaGkgp8Hh7NRQ1Cq/LfjUY1a7Qx7u0Pf1Vt9m2kq74pWz7YqMEwPCEeocV0HdEMR9s0dDiwpKO3AJOha9IP9Lo21SImKWEtWn1UYubb9AmbbiFgo92S1ItkHdONROkMkt+llMJGv2nipvMbEKWVXlMW2iZdhG1QvgDSZkhuLE4EmW46SXAwsW4S6s2a+w0z3yRn2EQL531YXEJlcD9x5RPCcJPOaFYgsaAkBFVAR62VUYkXOUaryIOoxItcBmahSfLBEY5ZAMwe8XjqSdCEuITem/apicosp0xch76/0evZtZMkDwWCIMFcpHgrceVjhvpfICqsJyyuhsDaRkzLtgHbjj0nxNn0RKBU/UqwT7HwuBihlKK3t9d7ZycRSileevFFPtq3L/WeeXg0FdnHxtWMdDQV11lvVDbrruf6g6vV30m3KI/Ws0Sds77hVDEWRzHOrcX42YhKFOXUepG3XUDel5wo5nklOaMMu/vMkm7ntcpqYdtUmXXcwX+JimwPSKIAQxAJEqHLUOdV5BppFcO+N5aKbMKFnQKitmuJK5+h1GlzTMwPFUmsFlo3tJX27OfQfO8WamoH5ufmuQhIrRm1MOS8t9fCdNCe9iYrXC9yYq9wDk3iR3YTKxQIRcJoA1HxFirl/Qz1/QJVPldTTU5sFbXamghi0+16phw9EJFQRO4SkX8mIutFZIWI/FMRuU40bheR3xeR8Y6kHBaeIHs0HXEc8+wzz/D5Z581lchZ4jgTyaOIsObKK3nt1Vf57MCBVnfH46JDXvEyGI2ljovJ5sm0IWVjXb2BcNMorKqrPcZxA4ixRmrNUMajbG0X9rJuCe1wJLmG3SI/GC9nr7D7ezSrRRIvl4+MS76XKs9x2JZyQDf2bbj32Si4PBnOEmerIgdRt459q3ys17PkOBmwV0CTYxONkZxVRfNqCTPm+7nAMqofxofo7OR6zkhrs6g4r4YtugP2nMIqLjHOEFslBME8otIOkB4G+56mMrgfFVfGRJQnClWj/bFOw1ymPwGeBL4L/DrwNnAHsAa4BtgL3C+T5Dv0BNmj6QiCgPVXX82LL77I2bNnm0ZY+/v72fvBBzNSuRYRli5dyh137uCF55/nm6PfzMgbAY+pi0SFHG2hcbPZWqR4crOH60X1wDvtCdYpFFmPcY21R2t9lCmFbl8nYFg1GcSwzdFIskuISUlvngDbbWbm4ajN2eg328eMOp1kI6tERbY2iiASgiLEZUucyfqO8wP2RlCRa+YimykqrUHFR1DqTKJgZ1VkS44j40W2n0PSVItkz5PaLTqcaYmZX88Zmj3XNYZy39mPKvt2GJIstBEWNhMVv0Vl6COG+l5GVYZXkzNEeSKYAEE2f+KrRWSziFyilKoopQ4CncA5dJzIu+idfDnwuZm6yB6kuuEJskfTISKsWrWKlStX8stPP23adguFAh/t28fxY8dmJHkUEVauWsmvPfgghYIfXuDRfKQkeXKvrPkBdK1CVikGatkogoozqK5mK4y8fxxyKbWn7HLuskZNlkrqe3aY03AxcFkl2SG/+eMgrs9ZgWQVZ7ftZPnhBuxZFdkMmJMAwhLpgLH8b85Eu0k6EC+U6ixkN+otM2BPkLCboLCUSvkj3R+TrqFV5AidZtEGCTm26rEesKdJc1vumM0CVjpTF7XP1PGevamarKyirOJsBJvzviZJtoeHgCBYRFTcAVJkqO85KoMHUPFglihnHUsTQpKGUcdktt+BNnIXAERkKfAd4O+BXtK7EPvelkGcFBXMX0U9WgIR4ebt25uq5oZhyNUbNvD5558zf8GCpm23mRAR5s6dm3y2NwI+6cKjuXCvruM997JX50acufXdH4sZ8Ob0yBDSVKUddctj/m6ktkTyv8F+0KRTmQxipSJSYuuuK2Yd+xojYjKWxRKuGCFwykwrnJF5pC04A/cMOU5KUCvdt6oBeyKpimyVZKXJbtimqPRry4U+FUxJa0U6QM90xarPyvEqJ+9D0QUvFGlpakOSo9KVDJx/GqXOIUG3JuVid45uWAhQRAgVVOLTiNBqrlWVx3P9sp7mWlAoKkbBjs3xC0gTLgQ7eFCcAZHJV7Xe21mSftbnRxtRYStxfIjK4LtUhj4lKl1DEC4wO07/+kkhycaDXOe6CnhfKfULABEpAf8avVO2APuAPwG+Ad4BbgC+D7ymlJqUErOeIHu0DGEYEoZh4gtuNIkTERYtXkz/gQPEcUwYDje4YnrD7se4EnPgswMsX77cx8F5NA3pNdolYGM59xwFcozbGpnoZphBVQ+tAjx2Cq4JnZAS4qTFEZsYC8twbgjG2B13uXQ/pDfEmqyWUXGU+KFdtTmbbgFW+VVKELEFkBUpL9YkVxNh9L7IEWdJ+pIn7JYc6/QLu10CawMxnRJFUBTiQaUH7IWkLhGFSakAYpUoxTrBQRNgFei+Z4iyUaOzCRhdhIVlxOWPCaOtph/2jDFydRKkbFVkJ6mDAEU70MfYSbK1aFi4D/BV7r39bI+ZkHqS0Soygd6Hdn+b93lSnPksmGMlBMFSgrYFxJXPKPe/gQTdhIWNBNElZp2JXy+0il0fy66x2iDwH9A7bggYAJ4F+pRS/SLy39CjIs/W2d0qeIuFR8tRqVQ4fOgQ5fKk3PSNiJ6eHjZec83FEYUmsPf9D3j2mWcYHByckbYSj6mEHGnMzBtNOTWP8MdIjrMWh3x55rRM8/Dztf3AtSRY3/Dwk10utU+MVAFw9N+dXWZ0S8ZwU611UwuFBGWzz8y/eTUSJ2pV3KtlsbBqc1VRkar+uK9OMRHRcXRuhT1MHnJidTAD9mJzObB2DKsWp4Pyas1Dk91kfjqgL5kvIEFAWFxDXDmEos/MF9OnEFtZT4y1QqrIMmZekbHRKNumC5uxDGALlowVIwQVJ38bNRbJzBegSBCuISrtRII5lAdeZKj/dVTlzORcL+zhr3dym9I4rZQ6qZQ6p5QaVEqdUkr1m+97zed6NesqXAQswWOqo1Kp8Mwzz/DZgQMNJ3EiQhRFF4WaKiLsvPsuhoaG2PXCC1Qqk/bvhodHDrWvyMOTrGqCNdpfZHWJZk12tfd3NHJbPQVhBQlM9bqkgh2jTmPfH6P9W5YluPW1Ud1O1qNsSXIFbUcOnCZzsWz57eUj3zKvZrlknjNgr0YUXEq6zTxJ10li3SypFQgKOvYtLmfJ73CJFXpwXnYwXkK6a3xGIAhnI0EJFR93BurpfzcFlySng/ac8nzm9xTQcW9OwZYMBO1Xbs+px/VcfxQZFRnS62VeqXVPm3xFvKr7K0FkFmF0DVHpDgRhaOAtVKW/bvU33XbtMtJjmqaAoOMtFlMItU4IG+4ex9qYH4bhjCN3xWKR2++4gxeef57FS5bQ0dHR8N8Yx3Fis5hp+9NCROjo6ODb993HmTNnLg7V3GMKwD7L1Uif9ta+4I2FGNslUxU0LbiRfDsl/ozHrhhb1I5+m8i2JTfPWikqKNL4uWQ5Y5EQUVX2iBH7IzEo99+U7HpiipRYT3LSFwGU9TdL6mE2PmQV6IIkYRHKvUBkya32FFuVWJkcYxUoqvzHznvl+o9dkhyEBMWVxIMHCMJlhqGb7ouAsrFvNkHCkmSFVo77za+1dgvIZhuD9RxL1VleYnh9Ukb4zpFVVQVkeAqnlHNuOYdK3MPqWi8QRGYTFrcRqkFICqPUDztIr76VJ7z5CcNfMVsEN5PXTkeOHOHll17i5Rdf4peffprMP3P6DD/8wQ945umnq9aZCRARli1bxrx583jt1Veb8rvOnT2bqKozZT/Wgi1HPW/ePIIgmJHnj8cUwQgEVUaYRkIaoTZ8rvD4lN1GoIb6OuKyKSaPHGfbSJVh97MZUOgSX8kq92n6hPu9SlfJq8mZedmCIzVV5CRL2bRtq+VZcurErgWRVoSVy+VdpTewr6lFw7VTJMqyOOslhUF0Y2FhOUqdRqlzpj/2+wBJFGNtpZDkPcm8VEm2/xVzk9QgxwXSjGWzAzMFRYIa64wBNVTkzD/xtYhq1YMfQd+tlCZHOIqVriFex6R8Jb2LE7aS3Icffshbb77J4OAgAENDQwRBwKzOWRSL+g/mwoUL/MWf/zlP/uwJuru7+fLLL3n8p//I0089xenTp2cMyQmCgO3bt1MqlZrymzq7uui90MsXBw82fFtTDW+9+Sa7d+/2lguPBmLif8NujBpJxbiRcoVbgbH+ziyBrv0bJvffvfw2UtIbm5xkZ5s5Ql3dl7zP2Folas9zi4Lk27UEO7MdSdVlsQpuAEEhzUXGJbzO+yyxlpxdgqwtw9o4EltGJxJ0EcdHnDs2S2qtYlww5NjmIpfMgjaVYqwn43DrWI+zu9xYMU55Nk+azbzM63DL1YUhlBqsa6pW45sPT5BbgN7eXn7+syd4f88eOjs7k8f8y5cv56abb+ba665jxcoVBEFAsVhk87WbKZZKdHZ28fxzz7Hq8lWEQcjzzz2fsV9Md3T39LD9lluaki4RBAHXbNrE3g/2zsjCIcNBRLhsxQrefms3L+76BX29fa3uksdMwiQQ1/wAPD2IrtXEuAYRHBc51hieGI+XaI+lD1a5TT/r7evoMIWYx+tpgRBXPXar4dUsDCIM70V22nMV7ayKbJaxXuTAadd6kYu6CZXsu1QBFkOikyIheTLsVtFz7RMOEReBsLiKuHxAbyjzeENIB9fZV5uDbK9RNhO5SHblZCeQMPjMcjjr56Pf8oVI8u1NAMOdLg2iDyoJm6hnGmxMp8YB70FuAiyJjeOYKIooFovsvOsuumZ3EQTBiI8yCoUC37rxRrq6uliydAmvvfoKy5YvZ9asWex6YRdfHDzIBx98wKWXXsrma6+lWCxOe0+tS/Yb+VuWX7acnp6ehrU/VTF//nx++3d/h589/jgHPjvA+vXrW90ljxmBrPe4tid2lBYSS4VNmahgC0s0B5PJFMZvuRh9mdGWH21H6WMkQYyKQxA3Z3csyG9fnPWdV9E+YoX1NouzrslFJrVkKJtDliGo6IF3hTTyLSHBxlMrxhFg56uELCubZpa8Wp6q3Og3gSBaCLIHpU4jMkeP+7FqtApQSXJFhTQHuYQmcGVSu0SU/L50MJ1LsfL7OAJjw0iRJ8v59fOUrT4rhr3haCwUOrt5oM61G59qNRo8QW4glFJUKhW+OHiQ9/e8z4KFC9h2ww0UCgV65vSMqQ0RYdasWWzdto04jlm8eDE/+sEPCQLhyiuv4udPPMF1W7bw2YHP6O/v59bbbmvob2oGyuUy+/bt48orr6StLV+xaHJgiXd3T3cqWU3zG4uxwg7ee/iRR5JBoP39/URhSOTzkj0mCpcLjQNZckwTyHGjnrpVt1ufnaKaGNfaF6mg4JLUbDtp1rEhjUpn+io0kU1Ja367pi1JWVVSR8TO153IkOKkH0lFj2wf0vXS9sUyWeNLtu2EBT1YLzCpaEpED7ozscR2vGGGMCcD9MgM2nPnWxVawnaCcCFx5XPCaE6qMoNZuACUESJstrcwiKKIVpIHcvvcKsbDQbCD9LLkWLeXzrOWjJH+AOojyJPxpGdsmxpAqPcpZf+k9qUeeILcYJw4cYL33n2Pq9ZexeWrV9dFPnRJTj3dfe+9HPn6CIVCRF9fH5988gmbNm+mp6eHPXv20IyCG41GEAR8fuAzojBk3fr1jU+0UIoTx48z55JLiKKL40/Cxt2BTvTY9+GH7PvwQ3bcdRcLFy6c9ueQR7PhGhll3CTZxrdZxmMtFY1BI+1o2bYn/htGv0HQhNdue7iFq7/LqMiJ8OsmT6TbV0rMIo5XWKWtZn61LSaSLJNdKlWUTb+SQiNkHAU21UIsMbabFkcBtWqxIcpJcoVVlcVU8Auc946irNcTwuIqBi+8QhhdrX0dtlsqwFbU05UF7a8oGZIMOuYtRivLw9lerMqsCa9UEeg8OQ7IDtyzy2QOYI3tjAFNfRozgKqbINenPE8mLg420AQopRgYGOCrL7+kEsesWbMGEWHBggU89MjDk7INEaFYLLL8suUA9F7oRamYn/zDP3Dq1Cm2bttGX18f/f39zJkzZ9rGegVBwE3bb+aJx3/GkqVL6e7ubihhq1QqPP3U09y0/WZWrFjRsO1MVQRBwKbNm4njmCefeIJ7vv1tFi1a5EmyR53Ik+ThiVuqGmtyLBLDpJDjZo/JGCsxHo9yPHb13C6XVZOrl0lJr2THrdRcb7jjVuM3ZGXl3DJCrci3pKqeUqnhwlgb3DLUIkIQqTTVzLVZGJIssbZpiCXLQZYMZ1Rluw2rQgtI2IMEBVR8jECW6F9plyMAVUx+k6CTQBRFhEEzXw/iU7UqXADVVfQsIqoH6dl4OXde0Xif3X2cs2cm/R0doy4mY25qFAyi6K1zXU+QZwyOHj3KU0/+P8rlIe64c0dTttne0c73f+d3OPCrX9Hd3c2SpUv56ssveewnj3Lnzh2sXbduWpZTFhHmzp3Lbbff1hSSFkURW7dt5b1332XZsmXTcp9NFEEQsOX661m7dl2iLDfLC+4x9SH6BGgDYqVU1ZVr9LOjmmxNrt+4tYTYYmLE2F2uvv2QElAY/ahomdQ1V9Tuj2uDMBYHa9cgcVA4M9x1TBu1bpRs/rJd3bSPIc42lUKJIqhlszDnSpUH2SrD+TxkZzmrHickPCgSFi4jLv8KiRZBoFfQJbdDYx1x/cHWH9uG9hvHaBuGGwU3EiLSQX/ucQpJUzIsClRRNZlAfn+t1WSY+RPERCwW9XqXJxOeINcB+w9Qb28vURRRKpV0sYs772DhggUUmjRQzvqTN2zcmMxbtnw5D3/vEV55+RUWLFjApfPnN7wfjYCIsPyyy5L3jd7Wqssv15nIsWJcFT9nCOw+7uzqTObFccyBAwdYvHgx7e3tniRf3LgC+HVAicifKqXOZL6tOjVqWS1SFuXmG0NaDnn8p1iziPHI2xm53+NTjUdvr164PmDrpTWRb47NwqrB2WXBPch5YuwOudPfGZsFuVMgZ7MQY8BIvcpkbBR6WfQAPXI2C6sKW7uEM9+SZNdm4RLuxLts+WwsBIWVlAc+IQx7QTo1qUYvpyTMiuQJsS0nvz4dYGetFnnYXOW0hRSuauzOL1GlPtcqDlJLPa6lAtfi7vllJu3cU0CfsafUg3qV58mDJ8jjhFKKL7/4kvff38OJ4yfYsXMHS5Yu5ZJLLuGSSy5pdfcIgoAlS5fy4MMPEYYh5XKZvr4+Zs2aNe0sF80kZGEYctXatU3b3nSAUoqP933E888+y507drBy1appdw55TBquAZ4EFgGbgF9ULzLMI3lxvnaXViEQ63LP7nJjRrNV4yzG9s/TePo4OQMSUyvFGJZDIYbkGVacIYLVnmTdz9rH2SG5yXIky45cWU/VVqOtDzkQgoJK3QxWCbabdJIprFqc9xwng/QS1Vmr0JYkB2EHYbQEpBeh0/wUq1SLUZIFleQjD2Ar62mrhU2uGE8FOqsO5yVc60GWmuR4VGvFCOQ4M19yrzjLTFhVVsDXwNE61299/OpFQ5Ct6mszb+2FfmhoiL6+PsrlMh0dHbS1tSEiDAwMcPToUS6cP09nVxfLli1L2jly5GsWL17MnTt2NCxlYSKwXmWA8+fO8dPHHmPz5mtZu27ttCQ4lUolIflNKUFdiQmjmVuCeqwIw5Bv338fH+7dy1dffcWKlStb3SWP1qGElnROA90AItIBfDeIgm0f/83brwZROM5nolltsQmYD3xT15rWKtBAGJtDO/q6fG4ibanRmI2q9X06T7mfVfY70/6lKE4YHTZdX+XWzbWR/U73I5nn9Ckh48q8V+Ya7oyBS+bHJPP1PGXnBSpmLopjmXZis7J9D9rPrABVIS5/nf4Wle8QycZUhsApUoI8VlhmL7PRmXH92W9rPMpU7v60C47hOiXDcN2RVhVQlWNnR298WJyBoWepn2cOMsG/g4li2hLkOI4ZGhpCKcXQ0BClUolCoUClUuHs2bOEYUixWKRQKBBFOvHh9Vdf48jRI/T09LDzrrsIw5B333mHvR/spb2jnS1btnDFmjUAnDp5ijdff4OOWR2sXr062a6IcP3WrZnPUxmzOju57fbbeenFF1m2fBmzZ89udZfGjb7eXn72+M+474H76erqaui2Tp06xd4P9nLTzTddNIkWIyEIAq7esCEzz+Z6j5bh7TGjcBJYaqbdAEqpXhH527gcy6mPv3kRONTKDo4CAf4E+M8t7sdo2AgsAJ5pdUdGwb8C/jfUHVHQDMwCfhf4763uyCi4G/23s9edOebbsTE6eOq9vVNK1SXlKqX2i8g9dW52QtueLEwLBqCUQilFX18fbW1thGHILz/9lDfeeAMUFEtFbrnlVhYtXsSJ48d59dVX6b3QS7lcZtu3buCqq65CgK7ZXSxavIju7u6ket01mzaxYeNGoijKEKIFCxfw4MMPVZGA6UYIRIQlS5bw4EMPUSgUpuXAq45Zs7h0/qW89+673Lx9e0P73dHRwdeHD3Hu3Dl6enqmzT5qJPL74Pjx4zz7zDPccuutLFq0aFo+lfAYN14FHgHOAx/ZmUqpWESOA/2tvpiNBhH5ehr08TxQmgb9PAKUp3I/RWQIODqV+wggIqeBC1O9n/Vguv8mGaVEcUtNXkopent7+fKLL9i/fz9nz57l/gceYPbs2fT19TE0NEQURRQKBQqFbAWaSqVCuVymUCj4C7iDgYEBvj78NUuXLZ02CqlSigsXLvD3P/4xv/bgg8yZM6dhxFUpxft73idWMZs2bfIEuQYGBgZ49513ePvtt9m8eTM33nRTq7t00WPXrl27brvttttbsW0RKQFDU/1iKCLtSqmprHgiIhEQKKVaX2d3BEyHfQnTo58iUgQqSqnxejQ8Gowpz5A+/ugjDh06xJVXXcXKlSsTb217ezvt7e3DrheG4UUZ1zUayuUyzz37LFu2Xs/GjRunBQG0aR03b9/ecFIvImzYuIFKxf9bNRxKpRLbbriBjddcw7lzLbWIebQYIrIJuBd4V0SeUqMoLs2CiNwC3Ap8Bfwc+CfASRH5MXAdsB14WSn1Ugv61g78c+AU8EPgYWAZ8CN0LMJvisgJ4G+BbcBNwC7g9WbuXxFZB3wf+CvgErQVYD/wKHC9iNwIPA98APwG2pv+10qp483qo+nnlcB30P74fwQeRHObvwaWisgDwD70INMH0IksjyqlftnEPkbA/cAatEVpDrAOeBd4GviuiFyO3rengd9E21f+ulasokdzMKWkVesnPnToEAP92q++afNm7n/gAdasWZOQY4/60dHRwc677+KN116nr29K31hnICKsvuIKurq6Gk7qgyCg4EsujwhbrnrBggWt7opHi2CUr7uB/4W+2M9rbY8yWIQmlT8C7kETuV7gW2b6S2C7IavNxgDwBLAQWIn2yv4UTaBuAl5HB+yuRpP8vwJuBDqa3M8v0L7YOcBc4E3gH9DRC9cDfwHcAWxAD6jajb7xaDYOAX+Gzkr7PvAZmrTvNP37e/T5uQJNUB8Hmv20JUafj38G3AwsQd+4PY0+DxaZft4D3Ibel6eBa5vcTw8HU4YgK6U4d+4cj/3kUd54/XUdACNCGIZ+MNAkQkRYunQpD3/vEUqlfCnLqQ17DlhPeiOhTPlpm3ri4eFRhXa04nkWJ91iiuAgWn39l2hS9AVwDE1E+tF9vgA0fdSysaKcRJOmTvS++xw9OG8ucBidj7XK9PUEZIJ2m9XP86RhtN8A64F/gVa7L6D3YR964OYx9D5f2Mw+Ov0sApeioyQ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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/dem_example12.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 6, "id": "informed-tomorrow", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:42.764607Z", "start_time": "2022-04-05T09:03:42.593008Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None400LINESTRING (166.181 5.047, 217.108 44.754, 269...
1None400LINESTRING (3.471 901.028, 85.474 844.490, 153...
2None300LINESTRING (1859.740 4.184, 1840.318 64.175, 1...
3None200LINESTRING (2158.400 4.831, 2123.010 99.134, 2...
4None500LINESTRING (1942.173 2049.057, 2007.344 2055.5...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 400 LINESTRING (166.181 5.047, 217.108 44.754, 269...\n", "1 None 400 LINESTRING (3.471 901.028, 85.474 844.490, 153...\n", "2 None 300 LINESTRING (1859.740 4.184, 1840.318 64.175, 1...\n", "3 None 200 LINESTRING (2158.400 4.831, 2123.010 99.134, 2...\n", "4 None 500 LINESTRING (1942.173 2049.057, 2007.344 2055.5..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo12.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:43.801871Z", "start_time": "2022-04-05T09:03:42.767606Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=15)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.200491Z", "start_time": "2022-04-05T09:03:43.804872Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3725.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fix, ax = plt.subplots(1, figsize=(10, 10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = plt.imshow(topo_raster, origin='lower', extent=[0, 2966, 0, 3725], cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2966)\n", "ax.set_ylim(0, 3725)" ] }, { "cell_type": "markdown", "id": "common-franklin", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as a raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "palestinian-auditor", "metadata": { "ExecuteTime": { "end_time": "2021-03-30T13:59:37.095767Z", "start_time": "2021-03-30T13:59:37.046756Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster12.tif', extent=[0,2966,0,3725], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "id": "under-pursuit", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.248115Z", "start_time": "2022-04-05T09:03:44.202473Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster12.tif')" ] }, { "cell_type": "markdown", "id": "central-option", "metadata": { "ExecuteTime": { "end_time": "2021-03-28T12:43:27.113805Z", "start_time": "2021-03-28T12:43:27.067793Z" } }, "source": [ "## Interface Points of stratigraphic boundaries\n", "\n", "The interface points for this three point example will be digitized as points with the respective height value as given by the contour lines and the respective formation. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "bottom-plymouth", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.438153Z", "start_time": "2022-04-05T09:03:44.250095Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/interfaces_example12.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.501151Z", "start_time": "2022-04-05T09:03:44.439148Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
0NoneCoal600POINT (104.302 1770.385)
1NoneCoal400POINT (1696.262 1775.038)
2NoneCoal200POINT (1842.732 602.462)
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" ], "text/plain": [ " id formation Z geometry\n", "0 None Coal 600 POINT (104.302 1770.385)\n", "1 None Coal 400 POINT (1696.262 1775.038)\n", "2 None Coal 200 POINT (1842.732 602.462)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces12.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "armed-victorian", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.533158Z", "start_time": "2022-04-05T09:03:44.503152Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationZgeometryXY
0Coal600.00POINT (104.302 1770.385)104.301770.39
1Coal400.00POINT (1696.262 1775.038)1696.261775.04
2Coal200.00POINT (1842.732 602.462)1842.73602.46
\n", "
" ], "text/plain": [ " formation Z geometry X Y\n", "0 Coal 600.00 POINT (104.302 1770.385) 104.30 1770.39\n", "1 Coal 400.00 POINT (1696.262 1775.038) 1696.26 1775.04\n", "2 Coal 200.00 POINT (1842.732 602.462) 1842.73 602.46" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=None)\n", "interfaces_coords" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:44.864234Z", "start_time": "2022-04-05T09:03:44.535159Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3725.0)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2966)\n", "ax.set_ylim(0, 3725)" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "For this three point example, an orientation is calculated using `gg.vector.calculate_orientation_for_three_point_problem()`. \n" ] }, { "cell_type": "code", "execution_count": 14, "id": "equipped-closing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:45.070302Z", "start_time": "2022-04-05T09:03:44.866234Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/orientations_example12.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 15, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:45.102311Z", "start_time": "2022-04-05T09:03:45.072303Z" } }, "outputs": [ { "data": { "text/html": [ "
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ZformationazimuthdippolarityXYgeometry
0400.0Coal140.8411.2911214.431382.63POINT (1214.432 1382.628)
\n", "
" ], "text/plain": [ " Z formation azimuth dip polarity X Y \\\n", "0 400.0 Coal 140.84 11.29 1 1214.43 1382.63 \n", "\n", " geometry \n", "0 POINT (1214.432 1382.628) " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations = gg.vector.calculate_orientation_for_three_point_problem(gdf=interfaces)\n", "orientations" ] }, { "cell_type": "markdown", "id": "suffering-graph", "metadata": {}, "source": [ "### Setting the data type of the fields" ] }, { "cell_type": "code", "execution_count": 16, "id": "appropriate-reputation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:45.134333Z", "start_time": "2022-04-05T09:03:45.103320Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 1 entries, 0 to 0\n", "Data columns (total 8 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 Z 1 non-null float64 \n", " 1 formation 1 non-null object \n", " 2 azimuth 1 non-null float64 \n", " 3 dip 1 non-null float64 \n", " 4 polarity 1 non-null float64 \n", " 5 X 1 non-null float64 \n", " 6 Y 1 non-null float64 \n", " 7 geometry 1 non-null geometry\n", "dtypes: float64(6), geometry(1), object(1)\n", "memory usage: 192.0+ bytes\n" ] } ], "source": [ "orientations['Z'] = orientations['Z'].astype(float)\n", "orientations['azimuth'] = orientations['azimuth'].astype(float)\n", "orientations['dip'] = orientations['dip'].astype(float)\n", "orientations['polarity'] = orientations['polarity'].astype(float)\n", "orientations['X'] = orientations['X'].astype(float)\n", "orientations['Y'] = orientations['Y'].astype(float)\n", "orientations.info()" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 17, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:45.483396Z", "start_time": "2022-04-05T09:03:45.137318Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3725.0)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2966)\n", "ax.set_ylim(0, 3725)" ] }, { "cell_type": "markdown", "id": "wired-vietnamese", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 18, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:46.638211Z", "start_time": "2022-04-05T09:03:45.485395Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "import gempy as gp" ] }, { "cell_type": "markdown", "id": "optical-realtor", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 19, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:47.459914Z", "start_time": "2022-04-05T09:03:46.640211Z" } }, "outputs": [ { "data": { "text/plain": [ "Model12 2022-04-05 11:03" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model12')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 20, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:47.714523Z", "start_time": "2022-04-05T09:03:47.461916Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model12 2022-04-05 11:03" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 2966, 0, 3725, 0, 1000], [100, 100, 100],\n", " surface_points_df=interfaces_coords[interfaces_coords['Z'] != 0],\n", " orientations_df=orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "id": "integrated-pension", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 21, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:47.778300Z", "start_time": "2022-04-05T09:03:47.716508Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0CoalDefault series1#0154821
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal Default series 1 #015482 1" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "id": "younger-young", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 22, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:47.906331Z", "start_time": "2022-04-05T09:03:47.783301Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0CoalStrata11#0154821
1BasementStrata12#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal Strata1 1 #015482 1\n", "1 Basement Strata1 2 #9f0052 2" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Coal'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 23, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:47.986348Z", "start_time": "2022-04-05T09:03:47.910330Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0CoalStrata11#015482131
1BasementStrata12#9f0052200
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Coal Strata1 1 #015482 1 3 1\n", "1 Basement Strata1 2 #9f0052 2 0 0" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gg.utils.show_number_of_data_points(geo_model=geo_model)" ] }, { "cell_type": "markdown", "id": "medieval-deployment", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 24, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:48.288436Z", "start_time": "2022-04-05T09:03:47.988352Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cropped raster to geo_model.grid.extent.\n", "depending on the size of the raster, this can take a while...\n", "storing converted file...\n", "Active grids: ['regular' 'topography']\n" ] }, { "data": { "text/plain": [ "Grid Object. Values: \n", "array([[ 14.83 , 18.625 , 5. ],\n", " [ 14.83 , 18.625 , 15. ],\n", " [ 14.83 , 18.625 , 25. ],\n", " ...,\n", " [2958.51010101, 3687.44959677, 556.33007812],\n", " [2958.51010101, 3702.46975806, 558.58599854],\n", " [2958.51010101, 3717.48991935, 560.82910156]])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster12.tif')" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 25, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:48.527471Z", "start_time": "2022-04-05T09:03:48.290418Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction='z', show_lith=False, show_boundaries=False)\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 26, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:49.037682Z", "start_time": "2022-04-05T09:03:48.530481Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" ] }, { "cell_type": "markdown", "id": "geological-triple", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 27, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:52.207964Z", "start_time": "2022-04-05T09:03:49.040682Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling theano function...\n", "Level of Optimization: fast_compile\n", "Device: cpu\n", "Precision: float64\n", "Number of faults: 0\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 4865.47\n", "$C_o$ 563637.64\n", "drift equations [3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.set_interpolator(geo_model,\n", " compile_theano=True,\n", " theano_optimizer='fast_compile',\n", " verbose=[],\n", " update_kriging=False\n", " )" ] }, { "cell_type": "markdown", "id": "above-lending", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 28, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:55.903299Z", "start_time": "2022-04-05T09:03:52.209963Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "id": "developing-wallet", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 29, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:56.732635Z", "start_time": "2022-04-05T09:03:55.905300Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 30, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:03:58.424010Z", "start_time": "2022-04-05T09:03:56.734619Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gpv = gp.plot_3d(geo_model, image=False, show_topography=True,\n", " plotter_type='basic', notebook=True, show_lith=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "annual-clarity", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "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": "3.8.5" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }