{ "cells": [ { "cell_type": "raw", "id": "f7607980-2884-4a83-abc2-ae5824aefc36", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ ".. _notebooks-loading:" ] }, { "cell_type": "markdown", "id": "bd4da06b-efac-4da8-bfa4-914fd0c4ddca", "metadata": {}, "source": [ "# Load files" ] }, { "cell_type": "markdown", "id": "d80cca45-3160-4b87-8cf4-194aeec0acff", "metadata": {}, "source": [ "## Input files format" ] }, { "cell_type": "raw", "id": "8caa1229-2405-4cb6-ad76-c29eb8e157b0", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Here, we cover the fundamental file-loading options.\n", "The configuration file options are covered :ref:`here `.\n", "\n", "All the files must be in ASCII ``CSV`` or ``XLSX``; binary ``MV`` files are not supported.\n", "When you have only one or two files to convert from ``MV`` to ASCII, perform it with LabViewer.\n", "When you have a whole folder to convert, used the dedicated LabViewer tool." ] }, { "cell_type": "markdown", "id": "8a4bd616-da08-4125-98de-6ee1179dbae0", "metadata": {}, "source": [ "## The different objects" ] }, { "cell_type": "raw", "id": "49791e28-7150-4a13-bd2b-d4b7fc39877e", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "1. :class:`.PowerStep`: holds a single power step or trigger. Corresponds to the top window in LabViewer.\n", "2. :class:`.PowerStepSet`: holds several power steps. Used to concatenate several triggers in a single file.\n", "3. :class:`.MultipactorTest`: holds a complete test. Corresponds to bottom window in LabViewer.\n", "4. :class:`.TestCampaign`: holds several :class:`.MultipactorTest`. Used to compare them, produce susceptiblity charts, etc." ] }, { "cell_type": "markdown", "id": "9e6e8849-f1e3-4d85-b59f-e8ea314df393", "metadata": {}, "source": [ "## Raw files" ] }, { "cell_type": "raw", "id": "c679090b-e97e-4499-b1ad-3d0619233ca8", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "\"Raw\" files contain acquisition voltages, in contrary to \"non-raw\" files holding actual physical quantities.\n", "\n", "Use `is_raw=True` when loading a raw data file to automatically convert acquisition voltages to physical quantities.\n", "\n", ".. note::\n", " The conversion is realized thanks to the transfer functions defined in :mod:`.transfer_functions`.\n", " The function parameters are defined in the configuration file.\n", "\n", ".. hint::\n", " It is always better to export raw data files from LabViewer.\n", " This way, you will have much more control on the post-treatment." ] }, { "cell_type": "markdown", "id": "e9f6796c-3df7-45b4-b103-9e67bb4a6aea", "metadata": {}, "source": [ "### Example" ] }, { "cell_type": "code", "execution_count": 1, "id": "33f1a652-3a52-466d-ae40-b4fba444e8c6", "metadata": {}, "outputs": [], "source": [ "from multipac_testbench import PowerStep\n", "from multipac_testbench.data import config_path\n", "from multipac_testbench.data.power_steps import power_step_example\n", "from multipac_testbench.instruments import FieldProbe" ] }, { "cell_type": "markdown", "id": "2f560b32-f486-4aa4-95bb-0c25fcb8af9e", "metadata": {}, "source": [ "We load a trigger raw data file, without declaring it as raw.\n", "All the signals are between 0 and 10 because they are acquisition voltages, not actual physical quantity." ] }, { "cell_type": "code", "execution_count": 2, "id": "caf3b20e-c9ba-4cd8-9a12-035f0f9451d1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/placais/Documents/simulation/python/multipac_testbench/src/multipac_testbench/util/physics.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " reflection_coefficient = np.abs(np.sqrt(reflected_power / forward_power))\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "raw = PowerStep(power_step_example, config_path, freq_mhz=140.0, swr=4.0, sample_index=1)\n", "_ = raw.sweet_plot(FieldProbe, figsize=(8, 4))" ] }, { "cell_type": "raw", "id": "6476065f-dde7-4a27-93d9-9b5029fee790", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ ".. note::\n", " The error message appears because we automatically create some :class:`.VirtualInstrument`.\n", " Some of them rely on :class:`.Instrument` data beeing positive, superior to another, etc.\n", " This is not always the case, especially when working with raw data.\n", " You can provide ``create_virtual_instruments=False`` to avoid this.\n", "\n", "Now with ``is_raw=True``, we will have actual physical data:" ] }, { "cell_type": "code", "execution_count": 3, "id": "2ae88458-c51e-4844-ada5-4d55071236c4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "treated_raw = PowerStep(power_step_example, config_path, freq_mhz=140.0, swr=4.0, sample_index=1, is_raw=True, create_virtual_instruments=False)\n", "_ = treated_raw.sweet_plot(FieldProbe, figsize=(8, 4))" ] }, { "cell_type": "markdown", "id": "955ae71c-dc51-4a7a-adf0-9d1bdb658c88", "metadata": {}, "source": [ "## Trigger policy" ] }, { "cell_type": "raw", "id": "5c3f06ce-a31f-4c27-9751-e6edb4ecde96", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "This option lets you control what to do when several consecutive triggers are measured at the same power.\n", "The default is ``trigger_policy=\"keep_all\"``, which will keep all the measure points.\n", "It can result in \"staircase\"-like plots, and can mess with the multipactor :class:`.Threshold` detection.\n", "It is recommended to use ``trigger_policy=\"average\"``, which will average all consecutive signals with the same input power.\n", "\n", ".. note::\n", " It is more robust to load raw files, because the average will be performed other acquisition voltages instead of physical quantities (the relation between them is not always linear!)." ] }, { "cell_type": "markdown", "id": "693557e6-6c8a-433b-b948-5e7fbaf3e365", "metadata": {}, "source": [ "### Example" ] }, { "cell_type": "code", "execution_count": 4, "id": "fc1951b4-0021-4b5d-9a68-f1f517a1e94f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/placais/Documents/simulation/python/multipac_testbench/src/multipac_testbench/util/physics.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " reflection_coefficient = np.abs(np.sqrt(reflected_power / forward_power))\n", "/home/placais/Documents/simulation/python/multipac_testbench/src/multipac_testbench/util/physics.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " reflection_coefficient = np.abs(np.sqrt(reflected_power / forward_power))\n" ] }, { "data": { "image/png": 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", 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gQYiPj9c47+LigqqqKty+fZuXz1pZWYk7d+7A1dW1zuu7uLhozKIBQG5uLgDU+n5fX194eXnh7bffxpUrVx5Lzt67776LjIwMHD16lFuU1FASiQTBwcEIDg6GWCzG1q1bkZmZyeWYVs/bNTMzg729Pdq3bw8A8PHxgZWVFY4fP44rV67w2lcnFAp5tYhDQ0PRvn17vPHGGxoLsBqbi4sLUO3Pr7rc3NxH/jzURj17O2rUKK3nf/rpJwQGBsLc3BzDhg3D119/jQ0bNiA/Px8nTpxAbGws11adoz179uxaZzprBnDagvTp06cjMTERb7/9Nvz8/GBnZweGYTBmzBiNPPD6UL9n27ZtWheSikQN+6vREP/YqY1SqURwcDDee+89refV/xBR09bXDh064NKlS/j2229x+PBhfPXVV9iwYQPmzZuHhQsXPra+E/K4ULBLiBHIzMzE8OHD0b17d+zevVvrX7bqjzp///13DBw4kDv++++/Q6lU8j4K1cbHxwfHjh1DcXExb+YqMzOTd31txo4diyVLlqBDhw6PvI+udu3ahVWrVmHVqlUai50aS/fu3bF161ZeYPj8889zAa25uTn8/Py4GWuRSIQePXrgxIkTuHLlCpydnTWCBG1cXFwwa9YsLFy4ECdPnsQLL7zwWJ4HADp16gSRSITff/+dF5hWVlYiKyur1mC1LqWlpThw4ABGjx6NV199VeP8jBkzsGPHDgQGBgKqVIatW7ciNTUVFy9eBMuyXAoDAK52sFgsrnWDkvrYu3cvIiIi8Mknn3DHysvLUVRUxGvn7u7Om41Wq3lMvdjS2dlZr341VopKffvr7u7OHa8+E3vnzh3cu3eP19bLywsymaxB4w0A1tbWGD16NEaPHo3Kykq88sor+N///oeYmBijrLFNSF0oZ5eQJ+zixYsYNGgQPDw88O2339Y6K9S3b1/Y29tr7Ga1ceNGWFlZYdCgQdyxwsJC/PXXX9xuXwDw6quvoqqqCps2beKOVVRUIDExEb6+vhqVGKqbNGkS5s+fzws2GsP58+cxadIkhIeHa93RTBdlZWXIyMjQeu77778HAN6qeJFIBF9fX5w4cQInTpzQKAHXq1cvpKen4+TJkzp9fDt9+nRYWVlh2bJlej+LNn/99ReuXbvGfW9nZ4egoCBs374dJSUl3PFt27ZBJpPptbHE119/jdLSUkydOhWvvvqqxmvw4MH46quvuNSJoKAg2NvbIzk5GcnJyejZsycvGHN2dkafPn3w2WefaZ2BLigoqFe/hEKhxgYra9euRVVVFe9YaGgoMjIyeGXj7t69q7EpRmhoKCQSCWJjYyGXy3Xul7W1NaAq8dUQ9e1vv379IBKJNH73161bp3HNUaNGISMjA0eOHNE4V1RUBIVC8ch+3blzh/e9mZkZOnbsCJZltY4XIcaOZnYJeUzWrVuHoqIi3Lp1C1BtY3vjxg1AFRDZ2dmhpKQEoaGhuHfvHt59912NWrleXl5cTp+lpSUWL16MqVOnYuTIkQgNDcXPP/+M7du343//+x+v1Na6deuwcOFCHDt2DH369AFU6QgjR45ETEwMbt++jTZt2mDr1q3IycnB5s2b63wWd3d3LFiwoNHHaOLEiYAqx3f79u28c7169eJmBtVloOrasaqsrAy9evXCCy+8gP79+8PNzQ1FRUXYv38/fv75ZwwbNgxdu3blvcff359bjFQzoO3VqxeWLl3KtasvBwcHTJw4ERs2bMDFixd5Jalqunr1KrZt2waoZugBYMmSJYBqzF977TWubYcOHfDSSy/xFoT973//Q69evfDSSy9h8uTJuHHjBj755BOEhISgf//+vHsxDKPx/pp27NgBBwcHrbWfAWDo0KH4/PPP8d133+GVV16BWCzGK6+8gl27dqG0tBQrVqzQeM/69evh7+8Pb29vREVFwdPTE/n5+cjIyMCNGzdw9uzZOkbzocGDB2Pbtm2ws7NDx44duZQXBwcHXrv33nsP27dvR3BwMKZPn86V8nrmmWdw9+5dbkZWIpFg48aNeO211/D8889jzJgxcHJywrVr1/Ddd9+hd+/eWgNJNR8fHwiFQsTFxeH+/fswNzfnFvHpor79bdGiBWbOnIlPPvkEQ4cORf/+/XH27Fl8//33cHR05M00v/vuu/jmm28wePBgTJgwAd26dUNpaSn++OMP7N27Fzk5OVrz6asLCQmBVCpF79690aJFC1y8eBHr1q3DoEGDYGtrq9MzEmIUnnQ5CEJMlboEkbaXuqSQuvxPba/qJYXUNm3axLZr1441MzNjvby82E8//VSjzJW6BFjN0kgPHjxgZ8+ezUqlUtbc3Jzt0aNHrSWSHrXTWV2lx+q7g1pdY1S9VJujoyP7wgsv1NkfuVzOfv755+ywYcNYd3d31tzcnLWysmK7du3Kfvzxx1p3hjpy5AgLgBWJRGxpaSnv3J07d1iGYVgAbGZmpsZ7te2gppadnc0KhUKtf37VHTt2rNbnf+mll3httR1jWZb9+eef2V69erEWFhask5MTO3XqVLa4uJjXpqSkhAVQZ3m6/Px8ViQSsa+99lqtbcrKylgrKyt2+PDh3LGUlBQWAMswDHv9+vVax2P8+PGsVCplxWIx27JlS3bw4MHs3r17uTbafp7U7t27x06cOJF1dHRkbWxs2NDQUPavv/7SKOXFsix75swZ9sUXX2TNzc3ZVq1asUuXLmXXrFnDAtDY1e7YsWNsaGgoa2dnx1pYWLBeXl7shAkT2N9//73WMVD7/PPPWU9PT1YoFPJ+1+r63WlIfxUKBTt37lxWKpWylpaWbN++fdmLFy+yDg4O7JQpU3jXLCkpYWNiYtg2bdqwZmZmrKOjI9urVy92xYoVbGVlJctW+39P9R0V1T777DM2ICCAdXBwYM3NzVkvLy/23Xff5e3UR0hTwrA1PxsihBAj8ueff+K5557Dt99+y0vVIPV36NAhDB48GGfPnoW3t/eT7o7Bvf322/jss88gk8k0ypoZo/r2t6ioCM2bN8eSJUvw4YcfGrSPhDQllLNLCDFqx44dg5+fHwW6DXDs2DGMGTPmqQh0a9YXvnPnDrZt2wZ/f3+jDHTr219tdZPVu6GpU5UIIdrRzC4hhBCT4ePjgz59+qBDhw7Iz8/H5s2bcevWLaSmpiIgIOBJd09Dffu7ZcsWbNmyBQMHDoSNjQ2OHz+OnTt3IiQkROtiNELIf2iBGiGEEJMxcOBA7N27F5s2bQLDMHj++eexefNmowx0oUN/O3fuDJFIhOXLl6O4uJhbtKZe0EgIqR3N7BJCCCGEEJNFObuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkwWBbuEEEIIIcRkUbBLCCGEEEJMFgW7hBBCCCHEZFGwSwghhBBCTBYFu4QQQgghxGRRsEsIIYQQQkyW6El3wBgplUrcunULtra2YBjmSXeHEEIIIYTUwLIsSkpK4OrqCoGg9vlbCna1uHXrFtzc3J50NwghhBBCyCNcv34drVq1qvU8Bbta2NraAqrBk0gkj/1+crkcP/zwA0JCQiAWix/7/Z5WNM6GQeNsGDTOhkNjbRg0zoZhSuNcXFwMNzc3Lm6rDQW7WqhTFyQSicGCXSsrK0gkkib/g2fMaJwNg8bZMGicDYfG2jBonA3DFMf5USmntECNEEIIIYSYLAp2CSGEEEKIyaJglxBCCCGEmCzK2SWEEEKIwbEsC4VCgaqqKkCVSyoSiVBeXs4dI42vKY2zUCiESCRqcBlYCnYJIYQQYlCVlZXIzc1FWVkZd4xlWUilUly/fp1q3D9GTW2crays4OLiAjMzM72vQcEuIYQQQgxGqVTiypUrEAqFcHV1hZmZGRiGgVKphEwmg42NTZ0bBJCGaSrjzLIsKisrUVBQgCtXrqBt27Z695eCXUIIIYQYTGVlJZRKJdzc3GBlZcUdVyqVqKyshIWFhVEHYU1dUxpnS0tLiMViXL16leuzPoz7KQkhhBBikow90CLGoTF+TozqJ23p0qXo0aMHbG1t4ezsjGHDhuHSpUu8NuXl5Zg6dSocHBxgY2ODESNGID8/n9fm2rVrGDRoEKysrODs7Ix3330XCoXCwE/zdKm8cQMF69ZDce/ek+4KIYQQQgjHqILdn376CVOnTsXJkyeRkpICuVyOkJAQlJaWcm1mzZqFgwcPYs+ePfjpp59w69YtvPLKK9z5qqoqDBo0CJWVlfjll1+wdetWbNmyBfPmzXtCT/V0uPPZJhSuW4f7+w886a4QQgghhHCMKmf38OHDvO+3bNkCZ2dnnDp1CgEBAbh//z42b96MpKQk9O3bFwCQmJiIDh064OTJk3jhhRfwww8/4M8//8TRo0fRokUL+Pj4YPHixZgzZw4WLFjQoNV8pHaVV68CAKqK7z/prhBCCCGkiWAYBl9//TWGDRv22O5hVMFuTffvPwyc7O3tAQCnTp2CXC5HUFAQ16Z9+/Z45plnkJGRgRdeeAEZGRnw9vZGixYtuDahoaF48803ceHCBXTt2lXjPhUVFaioqOC+Ly4uBlS16ORy+WN9RvV9qv+3Kaq8eRMAUFVWZrTPYQrj3BTQOBsGjbPh0Fg3LrlcDpZloVQqoVQqueMsy3L/rX7cmEycOBFffvklYmNjMWfOHO74/v37MWLECFRVVSEtLQ39+vXDnTt30KxZMwDA7t27sWzZMvz9999wcnLC1KlTMXv2bO79+/btQ3x8PM6ePYuKigo899xzmDdvHkJDQ3n337BhA1asWIG8vDx06dIFq1evRs+ePbnzffv2xU8//cR7z+TJk7Fx40bu+9rGOScnB15eXhAIBMjJyUHLli25c7m5uXB3d0dVVRWys7Ph4eHBtVezt7fH888/j2XLlnGx1r59+/DZZ5/h9OnTuHv3Lk6dOgUfHx+Nca35s1DzHMuykMvlEAqFvHP1/Z002mBXqVTi7bffRu/evdGpUycAQF5eHszMzLgfHrUWLVogLy+Pa1M90FWfV5/TZunSpVi4cKHG8R9++IG3UvRxS0lJMdi9GpVSiba5uWAA5Pz9N349dOhJ96hOTXacmxgaZ8OgcTYcGuvGIRKJIJVKIZPJUFlZqXG+pKTkifSrPuRyOSwsLBAXF4exY8dy8ciDBw8A1WSZunZwSUkJBAIBUlJS8NprryEuLg59+/bFpUuX8PbbbwOqQBQAUlNT8eKLL+KDDz6AnZ0dduzYgZdffhlHjx5F586dAVXg+M4772DlypXo1q0b4uPj0b9/f/z2229wcnICACgUCkRERCAmJobrs6WlJTeJV13NcZbJZAAAFxcXfP7554iOjubObdq0CS4uLrhx4wZkMhmKi4u59vv370f79u1x69YtzJkzBwMHDsSvv/4KOzs7FBYWokePHhgyZAhmzpyJ0tJSrX158OCB1uNQVe948OAB0tPTNdZfVa/TXBejDXanTp2K8+fP4/jx44/9XjExMbw/1OLiYri5uSEkJAQSieSx318ulyMlJQXBwcEQi8WP/X6NTZ6Xh6uqf5G5tZCi+8CBT7pLWjX1cW4qaJwNg8bZcGisG1d5eTmuX78OGxsbrpQUy7Ioq1RAViKDja2NwTY7sBQLdbqXWCxGv379kJ2djfXr1yMuLu7hdSwtAQASiYSbJLO1tYVEIsG+ffvw8ssvcwFu586dkZ+fj48//hjvvPMOGIbB+vXreffp2rUrjhw5gmPHjsHf3x8A8Nlnn2HSpEl48803AQDdu3dHSkoK9u7dy80yi0Qi2NnZoW3btrU+A8uyKCkpga2tLe/ZbWxsAAATJkzArl27sGDBAu7crl27MGHCBCxZsgQ2NjaQSCRcezc3N7Rt2xZt27bFypUr8eKLL+LPP/9EaGgoF8zn5ORg5syZsLa21hpXWVpa1hpvlZeXw9LSEgEBARqlx2oLkGsyymB32rRp+Pbbb5Geno5WrVpxx6VSKSorK1FUVMSb3c3Pz4dUKuXa/Prrr7zrqas1qNvUZG5uDnNzc43jYrHYoP9jM/T9Gou8WjUMprLS6J+hqY5zU0PjbBg0zoZDY904qqqqwDAMBAIBV1aqrFIB74VHDd6XPxeFwspMWI+WDzEMA5FIhNjYWIwbNw4zZ85Eq1atuOeo/kzqrysrK2FlZcUroWVlZYUbN27g+vXr8PDw0LiPUqlESUkJHBwcuGucOnUKMTExvOsHBQXh5MmTvGsnJSVhx44dkEqlGDJkCObOnatRz1j9LNXfp/765ZdfxmeffYZffvkF/v7+OH78OO7du4ehQ4diyZIl3HNpe2Zra2tANcOs7drV21ZX23H1OYZhtP7+1ff30aiqMbAsi2nTpuHrr7/Gjz/+iNatW/POd+vWDWKxGKmpqdyxS5cu4dq1a/Dz8wMA+Pn54Y8//sDt27e5NikpKZBIJOjYsaMBn+bpIb91i/taWS33mRBCCDFFw4cPh4+PD+bPn//ItqGhodi3bx9SU1OhVCrx999/45NPPgFUubDarFixAjKZDKNGjQIAFBYWoqqqSmuaZvUUzXHjxmH79u04duwYYmJisG3bNoSHh+v0bGKxGOHh4UhISAAAJCQkIDw8/JGBZVFRERYvXgwbGxteHrExMKqZ3alTpyIpKQkHDhyAra0t9wdoZ2cHS0tL2NnZ4fXXX0d0dDTs7e0hkUgwffp0+Pn54YUXXgAAhISEoGPHjnjttdewfPly5OXl4aOPPsLUqVO1zt6ShpOrFqcBAEvBLiGEEB1ZioU4vyAYJcUlsJXYGmzDCUtx/Wd1a1Ln4FZfaKZNVFQUsrOzMXjwYMjlckgkEsycORMLFizQ+pxJSUlYuHAhDhw4AGdnZ536pE4bAABvb2+4uLhwaRfVF5M9SmRkJHr16oXY2Fjs2bMHGRkZte5X0KtXLwgEApSWlsLT0xPJyckaQfmTZlQzuxs3bsT9+/fRp08fuLi4cK/k5GSuzaefforBgwdjxIgRCAgIgFQqxb59+7jzQqEQ3377LYRCIfz8/BAeHo7x48dj0aJFT+ipTF/1mV22vPyJ9oUQQkjTwzAMrMxEsDQTwspMZLBXQ3KDAwICEBoaylsMVtuzxcXFQSaT4erVq8jLy+NmPj09PXltd+3ahUmTJmH37t28ylOOjo4QCoUam2hVT+PUxtfXFwBw+fJlnZ7N29sb7du3x9ixY9GhQweuUIA2ycnJOHv2LO7du4fs7GwMNMJ1O0Y1s6suh1EXCwsLrF+/XiOZuzp3d3ccMvKKAKak+swupTEQQgh5Wixbtgw+Pj5o167dI9sKhUKunNfOnTvh5+fHVVFQH4uMjMSuXbswaNAg3nvNzMzQrVs3pKamcvVolUolUlNTMW3atFrvmZWVBagqLOgqMjISb731Fq9smTZubm46zRo/CUYV7JKmSX6TZnYJIYQ8fby9vREWFoY1a9bU2qawsBB79+5Fnz59UF5ejsTERG4XWLWkpCRERERg9erV8PX15dI41SmcABAdHY2IiAh0794dPXv2xKpVq1BaWoqJEycCALKzs5GUlISBAwfCwcEB586dw6xZsxAQEMCVL9NFVFQURo4cqVHuVRd3797FtWvXcEv1CfClS5cAVcGAumakG5tRpTGQpodVKmmBGiGEkKfWokWLHrkJxtatW9G9e3f07t0bFy5cQFpaGm8R16ZNm6BQKDB16lReGufMmTO5NqNHj8aKFSswb948+Pj4ICsrC4cPH+byY83MzHD06FGEhISgffv2eOeddzBixAgcPHhQr+cSiURwdHSESKT/vOg333yDrl27cjPVY8aMQdeuXREfH6/3NfVBM7ukQRSFhWCr7WBCC9QIIYSYqi1btmgc8/Dw4O3C2qdPH15apqOjIzIyMuq8blpaWr3uP23atFrTFtzc3DR2T9OFh4dHnemkPj4+vPOPag9Vzd4JEybU2aY+KawNRTO7pEGq5+uC0hgIIYQQYmQo2CUNok5hELk+TH6nNAZCCCHE+EyZMoXb/axVq1bcLmg2NjaYMmXKk+7eY0VpDKRB1IvTzFt7QnErF2x5OViWNdhWj4QQQgh5tEWLFmH27NlQKpWQyWSwsbHh6vzWtlWvqaBglzSI/NbDNAYzT0+UnjgBAGArK8HQBh6EEEKI0XB2doazszOUSiWKi4shkUgMtnnHk/Z0PCV5bLiZXc//tnamvF1CCCGEGAsKdkmDqHN2zdzdAdW/EClvlxBCCCHGgoJdojeWZblqDOKWLcFYWDw8TsEuIYQQQowEBbtEb1X37j1MWWAYiFxcIFDl6VIaAyGEEEKMBQW7RG/qWV2RkxMEZmbczK6ynGZ2CSGEEGIcKNglelMvThO3bAkAEJiZAQDYCprZJYQQQkjdcnJywDAMsrKyHut9KNgleuPydV1dAeC/mV3K2SWEEGKCJkyYAIZhsGzZMt7x/fv3c/Xl09LSwDAMioqKuPO7d++Gj48PrKys4O7ujo8//pj3/n379iE4OBhOTk6QSCTw8/PDkSNHNO6/fv16eHh4wMLCAr6+vvj111955/v06QOGYXiv+m4YoQ48hUIhbtbYHTU3NxcikQgMwyAnJ4fXXv1ycHBASEgIzpw5AwCQy+WYM2cOvL29YW1tDVdXV4wfPx63VAvbDYmCXaI3dSUG9cwuY6HK2aVglxBCiImysLBAXFwc7t27V6/233//PcLCwjBlyhScP38eGzZswKeffop169ZxbdLT0xEcHIxDhw7h1KlTCAwMxJAhQ7jAEQCSk5MRHR2N+fPn4/Tp0+jSpQtCQ0Nx+/Zt3v2ioqKQm5vLvZYvX67T87Vs2RJffvkl79jWrVvRUvV3fU1Hjx5Fbm4ujhw5AplMhgEDBqCoqAhlZWU4ffo05s6di9OnT2Pfvn24dOkShg4dqlN/GgMFu0RvNWd2Beaqagy0QI0QQoguWBaoLAXkZQ//a6gXy+rc1aCgIEilUixdurRe7bdt24Zhw4ZhypQp8PT0xKBBgxATE4O4uDiwqvuvWrUK7733Hnr06IG2bdsiNjYWbdu2xcGDB7nrrFy5ElFRUZg4cSI6duyI+Ph4WFlZISEhgXc/KysrSKVS7qXr7mgRERFITEzkHUtMTERERITW9g4ODpBKpejevTtWrFiB/Px8ZGZmws7ODikpKRg1ahTatWuHF154AevWrcOpU6dw7do1nfrUULSDGtFb9bJjqDazSwvUCCGE6EReBsGyVmhm6Pt+cAsws9bpLUKhELGxsRg3bhxmzJiBVq1a1dm+oqICVlZWvGOWlpa4ceMGrl69Cg8PD433KJVKlJSUwN7eHgBQWVmJU6dOISYmhmsjEAgQFBSEjIwM3nt37NiB7du3QyqVYsiQIZg7d67G/esydOhQxMfH4/jx4/D398fx48dx7949DBkyBIsXL67zvZaWllx/tbl//z4YhkGzZob9k6aZXaIXlmWrpTGoZ3bVaQw0s0sIIcR0DR8+HD4+Ppg/f/4j24aGhmLfvn1ITU2FUqnE33//jU8++QRQ5cJqs2LFCshkMowaNQoAUFhYiKqqKrRo0YLXrkWLFsjLy+O+HzduHLZv345jx44hJiYG27ZtQ3h4uE7PJhaLER4ezs0YJyQkIDw8HGKxuM73FRUVYfHixbCxsUHPnj01zpeXl2POnDkYO3aszrPNDUUzu0Qvyvv3oSwtBaovUDOn0mOEEEL0ILaC8v0bKC4pgcTWFgKBgebixPWf8awpLi4Offv2xezZs+tsFxUVhezsbAwePBhyuRwSiQQzZ87EggULtD5nUlISFi5ciAMHDsDZ2VmnPk2ePJn72tvbGy4uLujXrx+ys7Ph5eVV7+tERkaiV69eiI2NxZ49e5CRkQGFQqG1ba9evSAQCFBaWgpPT08kJydrBOVyuRyjRo0Cy7LYuHGjTs/UGGhml+hFPasrdHCAQFWFgRaoEUII0QvDPEwnEFs9/K+hXqoKCvoICAhAaGgoL7VA+6MxiIuLg0wmw9WrV5GXl8fNfHp6evLa7tq1C5MmTcLu3bsRFBTEHXd0dIRQKER+fj6vfX5+PqRSaa339vX1BQBcvnxZp2fz9vZG+/btMXbsWHTo0AGdOnWqtW1ycjLOnj2Le/fuITs7GwMHDuSdVwe6V69eRUpKisFndUHBLtFXZY18XVRboKakNAZCCCFPgWXLluHgwYMaebPaCIVCtGzZEmZmZti5cyf8/Pzg5OTEnd+5cycmTpyInTt3YtCgQbz3mpmZoVu3bkhNTeWOKZVKpKamws/Pr9Z7quvXuri46PxskZGRSEtLQ2RkZJ3t3Nzc4OXlpTUPVx3o/vPPPzh69CgcHBx07kdjMKpgNz09HUOGDIGrqysYhsH+/ft552vWjlO/qter8/Dw0Dhfsx4eaTiFOl9XlcKA6jO7lMZACCHkKeDt7Y2wsDCsWbOm1jaFhYWIj4/HX3/9haysLMycORN79uzBqlWruDZJSUkYP348PvnkE/j6+iIvLw95eXm4f/8+1yY6Ohqff/45tm7diosXL+LNN99EaWkpJk6cCADIzs7G4sWLcerUKeTk5OCbb77B+PHjERAQgM6dO+v8bFFRUSgoKMCkSZN0fi9Uge6rr76K33//HTt27EBVVRX3XLUtYHtcjCrYLS0tRZcuXbB+/Xqt56vXjcvNzUVCQgIYhsGIESN47RYtWsRrN336dAM9wdPjv5nd/4JdWqBGCCHkabNo0SIolco622zduhXdu3dH7969ceHCBaSlpfEWcW3atAkKhQJTp06Fi4sL95o5cybXZvTo0VixYgXmzZsHHx8fZGVl4fDhw1x+rJmZGY4ePYqQkBC0b98e77zzDkaMGMErX6YLkUgER0dHiET6Le+6efMmvvnmG9y4cQM+Pj685/rll1/0uqa+jGqB2oABAzBgwIBaz9fMSzlw4AACAwM1cl5sbW3rzGEhDSfXNrNLC9QIIYSYsC1btmgc8/DwQEW1tSp9+vTh6udClW/7qDSHtLS0et1/2rRpmDZtmtZzbm5u+Omnn+p1HW08PDx4/a7Jx8eHd/5R7R91vr5tGoNRzezqIj8/H9999x1ef/11jXPLli2Dg4MDunbtio8//rjWFYREf/Kb/N3TAEBAC9QIIYQQYmSMamZXF1u3boWtrS1eeeUV3vEZM2bg+eefh729PX755RfExMQgNzcXK1eurPVaFRUVvH+VFRcXA6p8E7lc/hifAtx9qv+3KVBvKME4O3P9Vooe1uCrevDAKJ+lKY5zU0TjbBg0zoZDY9245HI5WJaFUqnkffyvnuFTnyON680338SOHTu0ngsLC3siJcHqQ6lUPqztL5dDKBTyztX3d5JhDTF/rAeGYfD1119j2LBhWs+3b98ewcHBWLt2bZ3XSUhIwBtvvAGZTAZzVU5pTQsWLMDChQs1jiclJem068jTQlBejjbzFwAA/lm0EKxqXG1PnYLL7j0offZZ3Hy97tWbhBBCnk4ikQhSqRRubm4wMzN70t15ahQUFKCkpETrOVtbW15lCGNSWVmJ69evIy8vT+OT+rKyMowbNw7379+vs6RZk5zZ/fnnn3Hp0iUkJyc/sq2vry8UCgVycnLQrl07rW1iYmIQHR3NfV9cXAw3NzeEhIQYpB6cXC5HSkoKgoODH7lDiTGQ37iBqwAYCwsMGD6cO14iECJ/9x442NqiS406e8agqY1zU0XjbBg0zoZDY924ysvLcf36ddjY2MBCVacdqhndkpIS2NragmlA/VuinTqeaWrjXF5eDktLSwQEBPB+XlDtk/hHaZLB7ubNm9GtWzd06dLlkW2zsrIgEAjq3IXE3Nxc66yvWCw26P/YDH0/fak/XGJq9FdsrdpfvLLSqJ+jqYxzU0fjbBg0zoZDY904qqqqwDAMBAIBbwcxdeqC+hx5PJraOAsEAjAMo/X3r76/j0YV7MpkMt4uH1euXEFWVhbs7e3xzDPPAKoofs+ePdy+0tVlZGQgMzMTgYGBsLW1RUZGBmbNmoXw8HA0b97coM9iylhVjgxT44eMW6BWTqXHCCGEEGIcjCrY/f333xEYGMh9r04tiIiI4Mp97Nq1CyzLYuzYsRrvNzc3x65du7BgwQJUVFSgdevWmDVrFi9FgTQCVc4MU6P2HqP6eEFZSdUYCCGEEGIcjCrYrVmbTpvJkydj8uTJWs89//zzOHny5GPqHVGrbWaXMacd1AghhBBiXIw/WYMYHbaWmV1uBzVKYyCEEEKIkaBgl+hMPbMLcS1pDLSpBCGEEEIeIScnBwzDICsr67Heh4JdojNWrprZFfPrI1af2TXS8s2EEEKI3iZMmACGYbBs2TLe8f3793NlvNLS0sAwDIqKirjzu3fvho+PD6ysrODu7o6PP/6Y9/59+/YhODgYTk5OkEgk8PPzw5EjRzTuv379enh4eMDCwgK+vr749ddfeef79OkDhmF4rylTptTr2dSBp1AoxE3VxlFqubm5EIlEYBgGOTk5vPbql4ODA0JCQnDmzBnufQsWLED79u1hbW2N5s2bIygoCJmZmfXqT2OiYJfojFWocnZrWaCG6rO/hBBCiAmxsLBAXFwc7t27V6/233//PcLCwjBlyhScP38eGzZswKeffop169ZxbdLT0xEcHIxDhw7h1KlTCAwMxJAhQ3iBY3JyMqKjozF//nycPn0aXbp0QWhoKG7fvs27X1RUFHJzc7nX8uXLdXq+li1b4ssvv+Qd27p1K1q2bKm1/dGjR5Gbm4sjR45AJpNhwIABXKD/7LPPYt26dfjjjz9w/PhxeHh4ICQkBAUFBTr1qaF0WqD2zTff6HyD4OBgWFpa6vw+YrxqLT1WrVYxW14O0M44hBBCTExQUBAuX76MpUuX1iuQ3LZtG4YNG8bNsHp6eiImJgZxcXGYOnUqGIbBqlWreO+JjY3FgQMHcPDgQXTt2hUAsHLlSkRFRWHixIkAgPj4eHz33XdISEjA+++/z73XysoKUqlU7+eLiIhAYmIiYmJiuGOJiYmIiIjA4sWLNdo7ODhAKpVCKpVixYoV6N27NzIzMxEaGopx48bx2q5cuRKbN2/GuXPn0K9fP737qCudgt3atu6tDcMw+Oeff+Dp6alrv4gxq2WBGsRiQCAAlEooy8shNMDuc4QQQpo+lmVRJi/DA8UDiOQig212YCmy1HkXMaFQiNjYWIwbNw4zZsxAq1at6mxfUVEBKysr/n0tLXHjxg1cvXoVHh4eGu9RKpUoKSmBvb09oNoy99SpU7wAVCAQICgoCBkZGbz37tixA9u3b4dUKsWQIUMwd+5cjfvXZejQoYiPj8fx48fh7++P48eP4969exgyZIjWYLfmc6n7W1NlZSU2bdoEOzu7em0K1ph0Lj2Wl5dX525k1dna2urTJ2LkuJndmmkMDAPG3BzsgwdgaZEaIYSQenqgeAC/XX4Gv2/muExYiesfCKoNHz4cPj4+mD9/PjZv3lxn29DQUMyaNQsTJkxAYGAgLl++zG2MlZubqzXYXbFiBWQyGUaNGgUAKCwsRFVVFVq0aMFr16JFC/z111/c9+PGjYO7uztcXV1x7tw5zJkzB5cuXcK+ffvq/WxisRjh4eFISEiAv78/EhISEB4e/sjdyoqKirB48WLY2NigZ8+e3PFvv/0WY8aMQVlZGVxcXJCSkgJHR8d696cx6BTsRkRE6JSSEB4ezu3FTEwHV3pMyw++wNwcVQ8eUPkxQgghJi0uLg59+/bF7Nmz62wXFRWF7OxsDB48GHK5HBKJBDNnzsSCBQu0zmAnJSVh4cKFOHDgQL0nF9Wq70Pg7e0NFxcX9OvXD9nZ2fDy8qr3dSIjI9GrVy/ExsZiz549yMjIgEL1d39NvXr1gkAgQGlpKTw9PZGcnMwLygMDA5GVlYXCwkJ8/vnnGDVqFDIzM3V+tobQKdhNTEysV7vz58+jU6dO2Lhxo779IkZMXY2hZukxVC8/RhtLEEIIqSdLkSUyxmSgpKQEtra2Bk1j0FdAQABCQ0MRExODCRMm1NqOYRjExcUhNjYWeXl5cHJyQmpqKqDK361u165dmDRpEvbs2YOgoCDuuKOjI4RCIfLz83nt8/Pz68zP9fX1BQBcvnxZp2DX29sb7du3x9ixY9GhQwd06tSp1vJgycnJ6NixIxwcHNCsWTON89bW1mjTpg3atGmDF154AW3btsXmzZt5KRmPW6PtoFZSUoKdO3fiiy++wKlTp1BVVdVYlyZGprYFaqhefoy2DCaEEFJPDMPASmwFhUgBK7GVwYLdhlq2bBl8fHzQrl27R7YVCoVcRYOdO3fCz88PTk5O3PmdO3ciMjISu3btwqBBg3jvNTMzQ7du3ZCamsqtn1IqlUhNTcW0adNqvac6QHVxcdH52SIjI/HWW289cuLSzc1Np0BaqVSiwsCpjg0OdtPT07F582Z89dVXcHV1xSuvvIL169c3Tu+IUfpvBzXNYPe/mV1KYyCEEGLavL29ERYWhjVr1tTaprCwEHv37kWfPn1QXl6OxMRE7NmzBz/99BPXJikpCREREVi9ejV8fX2Rl5cHqBZ82dnZAQCio6MRERGB7t27o2fPnli1ahVKS0u56gzZ2dlISkrCwIED4eDggHPnzmHWrFkICAhA586ddX62qKgojBw5UutsbX2Ulpbif//7H4YOHQoXFxcUFhZi/fr1uHnzJkaOHKnXNfWlV7Cbl5eHLVu2YPPmzSguLsaoUaNQUVGB/fv3o2PHjo3fS2JU6prZZdQzu7RAjRBCyFNg0aJFSE5OrrPN1q1bMXv2bLAsCz8/P6SlpfEWcW3atAkKhQJTp07F1KlTueMRERHYsmULAGD06NEoKCjAvHnzkJeXBx8fHxw+fJjLjzUzM8PRo0e5INjNzQ0jRozARx99pNdziUSiBi0kEwqF+Ouvv7B161YUFhbCwcEBPXr0wM8//4znnntO7+vqQ+dgd8iQIUhPT8egQYOwatUq9O/fH0KhEPHx8Y+nh8To1LapBGrsokYIIYSYEnXgWZ2HhwfvY/k+ffrwdhF1dHTUKA9WU1paWr3uP23atFrTFtzc3Hizxbry8PCoc/dTHx8f3vlHtbewsHhkFYhHXaOx6Bzsfv/995gxYwbefPNNtG3b9vH0ihi32urs0gI1QgghhBgZnTPAjx8/jpKSEnTr1g2+vr5Yt24dCgsLH0/viFGqc4GaBS1QI4QQQozNlClTYGNjA4lEglatWkEikcDGxgY2Njbc7m6mSueZ3RdeeAEvvPACVq1aheTkZCQkJCA6OhpKpRIpKSlwc3OjzSRMnLr0GKOt9Jg5LVAjhBBCjM2iRYswe/ZsKJVKyGQy2NjYcFUvTH1PBL1re1hbWyMyMhLHjx/HH3/8gXfeeQfLli2Ds7Mzhg4d2ri9JEZFPbMLrQvUzB62oTQGQgghxGg4Oztz9W49PT25r9u0aWPQDR6ehEYpZNeuXTssX74cN27cwM6dOxvjksSIsXXk7ArUM7sVNLNLCCGEkCdP72D3+vXrGseEQiGGDRuGb775pqH9IkaMy9mto84uzewSQgghxBjovamEu7s77O3t0aVLF/j4+HCvyspKrFmzBlu3bm3cnhKjwZUeq2uBGs3sEkIIIcQI6B3sXrlyBWfOnEFWVhbOnDmD3bt349atW8BTkOj81Kur9BiXxkAzu4QQQgh58ho0s+vu7s7t0QwAGRkZiIiIwKJFixqrf8QIcWkMZrRAjRBCCCHGrVEWqKn5+flh9erVWLFihV7vT09Px5AhQ+Dq6gqGYbB//37e+QkTJoBhGN6rf//+vDZ3795FWFgYJBIJmjVrhtdffx0ymaxBz0X4uNJj2haoWdACNUIIIYQ8Wk5ODhiGQVZW1mO9j97BbmVlpdbjbdu2xYULF/S6ZmlpKbp06YL169fX2qZ///7Izc3lXjWrP4SFheHChQtISUnBt99+i/T0dEyePFmv/hDt6tpUQp3GQDO7hBBCTI160m3ZsmW84/v37wfDMIBq61+GYVBUVMSd3717N3x8fGBlZQV3d3d8/PHHvPfv27cPwcHBcHJygkQigZ+fH44cOaJx//Xr18PDwwMWFhbw9fXFr7/+yjvfp08fjUnB+m4YoQ48hUIhbt68yTuXm5sLkUgEhmGQk5PDa69+OTg4ICQkBGfOnNF6/SlTpoBhGKxatape/WlMege7NjY28PHxwcSJE7F69Wqkp6fj8uXLWLt2LYKCgvS65oABA7BkyRIMHz681jbm5uaQSqXcq3nz5ty5ixcv4vDhw/jiiy/g6+sLf39/rF27Frt27eLyiUnDqUuPQevMrmqBGm0qQQghxARZWFggLi4O9+7dq1f777//HmFhYZgyZQrOnz+PDRs24NNPP8W6deu4Nunp6QgODsahQ4dw6tQpBAYGYsiQIbzAMTk5GdHR0Zg/fz5Onz6NLl26IDQ0FLdv3+bdLyoqijcpuHz5cp2er2XLlvjyyy95x7Zu3YqWLVtqbX/06FHk5ubiyJEjkMlkGDBgAC/QB4Cvv/4aJ0+ehKurq059aSx65+z++OOPOHv2LM6ePYsdO3YgJiYG5aoAp3///pg3bx68vb3h7e2N9u3bN1qH09LS4OzsjObNm6Nv375YsmQJHBwcAFXOcLNmzdC9e3eufVBQEAQCATIzM2sNoisqKlBRbUFVcXExAEAul0Ou3kDhMVLfwxD3agxK+cNZfSXDaPRZqQqAqyrKje55mto4N1U0zoZB42w4NNaNSy6Xg2VZKJVKKJVK7jjLstx/qx83JizLol+/fsjOzkZsbCzi4uIAgOtv9WdSf/3ll1/i5Zdf5j5l9vDwwPvvv4+4uDi8+eabYBgGK1eu5N1nyZIlOHDgAL755ht06dIFALBy5UpMmjQJERERAIANGzbgu+++w+bNmzFnzhzuvZaWlhqbRNRnnNVfjx8/HomJibxrJiYmYvz48ViyZAn3XOr2zZs3h7OzM5ydnbF8+XK8+OKLyMjIQGhoKADg5s2bmD59Or7//nsMGTKEd19t41aTUqkEy7KQy+UQCoW8c/X9ndQ72PX394e/vz+vM5cuXUJWVhaysrLw66+/4vPPP8ft27dRVVWl7214+vfvj1deeQWtW7dGdnY2PvjgAwwYMAAZGRkQCoXIy8vT+AMWiUSwt7dHXl5erdddunQpFi5cqHH8hx9+gJWVVaP0vT5SUlIMdq+GcCsohCWAU2fPorTGD5rVP/+gFYDigkIcOnToifWxLk1lnJs6GmfDoHE2HBrrxiESiSCVSiGTybiUSJZluU8E7z94YLC+MBYWXPpBfagD9Q8//BBRUVGYMGECWrZsiQeqPhcXF6OsrAwAUFJSAoFAgNLSUlhaWnITaWo3btzAhQsX8Mwzz2jcR6lU4v79+9z7KisrcerUKcyYMYN3nYCAAPz888948803AQAKhQI7duzA9u3b4ezsjP79++Pdd9/VGsuUlJTwvlevb+rbty/i4+Nx5MgR+Pn5ISMjA3fv3kVgYCCWLFkCmUyG4uJirn1paSnXJ3XAWlRUhOLiYiiVSoSFhWHatGlwc3ODUqlEeXk5117bNWqqrKzEgwcPkJ6eDoX6k2UV9Vg/it7Bbk0CgQAdOnRAhw4dMHbsWO54fn5+Y90CY8aM4b729vZG586d4eXlhbS0NPTr10/v68bExCA6Opr7vri4GG5ubggJCTFIGTW5XI6UlBQEBwdDrCUP1thc37IFFQC6v/ACrKv9gwcAHpw+jZtfbIaNmRkGDhz4xPqoTVMb56aKxtkwaJwNh8a6cZWXl+P69euwsbGBhXpRc1kZ/vHrZfC+tP39Nwh0mNQSi8UQiUQYN24c1q9fj08++QRffPEFLC0tAVXpVXVgaWtrC4lEgoEDB+Kdd97Bb7/9hsDAQFy+fBkbN24EVAGntjjj448/RllZGcaPHw+JRIJbt26hqqoKHh4evPatWrXCv//+yx0LDw+Hu7s7XF1dce7cOcTExCAnJwdfffUV9x6WZVFSUgJbW1teoG9jYwMAaNasGcLDw7F7926EhoZi9+7dCA8PR7Nmzbh2EomEa29tbQ2JRIKioiJ8+umnsLGxQZ8+fSCRSLBs2TKYm5vj3XffBcMwEAgEsLCw4Ppb8xralJeXw9LSEgEBAdzPi1ptAXJNOgW7586dQ6dOnSAQ1C/V98KFC2jXrp0ut9CJp6cnHB0dcfnyZfTr1w9SqVQjd0WhUODu3buQSqW1Xsfc3Bzm5uYax8VisUH/x2bo++lN9S8rsaWlRn8V1g9/cNmKCqN9liYzzk0cjbNh0DgbDo1146iqquICHy6eqGdc0dh4fagH9WIsgUCAuLg49O3bF++++y53jerXU3/9xhtv4MqVKxg6dCjkcjkkEglmzpyJBQsWQCQSadw/KSkJixYtwoEDB7jYRdv11f2pfr76YrQuXbqgZcuW6NevH65cuQIvLy+g2uyr+jmqj4X6v6+//jp69eqFpUuXYu/evcjIyOBmVdV9ULf39/fnZrA9PT2RnJwMFxcXnDp1CmvWrMHp06d56QfV71vbc9X8M2IYRuvvX31/H3UKdrt27Yq8vDw4OTnVq72fnx+ysrLg6empy23q7caNG7hz5w5cXFy4+xUVFeHUqVPo1q0boMotViqV8PX1fSx9eBrVXXqMFqgRQgjRDWNpiba//4bikhJIbG11CkAbel99BQQEIDQ0FDExMZgwYULt92AYxMXFITY2louhUlNTAdWkXXW7du3CpEmTsGfPHt5if0dHRwiFQo1Py/Pz8+uczFPHPpcvX+aC3fpQr7caO3YsOnTogE6dOtVaHiw5ORkdO3aEg4MDN/sLAD///DNu377NS9OoqqrCO++8g1WrVnFVHQxBp2CXZVnMnTu33nmstZUnq41MJsPly5e5769cuYKsrCzY29vD3t4eCxcuxIgRIyCVSpGdnY333nsPbdq04ZKgO3TogP79+yMqKgrx8fGQy+WYNm0axowZ88RWAJoitq4d1CxoBzVCCCG6YRgGAisrCBSKh/99QjO9ulq2bBl8fHzq9Sm2UCjkKhrs3LkTfn5+vMnDnTt3IjIyErt27cKgQYN47zUzM0O3bt2QmprKbealVCqRmpqKadOm1XpPdYCqnhTURWRkJN566y0u5aI2bm5uWgPp1157TaM6V2hoKF577TVMnDhR5/40hE7BbkBAAC5dulTv9n5+flweS338/vvvCAwM5L5X59FGRERg48aNOHfuHLZu3YqioiK4uroiJCQEixcv5qUg7NixA9OmTUO/fv0gEAgwYsQIrFmzpt59II+mrrMLLR8fCFR/FmxFBViW1SnxnxBCCGlKvL29ERYWVmecUVhYiL1796JPnz4oLy9HYmIi9uzZg59++olrk5SUhIiICKxevRq+vr7conpLS0vY2dkBqpgoIiIC3bt3R8+ePbFq1SqUlpZygWN2djaSkpIwcOBAODg44Ny5c5g1axYCAgLQuXNnnZ8tKioKI0eO5M3W6sLBwYGrlqUmFoshlUofa4qrNjoFu2lpaY+vJ6piyOqSGNpoK7Bck729PZKSkhq5Z6S6/2Z2tW0qofqHB8uClcvBmJkZunuEEEKIwSxatAjJycl1ttm6dStmz54NlmXh5+eHtLQ09OzZkzu/adMmKBQKTJ06FVOnTuWOR0REYMuWLQCA0aNHo6CgAPPmzUNeXh58fHxw+PBhtGjRAlDN/h49epQLgt3c3DBixAh89NFHej2XSCSCo6OjXu81No1WjYE8PercQa3aSkm2vBygYJcQQoiJUAee1Xl4ePBq9decuHN0dERGRkad163vZOK0adNqTVtwc3PjzRbrysPDo84JRx8fH975R7XXpmaerj7X0EfTSIohRoWb2RVrydkViwFV6oKSFqkRQggh5AmjYJfojJvZ1bZAjWG42V2WFqkRQgghRmHKlClcjdxWrVpxtXJtbGx4JctMkd5pDNeuXYObm5vGAiSWZXH9+nWtO4KQpo9lWaCONAaoFqlVPXhAwS4hhBBiJBYtWoTZs2dDqVRCJpPBxsaGq3phiA20niS9g93WrVsjNzdXY3veu3fvonXr1o22RTAxMtX+XLXN7KLaIjVlOQW7hBBCiDFwdnaGs7MzlEoliouLIZFImkyJt4bS+ylrKyslk8k0tnMjpoMrO1bHzC6j3liignJ2CSGEEPJk6Tyzq659yzCMxgYTVVVVyMzMhI+PT+P2khgN9eI0QHudXQAQmKs2lqAFaoQQQgh5wnQOds+cOQOoZnb/+OMPmFUrLWVmZoYuXbpg9uzZjdtLYjR4M7u1pTHQAjVCCCGEGAmdg91jx44BACZOnIjVq1ebfFIz4WPlqpldoRBMLbk+3C5qNLNLCCGEkCdM7wVqiYmJjdsT0jQoai87psYtUKuoNFi3CCGEEEK0adAOaqmpqUhNTcXt27ehVCp55xISEhraN2KE6to9TY0WqBFCCCHkUXJyctC6dWucOXPmsa730rsaw8KFCxESEoLU1FQUFhbi3r17vBcxTdzuaXXM7NICNUIIIaZowoQJYBgGy5Yt4x3fv38/V6EqLS0NDMOgqKiIO7979274+PjAysoK7u7u+Pjjj3nv37dvH4KDg+Hk5ASJRAI/Pz8cOXJE4/7r16+Hh4cHLCws4Ovri19//ZV3vk+fPg83d6r2qu+GETk5OWAYBkKhEDdv3uSdy83NhUgkAsMw3Ja/6vbql4ODA0JCQri1XdXHq/qrf//+9epPY9I72I2Pj8eWLVuQmZmJ/fv34+uvv+a9iGnSaWaX6uwSQggxMRYWFoiLi6v3xN7333+PsLAwTJkyBefPn8eGDRvw6aefYt26dVyb9PR0BAcH49ChQzh16hQCAwMxZMgQXuCYnJyM6OhozJ8/H6dPn0aXLl0QGhqK27dv8+4XFRWF3Nxc7rV8+XKdnq9ly5b48ssvece2bt2Kli1bam1/9OhR5Obm4siRI5DJZBgwYAAv0O/fvz+vPzt37tSpP41B72C3srISvXr1atzeEKPHlR4T12Nml9IYCCGEmJigoCBIpVIsXbq0Xu23bduGYcOGYcqUKfD09MSgQYMQExODuLi4h7uSAli1ahXee+899OjRA23btkVsbCzatm2LgwcPctdZuXIloqKiMHHiRHTs2BHx8fGwsrLSSBu1srKCVCrlXroWEoiIiNBYl5WYmIiIiAit7R0cHCCVStG9e3esWLEC+fn5yMzM5M6bm5vz+tO8eXOd+tMY9A52J02ahKSkpMbtDTF66moMjKiumV116TFaoEYIIeTRWJaFvKIKisoqyCsM91IHm7oQCoWIjY3F2rVrcePGjUe2r6io0Nhsy9LSEjdu3MDVq1e1vkepVKKkpAT29vaAaoLx1KlTCAoK4toIBAIEBQUhIyOD994dO3bA0dERnTp1QkxMDMrKynR6vqFDh+LevXs4fvw4AOD48eO4d+8ehgwZ8sj3Wlpacv1VS0tLg7OzM9q1a4c333wTd+7c0ak/jUHvBWrl5eXYtGkTjh49is6dO0Nc42PtlStXNkb/iJGpVxqD+cPay1R6jBBCSH0oKpX4YtbPBr/v5NUvQWwu1Pl9w4cPh4+PD+bPn4/NmzfX2TY0NBSzZs3ChAkTEBgYiMuXL+OTTz4BVLmwHh4eGu9ZsWIFZDIZRo0aBQAoLCxEVVUVWrRowWvXokUL/PXXX9z348aNg7u7O1xdXXHu3DnMmTMHly5dwr59++r9bGKxGOHh4UhISIC/vz8SEhIQHh6uEefVVFRUhMWLF8PGxgY9e/YEVCkMr7zyClq3bo3s7Gx88MEHGDBgADIyMiAU6j7u+tI72D137hy3cu78+fO8c9q2ESamga1H6TFKYyCEEGLq4uLi0Ldv30dupBUVFYXs7GwMHjwYcrkcEokEM2fOxIIFCyDQUq8+KSkJCxcuxIEDB+Ds7KxTnyZPnsx97e3tDRcXF/Tr1w/Z2dnw8vKq93UiIyPRq1cvxMbGYs+ePcjIyICi+g6q1fTq1QsCgQClpaXw9PREcnIyF5SPGTOG15/OnTvDy8sLaWlp6Nevn07P1hB6B7vqzSXI04UWqBFCCGlsIjMBJn36IkpKimFrK9EaBD6u++orICAAoaGhiImJwYQJE2ptxzAM4uLiEBsbi7y8PDg5OSE1NRUA4OnpyWu7a9cuTJo0CXv27OGlLDg6OkIoFCI/P5/XPj8/H1KptNZ7+/r6AgAuX76sU7Dr7e2N9u3bY+zYsejQoQM6deqErKwsrW2Tk5PRsWNHODg4oFmzZnVe19PTE46Ojrh8+XLTCHbJU6o+pccsaGaXEEJI/TEMA7G5EKIKIcTmQoMFuw21bNky+Pj4oF27do9sKxQKuYoGO3fuhJ+fH5ycnLjzO3fuRGRkJHbt2oVBgwbx3mtmZoZu3bohNTUVw4YNA1R5vampqZg2bVqt91QHqC4uLjo/W2RkJN566y1s3LixznZubm71DqRv3LiBO3fu6NWfhmhQsPvzzz/js88+Q3Z2Nvbu3YuWLVti27ZtaN26Nfz9/Ruvl8RocDO7de6gplqgRjO7hBBCTJi3tzfCwsKwZs2aWtsUFhZi79696NOnD8rLy5GYmIg9e/bgp59+4tokJSUhIiICq1evhq+vL/Ly8gDVgi87OzsAQHR0NCIiItC9e3f07NkTq1atQmlpKSZOnAgAyM7ORlJSEgYOHAgHBwecO3cOs2bNQkBAADp37qzzs0VFRWHkyJGPnK2tjUwmw8KFCzFixAhIpVJkZ2fjvffeQ5s2bRAaGqrXNfWl9z+dvvrqK4SGhsLS0hJnzpxBRcXDwOb+/fuIjY1tzD4SI8JtKmFWexqDQL1ArYKCXUIIIaZt0aJFGrvI1rR161Z0794dvXv3xoULF5CWlsYt4gKATZs2QaFQYOrUqXBxceFeM2fO5NqMHj0aK1aswLx58+Dj44OsrCwcPnyYy481MzPD0aNHERISgvbt2+Odd97BiBEjeOXLdCESieDo6AhRHZNbdREKhTh37hyGDh2KZ599Fq+//jq6deuGn3/+Gebm5npdU196z+wuWbIE8fHxGD9+PHbt2sUd7927N5YsWaLXNdPT0/Hxxx/j1KlTyM3Nxddff81N18vlcnz00Uc4dOgQ/v33X9jZ2SEoKAjLli2Dq6srdw0PDw+NUh5Lly7F+++/r++jkmrUpcdQ18wul8ZAwS4hhBDTsWXLFo1jHh4e3IQfVLuYVS9p5ujoqFEerKa0tLR63X/atGm1pi24ubnxZot15eHhUWcpNh8fH975R7W3tLTUugucLvdsLHrP7F66dAkBAQEax+3s7Hg7Z+iitLQUXbp0wfr16zXOlZWV4fTp05g7dy5Onz6Nffv24dKlSxg6dKhG20WLFvF265g+fbpe/SGa/lugZlZrG8ZcvUCNcnYJIYQQ8mTpPbMrlUpx+fJljfpwx48f11hdWF8DBgzAgAEDtJ6zs7NDSkoK79i6devQs2dPXLt2Dc888wx33NbWts7ViUR/9So9RgvUCCGEEKMyZcoUbN++Xeu58PBwxMfHG7xPhqJ3sBsVFYWZM2ciISEBDMPg1q1byMjIwOzZszF37tzG7WUt7t+/D4ZhNJKnly1bhsWLF+OZZ57BuHHjMGvWrDpzTioqKngfQRQXFwOq1Am5aibzcVLfwxD3aqgq1aIzViistb9VwodjrXxQblTP1JTGuSmjcTYMGmfDobFuXHK5HCzLQqlU8nJd1R9nq8+RxrVgwQJER0eDZVmUlpbC2tqa2xdBIpEY7ZgrlcqHO+zJ5RobUdT3d1LvYPf999+HUqlEv379UFZWhoCAAJibm2P27NkGSRsoLy/HnDlzMHbsWN6+zzNmzMDzzz8Pe3t7/PLLL4iJiUFubm6dO7otXboUCxcu1Dj+ww8/wMrK6rE9Q001Z66NUfPz5+EE4GZ+Hk4fOqS1jVlePjwAVMpkOFRLmyepKYyzKaBxNgwaZ8OhsW4cIpEIUqkUMpmMt62sWklJyRPpl6mzsLDQ2La4OvVEn7GprKzEgwcPkJ6errGxRX23QmZYPTKD5XI5+vfvj/j4eLi7u+Py5cuQyWTo2LEjbGxsdL2c9o4xDG+BWs37jxgxAjdu3EBaWhov2K0pISEBb7zxBmQyWa2r/7TN7Lq5uaGwsLDOazcWuVyOlJQUBAcHP3I7vift7qZNuLt2HSQjXoHzggVa28iv38DVgQPBWFrA69dfDd7H2jSlcW7KaJwNg8bZcGisG1d5eTmuX78ODw8PXvDFsixKSkpga2tLO7E+Rk1tnMvLy5GTkwM3NzeNYL24uBiOjo64f/9+nfGaXjO7YrEY586dA1SlLjp27KjPZfQil8sxatQoXL16FT/++OMjg1FfX18oFArk5OTUWvTZ3NxcayAsFosN+j82Q99PH4Kqhx9zCM3Na++rjTWgqrMrEomM7pepKYyzKaBxNgwaZ8OhsW4cVVVVYBgGAoGAt3mE+mN09TnyeDS1cRYIBA83HdHy+1ff30e9nzI8PBybN2/W9+16UQe6//zzD44ePQoHB4dHvicrKwsCgUDn/aWJduo6u3WVHlMvUAPLctUbCCGEEEKeBL1zdhUKBRISEnD06FF069YN1tbWvPN15cjWRiaT4fLly9z3V65cQVZWFuzt7eHi4oJXX30Vp0+fxrfffouqqipuhxF7e3uYmZkhIyMDmZmZCAwMhK2tLTIyMjBr1iyEh4ejefPm+j4qqea/0mO1/2uKqf6xVHk5YFZ7mTJCCCGEkMdJ72D3/PnzeP755wEAf//9N++cvh9b//777wgMDOS+j46OBgBERERgwYIF+OabbwBVYePqjh07hj59+sDc3By7du3CggULUFFRgdatW2PWrFncdUjDcTuoiTSD3YqKCpibmz8MhBkGYFkoy8shNEDeMyGEEEKINnoHu8eOHWvcnmjZdaSmR62le/7553Hy5MlG7xf5T211djMyMnDkyBGMHTsW7dq1A2NuDra8HKyWlbaEEEIIIXhEQYLGolfOrlwuR79+/fDPP/80fo+IUastjeHixYsAgJs3bwIABLSLGiGEEBMzYcIEMAyDZcuW8Y7v37+f+1Q7LS0NDMPwdpPdvXs3fHx8YGVlBXd3d3z88ce89+/btw/BwcFwcnKCRCKBn5+f1q12169fz1Wx8PX1xa81Kh716dMHDMPwXlOmTKnXs+Xk5IBhGAiFQu7vcrXc3FxuwXlOTg6vvfrl4OCAkJAQnDlzhvfeixcvYujQobCzs4O1tTV69OiBa9eu1atPjUWvYLd6NQbylJGr0hjE/83sVlVV4datW4CqRAiq5e0qyyu0XoYQQghpiiwsLBAXF4d79+7Vq/3333+PsLAwTJkyBefPn8eGDRvw6aefYt26dVyb9PR0BAcH49ChQzh16hQCAwMxZMgQXuCYnJyM6OhozJ8/H6dPn0aXLl0QGhqK27dv8+4XFRWF3Nxc7rV8+XKdnq9ly5b48ssvece2bt2Kli1bam1/9OhR5Obm4siRI5DJZBgwYAAX6GdnZ8Pf3x/t27dHWloazp07h7lz59ZZ7/dxaFLVGMiTp21mt6CggCv0rK5XzFioZnZpy2BCCCEmJCgoCFKpFEuXLq1X+23btmHYsGGYMmUKPD09MWjQIMTExCAuLo5Lz1y1ahXee+899OjRA23btkVsbCzatm2LgwcPctdZuXIloqKiMHHiRHTs2BHx8fGwsrJCQkIC735WVlaQSqXcS9f9AiIiIpCYmMg7lpiYiIiICK3tHRwcIJVK0b17d6xYsQL5+fnIzMwEAHz44YcYOHAgli9fjq5du8LLywtDhw41eIUsvYNdhUKBjRs3onv37njjjTcQHR3NexHTpK302I0bN7iv1cGuwFw9s0vBLiGEkLqxLAt5eTnkFeUP/2uglx77akEoFCI2NhZr167l/f1Xm4qKCo2ZTEtLS9y4cQNXr17V+h6lUomSkhLY29sDql3ETp06haCgIK6NQCBAUFAQMjIyeO/dsWMHHB0d0alTJ8TExNR7lzG1oUOH4t69ezh+/DgA4Pjx47h37x6GDBnyyPdaWlpy/VUqlfjuu+/w7LPPIjQ0FM7OzvD19cX+/ft16k9jMKpqDMT4aZvZrZ7bw6UxqHN2K2iBGiGEkLopKiqwbuIog993xta9EOvxkfrw4cPh4+OD+fPnP/JT7tDQUMyaNQsTJkxAYGAgLl++jE8++QRQ5cJ6eHhovGfFihWQyWQYNerhmBQWFqKqqgotWrTgtWvRogX++usv7vtx48bB3d0drq6uOHfuHObMmYNLly5h37599X42sViM8PBwJCQkwN/fHwkJCQgPD3/kBg5FRUVYvHgxbGxs0LNnT9y+fRsymQzLli3DkiVLEBcXh8OHD+OVV17BsWPH8NJLL9W7Tw1lVNUYiPHTVnqserD738wupTEQQggxXXFxcejbty9mz55dZ7uoqChkZ2dj8ODBkMvlkEgkmDlzJhYsWKB1B7OkpCQsXLgQBw4c0Pnj/smTJ3Nfe3t7w8XFBf369UN2dja8vLzqfZ3IyEj06tULsbGx2LNnDzIyMrh0xZp69eoFgUCA0tJSeHp6Ijk5GS1atODW8rz88suYNWsWoCod+8svvyA+Pr5pBLvk6VSz9FhFRQUvOZ4WqBFCCNGVyNwc0xJ3o7ikGBJbicG2sRWpJmb0ERAQgNDQUMTExGDChAm1tmMYBnFxcYiNjUVeXh6cnJyQmpoKAPD09OS13bVrFyZNmoQ9e/bwUhYcHR0hFAqRn5/Pa5+fnw+pVFrrvX19fQEAly9f1inY9fb2Rvv27TF27Fh06NABnTp1QlZWlta2ycnJ6NixIxwcHNCsWTNen0UiETp27Mhr36FDBy5FwlD0DnYXLVpU5/l58+bpe2lixGqmMeTm5j78nmHAsiwtUCOEEKIzhmEgtrCAuLISYgsLgwW7DbVs2TL4+PigXbt2j2wrFAq5igY7d+6En58fnJycuPM7d+5EZGQkdu3ahUGDBvHea2Zmhm7duiE1NZWrR6tUKpGamopp06bVek91gOri4qLzs0VGRuKtt97Cxo0b62zn5uamNZA2MzNDjx49cOnSJd7xv//+G+7u7jr3pyH0Dna//vpr3vdyuRxXrlyBSCSCl5cXBbumqkbpMXVyvqurK27evIlyVcI/LVAjhBBi6ry9vREWFoY1a9bU2qawsBB79+5Fnz59UF5ejsTEROzZswc//fQT1yYpKQkRERFYvXo1fH19kZeXB6gWfNnZ2QGqXWUjIiLQvXt39OzZE6tWrUJpaSkmTpwIqMp8JSUlYeDAgXBwcMC5c+cwa9YsBAQEoHPnzjo/W1RUFEaOHMmbrdXVu+++i9GjRyMgIACBgYE4fPgwDh48iLS0NL2vqQ+9g92aRYMBoLi4GBMmTMDw4cMb2i9ipGrO7Krzdb28vHDz5k0olUooFIr/FqhRGgMhhBATtmjRIiQnJ9fZZuvWrZg9ezZYloWfnx/S0tLQs2dP7vymTZugUCgwdepUTJ06lTseERGBLVu2AABGjx6NgoICzJs3D3l5efDx8cHhw4e5RWtmZmY4evQoFwS7ublhxIgR+Oijj/R6LpFIBEdHR73eqzZ8+HDEx8dj6dKlmDFjBtq1a4evvvoK/v7+Dbqurho1Z1cikWDhwoUYMmQIXnvttca8NDES/y1Qe/ijow52W7dujfT0dECVtytQpzFUUrBLCCHENKgDz+o8PDy4FD6odjGrXtLM0dFRozxYTfWd6Zw2bVqtaQtubm682WJdeXh41FmKzcfHh3f+Ue3VIiMjERkZWet5fcq/6arRk2Lu37+P+/fvN/ZliZGoXme3uLgYxcXFYBgGrq6uMFfN5lZUVIAxpwVqhBBCCHny9J7ZrZmfwrIscnNzsW3bNgwYMKAx+kaMUPU0BnVZEScnJ5ibm8PCwgIVFRUoLy+HmXpml3J2CSGEkCduypQp2L59u9Zz4eHhiI+PN3ifDEXvYPfTTz/lfS8QCODk5ISIiAjExMQ0Rt+IEapeZ1e9OE29urT6zK6FemaXqjEQQgghT9yiRYswe/ZsKJVKyGQy2NjYcFUvdN1SuKnRO9i9cuVK4/aENAnczK6ZmMvXVQe76u0Qy8vL0YwWqBFCCCFGw9nZGc7OzlAqlSguLoZEYrh6xk/a0/GUpPGogl0IhVwag7aZXVqgRgghhBBjoHewu3TpUiQkJGgcT0hIQFxcXEP7RYyUOo3hbmkpKioqIBKJuO0MaYEaIYQQQoyN3sHuZ599hvbt22scf+6550w6yflpp05jyL13D1BtJiEUCoEaaQwCWqBGCCGEECOgd7Cbl5endfs5JycnbgtZYnrUM7s3CwqAaikMqDmza6FeoEYzu4QQQgh5cvQOdt3c3HDixAmN4ydOnICrq2tD+0WMEFtVBSiVAIBcLcFu9ZldxoxmdgkhhBDy5OldjSEqKgpvv/025HI5+vbtCwBITU3Fe++9h3feeacx+0iMhHpWt0ogQH5hIVDHzC6XxkAzu4QQQgjRIicnB61bt8aZM2fg4+Pz2O6j98zuu+++i9dffx1vvfUWPD094enpienTp2PGjBl619lNT0/HkCFD4OrqCoZhsH//ft55lmUxb948uLi4wNLSEkFBQfjnn394be7evYuwsDBIJBI0a9YMr7/+OmQymb6PSaph5Q+D3QeWllAqlRCJRGjWrBl3njeza05pDIQQQkzLhAkTwDAMli1bxju+f/9+MAwDqLb+ZRgGRUVF3Pndu3fDx8cHVlZWcHd3x8cff8x7/759+xAcHAwnJydIJBL4+fnhyJEjGvdfv349PDw8YGFhAV9fX/z666+883369AHDMLzXlClT6vVsOTk5YBgGQqGQKy2qlpubC5FIBIZhkJOTw2uvfjk4OCAkJARnzpzh3lezL+pXzed/3PQOdhmGQVxcHAoKCnDy5EmcPXsWd+/exbx58/TuTGlpKbp06YL169drPb98+XKsWbMG8fHxyMzMhLW1NUJDQ1Fe7aPysLAwXLhwASkpKfj222+Rnp6OyZMn690n8h9WXgkAUIgefiAgFou5X27UNrNLaQyEEEJMiIWFBeLi4nBPtVD7Ub7//nuEhYVhypQpOH/+PDZs2IBPP/0U69at49qkp6cjODgYhw4dwqlTpxAYGIghQ4bwAsfk5GRER0dj/vz5OH36NLp06YLQ0FDcvn2bd7+oqCjk5uZyr+XLl+v0fC1btsSXX37JO7Z161beJ7nVHT16FLm5uThy5AhkMhkGDBjABfrV+5Gbm4uEhAQwDIMRI0bo1KeGanCdXRsbG/To0QOdOnXigh19DRgwAEuWLMHw4cM1zrEsi1WrVuGjjz7Cyy+/jM6dO+PLL7/ErVu3uBngixcv4vDhw/jiiy/g6+sLf39/rF27Frt27eJqwpIGUKcxiB5WXxCLxbzTvJldWqBGCCHEBAUFBUEqlWLp0qX1ar9t2zYMGzYMU6ZMgaenJwYNGoSYmBjExcWBZVkAwKpVq/Dee++hR48eaNu2LWJjY9G2bVscPHiQu87KlSsRFRWFiRMnomPHjoiPj4eVlZVGGVgrKytIpVLupevuaBEREUhMTOQdS0xMREREhNb2Dg4OkEql6N69O1asWIH8/HxkZmYCAK8fUqkUBw4cQGBgIDw9PXXqU0PpnbNraFeuXEFeXh6CgoK4Y3Z2dvD19UVGRgbGjBmDjIwMNGvWDN27d+faBAUFQSAQIDMzU2sQDdVMZEW1oKy4uBgAIJfLIVdvovAYqe9hiHs1hPzBAwCAUrX4TCQS8fqsLkFWUVGBKlUgzD54gMqyMjA1AuMnoamMc1NH42wYNM6GQ2PduORyOViWhVKphFK16JllWSgrq8BWKlFVoYCy2qeGjxMjFvA+oXwUlmUhEAiwZMkShIeHY9q0aWjVqhX3HNWfSf11eXk5rKysuONQfRJ648YNXLlyBR4eHhr3USqVKCkpQfPmzaFUKlFZWYlTp05hzpw5vOv069cPv/zyC+/Yjh07sH37dkilUgwePBgfffQRrKyseM+g/m/196m/Hjx4MOLj45Geng5/f38cP34c9+7dw6BBg7B48WLuubQ9s3rSs7y8nHdtAMjPz8d3332HxMRE3ntrXkPbWLAsC7lczsUZavX9nWwywW5eXh4AoEWLFrzjLVq04M7l5eVxGxyoiUQi2Nvbc220Wbp0KRYuXKhx/IcffuD9gDxuKSkpBruXPsR37qA1ALnqh+3Bgwc4dOgQd76y8mGaQ1lZGX7IyEAboRCCqiqkJCdDYW//xPpdk7GPs6mgcTYMGmfDobFuHCKRCFKpFDKZjPt7g61UonTlBQBAqQH7Yh39HBiz+n/ILZfLoVAo0K9fP3h7e+PDDz/E2rVr8UA1GVRcXIyysjIAQElJCQQCAQICAvDhhx/i4MGDePHFF/Hvv//ik08+AQBcvnwZ9lr+fly9ejVKSkrQv39/FBcXIzc3F1VVVbCxseEm5ACgWbNm+PPPP7ljw4YNw/Tp0yGVSnHhwgUsXLgQFy5cwLZt2zTuUVJSwvtevb6psrISI0eOxKZNm9C5c2ds2rQJI0eO5P6sZDIZiouLufalpaUoLi7G/fv3sWDBAtjY2KBDhw68fgLApk2bYGNjg6CgIO5czWtoU1lZiQcPHiA9PR0K1SfMauqxfpQmE+w+TjExMYiOjua+Ly4uhpubG0JCQnSe/teHXC5HSkoKgoODNVIDjEnlv//iGj4GLC0BAPb29hg4cCB3/sGDB7hw4QJYlkVI//64uTEe8mvX4N+uHax69HiCPX+oqYxzU0fjbBg0zoZDY924ysvLcf36ddjY2HDpb8rKKoMGuWq2ElsIzIT1aPmQWCyGSCSCRCLB8uXLERQUhPfffx+Wqr8XJRIJN0lma2sLiUSC6dOn49atWxgzZgzkcjkkEglmzJiBhQsXcm2qS0pKwvLly/H111/Dy8sLqBYUWltb89qbm5tDKBRyx2bMmMGd8/Pzg6enJ4KDg1FQUMBdi2VZlJSUwNbWljerbWNjw93jjTfegL+/P5YvX44DBw7gxIkTXKBpY2MDiUTCtQ8NDYVAIEBpaSk8PT2xc+dOtGnTRmPsdu7cibCwMN6kZPV71hZvlZeXw9LSEgEBAdzPi1ptAXJNegW7crkc/fv3R3x8PNq2bavPJXQmlUoB1TR49c0s8vPzuXIVUqlUI1FboVDg7t273Pu1MTc315pvLBaLDfo/NkPfT1dV6v+amQFa+lv94wWlUglxS1fIr10Dm3/bqJ7L2MfZVNA4GwaNs+HQWDeOqqoqMAwDgUAAgeDhrCpjzkC64AWUFJc8DEAFDV5SVC+6pjGoqwkIBAL06dMHoaGh+PDDDzFhwgQA4D1T9a+XL1+OpUuXIi8vD05OTkhNTQUAtGnThvesu3btwuTJk7Fnzx6EhIRwx52dnSEUClFQUMBrf/v2bUil0lrHy8/PDwDw77//cvGaOl1A/Rxq1fvdpUsXtG/fHmFhYejQoQM6d+6MrKws3nOp2ycnJ6Njx45wcHDgVWiq7ueff8alS5eQnJxc6z1rewaB4OGfkbbfv/r+Pur10yQWi3Hu3Dl93qq31q1bQyqVcj8gUEX0mZmZ3B+mn58fioqKcOrUKa7Njz/+CKVSCV9fX4P21xSpS4+p83Fr/pAJBAKYqQLh8vJyiFWbi8hv3dS4FiGEEKLGMAwEZkIwZgIIzIQGe+kS6GqzbNkyHDx4EBkZGY9sKxQK0bJlS5iZmWHnzp3w8/ODk5MTd37nzp2YOHEidu7ciUGDBvHea2Zmhm7duvFiIKVSidTUVC4G0kYdoGrb8fZRIiMjkZaWhsjIyDrbubm5wcvLq9ZAFwA2b96Mbt26oUuXLjr3ozHoncYQHh6OzZs3a9SaawiZTIbLly9z31+5cgVZWVmwt7fHM888g7fffhtLlixB27Zt0bp1a8ydOxeurq4YNmwYAKBDhw7o378/oqKiEB8fD7lcjmnTpmHMmDG0q1sjUJceU6qCXJFI88fH3NwclZWVqKioqBbsUiUMQgghpsfb2xthYWFYs2ZNrW0KCwuxd+9e9OnTB+Xl5UhMTMSePXvw008/cW2SkpIQERGB1atXw9fXl1tnZGlpCTs7OwBAdHQ0IiIi0L17d/Ts2ROrVq1CaWkpJk6cCADIzs5GUlISBg4cCAcHB5w7dw6zZs1CQEAAOnfurPOzRUVFYeTIkXUGsfVRXFyMPXv2cHnKT4Lewa5CoUBCQgKOHj2Kbt26wdramnd+5cqVOl/z999/R2BgIPe9Oo82IiICW7ZswXvvvYfS0lJMnjwZRUVF8Pf3x+HDh3k5HDt27MC0adPQr18/CAQCjBgxos4fQqIDdekx8X91dmuysLBASUnJw9Wnrg9r8lGwSwghxFQtWrQIycnJdbbZunUrZs+eDZZl4efnh7S0NPTs2ZM7v2nTJigUCkydOhVTp07ljqvjHwAYPXo0CgoKMG/ePOTl5cHHxweHDx/mFu6bmZnh6NGjXBDs5uaGESNG4KOPPtLruUQiERwdHfV6b3W7du0Cy7IYO3Zsg6+lL72D3fPnz+P5558HAPz999+8c/p+LNCnTx+uJIY2DMNg0aJFWLRoUa1t7O3tkZSUpNf9Sd1YVYmPKpH2NAbU2FiCZnYJIYSYEnXgWZ2HhwevfGnNWMbR0fGRaQ5paWn1uv+0adMwbdo0refc3Nx4s8W68vDwqDMG8/Hx4Z1/VHu1yZMn17q5V32v0VB6B7vHjh1r3J4Qo8fW2FRCWxpD9Y0lxC0fBruKW7lglUowBlpwQAghhBCi1qDSY0VFRdi8eTMuXrwIAHjuuecQGRnJ5ZcQ0/JfsFt7GgNvZrdFC0AgACuXQ1FYCHGNGsiEEEIIMYwpU6Zg+/btWs+Fh4cjPj7e4H0yFL2D3d9//x2hoaGwtLTk8k5WrlyJ//3vf/jhhx+4FAdiOthKVRqDsH4zu4xYDJGzMxR5eVDcukXBLiGEEPKELFq0CLNnz4ZSqYRMJoONjQ1X7ssQewo8SXoHu7NmzcLQoUPx+eefc0GPQqHApEmT8PbbbyM9Pb0x+0mMADezqwp2HzWzCwBiV1co8vIgv3ULlqp6yIQQQggxLGdnZzg7O0OpVKK4uBgSicRg9YyfNL2f8vfff8ecOXN4s3sikQjvvfcefv/998bqHzEi3AK1es7sQhXsghapEUIIIeQJ0TvYlUgkuHbtmsbx69evw9bWtqH9IkaIVTwMdhWqfwnWd2YXFOwSQggh5AnRO9gdPXo0Xn/9dSQnJ+P69eu4fv06du3ahUmTJj3RWmrkMVKnMaiC3do2lYC2YPcmBbuEEEIIMTy9c3ZXrFgBhmEwfvx4KFRBkFgsxptvvtmou6oR48GlMTC1z+xqpDG0pJldQgghhDw5ege7ZmZmWL16NZYuXYrs7GwAgJeXF6ysrBqzf8SIsHL1zO7DTUN0TWNgWbbB+5ATQgghhOhC7zSGa9eugWVZWFlZwdvbG97e3lygqy2XlzR96pldhSpgrdcCNRcXAICytBTK4mID9pYQQgghxo5hGOzfv/+x3kPvYLd169YoKCjQOH7nzh20bt26of0iRogrPcbUf2ZXYGUFYfPmAKUyEEIIaeImTJgAhmE00jX379/PfXKZlpYGhmFQVFTEnd+9ezd8fHxgZWUFd3d3fPzxx7z379u3D8HBwXBycoJEIoGfnx+OHDmicf/169fDw8MDFhYW8PX1xa+//so736dPHzAMw3tNmTKlXs+Wk5MDhmEgFApx8+ZN3rnc3FyIRCIwDIOcnBxee/XLwcEBISEhOHPmDPc+mUyGadOmoVWrVrC0tETHjh2fyOYVege7tX0kLZPJuNk9Ylq4mV3V93XN7MrlclRVVQFUkYEQQogJsbCwQFxcHO7du1ev9t9//z3CwsIwZcoUnD9/Hhs2bMCnn36KdevWcW3S09MRHByMQ4cO4dSpUwgMDMSQIUN4gWNycjKio6Mxf/58nD59Gl26dEFoaChu377Nu19UVBRyc3O51/Lly3V6vpYtW+LLL7/kHdu6dStatmyptf3Ro0eRm5uLI0eOQCaTYcCAAVygHx0djcOHD2P79u24ePEi3n77bUybNg3ffPONTn1qKJ2D3ejoaERHR4NhGMydO5f7Pjo6GjNnzsTo0aPhQ5sHmCSu9Jjq+7pmdqE1bzfXIP0khBBCHpegoCBIpVIsXbq0Xu23bduGYcOGYcqUKfD09MSgQYMQExODuLg4sCwLAFi1ahXee+899OjRA23btkVsbCzatm2LgwcPctdZuXIloqKiMHHiRG6G1MrKCgkJCbz7WVlZQSqVci9dd0eLiIhAYmIi71hiYiIiIiK0tndwcIBUKkX37t2xYsUK5OfnIzMzEwDwyy+/ICIiAn369IGHhwcmT56MLl26aMxIP246B7tnzpzBmTNnwLIs/vjjD+77M2fO4K+//kKXLl2wZcuWx9Nb8mQpFGAfMbMrFAq5IJg2liCEEFIfLMuisrIScrkclZWVBnupg01dCIVCxMbGYu3atbhx48Yj21dUVGh84m1paYkbN27g6tWrWt+jVCpRUlICe3t7AEBlZSVOnTqFoKAgro1AIEBQUBAyMjJ4792xYwccHR3RqVMnxMTEoKysTKfnGzp0KO7du4fjx48DAI4fP4579+5hyJAhj3yvpaUl118A6NWrF7755hvcvHkTLMvi2LFj+PvvvxESEqJTnxpK52oMx44dAwBMnDgRa9asoQ0kniKsXA5lta0Ftc3sQjW7K5fL/5vZpfJjhBBC6iCXy59I2dIPPvgAZmZmOr9v+PDh8PHxwfz587F58+Y624aGhmLWrFmYMGECAgMDcfnyZXzyySeAKhfWw8ND4z0rVqyATCbDqFGjAACFhYWoqqpCixYteO1atGiBv/76i/t+3LhxcHd3h6urK86dO4c5c+bg0qVL2LdvX72fTSwWIzw8HAkJCfD390dCQgLCw8Nr/TtfraioCIsXL4aNjQ169uwJAFi7di0mT56MVq1aQSQSQSAQ4PPPP0dAQEC9+9MY9C491rZtW+zZsweRkZG84wkJCSgoKMCcOXMao3/EiLByBbdVMOoIdi0sLCCTyWhmlxBCiMmKi4tD3759MXv27DrbRUVFITs7G4MHD4ZcLodEIsHMmTOxYMECCASaH7AnJSVh4cKFOHDgAJydnXXq0+TJk7mvvb294eLign79+iE7OxteXl71vk5kZCR69eqF2NhY7NmzBxkZGdyeCjX16tULAoEApaWl8PT0RHJyMheUr127FidPnsQ333wDd3d3pKenY+rUqXB1deXNUj9uege7mzZtQlJSksbx5557DmPGjKFg1wSxcjkv2BVW+7q6mhUZRKryYxTsEkII0UYsFuP9999HSUkJbG1ttQaBj+u++goICEBoaChiYmIwYcKEWtsxDIO4uDjExsYiLy8PTk5OSE1NBQB4enry2qp3ot2zZw8vGHR0dIRQKER+fj6vfX5+PqRSaa339vX1BQBcvnxZp2DX29sb7du3x9ixY9GhQwd06tQJWVlZWtsmJyejY8eOcHBwQLNmzbjjDx48wAcffICvv/4agwYNAgB07twZWVlZWLFiRdMIdvPy8uCiCmKqc3JyQm4uLUQyRaziv5ldsVhc6wYRGrV2VTO7VXfuQFleDgFV6yCEEFINwzAwMzODWCyGmZmZwYLdhlq2bBl8fHzQrl27R7YVCoVcRYOdO3fCz88PTk5O3PmdO3ciMjISu3bt4oJDNTMzM3Tr1g2pqakYNmwYoMrrTU1NxbRp02q9pzpA1RavPUpkZCTeeustbNy4sc52bm5uWgNpuVwOuVyu8WcpFAqhVCp17k9D6B3surm54cSJExo1dU+cOAFXVXBDTEv1YFfb4jS1mjO7wmbNwFhZgS0rg/xWLsw9qQ4zIYSQps/b2xthYWFYs2ZNrW0KCwuxd+9e9OnTB+Xl5UhMTMSePXvw008/cW2SkpIQERGB1atXw9fXF3l5eYBqwZednR2gqoYVERGB7t27o2fPnli1ahVKS0sxceJEAEB2djaSkpIwcOBAODg44Ny5c5g1axYCAgLQuXNnnZ8tKioKI0eO5M3W6kIikeCll17Cu+++C0tLS7i7u+Onn37Cl19+iZUrV+p1TX3pHexGRUXh7bffhlwuR9++fQEAqampeO+99/DOO+80Zh+JkaiexlDXRz81g12GYSB2dUHl5WzIb92iYJcQQojJWLRoEZKTk+tss3XrVsyePRssy8LPzw9paWncIi6oUkMVCgWmTp2KqVOncscjIiK4ClejR49GQUEB5s2bh7y8PPj4+ODw4cNcfqyZmRmOHj3KBcFubm4YMWIEPvroI72eSyQSwdHRUa/3qu3atQsxMTEICwvD3bt34e7ujv/973/13uiisegd7L777ru4c+cO3nrrLa7EhIWFBebMmYOYmJjG7CMxEqxCjirRo2d2a6YxQJXK8DDYvVnr+wghhBBjpq20qoeHBze5A9UuZtVLmjk6OmqUB6spLS2tXvefNm1arWkLbm5uvNliXXl4eNRZis3Hx4d3/lHtAUAqlWrU7K1Jn/JvutI7KUadcF1QUICTJ0/i7NmzuHv3LubNm9e4PazBw8NDYys8hmG4fwk1ZKs88ghyORTCh0GuLjO7oIoMhBBCCHlC9J7ZVbOxsUGPHj0apzf18Ntvv3Hb0ALA+fPnERwcjJEjR3LHoqKisGjRIu57Kysrg/XPlFUvPab7zO7DpHwKdgkhhBDDmzJlCrZv3671XHh4OOLj4w3eJ0NpcLD7559/4tq1a1wqg9rQoUMbemmtqq9chGolpJeXF1566SXumHqrPNK4alZjqA3N7BJCCCHGZdGiRZg9ezaUSiVkMhlsbGy4Sgm6binc1Ogd7P77778YPnw4/vjjDzAMw+VcqMtRVZ99fVwqKyuxfft2REdH88pg7dixA9u3b4dUKsWQIUMwd+7cOmd3KyoqeIFZcXExUK1sxuOmvoch7tUQyspKLtgVCoW19lc96/vgwQOuDdPiYWFs+c1bT+w5m8o4N3U0zoZB42w4NNaNSy6Xg2VZKJVKXgkqdRyhPkcal6OjIxwdHcGyLFfPuHrsZKxjrlQqwbIs5HK5Rn3/+v5O6h3szpw5E61bt0Zqaipat26NX3/9FXfu3ME777yDFStW6HtZnezfvx9FRUW8Ys76bJW3dOlSLFy4UOP4Dz/8YNAUiJSUFIPdSx/P3L2LKmtrAMCdO3dw6NAhre1KSko02oju34cnAHl+Pg4dPAjUsiGFIRj7OJsKGmfDoHE2HBrrxiESiSCVSiGTyTQ+FUa1v0PI49VUxrmyshIPHjxAenq6xi5uZWVl9boGw+q5DM7R0RE//vgjOnfuDDs7O/z6669o164dfvzxR7zzzjs4c+aMPpfVSWhoKMzMzHDw4MFa2/z444/o169fnbuHaJvZdXNzQ2FhoUGm9uVyOVJSUhAcHNyg3Vwet6svD8MfYjHOdvVBp06d8PLLL2ttl5ubi4SEBNja2mLGjBkAAFapRHa37oBCAfcjh7m0BkNqKuPc1NE4GwaNs+HQWDeuiooKXLt2De7u7rC0tOSO1zbjSBpXUxvnBw8e4OrVq3jmmWe4NEm14uJiODo64v79+3XGa3rP7FZVVcHW1hZQBb63bt1Cu3bt4O7ujkuXLul72Xq7evUqjh49WueMLeq5VZ65ubnGAEKVl2rI/7EZ+n46q1KgyvLh4jP1TjfaWKtmfysqKnhtxC4ukF+/Dty+DbG7u4E6rcnox9lE0DgbBo2z4dBYNw6BQACGYVBeXs79fYFqH6MzDNNkdlBripraOJeXl4NhGFhaWmqkMdT391HvYLdTp044e/YsWrduDV9fXyxfvhxmZmbYtGmTxl7Pj0NiYiKcnZ01ttSrqSFb5RG++m4qoa7GUFlZCaVSyf0yiV1dIb9+nRapEULIU0woFKJZs2a4ffs2oFpUzjAMlEolKisrUV5e3iSCsKaqqYwzy7IoKyvD7du30axZM41AVxd6B7sfffQRSktLAdUKv8GDB+PFF1+Eg4PDI3cSaSilUonExERERETwSmA19lZ5pAa5gquzW5/tgqGa3VV/TEUVGQghhEC12QAALuCFKrh58OABLC0tm8TH601VUxvnZs2aNbjClt7BbmhoKPd1mzZt8Ndff+Hu3bto3rz5Yx+8o0eP4tq1a4iMjOQdb+yt8ghffUuPiUQiCIVCVFVV1RLs5hqox4QQQowRwzBwcXGBs7Mzr9pFeno6AgICKF3kMWpK4ywWixs0o6vW4Dq7qFYuxN7evjEu90ghISFat5dr6FZ5pG71TWOAKpWhtLRUY8tg0MwuIYQQFaFQyAUzQqEQCoUCFhYWRh+ENWVP4zg3KFlj8+bN6NSpEywsLGBhYYFOnTrhiy++aLzeEaNSfWa3rjQG1LqxxMO8aQp2CSGEEGIoes/szps3DytXrsT06dPh5+cHAMjIyMCsWbNw7do13na9xDToOrMLjS2DVTO7ublgWbZJ5AoRQgghpGnTO9jduHEjPv/8c4wdO5Y7NnToUHTu3BnTp0+nYNfEsCwLVFWhSqT/zK5IVRGDLS9H1b17EBko7YUQQgghTy+90xjkcjm6d++ucbxbt24aO1wQE6BaQNCQmV2BmRmETo4PL3eTUhkIIYQQ8vjpHey+9tpr2Lhxo8bxTZs2ISwsrKH9IkaGrRHs6jOzC14qAwW7hBBCCHn8GlSNYfPmzfjhhx/wwgsvAAAyMzNx7do1jB8/HtHR0Vy7lStXNryn5IliVbP1DZnZhSrYLT97jhapEUIIIcQg9A52z58/j+effx5QbeYA1bbBjo6OOH/+PNeOFiGZhkab2XWh8mOEEEIIMRy9g91jx441bk+IUeNmdlVBbkNmdgFAkUsbSxBCCCHk8dMp2I2OjsbixYthbW3NS1OoiWEYfPLJJ43RP2IkdE1jeGTOLi1QI4QQQogB6BTsnjlzhtvW78yZM7W2o9QF08NWysHqkcagMbPbktIYCCGEEGI4OgW71VMXKI3h6cIq5FAKBGBV/5CpbxqDZs7uw1q7VUVFUJaVQWBl9dj6TAghhBCid+mxa9euPdxooJZzxLRU3z0NDVigJpRIILCxAVQ7qRFCCCGEPE56B7utW7dGQUGBxvE7d+6gdevWDe0XMTYKhU7Bbm0L1FA9b5dSGQghhBDymOkd7LIsqzU3VyaTcYEOMR3VZ3ZFItEj87Ktra0B1cxuWVkZ75w6lYEWqRFCCCHkcdO59Ji6CgPDMJg7dy6squVcVlVVITMzEz4+Po3bS/LEsdVmdrXl6yrkVSi4WoIWnnYQCBhYWlrCwcEBd+7cwfXr19GuXTuuLbdIjdIYCCGEEPKY6RzsqqswsCyLP/74A2ZmZtw5MzMzdOnSBbNnz27cXpInjpXXHez+/l0OTh2+isDX2qNj74fBrLu7O+7cuYOrV6/yg11KYyCEEEKIgegc7KqrMEycOBGrV6+GRCJ5HP0iRoaVy1Elqr3sWMF1GQDg7q1S7pi7uztOnz6Nq1ev8tpSsEsIIYQQQ9F7B7XExMTG7QkxaqxCXufMruzew4VoZcWV3DF3d3cAQG5uLioqKrgKDSJ1zm4uBbuEEEIIebx03kGtvlauXKlPf4iRqrlAjXeOZVFyRzPYbdasGezs7HD//n3cuHEDXl5eAACxa0sAgCL/NliFAswjKjsQQgghhOhL5x3U6oN2UDNBdSxQqyhTQF5RBdQIdqGa3T137hyuXr3KBbsiJ0dALAbkcijy8yFu2dJgj0EIIYSQp4veO6iRpwurUEAhfPjjUnNmV53CAABlxfxNJKoHu2qMQACxVAr59euQ5+ZSsEsIIYSQx0bvOrtPwoIFC8AwDO/Vvn177nx5eTmmTp0KBwcH2NjYYMSIEcjPz3+ifTYV1dMYas7sqlMYAKCiVIEqhZL7/plnngEA3Lx5EwqFgjtOi9QIIYQQYgh6J0suWrSozvPz5s3T99J1eu6553D06FHu++qzjLNmzcJ3332HPXv2wM7ODtOmTcMrr7yCEydOPJa+PE3qKj1Wcpc/m/ugpBI2zR9uLOLo6AgrKyuUlZXh1q1bXPBLwS4hhBBCDEHvYPfrr7/mfS+Xy3HlyhWIRCJ4eXk9tmBXJBJBKpVqHL9//z42b96MpKQk9O3bF1BVjOjQoQNOnjyJF1544bH052lRV+kx2V3+lsBlxf8FuwzDwN3dHRcvXsTVq1f/C3bVFRlu0cYShBBCCHl89E5jOHPmDO91/vx55Obmol+/fpg1a1bj9rKaf/75B66urvD09ERYWBiuXbsGADh16hTkcjmCgoK4tu3bt8czzzyDjIyMx9afp0VdO6iV1Ax272suUgPAy9vldlGjmV1CCCGEPEaNWvNJIpFg4cKFGDJkCF577bXGvDQAwNfXF1u2bEG7du2Qm5uLhQsX4sUXX8T58+eRl5cHMzMzNGvWjPeeFi1aIC8vr87rVlRUoKLiv4/ii4uLAdVstVwub/TnqEl9D0PcS19VFRVcsCsQCHh9Lb7zAADAMADLAiVFD3jnW6oWoF27dg0VFRUQCARgnJ0BAJU3bxrsuZ/kOCtu38bdTZtgN3o0zNu2Nfj9Dakp/DybAhpnw6GxNgwaZ8MwpXGu7zM0eoHT+/fv4/79+419WQDAgAEDuK87d+4MX19fuLu7Y/fu3bC0tNT7ukuXLsXChQs1jv/www+wsrLS+7q6SklJMdi9dOVw8SIX7F65cgWHDh3izhXmWgMQQGRTBXmJEFm/nce/905z51mWhUAgQGVlJfbt2wcrKyuICwvRGkDFjRs49N13DyNlA3kS4+z65ZewufAnrv9zGfmjRxn8/k+CMf88mxIaZ8OhsTYMGmfDMIVxLisrq1c7vYPdNWvW8L5nWRa5ubnYtm0bLyh9nJo1a4Znn30Wly9fRnBwMCorK1FUVMSb3c3Pz9ea41tdTEwMb8OM4uJiuLm5ISQkxCDbIcvlcqSkpCA4OFjr7mTGoPDS37h84TwAoGPHjvDz8wMAVCmU2Hz44QJAr04t8VdGHtxcPNB7YBve+0tKSpCdnY1nnnkGPXv2hLKiAv9+vAICuRyhvXpB2Lz5Y3+GJzXO5X/8gRsX/gQASEVCdBs40GD3fhKaws+zKaBxNhwaa8OgcTYMUxpn9Sfxj6J3sPvpp5/yvhcIBHByckJERARiYmL0vaxOZDIZsrOz8dprr6Fbt24Qi8VITU3FiBEjAACXLl3CtWvXuMCsNubm5txWttWJxWKD/iAY+n66EFRVcTO75ubmXD/Lih4ALCAUC+DoZgtk5KFcptB4Dg8PD2RnZ+P69evo3bs3IBZD6OSIqoJCsLcLIFalNRiCocf51tq13NdVBYVG+2fc2Iz559mU0DgbDo21YdA4G4YpjHN9+693sHvlyhV936q32bNnY8iQIXB3d8etW7cwf/58CIVCjB07FnZ2dnj99dcRHR0Ne3t7SCQSTJ8+HX5+flSJoRHUtqmEuhKDrb0FrCRmgJZd1FBtkdq1a9fAsiwYhoHY1RVVBYWQ37oJy07PGehJDKs0IwNlGSe57xUFBU+0P4QQQsjTRudgNzIysl7tEhIS9OlPnW7cuIGxY8fizp07cHJygr+/P06ePAknJydANdssEAgwYsQIVFRUIDQ0FBs2bGj0fjyNqpceq/4vKXUlBpvm5rC2qz3YdXV1hUgkQllZGQoLC+Hk5ASxiyvKz56DItc0y4+xLIvbn64CANgNH477X38NpUwGZWkpBNbWT7p7hBBCyFNB52B3y5YtcHd3R9euXcGy7OPpVS127dpV53kLCwusX78e69evN1ifnha1lR5TB7u2DhawkjxMBdEW7IpEIrRq1Qo5OTnIycl5GOya+MYSstRUlJ87B8bSEs7vRKPkyBEoy8qgKCiAGQW7hBBCiEHoHOy++eab2LlzJ65cuYKJEyciPDwc9vb2j6d3xGiwiv+2C66exlCiJY1BXl4FeWUVxGZC3jU8PDy4YLdHjx4mHeyyVVUoWL0aAGA/fjxEjo4QOTmh8urVh8Guh8eT7iIhhBDyVNB5U4n169cjNzcX7733Hg4ePAg3NzeMGjUKR44cMfhMLzEcVi7XOrMr49IYLCC2EEIofvgj9UDL7G7r1q0BVb43y7IQu5ruLmrF336Lin8uQyCRwOH1h6k/ItUiPPnt20+4d4QQQsjTQ68d1MzNzTF27FikpKTgzz//xHPPPYe33noLHh4ekMlkjd9L8uRVS2Pgz+w+3IzD1sECDMPUuUitZcuWXN7u7du3TXZml2VZFKhyxR0mTYJQVb5OHewqbtMiNUIIIcRQ9N4umLuAQACGYcCyLKqqqhqnV8TosJWaM7ssy1arxvAwX5cLdu9rz9tVV2W4cuUKxC4PZ3ar7t2Dsrxco31Tpbh1C/Kr1wCRCPZh47jjItVCSgXN7BJCCCEGo1ewW1FRgZ07dyI4OBjPPvss/vjjD6xbtw7Xrl2DjY1N4/eSPHGslpndcpkcCrkSAP7P3pmHSVWd+f9zl1p73+huoKHZZEcQlEWDqCwqmpg4SSaaqMyEjBmdMSEzSfhNxi0ZlcQti4mJidHEuAdNjCiyyCYgguz7vvW+d1V3Vd3l/P64VdVddDc0CL1xPs9zH+iqc+8959xzT733vd/zviSne6G5sVsXbvU4zaUMamoqitfZryeF5Grcvh0A79ChCVEX4p7dHtRWiUQikUi6Omdt7P77v/87+fn5PPbYY9x0000cP36cN954gxtvvBFV/cyOYkkXxW4lGkNscZo/zR3X6vrTHA9vsBUZA82M3SNHjmDbdpMBWFraAa3oGBq3RY3dMaMTPm+SMUjPblfHqq/n8Fe+GpejSCQSiaT7ctbRGJ599ln69evHwIEDWblyJStXrmy13MKFC89H/SRdBMswENGHmVON3ZRMb7ycP8X5rrUFagD5+fl4PB7C4TAlJSW4evXCOHasRxmAjdu2AuAbPSbhcylj6D4E160jtG0bxrFjZH/72yiK0tlVkkgkEsk5ctbG7h133CEn/osQ07bj/4/JGAKxxWnNjd20tmPtEtV4FxYWsnfvXg4fPsyAHhahQJgmoZ27APBdeoqx2ytq7EoZQ5cncvAgAFZNDWZ5x6azlkgkEsn55ZySSkguPsxmiw9jxm48e1pzY/c00RhiDBgwIG7sDonLGHqGsRs+eBDR2IialIQ7KtmIoec4bbWDQaxAEC1ZJpboqoQPHGz6/7790tiVSCSSbowU2UrahWk7xq4ejb5BgozBEy93umgMMWK63aNHj6L0MB1r47ZtAHhHj0Y5RcOuJSeh+v0AmOU9o709lfDBZsbu3r2dWheJRCKRfDaksStpF6btJAzRtaasaIHWNLsxY7c+0maSkV69epGUlIRpmpT7fc7xe4ixG4oau77Ro1v9XkZk6PoIyyJy6FD87/C+fZ1aH4lEIpF8NqSxK2kXcc9uM2O3NRmDL2rsWoZNJNR63GVFUeLe3ZNReYRR1n2iMVT+/veU/uxniGY65hixSAyn6nVjyMQSXR/jxAlEpOnNRGi/NHYlEomkOyONXUm7MKNOWldUr2tGLBrrDTjFs+tya7i9jkHcUNt6rF2aSRmO19U5xysr7xbpps3ycsoef4KqPzxPw4ZPEr6zGxoI798PgHd0G8aujMjQ5YlJGLS0NAAiBw4iTLOTayWRSCSSc0Uau5J2EYvGEI/EUO0Ysi6PhsefuM7xTBEZaGbsniwvx9Q0RGMjdjdINR1c/3H8/7VvJYbXC+3cCbaNnpuLK7f1BU1SxtD1iS1OS7rqKhS/HxGJEDl2rLOrJZFIJJJzRBq7knYR82u5WonEcGooOl801u7pjN2MjAzS0tKwbZvKaArh7pBYIrhuXfz/dYs/wGpmoMclDGNa9+oiE0t0C8IHHO+8Z8gQPIMHO59J3a5EIpF0W6SxK2kXJtEFai0SSnhalPWnntmz21y3W96vwDlHFzcAhRBxY1dxuxGhEHXvvRf/Pp4meEzri9OQMoZuQSTq2fUMHoTnkiEAhGREBolEIum2SGNX0i5MHO/tqZ7d5nrdGP60M8fapZmUoTQjA7pBYonIkSOYxcUoLhdZ3/oWALUL34p/3xSJ4XSeXWnsdmWEbROORmJwDxqE95JLIBprVyKRSCTdE2nsSs6IEIJYXAWX2zFkA61EYojRnsQSAIWFhQBUut1YqtrlE0vEvLq+ceNI/8qXQdNo3LyZ8KHDmBUVGEVFoCh4R41s8xguqdnt0hhFRYhQCMXlwl1QgOeSoSBlDJIeQO3f/kbJI4/IxZaSixJp7ErOjGliRUOOtZQxtG3sNp7B2E1NTcXlciEUhWBSUpf3djasWw9A0pTJuHr1IvmqqwCofeutuF7XM3gQWnJyi30jkQiffvop4WhSCbuhASsQ7ND6S85M+MABANwDBqDoOp6hjmfXOH4cOyivl6R7Imybkp/8H9V/+jOB1as7uzoSSYcjjV3JGRHNjN2YZ7e+yonGcDpj90yeXUVRyIhKGILJXdvYFZZF8GMnEkPS5MkApH3pSxD1mDRu3gxthBwTQrBw4UL+/ve/s+Ljj1GTnDTBXbm9FyuRg016XQA9IwMtJxuaGcISSXfDOHECu74egIZmEWUkkosFaexKzogwjARjV9iCQHVMxtDaArVYyuC24+zGiBm7gaTkLp1YIrRrF3ZdHWpKCt6Rjkwh5ZppaOnpmGVlVL/2GgC+VhanrV+/nj179gBQXFwsw491YWJhx9yDBsU/8w5xvLshKWWQdFNCu/fE/x97aJdILiaksSs5I809u7rbTUNdBNsUKAokp58mGkO9gbBPnygi0bPbdY2/4FpHr+ufeAVKdJGe4naTetNNANjR5BjeaJpgIQSWaXPixAmWLFkSP055eTmajMjQZYkllPAMGhz/zBNbpLZXGruS7klo9674/8N79mBWV3dqfSSSjqZbGbuPPvool19+OSkpKfTq1YtbbrmFvaeEBJo2bRqKoiRsd999d6fVuScgDBNLd4xdt9tNdWkDACnZPlSt5RDypTq6XmELQg3GaY/d3LNrlpe3moK3KxBbnJY0aXLC5+lf+mL8/4rHE1+9/9bjn/Li/67i9ddex7Zthg0bhqqqGIZBKDcXpLHb5RBCEIlKFWIyBpobu9KzK+mmhHbvTvi74eMNnVYXiaQz6FbG7sqVK7nnnntYv349S5YswTAMZs6cSfCUhSNz586luLg4vv30pz/ttDr3BJrLGHRdp7rY6e/MPH+r5TVNxZsUTSxRe3rdbnPPLqaJVVV1nmv/2bFDIRo//RSii9Oa4x0xAs+wYfH/Ky4XDXURig7WUCK2U1dfR0ZGBrfccgtZWVkA1GU6bZYyhq6FWVKC3dAAuo67Xz+EEAghEozd7pDSWiI5lXBUxhCTYAXXrzvDHhJJz6JbGbvvv/8+d911FyNHjuTSSy/lhRde4NixY2zatCmhnN/vJy8vL76lpqZ2Wp17BGYzza7LFffsZuQltblLe2Ptxj27KSmILurtbPz0U0Qkgp6bizsaG7g5mXfdCUDKddcCUFUcpNF/koi3EoTC6IKr8Hq99IpqdWt9zkNCV2zrxUxcr9u/P8Gg4A/fW83SF3Y5Xl5VxaqpkQ8okm6HWVnpzDWKEp+r5CI1ycWG3tkV+CzU1tYCkJmZmfD5X/7yF1566SXy8vK4+eab+d///V/8/ta9kADhcJhwuGkxVV1Uf2kYBoZx+tfw54PYOTriXOdCpLExbuwqikJVkZMiN7WXp806+5KjIcqqG0/brqRYZAJdJ+J2EyouRhsy5AK04tz7uW7NRwD4Jk7ENE3KysowDIM+ffoAkDR7NoXjx6Pl5GAYBkWHKwimHAEguW4Qe5fVMXxsdXycVmsqfYFIaWmXveafha4+ntuiMSpTcA0cwOFtZYQbTPZtKOWKzxfi6tcP48gRGnbvxh99QOtsums/d0e6c18Ho5kdXf374ZkyBVSVyJEjNB4/jp6X19nVS6A793N3oif1c3vb0G2NXdu2+c53vsOVV17JqFGj4p/fdttt9O/fn969e7Nt2zZ+8IMfsHfvXhYuXNjmsR599FEeeuihFp9/8MEHpzWSzzfNFzJ1JTxFRXFjd+fOnYSPFAAquw5u4WBV6xrb6oAXcPHpx1vZX376wehyuTAMg0ByMluWLaM2ELgg7Yhxtv3cb/FivMA+n4+1b73F7qj+bfjw4Xg8LRfoHdtWC4qNS/GSnppNuFTw92c24h550vm+pobRQN3RoyxatOg8tarr0VXHc1vkrlhBGnDMttmzajOVOTtxhzP5x8shhqSkkAJs/fvfqa6p6eyqJtDd+rk70x37OuPDFeQAlalp7Fyzhn69e+M9cYJ1zz1H/fjxnV29VumO/dwd6Qn93NDQ0K5y3dbYveeee9ixYwdr1qxJ+Pxb0TSuAKNHjyY/P5/rrruOgwcPMqhZOKHmzJ8/n3nz5sX/rquro6CggJkzZ3aIBMIwDJYsWcKMGTNwRZM2dCVCO3awf8dOAMaOGcfajx1d7Y1fnI7H3/oQWhc6xPaik/TvO4hJNw487fErKio4fvw4waQkLs3NJevGGy9AK86tn63aWg7/cD4Ak781l7dXrYrrNjMyMpg2bVqLfZ7e+iwAQweNYtZNU3nzkU9pqIvQh2Ec5QhhRUEAnmCQG264AUVRzms7O5uuPp7b4sQrrxICRsyaxdZPG7G1MCFfCd7IOPp/7nNUbd/OQE0j9wKNz7Olu/Zzd6Q793XJhysIAAOuvZbLbryRir37qHn+eS4JhbvMWI7Rnfu5O9GT+jn2Jv5MdEtj99577+Uf//gHq1atom/fvqctO3HiRAAOHDjQprHr8Xha9dC5XK4OHQgdfb72YggR9+waDY5h5k91k5zma3Of5Awn2UQoYJ6xTZmZmRw/fpxAcjKiovKC98HZ9HPjpk9BCNyDB3GysTEh+se2bdu49tpr0aJ9Q1RaE7QqQYFxl40lJd3P9LtG8PdfbOHIhgBKvophmjT6ffgbGtEikVYzrvUEuup4bg0hBJFDhwDQC4dQu24JeABFcOz4UZTpziLEyIEDXa5N3amfuzvdsa8j0Rjf/pEjcblcpFw5hZrnn6fxk0/Qdb1LPmx3x37ujvSEfm5v/bvVAjUhBPfeey9vvfUWy5cvZ0Ari4VOZcuWLQDk5+d3QA17JsJoirPbWOfkVc/IP728IymeWOL0C9Q4JSJDV0ssEfzI0et6J07ivffeA2DChAn4/X7q6+s5cEpWrU83bgUFXJFU+g9xxlzBiExGX9MXBRWP6miU63IdrZxcpNY1MMvLnVjJqkqlSCPiapIqhN2VlFjO9YocOIgwzU6sqUTSfuxgkMjRowB4RwwHwH/ZZeByYRYXYxw71sk1lEg6hm5l7N5zzz289NJLvPzyy6SkpFBSUkJJSQmNjY0AHDx4kB//+Mds2rSJI0eO8Pe//5077riDqVOnMmZMyzSukvYhDCMeZ7ehJmrsniYSA80TS5whGgNAeno6AIHk5C6VWEIIQTAqk9nbvx+VlZUkJSUxffp0Lr30UgA+jYYki7F9+zYA0vW+6K4mj+/QiY6xpIQcj3cgL2bsdp32XszE0gS7CwrYt+cYqE1a9IinisNHDBSfDxGJELlIDQSrro7woUM0fPIJde8vpvqVV2jcvqOzqyU5DaG9+0AI9F690KOhD1WfD390/gquW9/JNZRIOoZuJWP4zW9+A9HEEc354x//yF133YXb7Wbp0qU8/fTTBINBCgoKuPXWW/nRj37USTXuGYhmoceClY7xmtFGjN0Yvqhnt7H+LDy7SUldytMZOXwYo6iIxpQU1h0/DsCMGTPwer1cdtllrFu3jn379lFXV0dqaiqlpaVU1VSAUCjITdQpZxcko7tVlLAPXM1j7Xad9l7MxMOODR7MkaOOnKF3ViGlNSewiHD0wEmGXzISa+tGQjt34Rl4eh16T6PqT3+i9JFHW3yuJiUx5KM1qF5vp9RLcnpimdM8w4clfO6fPImGjRsJfryejH/+aifVTiLpOLqVZzcW5P3U7a677gKgoKCAlStXUllZSSgUYv/+/fz0pz+VcXY/I82TStTHjd3Te3aTMxzPbmO9cUaDN2bsNvj9GFVViMiZDeSOIObV3THtagzDoG/fvvE3BDk5OfSLJh6ISWW2bXO8uu5wJrkFieHwNE0ld0Aamun0W61fxtrtSoQPOnIU98BBVNYXAzBs2FAGDnSkUmF3FdVDnIfsmLTlYsGqr6f8V88AoKak4C4sxDd+PGpyMnYwSMMnn3R2FSVtEMuc5h0+POHzpEmTIJpJratmrZRIzifdytiVdBJmk2Y3UOmEETuTsetNcpHVxylzct/pQzUlJyej6zpCVWnw+zErKs5b1T8LgTVrKM/J5lA0FvCNN96IqjbdMpdddhlEpQyWZbE9Gs/S29iLzPyW/dN7cBq66Ri5NZoWTaIhZQxdgdBOxwNWn9ufiFoPwOjxwxk8eDBEpQwlXmeBa2D16ovKQKh+6SXsujrcgwZxyfp1DHr/PQr/8hKpN9wAQGDV6s6uoqQNwrtixu4I1q1bx1//+lcikQi+0aNRfD6sqirC+/d3djW7BI1bt1L21NPYoVBnV0VyAZDGruSMmIaBiBl5loLLq5GU7j7jfn2GOh7bE3urT1tOVdVTdLud7+20w2EaNnzCoejr6nHjxtG7d++EMiNGjMDj8VBTU8OKFSuoq6tDETrucBaZvVsau/mD09FMHwiFCNDo80kZQxfAKC4mtH07KAoHtGRQwKOkkJGZzpBoghPDVceJEgM7JROrsjJuHPd0rECAyhdeBCD7299GaRZ5JGnq5wAIrlrVafWTtI0wjLghqwwexNKlS9m+fTtbt25FcbvxT5gAQMN6qds1yso4/m93U/nb31L96qudXR3JBUAau5IzYoSassspQiUjL6lFuBrDMthYshFbNHm8+kaN3ZNnMHY5NSJDaecbgI2bNmGHQpREs6S1tsDR7XbHP1+92vFueRqzUVWN9F4tNc25A1JRVQ3NcvSNdWmpGF3AsL/YqVu8GADf+Ms4WlICQG6GE9IwMzOTrKwsUARhrYq6Kz4PQGD1xWHgVb/0F+zaWtwDB5J6w/UJ3yVNngy6TuTo0Yt20V5XJnzoEMIwUJOTORIMYlkWABs2bEAIQdIkJyxnYOXFMZbbQghByf/ejxVNFlP3j3c7u0qSC4A0diVnJDEdn9rq4rT7197PnMVz+NPOP8U/6z0kHUWBmtIGAtWnfzUUM3YDSV3DsxtY8xFVmZmE3G7cbjcFBQWtlotJGWJ4GnuR3suH5mp5a7m9OjkFyU263dQ0zHIpY+hs6hd/AEDKzFmU1zpZ7prH5I55dyOeasoynIeb4EVgIFiBIFV//CMA2d++O8GrC6AlJzthrKSUoUsSikkYhg1jdzTWLkB5eTlHjhwhZcYMAILr1mGcPNlp9exsat58k8DKlSguF2gaoR07CB8+3NnVkpxnpLErOSNmdMGYIhQUlBbG7qbSTfzj0D8AeHHXi0Qsp7zH7yKnXwq0w7vb3LPbFYzd4OrVFEdjMw8aNAhdbz1wSX5+fjyGs8+dhMtIa1XCEC8/KD2u261LS8UsK49nZJN0PEZJCY2bN4Oi0DBuPCZhECojx10SL9Nct1tU7cHUPDRu24ZZfeY3Ft2Z6pdfxqqtxV1YSGobmbaSPncVXESe7u5EeI9j7GrDh7E/KmfQI858vGHDBtz9+uGfNAmEoOavf+3UunYWkRMnKHv0MQByvvMdkq6cAtK72yORxq7kjBhGzNh1hkvzxWmWbfHox00hiSoaK1h0eFH8777D2qfbjXt2k5MxOzmxhFFaSnj/fop7O0ZszLPXFldd5fzg5yUPQUFpdXFajPwhaWhRY7c2NQ3R2IhdX39e6y9pP/UfOF5d32WXsfuoM+68VgZZ+SnxMv3798flcmFrESJKgJrRs0AIgmt6blQGOxik6vnnoQ2vbozkqVMhuqrfDodbLSPpHGKe3bI+fTEMA9Vyk1LnPMTt2bOH2tpa0r/8TwDU/HXhRZcsRVgWRT/8IXZDA74J48m8607Sbr4ZgNp/vCOdED0MaexKzogZmwSF84PX3Jh7c9+b7K3eS4o7hTkj5wDwp11/ik8UzRepnW7yaB5rt7N1rME1HxHyeKiKBmE/k7E7cuRIfvjDH+ILOvrezN5tp/9N8OympyOAukWL2iwvubDUve/odVNnzeRANPxYdlrvBE26y+WKZ2uMeKooyrsSgEAPXphV/corWDU1uPr3I3X27DbLeS65BD03FxEK0bBBhiDrKgghCEWlC4ejQ9kTysbvSsMVTkMIwcfrNpAyYwZaejpmaSmB1ReXFKXqxT/RuHETqt9P70cfRdE0Uq69FsXnwzh6jNAOmTClJyGNXckZiWl2FaGiagqp2c4Cq5pQDb/c8ksA7h17L98c8038up/91ftZV7QOosadqikEqsLUVTS2eY5YNIaIx0NDZVUHtKptgh+tiUsY8vPzSUlJOeM+Ho+HmpIGOOVh4FT8qW4yM7NAgOHSCXm9lP/il1iBwHlsgaQ9GKWlNEYz4HmvvZaKGie+7sABLRNGNEkZqqkIJRP05xFcvRoRXfTTk4gcO0blH6Je3bu/jdKGhAdAUZS4lCG45uIylroyxokT2PX1CLebfUXOuPZEsvnSf11Gpl4IwIaPN2KhkHbLLQDUvP5Gp9b5QmMHgwRWr6Hsyac48rXbKHviCQB6zf8h7uiaDDUpiZRrrwWg9p13OrW+kvOLNHYlCQghqFn4FoHVa+KfNffspvXyo2rOsPnVll9RG65lSMYQvjL0K6S6U/nSkC8B8MLOFwBweTRyBzhJPU7saVvK4PF48EezMNV0ouEnLIvgR2vbLWGIUV8VwghbqJpCWq7vtGX7DM5Es5wyDZdcglVVReXvnjsPtZecDfUfLAHAN24cxeEwtrBRLTeDhrdcjBgPQeauw1ZMivpfg1VT44Qs60GEdu3iyNduw6quxjNkMGk33wTAyUMV/OkXb/O7p/7CM0/8nqd++ksee+Sn/PmFl0m6yglBJhepdR1iCXFqLr2UcDiEYusMHT6IrD7JfOlfr0W13JgizKLXV8WlDIGVKzFKO1dCdiGww2GKH3yQvVdM5PjcuVT+7neOTt+ySP38zaT/0z8llE+9yXmTUbfovR75MHuxIo1dSQLlTz5J8f/7fxyfOzf+ZGtEjV1FqGRGF6ftrdrLG/scT8D8K+ajq4735/bht6MqKuuK17G3ai+cRQiymJShXlWxg8EL1sbTEdqxA6OujpL8szN2q4qc+qbn+tG0099W+YObdLtWdGKtevFFjKKiz1h7ydlQt/h9AFKvn8Xe3fsAcIczyBuQ1qJsRkYG2dnZgCDiraAk9wos1dWjDLzg+vUc/cYdWJWVeIYPp9/zz6PoOqFQmD/96U8cqtpCUe1+yutPUNtQSSjSwMEj+ziUnO2EIDt8mMiJE53djIueho0b46mdT44cBYAnlMXoac5DXG5hGiOGOFFFtu/aQrmRgW/CeLBtahcu7MSan3+M4mKOfv0b1Lz6GlgWrj59SLvlFvIfeYRBS5fQe8GCuGTJNE2qqqpIvuoqtPR0rIoKgjIGcY9BGruSOJW//z2Vz/0+/nfRD+dTv2IFpuk83SqoZOQnYQubRzc8ii1sZhXO4vK8y+P79E3py/R+0yGq3eWURWqn1e1GNbLB5KROC8kVWLOGiuxsDJcLn89Hn2ic3TMRM3ZPF4khRnPdbk1aOv7LL0eEw5Q99fRnrL2kvRhlZTRuciQMnmuuiWe/y/Dn4fG7Wt1n7NixAIRSTxDBRVnOuB6j2617fzHH534LOxjEf8UV9P/Ti+g5OQgh+PPvXyVMHartYlD+aIb3uZzRvT9HmuLcG8s+XIsv2jc9pT+6K+GDBzl+z70IwyB5xnQORsOeZ/r7xNdPAMz64tUoqJjuet59YT3+W74MQM0bb/aY7IDBDRs4fOs/Edq+HS0tjYLnnmPwsqX0fuxR0r/0Rdx9+8YN3bq6On7729/yi1/8gp1795Jy/SzncxmVoccgjV0JANWvv07Z41EN03//F6mfvxksi5P3fYeGo0edQsKJsfv0p0+zqXQTXs3L98Z/r8Wx7hx5JwCLDi+irKGM3MI0dJdKY71BVXHbHtvmsXY7I7GEVVdHYNnyuF538ODBCemBT0esXafT68ZI6+XD53K8h8UnSuj1gx8AUPfOOzT2sNfiXZX6D5aAEPguvZSNhw/TGG5ANb0MLBzc5j4TJkzA6/ViKA2EvRUU9b6K0I4dXSa99bkQOXGSkp/8Hye/+12EYZAycyYFz/0OLapTX75kBScrDoNQuPqK6/nGv93KV+fO5tZvXceX7/g8CIWAVcn+EdcAEOxBnu7uhlFW5jyw1NbiGzsW8Z3vEIo0oNgal39udMKiy5SUFEaOHAFAJYfYUj0ANTUVo6iI4EdrO7EVnx07HKbyjy9wbM6/YFVV4Rk2jMK/vklyVFt+KpWVlfz+uT9QHnWwvPfu+/iiqbDrP/hApg/uIUhjV0Ld+4spefAhALLmziXrX/+V3v/3fyRPm4YIhwkVOQHHFaGyMbKWP+5wAs0/MOUB8pPzWxxvTM4YxvUah2mbvLLnFTSXSv5gx7g7nZShM2LtCssi8NFHnPzef7H/c1MJ7dp11npdztKzqygKvfvkAlBZVYF35AjSvuBk5ipdsECGvOkA6qNZ0/QZM/goGkIsKVBI/sDMNvfxer1MmjQJgMbkY9SkDSTgzyewZk2b+3RVGrfv4OS8eRycOZPql14CIUj/56/S56knUT0eAPbu3cvqtSsB6O0exdQbExOo9B2QS0Ev5+Hg02AQQ/cT/PhjGYKsE7ACQU7c/W2MoiLc/fvT9ze/ZtNGJ6W1x8xixJSWOvQrr7oSRVGIeCvYsWM39dPvAqDmje63UE0IQcPmzRQ/8CD7PzeVsgULHE3uzTdT+MrLuPv2bXW/IweP8+yvn6OuvhbN9KKaHoKNAVafrETvne8saluxssPb09EIy8Kqq+vRvz1tL7OVdAjhAwc4/h//Sb9QiOMvvYTm8aK43eDSQQiwBdgWwhaggKKooKqgKqAoiEgEETGi/0ZAVVHcLlSXG8XjQXG5UFw66DqK7nLiZQqBsCyEaSJMw0kXadukf+Ur5Mz7LgCKy0Wfp5/i+DfnEm5wfrwUofHk/sdAhX8f++/cNPCmNtt154g72Vy2mRd2voCCwhVDbuT47mpO7KlmzDWtZyNr7tkteeghyn/5S1S/H9XvR3G7UdTEtmMY2LH2h8PQyus3xeVy9o32aZ/yCk6++VcwnD4zysuwyps8c8aIEdSmp6MoSnwF/pkQtqA66tnN6p1MfaSe1/a+xsGag/h1P36XH7/uJ9mdzOf6fI7CtEIGDO3L9nIwrAhHjhyh73e+Q93iD2jcuInj//qvKH4/iqo57bUs7HAI0RjCDocRoZBznXXdWSmvayDAbmjAbghiNzQgGhpR3O54/6lJSSguV/SamwjLBNNy+sfnRfV4UXxeFFXDDjUiQmHsUMjpV01tGk9ut3POU9JFoyigKiiqhgDyS0ooXroUNdo/2HZ8vGGY8YUf8fr5/Sh+HyIcwa6vxw4GsOoDTltPvaYeT+J+Xi+KpoKqNdXBtsA0EdFzCcNwYhqHQtihRkLbHA/6Oj2JiBFBN5LpldqPweN7cbzuOC/sfIF3Dr1DflI+3xrzLa4vvB5N1Zg4cSJr164lQpCIp5Ki3leR8YtfUvf3vzvnMqNtsyyEsJ3717LApaN6faher1Nftzt6f9vOa2Pbjl4TM34cbNu5bzXN6XOXjqLpThsVFRvILy2leOmyaD/brd4D2DbCiGCHnTnCDgSINMsQlTRlCpn/8i8kXTkl7v0rKyvjzTecRAPehny+eO9MFFVpceibbp3Bb57dT6Orkl1jv8KlG1/gxLf/HXQtOh4bwLTi9218TNu2c41i/aMopy9j29G5ze3Mb25P/L5u2lzOnBhtp4hEEAnZH5uhqYlzaWyMRq+ZsExnnEbvF9s06RsMUvze+2jJyah+PyhKvI12QxDR0Ohc+2bXFGi6drrL+X+zNiqqCtHrq+ha9HrrzpwfG7uxsRArr6rOuQMBrLo67NpazKoq7Pp6tMxMxzOfns7efc6aiYH9BuPxtfypz8/P56qrrmL16tXUpx1gU/3lTHSnwpIl7J96dYt7MzZHqF4fiq43zSWm4Yzb6LWMj3shonVWmu5NzZmzFJfutFtVo3O4M4/boRC9S0speu89VEVtGr9m07XANOPzH7qGorswjh0jEnsDCeh5eWTN/SYZt93WIrU9QCRksvKdTazdsQShmOhGEqPzr6YqUMbR0EY2bd1I/+lfwPWnZyl58EEqfvvb6L3raXbvtvLbrGnx+7P52BW23bIMSsLvMIbpzMdJTf2uerzO9Y4hnLGZMMZN0xnP0fEVuzZNY7MBEQ4786bHg+LzgttNn2PHOfb8H7EqK7GqqsC2UVwu9Jwc9Nxc9Nxc1OSk6FhVnLEXr7PRNFfF5q9m7U298QbSPv/51u+9TkIRPdmUP0fq6upIS0ujtraW1NTUC3quY2s+JvjNuy7oOdrDtsETePOGf0NzaXgUC5eu4/G4SbXCDF75Bsf7puJuyOCVkb+nj34VI/R/Q1UVdFVB1xR0QDNDCLcfG7Btiw0Nv+Sk4Qj8C4Jjmb1tDrZLoW5Wr7ixJAQEIxaVgTB1dbUMq1iNalnc+uZfUTtoaIa9SRwYPYUto66i0gO5NbtodKdTkjcFl6agqyqaqkTtOQVNVVAVxflOU3A32mStrESosPJzqzkQWYRJQ5vnSxUjGBmazYDDAcK+MoTqonHA5xi9+n0mrHqrQ9osgZ1jZ7NjaAooAm/jpewdKjiiv0uF+ARIHHt+8hmg30K+Pgl/+R5cFfvQjWSyS4dy1dr/QbPbMKq6KJaqsWf4RNZNuJ6irAJsIfC5NZJcGinhMrwl28FowBVOw5tyBQ1jUmiwajEsgWmpmJaCaaqouMg6vhEtXIKnsRfTViwivfZgZzfvoiTk9fP3239IRZ9BpJRX4K5eC0Ih2G8ylSlHqbEPYIgGkpT++MUAdKMPhinoXbwWl1GPO5RF75Ikrlj/M1qah10fw+3h6IiJ7BlzFYf7DSNiQdi0CZs2ViRMUqSSVCtIRmM9LrMeW3MepDUrDbv/FESvZFTDRt28HFOvxhXJ5IZ3X8YXru3spnU7Al/+Bpf/+P91yLnaa69JY7cVOtLYXbd8OUX/WI1hBTGMIKYZxI40oAoLW4lgawaWamAqBgoCFQVNCDTbeR1uqzqWomJrOpaqYdkWijBRLQXdVtBsxfndtkGxAVsBBEKxEYoA1Sbi0SjKTwZFQxU5aOQANmGlGEOtIiU8HFxurLDGvtTFXFWai24JLENgRQSWYSMM2zmPpqB4dFSPhuLVKEppYHNWKQG3ya3bfoDHTuZYr/ewXNVomOiYKAgsoSDQ8DIcBQWtfh+6EcZlClwmqLZAs01020K1LVQbLE1guhRMTRDRFTTVjUvx4saDR/HgwoVlhzGtBiyzEdMOg9CwNBeG4sZUXZi6i9pUBfQwihpBEwWopGNRhKlUItAQQkNFQRECFYEiHEmHEG4QHlyRfDJrJ1DtPcbyQX/AbahkNngoaPBhKQqGYmMrKhGXoNTfQEQXmBrM3v0fBDNPYrgDKJaOywjTq2YzqlGHbSsgXNjo2IqLsObD1DxYmgdLdaMIG00YaLaJZkdwEUJzNaDo9SieILa7ESwPZiQNYaSAkYpt6xhKCKEa2GoEGwOXreA2FdyWhst2oQsNoYaxNANUE6HaCBSw3Ni2G1V4UNAQRLCjm1DDqLaCKnQUW0G1NWyc8WioLixFx1J0hCoQmKBYCMVEFTa6ZeOybFymhduwMHUw3AoRXcVwKxgaqOgo6CB0FKGjWDaKaaNbAt0EzRbotoULE02YuISFpejONdZcGOiYqgsR7XdLB5RehP2DiPirEYbGxznv0qhG8IU1kkIuBgfTGBhII6BbHPE3UOduJOCKoCg2qcJDgXEVChqplYNJa9iAyj5MFSxFYKoCW1UwNed2sxRQbXBZApcp0E2BZtlo2KiKQMVGR8FWVcKagqEKIpqKoWoIWwFbdQ4kFBRh4xIRdExcdgRN2BiKF1PxYUb/RQGEiYKFgokSvfmFYiNUQBHUpnlp9DvjC3SEoqEIN247ExfO4knV9OCr7M2aQb+nXm9AFc4bFU11oyk6uqpjYpMS8TC8dhIIhaySPiSF3iOig6EJIi6wVIFNGIQBGCjCRFdAF6Cj4EFFQcUCLCGwhMAGDBVMpelfAM0C3QK3peOydfxo+Cwdr3Dhw4UiBCFhEMIgjIWpaNgK2ICIXgunEzRAQ4n+q4oIGiE0EUYnDFgIVUWoIFQFWwHFVtANDZftwWV7UIGQZhLRDEKaRVg3sKLlhapiK7ozZ9gWmm2hWxaqEGi2F9X2oto+VLxgO/cTIrrZEWxVw1Jd2NHNcQ5YKMJAEQYqFpZqIXQL3Da4LEKeXhjGCFQ7j8bkMlBtRMTFh/l/xW2quAzV+T3AeZbThUq26cIvUsiwx6MoKqlV/Qi7NmNqO9DCKm5DRzN1VCs27xrO+LUBxXmbouJGVXWEQnS+EAjFQihRTySO51zQ9FvkeEYBFGxVYKsCodqgCmxFYGNhIxBKbFOxVTV6TTRU24Vqu9Cim6VpVGWB0MNoSgQ3BgIdw05GKNmoSrrjVT0F026k3PsxLsVEB1Rh4zJy8NnjQAF/dRaId9FNgdt047J0NFvDwMZULWxVYCoi4eFYFRoKCpZiYGPH26AKBc1Wcdkqmq2iCRVbM7EUga1a2KqFatu4LIHf8pFsJ+MVXixhECGCYUcwiGBiYqsCFKevnNc60b4VCopQsFUwXQJLt7FcFpYGuqWjWS50U0OzXFiqQthjEfEIIh4FywWaIXA1CNwhG0/IxmXaaLZzr6oINFsgVOeetlSwNYGFiqXo2IoHW/Ui8OAbVMg3/9+PL6jtFEMau5+BjjR2P/jd84w41FIbathhFJzXIQpq0yuddmALG9OOYIgwpm2gKRqaoqMqOpqiAwJLmFjCwhIGQghq9QifeI5SpSUuIOtlJqPZUOwOMCSUxdhIX1yqB5fqdm5oYUWPZWKLWNQGJfrqyHlVozZrg4Ka8J2iKAnte929ljq1kRsjl5FnpWEJo+kctoEpnM0WFi7FjVvz4lK9uFUPqtJ6StMYlrAw7DCmHXE2EcEUJpriosIT5oC7klKtDoAvhCaQKZzIE0I4EzjONB7XNSW0oxVfiKIoqNG+b4sQBu+4N1KrNpBpJ3NTZDzuqLrIEhZ2843Y/+3oNXWhqy40xYWqqE5dsaP/Og9GqqInjJ2msRHBsg1URUNX3bgUN5raVE8hRPyczvXRzmoMxs4lcPovajLHr/WZrtWZEELEx52zGZi24fwrnFB5qqKhoUXrrkXPq6OiUqM18q5vGwDXN4wkw/ahoETHtue05zXsMB+79rPXXUaG6eVzgX54VB8u1YNb9aKrLqf/4m2PjSE73icI0FTduYaKq8Wr1ti4a95GW1jOdU2YExTnHrHN+L2hAFr0Xo9df7vZfWoJC1XRcKteUHWqXSEO6OUc1ZwFOppQGBBKZ0goA7/qj/eJS3W3ed3+4dpIiVbLwHAGl4ULcEfvSV11x8uYthEfUyrOfdF8zDXv41ifxe85HBvemcPaP3YMOxztOxs7+m/zPlQUFTU6Mp25qOmeTkBR0KP32ZmI3aPO2BfNWpA4dzQ/16l/m8LAsMPxTWA3uw4edMWZfwV2/OiNIsw6zwFO6M66iF5mClPCA/ALb8KYUdFa9PsW7QgbXQdxC51bwxNJwtuuOSBWxsKZWyNWI2G7kYjViI2FR/Xj0Xx4ND8e1YeCGq2v7fTIKXOEEHZ0rDbN+wIbVdHR479hWov7HwRu1YdH86GrXuq0EDv04xxUSx2nDpBm+8m108kUyc5mJ+Ol9cgr6/S97NRPkG77uSV8OXobc3jsvnR+57QW90fz+04I0eI621gJ87xL9eDVkk47zmxhJ8x3trCj87irzfnkdNjRPrexif4aO/fFOcz3sXbssfZy45P3ntX+50p77TWp2e1k3L4kltsb8Cpe/IoPn+rHgwtNVTGxMbEwFQuTqP7LmaIdTyNKdJojNnWgoKALDU1T0XA2Z2/nKdOKGh0qChoqKirFajU7tOMIReAROleYQwgR4VP9MGV6U4KHZD2VNLIT6n++B1CK8FFHI/u0IuqVRtxCx42O49dwniJNXNiKhiIUVCIoGKgEnP4QAjtqGNvCQlF1R8OpqFiKYyw0GacKjQj26kcIKM4rLUUojLD6kE0qiqKgXeD3eV5cXG+M5e/ujVSpAZa4tnGlOTT6A0j8R1egIVABFzY2YSzCSogwASKKgYkdHxdqdHTErrfd5Cdpcf7Y8eM/+HHzosnMUKNHjI2nU00BEf+36WedqHmiRkvG6mMjsKL/2rTUl8bOoaGiRT3qluLcB1FzHw0VHQ2X0HCho8fX2epnGJECcOQGW7VjAAyycumr5rW6VNeOllXQUKIFFEXBrXm5zL6EA6KCaj1EyO/DK5JoxKSOIKbSeiD65v2qoOASNm5s3Fi4hFPv+P0evecdLxnN+lWJtsOKbk0952xep6+F49ONXS0TBVNRMNEwsKhU6ylRi6hUAsQupiLgEqs3l5kDSFK8cJrcKELYmMKIGtQa46yBvKdt5qi7lgFKX9wY6MJGJ4wW61ytqR9sDCzCznhQbE4xCRHN+4Km+S82NnRUVKGiCBDCQggL27ai0l83qqI7HkKt5Riz4/eEiI9Jxz+powsNl/OIFB/HsTo5Y9I5v7CjR1Edb7GBianExmjTPRersx49piZUbMXGjH4fuy8dE1SJ/qvG6+ESblz4UFGxsWlEECCCpYQwsTCwMBSTMCa79BM0KhFUoTDBHMRoqx9KOyewMVY/jmrllKt1LHPvYIDVy+kHoUb7Q4vWS43/biix4RhF0XRcehoe0uPX3MTGVCxCWARodHpGaepXYr9pIjZW1ej95o7+zxntEUyCikkEk4jiOIKca6Gj48HApEKto1w9QaVSj9HsHuxtZTDG6k8fO7NVp0RrXGYO5KBWSo3awBr3XrLtFNzouISOi5YPWwKRcN0d77QdN+ttBC40fMKDT7jx4cYtNCzAUJxZyVAEFmGc3rII2yEiIoyiaPFNKM5Y0ZuNERUVgYlFJD6uUcQp9SM67zaNz9Z+D9RmV0FBwY2GV7jxChde3LiFjoFJRDEJK46f2Y7OZwl2if7ZnBkXAmnsdjKDr7mSFQd/D9R3dlUYPmgos66ZTkpmGsIUXF5Szvsrl3Lo5BEA0i/rTfalo1G9jkwBVUEYFsIUCNNGmLbzts2x0kBRoosTYouXnLctbZVRNIXey2s5uamKA1oJB7SSDmu7z+Nl3IhLGT9+AunpaWDHFlYJ7Fi7RPT1m3C+U9SmNghEi6dpRVFAV1F0xVlApSkJ67qEENiWRY5p8uWT/Xnlr29STDVvajKQeUegqiqzbvs86UlpzsIKQPHpqD4d1asnGArCio7xiIXdaGKHTMasrmXz/u184N7aia347GSkplPQuzeXDbuUbH8mGDZKBFAVNK+O4tVRvZojT3KrKG6N2FOgsG1Eo0lOfYTNb5ykpKqMZW4ZPq+zyErP5AvX3EhuRo4jXdPU+NzqzMHROUlTUPTEOekrFcP47R+eo8yspUzt3jpVl+5iyJAhXDlpMr1794bo1A1EF89F53DndUF8Ho9/bwuu25zEu0ve6/Dfop7AlROndHYVWiBlDK3QkTKGqqoq1q5dy6FDh8jJycE0TcLhMKZp4nK5cLlcuN1uXC7n1YRlWdi2jW3bTa9FFCVuaNm2jWma8c2yLDRNS9iIZouxLAvLstB1nSlTpjBs2LAW9RNCsGfPHvbt28c111xzwfujtraWtWvXEgwGCYVChMNhQqEQQghcLhe6rqPrOprmvMqK9UXzPmm+xcrH9ikrKyM3NxdFUeL9N3ToUEaNGoXL1forrY7i0KFDvPvuuwSDwRbtUFU14Vp7PB68Xi8+nw+v14vL5WrRF6qqJlz3tmIGn3qu5udRFAXbtuNjJbadyqnjsKSkJKGfY204U30sy4qPXcMwsG074brruo5lWYTDYSKRCJFIBKOtFfenQVEUxo0bx8SJE8963xi1tbU899xzBAIBXC4XHo8nfq+2dr7mmxCCcDgcH9+xlNyapsWPoet6i+veHCEE9fX1pKSkJHzX/L6wLCt+7zSfSzIyMigsLKR///6kRGPqflZOnjzJ8uXLCYVCGIYRvzZ2KxEiYmMgdl+e2k5FUVrUmei81XyLtTHWXiB+zObz3anXonkZVVXj9Y1EIoTDYSzLSqiTEILq6mr8fj+WZcXHXOyax7bmx9V1HSFEizrHvotd49i8HttiY7/5GI/N482P3/y8breb7OxsJk2a9JnmsWPHjrFly5aE6xeJRFq04dQ5IDbmTp0fYtcxdg1bG8+nzluNjY14PJ6E+cjj8SRszceCYRioqkp+fj69e/emd+/e5OTktDtGelvYts3HH39MRUVF/D6NXZNTUVW1xZiK/RvbwuEwgUCAYDBIIBDANE1UVY1fP4/HEz9G8/vi1OPYth2/NoZhxI/T/PytOV6a3xOKonD8+HH69euX0E+nXotwOEwwGKShoYFgMBgfv81/ezRNa7Hf+PHjueKKKz5T/7cXqdn9DHSksQtgGAaLFi3ixhtv7HSDqycj+7ljuJj6OWZgfdYfVsuyHI33WRznYurnzkb2dfuJGb5CiFYNr9NxsfSzECL+AHM2/XO+ONd+jtW5K9Fee63HJpV45plnKCwsxOv1MnHiRDZs2NDZVZJIJD2MmLfls3I6z7tE0p2IeRFjXmtJS2JvF7pb/3Q1Q/ds6JGz62uvvca8efN44IEH+PTTT7n00kuZNWsWZR2UlUsikUgkEolE0jXokcbuk08+ydy5c5kzZw4jRozg2Wefxe/38/zzz3d21SQSiUQikUgkHUiPi8YQiUTYtGkT8+fPj3+mqirTp09n3bp1re4TWygSo67OibUaE4BfaGLn6IhzXczIfu4YZD93DLKfOw7Z1x2D7OeOoSf1c3vb0OMWqBUVFdGnTx/Wrl3L5MmT459///vfZ+XKlXz88cct9nnwwQd56KGHWnz+8ssv4/f7L3idJRKJRCKRSCRnR0NDA7fddptMKtEe5s+fz7x58+J/19XVUVBQwMyZMzssGsOSJUuYMWNGj16B2tnIfu4YZD93DLKfOw7Z1x2D7OeOoSf1c+xN/JnoccZudnY2mqZRWlqa8HlpaSl5eXmt7tM8dl9zYnEeO4qOPt/FiuznjkH2c8cg+7njkH3dMch+7hh6Qj+3t/49boGa2+1m/PjxLFu2LP6ZbdssW7YsQdYgkUgkEolEIun59DjPLsC8efO48847mTBhAldccQVPP/00wWCQOXPmdHbVJBKJRCKRSCQdSI80dr/61a9SXl7O/fffT0lJCWPHjuX9998nNze3s6smkUgkEolEIulAeqSxC3Dvvfdy7733ntO+sQAV7RU+f1YMw6ChoYG6urpur5/pysh+7hhkP3cMsp87DtnXHYPs546hJ/VzzE47U2CxHmvsfhbq6+sBKCgo6OyqSCQSiUQikUhOQ319PWlpaW1+3+Pi7J4PbNumqKiIlJSUDsldHQt1dvz48Q4JdXaxIvu5Y5D93DHIfu44ZF93DLKfO4ae1M9CCOrr6+nduzeq2nbMBenZbQVVVenbt2+Hnzc1NbXbD7zugOznjkH2c8cg+7njkH3dMch+7hh6Sj+fzqMbo8eFHpNIJBKJRCKRSGJIY1cikUgkEolE0mORxm4XwOPx8MADD7SaxU1y/pD93DHIfu4YZD93HLKvOwbZzx3DxdjPcoGaRCKRSCQSiaTHIj27EolEIpFIJJIeizR2JRKJRCKRSCQ9FmnsSiQSiUQikUh6LNLYlUgkEolEIpH0WKSxK5FIJBKJRCLpsUhjVyKRSCQSiUTSY5HGrkQikUgkEomkxyKNXYlEIpFIJBJJj0UauxKJRCKRSCSSHos0diUSiUQikUgkPRZp7EokEolEIpFIeizS2JVIJBKJRCKR9FiksSuRSCQSiUQi6bFIY1cikUgkEolE0mORxq5EIpFIJBKJpMcijV2JRCKRSCQSSY9FGrsSiUQikUgkkh6LNHYlEolEIpFIJD0WaexKJBKJRCKRSHos0tiVSCQSiUQikfRYpLErkUgkEolEIumxSGNXIpFIJBKJRNJjkcauRCKRSCQSiaTHIo1diUQikUgkEkmPRRq7EolEIpFIJJIeizR2JRKJRCKRSCQ9FmnsSiQSiUQikUh6LNLYlUgkEolEIpH0WKSxK5FIJBKJRCLpsUhjVyKRSCQSiUTSY5HGrkQikUgkEomkxyKNXYlEIpFIJBJJj0UauxKJRCKRSCSSHos0diUSiUQikUgkPRZp7EokEolEIpFIeizS2JVIJBKJRCKR9FiksSuRSCQSiUQi6bFIY1cikUgkEolE0mORxq5EIpFIJBKJpMcijV2JRCKRSCQSSY9FGrsSiUQikUgkkh6LNHYlEolEIpFIJD0WaexKJBKJRCKRSHos0tiVSCQSiUQikfRYpLErkUgkEolEIumxSGNXIpFIJBKJRNJjkcauRCKRSCQSiaTHIo1diUQikUgkEkmPRe/sCnRFbNumqKiIlJQUFEXp7OpIJBKJRCKRSE5BCEF9fT29e/dGVdv230pjtxWKioooKCjo7GpIJBKJRCKRSM7A8ePH6du3b5vfS2O3FVJSUiDaeampqRf8fIZh8MEHHzBz5kxcLtcFP9/FiuznjkH2c8cg+7njkH3dMch+7hh6Uj/X1dVRUFAQt9vaQhq7rRCTLqSmpnaYsev3+0lNTe32A68rI/u5Y5D93DHIfu44ZF93DLKfO4ae2M9nkpzKBWoSiUQikUgkkh6LNHYlEolEIpFIJD0WaexKJBKJRCKRSHosUrMrkUgkEomk22FZFoZhdHY1uh2GYaDrOqFQCMuyOrs6p0XTNHRd/8xhYLussfvYY48xf/587rvvPp5++mkAQqEQ3/ve93j11VcJh8PMmjWLX//61+Tm5sb3O3bsGN/+9rf58MMPSU5O5s477+TRRx9F17tsUyUSiUQikZwFgUCAEydOIITo7Kp0O4QQ5OXlcfz48W6RS8Dv95Ofn4/b7T7nY3RJC/CTTz7ht7/9LWPGjEn4/Lvf/S7vvvsub7zxBmlpadx777186Utf4qOPPoLoU97s2bPJy8tj7dq1FBcXc8cdd+ByuXjkkUc6qTUSiUQikUjOF5ZlceLECfx+Pzk5Od3CYOtK2LZNIBAgOTn5tIkYOhshBJFIhPLycg4fPsyQIUPOub5dztgNBALcfvvtPPfcc/zkJz+Jf15bW8sf/vAHXn75Za699loA/vjHPzJ8+HDWr1/PpEmT+OCDD9i1axdLly4lNzeXsWPH8uMf/5gf/OAHPPjgg5/pqUAikUgkEknnYxgGQghycnLw+XydXZ1uh23bRCIRvF5vlzZ2AXw+Hy6Xi6NHj8brfC50OWP3nnvuYfbs2UyfPj3B2N20aROGYTB9+vT4Z8OGDaNfv36sW7eOSZMmsW7dOkaPHp0ga5g1axbf/va32blzJ+PGjWv1nOFwmHA4HP+7rq4OojdUR+iBYueQ2qMLi+znjkH2c8cg+7njkH3dMbS3n2PGrhAC27Y7qHY9h5j0ozv1nxACwzDQNC3h8/bek13K2H311Vf59NNP+eSTT1p8V1JSgtvtJj09PeHz3NxcSkpK4mWaG7qx72PftcWjjz7KQw891OLzDz74AL/ff87tOVuWLFnSYee6mJH93DHIfj6PCMgp9RD22tSlJ07usp87DtnX5xER3VpxLJ6pn3VdJy8vj0AgQCQSuXB17OHU19d3dhXaRSQSobGxkVWrVmGaZsJ3DQ0N7TpGlzF2jx8/zn333ceSJUvO2U19rsyfP5958+bF/46ln5s5c2aHZVBbsmQJM2bM6DHZTLoisp87BtnP55/GbRXUrT8ALpWc741DTXLJfu5AZF+ff2oXHiC8q5r0O4fhLnBSvba3n0OhEMePHyc5ObnD7YWegBCC+vp6UlJSuoXeORQK4fP5mDp1aovrHXsTfya6jLG7adMmysrKuOyyy+KfWZbFqlWr+NWvfsXixYuJRCLU1NQkeHdLS0vJy8sDIC8vjw0bNiQct7S0NP5dW3g8HjweT4vPXS5Xh05sHX2+ixXZzx2D7OfzgzBtgstOOH8YNuGN5aRO7x//XvZzxyH7+vxgVoUIbakAAXWvHyD3vstQfU3myJn62bIsFEVBVdUurzntisSkC7E+7OqoqoqiKK2Oi/bej12mlddddx3bt29ny5Yt8W3ChAncfvvt8f+7XC6WLVsW32fv3r0cO3aMyZMnAzB58mS2b99OWVlZvMySJUtITU1lxIgRndIuiUQi+SwE1hdjVYVAczwwgXXFCKNrx8aUSE5H8JMSR8IAWDVhqv+676IIIXbXXXehKAqPPfZYwudvv/123MO6YsUKFEWhpqYm/v3rr7/O2LFj8fv99O/fn5/97GcJ+y9cuJAZM2aQk5NDamoqkydPZvHixS3O/8wzz1BYWIjf72f69OktnIPTpk1DUZSE7e67725X244cOdJi39i2fv16AIqLi7ntttu45JJLUFWV73znO2fRe5+NLmPspqSkMGrUqIQtKSmJrKwsRo0aRVpaGv/6r//KvHnz+PDDD9m0aRNz5sxh8uTJTJo0CYCZM2cyYsQIvvGNb7B161YWL17Mj370I+65555WPbcSiUTSlbEbTeqXHwMg/fOD0NI92EGD4KdlZ9xXIumKCMsmuNFZQ5N8dV9QFRp3VBL8uO11NT0Jr9fLggULqK6ublf59957j9tvv527776bHTt28Otf/5qnnnqKX/3qV/Eyq1atYsaMGSxatIhNmzZxzTXXcPPNN7N58+Z4mddee4158+bxwAMPsHHjRkaNGsUNN9yQ4BwEmDt3LsXFxfHtpz/96Vm1b+nSpQn7FxcXM378eIgGA8jJyeFHP/oRl1566Vkd97PSZWQM7eGpp55CVVVuvfXWhKQSMTRN4x//+Aff/va3mTx5MklJSdx55508/PDDnVpviUQiORfqVxzHbjDRc/0kTchDGDa1/zhEYPVJ3GOzOrt6EslZE9pdhV1voCa7SJvRHy3JRe2iw9T84yCZfc4tjJgQgsZOetvhc2lnpXudPn06Bw4c4NFHH22XIfnnP/+ZW265Je5hHThwIPPnz2fBggXcc889KIoST7wV45FHHuFvf/sb77zzTjwK1ZNPPsncuXOZM2cOtm3z5JNPsmTJEp5//nl++MMfxvf1+/2nlX2eiaysrDb3Lyws5Oc//zkAzz///Dmf41zo0sbuihUrEv72er0888wzPPPMM23u079/fxYtWtQBtZNIJJILh1kTov6jkwCkXV+IoikkXZ5L3dJjmBWNhPe2zzMkkXQlAhscD27ShFwUXSX5qj6ED9YQ2ltN7Wv7UQee/TEbDYsR97d8bd8R7Hp4Fn53+00pTdN45JFHuO222/jP//xP+vbte9ry4XC4RVQon8/HiRMnOHr0KIWFhS32sW2b+vp6MjMzIRrNYNOmTcyfPz9eRlVVrrvuOtatW5ew71/+8hdeeukl8vLyuPnmm/nf//3fDo1KdaHoMjIGiUQikTRR98FRMAXuAWl4hzk/WqpHJ3mS4zVp+Ki4k2sokZwdZlWI8H7nIS3pcmccK6pCxpcvQU11Y1WE6HO0+xtWZ+KLX/wiY8eO5YEHHjhj2VmzZrFw4UKWLVuGbdvs27ePJ554AqIa2NZ4/PHHCQQCfOUrXwGgoqICy7JaDc3aPCzrbbfdxksvvcSHH37I/Pnz+fOf/8zXv/71s2rblClTSE5OTti6Al3asyuRnCtCCMyKRvRsX7cIrSKRNCdSFKBhs6OlS79xQMIYTp7Sh/rVJzGO1pOUop3mKBJJ1yK4wVmY5hmSjp7VJFnQkt1kfvkSKv6wg+wyD3aDCWntj3rhc2nsenjWBar1mc99LixYsIBrr72W//qv/zptublz53Lw4EFuuukmDMMgNTWV++67jwcffLDVSAovv/wyDz30EH/729/o1avXWdXpW9/6Vvz/o0ePJj8/n+uuu46DBw8yaNCgdh3jtddeY/jw4Wd13o5AenYlPZLafxyi9IlN1C8/3tlVkUjOmvoVx0GAb0x2PAZpDC3VjX+s8yOWWyRTpUq6BwkL0ybmt/jeMzgdPc+PKhRCW8vP6tiKouB3652ynaszZerUqcyaNStBWtBW2xYsWEAgEODo0aOUlJRwxRVXQFS/25xXX32Vb37zm7z++usJ2Wazs7PRNC0eijVG89CtrTFx4kQADhw40O52FRQUMHjw4IStKyCNXUmPI7i5jMBHRQDUrzyBFZQpPiXdB2HahPY4r3pTPte6ni9lah8A0qtcmJWhDq2fRHIuNO6qxA4YqCkuvMMzW3yvKAq+y52HuIZPyi6KUGSPPfYY77zzTgvdbGtomkafPn1wu9288sorTJ48mZycnPj3r7zyCnPmzOGVV15h9uzZCfu63W7Gjx+fELrVtm2WL18eD93aGlu2bAEgP7/lw0l3Q8oYJD2KSFGAmoX7AVBcKiJiEVh9grTrB3R21SSSdhE+VIuIWKgpLlx9Wte7uXKTcA9JJ7K/hsaNpfhuSmm1nETSVYiFFkuakIeite5n847Jpubdw1DeSORoHZ7CtA6uZccyevRobr/9dn7xi1+0WaaiooI333yTadOmEQqF+OMf/8gbb7zBypUr42Vefvll7rzzTn7+858zceLEuA7X5/ORlub04bx587jzzjuZMGECEyZM4Gc/+xnBYJA5c+YAcPDgQV5++WVuvPFGsrKy2LZtG9/97neZOnUqY8aMaXebKisrE3TAAOnp6fHMZzEDOhAIUF5ezpYtW3C73Rc8F4L07Ep6DHaDQeVLuxGGjeeSDDK/OhSAwNoirIDMny7pHjTurgTANywLRW37FalvguMFC22pQFg93wsm6b6YlY2ED9SAAklXtP3aXPXqVGc5c3Vww8URd/fhhx+OZzRrixdffJEJEyZw5ZVXsnPnTlasWBGXMgD87ne/wzRN7rnnHvLz8+PbfffdFy/z1a9+lccff5z777+fyy67jB07drBo0aL4ojW3283SpUuZOXMmw4YN43vf+x633nor77zzzlm1Z/r06Ql1yM/P5+23345/P27cOMaNG8emTZt4+eWXGTduHDfeeONZneNckJ5dSY9A2IKq1/ZiVYXQMr1k/fNQFJ+Oq08yxskA9atOkjTj9CFeJJLORghBaHcVQKuvepvjGZqOodu4Agah/dX4hp2+vETSWTTucB7gPIPT0TO8py1bnhsiu9xDw7YK0m8aiOrvOemZX3jhhRafFRYWEg6H439PmzYtQcKRnZ19RpnDqWFa2+Lee+/l3nvvxbZt6urqSE1NjX9XUFCQ4C0+WwoLC9slPekseYr07Ep6BHXLjhHaWw26StbXh6P6XSiKQuqM/gAE1xVhB6R2V9K1MUsbsGrCoKt4BqeftqyiqVTlOF6whk2lpy0rkXQmob3OA1x7Hsgaki30XD+YdjwiiUTyWZHGrqTbY9aE4ilVM740GHfvJp2jd2gGroIUhGETXFPUibWUSM5M4y7HA+YdnI7qPnNIo8qccHw/uRBT0hWxwybho3UAeIa24+2DQnyhWmBDyUWxUK07cPfdd7eInxvbYtndujJSxiDp9jRsLAUB7gFpJF2WGDRbURRSp/ej8o87adhQij5GxtyVdF3aK2GI0Zhkoef7MYsbaNxaTvKU3he4hhLJ2RE+UAuWQMvy4spuX6g876XZBBYfwyxtIHKsHk//1HbsJbmQPPzww23GBG4uh+iqSGNX0q0RtiC40XmFm9zGwgfvJRm4+6UQOVZPnoxLKumiWPURIifqAfC109gF8I3Lob74KMFNpdLYlXQ5QvuiD3CXZLR7H9Wr4xuTQ8OmUoIbSqSx2wXo1avXWSep6EpIGYOkWxM+UINVE0bx6vhGZbVaxvHuOtrdnBIPtnzdK+mChPZUgQBXn2S0VE+79/OOyQZNwTgZwCgJXtA6SiRngxDCWUsBeNsjYWhG0kTHedG4rRy70bwg9ZNcPEhjV9KtCX7ihKfxj8tBOU3aRs+QdPQ+SahCoXGjXPQg6Xo0RiUMZ+PVBVCTXHijC39ibzkkkq6AWRZbcKngGXh2MXPdBSnouX6EYce17BLJuSKNXUm3xQpE4pNg0uVtx24klk5yklOmYUMpwjp9XEOJpCMRhk14f9QDNrz1NxSnI2m8o1Vv2FImx7akyxDz6noGpLVrwWVzFEXBN8K5F2L3hkRyrkhjV9JtadhcBpbA1Tc5IQJDW3hHZWG4bOy6CI07padA0nUIHapBGDZaqhtX76RWy5Qc3E9tWeueW+/QDNRkF3bAiBsYEklnE9p3bhKGGN4hTvi90P4ahC2jMkjOHWnsSrolQoi4hOFMXt0Yiq5S3ssJ1RRYK8OQSboOzaMwKErLiCFlRw7x8v98j9ce+iG2bbX4XtFU/GOdxSNBGXNX0gWwwxbhw7UQfRg7lfrKCo5u33La0GLufqkobg07aGAUSz265NyRxq6kWxI5Vo9Z1ojiUvFfmtPu/SryQqAqRI7UETkZuKB1lEjag5M1LRpftw0Jw6eL/o4QNvUV5Rzfub3VMkkTHClDaE8VdrilQSyRdCThgzVOyLFML3orIcfeefJR3vzJj9jx4ZI2j6HoKp5BjtY3JKUMks+ANHYl3ZJY3nTfmBxUb/sj6BlugWek80pNenclXQGjpAGrNoLiUvEOapk1raG2hj0fNaUD3fPRqlaPo+f60TI8YAnH0JBIOpG4hOGSjBZvK+qrKig+sBeAFX/6PfWVFW0eJxayLLyv+xu7d911F4qi8NhjjyV8/vbbb8f7aMWKFSiKQk1N0z38+uuvM3bsWPx+P/379+dnP/tZwv4LFy5kxowZ5OTkkJqayuTJk1m8eHGL8z/zzDMUFhbi9/uZPn06GzZsSPh+2rRpKIqSsLU3YcSRI0da7Bvb1q9ff1b1vBBIY1fS7bBDJo3bygFIujz3jOVPJb5QbWsZViBy3usnkZwNMcPUPSANxdVySt62bDGWaeJNTgFg/4aPsMyW4fMURYlrI0M9wDCQdF+ckGNtx9c9vHlj/P+RxgaWPPerNuUMniFRY/doHXak+7+x8Hq9LFiwgOrq9t2j7733Hrfffjt33303O3bs4Ne//jVPPfUUv/rVr+JlVq1axYwZM1i0aBGbNm3immuu4eabb2bz5s3xMq+99hrz5s3jgQceYOPGjYwaNYobbriBsrLE6ERz586luLg4vv30pz89q/YtXbo0Yf/i4mLGjx/f7npeKKSxK+l2NGwtRxg2eo4P9zkEG3cVJOPqkwymIPiJ1DdKOpeYsesd1DI0k2WabP3gXQCm3fFNkjIyCQeDHNn6aavHimkjQ3uqZJpVSadhVjRiVYdBU/AMbvm2ImbsDrvyajRd5/Dmjexe/WGrx9KzvE1vLA7Vtn5CISAS7JztLO+z6dOnk5eXx6OPPtqu8n/+85+55ZZbuPvuuxk4cCCzZ89m/vz5LFiwIH6PP/3003z/+9/n8ssvZ8iQITzyyCMMGTKEd955J36cJ598krlz5zJnzhxGjBjBk08+id/v5/nnn084n9/vJy8vL76dbXa0rKyshP3z8vJwuVztrueFQmZQk3Q74l7dCbmtLuY5E4qikDylN9Vv7CO4voiUqX1RNJlGWNLxCFvEF/F4BrY0Cg58so5AdRX+tHSGTplK2ZFDfLrob+z5aBX9xlzWorxnUDroClZNGLO8EVcvf4e0QyJpzulCjpmGwdFtWwCYcNMXyS7oz5pX/8SHL/yO3sNGtjiWoih4L8kg+HEJ4X3V+Ia1EtnBaIBHOil74P8rAnfrEVRaQ9M0HnnkEW677Tb+8z//k759+562fDgcxu9PvI99Ph8nTpzg6NGjFBYWttjHtm3q6+vJzHT6KhKJsGnTJubPnx8vo6oq1113HevWrUvY9y9/+QsvvfQSeXl53Hzzzfzv//5vi/OfL06t54VEenYl3QoraMSNA9+o7HM+jv/SHNRkF1ZthMadbevFJJILiVEUQIQsFI+Gq5XweZ++53g8xky/nr9tK8UeMBaAAxvXY4RCLcqrbg3PgOiCnj1VF7z+EklrxCUMrURhOLF7B0Y4RFJ6Br0KBzLh5i/Ra8AgQsEAH77wu1bfSHijUoaeskjti1/8ImPHjuWBBx44Y9lZs2axcOFCli1bhm3b7Nu3jyeeeAKA4uLiVvd5/PHHCQQCfOUrXwGgoqICy7LIzU2U/eXm5lJSUhL/+7bbbuOll17iww8/ZP78+fz5z3/m61//+lm1bcqUKSQnJydsbXFqPS8k0rMr6VaEdlWCDa78JPSslit824uiqyRdnkf9h8dp2FKOf0z7IzpIJOeL2GtZz4C0Fm8XSg8doGjvLlRNo6LPeL73xlaSXCr35eRSX17K4S0bWz2md2gm4f01hPZVkzL19F4jieR8Y0eahRw7jV63Lnsw055YyR/unMD13/4OL83/Doc2fUyut6WX1DMoHVQwyxsxq0Nw6tTv8jse1s7AdW5ezwULFnDttdfyX//1X6ctN3fuXA4ePMhNN92EYRikpqZy33338eCDD6KqLf2VL7/8Mg899BB/+9vf6NWr11nV6Vvf+lb8/6NHjyY/P5/rrruOgwcPMmjQoHYd47XXXmP48OFnLPdZ6nkuSM+upFvRuMPxwn4Wr24M32jnGOH91T1i4YOk+xHT63pa0etuft/x6g6aeCU/W+N4cIKGTUPfMQDsW7e61WPGvGnhw7XYYfOC1V0iaY3woVowBVq6B70VGc3hzZ8AsKQ+k6OVDfznK1tI7dOPiV90vHtV2ze18O6qPh13gaMdbdW7qyiOlKAztnOQ0gFMnTqVWbNmJUgLWkNRFBYsWEAgEODo0aOUlJRwxRVXADBw4MCEsq+++irf/OY3ef3115k+fXr88+zsbDRNo7Q0cY1KaWkpeXltx6mfOHEiAAcOHGh3uwoKChg8eHDCdipt1fNCIo1dSbfBDpmEDjjGgW/U2adUPRVXfhJausdJ1XpAhmqSdCzCEoSP1EErel0n3NhKAI7lXcaJ6kZcUc/vOwHnVeSRrZ9iRcItjqtn+9CyvM6CngNtLOiRSC4QzSUMp66pqC4+SXVxEULVOOJ13jrsKq7j8cV7GT/7i2guF0ZdLZUnjrU4biybWnh/z5mrH3vsMd55550WutnW0DSNPn364Ha7eeWVV5g8eTI5OU1vJF955RXmzJnDK6+8wuzZsxP2dbvdjB8/nmXLlsU/s22b5cuXM3ny5DbPuWWLo63Oz88/xxa25HT1vJB0KWP3N7/5DWPGjCE1NTUeg+29996Lf9+eGHDHjh1j9uzZ+P1+evXqxX//939jmtK70RMI7akCS6Dn+HDlnn5BQCTUyM6Vy4iEGtss0zz3ukwfLOloIifrEWELxafjyk8cz9uXf4BlmmQNGMxvdjrz1//dMpreaV4OminoWfnYpknw+JEWx40t6KGZ4SGRdBRN8XVbLjqKSRhKvPkYqpvbJ/YD4LnVh/nkZAP9Rkc16RvWttjXExvTPSh18OjRo7n99tv5xS9+0WaZiooKnn32Wfbs2cOWLVu47777eOONN3j66afjZV5++WXuuOMOnnjiCSZOnEhJSQklJSXU1jY97M6bN4/nnnuOF198kd27dzNv3jyCwSBz5swB4ODBg/z4xz9m06ZNHDlyhL///e/ccccdTJ06lTFjxrS7TZWVlfHzx7ZQdH1Be+p5oehSxm7fvn157LHH2LRpExs3buTaa6/lC1/4Ajt37oyXOV0MOMuymD17NpFIhLVr1/Liiy/ywgsvcP/993dSiyTnk/ZKGIQQLPrlE7z/66dY9ZcXTlvWO9IxdkN7KnvMBCrpHiToddVED9iBTxxPz5GsMQQjFpf2TeOfxvflX64aAMBOn6Ofqz96sNVje6Mr1kN7q2UIMkmHYVQ0YlWGoiHHWkpzDkWN3YPeAvpn+fnxF0bFDd55r28h/1Ln9fz+j1sau+4+KSheHREyMUp6Turghx9+GNu2T1vmxRdfZMKECVx55ZXs3LmTFStWxKUMAL/73e8wTZN77rmH/Pz8+HbffffFy3z1q1/l8ccf5/777+eyyy5jx44dLFq0KL5oze12s3TpUmbOnMmwYcP43ve+x6233nrWYcGmT5+eUIf8/HzefvvtdtfzQtGlFqjdfPPNCX//3//9H7/5zW9Yv349I0c6IUliMeBa44MPPmDXrl0sXbqU3Nxcxo4dy49//GN+8IMf8OCDD+J2uzukHZLzjx2x4uFszmTs7l27ioMbnYwtu1cv5+rb5+Dyelst6ylMQ/Hp2EGTyNG6+Ep2ieRC05ZeNxJqpPSwY8T+tcwPGtx/8whUVeGfr+jHz5ftZ73Rj6FAY2kRDbU1pGUnLrD0DkwDXcWqDWOWNZzxTYhEcj6IvUnwFKaiehLNi0iokRO7nFTXR3z9+c8phaiqwo9mj2D9oUoOlgf54/EUhqoq1UUnqDxxjKy+/eL7K5qCd0g6jdsriByphfP3Zr3DeOGFls6XwsJCwuEmOdK0adMSHlCzs7PPKHNYsWLFab+Pce+993Lvvfdi2zZ1dXUJMXQLCgpYuXJlO1vSksLCwjM+WLe3nheCLmXsNseyLN544w2CwWCCpuR0MeDWrVvH6NGjE8JrzJo1i29/+9vs3LmTcePGtXqucDicMNjq6hwdnWEYGEbLTEXnm9g5OuJc3ZXQ7iqEYaOmuyHH3WZfNdTVsuyPvwVAUVQijY3sWrOCEVdf12Y/ey5JJ7S1guCOctS+Mi7pZ0WO5zMjTDuu19X6JSf01fHdOxG2TdiTSr2WwuxReYzpnYJhGHhUuP2KAp5dZVKfnE9KoJi96z9i3KyW2jf3gFQi+2sI7qogKVM+6H8W5JhuH417HDmYa3Bai746vOVTLNOkVk/FSM7mlkvzMAwDXYEn/mk0X/7dx3xwsJ7CjL54Ko+x+6NVTPzSVxOOoQ9Mge0VhI7UIfI82LZ9Rq+opCUxo1QI0S36z7ZthBAYhoGmJcZtbu892eWM3e3btzN58mRCoRDJycm89dZbjBgxAqIx4Pr370/v3r3Ztm0bP/jBD9i7dy8LFy4EoKSkpNU4crHv2uLRRx/loYceavH5Bx98cMGCKbfGkiVLOuxc3Y3C/Ulk4aHYV8cnzXTcp1KyZhmh+joiSZl86hrEpJpPWPPW6xwJNj3MnNrP6Y0uBpFC1cYTrLZ2gswvcV6Q47ltkup0hhmpGLrNkk0rEsZc5bZNABzWc9EVwQT3CRYtOhH/vncENEVjm6s/V1LMpqXvU2y1HLQ5hod+JFG07iD767Z0TMN6OHJMt41iwdgDGagofFyyndCixDFXtsGJHnLE34/xWQarln2Q8P2NfRX+dlTjE30QV3GMzcsWU+lNSSjjDqmMJp1ISYDGRptAIEAkIlO+nyv19fXtLvvd736XN954o9XvvvzlL/PUU0+dx5olEolEaGxsZNWqVS3WYDU0NLTrGF3O2B06dChbtmyhtraWN998kzvvvJOVK1cyYsSI8xIDrjXmz5/PvHnz4n/X1dVRUFDAzJkzzzpV3rlgGAZLlixhxowZ8bR6kiaEaVP+6SYEFsNmj2dM/5RWyx38ZD0Hjh0CReXt9GupV5O4omYjoYoyJo4ZRWpufqv9bIctyh/biDesMXPCNPRc6d39LMjxfGYCK04Q3HmC5KHZ3Dh7SsJ3C7esoxoo8ubzzc8N5OszhrTYfzs7Wbquhiur1xMqK+a6adPwnPJgblaGqHx6C6kBN9dfOxPV2+Wm+26DHNNnJryvmpoNe1FT3Vxz68yESAxCCJ5b9FcAjvr78/w/T6VfZuJ4nW7arHl8FbusAVylriJSW82ksWPI7N034TgVhzaj2gZel4fk5GS8bUjUJG0jhKC+vp6UlJR2ZyF99NFH2wyTFgsqcKEIhUL4fD6mTp3a4nrH3sSfiS43+7nd7nhctvHjx/PJJ5/w85//nN/+9rctyjaPATdo0CDy8vLYsGFDQplYXLnTxZLzeDx4PJ4Wn7tcrg6d2Dr6fN2FxkNViLCFmuLCPzCjxWIegMZAPSte/B0A27Muo9Sdg6LAYX8hgxoOs3vVcq667S5orZ9dLryDMwjtqcLYV4uvr9Ttng/keG4b84jjUfENzkjoI8s0KD6wD6LG7tcnF7bah/929WDe2HiCGj2NdLOWot3buWTSVQllXHku9GwfZkUj9tEgnvMQm/piR47ptgkejI7pYZkt1seUHz1MqKYKQ9EZOnYsg3JbzrEuF3xlfB9+s+owtRmFpFUe5PDGj8m9dUBCOe/AdCIHysEUqKraamIFyemJSRcURWl3/+Xl5Z3WjrqQqKqKoiit3n/tvR+7/CixbTtBT9ucU2PATZ48me3bt1NWVhYvs2TJElJTU+NSCEn3I7TD0YH5Rma3augCrPzT7wnWVBP0ZbI6aRxj+qbx8OdHsjPFyeSyc9VyzNO87oqHINslQ5BJLizCtAkfdQwDz8DEH/3SQwexIhEaVS+9+/enb0aT96vh00+JHHFCjQ3ulcx1w3txyF8IwMGNH7d6rngIMhlHWnKBaQo51jJr2r6tzm91kTefOVMvafMYX5nQFwXBJ0qBs9/6NS3KxO4ZYXZ9ramk69CljN358+ezatUqjhw5wvbt25k/fz4rVqzg9ttvb1cMuJkzZzJixAi+8Y1vsHXrVhYvXsyPfvQj7rnnnlY9t5Kuj7AFjbuiIcdGtp5Ioq68jJ0rlyFQWJR+NWkpfn7z9fH88xX9sPtcQr2WTDhQ36ZBAOAdngkKGCcCWLWtP1xJJOeDyLE6MG3UZFeLDFMn9zhhFou9ecwc2bTcPLByJUdvu52jd81BRDVr/3x5Xw5Hjd1DmzdiWy2zAHoGRQPxH5TGruTCYVY2YlY0gqrgGZze4vutm7YBYGT3Z9JAJyxeyU/+j/3XXotx8mS8XN8MH8PTBYf8AxCKSvmxI1QVnUw4VtzYtWwZLlLSbrqUsVtWVsYdd9zB0KFDue666/jkk09YvHgxM2bMaFcMOE3T+Mc//oGmaUyePJmvf/3r3HHHHTz88MOd2i7JuWOcDGAHTRSv1sILFmN/NAD5SW8+Zb48fnXbOJI+XMyhKVP4n5RydqUMA2D7hx+0uj+AluLG3c/RHDXult5dyYUjdDAaX3dgWgu93NFdOyDqAZs50llca9XXU3z/AwCYJSU0fOKkW71qUBYNKbk0qh5CgXqK9u5ucS7PwDRQwCxvlA9xkgtGLCykpzC1VW147TEn3ezwMaNQFIXGnTupfuklzKJiqv7yckLZK3MFYc1Lsd/R6u7/+KOE77VML2qyCwQIQ6Z5l7SPLqXZ/cMf/tDmd+2NAde/f38WLVp0nmsm6SxiedA9g9JRtNafzXaudVb5HvQPZP4NwxnXUMLR++9HGAaXrPwbtaO+hqjZSNHuHfQfPLLNc/lGZBI5WkfjriqSJ/W+QC2SXOxEDkeN3UGJHjBh25zY7Xh2zV6FDMtzFmKWLliA2Synfd1775M0eTK6pjKhl8LR4v4MC+zjwKaP6TtiVMIxVZ+Oq08yxokAoUO1JI3r1QEtlFxsxOPrtiJhqKqoxN1QjQCuvnICAOU//3n8+9q33iLnO/ehRnW+IzIE+WledtcPoHfwGPvWf8TEL34lXl5RFNx9U4AwdkRKGSTto0t5diWSUwlHtYbeVl6NAQSqKik/sBcAz+BLmTMqg5P33YeIxt4Lb93K3ePzOeZzNGBVB/a0eS5vVLcbPliDHZYppiXnH2HahI9F9bqnJDCpPHEMK9SAoehcMX4MiqIQWL2G2jf/CopC9j33AFD/wQdxKcPEXnZct7tvw7pWg7rHpQxStyu5AAjDjmcD9A5tmSJ45UdOKL06byZjBubS8OmnBFetBk1Dy8jAqq4msGxZvLyqOAvVHCmDQtmRg9SUFCcc01WQ7Jw7Ij27kvYhjV1Jl8WOWISPOmFFPENaegwA9m9wMssUe3K59crhFP3wBxhFRbj69cN32WUATDmyidJ8J6FIzYF9WGbrhqwrx4+e5QVLxCdvieR8EikKOHpdv46e40v47lhUwlDiyWXmqN5YgQDF0VTnGV//OtnfvhstMxOrpobgekd/3ssHWZeMwkKlvqyEqqITLc7pbabblamDJeeb8OFahGGjpbpx5bUM27hzi6PX9eYPBKD8qacBSP/Sl8j42j8DUP366wn7fHl8HwyXn5MeR7d+ZNvmhO/dBY7kTJhStytpH9LYlXRZwodrwRJo6R7HCG2FjSud9IPHUwczdcM/CK5ajeLx0PcXPyf9y18GIPDuu9z6hRk0qF40o5GDWze3eiwgvrgivF96wSTnn8hh5+HNXdhSr7ttk7NivTq1L+P7Z1D2s8cxi4txFRTQ67vfQdF1UmbOAKDu/abEKl+8YiAnfH2gjagM7sJU0BSsmjBWVeiCtk9y8RFzDHgGp7cY00II6o85qa8HjxpBcO1aGj75BMXlIvvfv036rbeCotCwbj2RY8fi++WmepkxPJcTXmdcH4+mGY6hp3ucyDyie3l377rrLhRF4bHHHkv4/O2334733YoVK1AUhZqapt+g119/nbFjx+L3++nfvz8/+9nPEvZfuHAhM2bMICcnh9TUVCZPnszixYtbnP+ZZ56hsLAQv9/P9OnTW4RqnTZtGoqiJGx33313u9p25MiRFvvGtvXr1wOwZs0arrzySrKysvD5fAwbNuyCJqNojjR2JV2WmMHZ2iQK0FBbQ+0hR8IwpVcGtb/5NQB5DzyAd9gwUmZMR3G7iRw8yOzkBoqynIVqKxa1nARieAbLUE2SC0f4SNQwKEwMwC6EoPyAs8Cs77CRhDd8TM1rrwGQ/5OfoEYTRqRefwMA9UuWxqU6N4zM5WSK4zXbujZxMQ+A6tZwFzj635CMyiA5z4QPNy24PJXdRbWkB53spVMmX0b5045WN/1r/4wrPx9Xnz4kXeXEh655482EfW+f1I+TXmftxPFd2xPeSiiKArpjvtjdyNgF8Hq9LFiwgOrq6naVf++997j99tu5++672bFjB7/+9a956qmn+NWvfhUvs2rVKmbMmMGiRYvYtGkT11xzDTfffDObNzc5dl577TXmzZvHAw88wMaNGxk1ahQ33HBDQqhWgLlz51JcXBzffvrTn55V+5YuXZqwf3FxMePHjwcgKSmJe++9l1WrVrF7925+9KMf8aMf/Yjf/e53Z3WOc0Eau5IuS/hANG5jGxKGbR+tQUFQ7s5mxqI/gRCkf/nLpH/piwBoyckkX3MNAIH3FjHyc87/g/u3Em4ItnpM76Do6vWyBqw6uXpdcv4QtiASk+WcotetLStFbajFQuXqqyZQ8ayTRCfjtq+RNPEKhBDsWHWSyuSBaNnZ2LW1NES9JUkenSGXX+Ec58gBGupaSnCaQpBJeY7k/GFHLCInWtegAyxbvx23MLA0NymHDhPavh3F5yO7WTbU9K84b+Bq3nor/gAHcOWgbDy9CzEVjcbaGqqLE0OQKVFjV4S7l7E7ffp08vLyePTRR9tV/s9//jO33HILd999NwMHDmT27NnMnz+fBQsWxB8Ann76ab7//e9z+eWXM2TIEB555BGGDBmSEK3qySefZO7cucyZM4cRI0bw5JNP4vf7ef755xPO5/f74wkk8vLyzjozWlZWVsL+eXl58cQP48aN42tf+xojR46ksLCQr3/968yaNYvVq1ef1TnOBWnsSrokVn0Eo8TJed1a3EaAjz90JAw+dxpKTTV6fj65P/qfhDKpN80GoO7dRXxl5hVUu9LRbJPF7y5t9Ziq34Wrj7P4QXp3JecTs7wBu8FEcam4eiclfLdh/UYAKr05XNk7iYaNzt+Z//IvAOzbUMrKl/fy3m934pl+IwCBxU2h9P5p6mjK3NkoCHZvWN/i3FK3K7kQRI7VOVKzNDdaZkup2a6oXteXX0jlLx1PZOY3voGenc3ej0v44A870S6bgpadjVVRQbBZxCVVVZgxui8lHicE34mopj2Gojtv+0TEwrZsGoyGTtnO9n7SNI1HHnmEX/7yl5w40VJjfyrhcLhFilyfz8eJEyc4evRoq/vYtk19fT2Zmc6CwUgkwqZNm5g+fXqz/lW57rrrWLduXcK+f/nLX8jOzmbUqFHMnz+fhoaGs2rf2bB582bWrl3L1VdffcHOEaNLhR6TSGLEVo67eiehJbVMB9hQX0fk+D5U4MqQ461Km30j6inJQ5KnTkVNScEsKcG7ZwcNuUPIOPEJW1cs4/Nf/kKr5/YOzsA4ESC8v4aky3IvSPskFx/hmF63X0qLMHrbo3pdV+9BGB+tBsvCM3Qo7r59iYRM1i104pSahk1Rn6mk8yeCy5ejXHE5AOP7Z/Bc9hB6FVXw8YrVjJ8+K+H47n4pKC4VO2BgljXgyk00tiWScyE+pge01KBXBsKEiw8DMDA9lfC+fagpKWT9679gGharX9tHuMGk4ng9V33+KwSf/zV1b74Jn/98/BjTLsnh5958+oaKOL5rO2OmXx//TtFUx10noCEUZPKbUzqs3c35+LaP8btaLsw7HV/84hcZO3YsDzzwwGlDrgLMmjWL7373u9x1111cc801HDhwgCeeeAKA4uJiCgsLW+zz+OOPEwgE+MpXnJBtFRUVWJZFbm7i71lubi579+6N/33bbbfRv39/evfuzbZt2/jBD37A3r17WbhwYbvbNmXKlBYpiAOBQMLfffv2pby8HNM0efDBB/nmN7/Z7uOfK9KzK+mSxLyqbUVh+PCDD1GFTbUrgz7bHV1S6uzZLcqpHg8ps2YCUP/uIoYMd7SNvopD7D14vNVjxzzJoQPSCyY5f0Siel13YcvXvYFj+wAYOvZSAsuWA5By3bUAbP7gGMHaCFr0te3u/TZKr3zs+nr8+/dDVMM4eorzYx84tBOz2etgoq983VGdsHxjITlfxBentSJhWLG3nLyQEx+6V1SfmnbzzWhpaRzdXkm4wYmKU13SwJq6cURcyTSsXYdeVRU/xvjCDCpSnLCRh7dvazEfqy4tWpHuJWUAWLBgAS+++CK7d7dMBtOcuXPncu+993LTTTfhdruZNGkS//zPThSLU41KgJdffpmHHnqI119/nV69zi6u9re+9S1mzZrF6NGjuf322/nTn/7EW2+9xcGDB9t9jNdee40tW7YkbKeyevVqNm7cyLPPPsvTTz/NK6+8clb1PBekZ1fS5RBCEI4mk2grvu7W1avwAL2SMyASwT1wIJ5hw1otm3bTTdS++VcCH3xA7x+MZXN6ASk1x3n7r//gB9//dovynv6pjhesPiK9YJLzRvhIVK97yuK0/UdLSG50fuCnTx5L7QIn3FjydddRV9HI5g+cVerX3TWctX89QKA6TPWVXyP9rSdJ2botfpxbp0/k9wt9+K1Gdm/ZxujLxyecxzMonfD+GsIHa0m5ss8Fb6+kZyMMm8jx6JhuZXHah9uPUmhE5/HNzjiNraHYs95ZtDbk8lyK9lVTXRFh6+Qfcum6R0n7ZCN8/evOcXWNgSNGYh3/O+G6ampKi8nIa0r4o7hVaAS36eLj29pOB38h8em+dpRqydSpU5k1axbz58/nrrvuarOcoigsWLCARx55hJKSEnJyclgWjUs8cODAhLKvvvoq3/zmN3njjTcSJAvZ2dlomkZps+Q0AKWlpeTl5bV57okTJwJw4MABBg0a1K52FRQUMHjw4NOWGTBgAACjR4+mtLSUBx98kK997WvtOv65Ij27ki6HWd6IVRcBXWlhGABUVteilzgercvrHCMhdfaNrUZsAPBffjl6Tg52XR1J+/ZxyZSpANTtWE9DpGXMXcXVzAsmQ5BJzgNmTQirJgwq8bTUMVZ95KT/bfRnk3xwH6KhAT0/H++IEaxdeBDLtOkzNJ3B43sx5lrHy3VQDEGgkLRrF3bYWUiZn+GnPsv58Vu3em2LOsR1u4dqZGxSyWcmcrweTIGa7ELPTjT4IqbN3h27UABfSjp6cQmKz4f/istprI9wbIeTkn3CDYXcMu8y/Klu6tUMtoz5D3zbdid4cKeO6E2px/FQttDtuqOeXUPg03z4Xf4O39r63WkPjz32GO+8804L3WxraJpGnz59cLvdvPLKK0yePJmcnJz496+88gpz5szhlVdeYfYpbzndbjfjx4+PG8lEdb3Lly9n8uTJbZ4z5pXNz88/xxaeGdu2CYcv/GJwaexKuhwxr66nMA0l9pqqGW//bSmasGnwpJO21bkZ01qRMMRQNI3UG51FPSlbtnLjzbOwFI3McCVvfLCh1X280RBkMuuU5HwQiXp1Xb2TUT2JY/rwrl0A+AsGEVgelTBccw1F+2s4+GkZigJXffkSFEVhxFW9cXk1amtsagZOQQuHaVjTFG4sb8QYAMr3JMYljZ1b8WqIkIVRFGjxvURyNjQPOXaqwffJkSrS6p2sZ7k+R8+aNGUKqsfD/o2l2LagV/8UMnsnkZ7r55Z54/CluAikFLA//wuEo/cEUd1uLATZoe3bEs6j6KqTck0IhNH9pAwxucAvfvGLNstUVFTw7LPPsmfPHrZs2cJ9993HG2+8wdNPPx0v8/LLL3PHHXfwxBNPMHHiREpKSigpKaG2tin6yrx583juuefi0ol58+YRDAaZM2cOAAcPHuTHP/4xmzZt4siRI/z973/njjvuYOrUqYwZM6bdbaqsrIyfP7aFQk5872eeeYZ33nmH/fv3s3//fv7whz/w+OOP8/WoJ/9CIo1dSZcjrtdtQ8JwcJOz2rxPSgaKZeEdORJ3KyL95qTefDMAybt24dM0PANGAfDJ0iWtp1iNJZc4VIuwZP51yWcjbhicote1bEHopLOIZ8iI4dQv/xCApGuvZfXrztuLkZ/rQ3ZfJ0KIx6cz8irnh//EEOcBL7i8yVszddqVTrnaImpOieOpaEpcWxmW8XYln5H4mG4t5NjuMvLCzivztLIKAJKvdt6o7Y1KGC6Z2PT6PCMvic/fNw4QVGaNpuTdplBUBZl+7DznjcXRHdtaxNtVog+PItI95+mHH34Y2z593V988UUmTJjAlVdeyc6dO1mxYgVXXHFF/Pvf/e53mKbJPffcQ35+fny777774mW++tWv8vjjj3P//fdz2WWXsWPHDhYtWhRftOZ2u1m6dCkzZ85k2LBhfO973+PWW29NCF/WHqZPn55Qh/z8fN5++22IenHnz5/P2LFjmTBhAs888wwLFizg4YcfPsteO3ukZlfSpRBWszzrrSxOK6kKkFLurEwfWeFMpq0tTAMwwhau6EToHTkCV79+GMeOEVy1imtuuoElv9hKTtku1u4v58pLEoX8rvwk1CQdO2gSOV7fwkiRSM6GtvS6O05Uk9XojOPRqT4aKytRU1I4ZhZQeeIAHr/OFZ8fkLDPmGsL2Lr8BOXhNOqT+6KuWIkwDBSXi8uG9edv3mzSQxWs+PAjbvnSTQn7egalE9pdRehADSlXF1zwdkt6JsKy24wZLYRg+e4SpkeN3aT9zsNc8tVXU1UcpOxoPaqqMGRCYmSA7L7J9O5lUVSms3d7kMFCxD3Go8aNxdq7EOqqqCsvxZPa5AhRXRpWo9ktMqm98MILLT4rLCxMeI0/bdq0BIM+Ozv7jDKHFStWtOv89957L/feey+2bVNXV5cQQ7egoICVzUK/nS2FhYVnXND9H//xH/zHf/zHOZ/js3BOnm+M1+IAAQAASURBVN26urqz3iSS9hA5Xo8IW6h+HVd+y4Vh/1iyBrcwMHQfKVu3g6KQeuMNCWWEEKz/20F+d99Kdqx04hgqikJyNNVqYPFiRlwxEdvtI9kK8vf3V7U4j6Iq8UD8Urcr+SxYQQOz1IlV6T7F2F31yU7cwsDWXHh27ISoUbBzrWMojL+hEF+yO2GflEwvg8c7D2dHB8zCrquLx+VVVQV3P2eh5u7oZ82JLfiMHKlDWFK3Kzk3IicCCMNG9evovRLDbh2qCFJdWoLPDqGqGqmNITwjhuPKzWXvx45Xt9+oLPyp7hbHHXXjUABOJo0kuKspJNbVI/tQ5nH0qcd3Jkp0FHc0k5rRPT27ko7hnIzd9PR0MjIy2r1lZmZy6NCh8197SY8j3EzCoKgthf/7owHzs31pKIB/wgRcp6wm3bjoCJvec4Jtr//7IcKNziK05FlO7NGG1WtQIxH6XuYI82t2bCBitpwopW5Xcj6IecD0HB/aKYbrvu3OghtPfiENUQmDOuVayo/VgwJDJ7a+UnrcjH4AlGWOJeRJp35JU5KUEZc7sXfNY3tavB7Ve/lR3BrCsDHLL1yweEnPJiZhcA9IazFPL28mYcjQXKgCUqZNQ9iCfVFjt61x3W9cPm6rDtOVxO6/Nq2nmDggk1K/E0Fk56eJoawUV9SMMW0pObuA3H333SQnJ7e63X333Z1dvTNyzjKGN998M56d43QIIbgxujhIIjkT8de9A1vqdcvrQ/iK9wBwSYWTz/tUCcOnHxxlwzvOazOPXyccNNmy9BgTbx6Ie+hQIllZuCsrCaxcyaRrprFw/XL6BI7w0f4yrhmeOAHHdLuR43XYIRPVK1U/krOnScKQ+Lq3MWLRGNXrFvbpQ+Td98HloizpEuAo+QPTWvV+AeT0S6H3kDSK9tdysvdVJC9bRu6P/gdFVZl+zSSefVnDbwTYumMf48Y0heRTVAVXn2Qih2uJnKjHlSfD6knOnsjp9Lp7SuPxdVPLnagLydOmcXJfNYHqMB6/TuGYrFaPq6oKaWkVlAdS2XtY4/Lo516XRtrAYbDpU07uOSUig6aCrjrGrmG3SNgiOT88/PDD/Nd//Ver351tSuHO4Jx+vfv378/UqVPJymp9wJ7KwIED47mRJZK2EJZw0k+2om0EWLRiEylWAFvRyNy7H3Q9njACYNuHx1m30Al+PemWgaT38vP+73awdelxxkzri+5VqB8zhqwPP6TuvfcpePIJhO4myWxg+ZpPuWZ44kOZnulFz/JiVoYIH6rFN6J9410iaU5TMonEMb3hSBU5jY6nq29jEICkSZPYv8e5BwovzT7tcYdfmU/R/lpK8iYzcN27hHbuxDd6NGkpSTRm9iel8hBrVnyUYOwCuPvGjN0ASRPOa1MlFwHCEk0PcKcYu7WNBp8cqeafws64TqutR8vKwjtqFHv/5DgqBo/vhd5KlJ0Y7jEpKGtMaj35nFy7iz5TRgAw/vJxVGx6BbWukkB1ZcI+qkvFjhq7tMxaLDkP9OrV66yTVHQlzukR6PDhw+02dAF27NhBQYFcDCE5PUZJEBGxUbxaCx0YwPa1TuzQVE8KmhAkXTkFPcORGuz6qIjVrzmr1yfcWMj46wsZOC6HnH4pGGGLTe87sobAmNHOv6tWoUYiZA51Qqoc37oRq5XYo/GoDHL1uuQcsCMWkZNOmK9TH+A+2n2CLMOJE+3b5uh1PVdfx8l9zlgbeGlOi+M1p/+YLBRdEPakU50xNEHKEAtBVrpnW4v93H1TAIicqP+MrZNcjBjFAUTYQvFqLdZVrNpXjm6EyIk4ERgyAyGSp07FNAQHNpcDMHTS6WO2Kmle8jkJwLZ/7Il/Pm10v7hu99jePYn7uGMRGbr+IjVJ53DO/v5f/epX1NRIA0By/oh5wDz9U1vowKqCEbSTTuzFgdFxl3q9szCtvirEyr84ixkunV7AFTc7q9cVRWHSF5yQNTtWniRQHSacn4+rXz9EOEz9ihWMv8oJ1ZRbe4iNR6o4ldir58hxaRhIzh7jRD1YAjXFjZaZ6HLasXUnCqCnpMNWZ9FNVd44bEuQkecnPbflA19zdJeKv7eTFrg4bxL1S5uM3SunOuM6ueoolbXBhP3c0TBmRnEQ0YpWXSI5HfEUwYWt6HX3lNEnVIQCJFsCr2mRfPXVHNlegRm2SM3xkTfwzK+8h4135t2jlUnxNRcDspMIpDta9d3bdiWUj+l27W4afkxy4TlnY/d//ud/6N27N7fddhvLo4HQJZLPQji6kMfdv+Vk+N76PfQKlyOAnINHQNNIuWYaADtWnsC2BfmD07jy1sFOuBrLgIPLKbgkmd5D0rFMm0/fPwaKQnJU+lD//mKGjL8cgUKvSAWLP9nb4ryugqgXrCggDQPJWRM+5jwkefqnJATeL68PEy5y9Lr5qc4Pu3fkSI4diQAw4AwShhhJfR1jtzz7UoLHiglHFwKPGj2MsMuPS5h8sCIxjaqW6UX162AJjJJgq8eVSNqieTKJ5li24MO9ZfQNOV7ZzOo60HWSrrqSY7scR8LAS7PblXGs8JYrSQoWYSkudi5qMmzzhznx0auPHkwoH8+kZslFapLWOWdjt6SkhGeffZbi4mJmzJjBgAED+PGPf8zx48fPbw0lFwVCiHiWqdaM3U9WrwHA50nFY1okTbwCLT0dI2yxc3URAGOn93MmUiHgr9/E+PMXUVY+Fvfu7l1fghFUSJ7pGLuBVavw6i6S+jqe4L0bPm4RJ1DP8qJ4dTAFRqlcvS45OyJRY/fUFMFrD1bEV6xnB5xx5bvqc/E0qgPOIGGI4Uq1ycj3Y2tuynqNp36pk2BCURRc/YYDsHvjJwn7KIqzSI1oCCmJpL0IW7QZX3fzsWpqGgz6R43drEAj/ssnoCYlcXynM677tXPdg56ZyQC3Y0vsXF0Un5cnTR6PALSGGmy7SbKgqIqTTQ0c3a5EcgrnbOz6fD7uuOMOPvzwQ/bv3883vvEN/vCHPzBgwACuv/563njjDQzDOL+1lfRYrJowVl0EVAV31JsaozoYwT7qrMDt39AIQMoMJ2bu3o9LCDeYpOb4KBzjeMPEumf4RfGHXF5YwFu7XyF/QBL9R2chbKjb78E9dCju/v3jUobRk6cAkFF5gO0naxPOrSgK7oKoYSClDJKzQIimBZenPsCt2VdObtTY9e91kqTUD5xIJGThS3WTe+oCTSFg62twLNFLqygwdJITnL84b3KClGH4BGf1mXlsD+Yp3i6p25WcC2ZFI3aDieJScfVO1Osu21OG32wgPeJ4cbMCjU4iiaIgwdoIukslf0jUQBYC1j0Dr94Oodbj8A+/ZiCaFaYu5Kb4oDMvTxlRQIXbmeeNcCShfCzertTtSlrjvMToGDhwIA8//DCHDx/mvffeIysri7vuuos+ffqcj8NLLgJi3gJX7yRUd+JK3cVbjtKn0fEW9NrvvL5KvvY6hC3Yttx5+h9zTV9UVcE+soZHNz3Bc+lpWIrCsz4Fc/9iJn7e8e42FruoLW0k5frrISplGHr5RAAKQid4b8uxFnWLGd/S2JWcDVZVCDtggKbg7p0c/1wIweZdh0iyGlFUleSyStTkZIoCjiEwYHRWyxjTq5+At74Ff/kyRBLfMAy5vBeKCnWphVQeKMModYzoz13tPMRlhcpZvytxXMd1u9KzKzkLYg9vrr7JLUJ8Ld9dRp+oVze1MYLbskm++mqO7XSM396XZDhRGISA5T+Gxf8P9vwDtrzc6rkyZ11LdsVWAA6tPQJAskfH6OW8iYtETjF2oxEepG5X0hrnNSCdoijouo6iKAghpGdX0m7ioWxakTCsXb0OXVjoLh/JYQPf2LG4cntxbHcV1SUNuL0aw6fkY9Wd5P7F3+KV1GQUwKdoFLl0ln76G3IKUug/2okLvW35SVKvdxJMBFatIjMrBz01E11YfLr+kxZSBukFk5wLMQmDq3dyU+D7aIYppcIxPjP8TmQR/6RJHNnhGAUtJAy7/uYYBwDhWtidmKvel+KmcLTj7Wru3U3LyiKS5sSOXrdqbcI+sTFtlAWxpSdM0k4iR2Ma9MR5+kR1A3tL6ymISRjqG3AXFuIZMIBju6IShpGZjqG79AHn4S3GjjdbPZeek0N+qvNgd3RrWfzz3kNHAmCbifZF3LNrdN3xfNddd6EoCo899ljC52+//XZcy7xixQoURUkIAPD6668zduxY/H4//fv352c/+1nC/gsXLmTGjBnk5OSQmprK5MmTWbx4cYvzP/PMMxQWFuL3+5k+fTobNmxI+H7atGkoipKwtTdhxJEjR1rsG9vWr1/fovxHH32EruuMHTu2Xcf/rJwXY/f48eM8/PDDDBw4kBkzZlBUVMRzzz1HcXHx+Ti85CIg5tk9NRZpXcig8YATPqnAtFGaSRi2LnO8usOv7I2iRvjBX7/I37waqoD/m/QAcwZ9EYAXAwcQgQound4XgH2flGLmD4hLGQIrV3JJ1LvrK9nL/rJEb1fMs2uWNWCHzQvcE5KeQjgWM7pfoixnzf4KcsPOj3dG0JHlRC6dRqA6jO5W6Tsso6nwyU9h4b8RVuAvvfqxzuuBLS+1ONewyU44p5K8K6iN6nYBsoc6ofbK9iamWFVT3agpLrCdqAwSSXuILyI+RYP+4R5nPA8ynN/8rEAjydOmYYQtiqIZKPsNz4TF/wMf/ZyAovDMpTfwo+wsGk5uhOojrZ6v8PK+IGxqgjr1VSEAJk52Uk0oto1lNs3HMc8ulujSi9S8Xi8LFiygurq6XeXfe+89br/9du6++2527NjBr3/9a5566il+9atfxcusWrWKGTNmsGjRIjZt2sQ111zDzTffzObNm+NlXnvtNebNm8cDDzzAxo0bGTVqFDfccANlZWUJ55s7dy7FxcXx7ac//elZtW/p0qUJ+xcXFzN+/PiEMjU1Ndxxxx1cd911Z3Xsz8I5G7uRSIRXX32VmTNnMmDAAJ577jluu+029u3bx/Lly7n99tvxes8uuvNvfvMbxowZQ2pqavzp5L333ot/HwqFuOeee8jKyiI5OZlbb72V0ugruxjHjh1j9uzZ+P1+evXqxX//939jmtJA6crYITO+KtzTP3HRw5q9ZfQPOhNhr0NOrNyUGdOpLApwfFcVigKjp/XhvxfewmK1EV0Inhj/fW4e+k985bJ7cQvY4XGzecMvyBuYhjvdwjYF21ecjEsZAsuWMSxq7A5oOMp72xMf0rQUN1q6B4Rc0CNpP20tTltzoGlxWvIxxxNW6hsM0QU8ekzGU1cEr97GcSJ8o3AIjyXBf+TmUHV0TQvjoP/oLHx+jYg7lRMHG7ACzji9/MpJznkqDlEZCMfLK4rS9MZCynMk7cBuMDDLHE+r+5QHuGV7ykgx6vCGalCEIDPYSPI113ByXzW2KUjJ8pK++WGM9c/wWkoyswddwrN1O/lbShJvpCTDjr+2es7MqyeTWueM9WPbnTi9VwwvoMbl/E6EGkPxsoqqxN+giC4sZZg+fTp5eXk8+uij7Sr/5z//mVtuuYW7776bgQMHMnv2bObPn8+CBQvibyGffvppvv/973P55ZczZMgQHnnkEYYMGcI77zS9BXryySeZO3cuc+bMYcSIETz55JP4/X6ef/75hPP5/X7y8vLi29lmR8vKykrYPy8vr0VSsbvvvpvbbruNyZMnn9WxPwvnbOzm5eVx1113kZqayjvvvMPRo0f5yU9+wsCBA8+5Mn379uWxxx5j06ZNbNy4kWuvvZYvfOEL7NzpBFz/7ne/yzvvvMMbb7zBypUrKSoq4ktf+lJ8f8uymD17NpFIhLVr1/Liiy/ywgsvcP/9959znSQXnsixehD/n733jrOivv7/nzNz+/beC32BpUtXFGlRNFFJ1GhUjDExwcRIEo3f+NNoEo3GmsTETxKjpmBL1NgVC2ABVKSzbGV7r3dvv3dmfn+87727C4ss7MKycJ+Pxzxg586ded/Z2blnzvt1XkdYIikHtUf9eOtOrJoHSTaQYHdinjABU24uuz6oBWDU9BSKOt/jPW8DJk3nDxNWs3TKVQAkWZO4MF5MeT1dKf7oY0YLndeejXWY5y8CwPHxJ2RPmIRkNBGtOvl4az9G/MHsrj8iZYgwADSfGs6YmvJ6AgNV0/msrDlsuh/vcGEaNYrqAyIQDVuO+ZzwzOW8r3ZyWXYWRYjXvbLMs7Exh+gcFUVm/IJMABpS5uAMNmCZPHM6qmQgWnXywZa+2V1TVki3G7mmIxwZb/ChyJBsRYnuuU+7fAE+KW8LW47FuzyYoqKxzZwRthzLzejmw91PsSorg18nJ9Kuuokxib+LF2Kj0Xb3L2WwTJpEilPUaVRsFkGvySCjJ4kmVR63mBnRdR3N5UIP+NDcbgJ2B5rLdUKWg2VvR0JRFO655x7+8Ic/UFtbe+Tz7vUekji0Wq3U1tZSVVXV73s0TaO7u5vERCHd8/l8bNu2jaVLl4a3kWWZJUuWsHnz5j7v/fe//01ycjKFhYXcdtttuFxD60L05JNPUlFRwZ133jmk+z0Sx9QuGOD222/nqquuIiVlYBY5A+HCCy/s8/NvfvMb/vznP7Nlyxays7N54oknWLduHeeeey4ET9rEiRPZsmUL8+bN45133mHfvn28++67pKWlMX36dH71q19x66238stf/hKTqf8+8xGGl9DU2ME6MF3Xqdu7g0QgGQU5KGHwOPwUbxHtKKedm8Ovtv8MgEukWM6c37d399XzbuG/b1/DB7Kf6op3saQGiEu10tXs5kB3Eta4OLSuLvz7i8kpnE719k/Rq/dS034+OYk9pv6m7Bjcu1sjWbAIA8Jf6wAt2EwizhxeX9Rgx9zdiEFXMckKNl8A5p1LW50DSSKsvfW/8//xB08VT6aJ++u0lGksy1vGA58/wDOx0Vy7Yx2GhT/pc8yJ8zPY+W4NrUmFdGz4mNjlyzGazJA+ChpK2fPZZ3x9aU9/4LCHdF1ktiLCkQlLzQ7K6n5S1oYvoDFBE/fkJIeb6LPORDIaqQ5ajnUHXuX/pYtWswnmBL4//fucP+p8VvxnOVW4+LS1nHnNRZAwts++JUUhe5SZci/UV3tQAxqKQSZtzDgAVL9IXuhuN8Uz+06VnygmfLENyfblDWAO5uKLL2b69OnceeedPPHEE1+67YoVK7j55ptZvXo1ixcvpqysjAcfFJrnhoYG8vPzD3nPAw88gMPh4NJLLwWgtbUVVVVJS0vrs11aWhrFxT3+8ldccQV5eXlkZmaya9cubr31VoqLi3nxxRcH/NkWLFiALPfNozqCM02lpaX8/Oc/58MPP8RgOObw85g45qOtXbt2aEdyEKqq8sILL+B0Opk/fz7btm3D7/f3eTIpKCggNzeXzZs3M2/ePDZv3syUKVP6/EJXrFjB97//ffbu3cuMGTP6PZbX68Xr7Znis9vFH7Xf7z8hRXahY5yuBX3eA0LTpWRH9TkHxY3dJHQGJQx1QlpgPeccdm+qQfVrJOdEY49v5CN3HZKu882xXz/kHOYkTeEsOZYPNTvrtv+BqdbvMfnsdD554QA73q9l8bwFuN5+E/uGDYybNZvq7Z+S767ivaJGrpzT0+JazrCKsdZ0n7a/p4Fyul/PAO5KcU0bc6L7yKg+Km0mzSM0cvFuHxLQkTkTGiA1PxbFDH5nJ7+tepXn48XD3xUTruCm6TchSRLPFK2jzlnPy1o7F5d9AL3Oc2yqmbhY6LIbqNzVSobPhyRJ5BROo76hFEfFPnzBdQBymsgWBVrceLvdyJYT++Uzkohc0+ANdrg8+D69saQZdJ1MV6g4zY31rEW0NdjpanYjyfAv84cAnJdxFj9f+OtwVvf8USt5ofQFXoiJZvbO5/EvFImL3vtPnz8R4zt2/KZYava3kTUhnsKpE6GzAUn1i78vbfhkC5qmDfj4uq6LLLSmce+997J06VLWrl0r9hHc18H/v+666ygrK+OCCy7A7/cTGxvLj370I+66666e4/di3bp13HXXXbz00kskJyf3u89QNjr0b+j173znO+H9TJ48mbS0NJYtW0ZpaSljxow58nkAnnnmGSZOnHjIa6qqcsUVV3DnnXcyduzYPuM4+DP0t++Q6YGi9HVrGujf5DHd3RITEykpKSE5eWBdfnJzc/nwww/Jy8s74ra7d+9m/vz5eDweoqOjeemll5g0aRI7duzAZDIRHx/fZ/u0tDQaG8UTZWNjY79PLqHXDse9994bvnB6884772A7yie2wbB+/foTdqyTBh2mVyagILGlagee1p5K2verA2R5xO8tubMbX1IS75aW0vRRNCCjxrfw4FtCPL/Y5aGoKZ3db7xxyCFmazP4kI284q5mnMlOVdcuZFMUzg4vX8SOoQBoeP11KjJF5Xq6t5mXP/iMhNaeaV9ZhekkoHX5eOflNwmYjm7q6nTktLyeg4zeH00CJsqdtTS9URZe/0qRTHZQrxvX3oWmKOyu9QJmXEoLb7zxBua2t3kxSmSDv2H9BpOaJrH+bXEuZ2gzqaOef8TFsGD9Q5C/ps951pMMYLfSZB7N+088gTczE00SXyTJ3TU8+cJrpEf3fFkUmuMwexU+eul9HHGR2oYjcdpe0wffp1t67tPrdyok+DtRPN3Imkac28fHbhf2Fz4CLEi2OvbZNGwazHCexYfvfhh+b5oqvp/fj7JRt+1fbHdOA0nqc54NHg9J7eU0ps9j08tbiZuiIisGkuPEw2Bbaxsms4m0D94HHWxOcX27bSr6kPpN9U+3349k798r+GD8fhGc2+12pk+fzrnnnsstt9zCFVdcAcFEW0g20N3dHc6Q/r//9/+49dZbaWpqIjk5mY0bNwKQkpISTs4B/Pe//+WHP/whTz75JHPmzAm/ZjKZUBSFyspKJk+eHN6+rq6OpKSkPvvoTSho3bVr1xFn8UPZ28TERFJTU/u8Zrfb6erq4vPPP2f79u386Ec/gl5BrMlk4sUXX2TRokX97tvn8+F2u9m0adMhNVgDlVkcU7Db2dnJm2++SVxc3AC2hra2NlR1YHYgEyZMYMeOHXR1dfGf//yHa665JvyLPV7cdtttfTLVdrudnJwcli9fftTi7GPB7/ezfv16li1bdoiQ+1THX+egfcseJIvC4lXL+/iLvn7/MyhomFGI8gWI/+qFJE0+i/+9vRODSeasb0zngTdLAbg6bjJTv/qNfo+hq8t4/d+zKTbIFHW/xq3feJI9pgY+e60Kt2U6OmCpq+P8s8/hn59+THddJYGWBpYsuwGzsScwaKvcSaDZzaIJc7FMTDwBZ2dkcjpfzwSzJa27v0DDz5Rls5kV1OwGVI1ffLGB2V7xAJfg8mCbPRvdFQ34OWflbDLGxvGrf91DQJKYb8ngtotv67PvxYHFfPTiBmpxsN9fhDHg5JzzLgqf59YpDl68fzttiZNYqFaSev756JrGQxvexuhzostWzj+/Z3as016Cd287s7ILiTor84Sep5HE6X5N++udtG/ZjWRWWHxJz326udtL4+aNTA3qdROcHqKnT+Mr3/gGb/9lL520Uxr3BQBXpC3g68u+fsi+N721gV3te3jb7OGqwmTe3tt2yHne+srPaATkLgvnn382Ho+HPbtFoyFd00UsEoxH1BY3ul8jNsGCZFEOOd5wYjQaMRgM4bjid7/7HTNnzgwHoLGxseEEW0xMzCHxR0KCcGp55ZVXmD9/fp8aqWeeeYYbb7yRdevW8bWvfe2QY8+aNYvNmzfzzW9+E13X6erq4sMPP2TNmjWHjXN27xYJnzFjxhwxFoqOFjUAUVFR/W4bHR3Nzp07+6z785//zAcffMDzzz/PqFGjiIqKOuR9BM0JrFYrixYtOkS/fLhA/WCOed7qmmuuOda3fikmk4mxY4VuZ9asWXz22Wc8+uijXHbZZfh8Pjo7O/tkd5uamkhPD2bk0tMP8Y0LuTWEtukPs9mM2Ww+ZL3RaDyhN7YTfbyTAU+deCoz58ViMvdoqh3eAN6q/QCkdgmdbNzy5Xz6majIHTMzlVfqXsKPxlSPl5lnfhvpcOfOaOSa5Nn8v85tbNCKuFWGqYtz2b6+lo5mL47pXyFmx1t4t2xl4uzZfFpXSUZ3Fdtquzl7fM/TrCk3lkCzG63BjXHq6fV7OhZOx+sZIBBqJiFL2PLiwpZI+xo70Z2dxAbE9Rzv8qDNOhf3Xj8Gk0zWuEQaG7bwquQEJH4w+2eHnD+j0cjlk67k8V3/x1OxVm7t2IzR+I3wdumj4omyqDg9Zmo+rSHrRrHekleAWrqNyt07MX7zvPD+zDmxePe2oza4Tsvf1dFyul7T3vqgC8NB9+nPqoQkZyLiezbJ4Sbm4sXIkkJ9iZA9bE/cT5Sms3rRXf2eu8smfZNdH/2C/8REc83+/wFnHnKec6ens7NOo6tbxt0VwBRtRAm+rvk8fTSimlFB92vofg3FdnL9rkK+s6HxTps2jSuvvJI//OEPECwaC70W+n9rayv/+c9/OOecc/B4PDz55JP85z//YePGjeFt161bx+rVq3n00UeZP39+2E7MarWGk5Jr167lmmuuYfbs2Zxxxhn87ne/w+l08u1vfxtZlikvL2fdunWcf/75JCUlsWvXLm6++WYWLVo0IC/c0Fg6OjoOsTOLj4/HYrEwderUPuvT0tL6Xd/fviVJ6vfvb6B/j8eU5A/pPo5mOVaXBk3T8Hq9zJo1C6PRyHvv9XhIFhcXU11dHbavmD9/Prt37+5zotevX09sbCyTJk06puNHOL6Eix4OKk77uKyVbJfw0U3usKMkJWGcWEjp5+J3O3pOEs8V/RuAq10BpPErvvQ4X5n3U5IDKu2yzgfl/8MSZWTSQuFNWp8jpk6cH25i1DRR5JDnruGDor7Sl3AntUj1eoQvIdxlKjOqx/sT2FzRRkZQwhDr8WHQdDqSxX0pc2w8ikHmr1vvIyBJzMPK9NHL+t3/NydegVlS2GM209H9YZ/XJElizHTxgFbbHYsaNKafNFt4k1JXgi/Qo4+LNEyJMBDCRcQHe0aXtYKuk9It7tVJDjcxixfTWN6F36viM3bTGlXHlVFjiIvuP+G0PG85sYqVeqOBLeWvgH6ofjPhrLnEdVUAhIveLMEElaz6CQR6Zo5HWtvgu++++4ia1aeffpozzjiDhQsXsnfvXjZs2MCcOXPCr//lL38hEAiwZs0aMjIywstNN90U3uayyy7jgQce4I477mDmzJns2bOHN954Iyz1NJlMvPvuuyxfvpyCggJ+8pOfsGrVqj72ZQNh6dKlfcaQkZHByy+/fNTnZag5AYqWgXPbbbexadMmKisr2b17N7fddhsbNmzgyiuvJC4ujuuuu461a9fywQcfsG3bNq699lrmz5/PvHnCS3L58uVMmjSJq666ip07d/L2229z++23s2bNmn4ztxGGF13X8VX2H+xu2l5Gol+Ybic73ESfeSaVu9vxuQPEJFr4TN5Ih99Blj/AklHngfHLPZ2NaYWsQkyzvLD3KQAmLgga8bviCCgWHB9/QvroscgmC1bNw/bte/rso8eX1IGuRTS7Efon5K9rPshfd3N5GxkeUWiZ4HBjSE2lsU1MrmUVJFBvr+F/DmGz9P0Jlx92/4mWRL42aiUAL1gc0Lyvz+tjzxLtVNuSCun68GMA5gX9dpM9zWwtqglvG2obrHZ4UR19269GiBCiv6SErut8UtZKsq8VyefGoGokJ6ZgGjMmbDlWGbefaF3l6rk/O+y+LQYLXx0nGgC9YAyQ7Nh/yDZRc+aQ1CXWH/hc2HUZjQZ0STxMOhw9jVGkoE+17teO2hbsePPUU08dEvjl5+fj9XrDYz3nnHPQdT08g52cnMzmzZtxOBw4nU7effdd5s6d22cfGzZsCBe/9V6eeuqpPtvdeOONVFVV4Xa7D9lPTk4OGzdupK2tDY/HQ2lpKffff/+ApZz5+fn9jkHXdS6/vP/72S9/+Ut27NgxwLM3OE6qYLe5uZmrr76aCRMmsGTJEj777DPefvttlgU7Zj388MNccMEFrFq1ikWLFpGent7HEkNRFF577TUURWH+/Pl861vf4uqrr+buu+8exk8V4XCoXV5Uuw/knqwpwZtoxQ6h84oLgFHViDrrLPZvFoHC+Hlp/Gvf0wBcae/GMO2yAR3vkrGrUHSdbe56yjrKSMqKJiHdhqpCW85ctK4ufPuKyJ0ipmyMDaUcaO25iRrTbWCQ0T0BAm3uIT0XEU4dQp3Tevvr+lWNzyrbyQgWXCY4PVgXnkV9qci85hQk8rdPfk1AkpjrDTBz1g++9BjXTPseEvChzUrFF3/p81r6qFgsio+AwUbVByIQjk1OxhebigRs/aindadsMWBIFk4j/ogFWYR+UO1e1A4vSH3v05VtLuq7POR5gw9wTjexwXazVXuFj3RNfBFXqlbi8s780mN8o0DcwzfZrJg6PzzkdTkqiqxUkf2sK3cSCLUENgpJhadXkZJkCIY1mg7qyRXsRhg+Tqpg94knnqCyshKv10tzczPvvvtuONAl2Gbvscceo729HafTyYsvvniIFjcvL4833ngDl8tFS0sLDzzwwAn3c4swMEJ91o0Z0cimnunesmYHMe1iyiqlrR0kCQrPoKZIZAvs+dVUdlcTo2pcQgwc4UYaImXaVZztEh13nt/5FyRJYuwZYgqndfTZADg2bWTsjJCUoTrcBhNAUuSwEX+kk1qE/tD9Kv76YDOJXpndXbVd+DyecDOJBKcHz6SF+L0q5igD/vhuXmoS5u43pM4/4kxFbmwu5yaIopZ1de+D2mO/I8kS+eNEoUdVjY4enCJNGi9aBzfu79s0JZTdjVzTEfrDG7pPp0X1saf7uExcyxMlcY9McniIPucc7K1u2mqdaGi0x+7jqklXH/EYo+NGMztuHJoksVkrBv+hyYSMeRMxeTtRNYmW0JiCM7aqr1d3wN6d1Pwnbye1kcYNN9xAdHR0v8sNN9ww3MM7IidVsBvh9CKkbTzYpPyD/U3kuMVUVXK3G8uUKZQXe9B1yBgbx3+bngVgVbeDqMKvgzzAyzgqhRWq0DO+Ur0el9/FuDOERUqznorfEIVz04fkT5sJQLq3iU17qvvsIhQY+CPNJSL0g68u1EzCKFpMB9lS0UaatxkZHYsvgNUfoM0qrBizxyfw911/JoDObLeHM+b8aEDHumKG2O51s0xn0St9Xhu/dAIAzTETcO0SFdWh1sFRreW092odbMyKNJeIcHh8/cxUEAp2dZ3ELnGPTAro2ObMpmKHKCJuiC3nG54W4mZcNaDjXDpVeLy+FGUmUHyohWT0mQtJahczFXUlQuIWci5QVB/+3rpdY0jKMDJ0uyOBu+++mx07dvS7jITZ80iwG2HYOJy28dMv9mDTPMhIxDs9RC08MyxhSJ1h5pN60Qr10u5umHrpUR0zOXoReX4/Tj3AaxWvkZAeRXJONLou0ZwyDc++fURJMtFpmcjoNBTtxuXr8fULF6lFgt0I/RCarTDlxoabNxDW64YkDG7MEydSXyVmGWJHG3ixQgSr35cSIWPagI41Pe0MRqtmvLLMf3b+X5/XsiYmY8SH3xRD5VvbACicNQNNUogNONj4WY/ON9w2OBLsRuiH/vS6mqazuaKNZF8but+LompkzJyFbDKx67MDANQm7ORbmWeDNWFAx1mSt4xk2UKrQeGD3X8/5HXLpImkeESTofp9IqA2mYxo/el2g5ldzRfJ7A4VqampjB07tt/lYF/dk5EhCXbLy8u5/fbb+eY3vxl2QnjzzTfZu3fvUOw+wimIHtDw1Ysv196ZXac3QFepuG6SnR5kwF0wj45GFwajzGc24cax0OUmJ2E8pBUe1XGb42dxqVMU4jy3+0l0XWfsLPGH2jpKuDI4PvqYcTNFW9VMZxWflLWF3x8Odusd6IHIjTRCX0J63d4PcN6AyudV7WSGtI0uL+a5C2g8IKyZtirv49c1Zno8zJ62Wsh2BoAkScw3CSeaZz21BBw9khtZkckJ2uYeKApN+VrQ00Tx2s6tPRaNxqwokIIa+kiRWoRe6H4tnPHv3c59X4OdTpefUQHhLpLg9BB71lm47D7sVSI5MNa8lbiZqwd8LKNi5JJRFwDwrLsSupv6vC4pCtmTEkHX6O7W0FRdWHmFdLtuT8+2ERlDhIMYdLC7ceNGpkyZwtatW3nxxRfDXTR27tzJnXfeORRjjHAK4qtzgKojRxlREnv0iZvL28h0Bi3HOu3IcXEcaBUBZv70JF6uFgWJ3+h2wNRvDDgwCKHKZr6avRiLplHirGVny07GBXW7baZsvKZYYUE2PajbddXwwf6em66SaEG2GUDV8Tc6D3ucCKcfuq6HZyt6P8Dtqu3C41PDtmMJTjeO0XPQAjpRCSZeqP8nANfYXTDl6GYqxkafTYIu0WRQeG/LA31eG3/uOAAa5Wz8zSITllsossbdFT2ZXdkcKVKL0D+++uB9OrrvfTqk1y3UxWxFotNN1MKF7Pq8AgmJ5qhqLpVdkN9/R6zDsWrK9Sg6bLeYKfrsz4e8nrBwDrF2kd1Vg4GsMdhkQPP1CnZDNSCqhq5GAt4IQxDs/vznP+fXv/4169evx2TqMZs+99xz2bJly5e+N8LpS2+9bu/p3o376sMZsORuN9YFZ1K2TWSsnKPrafe0kxoIsMjlhsJVx3Ts6Cnf5CtOUb37bNE6YpOtpI2KBSRaUmbg+OhjssYXIBmMxKgOtu0sDtvCSJKEMeJNGqEf1C4fWrdwFzEGpQEEH+AS/e2YNB+KqhEb0GnVhXbcn95Jt+ok1+/nnOyzISrpqI5plIx8I3EGAOtq+rayzZ87CoPmw2tOoOp1cS+ev0hkgpPt1dS29wS2ofFGdLsRehOWMBwkywn568Z2VAGQFhWHKSeHbVuKxftit1MwadXA6ymCpNhSmK2LmbZnDrxyyOtRCxaQ2FEEEHZksAZ1u5LqRwtaQkqyBIZIdjdCD4MOdnfv3s3FF198yPrU1FRaW1sHu/sIpyjhDNhB/rrFO3di0FXMGkR5/Tgmno3XFcAWZ+J17wsAXNztxJg9GxLyj+nYet6ZXK6KbMA7Ve/Q7mkPZ3ebMuag2e2oJaVkTxTV7pbmUkqbe4KAHt1uJDCI0IOvJthMIj2qj7tIb71uvMtD1IwZ1JWLa2er8gEAV3V1I8/41jEdd9Xsn2HQdb6QA+wr7SnsUYwyGfHioa5im3iAzBk3DlU2YtL9bN5WFN7WFAl2I/RDf0XE3oDKZ5XtJPo70AJeZE0jc+5cnE43ao2YIZhv+Bim9N++/UjMiBINgt6QvXRWfdznNWNmJmlmYdcXCProWq3iXi7rGi5PT+GlHJEyROjFoIPd+Ph4GhoaDlm/fft2srKyBrv7CKco4ZtoL9/Guk43xqZSAFI67UhAo5IDQFKBmU+btiLrwoWBwkN7rA8YWWHyxFUUer34dZWXy15mzMxUkKArOh+POQHHJ58wZobQ7ea6a/pYkEWK1CL0R4+EoecBzuNX2VbdQaa3x1/XMGchLcFrZ7d5C3GqytdUC4zrv2PakUhJnsByRRjQ/3v7Y31eGz1b3IPru2PRAwFkWUFPyQWgOOjSAGDMjBSpRTiUniLinvv09upOPH6N8bq4JyY4PcSdeRZvbNyEohvoNjfxlVgJ0r+8BezhyDSNp0Cy4pVlXvr80UNfn5mPQXWDLgJeWZbRFNEy1uXs5bcbDnYjjgwRhiDYvfzyy7n11ltpbGxEkiQ0TePjjz/mpz/9KVdffWR/vQinH4EuL2rXoc0kPi5rJdtdB0BStxtTQQFVJeLLtzReNJlY5HKRoekw+dDZhKNi6mUiaAbeKH+V6AQzmWNFwNCcOhPnJ5+QH2wdnOWpZ0tpT+vgkP1YoMWF5gn0u/sIpx/hYLfXNb2jphNfQCM7FOy6PNgzp4MO7uhOXCY7l3Y7sE69FJSB9XjvjysLrgDgTVcVrY4ejfnY86Yj6SpOayqNH24HIHXMeAA6qsrC24Uyu2qnF9XpJ0KEQK+mPyHpFsAnQb3uVL+wh0x0ebHNncu+baLWIibqc0xTLz3qeooQkiRxWd75ADzXtRfV7+nzesyZC8K6Xb9XBLKKyRL8uXeRWtB+LOLIEGEogt177rmHgoICcnJycDgcTJo0iUWLFrFgwQJuv/32oRllhFOKUFb3kOnevdVh0/1khxvf7OW4unwYLQr/c6+DUGFa/lkQkza4QaRPYZk1D4OuU9xZRkVnBeNmB6UMqbNw79hJXFwClvgkDLpKQ9Ee1KAeTIk2oSSYQY9M+0YQ6GpP1XrvKd8tFW3YAi6i/XbhSSoZaXKL18uid2HUdb5p74bpVwzq+FNnfIepPhW/JPGfT3sK1SzRZpIV0Yyl/AOhpyycLppLmNtrcXrFw1qkk1qEgzncffrj8jbQdaI6hL9uRkY2+101xDSK9utLlA9hyrHVU4RYMetHxGk6dYrMps/7zlbY5swhzi7szfxu8WBmDkoZdL+vp77CFMzsBrSTpr376tWrkSSJ3/72t33Wv/zyy2FN9IYNG5Akic7OzvDrzz//PNOnT8dms5GXl8fvfve7Pu9/8cUXWbZsGSkpKcTGxjJ//nzefvvtQ47/2GOPkZ+fj81mY+nSpXz66ad9Xj8n2AGv9zLQhhGVlZWHvDe0hOq3Qp/t4KWxsfGI+x8sgw52TSYTf/3rXykvL+e1117jX//6F/v37+ef//wniqIMYA8RTjd6e5GG0HWdA3t2IQHRvgDmgEpLgrAVM+Z56fC3k6FJLHR7YMogJAy9iJt6KQuCdjVvVb7FmBkpSLJEd0webkMc7s8/Y2zQgizZXsX+Rnv4vREpQ4Te+BucENCQrAYMSdbw+q0V7WQECy5jPD7i5symrkRYjtXFlXC+w0lKymRInzK4ARhMXJEkmqE8X/seqtYzdZs3QWRta2rFF/6kaeJYif52Pi+tD2/XU6QWuaYj9H+fdnoD7KzpJD7QRSCo181ZsJCXN72DWbUSMHQyITcWEkcP6tgWcwyXRI8FYF3Zf/u8psTEkJos/h/w62iaTlSUKFIzaH58oeYSsiSWk0y3a7FYuO++++jo6BjQ9m+++SZXXnklN9xwA3v27OFPf/oTDz/8MH/84x/D22zatIlly5bxxhtvsG3bNhYvXsyFF17I9u3bw9s899xzrF27ljvvvJPPP/+cwsJCzjvvvLBdbIjrr7+ehoaG8HL//fcf1ed79913+7y/oaGBWbNm9dmmuLi4z+snwqd3yJpK5Obmcv7553PppZcybty4odpthFOQUIDYOwO2v7GbuA4xNZXU5UC22ahtEq0pd0WLIoVVXR0oshEmXjg0A5n4Vb4SNCJ/s+J1LNFGMsfFAdCSPBXnJ5vJLRS6s0xPA58eaA+/1ZQdCXYj9BC+pnNiRCV4sJDni+oOMjw9XqTMXEhnkwsNjfrYUq7q6oZpg8vqhlg+5ybiVJUW3c/Wmo3h9eNXiiC43ZiBo6qBqPgE/LYEJGD7tp7WweHmEpG2wREOuqZDfFbZTkDTKQy2CI53eVHmzaJpr9DKZlk+RZp6bIVpB3PZrB8i6zpbtG4qmnb0eS1x+ngkXQS1fk8Ag9GILolwxukSrYYlSQpbkJ1Mut2lS5eSnp7OvffeO6Dt//nPf3LRRRdxww03MHr0aFauXMltt93GfffdF85iP/LII9xyyy3Mnj2bcePGcc899zBu3DheffXV8H4eeughrr/+eq699lomTZrEQw89hM1m4+9/79vAw2azkZ6eHl5iY2MPGdOXkZSU1Of96enpGI19JVqpqal9XpeP0rXjWBj0EdauXdvv8pOf/IRf/OIXPPnkk7S3tw9gTxFOB/SAFs4c9c4YfFzWSrYnqNd1uNHmLaOjyY2kwCb5DRQkLu52iiKeAXbkOSJJYzjXlotZ06jsrmZ/+35GTRWWUK3JU3F+8glZEyYCkOJr5fOyXrrd4BdApG1wBA6j191Z04U3oJHr6ylO60wSDh8t0dXM8ncwQdWPuWr9YIxZZ7AiIB4QX9/9ZHh9wtgMYgKtIMmUvCq6qUXniMxbbcn+Xu+PODJEEPS5T/dyzNlcIRrsTHMJGUGSX2O9tZKctkkAzDZtHXw9RZCs0UtYpIog6ZXP/9DnNeuMGciakDD43EKKE9ANBHwaji4Xfq+K36sS0HX8PhWf0x9eN9RLKOAcKIqicM899/CHP/yB2traI27v9XqxWCx91lmtVmpra6mqqur3PZqm0d3dTWJiojhHPh/btm1j6dKl4W1kWWbJkiVs3ry5z3v//e9/k5ycTGFhIbfddhsul+uQ/Q+W6dOnk5GRwbJly/j4448H8I7BYxjsDrZv384XX3yBqqpMmCD6sZeUlKAoCgUFBfzpT3/iJz/5CR999BGTJk0aijFHGMH46h0Q0JGjDBiSev6At+w5wER/J+iQ5PDQnjcPDgCZLnwGD/P9kKqqx+yteziiJl7Iov1Psj7KxpuVb/Kdad/noxdK6Ywbi2NvI7kBDVNcIr6udg4U7UfX5wmv3axo0XXK7kPt8qLEmYd0XBFGFv3NVmypaEPRAiR6RRYs2RZDfavI+tbGFXNNVzeMWw7RKUMzCEnigswzeb7tQ95t28XtATdWg5BU5KRr7GuFyn2dzARGTZrE/uJtBBoqUTUdRZYOKVJToo69YC7CyEbIcnRk20H36Yp20HXMXbX4gaxRY/n7zu1M8p8PspPsCUkQPXRT0l/NPJMNzRt4rfULfqipKLLI1FrGj0feJrK9PneAgE/jld+VB99VN2THHwjfffRsjOajk2xefPHFTJ8+nTvvvJMnnnjiS7ddsWIFN998M6tXr2bx4sWUlZXx4IMPAtDQ0EB+/qEWnA888AAOh4NLLxVNalpbW1FVlbS0vrUuaWlpFBcXh3++4ooryMvLIzMzk127dnHrrbdSXFzMiy++OODPtmDBgkMytaFmYxkZGTz++OOcccYZeL1e/va3v3HOOeewdetWZs6cOeBjHAuDzux+7WtfY+nSpdTX17Nt2za2bdtGbW0ty5Yt45vf/CZ1dXUsWrSIm2++eWhGHGFE05MB6zEp9wU0mvbvASDO48OoadR7hSirJFZkopZ3tYHRBhPOG9oBTbyQ84JShrcq3iQmyUJSdjRIMm2JhULKMFE8pNk6aqhsE0+5sknBmBYlxh9pLnFao7n8BFrF1KmpV9X61gNtpHmbkXQdsz9A8uy5VO4Tncw6Y4uFXnyQhWkHM33atWT5A7jQ2HCgp8nE2EVC/9jsT8Lv9jFt5nQAkt2NFAe16LKlJ7Dx10eyu6czva0hQ/fpbo+fPXVdxAa68Qd8SJpO/PxZeCpEzizbvB1l+tDUU4Q4e+YPiFE1mgjwWdX74fWS0Ygh2DRCVfVwN7WRxH333cfTTz9NUVHRl253/fXXc+ONN3LBBRdgMpmYN28el19+OQSzswezbt067rrrLp5//vmj1sJ+97vfZcWKFUyZMoUrr7ySf/zjH7z00kuUl5cP4N2C5557jh07dvRZQkyYMIHvfe97zJo1iwULFvD3v/+dBQsW8PDDDx/VOI+FQWd2f/e737F+/fo+uo64uDh++ctfsnz5cm666SbuuOMOli9fPthDRTgF6M+kfHt1B6kOYVuT1O0kkJxFc4MPgC3m9ShInOt0w6RLwBQ1tANKn8pZxhRsmkaDq5GdLTsZPS2ZtlpHULf7CTlLFlG25SMyvQ18dqCdUcliDKacGPyNTnw1DqyTk4d2XBFGDKGsriHZGs6G+gIa26o6mBqU5iQ63KjTFhLYBH7ZxzT2YLQmwrgVQzoWKWsWK/0yfzHCa/v+xXnjvgpA1rnTMT/7Gl5TLAfe/oIxF8xCkxWsmodPd5YwKXM2BKUMgTYPvjoHlnFDJBeKMOLw9uMZ/VllO6qmMwtR1Bjv9rAtL0DObiH1KrDshIKhTWqZ0iZynmbmecXPq7ueYN6oHi9q2WxGVn1gMKFpGt956ExaqoS8wpaeQ4zNjK7rIkut6xhSbcjGoS+aN5iOLWe4aNEiVqxYwW233cbq1asPu50kSdx3333cc889NDY2kpKSwnvvvQfA6NF9CwGfffZZvvOd7/DCCy/0kSwkJyejKApNTU19tm9qaiI9Pf2wx547dy4AZWVljBkzZkCfKycnh7Fjxw5oW4A5c+bw0UcfDXj7Y2XQmd2urq5DqvkAWlpasNtFYBMfH4/P5xvsoSKcAvRnvP9RaQvZbqFdSup20zX1K6CDlOrFae7iDJ9KoqYNmQtDHyQJy8QLODdY1PBW5VuMmiamldsTJ2Hf8jmZ4wsASPc28emBnq6AxpygxjGS2T2t8faj191VK4z3x3iDwa7TQ4t1FACNMeWc57YLra7BdJi9HiOyzMqsswH4uLOIdo+ol5ANBjJsovq7fHMNisGInCwatpTu2RN+uykrqEWP6HZPa/qT5WwuF3rdqQ6R5UtRzLzZsZMUp7iOciYngTmm3/0NhgtzRNC2vnMfLn+vphEWMwZVdEzze1TMNhOK1YTBJONXvRjNCiaLAVOUEaNJwSBJGM3KkC/SMfoJA/z2t7/l1VdfPUQ32x+KopCVlYXJZOKZZ55h/vz5pKT0SKCeeeYZrr32Wp555hlWrlzZ570mk4lZs2aFg2SCut7333+f+fPnH/aYoaxsRkbGMX7CI7Njx47juv8QQyJj+Pa3v81LL71EbW0ttbW1vPTSS1x33XVcdNFFAHz66aeMHz9+KMYbYQSj2n2onV6QwBQMFAG27SkjVnUgBU33W+JEpuBAgqgUX27vBHMcjFlyfAZWcEFYyvD2gbdJyLISnWBGU0y06CnEenzIJjNmzcf+otLw23o7MpwsPo4RTjxfptdNDjoxZCSlsq9c/L8ztphZHu+QFaYdzOgp32Sy14sKvFXR0z541HTxxVjXLjJeaWNFjUVnr+YSkSK1CGq3D7XdE7xP9wp2K4S/rtEurPSSxoyiu1zIBxKMZdimLj3sPgfDtJnfIdfvx43Oe2WvhNdLBgMKojjN5wmg6zqySdRO+D29mkuYTt62wSG5wO9///vDbtPa2srjjz/O/v372bFjBzfddBMvvPACjzzySHibdevWcfXVV/Pggw8yd+5cGhsbaWxspKurK7zN2rVr+etf/xqWTqxduxan08m1114LQHl5Ob/61a/Ytm0blZWVvPLKK1x99dUsWrSIqVMH3g2vra0tfPzQ4gn+Ph555BH+97//UVZWxp49e/jxj3/M+++/z5o1a47xDA6cQQe7//d//8eSJUu4/PLLycvLIy8vj8svv5wlS5bw+OOPA1BQUMDf/va3oRhvhBFM2KQ8LQrZLBQ0do8f+wFRER7v9oFkoskuimq2Wt5DBs51uoQLw1BnwULkzmO+FE2sqtLqaeWL5i/CgUFr8jTcW7aSHgwMaKqk2e4Jfw7JKKN71bBmM8Lpha7r/Vo0bT3QTpq3GXQNkz9AytyFdFWKL+Yxhu0o0emQNeuw+x0UufO5QCS8eH3/c+HVoy+Yi6J68SrRNOysZsoM4bcb3VUXvqbDRWrtHjRXpJPa6UhYlpNqQ7aI+3SXy8/eejuxATtezY+k6TRNjCG3U9QzjDF/ccztro+ElDKeC3UhHXtl37/7vGawmpB0DV2HgE/FbBHfHXqgV3MJ48lnP9abu+++G0378kD86aef5owzzmDhwoXs3buXDRs2MGfOnPDrf/nLXwgEAqxZs4aMjIzwctNNN4W3ueyyy3jggQe44447mDlzJnv27OGNN94IF62ZTCbeffddli9fTkFBAT/5yU9YtWpVH/uygbB06dI+Y8jIyODll1+GoCvET37yE6ZMmcLZZ5/Nzp07effdd1my5DglsnoxaM1udHQ0f/3rX3n44YepqKiAoI4kOronczd9+vTBHibCKUB4ujevV1BQ0U6WS0gYkrscdGTMQFVBivPTYW1gdkAmWdOGvjCtN7KCseB8llW/xn9jonmz8k2um/ZDdn9QS2tSIY5PXiN3xTnU79tFhqeRTyvbuWBqJpIiXBl8lXZ8Nd0YU23Hb4wRTkoCrW50dwAMMsYM8YXsVzU+r+ygsJeVnn3cLOQaBbfBwTK1GCZfCcfLW1Ix8JWcxTzQ+TG7uiuptleTG5uLJT2F5EAdTcpoSt/ey4zrhE432dfGZ2WNrJyZj2w1oCRZUCO63dOW3sVpIbYeaEPX4ayA0MTGu728HHeAaZ1nApCXrw6dJWQ/XJB/Po/Vv8xWRyWNzkbiFdHaXbZZUeweAkYbPo+KzWbF0yGaS3gDKhajAcnYk9nVdX1QsoPB8tRTTx2yLj8/H6/XG/75nHPO6WNnlpycfESZw4YNGwZ0/BtvvJEbb7wRTdOw2+19aq1ycnLYuHHjl77/y8jPzz+iDdstt9zCLbfccszHGAxDdreNjo5m6tSpTJ06tU+gGyFCCF9VqDitl79ub72uw03nGHHzrEvaDxIs72wF2XDcsgZhCi4MN5hYX7melDFRmMwSflMM9cWtZI4WgvuMYJFaiLCUIaLbPS0Ja9CzopEUcTvdVduF268yziOKLhM9fnY4RVapPbaEaT4vFKz8kr0OnuTJX2desDvg6+WvhdfnjRKzI9WVXmKSktGsscjo7Ni+N7yNKSJlOK0JXdPmXv66WyrEPa+gO6jXjY6mvsmDWbVhku2kzjxOsxRBsqd/i1luDzrwenFPRzXFZkMJ6XbdAYxmM0gSkq7jdIn1klEGCdB0UCNys9OVIQl2P//8c2655RYuv/xyLrnkkj5LhAgEn6pDAWHvm+j2XUXYNA8yEnEuDy0mUezwuWUjErDU5YL8M8ESd3wHOPpsZmsmElWVLl8X21q2kT9N2La0xE0k3uEGSSIu0M2Okprw2yJtg09vDqfXlXWVJI+wGcvKyae2QmyXZtqJZI6F/EXHd2CjzmalV0yNvlb633DGZcxyIV2w63G47V5ickSFdX1pT3OJcCe1SLB72qGrevg+3ac4LajX1Z2iQNeXG0tup6ityDPtQJ50/vEdWMoEviqJ741XS/7TI1EwGDAG56f9vqBMISh387h7dVIzhLK7J6eUYSRwww03EB0d3e9yww03DPfwjsigg91nn32WBQsWUFRUxEsvvYTf72fv3r28//77xMUd5wAlwojBV9cNqo4cbUQJenk2dnmgXhTHJLm9uGxZePwGMGo0xlQwUzeTrGow4TjfSAEMZpRxy4Q+GHiv6r2wK0Nr8jR8n28jISsPAGd1KV1uoWc0ZQcDgwYneuDkK4CIcHw5nF433dsECL1uzOx5mFvFtOsieZtoJHG89OchDCaWZJ+DVdOodjezq1UUeybMnkqUWxTKVW/cy5jJoqMbzVV4goFApEjt9MXf5ET3aUhmBUOKkGV1OH0UNdhJ8bbgR0NRNT7KaScnFOymtEB87nEf27KxX8WsaZR7Wynr7CmqNNjMIhDXIeDXMJhFkZrq65EGhHS7mi9yjz5W7r777kP8c0PL3XffPdzDOyKDDnbvueceHn74YV599VVMJhOPPvoo+/fv59JLLyU39/j/AUQYGYQlDHk9zSQ2V/S0CE7s6KY9fRoA7Ym1aLLK8vZge97jqdftzcQLWBq0IHuv+j2yJsYhyzpuawpN20rJnSQCg3RPI19UCRsnJdGCbDOAGvRzjHDaoPlU/A0iIAxJc4Ret51sd4/l2PbYWGRdwWVuZbpWd9wlDCFsky5icchS78BbAEiKQrJVjLl2Ww0FUwsBSPU0sqNaXNOmzEiR2ulK74c3SRb36a0HhOXYYk8JAIleP5tN7T2WYzPzTsjYYqZcGr6e3698O7xeieolZfCqWG0iSJcDPgKqCG5PZkeGkUJqaipjx47tdzna5hXDwaCD3fLy8rCnm8lkwul0IkkSN998M3/5y1+GYowRTgG8VYdKGD4paSbLLQzKkxxuOoPV6XttW4WEwemCtCknJGsAwLjlzPFpxKgabZ42irr3kjVafPHXddjIzBcG3pnBIjWCU2QRKcPpib/OARrIMSaUOJGp3VPXhcunMsFVCUByQGd3m/iCtln2ICmm468/DzF2KV9xCweIdypeR9PFF33GaPE32NQUIH3MWHRJJlp18fk+UXwk24zhTmqR7O7pRU9dxaH+unnOagDMsRay7cKFIdVQim3aCWoYlVLAhbKYIfmo9sOwlEGOiurx23X5sVjEtWvQA7i84vqXTEFHBp96xCKqCKcmgw52ExIS6O4WX/JZWVnsCRqUd3Z24nK5jvDuvtx7773Mnj2bmJgYUlNTueiii/r0bSZYqShJUp/lYL1IdXU1K1euxGazkZqays9+9jMCgcBgP2qEY0TX9T6Z3dC6oj37Mes+DEhE+aBdFhYoNfFFzJCiSFXVE5fVBTDHYBx9DucEswfrq9YzenYWAO1x40jwimneZF8r28p6OtEYsyPB7umIN3hNm/N6WqpuqWhH1lXifSJASBszFqlBXB/TDV/A6HOOi/F+v5hsLMg+kyhNo9nbwa4WIWXIPUtMP3fq8WgBCUOyuMbL9vQUqRkjhZenJf01/dkc1KD7vcKztSLDFdbr5saWQca0EzM4SWL++IuJVVW6Am58mmhUJSkKBoMIYP1eFdlgAFkEt66Qbjeo2Y0UqZ2+DDrYXbRoEevXix7s3/jGN7jpppu4/vrr+eY3v3nU3mkbN25kzZo1bNmyhfXr1+P3+1m+fDlOZ9/p4euvv56Ghobwcv/994dfU1WVlStX4vP5+OSTT3j66ad56qmnuOOOOwb7USMcI4FWN5rTDwYpXPxS0+7G1CKs6pLcPjrjJ6Aj4YmyY7e0sbQj2JWv4ATodXtTsJIlwYe096rfI3O8yCTYY0eh7yvBEp+IgkZTeWlY4xjO7EYCg9OKnge4ntqErQfahL8uOia/SsuETBJdmQDMVHaeMAlDCPPEr4Wnft8OTv0mz5mMxdsOkkzNxr1kjBMe0t3VZWjB5ighLbqvJpLZPV1QHb6wX7g5mNltdXgpaXKQ56hFlcAYUFmf3UJ2p7hm8ibFwQm08jJOvjgsNXP7e7zNjVYT6DqaDlpARzKKmZZQcwlJlsIWZJovUqR2OjLoYPePf/wjl19+OQC/+MUvWLt2LU1NTaxatYonnnjiqPb11ltvsXr1aiZPnsy0adN46qmnqK6uZtu2bX22s9lspKenh5feXnHvvPMO+/bt41//+hfTp0/nvPPO41e/+hWPPfZYpGXxMBEOCrJjwk/Yn5T36HWT2rtoTxHawbKYnQCc290JMRmQcYI9msefx0K3F6um0eBsoN5QicWkoSkmGnbWkFsgMhop7np21nQGP5cIDAItbjR3ZAbhdEDX9R4/0qBvdEDV+OxAe3i6N9HpZmuoEM1chVXuPjHFlr0Zt4zlTvGF/86BN9F0Teh2zWLsNZ9XMWm6cGhIcDZQ3hLUIAczu/7IA9xpg6+qVzMJmxGCPugAZ3vEDGu8qqIoozCrNiySndS5C07sINMmsyLoyuBR3WFJghIdhRLM9Pq8AcxBKYPm79VcIiRliOh2T0sGHewmJiaSmSkyF7Is8/Of/5xXXnmFBx98kISEwZlMh1rdJSYm9ln/73//m+TkZAoLC7ntttv6yCU2b97MlClTwl1BAFasWIHdbmfv3r1EOPF4K0PTvb30uqVNZHpE28lEh5v2VNGOsDp+H+OVaLICQQnDiTYAj0nDknUGZwY9St+reY/MMUGNY5tMxuhxAGR4GvksqNtVok0oiUGNYyQ4OC0QsxWimUSooGtPvR2nT6UgpNdVTLS1isrwPNMOyJkL0Se4kMOWyIK0GULK4GkLSxky8kUw21TvI2dCUH/pbeGzcjGjYsyMBinY4tseSRKcDoRlOfm9/XWFHCfVJRITnjg9LGHIse5FHnXmiR2kJDFn7EpiNRVN13H5xXe/3Mdv1x8uUhPNJYJFaqHmEpHM7mnJoDuoKYpCQ0PDIdV4bW1tpKamoqrHdmFpmsaPf/xjFi5cSGFhYXj9FVdcQV5eHpmZmezatYtbb72V4uJiXnzxRQAaGxv7BLpA+OfGxsZ+j+X1evt0MLHbxR+93+/H7z/+1cihY5yIYw0H3krx0KJkR+H3+9F1nZI9e8nTAxglGVmKxy3HoMkq9bFlXGcX01OBsSvQh/CcDPQ8y+O/wrKtD7A+ysb6yvWcXfg1KoocdMSMZnwwK5DubWRLeSvfOysfAENWFGq7B09VF0r+6d1U5VS/ngHcFcK5wJgVRUBXwa/ycWkzsq4SEwi+lp9GRqd4OJpm2IY6fhXaMFzPhnHns3j7g7wWHcWbFW8yOWEymfPGQGUnHVo8pqhYdEs0isfBzh17+MbsXJBBSbGiNrtxV3ViLji9O6mdDte094CYqQrdpwE2l7diUH14VOEz/nlGK7kd4uEoJ0/Fr0twgq9pafwFzK8Rnb4cfgcJWgJIEgZFxwf4PCpRCSLYVXQVh9uLSbFAr05qR2rPe6oTynbruj4izoWmie53fr8fRVH6vDbQv8lBB7uHq2z0er2YTMfuJblmzRr27NnDRx991Gf9d7/73fD/p0yZQkZGBkuWLKG8vJwxY8Yc07Huvfde7rrrrkPWv/POO9hsJ64FbEj7fCqh+CWmt4ovyg3FW1ArdBpdENNeBcGsbkeiuHk2xJQTUHws7mwmIFt4s8iBVvzGkI/pSOc52hPFWS43Rl2nqruKrc4PgDzscaOpe+9VUAxYVB/l+0t49fVmFAlS7WZyiKJ2Wznlzp1DPuaRyKl4PYfILbeRgoUafzNb3hDX8mtFco9eN6CyNRpi7XHokpdMUxEfNEThfOPEX89Wn4XlThevRUfxeskrFDQWIGlg9Mn4TTG8/efn0GOTkDwO6or2EBpinh5FMmb2bdhBQ4X7S49xunCqXtOSCtNrE5CR+PjANnwNGnYflLUYmN5VjC5JWHwBinKsTNudDUCnNcAbx+F65kjnWdeY65XwAg5fN11dXUiShKKIWETTwG53oMsKkqbi6HZg0HyggxUFSdPp7rSjH6du3V/GD37wA5555hnuuOMObr755vD6119/nW9961t0dHTw0UcfceGFF1JZWRnuVfDSSy/x0EMPUV5eTlJSEtdffz0/+tGPwu9/9dVX+fvf/87u3bvx+XwUFBRw6623HlI39de//pU//OEPNDc3U1hYyH333cesWT3d7y644AI+/vjjPu9ZvXo1Dz/88BE/W3V1NdOm9V+s+M477zB7tmhP7vV6uf/++3n++edpbm4mLS2NW265hW9961uH3bfP58PtdrNp06ZDzAYGaoRwzMHu73//ewhaL/3tb3/r0yJYVVU2bdpEQUHBMe37xhtv5LXXXmPTpk1kZ2d/6bZz584FoKysjDFjxpCens6nn37aZ5umJlE5n56e3u8+brvtNtauXRv+2W63k5OTw/Lly/vogY8Xfr+f9evXs2zZMoxG43E/3onEu7+Dzs+LUZItrPiacFb455Zqsj2vA5DcYac9S/jXVsXvI1W2MsnnRy/4Cl+54GtDOpajOc+Gx//GfHcnm2xWApPcWD5T8fiMRDkt5EycTM2enaS4G8ifvpIpWXH4qrrp+NteEv1RjD/vrGHtvz7cnMrXc4jW3+9Exc2Ec6YxbWIiAVXj/237gJndwr4r0eFmX2wqhXZIMO9DTh3L2RdfO6RjOJrzrP7t70RpnXTJDnLm5DAtZRqvvLOORmJI9MYy+6wz2fbfKmIcjcxZdBPJ0WZcWxvpfq2SfFs6M86fOKRjH2mc6te0r9JOx6f7kKONLLl4BZIk8cbuRti2i3lu0SLYKqukuURiIsVYxhnf/NGQd7Yc6Hl2v/MF2wANHYPNQJQxCk2W8bb60RQjVrONgMWN6nIgaWr4e1z1udH9GtGWKCSLctj9Hy+MRiMWi4Xf//73/OhHPwpLPa1WKwCxsbHhBFtMTAyxsbG8+eabfPe73+XRRx9l+fLlFBUV8b3vfY+EhATWrFkDwS62X/nKV/jtb39LfHw8Tz31FN/85jfZvHkzM2bMAOC5557j9ttv509/+hNz5szhwQcf5Otf/zpFRUXhmXmDwcB3vvOdPsk/m802oDgoFAO+8847TA41qwmSlJQU/n1edNFFNDc388QTTzB27FgaGhrQNO1Lj+HxeLBarSxatChsLRciNBN/JI452A1F+rqu8/jjj/dJLZtMJvLz83n88cePap+6rvPDH/6Ql156iQ0bNjBq1KgjvmfHjh0AZGRkADB//nx+85vf0NzcHP4Frl+/ntjYWCZNmtTvPsxmM+Zg15XeGI3GE3pjO9HHOxG46oSThjk/LvzZPi1vZrRHSEoSnH4OJIyHoOXYcm8ACZAmXoB8nM7FgM7zxAtYuuMvbLJZ+aDufa4bM4uKIifNrTI5F06iZs9OMt31fFFjZ2Z+MkpuHB0yaA4/slvHEHecO2SNAE7F6xlAc/lRW4LeuWMSUYxG9jZ24vSpjA/qdeNtVuK6hS/zJOMXSAUrj9u5GMh5Nk68kMV7/8Jr0VG8V/seZ2SeQWZeFI1V0FznZf7Xp7Htv5DubWJHbTfnTYnGmhdPNxCoc2IwGE7rB7gQp+o17a4T2TFzfmx4RvazaiFriPU245agIc7R0yI4tQVjTPJxG8+RzrM6bgnWDjF9bffZiTHHIEVFoTQ3oSlG/O4AVqsVh8uBFPCh6WBQZDSTgu7X0P0aiu3E/x4lSWLp0qWUlZVx3333hZ2kZFkO/3vw///9739z0UUX8YMf/ACAsWPHUllZyf3338+NN96IJEk8+uijfY5z77338sorr/D666+HM7ePPPII119/Pddddx2apvHQQw+xfv16nnrqKX7+85+H3xsVFRWuwzoaQuNOSUk57PvfeustNm3aREVFRbgWa/To0QPatyRJ/V4XA/17POZE/oEDBzhw4ABnn302O3fuDP984MABiouLefvtt8NZ14GyZs0a/vWvf7Fu3TpiYmJobGyksbERd9Arr7y8nF/96lds27aNyspKXnnlFa6++moWLVrE1KmiwGn58uVMmjSJq666ip07d/L2229z++23s2bNmn4D2gjHl4OL01RN58C+fShomGUFnzUXTTLgMtvpsDayuK0OJEW0VB1OCi5gscuNousUdxQTVRBsnRkzmhRFXEdZngY+DRZwyCYFY1oUAP6I3+4pjTfoRWpItqJEiRvtloo2FC2ATRX6dEdWFBl2IavKM++ACSfWcuwQJpzP8mAr7Hcq30bTNXLmjwWgTU0gJXdUuLnEF/uEJaAxIwoUCc0VQO3wfunuI4xsfMH7tCm/J1O7paIdm9+JGzFtvCPfQ26nmK3Nm9b/LOkJI2sWFsTDl91nR9VUAn4/BDz4fR6cXd3IMgR8XiSvg65uJ36Ph4Dmw+/14Av+PBTL0TapUBSFe+65hz/84Q/U1tYecXuv13tINtNqtVJbW0tVVVW/79E0je7u7nBA6fP52LZtG0uXLg1vI8syS5YsYfPmzX3e+2UGAIPllVde4YwzzuD+++8nKyuL8ePH89Of/jQc4x1PBq3Z/eCDD4ZmJMCf//xnCDaO6M2TTz7J6tWrMZlMvPvuuzzyyCM4nU5ycnJYtWoVt99+e3hbRVF47bXX+P73v8/8+fOJiorimmuuGRG9m0819ICGrzZoZRSs8C1qsJPQKf5AU1xeOhLFU2dV3F6iFCOz3R7IPwtsiV+y5xNA5kzibamc4fGy1Wqh1LYDyMIeNwprTQmywYgt4Ka4pBxdPyPcSc3f4MRX04218PhlPSIMLwc3SCEY7GZ4GkACsz/A5/FW8ltNGJQ2EuL8kDljGEcMpE9hgTFFuDK4W9jVsospCwtR/v0OqmKheWsJ5vQcfA1VVBbtBRYiGWSM6VH46xz4arsxJFoGcKAIIw1d03s1SBHXdEu3l7JmB+e07QJJwubz0xWfg7HeKizH5p89vINWjJgMFiRdR9M1uhztPHn90MqEBsqPnv4PRsvR/W1cfPHFTJ8+nTvvvPOIFq0rVqzg5ptvZvXq1SxevJiysjIefPBBABoaGsjPzz/kPQ888AAOh4NLL70UgNbWVlRV7bd4v3fjriMZAAyEBQsWhLO8IRwOEQdUVFTw0UcfYbFYeOmll2htbeUHP/gBbW1tPPnkkwM+xrFwTMFub33rkXjooYcGvO2RnpBycnLYuHHjEfeTl5d33ITzEQaOr94BAQ05yoAhWWiSevvrJrS0UzdWaHtq4os4UzVighPvRdofsgwTzmNJyQtstVrY1P0ui0zfwuMz0rSjlszxBdTu201MRzVlzQ7GpcVgyonB+WljpJPaKY7voMAg5K+70F4CQJLTy25FtLgebdqBNOEr4noaTiQJc8H5LK54gdeio3i78m2mp04nSemgmQxqNpeRO2ESZQ1V+OsP4PGrWIwKpuzoYLDrwDY1ZXg/Q4TjQqDFhe4OIBlljJlidipkOTbVU4kO6AYPOV0zAciJLUdOuWhYxwwgGW1EaTrdQLdvYLrNk4n77ruPc889l5/+9Kdfut31119PeXk5F1xwAX6/n9jYWG666SZ++ctfHhJUAqxbt4677rqL//3vf4e4ZB2JoTAAeO6555g4sX+Nv6ZpSJLEv//973Dx3UMPPcTXv/51/vSnP4W1y8eDYwp2t2/fPqDtIhqv05vw1FhubE871eJ6CrwtAET7TLhs6eho1MaV8N1WEQSf8K5ph6PgAs7e+Q/uAXa07mBV3neoKfXT2KyTvWIitft2k+Wp59PK9nCwC+Crc6BrOpIcuf5PNXRVCz/MhJpJhPx1R7trALDEGsnsFtO9+aYdUPCjL9njCaRgJct3P81r0VGsr1rPLbNvIT3bSnMtNFa7mXTOFMo2vEmqu5FdtV3MGZWIKTsG59bGSHOJU5iQ1MyUE4OkiOBpS0Ub6DqmQCdeBSpTnOR3BPW6404SOaDBTIzupxtw4uXGp55H0nQ6qloIGG3Yogz4VCd+Rxceg43c7AwkScLf7EL3qyiJFhTr4HW7hmOURy5atIgVK1Zw2223sXr16sNuJ0kS9913H/fccw+NjY2kpKTw3nvvQT9612effZbvfOc7vPDCC30kC8nJySiKEi7WD9HU1HTYwn36MQAYCDk5OYwdO7bf1zIyMsjKygoHugATJ05E13Vqa2sZN27cgI5xLBxTsDuU0oUIpy7eg6Z7/apGbdE+JqNhVYy4o0VhWlN0FZrBy1kuJ6ROhoRDp2WGhVFnkSnbGOfzUWoy4czvhlILHdGjGWcSGt5MTz2fVrRx5dw8DKk2JJOM7lUJtLjCGt4Ipw7+Bie6X0OyGjCkiGtgS0UbZtWLUXeDBOVpMsmuLEAjO6oERi0a7mELchewQDNj1TSaXE0UtReRM3cUu2o7aA3Ekz5afEEl+9r4rKyROaMSMWZHHuBOdcKynIOaSWS4m/AqIGk6e0aZWFmeDWjkLBhmSU4IScZijMKgewlI4FNUYqwx2KxduGULuqYTGx9Hl8+DWZbRDCYsRgUpBjSnH1k2YbAMb+D+29/+lunTpzNhwoQjbqsoCllZWQA888wzzJ8/n5SUntmWZ555hm9/+9s8++yzrFzZt0bAZDIxa9Ys3nvvPS66SGTlNU3j/fff58YbbzzsMQ82ABgsCxcu5IUXXsDhcITdG0pKSpBl+YjOW4NlSOfWamtrByS4jnDqo+t6z3Rv8Ca6q7aTZIfIfqU43bQniuxXbXwxs2QbsZp+8mR1EZkDxi3lnGAv9l2mrQDY40Zhq2tGUgxEqy72Fh9A10UgYMwSf8ARKcOpSVjbmBsTDvy2VLSR664BCaI8PsrixRdDkrEC6/g5YDx+U3NHhWLAPP4rLAx2B9xQs4HsswqRNT9+YzTukiakqDgUNPbv3geAMdWGZAw+wLVGvHZPRQ4uIm7u9lDe4mRum/ALj/J7sRHssmeqxDbh6ArPjyeSOYbYYFMEe1DKYLSIHF5ABaNZaGmNmh+nVxTaSaaTp5PalClTuPLKK8NWrv3R2trK448/zv79+9mxYwc33XQTL7zwAo888kh4m3Xr1nH11Vfz4IMPMnfu3HBxf6gLLUH56V//+leefvppioqKWLt2LU6nk2uvFVrngRgADIS2trbw8UOLxyPuOVdccQVJSUlce+217Nu3j02bNvGzn/2Mb3/728dVwsBQBLuapnH33XcTFxdHXl4eeXl5xMfH86tf/WpEdOaIcHxQ2z1oDj8oEqYskR36pKyNbLeQKsQ3tdOREAx244pZ3BacXjkZ9Lq9mbCSRcFgd6N9PRajiiYbadpRQ9oYMeViajlAbYfYxpQjvjAiwe6pycFZsJBet7BTFHkken1YCFasm3acfNdzwcrww9uGmg8wWIwkyMJiqmZzKSljRIap/UAJmqYjKZJoHRxphX1Konb7UNs9IPXMwG2tEG3QR/vqAei2OsnvFMFubrYLlEHXtQ8d5mhigrU+3d5udF3HGGND0jVAQtflsF4+VPEvGYVNqu7XjtpJ4Xhw9913HzFWevrppznjjDNYuHAhe/fuZcOGDcyZMyf8+l/+8hcCgQBr1qwhIyMjvNx0003hbS677DIeeOAB7rjjDmbOnMmePXt44403wkVrIQOA5cuXU1BQwE9+8hNWrVrFq6++elSfZ+nSpX3GkJGRwcsvvwxBL97169fT2dnJGWecwZVXXsmFF174pcH+UDHoq/YXv/gFTzzxBL/97W9ZuHAhAB999BG//OUv8Xg8/OY3vxmKcUYYYYSCPWNmdLgn+SdFNczyCb2uWY/Hb4zGp3hojq5kcV0nxGQOf9X6wYxbyhSfSqKq0k43UVkqnkqFxiadvHMn01hSJHS7B9rJSbRhygkFBo7hHnmE40A42M0VgUFIr5vpE04M7jidrC4R7OaadsL4k8wFZsy5nOVVkXWdovb9NDobScsy0VYHDRXdjL+gkOZdnxLvqKei1cHY1BhM2dH4quz4ax0wM20AB4kwUghldY1pUcjBjOjmijZkLYCGG5AozfIxuVM8BOXNzBvW8R6CbMBmiELGg6qruANurDYbitpCwGDF5/ShmMyoHjcBr7DPk4wySICmg6qD4cRJc5566qlD1uXn5+P19lj7nXPOOX2C8OTk5EPswQ5mw4YNAzr+jTfeyI033oimadjt9j6NHAZqAHA48vPzB/TwUFBQMCydCAed2X366af529/+xve//32mTp3K1KlT+cEPfsBf//rXfn+xEU4PfEEvUnOwaMvhDdBaWoQERBlMOONEQFAXW8oYo5XMgAoTzoOTrajRmoCSO5+zgtmw+kyR7eiIzifFLKZdMt31fFYpsiGhIjWh7Rz+abIIQ0eg04Pa5QO55/e8paKN6EA3suQHXWdfqgWbPwZFcpM+Og6iTjILOnM0ifmLmBb8ct1Qs4GcuaLIpdUfR/ZYMVuR7mnkswPBazqk241kdk85fJVimvtgvW5hZwmqLGEKqNRmZKKoViyyndQFw2w51g+yNY4YLZjd9XUjyTIGWfzsd/sxh2zBAj4CQTeAUHZXOwmkDBFODIMOdtvb2/ttC1xQUEB7e/tgdx9hhOINVaznii/KrRVtZLiCel2Hm/YEUdlbG1fMWd1BXdHJpNftzYTzODsY7G6R3wegK3YUtso6kBViVQe794s2sUqcGTnaCJqOr945rMOOMLSEsrrGzGhkk/iy3FLRxhiH+N3Hu7x0BqU52aa9KJNWDONov4QJ5/WSMmwgZ+FE0DU85kSUJie6rGDTPOzYJ9rEGrODsxX1TnQ1Ik07lfAeVFfRbPdQ0eJkWlcRAAbVRbqrEICcxHpkW/wwjvYwmOOIOZxuN6BjDmpBjZofdzC4Dc026v7I9TxQbrjhBqKjo/tdbrjhhuEe3hEZdLA7bdo0/vjHPx6y/o9//CPTpk0b7O4jjED0gIa/PthMIpgB+7CkhXyXaCYR39ROV5ywMamN389ZXW1gihHNJE5GJpzHArcHg65TFNiJ2RRAl400fVFDSr74HGp9GS3d3nBzCSK63VMOX1VwtiK3r153Upfw143WAiR6RbCbczLqdUOM7wl2tzZsxW/0ESeLIKHuk1Kis4QbSl1xMOBJsiJZFAho+JuGrptShOFF86k99+mgXndLMJufqrYC0JLgYWyH0OvmTYw77L6GFYOJaMWMBPhUH96AF2OMCHA1ZGRFtD9WdBWnR7QYloIPqydDkdpI4e6772bHjh39LiOhadegNbv3338/K1eu5N1332X+/PkAbN68mZqamkhjh9MUX70DVB05yoAS7Lq0fVcRiwLdSLKCQclClw10m9pRrR1Ma/TC5POF+8HJSNIYohLHMtvTyWarFT3TAZXxNHUYyF0ympaKErI8DXxW2c75UzIwZcfgKWqPTPueYnhDU77BwGB3XRdOb4BktQ0kaIr3hVsE56a1Q/Lx84wcFLEZjEqZQp6/kSojfFL/CemZJrqCut3RZxayu6YcpbWa5m4PqTEWTNkxeMs68dV0YwoWrEUY2fhqukEDJc6EEi/uvVsq2ojyO/HJKiBRlGvgzCZho5d71snjwnAwiiUOm7sVpyzT7e8myZaI3NyOppgIuP1IigFdDeBxuyHe1pPZ9YkitUhPgCOTmpp61E0qTiYGndk9++yzKS4u5uKLL6azs5POzk4uueQSiouLOeuskzRTF+G4EtLrmnJEM4naDhfGOpElSjPb6IoPShjii5kf0DEiXA9OaiZ8JSxlKIkXn6UjfjzJwVmwzGCRGr11u5HM7imD5gngbxCyFPMoEex+VNpKor8dJA1Z06jISEfRDUTLLcRPmT3MI/5ypAkr+0gZsmeLbG6rL5a8oG43w9sYrswPz1ZUR67pUwXfgZ6Ht1Cwt7m8jTltO0GSiPL6CESJmYpUax3W3P4bBZwU9JIydPvsSLKMURY/+12+cDtfzedF0/VgkZoEuh6RMpwmDInPblZWFr/5zW/473//y3//+19+/etfk5mZORS7jjACCXeYCn5BflTayihXJQBprR20hy3H9nNWRzPIBhi3bBhHPAAmnN9Ltyu619hj8rFW1IEkER+w80WR+IymoMYx0OZBdfqHcdARhgpvlR10UJIsKLEiC/ZhWSsT7aUAJDo9+GxiujfHvBOp4LxhHe8R6aXb3VS7kYy5owBwRmUS1SWK15J87XxaLHzTQwVMoex2hJGPNxjsmkcLeUJNu4sDrU7GOYRW229wkdclEhO5eSd5QGi0EiOJiWqX301AC2AwC6mC369jsYkGMEbNh9uniiK1k8hvN8LxZ9DB7tixY/nlL39JaWnp0IwowojHd1Bx2ie7D5DmbQYgpr4LZ3RWuEXwQrcH8haC9SQsfOhN9hyyjbGM9fnoNLdgtPjQZYXmXQ0k5YpAwVNTQku3F9lmxJAqNGOhlskRRja+A6FCHhEYOLwBvqjqYHx3BQAGxU+6M6jXjS6F7DlfsreTgLTJTLekEaeqdPnslHqLiJZF5rr1i1pMSenI6JTv3g0hnbIEapsH1e4b5sFHGCx6QOtxzBklrulNpS2g60Qh1tekeMgNWo7lzj5JJTkhJAmTJRaL3uPKYArqdlUUjCaR2TVoAZxekYCQg8Gw7o0Eu6cDgw5216xZw+uvv86ECROYPXs2jz76KI2NjUMzuggjDtURNCkPWhapmk7d7i+QgJjYRJwxokVwS1Qtowx+UlX15C3k6Y1igHHLw9ndzjTRBKNVTyEnJxeALE+96Cnf6wsklD2JMLIJZ8FGhYz329DUANG6WF+VqJHkyhQtgiennVzG+/0hSRgmnM8iV083tbQMIwANFV2MniqKi5XGMlodXmSrAWO6aH/trYpc0yMdX50D3a8hRxkwpIqs56aSFrJd9QQUCVnTKM9NR1GjMMku0mafvHrdMH2kDN0YoqxImghkVW8AZAUJHXfwHh4qUtN8J3nWOsKQMOhg9+abb+azzz5j//79nH/++Tz22GPk5OSwfPly/vGPfwzNKCOMGEJZXUOqFdlqYHddF+ldYlosTzH1tRzrClrTTfjK8A34aBjfo9vdaRWtgzvix5PsEW0oc9x1fFIeCXZPNXS/Gi42DP1ePyxtJd3TCBIYAyr1GSLzlWKowFp47rCOd8BMOI9zXMJd4YOa98meJR7aWr2xjJ4QtFDz1PfodoNShlCWO8LIJXRfMuXHIUkSflXjk7I2ZrftAsDm8xCjint1TnIrssk4rOMdEOZoYoI9DZx+Bzo6BlkEu35nj25X9XpEUVow2EXV0AORgPdUZ0g0uwDjx4/nrrvuoqSkhA8//JCWlpZwz+UIpw+9i9MANu2rI8ctdH+JZQfoSAzqdeP3c6bLBamTISF/GEd8FIxdwlS/RoKqUm4TXwrdMbmYS6tBVogL2Nm5rwx6BUX+egdaMBiOMDLx1XQLd5EYU9hd5MPSFqZ17gMgyenGoAQDA8suGLtkWMc7YPIWslAzYdR1qrtroEB8+XfH5BLXLXS7yb42Pi0SloEhCUfImzXCyMUXnqkQv9OdNZ10ewPkeEXTHIfNzbjOoF53ctIwjvQokGQsphiMuo6m6zj9ToxBXa7fr4V1uwbNj8evIslSr+xuRMpwqjNkwS7Ap59+yo9//GMuvvhiSkpK+MY3vjGUu48wAji4OG3PZ9sw6gEUWwx6B/hMsfhlL86YaqZ6vaJr2kjBEoeSfybnuNw4zV3oVidIMi2ldtJGi8yeVF9GfacbJc6MkmQBvaclZ4SRiTek1x0lqtbrO92UtzjJd1eL1y0esuxC25iTq4HlJPUjPRjFSNTYZcxxCynDZseHWGQvumygbVsV5tQsACp2iwe7UOOByAPcyEbX9PA9KazXLWnBqPpAEQ85ZVk6cQ6R6c856yTXn/dCsvSVMpiig9lcXcFkFv83an6cXnH9hovUTpBud/Xq1UiSxG9/+9s+619++eWwI8aGDRuQJInOzs7w688//zzTp0/HZrORl5fH7373uz7vf/HFF1m2bBkpKSnExsYyf/583n777UOO/9hjj5Gfn4/NZmPp0qV8+umnfV4/55xzRPFer2WgDSMqKysPeW9o2bJlS5/Pf/AyefLkoziLx8agg92SkhLuvPNOxo8fz8KFCykqKuK+++6jqamJZ599dmhGGWFEoGt6n+I0hzdAoGoPALnxyXQEJQwNseXM8ziEyfNI0Ov2Zvx5LHWKqd/KhGIAOmx55CQL/8EcTy2bD5Iy+CJShhFNyIEg9Pv8qLSVWH8XBsmHpOuUZcZg88dikDxkzJo6zKM9Siacx7lBac571e+Sli60xg1lXYyZOh0AubGcNodXPMAlige4iAXZyMVf70D3qkgWBWOG0GFvLG1lZvtudEnC6vXTkjwWCZkEaysxmWnDPeSBY4klJlikZvfaMURZhL2YJAvXBVnuV7d7Ih0ZLBYL9913Hx0dHQPa/s033+TKK6/khhtuYM+ePfzpT3/i4Ycf7tPMa9OmTSxbtow33niDbdu2sXjxYi688EK2b98e3ua5555j7dq13HnnnXz++ecUFhZy3nnn0dzc3Od4119/PQ0NDeHl/vvvP6rP9+677/Z5f0NDA7NmzQLg0Ucf7bO+pqaGxMTEE5IYHXSwW1BQwFtvvcWaNWuora3l7bff5uqrryY6OmI8froRaHGJm6hRxpgWxeayFvKcwo4ru8tOW2Ivva6zG6LTIXPGMI/6KJnwFeZ6PNg0jbIokfHqSJhAUpf48s921/FJWQtEdLunBLqqh9sEm/J7qtYndAu5SoLTQ1uykOZkGveiTDxJWwQfjrFLOdctgva9bXuJLRSuKK3+OEaPFb6qOZ66sIe0OS9iQTbS8fZyFpFkiQ6nj121nRTa9wMgSU6yncJGL2g0M3KQDdgMNhR0VF3FFXBhkEQg63N4MJiFQ0MgqNsNOzL4NXRNPyFDXLp0Kenp6dx7770D2v6f//wnF110ETfccAOjR49m5cqV3Hbbbdx3333owcD+kUce4ZZbbmH27NmMGzeOe+65h3HjxvHqq6+G9/PQQw9x/fXXc+211zJp0iQeeughbDYbf//73/scz2azkZ6eHl5iY2OP6vMlJSX1eX96ejpGo9B8x8XF9Vn/+eef09HRcUIkr4MOdouLi9m6dSs33XQTaWkj6AkwwpATyuoas6KRFIlPtu4kWnWhG0xYdhbTGS+m+qsS9rHQ5RaFafKQKmmOPwn5mFOnsMjlpj5WBDyO6GzkXWXIJgtWzcO+PfvRdb0ns1vriGjCRij+ege6T0OyGDCm2dA0nY/LWplkF1l9m+YhIdgiODepARJHWHRgjSc5dwGzPMHp60RhIWmPHUV8lwtdkkjwd7J1zwEATEE3ioil3sjlYGeRj8paQdOIRvxOa1Ld5HcIWU7enInDONKBo+s6mk8V91k5hhivCj6dLkcnBkkUmfqdAcwGM7pfQ/F48Lr86KqOruvofhXV4Qvv42iWUMA5UBRF4Z577uEPf/gDtbW1R9ze6/ViCRbXhbBardTW1lJVVdXvezRNo7u7m8TERAB8Ph/btm1j6dKl4W1kWWbJkiVs3ry5z3v//e9/k5ycTGFhIbfddhsu1/FrEf7EE0+wdOlS8vLyjtsxQgzaH2fcuJPcfy/CCaNHwiBuog27P2cckJCaQ2elEV020GVuJcvQRLKmjTwJQ4jCi1my5QHeiu7GaW0hyp1CSzNkL59A9d6dWFrKqWpzkZ8chRJvRu304quyYxmXMNwjj3CUhCUM+bFIssSe2i4cDiexWhdIUJ3kDrcIzikcoQ/7E7/Ksk2f87nVwvvON1kkXYXfYKHts31Y03PxNFRRuWcnsCBcpOar6UYPaEiGEfawepqjazq+UNvrsLNIC6MdlWiycBbZNyqRrMoEDJKPjJkjJNj1a9Tf8UmfdXGATgehx7Le7X1koJUjB5oDIfPuBT3ODgPk4osvZvr06dx555088cQTX7rtihUruPnmm1m9ejWLFy+mrKyMBx98EICGhgby8w8t8H7ggQdwOBxceumlALS2tqKq6iEJybS0NIqLi8M/X3HFFeTl5ZGZmcmuXbu49dZbKS4u5sUXXxzwZ1uwYAHyQUksh8NxyHb19fW8+eabrFu3bsD7HgyRO1WEIaPHiSGGmnYX8a0i8zneZKQtSQjQqxP2cqbDDkYbjFo0rOM9ZiZfzJkuN0ZdpyIu2Do4YTyZVqF/y/FELMhOFXqK04KBQVkLea5qkCDK46MiJx+DbiJKbiPhjBF6PU/6GkvdIrO7s3UHCakiU9VQ0smYaT263XanD0OKFdlmQPdr+OoP/QKLcHITaHahuQJIJhlTVjS6rrOppJXZ7TsBiPK5iNZFgJuZasdgOsn9okcw9913H08//TRFRUVfut3111/PjTfeyAUXXIDJZGLevHlcfvnlEMzOHsy6deu46667eP7550lNTT2qMX33u99lxYoVTJkyhSuvvJJ//OMfvPTSS5SXlw94H8899xw7duzos/TH008/TXx8PBdddNFRjfFYiVzJEYYEzafibxQdmMy5MazfWkSKrxUdieTSCooTrwSgOn4fN7lcMGYFGK3DPOpjJHE00enTmO+uoya2lCmNi+iMH8/4OuG9m+lp4JOSRq6Ym4t5VByu7c2RYHcE0jcLJmYrPixpZUqX+HJKcrrRzGcAkGPbj5RzyTCOdhBEJZOat4gZrt1st1jozu2GpkTatERmZOewF8gO6na/UpiOKT8Oz742fJV20Vktwogh7K+bF4ukyJQ0ddPY5SbV34yuQEu8k4ntQVnO5JRhHu3AkYwymXcv6FnhaKXB3UinpBBvicfUbkNDItrow6n7UD0uvKYYcrPT0PwqarNLNFrJiAq7IhzNsY+FRYsWsWLFCm677TZWr159+P1LEvfddx/33HMPjY2NpKSk8N57omX96NGj+2z77LPP8p3vfIcXXnihj2QhOTkZRVFoamrqs31TUxPp6emHPfbcuaKZSFlZGWPGjBnQ58rJyWFsUO9/OHRd5+9//ztXXXUVJpNpQPsdLJHMboQhwV/rAB2UWBNKnJmdn34OgCEpE0dVF15LAgHJhxRzgAKff2RZjvVH4SUscbqojy1DR8cZlUHgi2KMMXEY9QDle/ai6zqm0b2mff0R4/KRRKAlmAUzypgyo3H5AnxR2UamtwGArignmfZgi+BRCshHN5V5UlG4imVOUaG+zSxsgjrjxhBT14guycQFutm6S+h5QxZkkQe4kUdYr5vfYzmW7G1FVzRkTWPHaJ14hwhqcheOnOJhSZKQTUrPEpdInAyYJLp1B6YoBcmo4Fd1rHFRSEYZWfKjKhKKzYhkNiAZ5EP3M4DlaIPj3vz2t7/l1VdfPUQ32x+KopCVlYXJZOKZZ55h/vz5pKT0PJA888wzXHvttTzzzDOsXLmyz3tNJhOzZs0KB8kEdb3vv/8+8+fPP+wxQ1nZjIyMY/yE/bNx40bKysq47rrrhnS/X0Yk2I0wJPhqghXrOTG4fAHclaKyNz8hkdaghKEurpQljhYkJBg/QrqmHY5JF3GOy43f4KTNVgdAOynkBcuX4zoOUNLkwJBkQY4xQUAPn6MII4OQhMGUG4NkkNl6oJ0EVyOypGIIqBTnGkl2ZQOQPef4+0QeVwpWstQjVI0f+99DkTX8phhaP9mLNUtc09V7hPtIuJNalf2EVbBHGDy6rvcEu8GH8I0lLcwJShjiXW4c8WNANxJjcRCfOUL8ovtDMRJl7HFlwCoC0gBGzEaRSTTqwm9XknqaS5wov90QIbnA73//+8Nu09rayuOPP87+/fvZsWMHN910Ey+88AKPPPJIeJt169Zx9dVX8+CDDzJ37lwaGxtpbGykq6vngXTt2rX89a9/DUsn1q5di9PpDDshlJeX86tf/Ypt27ZRWVnJK6+8wtVXX82iRYuYOnXgloptbW3h44cWj8fTZ5snnniCuXPnUlhYeJRn7Ng5JhnD2rVrB7ztQw89dCyHiDDC8JT3TI99XNpKhkuI/3Mc3RQlij+U6oR9XOV0Qc5ciEoe1vEOmoQ8EjNmMtNTTV1cKcmubNrjJ5AZcFMW9Nv9pLyVCekxmEfF4t7ViveAHfPo+OEeeYQB4j1wqL/uhG6R3UzpdrE9ZTL59ZBsrMA25dJhHeugscaTMWoJU+yfs9sChhQnalMM9dU+xl5ayJ7acuSmcjpdPuIyo5GMMporQKDVjTHVNtyjjzAAAq1utG4/GCRM2TF4/CqfHmjnOlcVKOC0uJjSGbQcGy0PKmN5MiBZE4l11NGhKDhlJwai0BQjeHwgSUi6jsvlJt5mQjYrqJ7ACfXbDXH33Xfz3HPPfek2Tz/9ND/96U/RdZ358+ezYcMG5szpafbxl7/8hUAgwJo1a1izZk14/TXXXMNTTz0FwGWXXUZLSwt33HEHjY2NTJkyhTfeeCNctGYymXj33Xd55JFHcDqd5OTksGrVKm6//faj+jy95RMhnnnmmbDOuKuri//+9788+uijR7XfwXJMwW5vo2KAL774gkAgwIQJwq6kpKQERVHCRsID5d577+XFF19k//79WK1WFixYwH333RfeL4DH4+EnP/kJzz77LF6vlxUrVvCnP/2pT5VhdXU13//+9/nggw+Ijo7mmmuu4d5778VgiEiUjweaV8VbLrq9WCYksPHtT0lQHeiygmlnKfYJXwPAHVdMYaNv5EsYQhRewpLN9/JMXAnTGhbTkTCBghJRtZrqbWHL/lquXTgK8+i4YLAbmfYdKei6Hm4GEvLX/aC4mXOdolDDoLtI8kwBYFR6K1hOAe3qlFUsW7+J3RYzFcklZDXNoj1mLDPMZvYEPaS3VrSxojADU04M3oouvAe6IsHuCMF3oGf2TTLKfFrSgsHTjaL4ACjKczOpfTwAuXMmDetYhwRrHLHdtXQAdn8nKZINVZfwOb3IJgua143P4wbiwp3UNK+wEjtegX4o8OxNfn4+Xq83/PM555zTx84sOTn5iDKHDRs2DOj4N954IzfeeCOapmG32/t46Obk5LBx48YBfpJDyc/PH5ANW1xc3HG1MzscxyRj+OCDD8LLhRdeyNlnn01tbS1ffPEFX3zxBTU1NSxevPgQ3ciR2LhxI2vWrGHLli2sX78ev9/P8uXLcTqd4W1uvvlmXn31VV544QU2btxIfX09l1zSUxiiqiorV67E5/PxySef8PTTT/PUU09xxx13HMtHjTAAvKUdoOooiRaUFCsVO4XOJzY1izY1GV1S6LA0stBXgYQIEk8JJn0trNvVUPFYk/GU1GNLSkNGp3bfblStl99ulR09ENHtjgTUDi+q3QeyhCk3hvIWBy31DVh1N5KuU5nuI69T6HXz5wyscOOkZ/xXWOoVX1abFaHt64wfi7WkEl02EK06+eQLIU8KSxkifrsjhoNnKt4ramJq514A4pweynPSwJ+OIgXInp47rGMdEmQDUcbooJRBQzKLa9vvB6tNFEdLfh++gIZkVEACNB3UiDTnVGTQmt0HH3yQe++9l4SEHg/RhIQEfv3rX4e94AbKW2+9xerVq5k8eTLTpk3jqaeeorq6mm3btkEw/f3EE0/w0EMPce655zJr1iyefPJJPvnkk3Dv5XfeeYd9+/bxr3/9i+nTp3Peeefxq1/9isceewyfzzfYjxuhH9xForuSdWIixU0OYjqE0fWoqKiw5VhVwl6WOZ2QMw/iT4EbKUBcNhmZsxkf6KYxRpjut8eNJy9ZFA0kd1WzvboDQ6oNOSpo11QXsWsaCXiKhHWcKScG2aTwXlETo1yiG2CC08OB7PEompkouZ2UM5cP82iHCFMUOWNXMNHro9VWj2z0oypmmj4/QEyuCOjLd+7o0zAl0kltZKBrenj2zTwqDl3XWb+viUn2Egh2TZvsEDZzObkqJsupMQsqWROIVUWCwWsU2VNVMWMUaRdMuo9ujx9JlkTAG8zuRjiUG264gejo6H6XG264YbiHd0QGfUXb7XZaWloOWd/S0kJ39+D6p4fE1aEuINu2bcPv9/fRhBQUFJCbm8vmzZuZN28emzdvZsqUKX1kDStWrOD73/8+e/fuZcaMQytMvV5vn2kEu11kK/x+P36//5Dth5rQMU7EsYYaXdPx7BfBrmFcHOv31JPtFnrdhPomDiQuBMAeX8S0Dh/qpEvQhulzHo/zLE/8Gku33svHcSVkdo+lI6GAnPYKCOp2397TwLSsGIx5sXj3teMua0fOHKGWawNkJF/PIZy7xT3NNDEBv9/PO3sbw4FBgtOJbBSeunlpTQQMNpEuOsEcj/MsFXyN5evXU2Q20Z5cR3xDPs1qEuPy89heWUxsewX76joYm2EDRULt8OJusGNIjlzTJzP+mm5Uuw/JJCNn2dhV005Lhx0b4ju6MsPN6FYhXcibN3bYPudAz7Pf7xdd0zQNTfuS2TJzLLF2hJRB6yQBK5psALcTJBlJ13A4XSTYjEhmBd2norkDSNYR7KwyAEJyg9A5HAi//OUvD1uvFRsbO+D9HAuapqHrOn6/H0Xp+7sZ6LU66GD34osv5tprr+XBBx8MC6a3bt3Kz372sz7ygqNF0zR+/OMfs3DhwnDFXmNjIyaTifj4vkU+aWlpNDY2hrfpr0tI6LX+uPfee7nrrrsOWf/OO+9gs504Pdr69etP2LGGClu3wkRnHKqi8X7Rx7z7RRdnax502YC3uA3/tFj8kodp7ARk3qmz4Wt+Y1jHPJTn2eK3sczp5rn4YmbXnk97wnhGf/Yf9PwUEvydvLZlF4VqGSkuM7lE0bC1ghLHziE7/snMSLyeAQx+iamV8UhIbG7aSfv/trPzgMY8fytI0BbnZnSHuCcFYr288capcz3Lmp9zPBqPAjutmzmbfDoSJiDvE9KkHHctf355I8tyZMZFxxDbZWTHy5tpzvQccd+nAiP1ms6qspKOlbYYN5+vf4s3ayTGOCpAApvXxyf58aRX5yGhUdK6j/I39g3reI90ng0GA+np6TgcjiPO2FolCwo+AgRACoBuwOvyI1mM6D4vAY+bzi4JgwYWFDRPAGeXF0Z2fd6AOJqEpMViOaRtcW9CScLjgc/nw+12s2nTJgKBQJ/XBqr/HXSw+/jjj/PTn/6UK664IhxhGwwGrrvuOn73u98d837XrFnDnj17+OijjwY7xCNy22239Xlisdvt5OTksHz58j4C7uOF3+9n/fr1LFu2DKPReNyPN5Q43q3BSR22icnMO/cM/r5eWKikZWbT1W4GoCZhP5e7u2H0YpZ+7fJhG+vxOs+K/TmS/GX4ZA8Yo1HVWFKzcmipq8bWXsPEOd8l12Cg9cHtxHQb+crZy5CjRtbv+WgYydczgOvzJro/P4AhM4qll8zjxe11ZG98DUnSsXr9lOSmk+tPwCB5OPPb12KwRQ/LOI/b9ay/y8TWD6iJF21E7bH5zOnaQpE1GpPbgavbw/nnfx1XYiPdr1cyWkrjjPNHuPXaERjJ17Su67Q9vAMVL6OWFjKxMIn/+9NmpneIgDbG4yJLEzOeGVkqF1w0fG3cB3qePR4PNTU1REdHf2kABiB5IdZeTYeioJlUZK8BTTISbTPS7fNi0nwYLMlEmw0EvC4kTSfGEoVkPnWzu7qu093dTUxMzIhw3fB4PFitVhYtWnTI73ugQfagg12bzcaf/vQnfve734Vbyo0ZM4aoqKhj3ueNN97Ia6+9xqZNm8jOzg6vT09Px+fz0dnZ2Se727sLSHp6Op9++mmf/YW6hhyuU4jZbMZsNh+y3mg0ntAb24k+3lDgKxY6MNvkFN490EmWW3jO5pit1CSJtpNtcUXMdHuRp12KfBJ8viE/z1NWseyjuyiOKyW/YwrtCRPINptpAfLd1WwobeO7i8ZgzIrGX+cgUGonavbhu9acKozE6xnAVxS8pqekYDQa+aC4jfEO0fo6tdvF7vh50AK5KS1Y4xKOsLfjz5Cf56lf5/xXXuPBpA58li5MnjiaKp3kriyk6osteCr34fDpxExOofv1SvzV3Sh+kG0j73d9tIzEa9pX70Dt8CIZZaImp9Do9LGv3s6SQDPI0JTgYnybmKkYO3/cSfH5jnSeVVUV/riS1G/L3D5YYonrElIGh9xNLGYCigWbKpJzRs1Pt9tPrNWEbDGgufzoXhXFOvzn4XgRkhwM6PydJEiS1O91MdDrdchU6A0NDTQ0NLBo0SKsVusx2Xfous4Pf/hDXnrpJTZs2MCoUaP6vD5r1iyMRiPvvfceq1atAqC4uJjq6upwF5D58+fzm9/8hubm5nBf6PXr1xMbG8ukSaeAncpJRKDDI1oES2AZn8D7/9tJlqcegKimLuwxohBtjPEzFL8FCo7OnWPEMPGrrHjn57wXVxIMdguYVP0hBKd939tTz3cXjcE6KQl/nQP3vrbTItgdiWguP94yEexaC5Pw+FU2lTRztUsUXQYUJ7lOERjkTx/arkInDaPO4SuamQeB0rjdTPacSXvsOEbFxFIF5Lhq2FjSwkUzsjCk2Qg0ufAUd2CbkTrcI4/QD+49rQCYxycgmxTe3dZEhqcRZB2DqvL5eDPzWsYBMGpW1jCPdmAYjUYkSaKlpYWUlJQjxhqyFIXsc+KRXFgDQvbg7naiIqOpftz2LtxWGU0KoAZ8SN1+jF+eMB7RaJqGz+fD4/Gc1MGuruv4fD5aWlqQZXlQrYUHHey2tbVx6aWX8sEHHyBJEqWlpYwePZrrrruOhISEo3JkWLNmDevWreN///sfMTExYY1tXFwcVquVuLg4rrvuOtauXUtiYiKxsbH88Ic/ZP78+cybNw+A5cuXM2nSJK666iruv/9+Ghsbuf3221mzZk2/2dsIx06oMM2UFwtWA3t2F5Gr+VAsVlzVfhgj022sZ6mvHsafB+aY4R7y8SE6lZzsBVg79wCr6Iobg7L5r1jmTwZ7Fw3Fe2l3ziVmchL29VV4SjvQvCryKTxNNlJxF7WDpmNIs2FMsfFRcTNWZwtG/MiaRkmulSRXDqCRv3jhcA/3+KAYSJ9wITPrX6c2roTJTWfSkVDAlGrRQS3V18qGHeVcNCML68QkuptcuIvaIsHuSYp7j3AWsRaKRj7r9zVxRrv4XcY73cRYhV90WoZGdMLI+I5UFIXs7Gxqa2uprKw88hv8HuzuVhyyjNPvQdIUjAEnus2I3+PBJ7fjcXRgkCXULi/ooHSZkZSTf4r/WNB1HbfbjdVqHREyBpvNRm5u7qAC80EHuzfffDNGo5Hq6momTpwYXn/ZZZexdu3aowp2//znP0PQVLk3Tz75JKtXrwbg4YcfRpZlVq1a1aepRAhFUXjttdf4/ve/z/z584mKiuKaa67h7rvvHuxHjXAQvS3Htld3EBe0HMvJG01Hu3gsbkgo4QyPF6Z8Y1jHetyZfDFnbfz/aDF2EUUc9ug88tKzKLZ3keuq5v39zayamYUhyUKgzYOnpB3blJQB7DjCiSSUBQsFBu/ua2KMQ9jKJXe7KZ0whaRWyEjowJpw7FKtk57CVawseYH740rR0XFGZeDcuo7oGaNw1FVSufMLAuqZWCYm0r2hBk9JB7qqISknb5bodMTf7CLQ7AJFwlqQiN3jZ0tFG991V4MC9mgXE4MShtFzRw/3cI+K6Ohoxo0bN7BqfDVA1T9+xP8Xb6Ww8UwmNy4iqX0PoxfHsfXD9+hWokj+xo+4Ym4e7S+U4Ku2E3NOIlGz0o687xGI3+9n06ZNLFq06KSQrXwZiqJgMBgGHZQPOth95513ePvtt/toawHGjRtHVVXVUe1rIN03LBYLjz32GI899thht8nLyxv2CulTHc0b6OmaNjGJ976oJtsj9LppRgul8aITT6plD0YpDsYtG9bxHncmfpUVb93Cb+OKmdA6h46EAlK6nRQHdbvr9zXy9VnZWCYn4dhUh3tvWyTYPcnQvAE8pR0QDHY1TefdoibOs4tCLavfRapPFGLlTx3h7a6PRN4ClhHFvQYnrbZqUlx5tGjJjMsfxfa6SlLtVWyr6mBOfiJylBHN6cd7wI5lbKQd9slE6OHNMjYe2Wpg4856TB47shIAXWfvKJhqn4gOjJ458qRViqIcYkV1OCbkzCa2/nV2G6yM6TqTZjWHGfs+x9XZgaK18v62Ur599gRi8pPo2tuFVmTHsjDvuH+G4UBRFAKBABaL5aQPdoeKQT+GO53Ofu252tvbI7KBUxhvaafompZkQUm28M6uOjI9DQDYmuy4ojLQdY357IBJF4LhFL8WopLIzDsT2SY6ErUnTCBmxx4kWSHB38n2PeV4/CrWySJI8uxvj3RTO8nw7O+AgI4hyYIx3cae+i46O7qI0US1b1WaSnK3eIjLX3R0rdBHHLJCwsSLmO/2UBMv/IU7EiaQ6hA2P7nuGt4vakSSJSwFwgc91IgjwsnDITMVRU3MDkoY4txeiJ+MjkJSCsSf6m2fC1ex0umkOboKXfLjN8XQtrWI1LETALCX7aXD6cNSIIpOvQe60LyBI+w0wkhh0MHuWWedxT/+8Y/wz5IkoWka999/P4sXLx7s7iOcpIQlDAWJlDY7cddXYNQDWGJi6TwgvhDdxjrO9LWd+hKGEJMvZoYi/Ei7Y3IJtNrJzM0HIL37AJvL20RHrmgjukfFWxHpPnUy4d7bExhIksS7+5rIc1WDBNFuL5W545F0I3FRThIyT1H9eW8KV3Gew0ldMNhtTyjAvOUzZLMFq+bh8227IShjAnDvbx/Q7FyEE0OgzY2/3gkyWCYl4Vc1PtjfzIRu4SziN7qY3C5mKkbPPjUzmH3Inc95xKBLAepixDlo1VIYlZ4JQI67hk2lLRhTbBiSLKDqIqkT4ZRg0MHu/fffz1/+8hfOO+88fD4ft9xyC4WFhWzatIn77rtvaEYZ4aSid9c0y8Qk3tzTQHbIcmzMeLoUUdGrxxRhik6D/LOGdbwnjIILWBFopN3aCJJMR/x40nTxJ5bnquadfU1IsoR1UhL0Cq4iDD+6Xw1f0+FCnqJmpnQVAZDgdBEtB10YJseNiKKOQZM9m3OVRDqiyghIPnzmeLpq7WSPFpX7Ul0JNe0uzOMSRDe1Ng+BFvdwjzpCEPdekWk3j4pDiTLy6YF2nC4PZskJQEmWH8UR1OvOPDW1qX2QZdInXcIZHi+18aUQnK1IbBLnKdtdx3t7xexkaLbCHbwnRBj5DDrYLSwspKSkhDPPPJOvfe1rOJ1OLrnkErZv386YMWOGZpQRTiq8B7rQnH4kiwHzqFje2tNIftCaKc1spSNefBmON+2CyReDfJq4DtgSSc87G1+0MGvvSCggfq/Qe2Z76tiwtxZN07FODga7+9rRtUgm7GTAU9KJ7tNQ4s0Ys6Op7XCxv76TdJ9whGmP85DVJQKDUQsKh3m0JwhZJqrwYs7ydNMYK4r02hMmkhkQ12yeWxReymYF8xih1Y1IGU4eDpYwrN/XxNTOInRZwuLz404bh46J2HhIyjqFiy17U3gJKx1OauPEfbkjfjzyx1swRsVg0v0U7dxNQNV6pDnFHZHZilOEQQW7fr+fJUuW0NzczC9+8Quef/553njjDX7961+TkXGKelBGwPVFMwC2qckcaHdRW1tPmq8FSZLRa5tw29LQdY1z2QGFq4Z7uCeWwksYYxRShrbEAszlB4iOT8Cgq5haDrCrrgvzmHgks4LW7cNXM/B2jRGOH+HAYHISkiTxxu4GUr3NyJKGQVUpy81CUqOxmHxkjDuNirAmX8J5ThfV8eIBriV5KnG7xf/TvU1s2C0ecsNShqJIJuxkQO3y4qsW9xbr5CR0XWf9viamd+wBQNFdTLILy7ExZ2SfHjMVAJkzWWZKpstWi9PYiWqw0OqOJS9PePondR7gi+pOzKPikEziHu2vdw73qCMMAYMKdo1GI7t27Rq60UQ46dF8ajgwsM1I5c09jYx2iqxP5oSJtFcEpzGVamLjkyB79nAO98Qz4XyWSbvRUPFYU3Fbksm0Cn1nvku4MkgGuWeabF8kEzbc6H4t/HuwThFZsNd2NVDYtR+ClmNK1DQA8idYkE8ne63MGZxlTqUlbicAXfFj0crriU5KRUanft8uuj3+8PXsq7KjOgdgBRXhuBK6R5vyYlFizXxR3Uldh4s4TbiN1KT4MXVPBWDMrJHnwnDMSBKxk7/O2W4XlYki8G9JnkqqWzSayHXXhu/R5nGR2YpTiUHftb/1rW/xxBNPDM1oIpz0eIraRCvFBDOmPCFhGOMSwe7oydPw6EKvm2jdA4WXwOmSMQhhjSdrzDyc0UIT1pIyncTKWgDy3FW8vUdMi4ekDJ69bZFpsmHGU9ohrulYE6bcWKranOyq7WJs8CHOZ3SRE8yCjVow8Qh7O8WQJEyFX2eeVkOrrQ5dUmhNKiTHIqa9sxzVbChuwZBgwZgeBTp4iiPZ3eHGtSs4UxF+eKsn31GDapCQNY3O7FxU3Up0DKTmnwbFlr0p/DorHU4qE0SBZWvSFKK3i/+n+prZsPMAuq5jDSUkijuGdbgRhoZBB7uBQIA///nPnHHGGXzve99j7dq1fZYIpxZhCcOMVGo73ZRWN4UtxwyBLjqC/rpnmLaffhKGEJMvIdu6GYDmlBnElpShGAzEBbppq6ultKkbywRR1BNodQvT9wjDhntXCwQDA0mWeG1XA7aAE5PkAV3nQHY8kj8Zg6ySM/kU99ftj8mXcIHDSWWimMVrSZlGQoWQL+S5q3lrT7CoZ1JQ5xiZrRhWAl1efFXCLs82JRlV03l9VwPzW78AwOp3M94lHt5Gn5F1+kgYQqRNYlFUHvboEnyyB585Hle7REJKGhJAfSklTQ4sE8T17K/pRu32DfeoIwySQQe7e/bsYebMmcTExFBSUsL27dvDy44dO4ZmlBFOCtRuX9h03zYjNViYVomMTkreKGq3bcdjTQZdJT/NB+lThnvIw8OE81hh2IqORndsPgFjPGmx4saZ767izT2NyGZD2IA/VDUd4cSj+1Xc+4IuDNNEk49Xd9YzKdhIIt7lxZsopntzxhgwmk6TYsvepE3mjOhc7HHbIVikZiutQjYYiVad7Nq5T3hIB11GPCUd6P6Ih/Rw4Q5mdU35sShxZj490E5zt5cMv5hVaon3YLZPB2DMKdoh7EiYCr/OCncX1Qk9WvRMo+j6OcpVydt7G1FiTRhzRNbbE9Gij3gGHex+8MEHh13ef//9oRllhJMC184W0MCUE4MxxcabexrCEoaxs+fhEf/FygFM0y44/SQMISyxpBTMwRvVI2VIaRE3y1HOSt4MSxlEljAS7A4fnuIOdJ+KEm/GlBNDWbOD/Y3dzOgKesj6u8lyBu2Z5o8f5tEOE5KEXPgNzlJLsJtb0RQTnQkTyY4XD3AZXeV8VNqKMSsaJc6E7tPwlEf8SYcL924xU2GbGnx421VPlqMBv1EHXactKwtVj8IWpZMxOm6YRztMFF7ChQ4nlQlCt9uaPI3EUvEFlueuZv0eYaVpnRSprThVOI0qLSIMFtf2oIRhZiqNXR52VbaQ664BwDw6DUkXDRRGmXadvhKGEFMuZZRZSBmaUmaQWCxMzDO9DVTVNFLV5hTTvhL46xwEOr3DPODTE1dvCYMk8dqueuL8nVhwIek6RfkWFG8ukqSRPzV1uIc7fEz5Ohc6nRxIFA8BLcnTSa4X52606wBv7W1EkiQsk3q06BFOPIEOj3BhkITlmF/VeGtPI0sbPwbA6vcwSg1562YiyadpQiJpDNOSp6BF70RDxRmVgVznwGyNwqL5aK8ooa7TjXVi8Hou60TzqcM96giDYNDB7uLFizn33HMPu0Q4NfA3OfHXOUCWsE5N4e29jeS5azDoKnGpaRTt/4CuOJH5GpNjh5TTNAsWYtxyFluFjMceNwZZiiY5LgEpGBy8uaeR/5+9+46Oo7oeOP6d2V602l31XtzkKveCjXHFNh3TbEwngRBSCL+EQEgghYQS0iAEQhIwvXdjMMa9996rZPWu1fYy8/tjZIFDicGyVpLf5xydg7TL7p3n0ejum/vu09mNGPMcAATFBhMdTgnH2m5PWgeloKoqH2yrYEzdJgDcXj9NGdoOU5k5Mmb7mbGH/JdK6kGPlEGoCRsBqE8agPPAEZAkUsL1rNl2gGhM+WzDlD31ood0HAR2aNcRU0EiOoeR1YfqafCGSI1qd5PKU/yYz/AShuOkQVcxI1hHRaI2EVGfNIjsBK20rMB/lE92VaFPs6JzmyGqiN3UurhTTnYHDx5McXFx21e/fv0Ih8Ns3ryZgQPP0JrNbuj4rK65jwudzcD8HZVtLcd6DB9NzeqthMxuJDVKxsihcY62EzCYcQ08m6hFu5DWpgwm3aMtROvhO/y5Uobju6mJmbCOFtzXgBpR0LnNGLLt7K1q4VCNl17+QwD4LV56e1o3khgpNshh0JWMV3fiN7QQNVjxJ/Qk1eECIKn+AOuPNGAqTEQy61C8EdFDOg7a7lQM0kqkPthWwfDanQRNOiRFpSY/jajiwGxWyTyT+kV/mf4zucAXbOvKUJs8iKRjFXA82d2p3a34rIe0uEZ3Zaec7P7lL3854evvf/87K1eu5I477sBgOINnQroRVVFPKGGo84bYdKSW/MBRACI9nGSUa70a3cohDMWXxjXeTmPg5fQyrwagJnkwybv3Q+tuavuOVlHRFGibCQsdbRb9STvY8YU81s+VMOT4y0COoYsprO0nIfu1OxQFQ87gEobj+l/KeX4/Ja7WrgzJxaTWabNdhf6jWimD7nM9pMUHuA4VrQ8QKfO2lTCEojEW7KpiTL12p0KW/Az1aHcqCoeknVn9or+MPYXsvHNIsGp3K5oTC7EeqUbW6XBGPRw4cIhGXxjz8VKGPWLHy67stJ3t11xzDc8888zpenmhA4UONxNrDiOZ9ViKkvh0dzUZgUrMShiLI5H15YuR9doMWF5aDbjy4h1y51AwnrEJ2sYETc6e6FULbocTGZUC/xE+3lmFPsmi9SdVICj2Ye8wSijWNt6W1hKGedsrOadmHQCOoA+3tT8gk5yq4kiyxDniTiAhnaS8cVhtWvJUm1yM+6D2gTcrWMHibUe17bCP1+3uFj2kO5L/eAlDDyc6u5Hl++uItHgxy9oM+95cP0aPdtetcLjY4RS0uxXTw2XU2o6BJNPk6k96692KXO9RFu+twVTgQDLrUXzibkVXdtqS3TVr1mA2m0/XywsdqG1Wd1AykkHm411VFPoOA5AzeDDywm3UJ2nJbp9xOXGNtVORdSQOmQDmwyDJ1CYXk97kBaCn7zAft5YymEUpQ4cL7q3XShiSzBgybewob+ZYXQtJMe1cL03z0b+uHwCFI8SHtzYDr2SCtImwLkjYlEjMnEWi2YqMirXmAFvLmk7sIV0biHfEZ4zAl5QwnFu+mqBRj6woWNJTCSouTCaV7D6uOEfbSfQ5j3PDUOZs3WAieRDJ5dXwuRZk2t0KbbxED+mu65ST3ZkzZ57wdemllzJ69GhuvPFGbr311vaJUogbNaq0JWHWwSl4ghFWH6ij0K/N6NRkKvSuGYYq6UhWDuA+++I4R9zJDLyCvkatlKE6dTDJ+1s/JATK2Ha4kpqWYFvdbuhAo1jx20GO7zBlHZTSWsJQyfC6bSg6CWMkyqrBCjF/a73ukDNoO9X/pe8FTAqHqEjcBf9dyuA7wgLRQzouInUBIhU+kLWWhv5wlIW7qxng2QNAwOxjSG0RAPnFqej0Z3gJw3EmO/Y+55Nm2QCtPaSdpdokRHqomnV7SwmEY21dGUTdbtd1ymd8YmLiCV9ut5sJEyYwf/587r///vaJUoib4IFG1GAUOcGIMT+RJXtrSPJXYI/5MJgtbD+ymBbnWQD071UJtqR4h9y5ZA1laGopAE3O3phiRhKNZnQo5PtL+GRXNYYMGzqnCTWiEDogtqY83ZRQtG1LW8vAZBRFZd62CkY0bgNAknyMa+lHTDXhcEokZdniHHEnYk7E3GsaTpuWHNSkDia5QpsNzwsc45MdZaiq2taCTPQn7RjHZ3VNPbUFxIv31pBSX0bIrJWR7OodItYyEoAew8SHtxMMupLp0b20mOpRdEYCCb1xtd6tyGg+yooDtdrdClkiWhMgUifuVnRF+lN9gWeffbZ9IhE6pRMW8cgSn+yqpo9XW2iVXNwXdfNm/PY0dEqQ3tNGxDnaTkiScA6bhK60hFg4j9rkQaRUHqI5KYEeraUM14zOw9I/Ce+qCgK76ts2mxBOj8DuBoiq6JMtGDJsbCxpxFNbh17nR0Fma08vY6vPxg/0HZ9/5m2n+r8MupJJh25nvXQTQXMqOl0KZp0eYhGU8gPsrRpF735JNL17UNtq1RNC5zDFO+pu7Xiya20tYXh/awXTylcSNuuQ1Cj9dZn4lSTMFsjtJyYkTlA4kTGynTed20ionkRNylCSaxbS6DC3ljJUc27/dEyFiYQONhHcXY9hfHa8oxa+oVOe2T127BhlZWVt369fv5477riDp59++lRfWogzNaK0zcxYilMIRmIs21tJL5/WmulwWjPp/jEAFOg3Yex/blzj7bQGXM4Ak9bUvSR7BOmtt33zAqVsOFhFoy/82W5qexpQY2Kr1dOprQZ9sFbC8MG2CqZVrECRZUyRME3ZWfhDvZBlhX7jsuIdbufTcyqjJKhxartP1aSOILWhGVrrHD/aWYUuwYixdavV49sxC6dHpMpHpMoPOglLvySaAxFW7KkiO6Rt+FPn9JFfq9196zsuB51BlDCcQKdHP2AmuRbtGl2bPIikGu0anRs4xpLd5VoPadGCrEs75bP+6quvZsmSJQBUVVUxZcoU1q9fz7333stvf/vb9ohRiJPg/gbUUAxdovaHa+WBOlKajmBWQlidLsp3r6chSVvdO3CMHnSi1dyXSunNoNxqVBQC9j7osWNTQK/GyPEeZeGeaoz5DmSbHjUQJXTEE++Iu62YN0zooFYqYilOIRpTtJ7RAa1ndHOCj3PKRgHQq9iB1WGMa7ydksGM3O9CMq0rAajMGE5qvXbOFviPsmBHJYAoZeggn/VAdyNbDSzYVcWQ8u002rXZ9KpCI40BbSMJ8eHtKwy6igujO/CY6lF0JiLWXph1eoxqBHtDCeuPNLSdz+GjHtEmsgs65WR3586djByp1QK9/vrrDBw4kNWrV/PSSy8xd+7c9ohRiJPji3gsA1OQZIkFu6raShj0/TMZcrg/is6EPVpBxuTz4hxt5+YYdi4OszYTVp45mrQ6LeHq6ddKGSRZauvnGNgpdlM7XQI76kABQ7YdQ4qV1YfqsVccJtR6l31dXxV9s3Y9G3huUXyD7cwGXsn5rCGk8xMxONHJGeiRsMf8NB07xOFa72cLLw81ieTgNFEVFf/W1hKGISnQ2oXh7JoNxHQyqhRhuKcfIJPVw4wzzRrniDuprGH0Tsim2Xm8Fn345+5WlPDxrir0LjOGDBuooitDV3TKyW4kEsFk0v5SfPrpp1x00UUAFBUVUVlZeeoRCnGhbaXa2oWhdQZs2c5SCgIlAGyxHsYsaSUMfV3bkDKL4xpvpzfwCkaZFwFQmjWGtCZtN7U8fwlr9lXREoxgHdhayrC9FjUqShlOh7bEYLC2ScQH2yqYXLkaVZIwxIL0jY5GwUBqSoi0Akeco+3E8seRb3XjSdwMQG3aCJKbtB6khT5tO2xDilVLDmIqgR21cQ64ewof9RBrDiGZdFiKkqhtCbFjVwlWSbsNX5Lux9Q0HoD+E8UugF9JkqB4NgNMKwCoS+pPUlMQPrebmqKobW3djs+mC13HKSe7/fv356mnnmLFihUsXLiQ6dOnA1BRUUFSkiiE76qCextQw59tpbr+aAPJdfvQqzHsGelYdzTQ4ihAUmP0n14Y73A7v4R0evSzg+xD0rlRzLlYwlGMapR0b4nWvLynCznBgOL/rFuA0H6iDUHCJR6QtJZjoWiMBTsrSIlprYbKk/3kV40GYODU3nGOtpOTdVA8iyKzlhxUpQ0l1aOtUi/wH23rIW0dqn2o8G8WycHp4N+mjatlgNYDff6OSiYc20B9gjaDa03KIqgkYTHHKBycEudoO7niWVwQ2UuTuRpVNqKaeqJDIiHmJVpXzrayJqytOymGDjcTbU2Gha7hlJPdhx9+mH/+859MmDCB2bNnU1yszfC9//77beUNQtfTtrq3dSvVBTs/K2Hw9LTQr0ab1c2MbMU26vK4xtpV6IddRYFFSw4O5I8lrVnbYKLQf4SPdlQh6aS2i6lvk0gO2tvxxMDUw4nOYWTpvlr6lm7FZzGAqnIsJx8lmozZEKTnmPx4h9v5Db6aC5RN+A3NKDobel0OkgpJkUaOHS3hWINfm0GXIFzaIlo2tTM1qmhlOa2LLQHe31bB0MbtqJJERB+id6P2N7jorCzRW/d/ceXhzBuL6tB2UaxNHU6yxwdtG0xUo3eaMRUmAuDfIu5WdCWnfPZPmDCBuro66urqTtge+JZbbuGpp576Rq+1fPlyLrzwQjIzM5EkiXffffeEx2+44QYkSTrh6/hM8nENDQ3MmTMHh8OB0+nk5ptvxuv1nuJRnlmUUJTA3tZFPINSUBSV5VsOkB2sAOBY1RaiFq3N2IA+lWAXMwYnpc8MhjvWAuBNLCbJG4XWmrBl+6rwh6PYhqYBENzXIOoc25Gqqm1/nKzFnyUGY2o3AiBJQYY2ng1AvyEG9AZdHKPtIpJ7Yc8eitKaHNSljiTJq5XnFPqOsGCX1pXB1EvbfUrc+m1fwf2NKH6tB7qph5OyRj91O3YTNWvXlZJsCPoHAdBvgvjwdlKKZzPKsByAendfklrC8Lnd1FRV/dzdimqxHXYX0i4f9XQ6HS7XidsP5ufnk5qa+o1ex+fzUVxczBNPPPGVz5k+fTqVlZVtX6+88soJj8+ZM4ddu3axcOFC5s2bx/Lly7nlllu+4RGd2YJ7GiCqoG/dSnV7eTOuKm3HJFtaEhesKiRiTMAcbaTw/AnxDrfr0JtIGTYSg7EEGQM+5yAM0RgWJYi7pZxl+2oxpNswZLbWOW4TMwftJVLlJ1rT2p5pQDK+UJTV20uwyFqdaUm6Hou3DxIKAy4cHe9wu47BVzPKuBSAmuSBJLeE4PjditZSBtvx5GBLjUgO2pF/a2sLvWJtAfEH2yqZemwtjTYLqCq5Om1hWnauijNVLEw7Kf0uZpJcRbOlHCQ9krEnqJAWrqWmqpoDNd62kpFobYBImZhI6yraJdl98803ufLKKxk9ejRDhw494eubmDFjBg888ACXXnrpVz7HZDKRnp7e9vX5JHvPnj18/PHH/Pvf/2bUqFGMGzeOxx9/nFdffZWKiopTOsYzSVsXhtatVD/eUUmRdx8AWTv2U5UxEYBByUuQi6bFNdauRhpyNUPNnwJwNPcsUltvkxX6jzC/rc5Rm931ba6OY6TdS6A1MbAUuZEtej7dU83YI6vxWoxIqoouQUtwCzJqSUhJiHO0XUj/mYyXDuMz1YBsQq/TZhDTQ9XsOVRGtSeIuV8SkklH7HjNtHDKlGC0rX/x8RKGeVuO0ct3EACvNYi7uXVh2rn94xhpF2Oyo+t3ETb7GgAaUkbg9B9fqFbCxzurkM36tjZk4m5F13HKO6g99thj3Hvvvdxwww2899573HjjjRw6dIgNGzZw++23t0+Un7N06VJSU1NxuVxMmjSJBx54oG0h3Jo1a3A6nQwfPrzt+VOmTEGWZdatW/eVSXQoFCIUCrV97/FoF+RIJEIkcvpvJR9/j454r/9FCXy2OMrQz0UoFGbZ2m1MiTQiqSqugItSRx4yYfoOtxNRZegEcZ+MTjHOKQPol1XB2pYokj6XxKCZcqCH7whv7K7C6w9iHOCC+RKRMi+B8mb0XWxWplOM8+eoioqvNdk1DnQTiUR4d0sZZ3l243FIhIxBChu0spyiCQWdJu7/pVOMs96GrmgG9m2rUUOXUJ82ikT/+zRbzRT4S5i/vZxrRuVi6u8muLkW78Yq5KyudT7TWcb6cwLbayGqoEs2Q6qJPeWNWLZtoDFB6wtdn55EcpMLiylMdn9Xp4n7f+kM4ywNuJJJ23/Aci6n0dmH7OoITTZtN7WPdlRy2/h8TMVJBLbV4ttag3VqNlIXq4fuDOPcXk72GE452f3HP/7B008/zezZs5k7dy533XUXhYWF3HfffTQ0tO+K8unTpzNz5kwKCgo4dOgQv/jFL5gxYwZr1qxBp9NRVVX1hdIJvV6P2+2mqqrqK1/3wQcf5De/+c0Xfv7JJ59gtXbchXnhwoUd9l5fJaXKRG7MRsASZeGmpRxsgbTyLQCkNfs4kqf10+1tWcHmcCqN8+fHOeJvLt7j3MPSmxTzRuoCo2lOHo4utpUEvFi91fzttU8Y4FbpkWjH2Whk11vrKM/rmgt74j3Ox9k9evo0O4jpFJYcXof3IBzY1MBIUxQwUJGeSpHXik1fz7YGD9u72Dkd73FODfZgiu51FnIJjc6+ZNW8RbPVTKH/CC8v3427fif2oJ4+OGjZUsUq3V7UrpUbtIn3WB/Xa3cCDgyUWhpY/9FHzC+VmVixAZ/LCCgUhrUJH2uqhwWffBzvcL+xuI6zqjDVEGK+9Sh2fz6yoRCoJSdQxscVDbzw9nySTDDI4MTgj7L61UU0u7tm0thZzudT4ff7T+p5p5zslpaWctZZ2laEFouFlhatBu7aa69l9OjR/P3vfz/Vt2gza9astv8eOHAggwYNokePHixdupTJkyd/69e95557uPPOO9u+93g85OTkcO655+JwnP5em5FIhIULFzJ16lQMhvjtQqaqKg3/2EEUP6kTe5A/JoNfvruDAZ49IENCRKLENQQZGJSxFefl72j9CbuIzjLOtAzF9scbmB8YTV3qaJKPrqHaaaOH7zB11mLOO28AwbwGml/dT2aLg0HTJyDJYpy/Lc/7hwlQg21QGjMuPIuX1x9jyrGH8JsNSKpCCmMB6Ns3wtALLol3uCet04yzci76x1/kvZYSrIE8dPrPkoNPmqOMOudc3BYDdX/egr45zMT8UZgHdK22lJ1mrIFYS5i6tVp/40GXn8UQl4knH17IlFgVpTioS4yQ7ddKCCdfP61LbSTRWcZZtu8gfekqvP58GpNGYw2+jd9kIDdwjEjadM4bm0+LXIJ/dSX99Xk4z+tarQo7yzi3h+N34v+XU05209PTaWhoIC8vj9zcXNauXUtxcTFHjhw57YsRCgsLSU5O5uDBg0yePJn09HRqak6soYlGozQ0NJCenv6Vr2Mymdo2xvg8g8HQoSdCR7/ffwsfayFa5Qe9RMLwDMLI7FizjsmygiEaY83g4WT7daQZd5EyagIYu+ZWqvEeZ9w55PVPhjWNSDEXtpgTiNDTd5gP9taCrMM+IAWP5TBKSwSlxIe5t+skXrhzifs4H98cZbu2OYp9aBoGg4H3tpZzaeAQNWYLLbYoyd5+APS9YFzc4/024j/OBiieRWbjSpoCedSnjMLmexuf2UiOr5Sl++uZNTIX29A0WpYcI7S9noQhX3097sziP9YQ3FkNKhhzErCkJbDxaAMFO1dTnagltaozHzwyGakBUrIT4xrrtxX3cR4yh3NXnMvbzKElsQcpdVH8JgMF/qN8ureWWyf0wj48Hf/qSkJ7G9FFQLaKa0c8nGz8p3wzadKkSbz//vsA3HjjjfzkJz9h6tSpXHXVVV+70Kw9lJWVUV9fT0ZGBgBjxoyhqamJTZs2tT1n8eLFKIrCqFGjTmss3YFvQ+sCqQHJyFYDS/fVMKRCayuUFAyTFNZaMw2xzoNBV8Y11q5OHjKbHpZVADQnDdfqoaNNSJ5a1hyqR9LLbS2yxEK1by+wrRY1FEOXZMbUw8mhWi/Kxg0027ULZGOytiFKduIxHHm5cY62Cyu+mqm6ZQB4E3qS3NpW7/NdGY73kA7uayTmDccx2K5LVVR867SdSa0jtIWsb24qY2zNZkIGPYoUI8evXaeLJvSMa6xdWlIPMvJ6EbQeAklGr88BIN9fwqaj9dS2hDBm2jGka51z/DvEFu+d3Sknu08//TT33nsvALfffjvPPPMMffv25be//S1PPvnkN3otr9fL1q1b2bp1KwBHjhxh69atlJaW4vV6+dnPfsbatWs5evQoixYt4uKLL6Znz55Mm6Z1BOjbty/Tp0/nu9/9LuvXr2fVqlX84Ac/YNasWWRmZp7qoXZrSija1srGNlKbdXl34xGSYtovcVVaNpaoHaOuloLeenDlxTXeLq/PDAYnaOd5i3Mobq+24rfQd4QPt2t/zGzDWnvu7qpHCUbjGGzX5W1NDOwjM5Bkibc3lzGlcg0hgx6IkRPUWucVjXTHOdIuLrWI1OwcQtaDSJKMTq91ZSjwl7DmQDV13hCGVCuGbDsoKn7RVu9bCR1qIlofRDLpsA5OJRCOsXXFFvR6ratLdbIOotno5Qg9zxLbA5+S4tnkmVcD0OIa3dYmMi1YzYfbte5OYofAruOUk11ZltHrP6uGmDVrFo899hg//OEPMX7D29wbN25kyJAhDBkyBIA777yTIUOGcN9996HT6di+fTsXXXQRvXv35uabb2bYsGGsWLHihBKEl156iaKiIiZPnsx5553HuHHjePrpp0/1MLs9/7Za1LCCPtmCsSCRJn+Y2nXLUWWwhCKE7FpN9DDrfORiMat7yvQm0oYORtbXIksmbDGtTKGP9wAfbK/AG4piyLajT7WgRhT820Vy8E2Fy1q0Ppg6CevwNBRF5ZM1+3Gq2ge4eqcBcyQVo+SncPqkeIfb9Q2+mkLzSgAaUs7CGIliVCOk+cp5Z3M5QNumKf5N4m7Ft+Fd2zqrOzQV2ajjk91VnH1gJVWJdgASjVqbsV5FKkbzKVcpntn6X8JkY+smQI6eJLVu8lPgP8qrG45pG0wMTgUZwiUeIrUnt1BKiI92WRO7YsUKrrnmGsaMGUN5uXZRe+GFF1i5cuU3ep0JEyagquoXvubOnYvFYmHBggXU1NQQDoc5evQoTz/9NGlpaSe8htvt5uWXX6alpYXm5maeeeYZ7HZ7exxmt+Zb39oAfmQ6kiQxf0cVQ+u0mUeLzkpiOBukEP3sy6HfxXGOtnuQBs+ib2ty0JSsLShJjtQj+T18sK0CSZKwDddm2f0bRHLwTbUlBgOT0dkMrDlcT/9dK6l1WACIJWhbm/fKqcFgs8U11m5hwGVMNKxBRSFoLzyhlOHVDaWtyUEK6CQiFT7CFaIh/zcRaw4R3NNafz5aK917Z90R+rfsIaaTCRkiuP1ab92+04bFNdZuwZyIa8AYopaDIMkYJO3ucA//UfZWtbCjvBmdw4i5t3ZXSHyA69xOOdl96623mDZtGhaLhS1btrT1q21ubuYPf/hDe8QonGbhCu9nM2Ctt2XmrduPWdI6a1QnDwagwLIMc79zwOKMa7zdRvYI+qccASCYMJRE//GtKY/wyvpSOF7nKEuEj7UQqfbFNdyuRAlE23ags7UmBm9tPMbwhq0oskxEFyHLq3WRKZrUN66xdhtWN4n9RqFY9wNg0Gs10L38hzlc08LGkkZkqwFL/9aG/BtFcvBNeNdXgQLGAgeGNBsVTQGUlcuoSzQDUJvqBiw4bV7SeyfHO9zuoXg2Pc3a2gqfaxSSouKMNOEMN/LK+mMA2Ia3bgK0qQY1JnYI7KxOOdl94IEHeOqpp/jXv/51wqq4sWPHsnnz5lN9eaEDHJ/VtfRPQmc3cqzBj2nzIpAkEgIRrPIYAEZYPoZBs/7HqwknTZJIHnk2BkMFMkZsMW3l9ODmXWwva2ZneTO6BCPmIm3mwCdmd0+af3M1akRBn2bFmOfAG4qyf8UGAlbtj1F1ahI6TLiM1aSNFItX203x1fQ1rYDWUgZDNIYlFiAvUMqrx5OD1lp0/9Ya1KgS13C7CjWmtC0gbpvV3VLOpLK1NFvNqKjkxFpb6I10I3WhlpCdWuFEznbsBcCX0AeXXytl6OM7wPtby/GFopiL3Mg2PUpLmOCBxjgHLHyVU0529+3bx/jx47/w88TERJqamk715YXTTAnH2rY8tI3Qbpm/t7Wcfl7tFzxqS0On6jEaj5KS2AI9v30/Y+GLpOIrGdCaHDQlj0BSVFzRBlJCtby6QZvdtbWuuvZvqRbJwUlQVRXvus8SA0mS+GhHJROOrMBjNYGq4pa0Fet9+0eQ5C66w0Fn1HMKZzl2o6IQsRSS7tFKGQZ5dvLhjgo8wQimXi50DiOKP0qg9ba88PWCexpQPGFkuwFL/2RUVWXJ0q3YZe1vbJ0rhinUD4kYfaYN/5+vJ5wknR7H0Clg1hZe2hXtb+Qg714CoTAf7qjUOucMbl2otvGrN68S4uuUr/Lp6ekcPHjwCz9fuXIlhYWFp/rywmkW2F6ntWZya62ZVFVl4aptyLoIkqridWqzBcNMn8KAy0DXtXvydTruAooKtNrFqHUwqS1aV4bi5h28u6UCfziKubcbOcGI4osS2NO+uxJ2R+GjHqI1fiSD3Nbu6r11h8gKazOLzQkx3IE+SMTofd7ZcY62m9EbsQ2ejs66CwCjXmu2nxs4htHfyPtbK5BkCevx2V1RynBSjtef24anI+llNpc20m/LYspd2noUKaEPAHlZLdic5rjG2u0Uz6afSVtb0eLWFl6aoz4K/Ed5bUPr3YrWiaLAngbRVq+TOuVk97vf/S4//vGPWbduHZIkUVFRwUsvvcRPf/pTbrvttvaJUjhtfOtbL6Ij0pFkic2ljRTuXQKAIwQ2tReqFKWvZTkMvTbO0XZP7tFTMRtKkNFj0GuLIIp8B4j4fczbVomkk7ANEzMHJ+t4uzHrkFRks55jDX7MK5dQm6gtTPO6igDIcx3FllMQ11i7peLZDDZqdysqMkeR4vEjAQNadrfdrTie7Ab3NxJrDsU13M4uUhcgdLAJpM/aQr61vpTBTTuJ6nSE9VGyfOcA0FfUn7e/9AEMz9Q6uPjtPclsPV8HeXaxqaSR/dUtGNJtWlu9mIp/q+ic0xmdcrJ79913c/XVVzN58mS8Xi/jx4/nO9/5Drfeeis//OEP2ydK4bQIV3gJl7aATmorsp+76ig5Ie0PUkuilgikmTdiye0L6QPjGm+31e8SBlnWAFCWNZqEQAgJhb4te3j5+EK11q4Mwf2NREVy8JVi3jCB1gbvtlGf1TaOrd1IRK9DkaLk+bU2YwPGZcQ11m4ro5ghmQ2oxFAN2aR6tfrRAS172HOsgZ3lzRiSLRjzHaCCb4voUfp1fK2zuuY+bvRuM8FIjIoFi2hyaHfZqlITkBQnVqOPvNF94hxt95Qw4jx05gNIkoxB1wNUlexgOa5w42ezu213K6pO++6xwjd3ysmuJEnce++9NDQ0sHPnTtauXUttbS2/+93v2idC4bQ5fhG19E9Cl2CkqjnIgdUrUXUqupiCapsIwAjTpzD8pjhH241ZnPTup/3hMkp9yPBot8GGN29ja2kjeyo9WnJQoCUHosXNV/NtrIaYiiHbjjHLTjSmsGTRJiRjAICaZAd6xU6Cvo6cc8+Nd7jdkyRhHnYJZusOABrSh2IORzApIXr6Dn2WHAz/rJRBJAdfTgnH8LX+vh/vKvLRzkrGHllFo82CikqWqpXi9B9qRqcT9eenxcArGGTSujIcyxlJqkfrqTugZRdvby4jFI1pO17qJSJVfiLloq1eZ9NuvxlGo5F+/foxcuRI0de2C1CCn+2Ydnx170vrSjinWqtNsqsWTKoLSddIbuIR6H9JXOPt7hLHXECi8SAyMiU5fdDHYlgUP7mBY7zaOrt7vOeub2M1qiKSg/+mxtS2D3D2MVo5yIJd1QzeuYT6BCuoKgn61sSgrw/Z8M02vRG+gUFXMqK1lKEqZQi59R7tx56dvLu1nEA4hmVgCpJRJloXIFziiXPAnVNgWy1qIIrObcbc24WqqryxYAsuVbtV3uhQsAUHIBGj30Vj4x1u95WQxsDeWrqkGgrJbNa6MvT37qPF6+eTXdWtbfW0lm8+UYve6XzrLVZuuunkZvqeeeaZb/sWwmnk31yj7ZiWasVYkEgwEuOTxes4V/aDqlKbMgIH0M+yFHnIbDBY4h1y99ZzCgPsP2BVQ09aXOPoVf40JSlOhjdu4e0thdw9oy+Wgck0vX+IWEOQ0JFmzD1Ev+PPC+6tJ9YUQrbpsQ5KAeC5JXu43LuXY5YEAhaVpGB/ZKIUXTwx3uF2bwnpFBVZWLEuhElJx2BIR1LCpIdrMDVXMn9HJZcNy8YyMAX/pmp8G6sx5SfGO+pORVVVvKu1bWnto7XtrtccqqfHmgVUtC5MUxxF4IOCHA92tzXOEXdvCaMuxLZ9P75Qb8qyh2IN7cNvgl6+g7y6IZ0LizOxDU8jsK0W/9ZanOcXIhnETHtn8a3/JebOncuSJUtoamqisbHxK7+EzkdV1bbVvcdbM83bXsnoI58CkBSMYkfbgafY/CkMvzGu8Z4RdAaKRiYjS0Ec4Wz8Dm2GICtUgdTSwHtby5GNOu1W2ed6Iwuf8a753GJLg8ymkkYyVn5MtVP7oOZx9QSgIKUUW3Z+XGM9E5iGX0ahVVvsurvnOaQ3a7d2B7bs4oW1JfC5UobA9lqUYDSO0XY+4RIPkUof6OW2cXpu0W5G1W0hotcR0cXIPF5/PqM4ztGeAfqcxyj7MgAaks8hu0HbdKnYs5NVB+s5WOPF1MOJzmlCDUYJ7KyLc8DC533rZPe2226jubmZI0eOMHHiRP7zn//wzjvvfOFL6HzCRz7XmmloKqqq8sqirThUredldXoPZHTYTPtx9ewByb3iHfIZwXzWtfSzaMnBsZxJJLX4QdLakM1dfRRVVdsWXQV21BFtEgvVjovU+D9bsd46Rs8u28/Yug2EDXqicpSs0FQABkwUiW6H6HM+Y1xaKYNRGkCqXwdA35b97D5azfayJoz5DvSpVtSwIj7A/ZfjH96sg1OQrQYO1Xoxf/IB5cna1tbVqU5k1YbT2kz2kB5xjvYMYLDQa2QWOl0zRtVFzJqPrKikhOtIDdXw4toSJFlqa0PWsqpc1KJ3It862X3iiSeorKzkrrvu4oMPPiAnJ4crr7ySBQsWiH/gTu6/WzNtKmmkYOs8kCRc/hBRyzg43ltXzOp2nNQiigd4AQVnZAD2iJYcDGzZzYGKRtYfacCYZcdUmAiKindNRbwj7jSOj4W5bxJ6l5ljDX6CH39ErdMEQHlmEnrVhtNYQ9Y5ooShQxjMuMbPJMm8CQmZfYXjsAdC6IjR17uP59eUIEkSCWdnAeBdVY4aE5umAMQ8n3UVOV5//uzSA0yoXovXbESRYmQoUwAYMNopdkzrIPqzb2ewZQEAR/InfXa3wrOTNzeV4Q1FsY1K1xaqlXlFLXonckoFJSaTidmzZ7Nw4UJ2795N//79+f73v09+fj5er1iN2BnFWsJtt1eOz4DNXbaXzIi2Qrol2YkzlA5SiD7uPVB0YVzjPdM4p99CvmkjAIcKx2IOR9ARpci7j7mrjwJgH6clB751VSihWFzj7QyUYBT/ptbFlmNaZ3VXHmFi9SqCRj2KFCVV0Xb+6zcgiqTTxTXeM8rIWxjr0MqjorYx5DRqXTGGNm/lg61lNPjCWAenItsNxJo/S/DOdL71laCoGPMcGLPs1HtD1L37PjUu7cPb0UwdtnABeilMn/PEwrQO4y5g4HAzSBGMFOIMaXXSRd4DxPwe3tlchs5uxDZEKzvxriiPc8DCce1WPS3LMpIkoaoqsZj4A9xZ+TZWQUzFmJOAMctOZXOA6OK3UWUJWzBMvUub9epnWYRx+BWgFyvWO1TmEAb3KgPALI8ms0nbUW10wwYW7qqkoimAuciNPsmMGoyKNmSAf0sNajiGPsWCqacTTzDCgffm05ygXd4O5sq4AvnoCFN08ZR4h3tmMSeSPX4cZkMJetVEXfpgjNEY9piPHM8hXt94DMkgt81etqwQt37VqNJ2981+lvbh7cXVR5lUtpwWiwkVBZfxLAB69fBhtotrdEeyTf4+vcxa16IDhRNI9AWRURjk2clza0pQVRX7OO18DuyuJ9oQjHPEAqea7IZCIV555RWmTp1K79692bFjB3//+98pLS0V7cc6IVVR8a3T6uKO92x8YdVhevv2aU+wW0nzFwFRhtneg6HXxzPcM1bmBbNJ0h9GrxopyRuMIRrDqgbI8x5pqws7PrvrXVV+RrchU9XPyjnsYzKRJInX1h9jUukSAiYDKjFsBi0x6JFRjiUtPc4Rn3mkMd9njP1jAOpTJpLT2oZsWONmXlh9lJiiYhudgWSQiZR7CR1ujnPE8RXYVY/SEkFO0FpZBSMxdr41D49DK1U4mB0ko2k4AAMuHBXnaM9AKb0ZMtAHgGQaSk6j1he92LOTo1WNrD5UjyHNhqmXE1TtGi3E37dOdr///e+TkZHBQw89xAUXXMCxY8d44403OO+885Bl0W6jMwrsqNVaM1n1WAcl4w1F2f3+26g6FWMkSnmatuVkD8tyHP1HgltspRoPUv5YhuTuASBqm0B2g1YSdFb9Ol5dX0owEsM6LA3JoidaHyS4pyHOEcdP6FAz0ZoAklGHdWgq0ZjC8rc/JWTVVvYfzIlQWD8SgIHn9o9ztGcoWxK9x/VC1jVjVFxE7QXIikJqpA61+jCL99agsxmwDtW2xD7Tb/0e//BmG5mBpJd5b2s54w98SrPVjIqCyT4M0JPqaCC1T3a8wz0jpZx3E6nGncjoKM0djSWkbZpS5N3Pc63lZgnHy802VotOI53At85Kn3rqKRwOB4WFhSxbtoxbbrmFmTNnfuFL6BxURcWzSNucwD42C8mg49V1JQys0+pDLToD6f5iVBRG2d6CCXfHOeIzW8+LZ2CR67HEEqlOL0RWFJyxJsz1JXywrQLZqMM+qnXV78ozNzk4PmtiHaottvxwRyVj93yEz2wENYbZfA4SenKcpaSPGR3vcM9Y+rNvZ4j1EwCO5k4iq1Fr2zS0aSvPr/lcLboEwb0NRGr8cY03XsIVXsJHPSBL2Eeloygqi1//hLBV28TgSEaQ3rUTABh6fu84R3sGSx/AsF7ahxKfaxx59dr5PKxpC5/urqKs0Y+ptwt9qgU1FMO3QZSbxdu3Tnavu+46Jk6ciNPpJDEx8Su/hM4hsKNOmwEz67GPzSQSU1j95pugi2GIxijNHANArnktroHDIX1gvEM+o+l6T6Y4bQsATSmTyWrt6TimYT3PrdHakNnHZIIsET7STLisJc4Rd7xwuVeb1ZbAflYmqqry9lvLkUzaTHhJRpSedVqCO/KSojhHe4ZzZDBoVAJIYSxKPjZF+9uQHyhhx64DHKr1YkixYu6bBID3DP0A17JEWyhsGZCEzmFi4Z5qhm+dR5PNDCjoE4aDYiE5oZHCs8U1Op7yL74cq64ag2KnIbkP+mgMR6yFPN9RXlxbiiRJ2Me2lputPrPLzTqDb72D2ty5c9s3EuG0+fysbsLZWchmPe9tKqVf5WqQIVGVkELard4xtjdhwktxjlhAkuh/0Rg2PK1tMuF1JIMaJjNcyZIjR9lc2p9heW6sg5Lxb63Fu7Ic96wzK6HzLNQ2JrAWp2BItbJoTzXDNr2DN8GEpCrItnOQQjpyXaWkj74h3uGe8ayTv0+v1f/mgH8Se3tPIfXoe9Qk2hjSvI0X1gzh1xf1J+HsLIK76/FtrsZxbh66M2jxVbjCq3WjkMAxKRdVVXn39cWMNLYAFspSQvSu0xYQj7ykD5Is2o3Fk5w7nCE5H7LqaBrVGVPosfsfHE5zMbxpC69t6M0dU3phG5qKZ8FRYo0hArvqsQ5MjnfYZyxRXHsGCOys0zaRaJ3VVVWVT155HUmOYYzGOJgzEhmZNNMmUoqLIU3UNnYG5uLz6e/eBEBVznTSm7VFEaMaNvLvFUfgc23I/NvriDadOat+Q6Uegnu1Wd2EyVpi8NrbKzEamgAoS4vSs6F1VnemOJ87BVc+I4YEAQUzg0gOaHMt/bz7+HDdfpr9EYz5DgzZdoiqeFedWX2kj394swxKwZBuY82hegatfYsGuwVUFcU5HFQTqYkN5J8lzunOoN/MKeglHxYlg5glE0lRSQ9XY2wo4+3N5UgGXVuLT++KsjO+00g8iWS3mzthVndcJrJZz7K9VRSWaDsbuaMqKWFttfpYUavbucgyQy4ahESUxHAvMGgdTnr4D7F860H2VHowZidg6qFtMtGy6Fi8I+4wbbO6Q9MwpFhZf6SBojWv4zMbkdQYqn0CEjL5SSWkjRgR73CFVq4Z3yPXvA6AvT0nkejX2jYV1G3jPysPI0kSjgk5AHhXVRDzReIccccIlXraSnIcU3IBeP31JehMWueKstQgvepbZ3Uv7S82kegkjL3HUpy5C4CS/BlkNrXWojdv4R9LDxKOKlq5mV4iXNpC6EBTnCM+c4lkt5sL7KwjWu1HMuva6ofmvfgqshzDGImyN38YOlWP27SbjCF9IbVvvEMWPsc+4kL6urcCUJo/Hbc3gCTBiMbNPLboAACOc7Xtb32bqojUBeIab0cIHW3W/mjIEo7JWmLw0jsrMRq0llVl6Qo9GrWynJGXF8c1VuG/JPdk1BDtDoXeMJzMZm3HtCHN23hh+T4afWHM/ZIwZNhQwzFalpfFOeCO8d8f3rYda6LnytdosZhAVYg5xyCpRtJdDeSOOrPKlTq7QVdOQpbCmNV8LIoTgB7+I3hqqnlrcxk6hxH7aK3vbvMnR8XsbpyIZLcb++8ODLJFz/aSOlIPLAMgOaKQHB4PwDjrG3DOz+Mar/AlZJmhFw0EFBzRftij2q3fAS27Wb1lL7srPJjyHJj7uEABz6cl8Y74tPN8oh2jbXgaereZneXN5C57hZBRj06JotomISFTmFJCypCh8Q5X+C+pF36XdNM2ZHQcLjgbWzCMUY3Qv3odT684jCRLOM7NA8C3uoJYSzjeIZ9WocNN2oc33Wcf3l55fTGyUZslLMkI0bv+bABGXT5IzOp2MtY+I+mfsR+AQ71mkOLxIwGjG9fx98Xa7G7ChGytj3SZ94xuFRlPItntxgK7PpvVPd7z7425L6OTopgiUfYVjEavGnAa95A9tCekihmDzihx1HR6u7RbZYd7TCPF40OSVM6pW/mF2d3AtloiVb64xns6BQ81aZsO6CQSJmm3u194+7NZ3dIMlR6NwwAYcblIdDsldwGjB2uJnGI9i16tbcaKPdt5d8lm6rwhzEVujDkJqBGFlqXdtzxHVVWaj394G5GO3m3mQHULGUteJmAyIKlRpISzkVQDWUn1ZA8T7cY6o8FXnI1EFBN9SPYbQFXp4ztItOqoNrtrN7bdWfV8UiI6M8SBSHa7KTWmtM2AHZ/V3VdeT8KuxQCkhFTckXEATLC/ijTxnrjGK3wNSWLoRdqCFLsymMSwjKSq5AWPsWvjBnZVNGPMsmMZmAwqNC/snrO7qqp+Nqs7Mh2908zhWi9Ji18gotdhiIXRWacjIdMjtYTkYlHC0FllXnIDbuN+dKqBfb3GkdrsQ0ZlRNVynl52SKvdbZ3d9a6rJNocinfIp0XoQJPWV1cv4ZiofXh76fXFyEbtA+uRrCi96rQ1FSOvHBLXWIWv5ug7hN7p2rVpf+9pbX2kz25Yxd8XHdBmd8dnIZl0RKp8BHbWxTni00ONKUSqO+dkS6dKdpcvX86FF15IZqa27ee77757wuOqqnLfffeRkZGBxWJhypQpHDhw4ITnNDQ0MGfOHBwOB06nk5tvvhmv19vBRxJ/vnVVRGsDyDYDCWdrnyif/9s/0ElRzOEIB/LPQqfqcZl2kHXWCEjuGe+Qha+RNHoyBU5tW+dt/aeSV6fNZE6oXcFjC/cC4JiapzXl31XfLfvuBvc1Ei7xgF5uSwzmvr0Co05bxFOSaSS/qRgJhVHXjI1ztMLXkVy5jC7WzuGwfTyFDQFkRSUvWMayT5dQ0xLE1NOJMd8BUZWWxaXxDrndqYpK8yetG2qMzkSXaOJYg5/EhS8SNujQKWGMlqlI6MlNbyCzWFyjO7OhV2gfSgy6wbgDOnQxhYxQNZbynby5qQzZ+tnfYs/C7jm7611TSfVfN9O84Gi8Q/mCTpXs+nw+iouLeeKJJ7708UceeYTHHnuMp556inXr1mGz2Zg2bRrB4Gctl+bMmcOuXbtYuHAh8+bNY/ny5dxyyy0deBTxpwSibbWbjqm5yGY985dvxnVUWwWdFYBERfvFnJj4tujA0BVIEsMv1MpMXOFhRE0yhmgMZ6yZinVL2VXRjCHVinWItuXq8Vuj3YUaVWiedxjQNpDQOUxsL2vCuuA5YjoZUySE2XgBAEV5Vbh6i9u9nV3+ZdeQYCjFoJhZOXgMBbXaSvXR1St4ctFeJEki8Xjt7sZqog3dq7Wef0sNkTIvklFHwjnatr9PPvcxUuus7qEcHYUNIwCFMdedHedohf/F3b8/BanagspNg86lsPV8HtewhicX7dU6M4zLQrbqidYG8G+tiXPE7UvxR7Q1QironKZ4h/MFnSrZnTFjBg888ACXXnrpFx5TVZW//vWv/PKXv+Tiiy9m0KBBPP/881RUVLTNAO/Zs4ePP/6Yf//734waNYpx48bx+OOP8+qrr1JRceb0bPQsOYbij6JPtWAbkUE4EmXjv/+GJEFak5etRROQVR0u81YyJs0Ae2q8QxZOQupZE8hJPIKMjm39p9O7SlvocFbDWh6fvw1AW+AiS4T2NxI60hzniNuPd00F0boAst2AY1IOiqLy9D9ewaBvXcSTZSfT2xuZCCOumxLvcIWTIDmzGD1ISwj0xokkRqOYw1EcMS+7P/mAquYgpkInpp5OiKl4utHsrhKM0vyR1ivbMTkXXYKRVQfrSF+ifXgzxILY9ecD0LuHn+TCtDhHLJyMYZdrXWDsynBkScIcjpIQ85JSul6b3TXrsY/XPth4Pi1FjSlxjrj9eD4tRQ1EMaRbsY1Ij3c4X/Ctd1DraEeOHKGqqoopUz77Q5aYmMioUaNYs2YNs2bNYs2aNTidToYPH972nClTpiDLMuvWrfvSJBogFAoRCn1WE+bxaLdFI5EIkcjp7/N4/D3a471ijUG8q7StNu3TcokqUZ7+54vYQvXoYwqWpGSSglrf0UlJHxEZ8Tp0wDF2Bu05zvEy9MI+HHsxTKZ3JEeyV2APhPBawLd2PmsmFDE8z4VlWAqBDTU0fngI93cHdPhOS+09zjFvGM+nrV1FpuQQ06m8uuogvffMI2KUMEe8WI03QAT6FzVhTk3q0v/GJ6s7nM95l16GY/tSiGSxbOh0zl4/n615aQyt38ijb6/lwWvGYp2URehgE/5N1ZhHpWJIt3V4nO091i0LS1C8EXRJZkwjU/AGQsx7+C8kW2KgquzsaaO4qR+yFGXo1Wd36X/jb6Krn9Puvj3ISt5GeV0Km4ovZuz6N9iWm8bIpo089fFAZvRPwTYiBe+KcmINQTxryrGO6vjEsL3HOVobwLtWm1C0Tc8jGotCrF1e+n862WPoMsluVVUVAGlpJ37CTUtLa3usqqqK1NQTZyn1ej1ut7vtOV/mwQcf5De/+c0Xfv7JJ59gtVrb6Qj+t4ULF57yaxTst+GOmfAkRth0YA3Nm334V7yDDiisaWLlmAnkNsu4LJuozuzHuk+Xt0vsXUl7jHM8ZSeWUtbcn7qMKxm7+u9sKciguGUnv/7PfG4Z6cKsSAzQOaHMx/rnFlOfFp/FPe01zrmHrKSEzPhsUTZVbcT3Hux960PcRglDNMbGgZkMr85FLwVpyNAzf/78dnnfrqKrn8/5+fvZfiCLpPDZ1CWtw+UN0Gi34F/+Fo/pmumZCIVuO64GIyXPb2Z//xaIU/et9hhrs1+m3/ZEJCT2ptTi+eRjlu3zUFC/mbBBR8TQTEbkZgCS0qpZuVFco7sStYcEdQrJoeFUpC4n0R+k2Wqmx7FV3PEfmZn5CimpJnKP2Gj86DArq7YQNcSnfre9xrnHHjtOxUiTK8ymfatgX7u87Enx+/0n9bwuk+yeTvfccw933nln2/cej4ecnBzOPfdcHA7HaX//SCTCwoULmTp1KgaD4Vu/Tri0hcY1u0CC/GuG0ivdxqM/uwcjCom+IEeGFpLTrLVjmpK+DNec1+mn+/bv19W01zjHm39YNa/+fhvuYB6bBg4ms+wQVU47g8uWUjbxLr4/sRe+1Eq8H5VQUJXIiKsGI1s77le9Pcc5UuGjYe0OALJnF1OYl8Af/vUhSdFyVFmiwdFIj+brABg0NMbwmRe1yzF0Bd3lfCY2Fd/9/+RQczEHe17B5OWPsbpXNj38R9i0t5rv/ep6dGMj1P1tGwktBiZmjcAyOKVDQ2yvsVZVlabn9xJWmzH2cTFuzmjKGgMcfO5mwgYdpkiENUPymHg0D70cZtoPLsWa2PnqH0+X7nJOr/AsYM8eK+V5VzJu1V9Y3zOL/i27eetoH/IuuYR+aQk0PLUDqvyMVvvgOK+wQ+Nrz3EOHWyiac1ekCV6XDeCPsmWdovzZBy/E/+/dJlkNz1dm+qvrq4mIyOj7efV1dUMHjy47Tk1NScWfUejURoaGtr+/y9jMpkwmb54QTEYDB36C3cq76eqKo0LtFu91mFpWHOcLF24DGPlXiRVJT8cY600AxcyOZblpF54C5g7bta6M+nof9f2lpidzaiR61i1zoJsuZhMz++ot1tIpY6V777DxUPvIG9cNsHNtUSr/fiXlOO6pONXcp/qOKuqSuNHJaCCpTgFW083W0saSPj0WVSDREIowLoh/TjnaBomnZ+hc6Z36X/Xb6urn88YDJx9/VkcebwOZ6iATQOGU3hsL4fSXPQ9spBnlo7mhzMG4ZiUi2fBUbwLSrEPTEU2d/yfr1Md68CuOsIHtT7R7ot6oDcYeP4vf8du0HY+3NaznmFVNwAweJyDxGR7u8XelXT1c3rMjVM5dM8iHOFstvUbQVbVXsrdDibWLuX+93ry9g/G47qkJ7VPbSewuYaE0ZkYcxI6PM5TvkbHVOo/bi0xG5OBJeP0Tw7+t5ONv1MtUPs6BQUFpKens2jRorafeTwe1q1bx5gxYwAYM2YMTU1NbNq0qe05ixcvRlEURo0aFZe4O4pvfRXh0hYko0ziufkEfD7WzdW6WuTXNrN48BhcgQwkXTPn9t0OfS+Md8jCKRh4zcU4zbWYo3aWjTyPvhX1AIyoX8fvXloKsoTr4h4A+NZVEi7veu33AtvrCB/1IBlkEmcUEFNU3nz4UVRDDF1MYfnAAKPKtJncYeMTMFm77h/HM52t3yjG9NUWbAUdF5McjmELhrEqAba9/SIl9T4Szs5Cn2xB8UbattftStRIjKbWjiIJ47PRJ1n4ZNNhXPu0W8l61YPfNQZHMA2zIciQS0fGOWLh27I4TIyaoU3KhR0XktXkxxiJkRRpxLBrGS+uLcGUn4h1aCqo0PjewS7Zisy3oUrbuMqixzE5F08wwjMrjxDthAvvOlWy6/V62bp1K1u3boXWRWlbt26ltLQUSZK44447eOCBB3j//ffZsWMH1113HZmZmVxyySUA9O3bl+nTp/Pd736X9evXs2rVKn7wgx8wa9YsMjMz43x0p0+0IUjzh60re8/NR+cw8u8/P44+6scSiuDPziLDMxGAc53PYL78URBbTnZpOoOe8VdoyWxS6GwO5ySS4vGjQ8G98S3e2XIMU6ETS3EKqNDUxS6mMV/ks8TgnGz0ThNz568jqVbrOqHoG0iPXok56sCd4GHgzHFxjlg4VQNvvoYEYznmmJ0Fo85jYFktAH09u3nomXmgk3BepJ3z3jUVXW6nQM+iUmKNIXQOIwkTcvCGomz546+JGGRMkSifDDcxulRrnzfq4h4YLV3mxqvwJQbMKMad6McUs7Fk9AX0rdA2khjZtJF/vr+Wak+QxBkF2kYTZV58G796XVFnFPNF8CzU+ukmTslFthp46K1NrPjXv7jj1S3xDu8LOlWyu3HjRoYMGcKQIdpOMXfeeSdDhgzhvvvuA+Cuu+7ihz/8IbfccgsjRozA6/Xy8ccfYzab217jpZdeoqioiMmTJ3Peeecxbtw4nn766bgd0+mmKiqNb+1HDccw5juwn5XJ+vVbCO1YCUDPRh8lSRcioyPDsoqeF18E7o6tDxJOj5yxw+mRWYWMTHnOFeQ1N6KLKaSHa3j9+ddo9IVxnl+AZNQRLm3Bv6k63iGfFFVVaXr3IEpLGH2KhYRzsjlc66Vh7qMoskRCIMiGgX0paByETJQp3xuD3qCLd9jCKdLZnEy5IBGAtMBZbO2fTW7r5ikpW97j/U0lmHu7sPRPAqV1NkztGh/gQoebaVmm9WB1XtQD2aTjiT89i17R7sgczWhkTNV1yKqBvPwo/SeLPtFdnayTOft6rfORKzKOkszPJiTGVCzit+/vRJdg1DYDAjwfH0Xxd40uFKqq0vj2ARRfFH2aFdvoDJbvr8X8zhMMCG5nzJLH4x3iF3SqZHfChAmoqvqFr7lz5wIgSRK//e1vqaqqIhgM8umnn9L7v5rHu91uXn75ZVpaWmhubuaZZ57Bbu++dU++dZWEDjUjGWTcV/QmEo2w+PE/IkmQ1dDC6uHn4Axmgs7DjP47YfjN8Q5ZaEdjvzsVnRQizdeT98eOoahS++M5tHIlD72xGp3DhGNKLgDNHx8h5uv8F9PAtloCO+pABveVfVB0Ms/87k/IuiCyorK9V4RR5ZcDMPIcEyk9RA/S7iJz6oX0TNmHhEyT62qSIxFMkSiJMQ/vzX2OJn+YxAsLkQwy4SMe/Js7f2N+JRil4fV9oGrrKSwDklm06SCWje+AJGGJtNCcOgWXPwuLIcik709AEnfeuoXsfmn0KJKRkSnNv4rc+jp0MYXMUCVH1ixh8d5q7GMy0adZUfzRTrnz2Jfxb6ohuKteqz2/sg/eSIz//ONVbLLW+714yLB4h/gFnSrZFb6ZaH2A5vla+ULijAL0SRb+9ZcnMYQ9GKMxYlkZuP0TAJjieg7L5Y+CLP7Ju5OEjBTGTtRqVfO8l7An34nbG0BHjMjil7WL6djWi6kvSuNbBzr1bFisOUTju4cASJiYizEngWffX0dyhbb7nyw3kyjPwaBYyHA3MuSq8XGOWGhXksQ5t52HSdeIM5TGwhHn079cu/3br3YDf3hhEXqnmYTJ2ge4pvcPdfqd1ZreO0SsKYTObcZ5USHN/gjbHvwlEYOMMRJlyXA3gysnAzDxur5YHcZ4hyy0o7HXjcagi5Lq78GCsZPp1boZ0Pi6VfzmtXV4wtHPra+oIri/Mc4Rf71oQ5CmD7RrtGNqHsYsOw99sJ0RRz8CScIc9bJ1gjPeYX6ByHy6KFVRaXhzP2pEwVSYiG10Blu27yO4SVvskN8c5IjzAnSqjhTLGvrMnAnOnHiHLZwGA66YTEFaFTpVTyD5RtJ9LciKQlaogif/8yaecAz3lX1AJxHcXY9vfeesDVPV1nM6GMWQbccxKYeDNS14nvsjMZ2MJRxma78hZLb0RC+HmHz7ROQO3jBDOP3MmXlMP18GFLJ8Y9k4oA/pTV4kQLfiVRburCTh7GyMuQmooRgNr+9DjXXOD3D+7bX4t9SABO6r+iCb9Pzrt39F1WkLRvfntTCi8hoA+g+MUTCiIM4RC+0twW1m/Gxtq/fMwHkczXbh8AcxEKXf0YX8/sPdmAqd2MZoC9oa3tjfae/AqYqq/b6FYhjzHCSMz2blgTpMrzxGyCSji8V4Z2wjoejJ9b7tSCLZ7aK8qysIH/EgGWVcl/cmpih8/OgDIEGyx8/GwZNwBTNB18QFg/bBkGviHbJwmkiSxKQ7zseqbyIxlMrKYZfSo0abHRhW+il/eGcjxiw7idPyAWied5hITee7GPnWVhI60AR6GfeVfYgBz//mUVRjqHVXKYkhVdoCnrOnO0jMcsc7ZOE0yT7vUobk7QZANs/CoUroYzGSI/U89+8X8ISiuGcVIZl0hI96aFl6LN4hf0G0OUTjOwcBSJiYgynPwfwl2zDvWwyAJLVgsM7EFnHhtLYw9juT4hyxcLr0GZtDrwFGZHS0pN5IVrMHVJWe/iOsXb6aZftrtbuzKRaUljBNb3fOO3Aty8u0DjlGHe6r+uCLxHj6H2+QKGuLSauTg5xVP5PZO9bHO9QvEMluFxQua2nbVz3xvAL0bjP/+POTGEPaAqVwdiGp3rEAzEj+D9bLHhbdF7o5syuRabOzAIVM3yj29OyJPRjGQATPJ6+ydF8N9nFZmHo6USMKDa/uRY12nvYwkVr/ZyU50/MxpFr5z7trSKnULpqK3ktm9Hp0qoH8jDr6XnhWnCMWTrdRP7wGt/ko5piNLf1n06u6CYDiipU88Poq9G4zztb+0Z5FJYRKT665fEdQFZXGN/ajBlrvUkzOpbYlyJG/3k/IqMMQjbJ5QC961A9BJsaUW4djMIlFlt2VJEmcc/NoEmwhEsLJrB02k/zWxZfTahbxyzc24VMU3LOKQCcR2FWPf2PnWlAcrvC2tfxzXlSI3m3mjx/s4Oz97xLVyeiUIHLCZaTVn83SmuvjHe4XiGS3i1GCUepf3gsxFXO/JGyjMlixYReRjR8DkBVQaTZpvUfz7PMovOx6cGT8j1cVuoPMsaMY0b8SAKNpNs5IFICegUP86bn5tISjuK/sjWzVE6nw0fxJ5+hVqkYVGl7eq5Xk9EjEflYmW0sbicx9hLBBhzEa5VjBRFyBdKx6D5N+OEMs4DkD6OxuZlxbgCwFSAr0ZNOAUbh8AWRJgU9f4NPdVVgHp2jt9RRoeHUfSiga77ABaFlWRuhgk7Zw+Ko+qJLE8z/9NUGzFt+uHjCy/AoARp8jkdYnK84RC6ebyaJn6vdGIaGQFhjJ0ZxCzOEoZjVIj8NLefCjvRiz7G3dGZo+OES0PhDvsAFQwjEaXvks77AOS2PJ3hr0LzyOx24AVWVfz3wyW/qh18UYc7VYoCacAlVVaXzrALGGIDqXCfflvfAEQqz502+0mjBvkL29L8IStSObSpgxtBYGXhHvsIUONPzWWaTbSzAqZg70upbMxhYAxh58n9+/twOdw4TrMq2DiXd5GcGD8V8M0Tz/CJFKH7JNj/uqPnjDUd7/5W8JWWMAHMhPpE/9eEBhyqwMLO6O32lIiA/nsIlMHKL1W3aq56MzWpEUlfRINf985g08gSiuS3qic5qINQRpeu9QvEMmVOJp6z/qvLgHhhQrL859H2Ot1j8+ZPKTG75Bu0uRWsHgWZPjHLHQUTJ6uRkxJQkA2TYLt19bXDmwZScfL9/CqoN1JIzPxliQiBpWaHitc9SjN71/iGhtANlhxHVZL2paQvzn8VdJksq1xxOj9GvSOuScNbMXrnRbnCP+IpHsdiG+dZWtLZkk3LOLkK0Gnrr/YXSqH31MwdNjGO5AH2JSmCtS/o3uoj+L8oUzjGw0cO73xqCXvbhCeRzqMRxjJIpBCtPw0css2FWFpX8StlHa9tkNr8d3MURgVz3e1RUAuK7og85h4m+Pv4XLuweAoDlEfvBaAIYWVZAzrnvvhCh8UZ8bvkNh4lZkdFRlXUtOs1ZvPqpkIfe9sQHJrNUPIoF/cw3+bbVxi1XxR7QZMAUsg1OwDktj865Sgm//g7BBj16JUpd1Ls5gKnZ9A5N/LO5SnGmGXVpMRnoYo2LmUNE1pDT7QIJLKz7krje24QlGcV/VG8ms9UdvWVIa13j9W2u0korWRZZY9Nz77HLOPfgeAZMB1ChG25XIqpHcngYGTMqLa7xfRSS7XUS43EvTB9oMR+KMfEy5Dt6YtxxDiVbTmGR0IEW0GYIhiXNJvvSnYE+Ja8xCfCT0LGLy2Vo9mFOdgUXSWhn19e/hkec/obwpQOL5hdpiCE+Yxjgthog2hWh4cz8A9nFZWIrcvL1qP2lLn21LDALJl2GKWUm1HmPkbVd2eIxC/ElGC5NunYBJX4M9kszuoqnYgmEkWcGy4D+8vuEYpoJEEiZq3WYa3zlAtLHj25G13XlrCqFLMuO6pCfNgQgb7vkJLTYDkqKys08GPRpHIhFl2pVOzElJHR6nEF+yTmbKD8Zj0IVwhQopzx2ALqZgxUfuoRXc/fZ2dIkmXMfr0ReXxq0ePVofOGGRpbmHk6eWHGDkh09Q67SAqlKa1wt3sACTMcqk747stB/eRLLbBSjBKA0v79HqZfq6sY/LoqTWQ9mzf0KVJFyBKOVJM9Gpesy2jYwbaoH+l8Y7bCGOel41hz7J25GQaci4Fpc/hCpJnHfoLe54YR0xndS2GCK4qx7fho5tR6bGVG2RXOsCnsTp+Ryt81H20H147AYkVeVQYU8yfL0xSH7O/c4gdCbzSbyy0B2ZCody/vhqVGIkh0cTcaQhqSopsWo++M+zHKxpwTFZ68usBmNxuf3rW1dJoLXRftJsrVPESz/7LT6Tlngfy1QYUD8LgDFFu0kfP6VD4xM6D0eylXOu0NrM2eWLsEW1c3VE8wbWbNrDS+tKsQ5ObatHb3xtH0oo1qExqlGF+lf2am3G8h04JuexqaSRkqeeJJgQBqAqRaJXy8UATLxuILZEU4fG+E2IZLeTU1WVhtf3E60Poks04b6iN+GYwst33Y2ij6GPxqgunIY9kkzEUMuclBeQzn803mEL8SbLjP/++Vj11diiSRzLn4ApHAVdjL4rn+HPn+w7sR3ZB4eJ1HZcOzLPohKthY1JR9LsIiLA3Pv+gmrSZqRrkwz0br4EgAmjKknsN6TDYhM6p4yZtzEifSkA0YTZpIW0biJDG9fzy6fmEVJU3LP6xKUdWbjSR9O81jtv0wswZifw9ovzkco3oMoSUVOUNOUm9KqBfNsOBt96Q4fFJnROvc/pQ8+eIWR0NGRfS0IghCpLzDn2Fg98sIM9lR5cF/dAl2gkWh+k+cPDHRpf8yclRMq8SBY97llFeMJR/vzYO/T1bSei1xHWR0iR5yAhUzTYQo/hnXshvEh2O7mWZWUEd7fOFlzTF9lq4IkHHsfo1+p4DEm9cASLiUkRLk58GPNlfwGbuDUmgDGzFzOmBYEYyZEx+NzJSKpKIg3see0Flu2v/a92ZPs6pB1ZYG8DLYu1RMQ1syf6JAuPP7uQnNKlRHU6FF2MZPlGJGT6p2ym97UiMRAAvZERt1yF07RHq3csuJwkXxBVkhix/RUeeGcT+iQLztbdqDyLSgiVnP7bv4o/Qv2LuyGqYu7jwj4ukx27S/C8/FcCJgM6VaEl+XwSIkk4dBVMuWkgkqXz7TAldCxJkjjne5OxmbzYo+lU5oxCH4sh6yJcdPgDfvjKFoJ6CdeVWj26b30Vgd31HRJbYHc93uVlALgv74Uu0cgvX1zDBVtepCHBAqpCS9pEbJE0HPYIZ18/okPiOhUi2e3Eggcb8bTule28qAfGnATeeONjpF3aLmkuyUZMvhCAXq7nKDh7BvQSt8aEz6Sffz0js1YDYDRfTUJrbe4g3zb++PT71HpDuK9obUdW/lkfxdMl2hCk4bV9ANhGZ2AtTuWDdYdIef1RmmxmJFXBl3Ie5lgCKcYjjPvhTNAZTmtMQtchZw7iomkRkH0kBQs41HME5nAUdAqGt/7G/O0VWIekYhnc2o7stX0owdPXjkxVVBpe20esXuuQ47qyD02+EBt++mMaHCZQVcpyisjw90cn+Tl/Uhmm/mLzCEFjthuZcuNAQCE5NomQzQpAWqyMhD1r+M37uzH3cGIfp7Wma3zrALGW8GmNKVofoOF17RptPysTS/9k/rX8EP1ff4yqJAsAVRkZZPlHopOjTP/RGIwW/WmNqT2IZLeTijaFtFW9KliHpWEbmc7WXYeoePVxFFnCEVapT74SGR1Swhqm55bD5PvjHbbQ2cgyw743hxTTHowxM3UZ15IYiqDKElMOv8NPnl+DajfgmtkLWnfICexrOC2hqBGF+pf2aHW6OQk4Lyhkf5WH8l//nFq3VutVl9qDlFB/DFIL02cloU8tPC2xCF1XwrTbOTdvHgDpwakEU7ORVBU7zcz722Mcawho7chcWjuyxrdO3wLMlsWlBPc1gl4m6Zp+SBY9r/3wbpptWoeT+pRECnzarn/TCt7HffGdpyUOoevKHlzA4CHa+aKz34A1EgZJYkLDcj5ZuZ33tpaTOC0fQ7oVxReh8c39qMrpOZ/VSIz6F/egBmMYcxNIPK+AdYfrOfTYE6i2FhRZosWuIzeo1Z5PuLKAlFzHaYmlvYlktxNSo1pSoPiiGLLsuC7pQaPXz9L7f0pUL2EJR2kovARr1EXQVMWNjv8gXfEM6I3xDl3ohOSUnlxwlQuTrgZHOI3y3BmYIjFiBhi05En+snAflgHJWjsyVWvOfzqamTe9f4hIuRfZqidpTl98MYW3fvZbQjYfAM0OM1lRbWHlucN24DjrknaPQegGdAZ63fR/DHS8DYBBvpJEnTYj1tOzg9/+5WXCOq09IzqJwI46vCvK2z2MwN4GPIu0cjLXpT0xZtl5+a/PEWvaiyJLRK0G0mLaTlIjHG9ScPPPxTVa+FKjb5pGamID5piNhuyrsYQjRPUy15e8wT1vbuNQg19bUKyXCO5rpGVZWbvHoKoqje8eau15bsA9py+1/jD/+NMr9PdvxW8yEJMVHMZrkCUdA4ZIFE3o1e5xnC4i2e1koo1B6p7bReRYS1tSoOpkXvjBD4npIuhiCpH86dh9PYjIAS5MfBjLhb+HpB7xDl3oxKxnXc0lY3aCFCQ5PIim1H5Iqope76fyuSdYvLca54VaqYwaiFL/4h6UcPut/vVtqNI6Pkjgnl2ELtHIYw8/j7t5O1GdjqhBxaXXanOHpywi/zoxAyZ8jZTenH3NBFKsq9Gpeppc1+CKgCpLDNjzDr97cQWmXAfOC7Q7A80fHSF4qKnd3j5aH6Dh1X2gauU4tmFprFy2hdCilwga9egkkKyz0GMgy7yWEbPGimu08JV0BpkZP52KRd+CM5xLbdY4ZEUhZoxx+d43uf2lzUTdZlwXtbYj++Rou28I5NtQhX9Tdds1GruBe//5KefveYNahw1UhVDSNExqEmlJLYy7+Zx2ff/TTSS7nYUKvlWVVP95E6EDTdDaGkrvNvP03fcRDdaAqmJJHYk+MAhFijEg5U/0Lh4JxbPiHb3QBSRf9UtmFLyDioKL85EsbgCyY0eY+7e5lLcEcV/TF9luIFLpo+mdg+1y+zdc1kJj685Wjql5mHu5eOH99WSueQmvxYiEComzMapWskzbGfH92WC0nvL7Ct2bNOhyLj2nCb3pMGYlgZrMK7CGY8T0Ekkf/JXX1h3R6sKHpmp3LF7eS7QpdMrvqwSj1L+wGzUYxZirleOUVTVy8KF7aLKbkFSVluRp2GIpWAylnDf6KNKQq9vlmIXuy56SyHnf7YtMhOToWIIJmQAkytVkbF3I/e/vxDYyHevwNO18fqV9zmdar9HHdx90TMvH3NPJn+btYOL8xzmWou1Y2ZjaF3d0IBa9j+l3TkGn71rpY9eKtpuKlHsp2uHA+3EJakTBWOAg7cdDMfd28cpfnsJXsgWARHMBUWU8ANa0fzElxQsXiF3ShJNkMFN4y68Y7tZu/+rM12JVDaiSxLCaZfzyiXnEbHrtU70M/i01+NZUntJbRptC1D23G6IK5iI3CRNyWLq1BOWJ+6l3aE3JfcmTsMcySdCXMf0qF3LGgHY6YKG7M5z/e+b0eoeYvpGEaA7NWZPRxRRUQ5S9f/o1uys9uC7tiSHDhuKLaDXjp9BxRI2p1L+8l0iVH9luIGlOX1rCERbcehv1Dm2RTkvyINzR/ki6Zi7Pm4vxkj+Ka7RwUtKLezNhurYgN8EwG1nSgyQx1LuRDYvW8OamMlwX98CQaUPxRWk4xfMZINYcou753W19/BPGZ/P2pmPon3qUWreWInoSXWREz0cmyvSb+mBP6nzbAf8vItmNM//2Whr+uRObT49k0eG6rBcp3x2EIdXKwjfnUbn6AwAcqouARathbEx7i5tMa2DWS2BKiPMRCF2KM5dRN15GpnU5OklPIPk6LFGVqF5m2MbneOjtzZh7OEmcod3+bZp3mNDR5m/1VkooRv1zu1BawujTrLhn9WFvRRMH7v4J9U4dAD5XX9yxIejlZi4+ex/ms65v18MVujm9CfucJ7g05a/EpDAJ0aHgHgiAXarn2V8/gieqkHSttngscqyFpvcPfbs7Fiq0fHiE0P5GJINM8vX9Ue0GXrn1J3iMWouzUEIqycpUVCnCpUl/xnHtP8Cc2N5HLXRjfS+ZxKA+tdpOZK6bMMQUInodV1a8x+9fX8eBBj9Jc/oimfWEj7XQdAr9d9VwjLrndqF4wuhTrbiv6sOGkkbWPPQ3EgxVRPU6QiY9KdJ1AEw4z0zm0N7teLQdRyS7cWbu6USy6mlICpH0o2JsI9KRZIlt6zaz69UnUWWJhIiJQNIcZEnmWMoyfiK9hHTpPyG56xSHC52H1GsyF15gx2rah0lJxJs6E31MIWySsL/8MC+vLcE+LhPLoGRQVOpf2E207hsuWFOh+Y0D2mIHu4HkG/pTF4my4Ef/hzchCJJEwJ6Cmxkghbm4z/skXia6iQjfgiufnFm/YIz7L6goGORpWA2pAGQ1buF3j7yAmmgkadZn/Uq9y7/5grW0SjOBDTVaTeOsIgzZdub+7PeE/EdQZBnFYseh08oVJiQ+Rsasn0Fav3Y/XKH7G/vDy8l2lmNU7QRTLkenKPjNOm7e/Ty3vbABr0WHe1YfAHxrKr/dDpgqNL95kEiFD9mmJ/mG/pR6Q/zr9/+iv28zLRYTigQ2y3VIko5hgxrpe9H49j/YDiKS3TiTrQaSf1DMkd4+dHZtpW55SRlL/3gfMZ2ENSwRTL8RnWrkmGsb3zP+A9v4n0HRefEOXejC9BPuZNawDWCowqYWEHKdDaoKpiAHH72PxXtrcF3eG0OWHcUXpe7ZncR8kZN+/ewSK+F9TaCXSLquHxGbgWd//GtkqRJFlomYbTj1c5AkiXPTnif9pofESnXh2+szgxGTx5PnegGAmO1qbIoZRZbJ3f4mDzzxHqbeLhLP+2zBmm9z9Um/fHBXPdklWh154vmFWPon8dpf5hI6spKIXoesN2I0X4ckyfRxvMaAaWOh30Wn6WCF7k7W65j28wtINNViU/MJusYCELLGGL/qRW59YRNyz0QSJucC0PjOAQJ7v1nLyKxSC6E9jdqGVdf2w2fW8ZtHXmdi6UfUJ1gBFdkxE73kpGd6GaNuvfS0HGtHEcluJyDbtRqdSCjMCw88xOs/vZWoDkwRlWjGzegUK+WJ+7gg4U/kF06ACffEO2Shq5NlLFc9xuzCl4npvNh0o5Bs2kyBTVfPkt/cz47qFpJv6I/OaSJaH6T+uV2okf/docG/vpq0SjMA7iv6YMhO4O/3P0FCwxYieh2q3ojdfBOSJDPM8TK9vvt/kJB22g9Z6OYm3MMFxQrmxE+QJJmg+xosMZmIXiZp6b94/JUlJJydhf3s1gb9bx4guP9/r2gPHW2m+c2DAFhGpWEfm8nCNz+heekrBI0GdJIOEq5BjxmnbTWTB7fAOXef9sMVujezy8UFPxiKUW4hQR5DzKIltg59FZmLX+OuN7djn5SjLcBUoOGlPYSPtZzUawc21ZBeoW0Q4b68N1J2Anc/8THTNz5HpcsOqkrEORGznE+arZzJd12OpOva6WLXjr6bUFWV0vVbefrGWdTsWIkiS1hDCqRdi6w4qEo4zIikRxhnS4aZT4Ms/tmEdmCy477h71yQ+ncUKYLJdAF6s7YC2KUc45V7f0tZOELyTQO0+rDSFhpe2/e1Dc19m6tpmXcEANukbCyDkvnrX14lcdcHBEwGZEmH0XY9kmSgp20+o2ZNhKxhHXbIQjcmy0gzn+KG/FWEErZgkBwEUq7GFFWJGGSkNx7llQWbSZxRgHVwilai8+Lur00QggebqPvPToiqNDnDJMzIZ/nHqzk691G8FiM6VUJJnIURJybrNmblz0e67J/iGi20C2evXpw/241EBKtpJqrejiLLFET3EfjgDf786X5cl/XC1NuFGlGom7uTSK3/a18zsKsez/ut1+gJWZiKU/jlC6s4Z/5fKUuxAxBOHEGCNJQEfR3n/d9E9Nau3x1H/EbG2cYlK3jq2lmED24gJquYIlEyjJlIhT9GUlOps5aRlf5HLpV0cM1bYHHFO2ShO3HlU3jdLxnuehIAnfkqjMYUkCRSA/t44p6HaLHpSb6ur9agf2c9zR8e/tKE17+tlsY39oMKtWlBrOdk8thfX8O+9BlaLCZkVUJ2zEEnJ5BlXcq557mQhs6Jw0EL3ZbRhu7qV/he8rP4LCWY1VRCaVdiiKmEjTJ1T93Hp5sP4rq8N6ZeTtSwQt3cXYRKPF94qeC+Burm7tI65PRM5HBvLysXrmTvk7/BYzMiqxBzXYpJSgPrHm5I/ze6OWLRsNC+Ms8+m8kTmpEkGbP9RpAMRPQ6BgU2s+2lN3hlYxlJc/piyG4tOXtm51duKRzY10D9y3u0D3rJISwTsvjlS2sZ+MIfqEjR7sZF7H1w6MZj0TVy0W29sWZmd/ARnx4i2Y2z5h27iRBGF1NIiSZQcPY9NCXMIuY30Gipgpw/cmvIB3PeFE3JhdOjYDxjLjmfPOeLSJKEZJ2DUe9GlSUyGjfx8D1/IpBuxX2FtgrXu6qCmsc2E9hd37aqPbCzjobXtO2tLcNSKcn3889/vI15yTO0WLVEV3JegV5OJsm6losmeJEm/SLOBy50S4nZWK9+ljmuB/GaKzErOUSTZ6KLqYSNsOf3/8eynUdIuqZva016hNont1Hzz+0E9zWgqiqBXfVaO6aogrmvG+ecPhzbe5S9/3lEm9FVQHFdjFnKJ2w5xHeS/ob+utfAXRDvoxe6oT6zrmR4n4NIkgGD42YkdIQMes7yrOTNf73BJwdqtZKzJDOxxhA1T27Dv732hEmJ4IFG6l/QWoyZ+rs53MPHb9/cTNHc31GbLKNKElFzNnb9eRjlFi65KQ1n/8FxPe72JJLdOJv0w1tIN2Vhy7kKb9p3ObovhqpAmWM/Nfl/5l5vFdKslyCz+5x0Qic04jtccLabLNfzSJKMZL8Wo+xEkWXSK1fwyP89QKiXE+fMnkhmHZEqP/XP76b2yW20LCuj/uW9oIB1aCr2C/PZsP4w+mVz2271qs4rMMjZ2CxbuWLkAeQLRO9R4TTKGUHWJb/naue9tJgrMFEA7ouRFZWIUWH7b3/MglVbSb5pANZhaaCTCB9ppu7ZXVT/dTP1L+2BmIplYDJJ1/Rl2Qefom74iIBJj16RiCVfhlnqQcBcynddf8B0zVxIF/2hhdNn5A9vpF/6HnSyFX3ijciqTMBkYFrNAv7++Bt8eKiOlJsGoHMYiTUEaXh5LzVPbCW4v5HQ4Wbqn98NURVzvyQcl/fgvQMRej7/O+qSJFRJImLOwGa+DIPs55JZRtzDxsX7kNtVl0p2f/3rX2szT5/7Kioqans8GAxy++23k5SUhN1u57LLLqO6+uRX3MbDka11NCdcRTiQg6pAuWM/8/o9TkL2QzzUdAj9zH9BYdfalk/ogiQJZjzCJaNspCXNRZJ0SI5rMcouFFkmqX4Tf/vRPYT6ucm4awQJE7KRDDLh0haaPzoCioplcArOy3rx73+9Q+beBQRMBnSqDM6rMcnZ6C17mTNoFbrLnwJZF+8jFrq7QVeQc8H9XOX6JR5LOQa5J5LrEgwxlYgB9v3jft79cCHuK3qTftcI7OOykIwy0Wo/KCrWIam4ZxUx//nX2PPa3wkZ9RgUHYp7DmY1D5+5nJsSf4P9qich76x4H63QzUl6AxN+cTP90naikx3oEq9FUiW8FiPnV8/jjb/8h3eO1JH2f8NwTMlFMumIlHupe2Yntf/ejhpRMPdx4Z7dh4c+2MG4xc/S6JJBkohYc7Cbr0InR7joQj8p42fE+3DbXZdKdgH69+9PZWVl29fKlSvbHvvJT37CBx98wBtvvMGyZcuoqKhg5syZcY33f9lt2EhYDVHhOMC8fo9jzH2Y/3iW8YuGRqznPQr9L4l3iMKZQpbhose4fKiRpOT/IEkGJMf1mPSZIEkkePfx1Pd/TF00RuL0AtJ/NgLbmAzQSVgHp5Awsxd/uf+vxJY8R9CoR6/qkROvxyCnYbBu5abe72C4ei7oTfE+UuFMMfxGCmbcy+XO+2iylGGQe6CkXIMlIhHTSZS88QQvPvEM+kQTzgsKybh7JIkz8kmcUYD9ojz+838/Ze9HLxLR6zDEjOC+EaOUSrN9Hzcn/hz3zAehz/R4H6VwhpCMZib84jv0S92GTpeE3nE1sirjNxkY7l3Nij/9hZe2lOOYkkf6z4ZjH5cFegkUMPV0kjCriLtfXE363F/TnKjdWYvZirAbL0cnh7lwcjkZ510V78M8LST1W20lEx+//vWveffdd9m6desXHmtubiYlJYWXX36Zyy+/HIC9e/fSt29f1qxZw+jRo0/6fTweD4mJiTQ3N+NwONr1GP5bS9V2rnjvDoZEj3JbYzO50Sj0ng7n3CVWqbezSCTC/PnzOe+88zAYDPEOp/OKReHNG3lhV4Smmu8gqRJq4CPCob0ARGUXRbf+HxeML0YnS6gxFW84wpM/+hm65oMgSehVEzrndUhyAuaEFdzQew26a14RCyzbkTifv4E1/2DPwkd4s+nXuP25xAhgqnkOr0FbuS5b3BSeM4mxUyeRlJVD2YH9vPXre4nFggBYSEFxXokkmahzreMn5r/guPBRGHpdnA+sexHn9MlRg16W/uEpdtcMRVFaiHqeR1FDoKp4lFQc37mLWyb0JMFsINoUIlzSTKQwkV888T4DV/0Hn1Xb2lqxDcVqnIBB9nDx9DrSLvpOvA/tGzvZfE3foVG1gwMHDpCZmYnZbGbMmDE8+OCD5ObmsmnTJiKRCFOmTGl7blFREbm5uf8z2Q2FQoRCobbvPR5tZW4kEiESOflG+t+GpaWWN6o2k6CqRHtOIzL+LsgopjWA0/reZ5rj/5an+9+0W7j4KeZEb+Rt+c+U1fwQg/U8DHIiUf9a9EojB5/8JX96yo5z/PmMmTKeT+67G53aApKEUZeKlHAVkmTA5pzHtX2Polz+KoreJs7pdiTO529g+HfpHQkya9kvmGu6k8zGoURSbsHe9AZeylECDRz8+E0OfvwmeoudqN8LEhijMQyJZxMzjkYCKlM/4m7D85gveZpI0fnifG5n4pw+SToTY392Izzyb3bXjsCQ+D3CvtdQI1U4dLVI/7yH294dRZ8Z53P92ALIsvDIff+gqOQTfFY9kqqiJkzAahiGWV/NJZeqOMZf3yXH/WRj7lIzux999BFer5c+ffpQWVnJb37zG8rLy9m5cycffPABN9544wlJK8DIkSOZOHEiDz/88Fe+7q9//Wt+85vffOHnL7/8MtbT3V9OVSmqfIsK5wg81rzT+16C8A3ISoTBpf/hYFMDm+ruxhJJJBrZh7X2Qzxm9QsLzGRFRbYNQ2c6B0mSSEx6iQkpZWzOuwVV7nKfq4VuqLBmAWmVr/KIeh0FldoOZ3J0P65j8wnJXhrsFhRZO69dfh2+jGuQ5SRiUpTyrNe5V/2AHQV3UJcgtgEW4k8XDeDcupFtteeiqjrCoWXg34Taem3WRVUqjVmosp70cAmqLKFXZFTXlRjkTOyGo/QYVEF96sB4H8q35vf7ufrqq//nzG6XSnb/W1NTE3l5efz5z3/GYrF862T3y2Z2c3JyqKurO+1lDLR+Mlm4cCFTp04Vt25OIzHO34KqIq97gp2L/8mHTfeSGMhCkaIYDPuxla2kWW0iZNRjjILimolen09Y56d30j84d2hPmPGIWIx2mojz+duRDn5K8L3v8htGkVl6M0ZF6y9qtESxeg5iO/opLY6eeNK0WtwGSxXRzH/yf6FDGK5+A33O8DgfQfclzulvQYlR9ebfmbe6B0oskbBShrn5AyJRLxH9iddeveRGlzgbSTKRZN7BeTf2x9Kvay+A93g8JCcnd78yhs9zOp307t2bgwcPMnXqVMLhME1NTTidzrbnVFdXk56e/rWvYzKZMJm+uGjGYDB06C9cR7/fmUqM8zd09k8oTutP0ls/4D+N3yfZM4hYuB+e1H5EdR5swT1E9MXoJTMeaymXOB8lljEOznsUg9EY7+i7PXE+f0N9Z2BPXsQfXr6SBwp/j6/+SnKa+kDASNhQRFOvzzr87Ehfymj7C1xnTmZx7i85J2e4GOsOIM7pb8JAzpyfck3ea7z5xiEI9UBx3UZY14jkW4qj6TB+PajWoegsE0BSKU5ZSKhfNpZ+53T5cT7Z+LtcN4bP83q9HDp0iIyMDIYNG4bBYGDRokVtj+/bt4/S0lLGjBkT1zgFocvrfS7Z35nHL3KeJz/rbhqSPyWo92KIOYgZRiFLZlrcS7k962/0uu7fHEqdIfroCp1XSh8M313Cr1NcXJH4eyr63cGnvf/F3pR1BPQtNJlrWNTn71xr+Sc35E8iduMn+MwZ8Y5aEL5SwriruPaOQfR1LUDSebDEXJjNlxJO/z90yT/BYJ2IpG/m4mHLGXX3z/Fau8fOaCerS83s/vSnP+XCCy8kLy+PiooK7r//fnQ6HbNnzyYxMZGbb76ZO++8E7fbjcPh4Ic//CFjxoz5Rp0WrRNZAAAS/UlEQVQYBEH4Cim9MXxvFefvm8/521+n9tCzzFNGcSw4kmzzJr7f24R0yWIiejtsmx/vaAXh61ndSNe8y6idbzFqyws0lX7Mh67lvJdtRyep/KWumbwpD8CI70A0Gu9oBeF/0heMYtJvizln7wJKly5g4xEH1YHhSKoBu2UXl1+ejG3sb7vkQrRT1aWS3bKyMmbPnk19fT0pKSmMGzeOtWvXkpKSAsBf/vIXZFnmsssuIxQKMW3aNP7xj3/EO2xB6D4MFhhwGQy4jBRfPTfuehv2L9Da5Y34jjabewZeSIUuSqeH4qug+CqcDYeZs+Ul5mx7Raszv3Ye5IyId4SC8M0YzOgGXkzBwIsp8DcQ2vwuDQePkjZ9FnL6mbuwskslu6+++urXPm42m3niiSd44oknOiwmQThj2ZJg5He1L0Ho6tyFMPlXMOmXoKraJiuC0JVZ3ZjG3URG99r591vpUsmuIAiCIJxWkiTqzQWhmxEfXQVBEARBEIRuSyS7giAIgiAIQrclkl1BEARBEASh2xLJriAIgiAIgtBtiWRXEARBEARB6LZEsisIgiAIgiB0WyLZFQRBEARBELotkewKgiAIgiAI3ZZIdgVBEARBEIRuS+yg9iVUVQXA4/F0yPtFIhH8fj8ejweDwdAh73kmEuPcMcQ4dwwxzh1HjHXHEOPcMbrTOB/P047nbV9FJLtfoqWlBYCcnJx4hyIIgiAIgiB8jZaWFhITE7/ycUn9X+nwGUhRFCoqKkhISEDqgD3SPR4POTk5HDt2DIfDcdrf70wlxrljiHHuGGKcO44Y644hxrljdKdxVlWVlpYWMjMzkeWvrswVM7tfQpZlsrOzO/x9HQ5Hlz/xugIxzh1DjHPHEOPcccRYdwwxzh2ju4zz183oHicWqAmCIAiCIAjdlkh2BUEQBEEQhG5LJLudgMlk4v7778dkMsU7lG5NjHPHEOPcMcQ4dxwx1h1DjHPHOBPHWSxQEwRBEARBELotMbMrCIIgCIIgdFsi2RUEQRAEQRC6LZHsCoIgCIIgCN2WSHYFQRAEQRCEbksku3H2xBNPkJ+fj9lsZtSoUaxfvz7eIXVpDz74ICNGjCAhIYHU1FQuueQS9u3bd8JzgsEgt99+O0lJSdjtdi677DKqq6vjFnN38NBDDyFJEnfccUfbz8Q4t5/y8nKuueYakpKSsFgsDBw4kI0bN7Y9rqoq9913HxkZGVgsFqZMmcKBAwfiGnNXE4vF+NWvfkVBQQEWi4UePXrwu9/9js+v4Rbj/M0tX76cCy+8kMzMTCRJ4t133z3h8ZMZ04aGBubMmYPD4cDpdHLzzTfj9Xo7+Eg6t68b50gkws9//nMGDhyIzWYjMzOT6667joqKihNeozuPs0h24+i1117jzjvv5P7772fz5s0UFxczbdo0ampq4h1al7Vs2TJuv/121q5dy8KFC4lEIpx77rn4fL625/zkJz/hgw8+4I033mDZsmVUVFQwc+bMuMbdlW3YsIF//vOfDBo06ISfi3FuH42NjYwdOxaDwcBHH33E7t27+dOf/oTL5Wp7ziOPPMJjjz3GU089xbp167DZbEybNo1gMBjX2LuShx9+mCeffJK///3v7Nmzh4cffphHHnmExx9/vO05Ypy/OZ/PR3FxMU888cSXPn4yYzpnzhx27drFwoULmTdvHsuXL+eWW27pwKPo/L5unP1+P5s3b+ZXv/oVmzdv5u2332bfvn1cdNFFJzyvW4+zKsTNyJEj1dtvv73t+1gspmZmZqoPPvhgXOPqTmpqalRAXbZsmaqqqtrU1KQaDAb1jTfeaHvOnj17VEBds2ZNHCPtmlpaWtRevXqpCxcuVM855xz1xz/+saqKcW5XP//5z9Vx48Z95eOKoqjp6enqH//4x7afNTU1qSaTSX3llVc6KMqu7/zzz1dvuummE342c+ZMdc6cOaoqxrldAOo777zT9v3JjOnu3btVQN2wYUPbcz766CNVkiS1vLy8g4+ga/jvcf4y69evVwG1pKREVc+AcRYzu3ESDofZtGkTU6ZMafuZLMtMmTKFNWvWxDW27qS5uRkAt9sNwKZNm4hEIieMe1FREbm5uWLcv4Xbb7+d888//4TxRIxzu3r//fcZPnw4V1xxBampqQwZMoR//etfbY8fOXKEqqqqE8Y6MTGRUaNGibH+Bs466ywWLVrE/v37Adi2bRsrV65kxowZIMb5tDiZMV2zZg1Op5Phw4e3PWfKlCnIssy6deviEnd30NzcjCRJOJ1OOAPGWR/vAM5UdXV1xGIx0tLSTvh5Wloae/fujVtc3YmiKNxxxx2MHTuWAQMGAFBVVYXRaGz7BT8uLS2NqqqqOEXaNb366qts3ryZDRs2fOExMc7t5/Dhwzz55JPceeed/OIXv2DDhg386Ec/wmg0cv3117eN55ddS8RYn7y7774bj8dDUVEROp2OWCzG73//e+bMmQOt5zRinNvVyYxpVVUVqampJzyu1+txu91i3L+lYDDIz3/+c2bPno3D4YAzYJxFsit0W7fffjs7d+5k5cqV8Q6l2zl27Bg//vGPWbhwIWazOd7hdGuKojB8+HD+8Ic/ADBkyBB27tzJU089xfXXXx/v8LqN119/nZdeeomXX36Z/v37s3XrVu644w4yMzPFOAvdRiQS4corr0RVVZ588sl4h9NhRBlDnCQnJ6PT6b6wOr26upr09PS4xdVd/OAHP2DevHksWbKE7Ozstp+np6cTDodpamo64fli3L+ZTZs2UVNTw9ChQ9Hr9ej1epYtW8Zjjz2GXq8nLS1NjHM7ycjIoF+/fif8rG/fvpSWlkLrOU3r2H6eGOtv5mc/+xl33303s2bNYuDAgVx77bX85Cc/4cEHHwQxzqfFyYxpenr6FxZtR6NRGhoaxLh/Q8cT3ZKSEhYuXNg2q8sZMM4i2Y0To9HIsGHDWLRoUdvPFEVh0aJFjBkzJq6xdWWqqvKDH/yAd955h8WLF1NQUHDC48OGDcNgMJww7vv27aO0tFSM+zcwefJkduzYwdatW9u+hg8fzpw5c9r+W4xz+xg7duwX2uft37+fvLw8AAoKCkhPTz9hrD0eD+vWrRNj/Q34/X5k+cQ/iTqdDkVRQIzzaXEyYzpmzBiamprYtGlT23MWL16MoiiMGjUqLnF3RccT3QMHDvDpp5+SlJR0wuPdfpzjvULuTPbqq6+qJpNJnTt3rrp79271lltuUZ1Op1pVVRXv0Lqs2267TU1MTFSXLl2qVlZWtn35/f6253zve99Tc3Nz1cWLF6sbN25Ux4wZo44ZMyaucXcHn+/GoIpxbjfr169X9Xq9+vvf/149cOCA+tJLL6lWq1V98cUX257z0EMPqU6nU33vvffU7du3qxdffLFaUFCgBgKBuMbelVx//fVqVlaWOm/ePPXIkSPq22+/rSYnJ6t33XVX23PEOH9zLS0t6pYtW9QtW7aogPrnP/9Z3bJlS1sXgJMZ0+nTp6tDhgxR161bp65cuVLt1auXOnv27DgeVefzdeMcDofViy66SM3Ozla3bt16wt/GUCjU9hrdeZxFshtnjz/+uJqbm6sajUZ15MiR6tq1a+MdUpcGfOnXs88+2/acQCCgfv/731ddLpdqtVrVSy+9VK2srIxr3N3Bfye7YpzbzwcffKAOGDBANZlMalFRkfr000+f8LiiKOqvfvUrNS0tTTWZTOrkyZPVffv2xS3ersjj8ag//vGP1dzcXNVsNquFhYXqvffee0IyIMb5m1uyZMmXXpOvv/56VT3JMa2vr1dnz56t2u121eFwqDfeeKPa0tISpyPqnL5unI8cOfKVfxuXLFnS9hrdeZwl9fPbwwiCIAiCIAhCNyJqdgVBEARBEIRuSyS7giAIgiAIQrclkl1BEARBEASh2xLJriAIgiAIgtBtiWRXEARBEARB6LZEsisIgiAIgiB0WyLZFQRBEARBELotkewKgiB0I5Ik8e67737r/3/p0qVIkkRTU9MpxXHDDTdwySWXnNJrCIIgtAeR7AqCIHwDtbW13HbbbeTm5mIymUhPT2fatGmsWrUq3qG1i7POOovKykoSExPjHYogCEK70Mc7AEEQhK7ksssuIxwO89xzz1FYWEh1dTWLFi2ivr4+3qG1C6PRSHp6erzDEARBaDdiZlcQBOEkNTU1sWLFCh5++GEmTpxIXl4eI0eO5J577uGiiy5qe96f//xnBg4ciM1mIycnh+9///t4vd62x+fOnYvT6WTevHn06dMHq9XK5Zdfjt/v57nnniM/Px+Xy8WPfvQjYrFY2/+Xn5/P7373O2bPno3NZiMrK4snnnjia2M+duwYV155JU6nE7fbzcUXX8zRo0e/8vn/XcZwPNYFCxbQt29f7HY706dPp7Kysu3/icVi3HnnnTidTpKSkrjrrrv4753oFUXhwQcfpKCgAIvFQnFxMW+++SYAqqoyZcoUpk2b1vb/NTQ0kJ2dzX333fcN/oUEQRC+SCS7giAIJ8lut2O323n33XcJhUJf+TxZlnnsscfYtWsXzz33HIsXL+auu+464Tl+v5/HHnuMV199lY8//pilS5dy6aWXMn/+fObPn88LL7zAP//5z7aE8Lg//vGPFBcXs2XLFu6++25+/OMfs3Dhwi+NIxKJMG3aNBISElixYgWrVq1qS1bD4fBJH7ff7+fRRx/lhRdeYPny5ZSWlvLTn/607fE//elPzJ07l2eeeYaVK1fS0NDAO++8c8JrPPjggzz//PM89dRT7Nq1i5/85Cdcc801LFu2DEmSeO6559iwYQOPPfYYAN/73vfIysoSya4gCKdOFQRBEE7am2++qbpcLtVsNqtnnXWWes8996jbtm372v/njTfeUJOSktq+f/bZZ1VAPXjwYNvPbr31VtVqtaotLS1tP5s2bZp66623tn2fl5enTp8+/YTXvuqqq9QZM2a0fQ+o77zzjqqqqvrCCy+offr0URVFaXs8FAqpFotFXbBgwZfGumTJEhVQGxsbvzLWJ554Qk1LS2v7PiMjQ33kkUfavo9EImp2drZ68cUXq6qqqsFgULVarerq1atPeK+bb75ZnT17dtv3r7/+umo2m9W7775btdls6v79+79mVAVBEE6OmNkVBEH4Bi677DIqKip4//33mT59OkuXLmXo0KHMnTu37TmffvopkydPJisri4SEBK699lrq6+vx+/1tz7FarfTo0aPt+7S0NPLz87Hb7Sf8rKam5oT3HzNmzBe+37Nnz5fGum3bNg4ePEhCQkLbrLTb7SYYDHLo0KGTPub/jjUjI6MtrubmZiorKxk1alTb43q9nuHDh7d9f/DgQfx+P1OnTm2Lw2638/zzz58QxxVXXMGll17KQw89xKOPPkqvXr1OOkZBEISvIhaoCYIgfENms5mpU6cydepUfvWrX/Gd73yH+++/nxtuuIGjR49ywQUXcNttt/H73/8et9vNypUrufnmmwmHw1itVgAMBsMJrylJ0pf+TFGUbx2n1+tl2LBhvPTSS194LCUl5aRf58vi+u+a3P8VB8CHH35IVlbWCY+ZTKa2//b7/WzatAmdTseBAwdO+vUFQRC+jkh2BUEQTlG/fv3aettu2rQJRVH405/+hCxrN89ef/31/2/v/l0ah+Mwjj+6FIqpuFSEIhUUDBTFLCJIBZeKIlXBSSRgKbhZiboV/AWtLaSDDk5uDiK4BYduQlChLv4HukoHN0HxbjmOk/PAgxxy8f3aAh++ecj08OELCexdV1dXvz2bpvnurGVZOjk5UTweVywWCyzDr9rb29XV1aXr62ul02lJ0svLi25ubmRZlvTj+0QiEd3f32tsbOyPZzmOo9bWVp2fn2tyclJTU1MaHx//J7kBfB2UXQD4oGazqfn5eS0tLWlgYECGYajRaKhSqSibzUqSent79fz8rP39fU1PT8v3fR0eHgaWwfd9VSoVzczMqF6v6/T0VJ7nvTu7sLCgarWqbDar7e1tJRIJ3d3d6ezsTBsbG0okEoFkWllZUblcVl9fn/r7++W67pufUhiGobW1Na2urur19VWjo6N6fHyU7/uKxWKybVue5+no6EiXl5eyLEvr6+uybVu3t7fq6OgIJCeAr4k7uwDwQW1tbRoeHlatVlM6nVYqlVKxWFQ+n9fBwYEkaXBwUK7ram9vT6lUSsfHxyqVSoFlcBxHjUZDQ0ND2t3dleu6ymQy785Go1FdXFyou7tbc3NzMk1TuVxOT09PgW56HcfR4uKibNvWyMiIDMPQ7Ozsm5mdnR0Vi0WVSiWZpqmJiQl5nqeenh49PDwol8tpc3Pz5zZ4a2tLnZ2dWl5eDiwngK+p5dvfXLwCAHyaZDKpQqGgQqHw2VEA4L/BZhcAAAChRdkFAABAaHGNAQAAAKHFZhcAAAChRdkFAABAaFF2AQAAEFqUXQAAAIQWZRcAAAChRdkFAABAaFF2AQAAEFqUXQAAAIQWZRcAAACh9R2Avm33EFsOCQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from multipac_testbench import MultipactorTest\n", "from multipac_testbench.data import config_path\n", "from multipac_testbench.data.multipactor_tests import test_120MHz_SWR1_4\n", "from multipac_testbench.instruments import CurrentProbe, FieldProbe\n", "\n", "to_plot = CurrentProbe, FieldProbe\n", "\n", "keep_all = MultipactorTest(test_120MHz_SWR1_4, config_path, freq_mhz=120.0, swr=1.0, info=\"Keep all triggers\", is_raw=True)\n", "_ = keep_all.sweet_plot(*to_plot, figsize=(8, 8))\n", "\n", "average = MultipactorTest(test_120MHz_SWR1_4, config_path, freq_mhz=120.0, swr=1.0, info=\"Average triggers\", trigger_policy=\"average\", is_raw=True)\n", "_ = average.sweet_plot(*to_plot, figsize=(8, 8))" ] }, { "cell_type": "markdown", "id": "79ab79b5-22ab-490e-89ec-2dc9f031654f", "metadata": {}, "source": [ "## Concatenation of power step files" ] }, { "cell_type": "raw", "id": "5e9f9170-653d-4de9-b2b9-3d858325cd41", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "When LabViewer concatenates all the power step (trigger) files to a single test file, the recorded signal is the maximum of every power step.\n", "This sometimes lead to unphysical results, in particular when the current probes detect a quickly-vanishing burst of electrons at the start of the power step.\n", "\n", "Instead, it is advised to recreate the test file yourself.\n", "It will let you average the power step files, instead of taking their maximum.\n", "\n", "1. Convert all the ``MV`` to ``CSV`` using the LabView tool\n", "2. Create a :class:`.PowerStepSet` file\n", "3. Generate a ``CSV`` file that you can load with :class:`.MultipactorTest`." ] }, { "cell_type": "markdown", "id": "37a96894-297f-4e42-9b33-a6507b6a2b46", "metadata": {}, "source": [ "### Example" ] }, { "cell_type": "code", "execution_count": 5, "id": "d436874b-6303-4447-99ca-a69460a7375c", "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "from pathlib import Path\n", "import tempfile\n", "\n", "from numpy.typing import NDArray\n", "\n", "from multipac_testbench import MultipactorTest, PowerStepSet\n", "from multipac_testbench.data import config_path\n", "from multipac_testbench.data.power_steps import power_step_set_example\n", "from multipac_testbench.multipactor_test.helper import take_median\n", "\n", "power_step_set = PowerStepSet(\n", " power_step_set_example,\n", " config_path,\n", " freq_mhz=140.0,\n", " swr=1.0,\n", " are_raw=False, # recommended, in order to keep the output file raw\n", " create_virtual_instruments=False,\n", ")" ] }, { "cell_type": "raw", "id": "b65d2d25-ff4a-4114-b834-ef2920a9551f", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Now you can create a :class:`.MultipactorTest` file and reuse it." ] }, { "cell_type": "code", "execution_count": 6, "id": "6cee1fb9-7dd8-4565-a6fc-1d29905a811a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/placais/Documents/simulation/python/multipac_testbench/src/multipac_testbench/util/physics.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " reflection_coefficient = np.abs(np.sqrt(reflected_power / forward_power))\n", "ERROR:root:column_header = 'NI9205_E1' not present in provided file. Skipping associated instrument.\n" ] } ], "source": [ "def average(raw_data: NDArray) -> float:\n", " \"\"\"Return average over last 100 points.\"\"\"\n", " return take_median(raw_data, first_index=-100, last_index=-1)\n", "\n", "def average_for_power(raw_data: NDArray) -> float:\n", " \"\"\"Return average over last 40 points.\n", " \n", " Use it for Power signals, which are shifted wrt other signals.\n", " \n", " \"\"\"\n", " return take_median(raw_data, first_index=-40, last_index=-1)\n", "\n", "\n", "# In the real life, provide a real CSV path, not a tmp one\n", "with tempfile.NamedTemporaryFile(suffix=\".csv\") as tmp:\n", " csv_path = Path(tmp.name)\n", " power_step_set.to_multipactor_test_file(\n", " csv_path=csv_path,\n", " reducer=average,\n", " special_reducers={\n", " \"NI9205_Power1\": average_for_power,\n", " \"NI9205_Power2\": average_for_power\n", " },\n", " )\n", "\n", " # Re-use it\n", " multipactor_test = MultipactorTest(csv_path, config_path, freq_mhz=140.0, swr=1.0, is_raw=True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.3" } }, "nbformat": 4, "nbformat_minor": 5 }