{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Chapter 4: Plotting and visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Robert Johansson\n", "\n", "Source code listings for [Numerical Python - Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib](https://link.springer.com/book/10.1007/979-8-8688-0413-7) (ISBN 979-8-8688-0412-0)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# %config InlineBackend.figure_format='retina'\n", "# %config InlineBackend.figure_format='svg'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "#mpl.rcParams['mathtext.fontset'] = 'stix'\n", "#mpl.rcParams['font.family'] = 'serif'\n", "#mpl.rcParams['font.sans-serif'] = 'stix'" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Gettings started" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = np.linspace(-5, 2, 100)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y1 = x**3 + 5*x**2 + 10" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y2 = 3*x**2 + 10*x" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "y3 = 6*x + 10" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.plot(x, y1, color=\"blue\", label=\"y(x)\")\n", "ax.plot(x, y2, color=\"red\", label=\"y'(x)\")\n", "ax.plot(x, y3, color=\"green\", label=\"y''(x)\")\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.legend()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "fig.savefig(\"ch4-figure-1.pdf\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mpl.rcParams[\"font.family\"] = \"serif\"\n", "mpl.rcParams[\"font.size\"] = \"12\"\n", "\n", "fig, ax = plt.subplots()\n", "\n", "ax.plot(x, y1, lw=1.5, color=\"blue\", label=r\"$y(x)$\")\n", "ax.plot(x, y2, lw=1.5, color=\"red\", label=r\"$y'(x)$\")\n", "ax.plot(x, y3, lw=1.5, color=\"green\", label=r\"$y''(x)$\")\n", "\n", "ax.plot(x, np.zeros_like(x), lw=0.5, color=\"black\")\n", "ax.plot([-3.33, -3.33], [0, (-3.3)**3 + 5*(-3.3)**2 + 10], ls='--', lw=0.5, color=\"black\")\n", "ax.plot([0, 0], [0, 10], lw=0.5, ls='--', color=\"black\")\n", "ax.plot([0], [10], lw=0.5, marker='o', color=\"blue\")\n", "ax.plot([-3.33], [(-3.3)**3 + 5*(-3.3)**2 + 10], lw=0.5, marker='o', color=\"blue\")\n", "\n", "ax.set_ylim(-15, 40)\n", "ax.set_yticks([-10, 0, 10, 20, 30])\n", "ax.set_xticks([-4, -2, 0, 2])\n", "\n", "ax.set_xlabel(\"$x$\", fontsize=18)\n", "ax.set_ylabel(\"$y$\", fontsize=18)\n", "ax.legend(loc=0, ncol=3, fontsize=14, frameon=False)\n", "\n", "fig.tight_layout();" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "fig.savefig(\"ch4-figure-2.pdf\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "mpl.rcParams[\"font.family\"] = \"sans-serif\"\n", "mpl.rcParams[\"font.size\"] = \"10\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Backends" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "%matplotlib inline\n", "#%config InlineBackend.figure_format='svg'\n", "%config InlineBackend.figure_format='retina'" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import matplotlib as mpl\n", "#mpl.use('qt4agg')\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = np.linspace(-5, 2, 100)\n", "y1 = x**3 + 5*x**2 + 10\n", "y2 = 3*x**2 + 10*x\n", "y3 = 6*x + 10" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 433, "width": 574 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "ax.plot(x, y1, color=\"blue\", label=\"y(x)\")\n", "ax.plot(x, y2, color=\"red\", label=\"y'(x)\")\n", "ax.plot(x, y3, color=\"green\", label=\"y''(x)\")\n", "\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Figure" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 263, "width": 722 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 2.5), facecolor=\"#f1f1f1\")\n", "\n", "# axes coordinates as fractions of the canvas width and height\n", "left, bottom, width, height = 0.1, 0.1, 0.8, 0.8\n", "ax = fig.add_axes((left, bottom, width, height), facecolor=\"#e1e1e1\")\n", "\n", "x = np.linspace(-2, 2, 1000)\n", "y1 = np.cos(40 * x)\n", "y2 = np.exp(-x**2)\n", "\n", "ax.plot(x, y1 * y2)\n", "ax.plot(x, y2, 'g')\n", "ax.plot(x, -y2, 'g')\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "\n", "fig.savefig(\"ch4-graph.png\", dpi=100) # , facecolor=\"red\")\n", "fig.savefig(\"ch4-graph.pdf\", dpi=300, facecolor=\"#f1f1f1\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot types" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "fignum = 0\n", "\n", "def hide_labels(fig, ax):\n", " global fignum\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.xaxis.set_ticks_position('none')\n", " ax.yaxis.set_ticks_position('none')\n", " ax.axis('tight')\n", " \n", " fignum += 1\n", " fig.savefig(\"ch4-plot-types-%d.pdf\" % fignum)\n", " " ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = np.linspace(-3, 3, 25)\n", "y1 = x**3+ 3 * x**2 + 10\n", "y2 = -1.5 * x**3 + 10*x**2 - 15" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 251, "width": 330 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(4, 3))\n", "\n", "ax.plot(x, y1)\n", "ax.plot(x, y2)\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "image/png": { "height": 251, "width": 330 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(4, 3))\n", "ax.hist(y2, bins=30)\n", "ax.hist(y1, bins=30)\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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IGYahpeeNUm6pbQ5TNQAAAKFBoAyxO+bmKD0l8czrgWZQert6R64gAAAAhxEoQ2x0SqLuPu987/MteGizlj9epW37m2WyaAcAAEQZAuUIuPaScUNe95mm1lc36J5HX9OiH7yimvq2EaoMAADAPgJliG2pbdKqJ3cO+/17G70qKavQltqmEFYFAADgHAJlCNXUt6l0bZU6un0Bfa6j26fStVWMVAIAgKhAoAwR0zS1snx7wGGyX0e3T6vKdzCnEgAARDwCZYhU1LVob6PXVh97GttVWdfqUEUAAAChQaAMkXWVhyKqHwAAgFAhUIZAe2ePNu5qdKSvDbsa1N7Z40hfAAAAoUCgDIGGtk75+pyZ++jrM9V4otORvgAAAEKBQBkCJ4NciDMYb5ez/QEAADiJQBkCo5NdjvbnTnG2PwAAACcRKEMgOyNVrgTDkb4SEwx5xqQ60hcAAEAoEChDID01SYvyPY70tSg/W+mpSY70BQAAEAoEyhBZUpQbUf0AAACECoEyRIrzMjXD47bVx0xPuoryxjtUEQAAQGgQKEPEMAytKZmrtCAX6KQlu7S6ZI4Mw5m5mAAAAKGSGO4CYllBTobKlhaqdG1VQGd6j0pyqWxpoQpyMkJYHQAA0a/F26XC+1+wtFXdt1CZ7pQwVRSfGKEMsfnTs1ReWhzQ4++FsyZq/vSsEFYFAADgHALlCCjIydDGFTfoiWVFumXWRL/r5z/Vfv6dRjV7u0aoOgAAAHsIlCPEMAwVT8vUg3df4Xftt18qUuI5+1Z29fbpF1sPjGR5AAAAQSNQRoBpWW7deWWOpW1txSGd6OwJU0UAAADDx6KcCPHlm6bpd28dkWmeft3e1au1FYf0NzdfGlA/TE4GAAAjjRHKCDEty63bCrItbb/YekCnAlgdDgAAEA4Eygiy/CbraGTLyW799o3DYaoGAABgeAiUEaQgJ0M3zrBuF/SzV+rU3dsXpooAAAAujEAZYZbfNM3y+v22Tj2zvT5M1QAAAFwYgTLCXHPJeF2VO87S9tPN++XrM8NUEQAAwNAIlBHGMAy/ld11TSe1cVdDmCoCAAAYGoEyAt00M0uzJo2xtD3y8j6ZJqOUAAAg8hAoI5BhGH5zKWvqT+iV2uYwVQQAADA4AmWE+ujsSZqamWZpe/ilfWGqBgAAYHAEygjlSjD0lfNGKV8/0Ko3D7aGqSIAAICBESgj2J1XTtakjFRL2yMv7w9TNQAAAAMjUEaw5MQEfXF+nqVt07vHtOv9tjBVBAAA4I9AGeE+c80UjUtLsrT9lFFKAAAQQQiUES4tOVH/50OXWNrWVx/VgeaTYaoIAADAikAZBT5bPFWjk11nXveZUtlmRikBAEBkIFBGgYy0JC0pzrW0PfXWER1tOxWmigAAAM4iUEaJL1x/iZITz/7v6vGZevSVA2GsCAAA4DQCZZSYmJ6qv7pqiqXtidcPq/Vkd5gqAgAAOI1AGUW+dEOeXAnGmdenenz65auMUgIAgPAiUEaRKePT9Ik5F1nafrntoNo7e8JUEQAAAIEy6px/HOOJzl49/trhMFUDAABAoIw60z3pWpTvsbQ9tuWAOnt8YaoIAADEu8RwFxBvMt0pOvjAYlt9LL/pUm3c1XjmdbO3S09WHdHSotwhPgUAABAajFBGoTlTxur6SydY2so271ePry9MFQEAgHhGoIxSy2+2zqU88sEpPbvj/TBVAwAA4hmBMkoV52XqyovHWtp++vJ+9ZlmeAoCAABxi0AZpQzD0PKbLrW01R7zavPeJr/3ert6R6osAAAQhwiUUeyWyyZqpifd0vadZ9/xe9+ChzZr+eNV2ra/WSYjmAAAwGEEyiiWkGD4zaU80ek/GukzTa2vbtA9j76mRT94RTX1bSNVIgAAiAMEyiiXMSpJxoXfdsbeRq9Kyiq0pdb/0TgAAEAw2IcyitXUt2n5428p0IfYHd0+la6tUnlpsQpyMkJSGwAAktTi7VLh/S9Y2qruW6hMd0qYKkIoMEIZpUzT1Mry7eroDu6EnI5un1aV72BOJQAAsI1AGaUq6lq0t9Frq489je2qrGt1qCIAABCvCJRRal3loYjqBwAAxC8CZRRq7+yxnOVtx4ZdDWrv7HGkLwAAEJ8IlFGooa1Tvj5n5j76+kw1nuh0pC8AABCfCJRR6GSQC3EG4+1ytj8AABBfCJRRaHSyy9H+3CnO9gcAAOILgTIKZWekypUQyHbmg0tMMOQZk+pIXwAAID4RKKNQemqSFuV7HOlrUX620lOTHOkLAADEJwJllFpSlBtR/QAAgPjF0YtRqjgvUzM8blubm8/0pKsob/yw38/xWQAAYCCMUEYpwzC0pmSu0oJcoJOW7NLqkjkyDGfmYgIAgPhFoIxiBTkZKltaGHCoHJXkUtnSQhXkZISoMgAAEE8IlFFu/vQslZcWa4bHPezP3HJZluZPzwphVQAAIJ4QKGNAQU6GNq64QU8sK9Itsyb6XT//ofaGXY2qawp+7iUAAMC5CJQxwjAMFU/L1IN3X+F37bdfulbJiWf/V/f2mfqPDe+OZHkAACCGESjjwLSJ6fr8h6Za2jbuatQbB1vDUxAAAIgpBMo4sfymSzUuzbqB+ffW75ZpmmGqCAAAxAoCZZzIGJWkr94y3dL29uHjWl/dEKaKAABArCBQxpF7r83V1Mw0S9t/bHhXXb2+MFUEAABiAYEyjiQnJujrt15maTvc2qF1lYfDVBEAAIgFBMo4c1tBtuZdPNbS9uNNtWo71ROeggAAQNQjUMYZwzD0z4tnWdqOd/TokZf2hakiAAAQ7QiUcagwd7xuK8i2tP33qwf1XmtHmCoCAADRjEAZp75+62VKTDh7hk63r08PPb8njBUBAIBoRaCMU5dMGK0lRbmWtme2v6+dR46HpyAAABC1CJRx7Ku3TFd6SqKljc3OAQBAoAiUcWz86GQtv/lSS1tlXas2vXssTBUBAIBoRKCMc5//0FRdlJFqafve+t3q9fWFqSIAABBtCJRxLjXJpX9YNNPStr/ppH775nthqggAAEQbAiV0x9wc5V80xtL2n/9bK29Xb5gqAgAA0YRACSUkGPrnj1o3O2/2dulnr9SFqSIAABBNEi/8FsSD6y6doJtnZumlPU1n2h59pU73XnuxPGNSh/gkACDatXi7VHj/C5a2qvsWKtOdEqaKEG0YocQZ//jRWTpnr3Od6vFpzfN7w1cQAACICgRKnDHDk66Sq6ZY2p6sek97GtrDVBEAAIgGBEpYrPzwDI1Kcp153WdK3//z7jBWBAAAIh2BEhYTx6TqSzfkWdpe3tOkrbXNYaoIAABEOgIl/HzphjxlpVsnYn9v/W71cSQjAAAYAIESfkanJOrvF86wtL1z9ITWVx/1ey97VQIAAAIlBlRy1WRNn+i2tH1v/bt+71vw0GYtf7xK2/Y3y2QEEwCAuESgxIASXQn6x49eZmnr6vU/39tnmlpf3aB7Hn1Ni37wimrq20aqRAAAECEIlBhUYoJh2ZfyQvY2elVSVqEttU0XfjMAAIgZBEoMqKa+TV9e95b6AnyK3dHtU+naKkYqAQCIIxy9GGMy3Sk6+MBiW32YpqmV5dvV0e0L6vMd3T6tKt+hDSvmyzACGOIEAABRiRFK+Kmoa9HeRq+tPvY0tquyrtWhigAAQCQjUMLPuspDEdUPAADxIlq34+ORNyzaO3u0cVejI31t2NWg9s4epacmDev9Ld4uFd7/gqWt6r6FynSnDPIJAACij2maqqhr0c+3HPC7tuChzVpU4NGSolwV52VGzdQxAiUsGto65Qt0Jc4gfH2mGk90DjtQAgAQ62rq27SyfPugU8v6t+NbX92gGR631pTMVUFOxghXGTgeecPiZJALcQbj7XK2PwAAotWW2iaVlFUMe51CNG3HR6CExehkl6P9uVOc7Q8AgGhUU9+m0rVVAe+gEi3b8REoYZGdkSpXILuZDyExwZBnTKojfQEAEK2c2o4vko84JlDCIj01SYvyPY70tSg/m/mTAIC4Fw/b8REo4WdJUW5E9QMAQDSLh+34CJTwU5yXqRket60+ZnrSVZQ33qGKAACITqHYji8SESjhxzAMrSmZq7QgF+iMSnJpdcmcqNk7CwCAUAnFdnyRiECJARXkZKhsaWFQofLaS8ZHxZ5ZAACEWrxsx0egxKDmT89SeWlxwI+/X97bpFf3NYeoKgAAoke8bMdHoMSQCnIytHHFDXpiWZFumTXR77orwdDNM7OUmmj9o/TNp3eqozs6zyMFAMAJfX2mtu13boAlkrfjI1DiggzDUPG0TD149xV+1zatulH//flr9E+LZ1na32s9pdXP7x2pEgEAGBHeruENllQd+kB3PPKq/u2P7zj2a0fydnwEStjiTjl9HPySa3N19dRxlmu/ePWA3jr8QTjKAgAgaKZ5emTx67/b6XdtwUObtfzxKm3b3zzgRuPHTnRqZfl23f3Tbdp5xNnTbSJ5O77EcBeA2JCQYOiBu6/QbT/cou7ePkmSaUrf+N1O/emr1yslMTLnfAAAcK6a+jatLN8+6EbkPtPU+uoGra9u0AyPW2tK5qogJ0NdvT7996sH9eMXax1fiCNF/nZ8BEo4ZlqWWysWTteDG/acaas95tXDL+3Xyg/PCGNlABDdWrxdKrz/BUtb1X0LlelOCVNFsWlLbVNA523vbfSqpKxCy2+apqfeqteB5pMDvi8va7Q+VzxV/7Hh3aCOX0xLjvzt+HjkDUd9aX6eCnLGWNoeeWmfdh89EaaKAAC4sJr6toDCZL+Obp8een7vgGEyPSVR9y2epQ1/d4M+d93UoLbjS0t2qWxpYcRvx0eghKMSXQn6j7uvUGLC2W9RvX2mvvHUTvX6+sJYGQAAAzNNUyvLtwc1ejiYkqsma9M/3KQvzs9T8l92Qgl0O76ZnnSVlxZr/vQsx+oKFR55w3H5F2XoyzdO009e2nembeeRNv186wGV3jgtjJUBAOCvoq5l0DmTgZo7Zay+fXu+5kwZO+D1/u34Kuta9djWOr24+5jluivB0K352VpSlKuivPER/Zj7XARKhMT/XXCp/lxzVPubzj4CWPO/e/WR/GxdMmF0GCsDAMBqXeUhR/qZMzlDT3/lOiUkDB0C+7fjm+Fx+82N3bTqRuVmRt/fkzzyRkikJrn04Cev0LlfrLp6+/TNp3aqz6EzTQEAsKu9s0cbdzU60lfN+yd00uahHv3b8UUbAiVCpjB3vD5XPNXS9tqBVv3P64fDUxAAAOdpaOuUz6GBDl+fqcYTnY70FW0IlAipry2aqcnjRlnaHvjzu3r/+KkwVQQAwFlO7xnp7XJ+D8poQKBESI1OSdT375ptafN29eq+P9QMeMIAAAAjaXSA2/hciDslPg/yIFAi5OZPz9KnCidb2ja9e0zPbH8/TBUBAHBadkaqXBdYRDNciQmGPGNSHekr2hAoMSLuW3y5stKtJzp8+9ldavZ2hakiAABOb0ye5U52pK9F+dlKT01ypK9oQ6DEiMhIS9K/f6LA0vZBR4++9cddYaoIABDPfH2mfvnqAd2yerMaTjgzuLGkKNeRfqIRgRIj5taCbH10dral7U87j+r5XQ1hqggAEIu8XUNv3VN9pE13PPyqvvXsOxd873DN9KSrKG+8I31FIwIlRtS3by9Qxijr44B/eaZGbad6Bny/Uz/oAIDYYpqmtu1v1td/t9Pv2oKHNmv541Xatr/ZsgC0vfP0k7FPPLxV1fVtjtWSluzS6pI5UXOqTShE5+6ZiFpZ6Sn6149drlVP7jjT1niiSyt+87YSBvhBXPDQZi0q8GhJUa6K8zLj+ocVAHBaTX2bVpZvH/S4RJ9pan11g9ZXN2iGx63Vn5qjw62n9O1nd+lY+8CPtz9ZOFkLLpuof3hyR0Bneqclu1S2tFAFORlB/V5iBYESI+6ueTn64473tXlv05m2l/Y0Dfje828Ka0rmxv0PLQDEsy21TSpdWzXs0Le30atPPPyqBtu7/NKJbt1/R4GK8jIlSRePTxsyrJ5rpiddq0vm8PeSeOSNMDAMQ9+9s0CpiYH98dvb6FVJWYW21A4cPgEAsa2mvi2gMNlvoDCZkpigry2aqfVfnX8mTEpSQU6GNq64QU8sK9Itsyb6fc6VYGjx7El6YlmRNqyYT5j8C0YoERbHO3oG/bY4lI5un0rXVqm8tDigH+IWb5cK73/B0lZ130JlulMG+QQAIJKYpqmV5dsDDpMDuWFGlv79E/nKzRw94HXDMFQ8LVMzPG6/vzs2rbpx0M/FM0YoMeL6bwrdvr6gPt/R7dOq8h2ctAMAcaSirmVYj6Ev5Ku3XKpfff7qoEOhO4WxuIEQKDHinLgp7GlsV2Vdq0MVAQAi3brKQ470s//YSRZ4hgCBEiPOqZuCU/0AACJbe2ePNu5qdKSvDbsa1N458FZ1CB6BEiOKmwIAIFANbZ3yBTPxfgC+PlONJzod6QtnESgxorgpAAACddKBhTjn8nY52x8IlBhh3BQAAIEanexytD93irP9gUCJEcZNAQAQqOyMVCU4tI4mMcGQZ0yqM53hDNa+Y9gy3Sk6+MBiW31kZ6TKlWA48tibmwIAxL6m9i59+9ldQe1dPJBF+dlKT01ypjOcQaDEiEpPTdKifI/WVzfY7oubAoBIwgEKzjJNU0++eUTfXb9bbaecW4C5pCjXsb5wFo+8MeKc+mHmpgAA0cnb1Tvk9YPNJ3XvY6/p60/tdDRMzvSkqyhvvGP94SxGKDHiivNOH2dlZ3NzbgoAENlM01RFXYt+vuWA37UFD23WogKPlhTlqjgv88xG4z2+Pj26pU4/fKFWXb3+p6m5UxLV3dsX1ElrackurS6Zw6bmIUKgxIgzDENrSuaqpKwiqDNZk10J3BQAIILV1LdpZfn2QQcOfKap9dUNWl/doBket9aUzJWvz9Q3n67W7qMnBvzMx+dcpH/92OV6t+GEStdWBfT3R1qyS2VLC1WQkxHU7wcXRqBEWBTkZKhsaWHANwXp9LdesiQARKYttU0B3dv3Nnp1x8OvytdnaqB1NxdlpOr+Owu04DKPJCkrPUvlpcVDBtZzzfSka3XJHMJkiDGHEmEzf/rpm8IMjzugz/X0mfryuiq1dXBKDgBEkpr6tqAGCnoHCJOGIf31dVP1/Mobz4TJfgU5Gdq44gY9saxIt8ya6NefK8HQ4tmT9MSyIm1YMZ8wOQIYoURY9d8UKuta9djWOr24+5jluivB0K352er19WnjO2ePbHyv9ZRW/PZt/fxzVyvBqc3JAABBM01TK8u3BzWV6XyXZafr+3fN1pUXjxv0PYZhqHja6Tn556+u37TqRuVmjrZdB4aPEUqEXf9N4cG7r/C7tmnVjXr43nn68T3zNO/isZZrL+1p0o837RuhKgEAQ6moa7G12LLfX109Rc/+7fVDhskLcacwXjbSCJSIaP03heTEBD1yb6EmuJMt13/w4l69tOfYQB8FAIygdZWHHOnH29mrJBfxJNrwfwxRIzsjVT/+zDy5znnEbZrSit9s13utHWGsDADiW3tnjzbuarzwG4dhw64GtXcyRz7aECgRVYqnZeobt860tLWd6tFXHq9SZ4/9eTsAgMA1tHU6cqSuJPn6TDWe6HSkL4wcAiWizrL5ebqtINvSVlN/Qv/yhxqZpkOHvQIAhu2kAwtxzuXtYoAg2hAoEXUMw9D/+9QcTcuyruB7suqIfvPGe2GqCgDi1+hkl6P9uVOc7Q+hR6BEVHKnJKpsaaHfTezfntmlHe8dD09RABCnsjNS5XLoxInEBEOeMamO9IWRQ6BE1Lp0Yroe/OQcS1u3r09fWVel1pPdYaoKAOKLaZp6aU+TnFqYvSg/W+mpSc50hhFDoERUW3zFJH3x+kssbe+3deqrT7zt2ARxAMDA6o+f0hd+9aa++sTb6vY5c89dUpTrSD8YWQRKRL1v3HaZrrlkvKVt675mrfnfPWGqCACin7erd9Brvj5Tv3z1gD6yZrM2vevcXsAzPekqyht/4Tci4rCVPKJekitBP7nnSn3sR1t1rL3rTPvDL+3X3Cnj9OHLPQN+ztvVq0x3iiM1tHi7/I7+qrpvoWP9A0AomKapiroW/XzLAb9rCx7arEUFHi0pylVxXqaMv8yR3NPQrm8+vVNvHz4+YJ8uw5AviB030pJdWl0y58yvg+hCoERMmJieqkfunadP/6xSvec86v7737yt79xRoOd2HvX7zGA3SwCIBzX1bVpZvn3Q4xJ9pqn11Q1aX92gGR63Hrh7tl5+t0k/3bxfPQM83s5KT9F3bs/X6BSXvrzurYDO9E5LdqlsaaEKcjKC/v0gvAiUiBlXTR2v+xbP0reefedMm7fbp5XlOwZ8//k3yzUlc7mZAYgLW2qbVLq2atihb2+jV3c/UqHBxh0/ffUU/eNts5SRdnoxTXlp8ZBh9VwzPelaXTKH+2+UI1Aipnzuuql6+73jemb7+wF9bm+jVyVlFSpbWqj507NCVB0AhF9NfVtAYbLfQGHykgmj9b07Z6t4WqalvSAnQxtX3KDKulY9trVOL+62zrN0JRi6NT9bS4pyVZQ3nidEMYBFOYgphmFoaVGugrk3dXT7VLq2SjX1bc4XBgARwDRNrSzfHnCYPJ/LkJbfNE1//rv5fmGyn2EYKp6WqQfvvsLv2qZVN+rhe+epeBrTjWIFI5SIKaZp6p9+X61gT2Ds6PZpVfkObVgxn5scEGNYPCdV1LUM6zH0hXz3ztn69DUXB/15dwrxI9YwQomY4sTNck9juyrrWh2qCAAix7rKQ470s6W22ZF+EDsIlIgpTt0sneoHACJFe2ePNu5qdKSvDbsa1N7Z40hfiA0ESsQMbpYAMLiGtk7HThDz9ZlqPNHpSF+IDQRKxAxulgAwuJM2F+Kcz9vlbH+IbgRKxAxulgAwuNHJLkf7c6c42x+iG4ESMYObJQAMbmJ6ihIc2rwiMcGQZ0yqM50hJhAoETOyM1Llcuhuyc0SQCypbWzXsl9XyaFZQVqUn6301CRnOkNMYCMoxIz01CQtyvdofXWD7b64WQKIBZ09Pj380j791yDnbwdrSVGuY30hNjBCiZji1E2OmyWASOft6h3y+tbaZt36g1f04037HA2TMz3pKsob71h/iA2MUCKmFOdlaobHbWtz88ljR3GzBBARTNNURV2Lfr7lgN+1BQ9t1qICj5YU5ao47+wRhs3eLt3/p3f0h+3vD9inZ0yKjnf0qKu3L+B60pJdWl0yh5PE4IdAiZhiGIbWlMxVSVlF0GfVNrZ3qrKuddDzaQFgJNTUt2ll+fZBvyD7TFPrqxu0vrpBMzxuPfTJOXrn6Al9/8/vqu2U/z66iQmGlt2Qp68umK43D7WqdG1VQPfJtGSXypYWqiAnI+jfE2IXgRIRI9OdooMPLLbdT0FOhsqWFgZ8s+zX4zP1hV+9obVfuEaFuYxUAhh5W2qbArqH7W306o5HXh100c28i8fqe3fN1mXZYyRJ86dnqby0eMjAeq6ZnnStLplDmMSgmEOJmNR/s5zhcQ/r/WNSrd+tOrp9+utfvKHqI22hKA8ABlVT3xbUF+KBwmR6aqK+e2eBfvfl686EyX4FORnauOIGPbGsSLfMmuj3WVeCocWzJ+mJZUXasGI+YRJDYoQSMav/ZllZ16rHttbpxd3HLNddCYZuzc/WkqJcXZU7Vl/9zXb9uebsCvH2rl4t/cVr+s2XivxuxAAQCqZpamX59qCn7Jzr9jkX6b6PzdLE9MG3QDMMQ8XTTs89L7z/Bcu1TatuVG7maNt1ID4wQomY1n+zfPDuK/yubVp1ox6+d56Kp2UqKdGlH376Si24zPot/XhHj5Y89pr2NwW/yAcAhquirsXWosJ+37ztMv3oM1cOGSYvxJ3CmBOGj0CJuHX+zTI5MUGP3DtP1186wdLe7O3WvY++psMtHSNZ3hkt3i5N/eZzln9avF1hqQVAaK2rPORIP0zXwUgjUALnSE1y6WefLdQ1U62LcRpOdOozj1bq/eOnwlQZgFjX3tmjjbsaHelrw64GtXf6r/QGQoVACZwnLTlRP//rqzRnylhLe/3xU7rn0UodO9EZnsIAxLSGtk75HDob0ddnqpF7FUYQgRIYQHpqkn79+Wt0+STrYpyDLR2697HXhvXI+UKnWADwF89TPE46sBDnXN4uZ/sDhkKgBAaRkZaktV+4RtMnWrceqj3m1dKfv662jh6Zpqlt+5v19d/t9Pv8goc2a/njVdq2v1mm6dyxZwBi0+hkl6P9uVOc7Q8YCku4gCFkulP0+BevVUlZhQ6esyjnnaMn9MmybTL7TO1rOjngZ88/xWJNyVz2cQMwKFeCIUOSE18/ExMMecYEv8IbCBQjlMAFTByTqseXFSln7ChLe22jd9Aweb69jV6VlFVoS21TKEoEEKGGM/Wlx9enR1+p0+0/edWRMClJi/KzlZ6a5FBvwIURKIFhyBk7Sk8sK5JnTErQfXR0+1S6tko19WznAcQSO1NfXt3XrNt+uEXfXb/b0XnXS4pyHesLGA4eeQPDdHFmmtZ94Vrd+sMtQa/E7Oj2aVX5Dm1YMV+GYThcIYCRVlPfNuR52INNfak/fkrfe263nqs+6nhNMz3pKsobf+E3Ag4iUAIBaPJ22d7WY09juyrrWlU8LdOhqgCEw5bapoDO3O6f+rJ49iT9aedRneoZ+HMLZ03Uq/taBr0+lLRkl1aXzOELK0Ycj7yBADh1ioVT/QAIj5r6toDCZL+Obp+erDoyYFgsyBmjp5dfp8c+d7V+9tlCpQW46jst2aWypYUs/kNYECiBYeIUCwDS6TmTK8u3BxwmBzM2LUnfu3O2nvmb6zXv4nGSpPnTs1ReWqwZHvcFPn3aTE+6ykuLNX96liM1AYHikTcwTKE4xYJVmED0qahrGXTOZKCWFF2sVR+eqXGjk/2uFeRkaOOKG1RZ16rHttbpxd3HLNddCYZuzc/WkqJcFeWN5zE3wopACQwTp1gAkJybsnL9pRN0/x2zh3yPYRgqnpapGR63Cu9/wXJt06oblZs52pFaALt45A0ME6dYAHBy6ktFXYutqS/uFMaEEDkIlMAwZWekypXgzCMlTrEAolMopr4AsYCvN8AwpacmaVG+R+urG2z3FUmnWLR4u/wepVXdt1CZ7uA3cQdiFVNfgIERKIEALCnKdSRQcooFolW8fwFh6gswMB55AwEozssc9jYeg0lMMDQqiR89IBp5xqTIoZkvTH1BTOFvNSAAhmFoTcncgDccPldvn6mSn1Xq6beOOFgZgGAEcn521aFWff6Xb8qhKZQRNfUFsItACQSoICdDZUsDP8XiXN29fVpZvkPffe4d9fr6HKwOwPlM09S2/c36+u92+l1b8NBmLX+8Stv2N8s0B06KdU1efXltle7+aYWqDn3gWF1MfUEsYQ4lEIT+UyxWlm8f1gbHl2a5lZbi0s4jbZb2R7cc0LsN7frJZ+YpI42RCsBpNfVtQ/6c+kxT66sbtL66QTM8bq0pmXvm6MKm9i796MVa/c/rhx1b2d1vpiddRXnjHe0TCCcCJRCkQE+x6O0z9d3nduuX2w5a3reltlmfeHirHvvcVbp0YvoI/g6A2Laltimg87b3NnpVUlahH316rt452q6yzfsHXdWdPSZVrR3d6u4N/AlDWrJLq0vmcLINYgqBErAhkFMsklyGvnV7vi6fNEb//Idq9fjOjngcbOnQHQ9v0w/+aq4WXu654K/r7eqNm1W1QDBq6tsCCpP9Orp9WvbrKg02HjkuLUl/u2C67i26WK8faA3410hLdqlsaeGZUVAgVjCHEgiRwU6xKLl6in7zpSJNOC8Qert6tWztm3r4pX0yTdP2vC8gXpmmqZXl2wMOk2c+P0BbSmKCvnLTNL38tZv1f66/RCmJrjNTX4a788NMT7rKS4s1f3pWUHUBkYwRSsSFTHeKDj6wONxlnFGYO17P/u2HVLq2yjKv0jSl/7dxjyr2t6jhRKf2HQt83hcQ7yrqWoY1t3k4DEO6e95krfzwDF00dpTf9UCnvvCYG7GKQAmEyaSMUSovLdY/Pl2t379db7m2dV/zsPvpn/dVtrSQkQ9A0rrKQ470k+VO0a+/cI1mTRoz5PsCmfoCxCoeeQNhlJrk0pqSOfqnj15ma7Pkjm6fStdWqaa+7cJvBmJYe2ePNu5qdKSv1o5uTR7nPyoZiMGmvgCxhj/pQJgZhqEv3TBN0ye69YVfBb9pcke3T6vKd2jDivkR81gt3o/pC5d4/u/e0Nbp2BY/vj5TjSc62XwcGAZGKIEIkZLksn0Cx57GdlXWtTpTEBCFBtvmJ1jeLmf7A2IVgRKIEE7N+3KqHyAajbZxgtVA3CnO9gfEKgIlEAGcnPe1YVeD2jt7HOkLiASBnLfd7O2SUxM+EhMMecakOtQbENuYQwlEAOZ9Id6ZpqmKuhb9fMsBv2sLHtqsRQUeLSnKVXFe5oBzhF8/0KqfvLRPr+xtcqymRfnZ/BwBw0SgBCIA874Qz4I9b9s0Tb26r0U/2lSr1w84P3d4SVGu430CsYpACUQA5n0FJ1pXM0dr3aEQ7HnbpTfk6aU9Tdr+3vGQ1DXTk66ivPEh6RuIRcyhBCJAdkaqXHY2ojyHi3lfiBJ2ztv+zxdqBw2TE9zJ+vx1UzUqyC9qackurS6ZEzHbbwHRgEAJRID01CQtyvc40pevz9RDG/eo7RQLcxC57J63PZBJGan69u352vqNBfq32/P1s6WFSgswVKYlu1S2tJCjTIEA8cgbiBBLinK1vrrBkb5+VXFIz1Uf1T/eNkt3zcsJeKTF29Ubl49fz8Vj6dBy8rzti8enaflN03TXvMlKTjw7TjJ/epbKS4uHnJ95rpmedK0umUOYBIJAoAQiRHHe6bOAnfpLttnbrVVP7tBv33hP37kjX5dlW88jtruqFrDDqf1S50zJ0FNfvk6JroEfuBXkZGjjihtUWdeqx7bW6cXdxyzXXQmGbs3P1pKiXBXljefPOhAkAiUQIQzD0JqSuSopqwjqMWCS6/RfhD0+6/ZDrx9s1eIfbdXnr5uqFR+eIXdKYtCragEnOLnvak39CZ3q8Sl9kEApnf7ZKp52+gvb+aPOm1bdqNzM0Y7UAsQz5lACEaQgJ0NlQc77+sVfX61Nq27SwlkT/a77+kw9tvWAbln9sh7c8K5KyiqGPRLav6p2S61z+/shtgSy8bgUmn1Xg+VOYVwFcAKBEogw/fO+Znjcw3r/TE+6ykuLNX96lqaMT9Njn7taj332Kk0eN8rvvY0nuvTIy/uDWlVburZKNfVtAX0OscM0TW3b36yv/26n37UFD23W8sertG1/s0zzwkGRfVeB2MNXMyAC2Z33tfByj66fPkGPvLRP/7W5Tt2+Pts1dXT7tKp8hzasmM88szjj1BSJrl6fNtQ06LEB5u3aES/7rgKRjEAJRCi7875Sk1xa+ZGZunPeZP3bH3c5ciTdnsZ2Vda1qnhapu2+EB2C3Xi8bGmh5k/PkiQdbD6pJ14/rCerjqj1ZLej9XHeNhAZCJRAFApk3tclE0brV5+/Wnf/dJveOnzc9q+9rvIQgTJO2Nl4vHRtlf7ulunaUtusrfuaQ1Qh520DkYJACcQBb1evdhxxZv7jhl0Nau/s4S/xGGd34/GObp++/+d3Ha7KH+dtA5GBRTlAHIikVbWBrghGeDi58fj5ivMy9aNPz9X0icNbeDYYztsGIgcjlEAcGOlVtWyaHnkCPf3IqY3H+2WMStKnCifrM9derGlZp4NkXpY76H1XOW8biCwESsABme4UHXxgcbjLGNToAPe1vJCEIf4OZ9P08HEqyDu58bgkfe/OAt01b7JSk6x/Dvv3XQ10nibnbQORh0feQBzIzkiVa6gUGKDP/KxS//pMjfY2tlvat9Q2sWl6mNTUt2nRD17RPY++phffPeZ3vT/I3/Poa1r0g1eG3FPUySkSknTNJeP9wmQ/O/uuAogcBEogDqSnJmlRvsex/k52+/TrikP6yH++opKyCv1xx/t6+/AHtlYEs2l68JwO8u2dzs5zvdAUif59V59YVqRbBjjpyZVgaPHsSXpiWZE2rJjPyCQQgXjkDcSJJUW5Wl/d4Hi/rx9o1esHWuVKMIIe1WLT9ODZ3dqnvLRYBTkZOtXt09Z9zfrfdxocfdwtDW/jcc7bBqIbgRKIE8V5p/+ytrNyd3SKSycHGW2y+4jUqU3TA118EimCqduJrX2++Ks3VZAzRlv3Nauzx/6JSudzYuNxztsGIh+PvIE4YRiG1pTMVVqQC3TSkl367ZeKtfUbN+tvbp6mCe5khysc/spiJ8+VHklO1+3E1j4NJzr1wu5jIQmTEhuPA/GCr31AHHFqVe3XFl2mv7tlhjbsatCvth1U1aEPHKlvOJumh3MVuZ3Rz1DU7fTWPqHAxuNAfGCEEogzTq2qTU5M0O1zLtIDd812rLYLbZo+EqvIQzH6GYq6nd7aRzq9HdS1l4zXfYtnafM/3DTsPyODYeNxIH4wQgnEof5VtZV1rXpsa51e3G3dZsaVYOjW/GwtKcpVUd74IRfKOL1pesX+VuWMTdOo8x7NO7X4ZCihGEUMVd1Ob+3z9UUz9ZlrLta40WenMqwpmcvG4wCGhRFKIE71r6p98O4r/K5tWnWjHr53noqnXfgkG6c3Tf+XZ2o0+1sbdcfDr+q7z72j53c1qMXbZXvxyaryHUOOKoZiFNGJRTP9dZ/q9umtwx/o1xUH9bUnd2jZr6uC6nMw1106wRImpbNTJAKdd8vG40D8YYQSgJ9AVtX2b5ru5GhZb5+p7e8d1/b3juvRAU59CcZQq8hDNYroxKKZPY3tuuHBl1R//JQc/E/sZ7CtffqnSAw1cnuumZ50rS6ZQ5gE4gwjlABscXrT9FAaaBGLk6OIw/n1gvHeB6ENkxfa2oeNxwFcCCOUAGxzatP0SyaM1qGWkyELT3+uOarfv1Wvi8amatzoZI1NS9KehnZHRhFf2dukGdnpOt7Ro+MdPWpo69SGGuc3kg+F4Wztw8bjAIZCoARgmxObps/0pGvDivk62e3T9sPH9cbBVr15qFVvHvxAXb3O7JHYZ0p/X77dkb7O97n/fiMk/Z4rwZCmZbk1OydD+TkZMiR950/v2O7X7tY+bDwOgLsAANv6N013YkWwOyVR10+foOunT5AkvXmwVZ/8rwqnS446D9xVoNvn5igt+ext2zRN/eaNw7aDPFv7ALCLOZQAHBGqFcEZozhlRZKumjreEiYlZ04/YmsfAE4gUAJwjFObpp+rfxW5UyaPG6X0ED6iNYzTIXjKuFGO9TnUohm29gEQCXjkDUS4THeKDj6wONxlDJuTm6ZLZ1eRO7HoZ/HsSXr43nmSpB5fn9469IH+6meVtvvt9/uvXKc5U8Yq4S8BePnjVY7UfaFFM2ztAyDcCJQAHOf0imCnVpGfu/gkyZWgyy8a49gemokJhi71uM+Eyf5fz+m6B+N0kAeAQPDIG8CICmZFcP8qcjsGWnzi5B6aA40ihqruwTh1+hEABIpACSDihXLxid0tc4bqJ5IWzbC1D4BQ4g4DICr0Lz4J9IjECy0+cWoPzcFGEUNVN+JLqOdSR9tcbUQeRigBRI1QrCIfiVHEUNQNAJGEEUoAUSUUi09GYhSRRTOxj1E+xDMCJYCoE4pzpUdi6x3Ow0Y8ImjHBwIlgJhiZ/FJOEcRWTQDIJpxBwOAczCKGLsYKQNCh0U5ADBMjCICwMAIlAAAALCFr9tAnOMxIADALgIlAACIWnwpjgwESgBAxCAcANGJOZQAAACwhUAJAAAAWwiUAAAAsIU5lACAYWOOI4CBMEIJAAAAWxihBBAyjGYBQHxghBIAAAC2MEIJADGGkWEAI41ACQAAMAC+nA0fj7wBAABgCyOUAKJWtI4eRGvdADAYAiUADIDQBwDDxyNvAAAA2EKgBAAAgC0ESgAAANhCoAQAAIAtBEoAAADYQqAEAACALQRKAAAA2EKgBAAAgC0ESgAAANhCoAQAAIAtBEoAAADYwlneAAAAYZDpTtHBBxaHuwxHMEIJAAAAWwiUAAAAsIVACQAAAFsIlAAAALCFQAkAAABbCJQAAACwhUAJAAAAWwiUAAAAsIVACQAAAFsIlAAAALCFQAkAAABbCJQAAACwhUAJAAAAWwiUAAAAsIVACQAAAFsIlAAAALCFQAkAAABbCJQAAACwJdGpjnp7e8/8+9GjR53qFgAAAA45N6Odm93scixQNjU1nfn3a665xqluAQAAEAJNTU2aOnWqI33xyBsAAAC2GKZpmk501NnZqerqaklSVlaWEhMdG/wEAACAA3p7e888VZ49e7ZSU1Md6dexQAkAAID4xCNvAAAA2EKgBAAAgC0ESgAAANhCoAQAAIAtBEoAAADYQqAEAACALQRKAAAA2EKgBAAAgC0ESgAAANhCoAQAAIAtBEoAAADYQqAEAACALQRKAAAA2EKgBAAAgC0ESgAAANhCoAQAAIAtBEoAAADY8v8BDAqSoDrXlucAAAAASUVORK5CYII=", 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" ] }, "metadata": { "image/png": { "height": 251, "width": 330 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(4, 3))\n", "\n", "ax.errorbar(x, y2, yerr=y1, fmt='o-')\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 251, "width": 330 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(4, 3))\n", "\n", "ax.stem(x, y2, 'b', markerfmt='bs')\n", "ax.stem(x, y1, 'r', markerfmt='ro')\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 251, "width": 330 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(4, 3))\n", "\n", "x = np.linspace(0, 5, 50)\n", "\n", "ax.scatter(x, -1 + x + 0.25 * x**2 + 2 * np.random.rand(len(x)))\n", "ax.scatter(x, np.sqrt(x) + 2 * np.random.rand(len(x)), color=\"green\")\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 251, "width": 252 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(3, 3))\n", "\n", "colors = ['yellowgreen', 'gold', 'lightskyblue', 'lightcoral']\n", "\n", "x = y = np.linspace(-2, 2, 10)\n", "X, Y = np.meshgrid(x, y)\n", "U = np.sin(X)\n", "V = np.sin(Y)\n", "\n", "ax.quiver(X, Y, U, V)\n", "\n", "hide_labels(fig, ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Text formatting and annotation" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 387, "width": 702 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "x = np.linspace(-20, 20, 100)\n", "y = np.sin(x) / x\n", "\n", "ax.plot(x, y)\n", "\n", "ax.set_ylabel(\"y label\")\n", "ax.set_xlabel(\"x label\")\n", "\n", "for label in ax.get_xticklabels() + ax.get_yticklabels():\n", " label.set_rotation(45)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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pavtavxRYZXz22WcZgX5VKSuw3dTfL4BNjcAWqFJ5eXlxxRVXpLf32GOP+NWvflXmPocffngceeSR6e0777wzPTVxUfXr149nnnkmfUKXn58f55xzTixevDij3RtvvBEPPvhgNG7cOJ5++uli67RsburVqxe77rprnHPOObHDDjuU2bZOnTpxwQUXpLfXnyhV1B133FHmiXPHjh0zrk4fO3ZsRvhe2O9+97uMdVx+//vfR25u6b+C6tatm7Euy5gxY+KNN96oQPUAwOZi5cqV8eijj8YjjzwSK1euTLocYAvy1ltvZWxnu8bq/vvvXx3lbFSFlxoqb23djemf//xnxvYRRxyR1X6HH354xjlk0X7Kcuyxx5bbpvBo3QULFmTVb/fu3TO299tvv6xrykYqlcqYwras6ZAjMgPbnJycjM9myrJ+yaL1yhuRu3r16jjmmGNi6NChJT6+aNGiuOCCC+LWW2+N+fPnZzxW0gXhFVV0lPn9998fc+fOrVRfr732WnzwwQfp7bp165b7Gdbmquj6tffee2+lQuOiAzLKm47Y+wWQPYEtUKWef/75jKtlC18FW5aTTz45ffvHH3+M1157rdS23bp1y5jWaurUqRnB4axZs+L888+PiIg///nPVb6GTBL22GOP+OKLL7Je06nw1dQTJkwoFmiXp0WLFnHUUUeV2+6cc87J2P7zn/9crM2KFSvi4YcfTm937tw5evToUW7fJ554YsYJ+SOPPFLuPgBsPF26dImcnJzIycmJ3r17J10Om7Gjjz46LrjggrjwwgvLHAEFUFGF166NiNh1112z2m9TXo5l9erVMWzYsLj44ovjoIMOit122y3atm0bbdq0yfh67rnn0vssXLgwwYozjRw5MmO78LlrWerXr58xHfDMmTMz1rEsS+fOncttU3iN3+XLl2fV7+OPPx69evWKBg0axMEHHxyPPfZYVvtl66uvvoqlS5emtysS2Hbr1i3raWenT5+evp2Tk1Pue3L99ddnzHR28cUXx9dffx1LliyJkSNHpi+MGDhwYLzyyivpdrVr184YyVxZJ5xwQuy0007p7QULFmQdThe2cOHCYmsn9+3bN1q0aLHBNW6Kiga23bp1q1Q/hS8iyMnJia5du5bZ3vsFkD2BLVCl/vGPf2RsH3744VntV3SanqIncUVdeeWVccwxx6S3n3322XjyyScjlUrFeeedF3PmzIl+/fplte7Mlqjw1dQFBQUxY8aMCu2/3377lTtVWMS6KykLXyH7wQcfFDu5HTlyZCxatCi9ne33RMOGDTPC9g8++MC0yACbiI8//jhjDax//etfm9xaf2we5s+fnzFS4oMPPsh6ZBNAWVavXl1sLc42bdpktW95a+km5W9/+1t06NAhzjjjjPjzn/8co0aNii+//DJmzpwZs2fPzvhatWpVer/Slq7Z2NauXVtsNOe2226b9f5F22Y7cnibbbYpt029evXSt7M979xxxx3jvffei2XLlsXIkSMzQqmqUHg65Iiyp0TOz8+PTz75JL19yCGHZH2cwkFep06dypwS+bvvvosHH3wwvX355ZfHn/70p9h5552jUaNGcfDBB8e7776bXtboxRdfTLfdaaedSp1pa9q0aekLAV9++eUy683NzY2//vWvGX09++yzFVoKa8WKFXH88cdnhNXt2rXLGBywpamKwHbVqlXx5Zdfprd33HHHcn9eer8AsiewBarU+++/n76dzZWZ6xW+mjWi/LVfcnJy4sknn4xWrVql77v88sujf//+8fbbb0enTp0yTiK2JOPGjYubbrop+vTpE3vuuWdst912xa6mPuWUUzL2qegV1RW5orzw1FH5+fnFTioLf09EZHd183qFvy8WLFgQ3333Xdb7AlB9is74kJ+fH0899VRC1Ww91n+QmZOTs0FrmFW14cOHZ9Q2fPjwrPdt3rx5xtSj+++/f1YfrAOUp+g5UO3atbNeKiebNVU3thtuuCHOO++89FSiXbt2jaFDh8a0adNi9erVxaYtzXa2q42p6AU5derUqdDyRUWDxKLT7ZamTp065bbJycnJuo6NpfCI2WbNmkXHjh1LbTt58uSMZQXKW++2tOOUN4r3kUceSS9h1ahRo7j11luLtcnJyYnHH3+82OcKRaeQLqzw+tTl1RAR0atXrxgwYEDGfYMGDYpf/vKXxdbNLWrSpEnRs2fP+PDDDzNqHjJkyBb7N0gqlcoI9Dt06FDsc7hsTJo0KfLz89Pb5U2HvJ73CyA7m/eijsAmZe3atRmja1KpVJknFIUV/oMvImL27Nnl7tO6det48skno0+fPpFKpWLZsmXx4IMPRu3ateOZZ54p86rQzdEXX3wRF110UYwYMaLC+1b0iurGjRtn3bboVepFR/MWver5uuuuy/pKyqIn9LNnz67yq5YBqJg1a9bEM888U+z+IUOGxK9//esEKmJz9+6778bQoUMjlUpF3759ky4H2ITtsMMOW+WsO2+//Xbccccd6e0jjzwy3njjjahVq1aCVW24ir6XRdtviiFrVSp8MXR5AWzh0DUiu9AzYt068l988UXWx3nppZfSt88444xSR1fWqVMnbrvttjjrrLPS9/Xq1avUftcHti1atIjtttsum9LjjjvuiG+//TZjFO9jjz0WL730Upx22mnx+eefZ7R/6qmn4p577ok333wz43spJycnHn744azXUy7LzjvvHFOnTt3gfkpz8803x80331zh/b799tuMYLSy0yEXHaWbbWAbsWm+XwCbGoEtUGVKmr4um+C1JNmOCO3du3f0798/7r///vR9hx12WNYnJ5uLMWPGxFFHHZVei7Zhw4YxYMCAOPHEE2PnnXcuFk4PHz48vW5MZVTkxL9BgwYZ20Xfu6JXPS9evLjCa+qW1jcAG99rr70W8+fPj9zc3CgoKEjfP3ny5Pjoo48yRktCNho0aBAXXnhh0mUAW5hmzZplbK9Zsyby8vKyGtG5Zs2a6iorbf0oxWzcfffdGdsPPvjgZhnWFh3Rt2bNmli7dm3Wz6Xo8juVGSG4uUilUhnhWEUC2/r168duu+2W1XEmTJiQcQF9WcdZuHBhfP311+ntI488ssy+i74/2QS2FRkZXKNGjXj22WfjwgsvjMcffzyjzkcffbRY+8Jt1qtbt2789a9/jXPOOSfr45YlLy+v2ICEqlT4b++KqI71ayMqFthuiu8XwKbGlMhAlSl6dWudOnWKTcuU7df6aZ6yce2112ast/rWW2/FsGHDqux5JW3VqlVx1llnZYS1H374YQwcODC6deu2yY0kLvp9UHT7mWeeqfT3RZ8+fTbmUwGgBE8++WRERBx11FHRo0ePEh8DgKTVqVMnWrZsmXFf0fVTS1PeFJ0lKXzek03gm+0x8vPzM2ZZ2mGHHbIO4zY1NWvWjLZt22bcV3iWrvL88MMPGdvbb799ldS1Kfr2228zLnQu76L0woFt165dMz4jyXa/iLID08Lrh2ZT0/PPP5++3b1799hxxx0zHi8oKIgGDRpETk5OvPfeexGxbjR54WUWcnJy4qGHHir1GDVr1ozHHnsshgwZEi1atCiznqJ69OgRH3300VYR/m3IyNjCNiSwjfB+AZRHYAtUmaJrR6xevbrCU/FWxsUXX1zsCsYLLrig2FS8m6sXXnghY+3Wyy67LPbaa69qPWZFrvYuepVz0SvZi15Vu2zZssoXBkCi5s6dG2+++WZERPTt2zd+/vOfZzz+7LPPxqpVq5IoDYCtVF5eXuTl5ZU4vW7RWR++/PLLrPr85ptvKlxH/fr107eXLl1abvvCIxXLMnfu3Izz6qKBZ2kqOxKvuh1yyCEZ25MnT85qvxUrVsT333+f3m7btu0WvVxO4emQI8oOR1OpVEycODG9Xdn1a3fcccdo2rRpqW2Lfl8XXR6psHnz5sXQoUPT2+eff36xNl9++WWsWLGi3Bq7du1abpuf//znMWXKlHjooYfiqKOOitatWxcLrevXrx8777xznHvuufHGG2/Ef//73yr/bGXq1KmVvkA9m69BgwZVqq6qGGFbUFCQsQ5u69atY9ttt61UPZvK+wWwqRHYAlWmZs2a0a5du4z7Zs2aVa3HfOihh+If//hHtGvXLh588MH0/YsWLYqzzz67Wqei2VjefffdjO1jjjmm2o9ZkSvKi16l3r59+4ztolc9V/f3BADVZ+jQoZGXlxeNGjWKk08+Oc4666yoXbt2+vFFixbFq6++mmCFAGxNpk6dGrVq1YpatWpljEJdr+i50/pRfOX56KOPKlxL4QtXCweLpfnggw+y6rdOnToZ2ytXrsxqv4ouT7Sx1oM98cQTM7bfeeedrPZ79913M0L5E044oUrr2tQUDmwbN25cZjj99ddfZ5zDV2SJqMLHKW+/xo0bZ93vb3/72/T36jbbbBNnn312sTa77LJLLF26NF5++eX0faNHj46lS5dmfP3kJz/J6pgNGzaMSy+9NN5+++2YNWtWnHvuuRmPv/766/H111/HU089Fb17997i10AurHBg26RJk2KjnbPx9ddfZ1ywX9lpldfzfgEUZw1boEodcsgh8cwzz6S3J02aVCzAK83y5cvTJ9AdOnQo9yrKSZMmxbXXXhu5ubkxdOjQ6NWrV4wbNy6eeOKJiIgYNWpU3HLLLfHb3/62ks9m01A0EM3miuoNvZr622+/zapdKpWKr776Kr1ds2bNYid5hxxySNx+++3p7UmTJlWolg8//DAWLlwYOTk5pkQGSNiQIUMiIuLUU0+N+vXrR/369ePYY4+NV155Jd3mySefjDPPPLNKjztp0qT48MMPY/78+dGkSZPo3LlzHHTQQcU+xN4Q3377bQwfPjxmz54dDRs2jJ133jkOOeSQDVp6IJVKxdixY+Ozzz6LuXPnRiqVilatWkWXLl1in332SeyDpylTpsQnn3wS33//fSxZsiTq168fzZs3j27dukWXLl0iN3fzu673s88+i/Hjx8ecOXNi7dq10apVq+jUqVP07Nkzq/Uqs1VQUBAjR46MCRMmxMqVK6N58+ax3377xd577+2DRNgEnXvuufHrX/86HTI899xz8dvf/rbM6WLXrl0bL7zwQoWP1blz5/jwww8jIuLzzz+PZcuWlfo75Pvvv49//etfWfXbrFmzaNGiRcybNy8i1o1IXblyZdSrV6/UfVauXFnh0LnwCOGSZlz6xz/+kT63fuSRRyo0irOw0047LX7zm9+kZ8R69tln4/bbby/3d/rf/va39O3c3Ny4+uqrK3X8qjZy5MgYM2ZM9OjRIw4++OAq67fwyNfy/maoyLTGha1evTo+//zzrPfr2LFj1KpVK/398c0335Q4Je4HH3wQf/zjH9PbgwYNiiZNmhRrV6NGjWjYsGF6lHW9evVin332yXo6Z7Iza9asjAs4shmxXJINnQ4ZgCykqsj06dNTEZGKiNT06dOrqlsgIev/P0dEavvtt896v2effTZj3/79+2e971NPPZXe749//GOZbVesWJHaY489UhGRuummm9L3L1u2LLXrrrum+8nNzU0NHz48q+P36tUrvd+hhx6add2VNXDgwIzXqjQnnHBCRruJEyeW2/fTTz+dsc97771X7j6F27ds2TKVn59f7j5jx47N2O+www4r1mbFihWpbbbZJt2mefPmqbVr15bbdyqVSq1cuTLVsGHDVESkunfvXmq7KVOmZNTxxBNPZNU/ANmbMGFC+ufsu+++m77/pZdeyvgZXKNGjdQPP/xQbn9/+MMfMvYr6ef4N998kzrssMNKbNOyZcvUo48+WuYxXn755VKPMXDgwFQqlUrNmTMndcopp6RycnKKtWnYsGHq9ttvTxUUFFTotVq6dGlq4MCBqVatWpV6/FatWqUGDRqUWrp0aan9FP39lu1XScaNG5e6/PLLUzvssEOZ+7Zp0yZ16623plauXFnmc3ziiScqXFfhv6+K/h1Umd/jq1evTt1///2p7bbbrtS+mjZtmurfv39q7ty5ZfZ14oknltrHlClTUqlUKvX222+nOnbsWGKbLl26pD744IOs6gbWee+99zL+H5133nkV7qPwz8nSznluvfXWjOM89NBDZfb5u9/9rlI/l4YOHZqxz+DBg0tsl5eXl+rdu3fGOVJ552z9+vXLaPv73/++zFpuv/32jPbZnNP/6le/Srfv1KlTsccLv45Tp04t9njR97Os5/Pqq69mtL311lvLrG3kyJEZv6evueaaMttXpJb1zjvvvAq9XqlU8b9lHnjggaz2y0azZs2yfr7XXnttum3dunWzPt8eM2ZMRv3/93//V+4+Rx11VLr9L37xi2KPf/bZZ6kWLVqk2+y3337l1nPqqaemIiLVs2fPrOrOVuH3NNvvgy3RG2+8kfE6VORzusJ+85vfZPTz3HPPVWmd3i9gc1JdeagRtkCVOu2002LHHXeMKVOmRMS6q2Vvu+22rEan/OlPf4qIiLp168app55aZturrroqPvvsszjooINi4MCB6fsbNGgQzz77bPTs2TNWr14dBQUFce6558bEiROLrbFb1Ma6oriiOnXqlLE9duzYctftGD58+AYdc+7cufHOO+/E0UcfXWa7p59+OmP7oosuKtamXr16cemll8att94aERHz58+PV155JU477bRy6xgyZEh6zdui0+MAsHE9+eSTEbFuFozDDjssfX+fPn2iefPmMX/+/IiIyM/Pj6eeeip+/etfb9DxJk+eHAcffHC636Lmzp0bv/rVr2Lp0qVx1VVXVeoYs2bNioMOOihjrfjCli1bFjfccEPMnj07Bg8enFWfEyZMiOOOOy5++OGHiIho2rRpnHzyybHbbrtFTk5OTJ48OV5++eWYM2dODBo0KB577LF47bXXSvzdXqNGjWjdunV6u/DoiAYNGmQ9+nfcuHEZM2DUqFEjjjvuuNhjjz2iTZs2sWTJkpg4cWK8/vrrMWvWrLjpppti2LBh8cYbbxRb7mK9evXqpWtbs2ZNLFy4MP1Ys2bNMqbKXq/w32INGzZM75+fn58eOZatqVOnxnHHHRefffZZRKz7O+6EE06IvfbaK+rUqRPffPNNvPTSS+n3bsiQIfHiiy/G4YcfXqHjrPfMM89E3759S11u49NPP40jjzwy3n333TjwwAMrdQzYGqxevTo9re2aNWsyHvvuu+8y1rzMRjY/O37zm9/Ea6+9lh5xevXVV0eLFi1KnA3ir3/9a1x//fVxxhlnxPPPP1+hWk466aSM34f/+7//G7m5udG3b99o0qRJpFKpGD16dFx//fUxatSoGDx4cFx44YVZ9X3DDTdkrBN/3XXXRYcOHeL0008v1vaJJ56IgQMHRk5OTonr+pbmgAMOiEcffTQi1s06MXPmzPT6lGvXrk3PpLXLLrsUW/amok444YS4/vrr44477oiIiIEDB0aTJk3i8ssvL9Z25MiRceqpp6afS69eveLOO+/coONXlbvuuitj+4477ijxOVTUd999l/F7tbzPHgqPsN1zzz2znlmi6Dq52XzGcdNNN8U777wTqVQqHn/88WjXrl1cdtllkZubG//85z/j2muvTf+/bNeuXbz66qvl1rO+/opM5Uz2qmL92pL6McIWoBpUVfJrhC1sWSIqdjVuYa+99lrG1a9XXHFFufs8/PDD6fZXXXVVmW3Xj+Rp1qxZatq0aSW2GTx4cMZzOOmkk8qtYUOvKK6obEfYDh8+PKPd3nvvXeYVqt98802qXr16Fb4ysXD7iEjtu+++qTVr1pTa/ttvv001aNAg48rZvLy8EtsuXrw4tfPOO6fb7rjjjqn58+eXWc/06dPTV+a2a9cutWLFilLbGmELUL3Wrl2bHi163XXXFXv8kksuyfg5vPvuu5fb55dffpl65plnUs8880zqgQceyNj/z3/+c2r33XdP5eTkpE444YTU/fffn/rb3/6Wuuuuu1L77bdfRtu6deuWev4xY8aM9DGeeeaZjP0GDhyYOvzww1MR62aIuOeee1JDhgxJ3Xfffen713/l5OSkRo8eXe5zGj16dHpmiIhIHXvssSX+vps3b17qmGOOSbdr3LhxauzYseX2X7T+bBUeQbPbbrulvvvuuxLbzZkzJ9W7d+9023322Se1evXqcvuvzEimwir6e3zKlCmp1q1bp9v36NGjxL8Jly9fnjFao1atWqnXX3+9xD7ff//99PfJRRddVGzEUd26dVMNGzZM/fKXv0w9/PDDqSeeeCJ1/fXXp9q3b5/RtkuXLhV67rC12X777Yudd1TVV1k/exYuXJjq3r17RvuePXumbr755tTgwYNT119/fapbt26piEj17t079fXXX1fq/OLZZ58tNmNDbm5uaptttknVqVMn/bPo6aefLvazs1mzZqnWrVunWrdunTGL1Hovvvhiqnbt2iU+hwcffDB18803p39H9unTJ3XGGWdk1LC+79atW5dY+5IlS1Jt2rRJ77PTTjulbrnlltRtt92W2meffdL3Dx06NL3PFVdcke6z8IjQos/nnnvuKfGYd999dyo3Nze9T+fOnVO//vWvU4MHD07dcsstqSOOOCLj8dNPP73UGSCeffbZrGr58MMPS6y/bt26FXq9UqlUxu+iiHWzVFSFYcOGZfT7xRdflNm+8Gjtiy66KOvjXHDBBen92rdvn/V+d955Z7n/H3fZZZdy606l1v3fXL/P448/nnUN2TBic53TTjst43UYP358pfop/P3esGHDCs9AUx7vF7A5qa48VGALlKjwH0kVDWxTqVTq5ptvzuhjwIABqVWrVhVrl5+fnxo8eHCqRo0aqYhI7bHHHqnly5eX2u/06dPTJyMvvPBCmTUcf/zxGTX86U9/KrP9448/nnGC9uOPP6YfW7NmTapz587pE4+qkG1gm0qlUkceeWRG27PPPrvEAPPrr79O7brrrsU+JKhoYHvOOeekGjVqlDr55JNTixYtKtb2q6++Su2+++4Zf6xPmjSpzP7Hjx+fatKkSXqffffdN/XVV1+V2HbcuHHpgLdGjRoZU2+WRGALUL0KT104efLkYo//97//LfZB3X//+9+s+y/6c7xbt26pBg0alPjzv6CgIPU///M/Ge3vuOOOrI5T9Bg1atTI+OC5sFtuuSWj/QUXXFBm3wsXLsyYbrhbt25lTiu8YsWK1J577plu37FjxxJ/55ZWf2UC2xo1aqSn9y3NqlWrUrvttlv6OA8//HC5/W/MwHbNmjUZoUu7du3KnO44Pz8/Y/rGbbbZptQL/tYrOt1zt27dUrvuumuJ+y1evDjVtWvXjPajRo3K+rnD1iapwDaVWjeN+m9/+9tU06ZNS9y/RYsWqdtvvz2Vn5+/QecXL730UqnPs2PHjunfbUV/dhb+Km3K0o8//jh16KGHlrpfq1atUg888EBq7dq1xcKPbM49x4wZk3GhbeGvBg0apO67776M9mUdI9vfWZ9++mnqpJNOKhZGF/7q3r176p///GeZr3u2U/UX/j7Jtv7S3HvvvRnt7r333jJrzFbhqWcbNmxY5nJFU6dOzajhkUceyfo4hS+CO+GEEypU43PPPZfacccdS/w+GTBgQGrx4sVZ9fPuu++m950wYUKFaiiPAHCdnXbaKf0a1KpVK6uL8YqaNWtWxmt50EEHVXmd3i9gc1JdeWhOKlWB+VHKMGPGjOjQoUNEREyfPj3at29fFd0CG0n//v3jueeeS28XnnIvNzc3WrZsmd4eMGBADBgwoNw+//CHP8S1116bnjquTZs2ceKJJ8ZOO+0UtWvXjilTpsQ///nP9DSEe++9d7zxxhvRpk2bjH6mT58e3bt3j4iIFStWxNKlSyMnJydatWpVYj3du3eP6dOnx+rVq2PRokXp+2vWrBnNmzcv9TksXbo0dtlll5g1a1ZEROy0007x85//PGrUqBEvvfRSepqeoUOHxjnnnFPu8y/J+toi1k2zuHz58vRjhac8fOmllzKm05s7d24ceuihMXny5PR9bdq0iVNPPTU6deoUa9eujY8//jhefvnlaNKkSfzmN7+Ja665Jt228NSEgwcPjjPPPDOee+656N+/f7pN4fd84MCBsddee8XZZ58dDRs2jFNOOSV22223yMvLi/Hjx8crr7ySno6rYcOG8frrr8chhxxS7vP/9NNP47jjjotp06ZFRETt2rXjqKOOih49ekSzZs1iwYIF8f7778e///3vSKVSUb9+/Rg6dGicfPLJxfq699574957742I4lMpNm7cOOrVqxcREWeeeWbW01gCULJTTjklXn755dhvv/1izJgxJbbZbbfd4ssvv0xvX3TRRfHwww9n1f/UqVNjxx13zLjvkUceiV/96lcltl+wYEFsu+226ek0jz766HjrrbfKPU5OTk7G9vXXXx+33357iW3Xrl0b22+/fcycOTMi1k0BWfj5FXX99ddnTNH4f//3f/HTn/60zHpef/31OO6449LbN954Y3oJgfLqHzhwYAwaNKjM/tf77LPP4tRTT439998/hgwZUm77P/zhD3H11VdHxLrpEYtOmVjU8OHDM6bJfu+996JXr15Z1RZR/P1/4oknol+/fiW2feSRRzKmEP3zn/9c7pSin376aey1117p6TTPPffceOqpp0pt/+STT8b555+f3q5Zs2ZMnDgxOnfuXGL71157LY4//vj09h133BHXXXddmTUByVmzZk2899578c0338SSJUuiVatWseOOO8YhhxySnrq1Ij+XSpKXlxejR4+OiRMnxoIFC6JBgwax9957x8EHHxy5ubkb/BymTp0ao0aNih9//DHy8vKiRYsW0aVLl+jRo8cG919QUBCjRo2KiRMnxqJFi6JOnTqx0047xWGHHRZNmzbd4NpLs2zZshg5cmR8//33sWDBgmjUqFG0adMmDjrooGjbtm21HXdDDR8+PD7++OPYb7/9KvS7b0tQUFAQ48aNi88//zzWrFkT2223XRx88MHpc/Fs3HvvvXHttddG3bp1Y+nSpVlP5wwASaq2PLSqkl8jbGHzlu2VpVHO1bFFTZ48OXXaaaelp38q6WuHHXZI3XPPPaVOv1v06uby6snmqu3SnkNFryiuqGyvKC/pSsKlS5em+vfvn6pfv36J+9SsWTPVt2/f1PTp08u8Wnv91eFlXYG8/vX5+OOPUz179iyxTW5uburEE0+s8PTQy5cvT912220Z020V/apXr16qb9++ZY4CKjpCubSv8847r0L1AZBp3rx56VEvDzzwQKntbrvttoyfv02bNi1xdo2SFP1d36pVq1Kn2V/voIMOSrfv0KFDVscpfIxatWqVOz3/Oeeck/F7r7S/VZYtW5YxYqtNmzZZTROXn5+fnmo6Yt2UjWXNNFLZv8cq6s0338x43uWN/N2YI2w7deqU8R6WV9t6++67b8bfTN9//32pbYv+jXTKKaeU2feKFStSNWvWTLfv27dvVjUBmy4z+MDGcdZZZ6Ui1i1vAACbi+rKQ122BETEupEETz75ZJX3u9tuu8WwYcNi+fLl8f7778e0adNi/vz5UadOnWjVqlXsvffescceexQb8VLYDjvskB4RkY2pU6dWut799tsvvvzyy2q7onhDamvYsGHcf//9cdttt8WHH34YX331VSxZsiSaNGkS2223XfTq1SsaN24cERHt27cv9zXr169fuVeJ77vvvvGf//wnvv766/j444/jxx9/jIiIdu3aRa9evYqNhs5G/fr144Ybbojrr78+xo8fH5MmTYq5c+fG2rVro2nTprH77rvHfvvtFw0bNiyzn0GDBmU9sgiAynv66adjzZo1UatWrfjZz35Waru+ffvGTTfdlP79s2jRonjllVfizDPPrPAxjz766KhRo0aZbXbdddf48MMPI2LdiNuK2n///WObbbYp9xjrFRQUxOLFi6NFixbF2r3//vsZs3ocdthhZf5ts15ubm4cdthh6VlOFi5cGB988EEcffTRWT6L6lG3bt307YKCgpgxY0Y0adIkwYrW+eKLL+Lrr79Ob++3335Z13XkkUemRwrn5eXFm2++GRdccEFW+x577LFlPl6vXr3Ybrvt0rPGVOb7EQC2Rp9++mlEROy1114JVwIAyRPYAhtFgwYN4phjjkm6jKzk5ubGT37yk/jJT36SdCklatiwYfz0pz8td5rFqtSpU6fo1KlTlfaZk5MT++yzT+yzzz5V2i8AVWv9FLrHHHNMiWHletttt10ceuihMXz48PR9Tz75ZKUC29Kmni1s/TIHEZGxxEB1HWP9cUp6DUaOHJmxvfvuu1e6jpEjR1ZrYDtu3Lh4+eWXY9y4cfH999/H4sWL01NLr1d0e+HChdVWT0VU9eucbWCb7ffK+sC2Mt+PALA1mjt3bkRENGrUKOFKACB5AlsAAKBEn332WXpU4s9//vNy2//85z/PCGz/9a9/xY8//ljhtefKG/kaERVaH62qjlHa7BXr12ZfryLPd9ttty2zr6ryxRdfxEUXXRQjRoyo8L55eXnVUFHFJfU6V/R7pSIzwwDA1mzbbbeN2bNnx7Bhw+Lkk0+OLl26RK1atSJi3YX/2cxYAgBbitykCwAAADZN65dLaNq0aRx//PHltj/ttNOifv366e38/Px46qmnKnzcOnXqlNtmQz/Aq8pjFJ0Ct0GDBlnXUXQJgPnz52e9b7bGjBkTPXv2TIe1DRs2jEGDBsX48eNj6dKlkUqlMr7ee++9Kq+hKiT1Om+M70cA2BpdfPHFERExY8aMOOSQQ2KbbbaJRo0aRdOmTWPlypUJVwcAG5fAFgAAKCY/Pz/+/ve/R8S69Wjr1q0bOTk5ZX41btw4VqxYkdHP+imVtyYVGWFZtG1VB3+rVq2Ks846KxYvXhwR64LLDz/8MAYOHBjdunUrd834Tdmm9DoDm79777032rRpE23atInu3btnPNa/f//0Y/3790+oQtjyXHDBBfG3v/0tDjzwwIxpkXfdddeMiwABYGtgSmQAAKCYt956K2bOnBkREa1bt856v1QqFXPmzElvT548OT766KPYf//9q7zGTUXRtW6XLVuW9b5F1zst2teGeuGFF9Jrq0ZEXHbZZbHXXntV6TE2lk35dQY2f8uWLYvZs2eX+NiSJUtiyZIlERHpC2CAqtG3b9/o27dv0mUAQOIEtgAAQDHrp0Pef//947///W/W+6VSqejUqVN8++23GX1tyYHt9ttvn7H9448/Zr3vDz/8UGZfG+rdd9/N2D7mmGOqtP+NaVN+nYHN36BBg2LQoEFJlwEAwFbKlMgAAECGRYsWxT/+8Y+IiPjFL35RoX1zcnLif/7nfzLue/bZZ2P16tVVVt+m5pBDDsnYnjx5ctb7Fm1btK8NtX6U9Hpt27Ytd5+CgoIqraGqbMqvMwAAAGwIgS0AAJDhmWeeidWrV0f9+vXjrLPOqvD+/fr1ixo1aqS3Fy1aFK+88koVVrhpOfjgg6NZs2bp7ffeey+r0LOgoCDee++99HazZs3ioIMOqtLa6tSpk7G9cuXKcvcpbUrQ0mys9WB33XXX2HXXXdPbY8eOjUWLFmW17zvvvJO+XbNmzejdu3dVlwcAAACVJrAFAAAyrJ8O+fTTT49GjRpVeP+2bdvGT3/60xL73BLVr18/LrnkkvT2nDlz4s033yx3vzfffDPmzp2b3r7sssuifv36ZR5nvbVr1xZ7fODAgbHffvvF/vvvnw6MO3XqlNFm7Nix5dY1fPjwctuUVldptR133HGx3377xUUXXVShvosaMGBA+nZeXl78/e9/L3efTz/9NMaNG5fe/tnPfhbt27ffoDoAAACgKglsAQCAtC+++CJGjx4dERWfDrmwovv+61//qtCao5uba6+9Njp27Jjevu6668oczbpy5cq47rrr0tsdO3aMa665psxjtGvXLn27cNC73ocffhhjx46NOXPmRG7uulO9448/PqPNgw8+GHl5eaUe49tvv42nnnqqzDrKqquk2vLz8+Odd96JsWPHbvDU2Oedd17Gesi33357ia/FegUFBRmv6zbbbBO33XbbBtUAAAAAVU1gCwAApK0fCbvLLrvEwQcfXOl+jj/++GjVqlV6Oz8/v8JB4OakSZMm8fzzz6dHJE+aNClOOeWUmDdvXrG28+fPj1NPPTUmTZoUERGNGjWKYcOGRZMmTco8xgEHHJC+PWrUqIxpl6dOnRojR46MiIijjz46ff+hhx4aRx55ZHp7/Pjxcd5555UYJn/zzTfRp0+fWLVqVTZPOa1t27ax3Xbbpbfff//9jMcLr2FcuLbKqFWrVjz//POx7bbbRsS6NXqPPfbYmDZtWrG2K1asiF/84hfx9ttvp/d96qmnMmoFAACATUFOKpVKVUVHM2bMiA4dOkRExPTp000xBQAAm4lRo0bFKaecEhERCxcujDVr1kTdunXTAeKBBx4YL730UlZ9de/ePaZPn57R13p16tSJpk2bRkTEJZdcEn/6058iYl2YWzjYbNy4cdSrVy8iIgYPHhxnnnlmRETce++9ce+990ZExLJly2L58uXpfVq3bp2+PWbMmOjQoUNMnz49unfvnr6/8NqsDRo0iIYNG0bEuml210+1+9xzz0X//v0jYt0o2CVLlqT3adGiRXpt3pdeeikOPPDAYs9/4sSJcdxxx8WMGTMiYl2Qe8opp0Tnzp0jImLy5Mnx0ksvpddebd++fbz++uux1157lfqarvfRRx/FgQcemA5qDz300OjTp08sXLgwnnjiiZg1a1bUr18/JkyYkDEV8ty5c+PQQw+NyZMnp+9r06ZNnHrqqdGpU6dYu3ZtfPzxx/Hyyy9HkyZN4je/+U3GqNRmzZpF7dq1IyLz/Sjsnnvuif/93/+NiHVr2vbt2ze6du0a33zzTTz22GOxZs2a6Ny5c0yYMCFq1aqV8V6W9f6feeaZMXjw4GLH+/7776NPnz7x6aefRkREvXr14oQTTohu3bpFnTp14ptvvomXXnopZs2aFRERTZs2jRdffDEOP/z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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 251, "width": 950 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 3))\n", "\n", "ax.set_yticks([])\n", "ax.set_xticks([])\n", "ax.set_xlim(-0.5, 3.5)\n", "ax.set_ylim(-0.05, 0.25)\n", "ax.axhline(0)\n", "\n", "ax.text(0, 0.1, \"Text label\", fontsize=14, family=\"serif\")\n", "\n", "ax.plot(1, 0, 'o')\n", "ax.annotate(\"Annotation\",\n", " fontsize=14, family=\"serif\",\n", " xy=(1, 0), xycoords='data',\n", " xytext=(+20, +50), textcoords='offset points', \n", " arrowprops=dict(arrowstyle=\"->\", connectionstyle=\"arc3, rad=.5\"))\n", "\n", "ax.text(2, 0.1, r\"Equation: $i\\hbar\\partial_t \\Psi = \\hat{H}\\Psi$\", fontsize=14, family=\"serif\")\n", "\n", "fig.savefig(\"ch4-text-annotation.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Axes" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 272, "width": 1260 } }, "output_type": "display_data" } ], "source": [ "x = np.linspace(-5, 5, 5)\n", "y = np.ones_like(x)\n", "\n", "def axes_settings(fig, ax, title, ymax):\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.set_ylim(0, ymax+1)\n", " ax.set_title(title)\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(16,3))\n", "\n", "# Line width\n", "linewidths = [0.5, 1.0, 2.0, 4.0]\n", "for n, linewidth in enumerate(linewidths):\n", " axes[0].plot(x, y + n, color=\"blue\", linewidth=linewidth)\n", "axes_settings(fig, axes[0], \"linewidth\", len(linewidths))\n", "\n", "# Line style\n", "linestyles = ['-', '-.', ':']\n", "for n, linestyle in enumerate(linestyles):\n", " axes[1].plot(x, y + n, color=\"blue\", lw=2, linestyle=linestyle)\n", "\n", "# custom dash style\n", "line, = axes[1].plot(x, y + 3, color=\"blue\", lw=2)\n", "length1, gap1, length2, gap2 = 10, 7, 20, 7\n", "line.set_dashes([length1, gap1, length2, gap2])\n", "axes_settings(fig, axes[1], \"linetypes\", len(linestyles) + 1)\n", "\n", "# marker types\n", "markers = ['+', 'o', '*', 's', '.', '1', '2', '3', '4']\n", "for n, marker in enumerate(markers):\n", " # lw = shorthand for linewidth, ls = shorthand for linestyle\n", " axes[2].plot(x, y + n, color=\"blue\", lw=2, ls='None', marker=marker)\n", "axes_settings(fig, axes[2], \"markers\", len(markers))\n", " \n", " \n", "# marker size and color\n", "markersizecolors = [(4, \"white\"), (8, \"red\"), (12, \"yellow\"), (16, \"lightgreen\")]\n", "for n, (markersize, markerfacecolor) in enumerate (markersizecolors):\n", " axes[3].plot(x, y + n, color=\"blue\", lw=1, ls='-',\n", " marker='o', markersize=markersize,\n", " markerfacecolor=markerfacecolor, markeredgewidth=2)\n", " \n", "axes_settings(fig, axes[3], \"marker size/color\", len (markersizecolors))\n", "\n", "fig.savefig(\"ch4-line-styles.pdf\")" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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Gx0iePLnNbR4e/zuVH9Ux/Pz8AHj06FG0jtm2bVtq1apl/bp27dr06NHD6f3DHy9ZsmTROraIPUpeSay6cuUKtWvX5sKFC5w8eZIqVapw4sSJuA4rUSpdurTd7deuXdPqt0TIy8vxhyCtvBIREREREXEdR8krrboSSbyKFSvGoUOHWLFiBd26dSN//vyAmcBZt24dHTp0oEKFCly7ds3tsWV8esLo9u3bGIbh9H779+9n69at1q8PHDgQrXOKt8I1X8+ozL3EIiWvJNbcunWLOnXqcOrUKetj58+fp2rVqhw8eDAOI0ucHCWvQKuvEitHpQOVvBIREREREXEdJa9EkjZPT0+aNWvG119/zalTp7h06RJff/21tSfVnj17orVyKbaEJY5CQ0O5c+eOU/s8fvyYDh06EBQURIoUKfDw8OD69eu88cYbTh/3v//+ixSDSGxQ8kpixb1796hfvz6HDh2KtO3atWu88sor/BPWNVpiRfHixfH09LQ7RsmrxEnJKxERERERkbhx/z6cPWt/jJJXIklL1qxZ6datG3///TdlypQBYNWqVdEu3/e8SpYsab3vbCWsgQMHcvToUQCmTZvGwIEDAVi9erW1F5Yj4Y8VPgaR5+UV1wFIwvfo0SOaNm3Kzp07bY65desWjRs3Zvv27RGaC0rM+fn5UbhwYesfmKgcO3bMjRGJu2TJYn+7klciIiIiIiKuYecjuJWSVxIvpEwJTq6+SfRSpnTLYby9valevTp79+4lODiY27dvu7UHVNWqVa33d+3aRfny5e2OX7duHVOnTgWgVatWdOnShSdPnrBhwwb27t3LgAEDqFmzJoULF7Y7z65duwCz31XY6jOR2KDklTy3ESNG8Pvvvzscd/LkSVq1asW6devw9vZ2Q2SJX+nSpa3Jq/z581O6dGlKly5NqVKlKF26NHny5InbAMUlHK28unTJPXGIiIiIiIgkNY5KBoKSVxJPWCyQKlVcR5GobN26laxZs1KgQIEotwcFBbFlyxYA/P393V5CL2fOnOTOnZuzZ8+yc+dOevfubXPsjRs3eP311wHInj07M2fOBMwE3OLFiylTpgwPHz6kQ4cO/P3333bP5YYtaKhQoQI+Pj6x+IwkqVPZQHluw4cPp0qVKk6N3bRpE3379o1W00CxbeDAgfz555/cvXuXU6dO8cMPPzBixAiaNWtG3rx5sVgscR2iuECOHJEfs1jMFVnlypk3ERERERERiX2OkleZM0P69O6JRUTc67fffqNw4cLUqFGDCRMmsH79evbu3cuff/7J3LlzqVq1Knv37gWge/fueHm5f91Iw4YNAfMcrL3zr927d+fKlStYLBbmz59P2rRprduKFCnChAkTALN/16hRo2zOc+/ePevKq7Bji8SWBJu8unbtGqtWrWLEiBHUr1+fDBkyYLFYsFgsdO3a1SXHXLp0KXXr1iVr1qz4+fmRJ08eOnXqxPbt252e4+bNm4wcOZLSpUuTOnVqUqVKRenSpRk5ciQ3b950Sdyuljp1atavX0+dOnWcGj9z5kzrklR5Pi+++CKVKlUipZuWP0v8UK0aTJwIy5bBn3/CmTPw+LFZLnDXLli6NK4jFBERERERSZwcJa+06kokcQsNDWXLli0MGjSIevXqUbZsWapUqUK3bt2sK5BatGjB2LFj4yS+Tp06AXDhwgW2bt0a5ZjZs2fz888/A/Duu+9Sq1atSGN69+5N/fr1ARg3bhzbtm2Lcq4ff/yRx48f4+npSbt27WLjKYhYJdiygZkzZ3bbsR4/fkyrVq1YtWpVhMfPnj3L2bNnWbJkCaNGjeLDDz+0O8+uXbto2rQpl59pSHPw4EEOHjzInDlz+PnnnymXAJdNJE+enF9++YX27dvz448/Ohz/7rvvUrBgQerVq+eG6EQSlxIlzJuIiIiIiIi4l5JXIknXoEGDqFChAhs2bODvv//m0qVLXLt2DYAsWbJQoUIFOnfuTIMGDeIsxooVK1KmTBn27t3L4sWLqVatWoTtJ0+e5L333gOgZMmSdpNsc+fOpWTJkly/fp1OnTpx4MABUj1TinLJkiUANGnShOzZs8fys5GkzmIk0Ppt4cuh5cyZk6JFi/Lrr78C0KVLF+bNmxdrx+rQoYP1P+Irr7xCv379yJYtG4cOHWLMmDH8+++/gJm17t69e5RzXLx4kbJly3L16lW8vLzo378/jRo1AmDVqlV88cUXBAcHkzlzZvbs2RPr/9kvXLhAzpw5ATh//jw5oqo7FguCgoKoW7cumzdvdjg2VapUbN++naJFi7okFhERERERERGR2HL3LqRObX/MV19Bjx7uiUfiL3edhzt58iTBwcF4eXlRsGBBlxxDEp6lS5fSrl070qRJw7lz51xWsens2bPkz5+fkJAQtm3bRuXKlV1yHEkYXPF6lGDLBo4YMYKVK1dy5coVzp07Z20qF9u2bNliTVw1btyYDRs20LRpU1566SW6devG9u3byZUrF2Bm32/fvh3lPMOGDePq1auAmZEeP348VatWpWrVqowfP956jKtXrzpcwRWf+fj48P3335M/f36HY+/evUujRo0SbLlEERERERF3+v576N0bNm6EJ0/iOpqEISgI9uyBmTNh6FDz9vXX8PffcOdOXEcnIgnN0aOOx2jllYjEtdatW1O8eHFu377t0tYtY8aMISQkhDp16ihxJS6RYFdePevMmTPkzZsXiN2VVw0bNmTNmjV4enpy5syZKK+UCMtmA3z++ee8//77EbZfvXqV7NmzExISQt26dVm3bl2Ux6pXrx7r16/H09OTixcvxmppxAhXfGzcSI6CBSFlSvPmguaBx48fp2LFitxx4hNh9erV+fXXX/Hx8Yn1OEREREREEotGjWD1avN+2rTm182bQ506kCJF3MYWHwQHmyeWd299xO7f77F7nwcHzqYhKMT2553s2Q2KFbNQvDgUK4b13zRp3Be3iCQcX38NNgruWN26Zb5GS9KmlVcS19auXUuDBg1Inz49Z86cwd/fP1bnv3DhAvnz5yc4OJi9e/dSunTpWJ1fEh5XvB4l2J5X7nD//n1+++03AF599VWbf2hatGhBqlSpuHv3Lj/++GOk5NUvv/xCSEgIAK+//rrN43Xt2pX169cTEhLCL7/8wptvvhlLz+QZtWtH/NrP73+JrLCbvz9kzw5Vq0LdupAlS7QOUaRIEZYvX06DBg2sz92WLVu20Lt3b2bNmhWhHKSIiIiIiJju3YMNG/739X//wcKF5i1ZMjOB1adP5Lf6idaTJ9w/fIYVC++ze1cou0+mZt/1HDwK9QOSPb0ZwBXgH+AEcBlIARQHKgGpuXjRwsWLEb+3AFmz/i+RFT6plS6dG5+jiMQ7jvpdZc2qxJWIxA/169dnypQp3LhxgzNnzlAilpunnzt3jiFDhpAvXz4lrsRllLyyY+fOnQQGBgLm6iBbfHx8qFixIr/++is7d+7kyZMneHt7W7dv3brVet/ePOG3bdu2zXXJq2c9fmzerl+PvO3rr8HbG9q3h/79oVQpp6etU6cOkyZNom/fvg7Hzpkzh+LFi/Puu+9GI3ARERERkaRh7VqzBF5UHj2Cn3+GevUSafLq3DlYvx7++ce8nTgBp08THJyCztwG7gEngRWYSaqwZNWJp9ts8QRyAf2BTsD/GtlcvmzeNm6MuEfmzFCmDLRubX5EUvEIkaTFUfJKJQNFJD7p06ePy+auVKkSlSpVctn8IpCAe165w7Fjx6z3ixQpYnds2Pbg4GBOnjwZ5TypU6cmi50VTFmzZiVVqlSRjh3nnjyB+fOhdGnzks5ffwUnq0327t2bt99+26mx77//PmvWrHmeSEVEREREEqWffrK/3WKBpk3dEor7bN4M1apB7tw8eustlk6cSJdVqyh94gQZg4PJxx08yQykAsoC7YFRwLfAHuwnrgBCgACgL5AGSAe8CswE7ka5x9WrZiLx9dehUCHQxxeRpEXJKxEREffRyis7zp8/b73vqDZtWB3bsP2KFSsWaR5n6tvmzJmTI0eORDi2My5cuGB3++XLl6M1n00bNpi3kiXh/fehXTu7lxtaLBYmT57MiRMn2LRpk92pQ0NDadu2LX///TfF9Y5PRERERAQwV1yF9bqypWJFs1xVonDkCHzwAaxezYfAROCRzcHXYvHA/wEbn956Ay8BNZ7eKgMRe0WcPWuWbBSRpMEw4J134PBh82Xq2DFz5Wt4OpUhIiISe5S8suPevf9dqeeoqV2KcB2S79+/H+U8zjTGC5vn2TkcCZ88c4tDh6BrVxgyBPr2hR49bBaA9/b25rvvvqNixYqRVqU96969ezRu3JgdO3aQMWNGFwQuIiIiIpKwbNoEd6NeCGTVrJlbQnGty5dhxAj45ht+CA2lE/aSVq4WAmx/ehuH+dG5HGYiqyZQk5o+f/HKtUtgtDaXvolIomaxwKBB//s6JATOnDETWWG38uXjLDwREZFER2UD7Xj8+LH1vo+DYua+vr7W+4+eufQmbB5Hc4Sf59k54q3Ll2HoUMiZ07wE6fTpKIelS5eOlStXkiZNGodTBgQE0KJFC2u/MRERERGRpGzFCsdjmjd3fRwuc/8+jBwJBQpwY84cuoWG0pK4TFxFJZj/JbLqAHnJFNSa0LZtzczhxYtxGp2IuJ+nJ+TPD02amNf1LlpkdlsQERGR2KHklR1+fn7W+0G2uiM/FT7RkuyZ2hFh8ziaI/w8z87hyPnz5+3edu7cGa35ou3hQ5gyBQoWhJYt4e+/Iw0pXLgw3333HZ6eng6n27ZtGz179sRwsreWRO369ets3LiRiRMn8u+//8Z1OCIiIiISA2+/DYMHQ+HCUW8vXtx8G57gBAfDV1/xa843mPzxRcY/fEh+YG5cx+WU8yzlCtmBPb/8AsWKwezZTvcGFhERERER+1Q20I6UKVNa7zsq4/fgwQPr/WfLA6ZMmZKHDx86VQowbB5nSgyG50w/LbcIDYUffjBvlSqZfbGaNjUvSQJq167NlClT6NWrl8Op5s6dS7FixRgwYICro07wDMPg6NGjHDx4kAMHDlhv4XudpUmThvz588dhlOJOQUHw5AmEq2gqIiIiCdSLL5q3sWPNHisrVpi33bvN7Qlu1ZVhwMqV/PveVN473ZOVNASGxXVUMXIFs5hg57t3mfvWW3h8+y3MmgUFCsR1aCIiIiIiCZqSV3aETwhduHCBcuXK2Rx7/vx56/1n+0/lyJGDq1evcuHCBYfHDJvH7T2sXOGvv8xb/vzwySfQpg1YLPTs2ZOjR48ydepUh1MMGjSIwoUL07hxYzcEnHBZLBZq167NlStXbI45cOCAGyMSd/j7b/j3X7hwIfLt6lX46COzbYSIiIgkHkWLmrehQ+H8efj5Z6hdO66jioadO7n33gjG/FWdL1hJEEeAsnEd1XNbAPwCLP79dxqUKgWjR0O/fuAV8SP3w4eQPHmchCgiIiIikqCobKAdxYoVs94/fvy43bFh2728vCjwzFV2YfPcuXPHbnLh8uXL3H3aiblo0aIxijle+vdfaNfOLCf4dGXZ//3f/1GnTh2HuxqGQfv27Tl48KCro0zwSjsorq3kVeLz7rvQqZNZX33aNPPk1Z49ZuIKzCSWiIiIJF45c0KfPlCkSFxH4oTTpwlt044FFaZS+K9vGMcQgvAFygCtYu0waYAKQCfgE2A5cAB4ABjAFqA+kBZwXMw8em4DDYFKjx4ROGCAWYni0CHr9pAQKF8eWrWCo0dj+eAiIiIiIomMkld2vPTSS/j4+ACwZcsWm+OCgoLYvn17pH3CVKlSxXrf3jzht1WuXDlGMTslXC8vt/rxR6haFS5cwMvLi2XLllHYVuH+cO7fv0/jxo25GnZGXqJUqlQpu9sPHDigHmKJjKNqoeobLiIiInHu5k147z12FupIpeX96MICLpPtmUFjAe9oT+2DuWZrCrAVuAbcArZjroQaliMHrWrVolTPniSfNAl+/JFqH33Emlde4ZavL0+Av4C3gALEXjLrb8AfWLRrF5QpYy6FDwxk6VI4cgS+/x5KlIBu3eD27Vg6qIiIiIhIIqPklR0pU6akVq1aAGzcuNFm2b8ff/zRumKqeRQF55s0aYKHh/mtnjvXdvvhefPmAeDh4UGTJk2eJ3T7Tp40m+H89x+cO2d+gtq+HTZuNIvnz55tJplcYd8+83LD3btJkyYNq1atIm3atA538/Ly4s6dO66JKZFwtPLqzp07EcpbSsLnKHmllVciIiISZ0JDYfJkLuetRLtJBagQUpMd2Hrzkh9w3BM3GTAAM0FlAIHA7lSp6PPSS1Tp2JGMH3+MZdky8zPH/ftmXcWNG2H6dLOEX/PmZiJp0ya4fRvL5s28PGoUM2vU4KSvL0HAVWAF0A+w/+7avmDM1V8lg4O5N3o0T154iVGDH1m3GwbMnWt+NDpx4jkOJCIiIiKSSCXp5NW8efOwWCxYLBZGjRoV5ZgBAwYAEBwcTO/evQkJCYmw/caNG3zwwQcApEmThu7du0eaI0uWLHTo0AGA9evX8/3330ca891337F+/XoAOnXqRJYsWWL8vJzi5QVp0pi1RooVgwoVoFYtaNYMuneHP/6AHTugdWvwiOVfk8uXoVo1+OEHChQowA8//ICXl+32a9WqVWPHjh0UKlQoduNIZBwlr0ClAxMbJa9EREQkXnrwAJo2ZWG/beS6V5KlvAt8CthrxjkcSBXllpLADOAhMKFpU9LOnm1+XrlyxVy6tHMnLFwIH35ofn554QVIkcJ+jH5+UL06jBwJv/8Ot2/jsXkzmUaNoln16kzy8WE/cAMzmdUesETne/DUYcxShp2OJ+PUhWSRtp88aX4U++23GEwuIiIiIpKI2c4YxHPbtm3j1KlT1q9v3LhhvX/q1CnrKqYwXbt2jdFxatasSdu2bVm6dCm//PILr776Ku+++y7ZsmXj0KFDfPrpp5w7dw6AcePG2VxF9Omnn7Ju3TquX79Ou3bt2L17N40aNQJg1apVTJw4EYCMGTPyySefxCjWWFe+PCxbBgEB8OWXMGeOtWfVc3v0yOyB9emnvDJkCNOnT+ett96KNKxbt27MmDEjUilGiaxw4cL4+PgQFBRkc8yBAwdo3LixG6MSV3KUvLp1S03BRURExM1u34ZGjRj9Z2FG8DNwM9zGecC7QFTlrjMAQ4HB1keKAp9h9pGyVKwIEyZAuJLssSosmRWW0Hr0CHbsIP3mzTTbvJlmf//N0KAgGgDnojl1KLCMnZj9vdYBmSJsv30b6tY1e5j26BEbT0ZEREREJOFLsMmrOXPmMH/+/Ci3/fnnn/z5558RHotp8grgm2++4e7du6xZs4bff/+d33//PcJ2Dw8PPvzwQ3rY+aSRM2dOVq5cSbNmzbhy5Qrjx49n/PjxEcZkyZKFn376iRyOzki7W968MGkSjBoFs2aZiaxLl2Jn7mHD4Phx3pw9m6NHjzJp0iQALBYLn3/+Oe+99x4WS0yucUx6vL29KV68OPv27Yu0zWKxULBgQVI4ugJVEhRnXiouXoSCBV0fi4iIiAjXrkHdury/vzxfsBh49sI3A/gAWGtjgndIwWek4DafEMrrgFf+/DB2rHnhmzs/FyRLBjVqmDeAq1cp3rcvZ7/7jmHAOMykVPTsA7JjrkIbFGFLSAi8/TYcPQoTJ5qFMkREREREkrIkXTbQWcmSJWP16tUsXryYV199lUyZMuHj40POnDlp374927Zts1l2MLwKFSpw6NAhhg8fTokSJfD398ff35+SJUsyfPhwDh8+TIUKFVz/hGIqTRoYNMhcibVgAThRps4pCxdC7dpMGDSI+vXr4+/vz8qVK+nfv78SV9FUunRpUqVKRZUqVejduzezZs1ix44d3L9/n3/++Yf33nsvrkOUWORM8kqlA0VERMQtzp/HqFqN7vtf5gvmEzlxFWYdsDHSo+XZwXZq8Ce3+JdQ3kyfHq8vvzSzOa1auTdxFZXMmWH5cvjxRz7NkoXTQNYYTRSMmcArDJyJtHXyZGjcGNTuV0RERESSOothGEZcByGud+HCBXLmzAnA+fPnY2d1l2GYzY4//xzWrXv++fLm5c6333LB35/ixYs//3xJ0P3790mRIoWSfklEYKB5UXCGDGYiK/wte3bz37JlzbyziIiIiMucPIlRqzaNzldnDQud2OEFYA/gQRYuM54P6MgiPDDA1xfefRcGD46/b2L++w8GDiTk6695Dfg5xhN5YHbzilw+vWhRWLkS8ueP8eQiEktOn4a//4bixaFIEbPKqIgjLjkPF4WTJ08SHByMl5cXBVV2JVE4efIkJUqUsN7PlStXrB9j+fLltGnThoIFC3L48GG1a5FY4YrXIxUjkJizWKBWLfN2+DB88QUsXgx2ei7ZFRBA6jp1SL18ufmuUKLN398/rkMQN/L1Ndsx+PrGdSQiIiKSZB06RGjtOlS7VoM/nUpcAezHk3kM4BrD+JSU3Dc/W3TqDKNHgwtO0sSqtGlhzhw827XjpzffZFdAALWAe9GeKBToAYQAPSNsOXYMKlSAH3+EatViI2gRial166B3b/O+h4eZVC5e/H+3EiWgZMm4jVFE4sadO3dYtGgRq1ev5ujRo1y7dg1vb28yZ87MSy+9RJMmTWjZsiWenp5Oz/n+++8TFBREjx49okxcPX78mPXr17Nx40Z27tzJyZMnuXfvHilTpqRw4cLUrVuXHj16kDWr7TXiLVu2pFixYhw9epQpU6bw/vvvx+j5i7iaVl4lEe664oNLl6BNG9i2LeZzeHqafbXC3h2KiIiIiEj8s307wfUbU/32a/zFLMyeVs6pQwrWh5UWfPVV+OwzeOEFl4TpUg8ewIgRhP7f/9HNMIi6K7Mz5gFdIj3q7Q0zZ8Lrr8c8RBF5Pr17w/TptrfnyWN2VxAJTyuvEr85c+YwePBgbt68aXdcsWLFmDlzJlWqVHE45/bt23n55Zfx9vbm1KlTkZJXBw8epEqVKty7Z/+SmZQpUzJnzhxat25tc8ySJUvo0KED6dOnJyAggJQpUzqMT8QeV7weqeeVxK5s2WDjRujcOeZzhIRAnz7Qty8EB8debCIiIiIi8dy9e9C1K6xYAQ8fxnU0dmzaRFCt+pS93Zi/mImziSsLFoYAa3lgLlVYtw5+/TVhJq4AUqSAiRPx+Ptv5hUvzlEgXYwmeh1YFunRJ0+gWzcYOND8mCQi7nfkiP3tKhwjkvQMHDiQN998k5s3b+Ll5UXHjh1Zvnw5O3bsYOvWrcyZM4datWoBcPToUWrXrs3333/vcN7Ro0cD0KpVqyhXXd29e9eauKpcuTJjx45lw4YN7N27l/Xr19OjRw88PT25d+8e7du3Z+3atTaP1aZNG7Jnz87Nmzf56quvYvJtEHE5Ja8k9vn6wrx5MGbM880zdSo0aqRuxSIiIiKSZKxbB/PnQ4sWZl/LZs3Mr2/diuvIwvn5Zx7Vb0GJhw05yFynd/PCg10YjMmWDY9vvoF9+6BuXRcG6kYVKsDevRQdNYobXl7MA6JX0NsA2mGrg9bnn5u/Ew4utBYRF1DySkTCmzZtGp9//jkAOXPmZPfu3SxcuJBWrVpRvnx5qlSpwhtvvMHGjRtZunQpPj4+BAYG0qFDB/bv329z3hMnTliTTR07doxyjIeHB61bt+bIkSNs27aNwYMHU7t2bV588UXq1KnDV199xQ8//IDFYiEkJIS+fftiq+iap6cnbdq0sT6nEF0lI/GQklfiGhYLDBkC330HyZLFfJ7166FSJa3BFxEREZEkYcWK/91/9Ah+/tlciZUpk9lqdto0iNPC74sXc79FZwoF1eIki53ezQcPDhNK2RdeMJNWr79ulgtPTHx8YORILPv20aV8eW4CLaI1gfF0j/VRbv3lF6hSBc6efe5IRcRJ167BjRv2xyh5JZJ0nD17lgEDBgBm3/lNmzZRunRpm+PbtGnD/PlmUeGgoCA6depkM5n0zTffYBgGmTJl4tVXX41yTKVKlVi2bBnFihWzecymTZvSooX5DuTff/+1mzDr0KGD9Xlt3LjR5jiRuKLklbhWy5bwxx9gp0mgQ0ePQvny8OefNodcunSJv//+O+bHEBERERGJY0FBsHp11NtCQmDTJli0yLxOLE5Mn86djr3JF1qZC/zo9G4ewH5CKVy5Mvz+u5mJS8xKlIC//sLniy/4IVky/iA6pQRDgYbAb1FuPXjQ/Gikjz4i7uFo1RUoeSWSlEyaNInHjx8DMHLkSAoUKOBwn7Zt29KwYUMADh8+zKpVq6Ict3z5csBMPnl5eT1XnK+88or1/r///mtzXJkyZcibNy8Ay5ZFLl8cHdu3b2f48OHUqFGDLFmy4OPjQ6pUqShWrBg9e/bk6NGjdvfv2rUrFouFPHnyAHDx4kX69+9PoUKFSJ48ORkzZqRBgwZ2SyECWCwWLBYLo0aNAmDjxo00adKErFmz4ufnR758+ejTpw8XLlywOce8efOs85w5c4bAwEAmTZpExYoVyZAhQ4T5wwQFBTF9+nReeeUVMmbMiI+PD1myZKFBgwYsWrSI0NDQSMf59ttvrcfp0aOHzXjOnTtHmjRpsFgsFCpUiAcPHtj9HiQmz/c/QcQZ5crBzp3QpIl5lWVM3LgBNWvCkiXw2mvWhw3DYMmSJfTp0wc/Pz8OHz5M+vTpYylwERERERH32bQJ7t61P6Z5c/fEEsm4cdwcMoH8lOYO9k8ahOeNhdMY5KhTB3780ewRlRR4esJ770HTplR9802ubtpECeAfp3YOAV4F/gRejrT12jV45RX4+mt4esG0iLiIo+SVxQJFi7onFpHY4uj3OkcOSJ06+vMeP26/P2PWrJAuBo0hT52CwEDb2zNmdM91MYZhsGDBAgCSJUvGm2++6fS+77zzDqufXqE0d+5cGjduHGH72bNnCXhadapixYrPHWtguG+Yh4f9tSsVKlQgICCAzZs3x/h48+bN4/XXX4/0+JMnTzh27BjHjh1j9uzZTJ48mV69ejmcb/fu3TRs2JBr165ZH3v06BFr165l7dq19OvXj0mTJjmc56OPPoqUZAoICGDatGksXLiQlStXUq1aNbtz3Lhxg+bNm9tdwXb27Fnq16/PsWPHIjx+9epVa8wzZ87k559/Jl24/wTt2rVj9erVLF68mFmzZtGgQQOaNm0aYY7Q0FA6d+7MnTt38PLyYvHixaRIKu+n0corcZccOcwVWM2axXyOoCBo29a8WhO4du0aLVu2pGPHjty+fZsrV67Qt2/f2IlXRERERMTNwpcMtMXtySvDgMGDuTTkC3KRhzv84fSumfHhPwxyvPaaWfMuCX3QtsqXDzZuxKt3bw4BeZ3e0QCqAGei3BoYCB07wvDhEMWFvCISSxyd5M+bF5Ind08sIrGlRAn7t19/jdm8Vavan/fbb2M2b9Om9uedPj1m80bXkSNHuPW0CWm1atVIHY0MX61atUj+9MVi27ZtkbZv3brVev+ll156zkhhy5Yt1vtFihSxO7Z8+fKAmdS5ePFijI4XHBxM2rRp6dKlC9988w1bt25l7969rFq1io8//pgMGTIQEhJCnz592LRpk925Hj58SKtWrbhz5w6DBw/mjz/+YMeOHUyePJmsTyt7ffnll3zxxRd251m9ejWjRo2icOHCfP311+zatYuNGzfSo0cPPDw8uHv3Lo0aNeKsg3rMb7zxBgcOHKBz586sXr2aPXv2sGLFCipUqADA/fv3qVmzpjVx1axZM3755Rd2797Nd999R/Xq1QHz596oUaNIvcWmT59uXW3WvXt3rly5EmH7hAkTrD/PUaNGxcrvR4JiSJJw/vx5A/MTkHH+/Pm4CyQkxDAGDTIM82NwzG7p0xs/TJ9uZMyY0fqcwt+WL18ed89PRERERCQGgoMNI3Nm+2+Dixd3c1AhIYbx9tvGWTIbPhSJ8r23rVtefI1AMIyuXQ3jyZNIUz95YhhXrxrGkSOGsWWLYfzwg2HMmmUYY8YYRv/+htG5s2GMH+/m5+tKISGG8cYbxiMwckTj+wjpDLhi9/firbcMIzQ0rp+gSOJUtar91+XGjeM6Qomv3HUe7sSJE8bRo0eNEydOOL2Po9NuMT2tliGD/XmnTo3ZvMWK2Z935MiYzRtdixYtsv5MhwwZEu39X375Zev+Fy9ejLCtZ8+eBmD4+PgYwcHBzxXn/v37DU9PTwMwijvx5nHLli3PfU71woULxoMHD2xuv337tlGqVCkDMKpUqRLlmC5duljj8Pb2NrZs2RJpzMWLF40cOXIYgJE8eXLj6tWrkcaEfx9VpkwZ4969e5HGLFiwwDqmZcuWkbbPnTs3wjxff/21zec2YMAA67jhw4dH2h4aGmp06NDBOmb69OmRxmzdutX6M6tXr54R+vSN3d69ew0fHx/r9+15fzdcLSavR45o5ZW4l4cHjB8P33wD3t7R3v0/oOPNm7zWqxfXr1+PckzPnj25evXqcwYqIiIiIuI+27eDo7ewbl119eQJdOrE46++4hWuEcRxp3ctiS+nCMS77zvs6fU1Q0d40bgxvPwyFCpklgzy9obMmc1eMdWrm5XB33oLhg6FL76ABQtgwwYXPj938/CAmTPx69CB40AWp3e8BZQCbtocMWsWPFMRR0RigWE4XnmlflciSceNGzes97Nkcf4veZjMmTNb79+8GfHvelj/pfTp0+Pp6RnDCM1ygd27d7eu7hkzZozDfTKFq7lorw+UPdmzZ7euLItK6tSp+fjjjwFzBdKzz/9ZPXr0iLKcX7Zs2Zg4cSJgrtCaP3++3XlmzZqFv79/pMc7depE/fr1Afjpp5+4fPmyzTlq1qxJt27dotwWGBjInDlzAChWrFikEoVg9uCaPn26tc3N1KlTI42pUqUKQ4YMAWDdunVMnTqVR48e0aFDB4KCgkiVKhULFy58rt+NhErJK4kbr79ufhqNZrHblcBiB2Nu3rzJ22+/jWEYMQ5PRERERMSd8uSBTz8128Xa8jwVuKPl8WNo2ZIbS5aQDTiN8++rK+PHfgI53WcS9f6ZRLnyHowdC6tWmQm6kyfhv/+cmyvcOaLEwdMT5s0jRcuWHAec79R7DXgBuG1zxMcfw8yZzxmfiERw9So8rRBmk5JXIknHvXv3rPdj0nMo/D53n2lyGnaBftq0aWMYnalPnz7s3r0bgC5dutCkSROH+4TvwWRroUB0PXjwgDNnznDkyBEOHz7M4cOH8Q63iOHAgQN294+qf1aY5s2bkyZNGgA2btxoc1zJkiUpW7asze1hCang4GC7/b462GkwumfPHm7fvg1A165dbSaXUqVKRevWrQE4evRolMmykSNHWks4Dho0iPbt21tLEU6bNs1aWjCpUfJK4k716rBjBxQu7PQunYAGToz76aefWLRoUYxDS2yCgoI4ePAgCxcuZMCAAbz66qvs2rUrrsMSERERkaeyZzdXHe3aBefOwZQpULOmme8AyJULypRxQyBPnkCLFpz55ReyYVY+cFYjkrERg9F1/qTE7H78+qvluUJJdMkrAC8vWLyY1I0bcxzwcnrHC0BZ4J7NEb16wc8/P3eEIvKUo1VXoOSVSFKSMmVK6/379+9He//w+6RKlSrCtrBeWs+TvBo7dqx1FVDZsmWZNm2aU/uFP6ajFVH23Lhxg6FDh1K4cGFSpkxJ3rx5KVGiBCVLlqRkyZI0bNgwwlhbfHx8KFWqlM3t3t7evPjiiwAcPnzY5jhHvaHCEkWO5rEXS/j9wnpg2RJ+e1TH8/LyYvHixaRIkYLHjx/z008/AdC2bVs6duxod+7EzPn3yiKuUKAA/P03tGoFv/3mcLgFmA2UwPEH6b59+/LKK6+QI0eOWAg0YTEMg//7v/9j//79HDhwgGPHjvHkyZMIY5o3b570mvwlAcHBcOUKXLjwv5vFAv36xXVkIiIi4qycOaFPH/N28yasXm3+jbc8Xy7IOcOG8d/atRQEgqOxW0f86EwVSmb6jlO/Ot/A3J4bN8yyXW553u7k4wPLl5OhaVN++fVXpy7OM50G3gKi7ngfGgo9esCrr4Kdyj0i4iRHySsPDyhSxD2xiEjcCyv7BnDlypVo7x++xUn4uQD8/PwAePToUYximzlzJkOHDgWgcOHCrF271unVYeGPmSxZshgdf8+ePdStW9fp5Je955kuXTq8vOynLMJKMN6yszw2fDlEe3M4msdeQjH8fuHni0r4UpO2jlegQAEGDx7Mhx9+CECGDBmYMWOG3XkTO628kriXNi2sXWt+0nJCNiByddDI7ty5wxtvvJEkywdaLBa+/PJLFi5cyMGDByMlrsDxEl1JOJYvhwoVzCu2fX3NE14vv2zmhN97DyZMiOsIRUREJKbSp4fOncFGqf3Y9csvMGECRYhe4qob6XlimUcdfuXUtdhJXIFZvfDhw+jvd/IkdOgA//wTa6HEPj8/WLGC+jVqsNzpnXICn9jcmiULrFunxJVIbHGUvMqXD2J4nldEEqDSpUtb7+/bty9a+4aEhHDw4EEAMmbMSLZs2SJsz5gxI2A/iWLLt99+S69evQDInTs3GzdutM7njPDHjM5+YYKCgmjdujU3b97E29ub/v37s2XLFi5fvszjx48xDAPDMPj333+t+9g7V2tx4qolZ871OjOPM5ztM+XoeM7EfP/+febOnWv9+ubNm+zdu9ep4ydWSl5J/ODtDTNmwPjxTg1vB7zmxLhff/2V2bNnP1doCVX4P6pRUfIq8bh3D3buhEuXzCtun3Xlinm1toiIiIhNAQHQpQvNMDssOase1fmO0ywz2rgkrJiUDvz4Y1iyBIoVgy5d4NSp2I8rViRPDitX0qpSJYcJrPzAMrLgS/YotxcubBa0eOGF2A5SJOlylLxSyUCRpKVEiRLW/lB//PEHd+7ccXrfjRs38vDpFTlVqlSJtD0safSfs41Bn/rll1/o3LkzoaGhZM2ald9++y3aFajCHzMmyatNmzZx+vRpwOzNNHHiRKpVq0aWLFnw9fWN8jj23Lx5k5CQELtjrl0z362G79f1rPAr3RxttzePPeH3c7Qaz5nj9e3b1/q9TJkyJYZh0KVLl2j/XiQmSl5J/GGxwKBBZrF2R0OBGYAzL6n9+/e3/sdPSuzVZAU4dOiQwz8GkjA4el8SEmI2GxYRERGJUmAgtGrFgtu3iU7LpJwMYx2buUcqx4NjKLrJq2PHYPFi835oKCxYYJb1euMNMz8X7/j7w5o1tCpXjnk2hhQBtgCt2cViOmAh4tVKFTP9y7atBkm0j7eISxiGkleSeB0+bP9Wp07M5t261f687drFbN6ff7Y/rxOnEWOFxWKhU6dOgFn2LjoXy0+ZMsV6v2vXrpG2lyxZEjCrSIUlZhz57bffaN26NcHBwaRPn54NGzaQP39+p2MKc+LEiUhxRMeRcC+Wbdu2tTlu9+7dTs0XFBRk94L74OBg9u/fD5gJRVt27dpl9zjht9ubx57w++3YscPu2J07d9o93g8//MC8efMA83dk+XLz0qYLFy7w9ttvxyi+xEDJK4l/Jk2CGjUcDssIzHRiugcPHvD6668TGtWSlETM0cqrhw8fJsmkXmLkzEU1Fy64Pg4RERFJoPr35/KePXSN1k4LOW+nhF1M+PmZ5Y9ffNHs29SuXfRL4H30kXnSObyQEPjmGyhUCN5+Gy5ejL2YY0Xq1LB+PV1KlYpUHr0ksBms661e40cm8451eyNW8tu1kmSY8IF7YhVJIi5fhtu37Y9R8koSquLF7d9Sx7ACcJEi9ueN4eIWChSwP6+D1kaxql+/ftbVRB999BGnnFjevXTpUlavXg1AsWLFaNSoUaQxVatWtd53lHQB+Ouvv2jatCmBgYGkSpWK9evXUzyGL0phx0uWLBlly5aN9v7B4Ur9PLRR7zk0NJRZs2Y5Pef8+fNtbluxYoV1JVLt2rVtjjt06JDd8o7ffPMNYJYFrOHEeeiolC1bljRp0gBmzLYWCdy7d8+ajCpWrBhZs2aNsP3SpUu89dZbAOTLl4/JkydTr149+vTpA8Dy5ctZuHBhjGJM6JS8kvjH2xu++w5nLh1sDnR0Yso//viDyZMnP29kCYqj5BWodGBioeSViIiIxNjSpTB9OlUB5zvFzsa5d+ERtW4NI0bA5MlmWb/162HPHjh7Fh48gEeP4Nw52LsXfv3VHFO0qPPzHzpk9gK1JTgYZs4EJy9odq906WDjRnoXLcpXQC6gDPA78Gz77z5MYzBjeZNZrKA5T3hkNjn96Sd3Ry2SaDladQVKXokkRXnz5uWzzz4DzP5EtWrVsntubfny5XTp0gUAHx8fFi5ciIdH5NPx5cuXtybFwq/Qicr+/ftp2LAhDx48IEWKFKxZsyZGSacwYcerUKECPj4+0d6/YMGC1vu2kk5DhgyJVu+mGTNmsG3btkiPX7lyhQEDBgCQPHly6/fWlrfeeosHDx5EenzJkiWsWbMGgGbNmkVKJjnL19eX7t27A+YKtI8++ijSGMMw6NOnDzeelhMIS0iF3961a1du3bqFp6cnixYtImXKlAB89tlnFCtWzLrf2bNno4xj1KhRWCwWLBaLdfVWYuEV1wGIRClDBrNh9Msvm59k7ZgMbAIuOZhyyJAh1K9fn8KFC8dWlPFa/vz5SZ48uc2rHsBMXrVs2dKNUYkrpEplVpy5f9/2GCWvREREJJLjx6F7d94G/nU4OMw0oHu0DlOqFHz1lfnW3pVGjYq86upZLVqYK7vipYwZ4bff6FGtGvVPnSIVkMbG0DEMBeAnzJ/GHKB59+5Qvjw80wReRKLPUfLKw8PsNSciSc8777zD6dOn+fLLLzl37hzlypWjXbt2NGnShNy5c/PkyROOHz/OkiVL+O233wAzcbVgwQLKlCkT5Zy+vr7UqlWLNWvW8Ntvv0WZBAH4999/qVu3LrefLg395JNPSJ06NYcPH7YZb6ZMmchkY3navXv3rCuvGjZs6Oy3IIK6deuSKVMmrl27xrBhwzh79ixNmjQhQ4YMnDp1itmzZ/Pbb79RuXJl/vzzT4fzZcyYkeTJk/Pqq6/y3nvv0aBBA3x9fdm5cydjxozh0iXzDPDo0aNtPi+AcuXKsXv3bsqVK8cHH3xAyZIluXPnDt9//z0zZ5q1vFKmTMnnn38eo+cdZsSIEfz444+cPn2a0aNHc/jwYbp160a2bNkICAhg6tSpbN68GYCXX37ZusIqzKRJk9iwYQMAQ4cO5eVwb5iTJUvGokWLqFixInfv3qVTp05s3rw5ygRoomVIknD+/HkD82JK4/z583EdjvN+/NEwzM+gdm9rnz43R7cKFSoYwcHBcf2s3KZChQqRvgdp06Y1atSoYbzzzjvGhg0b4jpEiSWFC9v/bzJgQFxHKCIiIvHK/fuGUby4MYUcTr2PNm+1nHlrbr35+xvGF18YxpMnrn86e/c6F9PBg66P5bmdO2cYefLYfSL3wOge7meTDowLYBivvmoYISFx/QxEErzu3e2/lhQqFNcRSnznrvNwJ06cMI4ePWqcOHHCZceQqM2YMcNIly6dw/dPRYoUMTZv3uxwvm+//dYADIvFYgQEBEQ5Zu7cudF432beRo4cafOY8+bNMwDD09PTuHDhQgy/E4axbt06w8/Pz2YMNWrUMA4fPmz9eu7cuZHm6NKliwEYuXPnNnbt2mVkyJDB5nzvvPOOzVjCP++RI0fanCNVqlQ2fy7hv8+2fhbhBQQEGEWKFLH7c6hcubJx8+bNCPsdPHjQ8PX1NQCjfPnyxhMbb5rHjRtnnWfMmDGRtod/nlF9b93FFa9HSShNJwlS8+Zm4XoH6gFvOjHdjh07+Prrr587rISifv36tGrVik8++YSVK1dy7tw5bt68ye+//86XX35ptzasJCyOSgdq5ZWIiIhYGQb06sWOI3fpi7M19NIAG50+RMuWcOwYvPceeLmh3sfTC5vtat0aYtCH3P1y5oRNmyB79ig378IsKTgn3GO3gC5A6IYN8OWXro9RJJFztPJKJQNF5O233+bff/9lypQp1KtXj5w5c+Ln54e/vz/58+enbdu2fPvttxw6dIjq1as7nK9FixZkyZIFwzD49ttv3fAMzPJ5AE2aNCG7jfcdzqhbty67d++mY8eOZMuWDW9vbzJmzEj16tWZNWsWv/32GylSpHB6vnLlyrF3717eeecd8ufPj5+fH+nTp6devXqsWbOGL518rzNq1CjWrVtHw4YNyZw5Mz4+PuTJk4devXpx5MgRp34uzsiTJw8HDhxg6tSpVK9enfTp0+Pt7U3mzJmpV68eCxcu5I8//iBduMZvgYGBdOjQgcDAQFKkSMGiRYvwsvGmeeDAgdZYR44cyZ49e2Il7oTAYhiOCitIYnDhwgVy5swJwPnz58nhTJOc+CI01Pyk+cMPdofdA0oBZxxMlzFjRk6ePEnqmHagFImHunYFO/0sqVIFtm51WzgiIiISn339NY+79yQ1mQjiohM7WDCLdGdxODJfPpg6FerXf94go+/AAbN0YFStnywW82R0dHpoxbkTJ6BaNbh6FYAQ4DNgBBBsY5fPgfd9fGDnTnCiB66IRGYYkCYN3L1re8zw4TB6tNtCkgTIXefhTp48SXBwMF5eXhF6D0nCNG7cOIYMGULBggU5fvy4S8vDnT17lvz58xMSEsK2bduoXLmyy47ljK5duzJ//nxy587NmTNnYjyPxWIBzCTPqFGjYic4cYorXo+08kriPw8P86y8gw9fKYFvnJju+vXrjBkzJlZCE4kvHL0PvujMeSkRERFJ/A4cgD59qEcLJxNXACtwlLjy9jZP5h4+HDeJKzA/LqxYAbt3w7NtG9q3T2CJK4BChcwlZRkyANACGIrtxBXAEGBPUJD5hB89inLM6dOwf38sxyqSiFy8aD9xBVp5JSKu0adPH+tF98uWLXPpscaMGUNISAh16tSJ88SViC1KXknCkCIF/Pyz9YObLa8A7zgx3aRJkzh9+nSshCYSHziTvAoNdU8sIiIi4tj//R8sWAC3brnxoHfuQMuWjHtchS2scHKnwUBTuyNq1oRDh8xVCMmSPXeUz61sWVi1CrZvh7p1wdMTRoyI66hiqHhx2LABUqWitRPDn2B+Jrp+9CgMHBhp+969UKkS1KtnJrFEJDJHJQNBySsRcQ1/f38+eto+ZfTo0YS66ETOhQsXmDdvHh4eHnz22WcuOYZIbFDyShKO3LnN0oEOiuaPBXI6mCooKIhBgwbFWmgicc1R8iooCG7ccE8sIiIiYl9gIIwcCV26QKZMUKuWWWrPpT0qDQO6d2fPqRCGcgoIcmKnspjvrqOWOTMsXgwbN0LhwrEVaOypUAHWrYPjx81FTAnWCy/AjBl0ANo7MfweUBFg2jQzi/fUhg1QvbpZhfDqVTOBdf26SyIWSdAcJa88PRP4a4qIxGtvvfUWY8aMoXXr1ly6dMklxzh37hxDhgxh7ty5lFaZYYnHlLyShKVaNfOTvR3JgfFOTPXDDz/wxx9/xEpYInHNmfLZLj0hJiIiIk77/Xe4d8+8HxICmzZB376QMye89BKMGWNtcxR7pkzh4fcrqUUeDIddYsEsyh31e2WLBXr3NpNC7dubX8dnBQrEdQSxoH176NCBaUBuJ4afBgYBdOsGV6+yaBE0aAD37/9vzMmT0KgRPHjgkohFEixHyauCBcHX1z2xiEjS4+npyZAhQxg1apTLeqVVqlSJUaNG0blzZ5fMLxJblLyShKdHD+jVy+6Qtjy92tCB9957z2VLcEXcSckrERGRhGOFnYp9u3fDsGGO+61Ey44dMGAAtWjMHX53Ygdf4DfMy8IiKlsWdu40rydLkyYWYxTHpk0jTZ48LMS5D/ITgH3XrzOh+io6dYLgKJpl7dwJrVvDkyexHKtIAuYoeaWSgSIiIu6h5JUkTJMmQY0aNjdbgP9zYpq9e/eyYMGCWApKJO6kT+/46j8lr0REROJeSIjZytWe4sXNK/tjxc2b0KoVo55UZzs/ObGDBfgFeCnSlpYtzTxYuXKxFFs8FxgY1xE8I3VqWLSIqh4eVHVylwr4MuifLnbHrFkD7733/OGJJAaGAUeP2h+j5JWISOybN28ehmFw5syZ55rHMAwMw2DUqFGxEpfELSWvJGHy9obvvoM8eWwOqQh0cGKqIUOGcD98/QyRBMhigezZ7Y9R8kpERCTubd/uuCRgs2axdLDQUOjcmTXnPfmIv4Eolt5E8iFQJ9KjNWvCokVmr5ekYNMmyJ8f9uyJ60ieUbkyDB/Ox04Of0Ig0MThuGnTYPny54pMJFE4f/5/ZV1tUfJKRETEPZS8koQrQwbzstUUKWwOGQskczDNlStXGDduXKyGJhIXHJUOVPJKREQk7v30k+MxzZvH0sHGj+fumt9owm3AmcZGtYARkR4tU8YsdZhUerwsXAj16sHFi2ZPqOe8ADj2ffgh1SpWpKPTO6wFvnM46s034d9/nyMukUTg+HHHY5S8EhERcQ8lryRhK1XK/HRpQ05goBPTTJw4kbNnz8ZaWCJxwVHy6uJF98QhIiIiUTMM+/2uAHLlMpNFz23zZhg+nCLkJYTbTuyQFVgMRFxaVaAArF0LqVLFQkzxnGHA6NHQufP/ekBduQINGsB//8VtbBF4ecGiRXyTIgUZnNzFm/7AY7tj7t6FNm3iYblEETeqUwdu3IAtW2D6dOjd2+xYkCmTud3LKxbLuoqIiIhdSl5Jwte8OXz0kc3Ng4BsDqZ4/PgxH3/sbPENkfhJK69ERETit5AQ6NcPXnnFdvm9Zs3McsDP5coVaNuWNqEvchknlhHgCSwDMkd4NEsW+PXX/520TcyePIHu3WFE5IVnHDsGLVrEs6RO/vx4T5/OH5hdyhx5wgX86e1w3J49MGjQc0cnkqClTw/VqkHPnjB1Kvz+u1nu9do1+PNP8PGJ6whFRESSBiWvJHEYPhxeey3KTSkwywfa4unpSd++ffnss89cElpCcOvWLW7duhXXYchzciZ5ZRjuiUVEREQi8/KCvn3NfkpXr8K8edC0Kfj5/W/Mc5cMDA6Gdu346qovy3G2YdMYoGqER1KlgnXrIG/e54wnAbh71ywP+M03tsds3mwmt+LVe6lOnSjapg22L+OL6D7fkIwfHY6bPNnxCkGRpChjRihfPq6jEBERSTqUvJLEwcPD/PRfqlSUmzsC5aJ4vAFwqG9fJk+eTPr06V0YYPxx69YtNm7cyPjx42nVqhX58uUjffr0zJo1K65Dk+fkKHn18CHcvu2WUERERMSB9OmhSxezB9aNG/Djj/DWW1ClynNOPGoUVzZvpyfOLrnOBgyI8IivL6xcCaVLP2csCcScOeYKM0cWLYp6ZVacsVhgxgyG58hBUSd38aEDcM3huG7d4mGvLxERERFJUpS8ksTD3x9+/jnKgvwewKRwXxcD1gGrgaIzZsCpU24JMS4NHDjQmqh69dVXGTx4MN9//z0BAQEA7Nnj7JW5El85Sl6BSgeKiIjERylSmCuuZs40V2fF2J9/wpgxlCArEOrEDp7AVsJ/LPTwgKVLzZJZScW770KrVs6N/eQTM9kVb6RNi2XRIn4Hyjox/A6PyUVtwP4Sstu3oW1bCAqKhRhFRERERGJAyStJXPLkgXHjotxUGegJTAMOAHXDNgQGwttvx7MaILHv6tWr1kRVVJS8SviUvBIREUnCgoOhZ08+N17mJmec3GkOkC/CIzNnmn23khIPD1iwACpVcm7822/D+vWujSlaqlcn85Ah/IVzCaxzHCI7wx2O27EDhg597uhERERERGJEyStJfHr0sPnJczrQC4h0Qetvv8HChS4OLG6VLWv/o2xAQAA3b950UzTiCpky2W7+HkbJKxERkURq+nQeHPqHYdzB0aoaUyuga4RHPvnE7OuUFPn5mUUcChZ0PDYkBFq2hAMHXB+X00aNwqdcORYDyZ0YfoOxJGO3w3ETJ8KqVc8dnYiIiIhItCl5JYmPhwfMmgXe3tHbr39/uH7dNTHFA46SVwB79+51QyTiKp6ekC2b/TFKXomIiCRCV67Ahx/ShloEccSJHdICSyM80revVtlkyABr1pj/OnL/PjRsaPYrixd8fGDJEgonTx6hXLotgRhkog4Q6HBsly5w/vzzBigiIiIiEj1KXkniVLw4fPBB9Pa5eRPef9818cQDL7zwAhaLxe4YlQ5M+ByVDrx40T1xiIiIiBt98AG776ZmNX87ucN2wn8UbNcOJk0CB28Vk4QCBeCXX8yVWI5cvAhDhrg+JqcVLAiTJ9MdaO7E8LP8RwmaOhx365b5O/LkyXNHKCIiIiLiNCWvJPEaNsy5uh/hLVwIGza4Jp445u/vT9GiRe2OUfIq4XOUvNLKKxERkURm2zZYsIDXKAzcdjDYkxFkoWqyu9ZH6tSBefPM4gVievllWLzYuWTeN9/A0aOuj8lp3bphadGC2YCDBfkAHGY9uZjjcNyff8KIEc8dnYiIiIiI0/QRRRIvPz+z43R0vf02PHwY+/HEA45KB+7bt89NkYirKHklIiKShAQHQ+/e/B8VOcdGh8PrUoaPvG+y/o9kNG0KL70EP/xgVpyTiFq0MPs9ORIaCoMHuz4ep1ksMGsW6bNlY76TuzyiJ344rgs4bhysX/984YmIiIiIOEvJK0ncXnkFXn89evucPg2jR7smnjgWPnllsVgoWrQoHTt2ZNKkSWzdupX9+/fHXXASK5S8EhERSUKmT+fhwWMM4Z7Dod5kYzl74P33SVauON9/D7/+Cv7+bogzgXr3XbMXmCMrV8LWrS4Px3np08OCBdQGnCmKfp1gfCns1NSdOsGlS88VnYiIiNhx8uRJfH198fX15dy5cy45xvLly7FYLBQqVIigoCCXHEMkNih5JYnfhAmQMWP09zl40DXxxKG6detaE1V3797l6NGjLFy4kH79+lGlShX8dfYiwXOUvLpzB+45Pr8lIiIi8d3Vq/Dhh7SjFoEccTj8I1KRKmd2GD4cAC8vSJPGxTEmcBYL/N//Qa1ajscOHAiG4fqYnFarFgwYwKdAaSeG3+ERpWnlcNz169C+vbnoTySx+O8/OHLEXEkpIhIdd+7cYdq0aTRo0IA8efKQPHlyUqdOTaFChejQoQPLli0jJCQkWnO+//77BAUF8frrr5MrVy6n93v48CH58uXDYrFgsVjIkyePzbEtW7akWLFinDx5kilTpkQrPhF3UvJKEr/06c0O1NEREgJvvgkhIZw/f56VK1e6JDR3K1KkiBJViZyj5BWYzcVFREQkgfvgA/bdTckv7HA4NDulGcxx+OILSJHCDcElHp6eZgLLUf+rHTvMEozxyief4PviiywB/JwYfpbvKcQhh+O2bIGPP37u6ETijZUroUQJ85rXJk3gs8/g779BixFExJ45c+aQP39++vTpw9q1azl79iyPHj3i7t27nDx5kiVLltC2bVtKlSrFtm3bnJpz+/btrFy5Em9vb4YOHRqteEaMGEFAQIBTYz08PBg2bBgAY8eO5Z6ucpZ4SskrSRratYO6daO1y4OdOxnZqBGFCxemffv2XL582UXBicSe7Nkdj1HpQBEREffYuROmTIHzjtsJRc+ff8L8+bSgCPCfg8E+fMcFLLVrw2uvxXIgSUPJktC1q+NxQ4bAkycuD8d5vr6weDHFkiXDifZd3AaaUAc/Hjkc+8kn8NtvzxugSPwQdk751i0zkfXBB1CpEqRODTVqmP3eRETCGzhwIG+++SY3b97Ey8uLjh07snz5cnbs2MHWrVuZM2cOtZ4u3T569Ci1a9fm+++/dzjv6KdtTFq1ahWtVVf79u1j0qRJ+Pn5kTJlSqf2adOmDdmzZ+fmzZt89dVXTh9LxJ2UvJKkwWKBGTMgWTKHQ0OBhUAh4ON163j06BH3799n+NMSKyLxWdasjq8MVvJKRETEPb7+Gt55B3LlgpdegjFj4Nix55w0OBh692YrXpzBcfagDi/wsvddM4vm6E2C2PTxx+DnYPnSqVMwa5Z74nFa0aLwxRe8AaR1Yvg0rjCGHg7HGQZ06ABXrjx3hCJxzlbPusePzZWGmza5Nx4Rid+mTZvG559/DkDOnDnZvXs3CxcupFWrVpQvX54qVarwxhtvsHHjRpYuXYqPjw+BgYF06NDBbq/5EydOsHbtWgA6duzodDwhISG8+eabhISEMHToUNKlS+fUfp6enrRp08b6nKJb3lDEHZS8kqQjb1746CO7Q/4EKgCdgWf7EM+dO5d9+/a5KDiR2OHjA5kz2x+jsoEiIiKuFxICP//8v69374Zhw6BYMShSxFylE6MWqzNmEHjgAE1w3HTIm2x8x27o3988qMRYjhzQr5/jcR99FA/7i/bogW/jxtRwYugj4BgLaWtZ6nDs1avQsaP5uy6SUF2/DseP2x9Ttap7YhGR+O/s2bMMGDAAAH9/fzZt2kTp0ra7S7Zp04b58+cDEBQURKdOnTBsNMn85ptvMAyDTJky8eqrrzod05dffsmePXsoXLgwH3zwQTSeDXTo0AEwn9fGjRujta+IOyh5JUnLe+/BCy9EuWkYUAXYbWNXwzB47733bP6REYkvHPW90sorERER19uxwzy5H5V//jHLUH33XTQnvXoVPvyQqpgl3hwZSWpS5cgGqiAQKwYPBkcXM1+/DhMmuCcep1ksMHUq3/j64uvE8DlAf+MNCiR3fMVT3rzxrFSiSDT9+afjMVWquD4OEUkYJk2axOPHjwEYOXIkBQoUcLhP27ZtadiwIQCHDx9m1apVUY5bvnw5AE2bNsXLy8upeM6ePcuIESMAmDFjBj4+Pk7tF6ZMmTLkzZsXgGXLlkVr32dt376d4cOHU6NGDbJkyYKPjw+pUqWiWLFi9OzZk6NHj9rdv2vXrlgsFvLkyQPAxYsX6d+/P4UKFSJ58uRkzJiRBg0aWFen2WKxWLBYLIwaNQqAjRs30qRJE7JmzYqfnx/58uWjT58+XLBzcmzevHnWec6cOUNgYCCTJk2iYsWKZMiQIcL8YYKCgpg+fTqvvPIKGTNmxMfHhyxZstCgQQMWLVpEaGhopON8++231uP06GF75fu5c+dIkyYNFouFQoUK8eDBA7vfg8TEuf8JIomFl5dZy6NiRXjmRaMGMMbB7lu2bOGnn36iefPmropQ5LnlyGFe3W2LklciIiKut2KF4zHRfks5eDDb79xhlxNDs1KaoRyAL5aDv380DyRRSZPGzAP2729/3MSJ0LOnWc453siVizSDBjFm9GjedzDUAEbykOUPG1HRaw9BwZGvefX3h5kzoX17l0Qr4jZh/a5s8fKCChXcE4uIuxw5EtcRxL4cOcw+da5kGAYLFiwAIFmyZLz55ptO7/vOO++wevVqwKzs1Lhx4wjbz549S0BAAAAVK1Z0et5evXrx4MEDOnXqxCuvvOL0fuFVqFCBgIAANm/eHKP9wUz2vP7665Eef/LkCceOHePYsWPMnj2byZMn06tXL4fz7d69m4YNG3Lt2jXrY48ePWLt2rWsXbuWfv36MWnSJIfzfPTRR5GSTAEBAUybNo2FCxeycuVKqlWrZneOGzdu0Lx5c7slH8+ePUv9+vU59kx98KtXr1pjnjlzJj///HOEso7t2rVj9erVLF68mFmzZtGgQQOaNm0aYY7Q0FA6d+7MnTt38PLyYvHixaRIkcLhc08slLySpOell8zmA8+8yL0KNARWO9h9wIABNGzYMNpXM4i4i1ZeiYiIxC3DcJy8ypULXnwxGpP+9RfMm0c9J4Z64cF3XMJSuza0bBmNg4gjvXrB5Mlw5oztMQ8fwqhRZnInXhk0iL5z5vD55ctcdjB0LfAO+/ki/af0ufphhG2lS8Py5VCokMsiFXEbW/2uwpQtC8mTuycWEXcpUSKuI4h9y5dDq1auPcaRI0e4desWANWqVSN1NLJltWrVInny5Dx8+JBtUWTNt4Z7MXrppZecmnPp0qWsWbOGtGnTWntwxUT58uVZunQpAQEBXLx4kezZs0d7juDgYNKmTUuTJk2oXr06BQsWJEWKFFy6dIm9e/cyefJkbty4QZ8+fShSpAg1a9a0OdfDhw9p1aoVd+7cYfDgwTRo0ABfX1927NjB2LFjuXz5Ml9++SW5cuWiv50rilavXs3u3bspXLgwgwYNolSpUty5c4fvvvuO2bNnc/fuXRo1asShQ4fInTu3zXneeOMNDh06ROfOnWnTpg1ZsmTh3Llz+Pqa69nv379PzZo1OX36NADNmjWjW7duZMuWjYCAAKZOncqWLVvYtm0bjRo1YuvWrXh6elrnnz59On/++Sdnzpyhe/fuVKhQgSxZsli3T5gwgS1btgAwatQop38/Eg1DkoTz588bmBfRGefPn4/rcOLevXuGkTOnYZjnFqy3Y2B4Pf0+2bvNnj07rp+BiE3jxkX61Y5wy5AhriMUERFJ3A4etP+3GAzjnXeiMeGTJ4bxwgvGMCfepwKGD7WNHz1bGsaxYy57jknZ4sWOf76enoZx9GhcRxqF+fONn5z8PSoKRiAYLV84aX1ePXsaxqNHcf0kRGLH/fuG4eVl///ygAFxHaUkVO46D3fixAnj6NGjxokTJ5zex9HfsIR4W77cZd9iq0WLFll/pkOGDIn2/i+//LJ1/4sXL0bY1rNnT/M9nI+PERwc7HCuW7duGZkzZzYAY+bMmRG25c6d2wCM3LlzOxXXli1brHEtj+E38sKFC8aDBw9sbr99+7ZRqlQpAzCqVKkS5ZguXbpY4/D29ja2bNkSaczFixeNHDlyGICRPHly4+rVq5HGhH8vU6ZMGePevXuRxixYsMA6pmXLlpG2z507N8I8X3/9tc3nNmDAAOu44cOHR9oeGhpqdOjQwTpm+vTpkcZs3brV8PT0NACjXr16RmhoqGEYhrF3717Dx8fH+n1z5ncjLsXk9cgR9bySpMnfH6ZNi/RwEcDx4lUYM2YMT1TcXeIpRyuvbtyApyWaRURExAVivWTgV1/xaP9+xjo5PIjFtAj5jsV7ikTjIOKstm2hTBn7Y0JCYMgQ98QTLR070qRsWco6MfQYMAuYfeZVXigZzLJlMH06+Pm5OEYRN9mxA4KD7Y9RvysRCXPjxg3r/fArY5yVOXNm6/2bN29G2BbWfyl9+vQRVuXYMnDgQK5evcrLL78crfKFUcmUKVOkOKIre/bsJLezTDV16tR8/PHHAGzbti3S839Wjx49oiznly1bNiZOnAiYK7Tmz59vd55Zs2bhH0X57E6dOlG/fn0AfvrpJy5ftr0mvWbNmnTr1i3KbYGBgcyZMweAYsWKRSpRCGYPrunTp5M+fXoApk6dGmlMlSpVGPL0jeO6deuYOnUqjx49okOHDgQFBZEqVSoWLlzo1O9GYqPklSRdjRtHuaZ4JJDWwa4BAQEsWbLEJWGJPC9nVnhfdNx/W0RERGKobFlo2tT2Sf706aNxQvTaNRg+nOpA5DbPUWkOZKJwwVBatHDyGBItHh7w2WeOx/38s+N+Om7n4YHlyy9ZgPmb4shIIPT2GfbUGEDr1i6OTcTNnPn/Wbmy6+MQkYTh3r171vsx6TkUfp+7d+9G2Hb9+nUA0qZ1dEYS/vjjD7755hu8vLz46quvsFgs0Y4lvPA9mMLieF4PHjzgzJkzHDlyhMOHD3P48GG8vb2t2w8cOGB3/6j6Z4Vp3rw5adKkAWDjxo02x5UsWZKyZW1frhOWkAoODrbb76tDhw42t+3Zs4fbt28D0LVrV5vJpVSpUtH66Rupo0ePRpksGzlyJOXLlwdg0KBBtG/f3tpDa9q0aeTJk8dmHImZkleStH35ZaSOjukwP6Q58umnnxISEuKSsESeh6OVV6C+VyIiIq7UsCH89JO52vmHH6BTJ3j6GRuAJk3Ay9nuw4MHc+LOHXY5Ndgb+A6LxeDruR4kSxbNwMVptWpBPScakA0caBY0ilcqV6ZYmzbMAFI6GHoL+BjwmD4VnmlCLpLQOep3VbQoZMjgnlhEJP5LmfJ/fzXv378f7f3D75MqVaoI28J6aTlKXgUGBvLWW29hGAb9+vWjVKlS0Y7jWeGP6WhFlD03btxg6NChFC5cmJQpU5I3b15KlChByZIlKVmyJA0bNoww1hYfHx+7z8vb25sXnzaOPXz4sM1xjnpDhSWKHM1jL5bw+1WoUMHu8cJvj+p4Xl5eLF68mBQpUvD48WN++uknANq2bUvHjh3tzp2YKXklSVvWrFFeNtkDyOpg15MnT7Js2TKXhBVXQkNDOXnyJEuXLmXhwoVxHY7EkFZeiYiIxA8pUkCLFrBggbmAasMG6NUL2rd3coK//4a5c/nE6SPOAjzp01urBdxh/HhwdLHz9u3OlZF0u/HjyezryzAnhk4DjoaEwIABro5KxG2Cg82XWHuqVnVPLCKSMISVfQO4cuVKtPe/evVqlHMB+D1drv/o0SO7c3z66af8888/5MyZM8oSdTER/pjJYnjl0549eyhSpAhjx47lxIkTGA6u3LH3PNOlS4eXg6u8wkowhiX9ohK+HKK9ORzNYy+hGH6/8PNFJXypSVvHK1CgAIMHD7Z+nSFDBmbMmGF33sTO2ev9RBKv7t3NMwp//ml9yA8YCPR3sOsnn3xC27Zt8fBIeHng0NBQTp06xZ49e6y3vXv3Wpcu58uXj06dOsVxlBITyZKZ5YjsXTCjlVciIiLu5e0NtWubN6eEhECvXuwCFjm1Qw6gK3myBzFmrE9Mw5RoKFUKOncGB+0WGDzYrFgerlpO3MudGwYM4N1PP2UWcNrO0GCgFnB5zRpYt865JWci8dz+/fDggf0x6nclIuGVLl3aen/fvn3R2jckJISDBw8CkDFjRrJlyxZhe8aMGQH7SRSA8ePHA1C7dm1WrVoV5ZgHT1/cHjx4wNKlSwEzkVOzZs0ox4c/Zlgc0REUFETr1q25efMm3t7e9O3bl6ZNm1KoUCHSpk2Lr68vAKdPnyZ//vwAdpNbzpRBdJQcc3YeZzjbZ8rR8ZyJ+f79+8ydO9f69c2bN9m7d6/Nn11SoOSViIcHzJoFL7wAT55YH+4BjAOu2dn12LFj/PDDD7SKondWfDd16lT69etnc/vp06f577//nKq3K/FPjhxKXomIiCRoX33F4/2H6IEnBs6Uqjabt8ye50MUfanFRT7+GJYuhcBA22NOnoQ5c6BnT/fF5ZTBg/H9+msmXLnCaw6GXgE+Awb1729mYJ2ueykSPznT70orr0QkvBIlSpAuXTpu3brFH3/8wZ07d0j9TCsSWzZu3MjDhw8BqBJFZjwsafTff//ZnScoKAiAuXPnRkhyROXGjRu0a9cOgOrVq9tMgIQ/ZkySV5s2beL0afMymGnTpvHmm286PI49N2/eJCQkxG7S6No182xt+H5dzwq/0s3Rdnvz2BN+vytXrlCoUKHnOl7fvn2t38uUKVNy7949unTpwsGDB5Ps+Vm94xQBKFYMhgwxP30+lRx4H/jAwa6jR4/mtddeS3Crr8Lqw9qzd+9eatWq5YZoJLblyAH2+l8qeSUiIhKPXbsGw4fTiRrs4zeHwyuRn6OW1LzW6Qm1a8en5T2JX65c0K9flJXIIxg1Cjp2hJSOmky5k78/jB1L89dfpzqwxcHwEUC/Y8fwnTkTevd2Q4AiruOo31X27OYCRZHEyE57nwTLmd7fz8tisdCpUye+/PJLHj16xOzZsxngZEndKVOmWO937do10vaSJUuydOlS7ty5w7Vr1xyWvItNJ06ciBBHdB05csR6v23btjbH7d6926n5goKCOHDgAGXKlIlye3BwMPv37wfMhKItu3bZ7xgbfru9eewJv9+OHTuoVq2azbE7d+60e7wffviBefPmAebvSJs2bahfvz4XLlzg7bffTnSta5yl5JVImCFDYNky+Ocf60O9MK8wtNeu8NChQ/zyyy80a9bMxQHGrhdffBGLxWJ32eqePXuUvEqgHL1xU/JKREQkHhs8mCO3ffievQ6HVgK28i9XZ/xBsjZNXB+bRDJ4MMyeDfYuKL52DSZONJNY8UrnzlimTOH/9u4l6lNE/xMIdAMWjxhhNm5zcAVwUBBMmADdupmthkXiC8NwvPKqalXHPe1EEqrixeM6goSrX79+fPXVVwQGBvLRRx/RrFkzChQoYHefpUuXsnr1agCKFStGo0aNIo2pGm6p565du2jYsGGUczlTei5PnjycPXuW3Llzc+bMGYfjw5I4yZIlo2zZsg7HPys4ONh6/+HDh6SM4kqd0NBQZs2a5fSc8+fPt5m8WrFihXUVV2079bgPHTrEvn37bF68/8033wBmWcAaNWo4HVt4ZcuWJU2aNNy+fZv58+fTv3//KFeM3bt3j+XLlwPm70DWZ94YXbp0ibfeegsw27hMnjyZlClT0qdPH6ZOncry5ctp1KhRkmzvkrCWioi4kp8fzJwZ4SF/4D0ndv3444+d+gMSn/j7+1O4cGG7Y/bs2eOmaCS2KXklIiKSQP39N8ydyyg+AlrYHeoNzAU8atYk61uNSZPGDfFJJGnTwrBhjsd9/jnEoL+7a3l4wKRJvAjYP/Vm+hY4e+tWhIoVUdm/H8qXh+HDoUcPM1kgEl+cPGkmlO1RvysRiUrevHn57Oly6/v371OrVi0O2Cl7s3z5crp06QKAj48PCxcujLJyU/ny5a29ocKv0HGHsONVqFABH5/o900tWLCg9f58G41AhwwZwt69ji/KCjNjxgy2RXGVwZUrV6yr3ZInT2793try1ltvWXuAhbdkyRLWrFkDQLNmzSIlk5zl6+tL9+7dAXMF2kcffRRpjGEY9OnThxs3bgDQp0+fSNu7du3KrVu38PT0ZNGiRdYE4GeffUaxYsWs+509ezbKOEaNGoXFYsFisVhXbyUWSl6JhFe9unlpYDh9gDQOdtu3b5/1RS8hcXRFhZJXCVf27Pa3X7kSocWbiIiIxAchIdC7N39Qle95G5gD/A021sQMAAp5ecHUqVoiEMd693ZcYuzBA4jinEbcq1oVWrViuRNDDTD7Y02dGqFiRZigIBg5El566X8lrFeuhEWLYjFekeekflci8jzeeecdaw/5c+fOUa5cOTp37sz333/Prl27+Ouvv/jmm2+oXbs2bdq0ISgoCB8fHxYsWGBzNZGvr6+18tFvvzkuGR1b7t27Z115ZWu1lyN169a1ljkcNmwYvXv3Zv369ezZs4dly5ZRu3ZtPvvsMypXruzUfBkzZiRbtmy8+uqrDB06lG3btrFr1y6mTZtG2bJlOXfuHGC2cbFXXrFcuXLs3r2bcuXKMW/ePPbs2cOmTZvo1auXdQVTypQp+fzzz2P0vMOMGDGCfPnyWWNq0aIFq1atYu/evfzwww/UrFmTBQsWAPDyyy9bV1iFmTRpEhs2bABg6NChvPzyy9ZtyZIlY9GiRfj4+HD37l06depEaGjoc8Wb4BiSJJw/f97A/KxhnD9/Pq7Did8uXDAMX1/DMC8QNAwwRj393tm7lS9f3ggNDY3r6KPliy++cPi8bt26FddhSgz8+muEX+Eob2fPxnWUIiIiEsG0acYTPI2SHHjm73awAdMNSGt9j+ZFVuMm3oYxcGBcRy1PLVzo+P2Xp6dhHD8e15FG4fRpw/D1NWo78bkHMDaAYTRqFGGKffsMo3TpqJ93mjSGcelSnDwzkUi6drX//zR1asMIDo7rKCWhc9d5uBMnThhHjx41Tpw44bJjSNRmzJhhpEuXzuHfzCJFihibN292ON+3335rAIbFYjECAgJiHFfu3LkNwMidO7fDsfPmzTMAw9PT07hw4UKMj7lu3TrDz8/P5vegRo0axuHDh61fz507N9IcXbp0sca9a9cuI0OGDDbne+edd2zGEjZm5MiRxsiRI23OkSpVKps/l7lz51rHOfOzCAgIMIoUKWL396By5crGzZs3I+x38OBBw9fX13pe+cmTJ1HOP27cOOs8Y8aMibQ9/POM6nvrLq54PdLKK5FnZc8OzyzhfAdw1Ft5586d/Prrry4LyxXsrbzy9/enatWq3Lxpr+OXxFfONCu9eNH1cYiIiIiTbtyAYcOYRm8OUeqZjZ5AT+Af4A0ABpOJdNkywocfujlQsaV9e3jhBftjQkLMVrvxTt680L8/yzB/2xzpCLBqFfz6K6GhkVdbPev2bZUPlPjD0cqrypUhipYlIiIRvP322/z7779MmTKFevXqkTNnTvz8/PD39yd//vy0bduWb7/9lkOHDlG9enWH87Vo0YIsWbJgGAbffvutG56BWT4PoEmTJmR3VMLHjrp167J79246duxItmzZ8Pb2JmPGjFSvXp1Zs2bx22+/kSJFCqfnK1euHHv37uWdd94hf/78+Pn5kT59eurVq8eaNWv48ssvnZpn1KhRrFu3joYNG5I5c2Z8fHzIkycPvXr14siRI079XJyRJ08eDhw4wNSpU6levTrp06fH29ubzJkzU69ePRYuXMgff/xBunTprPsEBgbSoUMHAgMDSZEiBYsWLcLLyyvK+QcOHGiNdeTIkUmqUpbFMPT2MSm4cOECOXPmBOD8+fPkcObMdlJ244b5Ae7+fetDw4FPHexWqVIltm3bhiWBlG25d+8eqVOnJkWKFLz44ouUK1eOsmXLUrZsWQoVKhRlHV5JGO7dg1Sp7I9ZvhxatXJPPCIiIuLAoEHcnPA1+TjNXVLbHVqLSWzgPSxLl0KbNm4KUJyxYQPUqeN43J9/QqVKro8nWu7dg4IFeffqVZw5JTQBGFC8OOzfT9uOXixb5nifBQsgCfYal3jkyhVw1NpkzJh4mmSWBMVd5+FOnjxJcHAwXl5eEXoPScI0btw4hgwZQsGCBTl+/LhLz8udPXuW/PnzExISwrZt25wu6+cqXbt2Zf78+eTOnZszZ87EeJ6wc7IjR45k1KhRsROcOMUVr0c6My0SlQwZoH//CA+9Czi6RuCvv/7i999/d1VUsS5lypScPHmSO3fu8Mcff/DFF1/QoUMHihQposRVApcypePk1YUL7olFREREHLh2DaZN4wvedZi4SsZDvub/sNSsCa1buylAcdarrzqXvBo4MB6uQkqZEsaMob2Tw4cDgUeOwOzZTJ0KdtpOWL3zDly+/DxBijyfrVsdj1G/KxGJK3369CFjxoycPHmSZc5cFfIcxowZQ0hICHXq1InzxJWILTo7LWJL//6QNq31ywxAbyd2Gz16tMtCcoX8+fMrUZVIhb+wy9MTcuaEihWhZUt491148cU4C01ERCTRCA2FiRPh2LHnmGTCBAIe+jCOZcB0INDm0KGMIbfXJZgyBRLIav+kZvx4xz+av/6Cn392TzzR0qULJUuXJq3jkQTytIjlhx+Swes2M2Y43kflAyWuOSoZ6OMD5cq5JxYRkWf5+/vz0UcfAeb5xdDQUJcc58KFC8ybNw8PDw8+++wzlxxDJDbojLWILalTw+DBER56H0jmYLfNmzez1ZnLuURcbOZM2LHD7G0VGAjnzsHff8N338H//R/UqBHXEYqIiCR827fDgAFQrBgUKWKWmtq500xqOeXpqqv6ZCOUI5iXS+UnqiRWfk4xgM/Nq1CKFYvV5yGx54UXoGNHx+MGD4bgYJeHEz2eniSbPJnJTg5fApy7eRNGj6ZFC+eqWK5cCYsWPU+QIjHn6KN6+fLg5+eeWEREovLWW28xZswYWrduzaVLl1xyjHPnzjFkyBDmzp1L6dKlXXIMkdig5JWIPX36QJYs1i8zAW87sVtCW30liVOVKuaHr2zZ1HBYRETEVVas+N/9f/6BceOgQgXIlQt694aNGx0ksiZMYP8jb/4h/NKti5hJrAKET2JN5H38sqWHESNi/XlI7Bo92lzBYc8//8DXX7snnmipVo32r71GUSeGGkBLgMmT4cQJlQ+UeO3uXThwwP6YKlXcE4uIiC2enp4MGTKEUaNGuaxXWqVKlRg1ahSdO3d2yfwisUXJKxF7kieH4cMjPDQQ8HWw24YNG9i+fbvLwhIRERGRuGcYEZNX4V28CNOnwxtv2Ckh93TVVVPSY6YBnnWBsCRWFibThF/MrEjKlLESv7hO7txmgsaRkSPh/n3XxxNdHhMmMNPLy6mxu4DfgoNh4EAyZEDlAyXe+vtvx6ti1e9KREQk/lDySsSRN980P30+lRV404ndtPpKREREJHE7fBj+/df+mGbN7CSvPvuM/Y+8OccZB0e6wBWyMSHdOOjUKfqBSpwYMgTSpLE/5upVmDXLLeFET968VB0wgAZODu8E8MsvsHGjygdKvOWo35XFApUquScWERGJaN68eRiGwZkzZ55rHsMwMAyDUaNGxUpcEreUvBJxxMcHnnnB+wBwUAWENWvWsHv3bldFJSIiIiJxzNaqq/CaN7ex4epVmD7dzqqr8HyBJtR/tzB4e0cvSIkz6dLBsGGOx82eHU9XIA0ZwqT06bGVew3vMvAFwHvvQUiIygdKvOSo31XJko4TziIiIuI+Sl6JOKNjRyhc2PplDuB1O8O9gTfz5CGTM5/YRERERCRBcpS8Sp/eTv+UCRPY+siLcwQ4caTedPRfTcnBDaMbosSxPn3M/mf2HD9uljOLd1KlouD48XwC+DkxfDgQcvgw/PCDygdKvBMUBDt22B+jkoEiIiLxi5JXIs7w8jL7C4QzGHi2CrwP0As4Bcw6c4ZcV6+6Jz4RERERcauAANi/3/6Yxo3Nt5GRXLkC06fTGE8njuSHhU8Y9WGoVl0lQH5+8PHHjsd9/bXrY4mRrl0Z+sILOJGH4hHwMcCnn4JhqHygxCsXLkC2bPbH2LzYQEREROKEklciznrtNXjxReuXeYDOT+/7Af2A08A0wHpx5fDh7otPRERERNwmONhcnG+vxJTNkoETJrDzkTd3uO3EkfrwVqoV5O/fNPpBSrzQrh1kyGB/zLJlcO+ee+KJFk9P+L//oyuQz4nhXwDGwYOwahWAygdKvJEvn9mj8OJF8/9bnz7wwgsRexIqeSUiIhK/KHkl4iwPD/jkkwgPDQXeBwKASUD2Z/f59VfYvNkNwYmIiIiIOxUsCAsXwrVrsGED9OoV8ar+FCng1Vej2PHKFZgxg5akc+IoPngxkg9HedlYwiUJgY8PdO7seNy+fa6PJUZq1IAWLVjmxND7wEQwPzcZhsoHSryTLRu0bg1Tppj/5/77D9auhbFjIUeOuI5OREREwlPySiQ66teHypWtX+YHPgey2Ntn2DB9ChMRERFJpLy9oXZtmDYNzp+H7dth8GDzRHyyZFHs8Nln7Hvkw3nOODF7PfqlXkr2vi1iOWpxtzfeiPrxl182SwZeuQLVqrk3pmiZMIFyPj5UdjySTwFj507YuBEgWuUDFy9+rihFoi11aqhXz3zdFhERkfhFySuR6LBYzBru0fHXX+alXAnMw4cP+euvv5gyZQpdu3alVKlS3L59O67DEhEREYm3PDygQgXzCv6JE6MY8HTVVVPSOjGbBT++YfAn/lp1lQgUK2YmqsAsIdi/Pxw5Yn5U6NYN/P3jNj6H8uWDN97AmdZct4GZEOFzk7PlA999F27ciFGEIiIiIpLIKHklEl3Vq0OdOtHbZ9gwCA11TTyx5O7du0yePJkuXbpQokQJUqZMSeXKlXnnnXeYP38+hw4dYl+8rWUiIiIikgB89hl7Hvs6ueqqE4PSLiHD2y1dHZW4yahR8N13Zs+diRPNhFaCMmgQhT09KefE0BEAW7bAtm0ATpcPvHnTTOyJiIiIiCh5JRITz/S+cmj/fvjhB5eEEpv69evHggULOHLkCKFRJNv27NkTB1GJKzx+bDYs3rJFVS1FRETc4vJlmDGD5k6tuvIjNZ/R/9P0WnWViNSpAy1bmj2wEqQ8eaBTJ2Y7MfQ6sAgirL5ytnzgwoVm62ARERERSdqUvBKJiZdegubNo7fPhx9CcLBr4okFqVKlolChQnbH7N69203RSGw5dw5Gj4a334ZGjeCFF8wrX5MlgwIFzP7bt27FdZQiIiJJQLRWXb3DsPTzSP1ma1dHJRI9gwfzgsVCCSeGfgCwbh2E+wzhbPnAt9+Ghw9jGqSIiIiIJAZKXonE1OjRZg8sZ/3zDyxa5Lp4YkG5cvaLgGjlVcJz/TqMGAEzZ8Lq1XDggFmOJbwLF+ImNhERkSTj8mX46iuakcaJwX5kpA+9x+bQqiuJfwoXhtat+cqJoZeAnwHGjLE+liEDTJnieN+AALPMooiIiIgkXUpeicRU8eLQoUP09hk1CgIDXRJObChbtqzd7adOneLOnTtuikZiQ44cjscoeSUiIuJin33Grse+XOCsE4P7MSrjHJK/7kR9NZG4MHQolYGCTgx9F2DFCjh82PpYq1ZmRQBHvvgC1HJXREREJOlS8krkeYwaFb0rYs+ehdnOVImPG46SVwB79+51QyQSWzJmBG9v+2MuXnRPLCIiIknS01VXLZxcdZWT7nQfV1CrriT+KlUKmjRhqhNDzwDHAMaOtT5mscC0aeDvb3/fkBB48814XXldRERERFwoUSSvzp07x4ABAyhatCgpUqQgXbp0lC9fns8//5yHz1Eoe/PmzVgslmjdatSoEeVcefLkcWr/PHnyxDheiQP588Mbbzg9/Dbw8eDBfPjBBy4L6Xm8+OKLDseodGDC4uEB2bPbH6OVVyIiIi40fnw0Vl29y+jMs/Hp3NblYYk8l2HDKAekdGLoOIClS+HUKetjuXLBp5863nfPHpg8OYYxioiIJEAnT57E19cXX19fzp0755JjLF++HIvFQqFChQgKCnLJMURiQ4JPXq1evZpSpUoxceJEjh8/zsOHD/nvv//YtWsXAwcOpEyZMpw+fdpt8RQuXNhtx5J44sMPwdfX7pCbwIdAbmDkgwdM+OILrl+/7o7ooiVVqlQUKlQo0uO5c+emRYsWfPrpp9SuXTsOIpPnoeSViIhIHLl8GWbO5G2cOSmQjEJ0oOP4klp1JfFf+fJ4vfIKziyKWgycDg2FceMiPN67N5Qvb3/frFnN6wVFRETiozt37jBt2jQaNGhAnjx5SJ48OalTp6ZQoUJ06NCBZcuWERISEq0533//fYKCgnj99dfJlSuXw/E7d+6kV69eFC1alFSpUuHv70/+/Plp2LAhX9g4/9iyZUuKFSvGyZMnmeJMM0qROGIxDMOI6yBi6sCBA1SqVImHDx/i7+/PkCFDeOWVV3j06BFLly5l9tPybEWKFGHXrl34O6pL8IwHDx4QEBDgcFyfPn3YsmULAH/++SeVKlWKNCZPnjycPXuWpk2b8sknn9icy8fHJ8rkwfO6cOECOXPmBOD8+fPkcKYRjjjv/ffNouzPuA5MBKYB95/ZNnrYMIbb+V2IK++//z5nzpyhXLlylC1bljJlypAhQ4a4DkueQ9u2sGyZ7e2vvgq//uq+eERERJKMfv34d/JkCjg1eDDfZ7nHa+cnKXklCcMffzCsenXGODG0B/CVlxf8+6+57OqpgwehbNmoSwO+/baZ70qdOtYiliTm/Hl49AgKFjTLVYq4k7vOw508eZLg4GC8vLwoWNCZboQSW+bMmcPgwYO5efOm3XHFihVj5syZVKlSxeGc27dv5+WXX8bb25tTp07ZTV4FBgbSp08fvv76a+yd3l+xYgXNmjWL9PiSJUvo0KED6dOnJyAggJQpnVlPLWKbK16PEvSnonfffZeHDx/i5eXFr7/+yssvv2zdVrNmTQoWLMigQYM4fvw4X3zxBSNGjIjW/ClSpKBEiRJ2x9y+fZvt27cDUKBAgSgTV+GlSZPG4ZySAA0eDLNmwX0zRRUMDAZmALYKV07/8ksGjRiBj4+Pm4J0zsSJE+M6BIlljt4ja+WViIiIY2vWQIYMUK6cWZbXoUuXYOZMajk1ezJeoDktxv+jxJUkHNWq0a98eT7fudPh2sJvgOHBweSYMAHCXeFdqhQMHBihJRZFi5ofrZw4xydi17RpMH48ZM5s/j5VqQJVq0Lp0nqpFZHnM3DgQD7//HMAvLy8aNu2LU2aNCF37twEBQXxzz//8O233/Lbb79x9OhRateuzaJFi2jZsqXdeUePHg1Aq1at7CaugoKCaN68OWvXrgWgatWqdO7cmaJFi+Ll5cXZs2c5cOAA3333nc052rRpw6BBg7h48SJfffUVAwcOjO63QcTlEmzZwF27drF582YA3njjjQiJqzDvv/8+RYsWBWDSpEk8efIk1uNYtmwZgYGBAHTq1CnW55cEImNGeO8965dewG5sJ64ALt+/z/fffOPqyEQoWhReegmaN4e+fc0PcIsXw5Yt5sWve/fGdYQiIiLxm2HAO+9AhQrmopHevWHjRrD78WL8ePYEBjrV6QreZWz2WVjat4udgCVBCw2F33+Hjh1hxoy4jsa+TB9/zJtOjHsCfA4wezZcuRJh24cfQoEC4OMDH30E+/YpcSWxY9s289+rV+GHH8yP7OXKQdq0UKcO6OO4iMTEtGnTrImrnDlzsnv3bhYuXEirVq0oX748VapU4Y033mDjxo0sXboUHx8fAgMD6dChA/v377c574kTJ6zJqI4dO9qN4ZNPPrGO/fzzz/njjz/o3r07lStXpkKFCrRu3ZpPP/2UEydO0LBhwyjn8PT0pE2bNtbnFN3yhiLukGCTVz/99JP1/uuvvx7lGA8PDzp37gzAf//9Z012xaYFCxYAYLFYlLxK6t5/33wXHPalE7t8GQ/LBkri88YbsHMn/Pij2fB60CBo3x6qVYN8+cDPL64jFBERid8OHzYv+AC4eBGmTzfL7mbODJ07w4oV8DD8VUsXL8LMmTRzavZkVKIOdcfW0FKAJO7iRRgzxixxVrOmebHRtGlm8jTeqlOHASVKOHVi4ShgBAbCM5UekiUzn+v+/TBihMN2wiJOefwYdu2Ketv9+7Bhg1m2UkQkOs6ePcuAAQMA8Pf3Z9OmTZQuXdrm+DZt2jB//nzAXC3VqVMnmyX+vvnmGwzDIFOmTLz66qs25zx9+jTjnvaR7Nq1K++/b/8MpLe3t81tHTp0sD6vjRs32p1HJC4k2OTV1q1bAbO0X9myZW2Oq169uvX+trDLbmLJv//+y19//QWYyzPz5s0bq/NLApM6NXzwgfXLhoCj3sI7L15k+9N+aSIiIiISP61YEfXj//0HCxdCixawY0e4DePHszMwEOcq8/ZhXI5ZWNq1ff5AJcF58gR++gkaNTJX9Q0bBqdP/2/7kSPmRUjxlsVCntGjaW9nSG1gM7AesIC5nOyZ/iDly5vVAkRiy65dEOSgnmXVqu6JRUQSj0mTJvH48WMARo4cSYECjjubtm3b1rr66fDhw6xatSrKccuXLwegadOmeNm5oGnWrFk8efIEi8US7RY5zypTpoz1fPYye83SnbB9+3aGDx9OjRo1yJIlCz4+PqRKlYpixYrRs2dPjh49anf/rl27YrFYyJMnDwAXL16kf//+FCpUiOTJk5MxY0YaNGhgXXFmi8ViwWKxMGrUKAA2btxIkyZNyJo1K35+fuTLl48+ffpwwU4PjXnz5lnnOXPmDIGBgUyaNImKFSuSIUOGCPOHCQoKYvr06bzyyitkzJgRHx8fsmTJQoMGDVi0aBGhoaGRjvPtt99aj9OjRw+b8Zw7d440adJgsVgoVKgQDx48sPs9SEwS7KV9x44dA8w+U/b+QxcpUiTSPrElbNUVQJcuXZza548//qBUqVL8+++/GIZB5syZKV++PO3ataNp06ZY1EU0YevTByZNgitX8AD6Au862OXLgQOpGK8/kYqIiIgkbbaSV2HSpw93EvTiRZg1ixZOzWyhDlWpOvaOVl0lUT/9BK1b2x/z9ddmycp4q0kTPsifn0VhyxOfagwMAyKF/uABfPklfPyxmwKUpOjp9c52qTylJFVHjsTNcX19zTKx0XXqFDzt2OJQ8eLRn99ZhmFYzwUnS5aMN990pnCu6Z133mH16tUAzJ07l8aNG0fYfvbsWQICAgCoWLGi3bnC+liVK1fOmngKDQ3l0qVLPHnyhCxZspAsWTKnY6tQoQIBAQHPVbFs3rx5UVZGe/LkCceOHePYsWPMnj2byZMn06tXL4fz7d69m4YNG3Lt2jXrY48ePWLt2rWsXbuWfv36MWnSJIfzfPTRR5GSTAEBAUybNo2FCxeycuVKqlWrZneOGzdu0Lx5c7slH8+ePUv9+vUj5R6uXr1qjXnmzJn8/PPPpEuXzrq9Xbt2rF69msWLFzNr1iwaNGhA06ZNI8wRGhpK586duXPnDl5eXixevJgUKVI4fO6JRYL8hPT48WNu3LgBQI4cOeyOTZs2LSlSpODBgwecP38+VuNYtGgRYL5gOWq4FybshSjMmTNnOHPmDMuXL6dy5cosW7aM7NmzRzsWe9ligMuXL0d7TomBFCnMyyX79gXgdeBD4J6dXb7ftYvPz58ne86c7ohQRERERKIhIMAsZ2ZP48bhck/jxrEzMJCLTs3+GmNzfQPtvn+uGCXhatIE0qWDW7dsj/n2W/jiC/D3d19c0eLhQYnRoznYvj19gMzAUOAFe/tMmWKWXU+d2h0RShLkqPBOwYJm6VeRpKhEibg5brFiMUucNW0KDhbtWLmy1O6RI0e49fQPdrVq1Ugdjb9htWrVInny5Dx8+DDKymBbw2XcX3rpJZvzXL9+ndNPl2i//PLL3L17lxEjRrBgwQL+++8/ALy8vKhUqRKDBg2y2e8qvPLly7N06VICAgK4ePFijM5LBwcHkzZtWpo0aUL16tUpWLAgKVKk4NKlS+zdu5fJkydz48YN+vTpQ5EiRahZs6bNuR4+fEirVq24c+cOgwcPpkGDBvj6+rJjxw7Gjh3L/7N332FRXF0Ah39LB8HeS+y9d429xRqNxhax926MxkSTCKbYoond2FGwm9iNGnvvsUswxgL2CopIne+Phf1Q2JkFdpfieZ+HJytz5s5ZILA7595z79+/z8yZM/nggw/44osvjI6zfft2zpw5Q/HixRkzZgzlypUjMDCQ9evXs2jRIoKCgmjVqhWXLl0if/78Rsfp06cPly5donv37nTq1ImcOXNy584dHKP7HL969YqGDRsavi+ffPIJvXv3Jnfu3Ny8eZM5c+Zw8OBBjhw5QqtWrTh8+DC2traG8efNm8fRo0e5desWffv2pXr16uTMmdNw/Oeff+ZgdNcuT09P1Z+PNElJhR49eqQACqB06tRJMz579uwKoJQpU8ZsORw6dMiQQ5cuXTTjixYtqrRu3VqZM2eOcuDAAeXvv/9W9u/fr0ycOFHJly+fYaySJUsqL168SHA+Meeb8uHv75+YpyxM9eaNouTLpyj6v5nKcBO+J+M6dEjurIUQQgghRDx+/dXwss7ox+bN0cEBAYri4KDkMel1uU5py2pF8fFJzqcnUoARI7R/xpYuTe4sNUREKEqRIkqo1hOJ/TFxYnJnLdKoiAhFSZ9e/cevV6/kzlKkdf7+/la5D+fn56dcvXpV8fPzM/mchPyqNudHqVKJe46lSpl+DUvy8fExfE/Hjh2b4PNr1qxpOP/u3btvHRs0aJACKA4ODkpERITRMQ4cOGAY46uvvlIKFy6s+npz5MiRmnkdPHjQEL9u3boEPy9FUZSAgAAlODjY6PEXL14o5cqVUwCldu3a8cb06NHDkIe9vb1y8ODBODF3795V8ubNqwCKi4uL8vDhwzgxsZ9/pUqVlJcvX8aJWbFihSGmffv2cY4vW7bsrXGWLFli9LmNHj3aEPftt9/GOR4VFaW4u7sbYubNmxcn5vDhw4qtra0CKM2aNVOioqIURVGUc+fOKQ4ODoavm9rPRkqQmN9HWlLlnlcxvUUBHBwcNONjKqEhISFmy8Hb29vwuHv37prxp06dYvPmzQwZMoR69epRoUIF6tevz9ixY7ly5QofffQRoG9tOGHCBLPlKZKBoyN8/rnhn8OI7u2uYsHGjWb9+RRCCCGEEOah1TIwXTow7Kk9eTK+YWEmr7r6qcAK6Cx7Xb3v+vTRjlmyxPJ5JImtLYwdi/a781h++UXfQlAIM7t8GYKC1GNkvyshRELFdAED3loZY6ocsZZ7Pn1n78eYjlpZsmR5a1XOu57FWqo9Y8YMbty4wYcffsjBgwd5/fo1z549Y+XKleTKlQuAX3/9ld9++001r+zZs8fJI6Hy5MmDi4uL0eMZMmTg++h2wUeOHInz/N81YMCAeNv55c6dm+nTpwP6FVrLly9XHWfhwoW4xrN0vVu3bjRv3hyATZs2qXYsa9iwIb179473WGhoKIsXLwagVKlScVoUgn4Prnnz5pElSxYA5syZEyemdu3ajB07FoCdO3cyZ84cQkJCcHd3JywsjPTp0+Pt7a36s5FWpcrilZOTk+FxmNYOnOh/kIAE9fvUGi+mv2ju3Llp3Lix5jkZM2Y0eszNzY1169YZfogXLlxo0vOKzd/fX/XjlOypZF19+0L69AAUAbQW6T6NiGDlxIkWT0sIIYQQQphOUaBcOYh+/x+vZs3A2RnDXlfxv7V9l46uNKPkT131N/3Fe61sWahWTT3m6FG4fds6+SRa167wwQeaYc+An4HwJ09g0SKLpyXeP7LflRDCEl6+/P+mIInZcyj2OUHvVNgfP34M6Le/URMca9JHaGgolStXZu/evdStWxdnZ2cyZcpEly5dOHjwoOF648ePV50wH3sPppg8kio4OJhbt25x5coVLl++zOXLl7G3tzccv3Dhgur58e2fFaNt27aG++x79uwxGle2bFkqV65s9HhMQSoiIkJ1vy93d3ejx86ePcuLFy8A6Nmzp9HiUvr06ekYvcnp1atX4y2WeXh4UC36BeGYMWPo0qWLYQ+tuXPnUqBAAaN5pGWpsnjl5uZmePzq1SvN+Jj/seOrtCbG5s2bDT+Y7u7uZql6ZsiQgc7Rsy6Dg4M5c+ZMgs7Pmzev6kcutXfcwvzSp4f+/Q3/HGHCKTNnz0axZHNeIYQQQgiRIDqdfmuegAA4cQK++gqKFXs7pm3b6AeTJvFPWBjHTRmXT/m+4Cro1MncKYtUytjqq1y5YOxYuH4dVLZjSBkcHGDMGKOHHwJfAfmBMcBKgJ9/hujJpgmlKLB+Pdy5k6jTRRqmtd9VjhxQpIh1chFCpB0JvR/9rtjnpI+e8B4jZkWVVvEq9oIOgJ9++inO5wCKFi3KoEGDAH1BSq3IE/uaWiui1Dx58oRx48ZRvHhx3NzcKFiwIGXKlKFs2bKULVv2rf23Yq9ie5eDgwPlypUzetze3p6KFSsCcPnyZaNxWntDVYs1c0htHLVcYp9XvXp11evFPh7f9ezs7Fi5ciXp0qXjzZs3bNq0CYDOnTvTtWtX1bHTslRZvHJyciJr1qyA9nLG58+fG4pX+fLlM8v1V6xYYXhsSstAU5UqVcrw+O5d05qNiBRs+HDDzt2NgNIa4ZcDA9m/Zo3F0xJCCCGEEAljYwPVq8PkyeDrq99s/KefoEYNaNkS/aqrRYtoTg7NscCGAdSm4I99ZNWVMOjcGWK67dja6jen37JFX5iZODEV3Wjv3RveaaXkDwwHCgBTgZhbdxOByHv3wMsrwZfx94fWraFjRxgyRF/IEgL0PwtaK69q19ZPThBCiISI6ZgF8ODBgwSf//Dhw3jHgv8XpbS2FIldQHNwcKBBgwZGY5s2bWp4fPr0aaNxsa+Z2K5lZ8+epUSJEkyaNAk/Pz/NyflaK8Hsou+nGhPTgjF2G8V3xW6HqDaG1jhqBcXY58UeLz6xW00au16RIkX4+uuvDf/OmjUr8+fPVx03rUuVxSuAkiVLAvDvv/8SERFhNM7X1zfOOUnx6NEjdu3aBUClSpUoU6ZMkseMIatu0ph8+QyzaXWYuPrqu+8smpI53bt3T3WmhBBCCCFEWqTTQalSMG4cHD8OGTMCc+ZwMcyRmzzUOh1bhjG+yO+y6kq8JX16GDVKXyD194dNm+Djjw1z4VIPZ2f9EwFuAP2AwsBs4M07odeBDaB/0uHhJg0fGQmzZun/H9y2Tf+5bdv0K7CEALh1C+7dU4+R/a6EEIlRvnx5w+O///47QedGRkZy8eJFALJly0bu3LnfOp4tWzZAvYgCby/MyJEjBw4OxnebjB376NEjo3GxrxmTR0KEhYXRsWNHnj59ir29PV988QUHDx7k/v37vHnzBkVRUBSFGzduGM5RuweuM2F2gSn30E0ZxxSmdlzTup4pOb969Yply5YZ/v306VPOnTtn0vXTqlRbvKod3aA4ODiYs2fPGo07ePCg4XGtWrWSfN1Vq1YZimXmXHUF+p6XMd79JSZSqeg3bgDuQGbjkQBsvXGDG+fPWzKjBFMUhbt377JlyxY8PDxo1aoVuXLlIk+ePJobIwohhBBCpHmvX8PChXRGfXanngsjyUGu7wfJqisRx/ff61tTpvqO7wMHQubMbAcWA2plqZ+AqFu3YPVqzWEvXoQPP4QRI+Ddbk3Dh8Pz54lPWaQdst+VEMJSypQpY9gf6tChQwQGBpp87p49e3j9+jXw/3vascUUjZ5r/DErWrSoYe+oyMhI1djYx9VWMsW+ZmKKV/v27eO///4D9HszTZ8+nbp165IzZ04cHR3jvY6ap0+faj63mGJc7P263hV7pZvWcbVx1MQ+T2s1ninXGzZsmOFr6ebmhqIo9OjRw+SvXVqU2uZxGXzyySdMmjQJgGXLlsXbVzIqKsrQ4i9jxoyqSylNFTOenZ0dXbp0SfJ4MQIDA1m7di0ALi4uVKlSxWxji2RUsSI0aAD79+MC9Acmq4QrwJzhw/n10CHr5Kdh0KBBbNy40egvfLXCsRBCCCHEe8HHhzfPXuCLdpsVB4bwddEt0FFjQxYhUjNXV/j8c/qOH8+PgNrW75eAbUDrSZPA3T3eoq6iwLffwtSpYKzpysOH+u22Fi0yQ/4iVdPa78rVFWItnhDivaSyvY9FxapjJMjmzYneHtGsdDod3bp1Y+bMmYSEhLBo0SJGjx5t0rmzZ882PO7Zs2ec42XLlmXNmjUEBgby6NEjoy3v7O3tqVmzJocOHeLhw4cEBweTLl26eGNjr3TKkyeP0dz8/PzeyiOhrly5YnjcuXNno3FnzpwxabywsDAuXLhApUqV4j0eERHB+eiJ/2od0dRaJb57PLGd1WKfd/LkSerWrWs09tSpU6rX+/333/GKbqXcs2dPOnXqRPPmzQkICGDgwIGGusH7JtWuvKpWrRp1otd6L1myhOPH426NPH36dK5duwbAiBEjDJXpGF5eXuh0OnQ6HZ6enprXvHLlimFZaPPmzU2uRu/cuVO1l+fLly8NyysB+vTp81ZlWqRysf6QDQa05tguPXKElxrLhK3lxYsXqjMVpHiV+oSF6VtpHDkCa9bAtGkwciR06AA7dyZ3dkIIIUQqoygwYwbfUQ0FrT1rXRiLPVkmDJdVVyLtGzYMl/TpGaUdyWgg0tcX/vgj3uM6nb6VospuAQAsXgyxGq+I95RW8apmzVTYjlMIMytdOnk+Ert/Y5Eipl/D0kaMGGG4ZzthwgT+/fdfzXPWrFnD9u3bAShVqhStWrWKE1MnVj9TraLLp59+CuhXVm3evNlo3B+x/q7WUemXGnM9Z2dnKleurHrt+MTezidmddm7oqKiWLhwocljqnV62rhxo2ElUuPGjY3GXbp0SbW949KlSwF9W8D69eubnFtslStXJmPGjIA+Z2Mrxl6+fMm6desA/c9ArneW2d+7d4/+/fsDUKhQIWbNmkWzZs0YOnQoAOvWrcPb2ztROaZ2qbZ4BTBz5kycnZ2JiIjgo48+YtKkSZw4cYL9+/czYMAAxowZA0CxYsUYNcqUl83qYv+P06NHD5PPmzx5Mnnz5qVfv34sX76cI0eOcP78eQ4cOMCkSZMoXbo0u3fvBqB48eImFdJEKtKsGUTvt5YP+FQjPEhR8Bo50uJpmULrj5afnx9BQUFWykYkVdmy+plOBQvq+7x/9hl8+SXMmAEbNkACWzYLIYQQ4q+/4No15qM9Hdie7owqvAM6drRCYkIks4wZYcgQBgEZNUKvAxMAfvpJXxCOx/Tp8M7e9vHq3x/evLu5lnhvPHkC0fOXjZL9roQQSVGwYEGmTp0K6PcnatSoERcuXDAav27dOsM9ZAcHB7y9vbGxiXs7vlq1aoaiWOwVOvHp3bu3YWXWuHHj4p10fuDAAUOxo0yZMqpb6cRcr3r16qp7aBlTtGhRw2NjRaexY8cmaO+m+fPncySe2QgPHjwwrHZzcXHRvD/fv39/goOD43x+1apV7NixA9B3d3u3mGQqR0dH+vbtC+gXvUyYMCFOjKIoDB06lCdPngAYClKxj/fs2ZNnz55ha2uLj48Pbm5uAEydOpVSpUoZzrt9+3a8eXh6ehoW6MSs3korUnXxqmLFiqxdu5b06dPz6tUrxo0bR82aNWnYsKGhmlusWDG2b99u+KYnVlRUFKtWrQIgU6ZM8VbJ1Tx79ozFixfTs2dP6tSpQ8WKFWnQoAHjxo3D398fgLp167J3795E99kUKZSNDXzxheGfI0w4ZdbatURp9He1BlNmXCR0k0qRfN5ZfBrHXa0J40IIIYR424wZ+FCSYLReD+Xia1xxG9lXVl2J98fIkaR3djbp/c8vgHLhAkTPTH9Xtmzw66/a4/j5wY8/JihLkYYcPaodI/tdCSGSavjw4YwYof/rdufOHapUqUL37t3ZsGEDp0+f5tixYyxdupTGjRvTqVMnwsLCcHBwYMWKFUZb4Tk6OtKoUSMA9u7dq3p9V1dXZs2ahU6n4/bt21StWpV58+Zx5swZjhw5wjfffEOLFi2IjIzEzs6O3377DZ1OF+9YL1++NKy8atmyZaK+Hk2bNjUU07755huGDBnCrl27OHv2LGvXrqVx48ZMnTpVtYAWW7Zs2cidOzdNmjRh3LhxHDlyhNOnTzN37lwqV67MnTt3APjhhx+MtlcEqFKlCmfOnKFKlSp4eXlx9uxZ9u3bx+DBg+nWrRug31dq2rRpiXreMcaPH0+hQoUMObVr145t27Zx7tw5fv/9dxo2bGjYhqhmzZqGFVYxZsyYwV9//QVgqG3EcHZ2xsfHBwcHB4KCgujWrRtRUVFJyjfVUdKAW7duKSNHjlSKFSumuLi4KBkzZlSqVKmiTJkyRQkODjZ63rJlyxT02wwpHh4eqtfYvXu3IXbgwIEJyu/06dPK5MmTlTZt2iglSpRQsmbNqtjZ2Snp06dXSpQoofTo0UPZuXOnEhUVlaBxE8Lf39+Qv7+/v8WuI4wICVGU7NkVBZQoUKpEfy/UPrb+9FNyZ628ePFCM89p06Yld5rCRB9/rCj66azxf7Rpk9wZCiGEEKmIr6+igJKP+pqvl2z4SXnqll9RXr5M7qyFsK6RI5V5oOhMeP8zGRSlenVFMfK+OCpKUZo0UX89C4piZ6coFy5Y+XmKFOGLL7R/NlRuEQlhVta6D+fn56dcvXpV8fPzs9g1RPzmz5+vZM6cWfPvW4kSJZQDBw5ojrd69WoFUHQ6nXLz5k3N+Dlz5igODg5Gr+vq6qps2rRJdQwvLy8FUGxtbZWAgABTn3ocO3fuVJycnIzmUr9+feXy5cuGfy9btizOGD169FAAJX/+/Mrp06eVrFmzGh1v+PDhRnOJfa/fw8PD6Bjp06c3+n2JXTMw5Xtx8+ZNpUSJEqo/B7Vq1VKePn361nkXL15UHB0dFUCpVq2aEh4eHu/4kydPNowzceLEOMdjP8/4vrbWYonfR6l65VWM/Pnz88svv/DPP/8QHBzM8+fPOX36NGPGjMHFxcXoeT179kRRFBRF0WzV16RJE0Ps/PnzE5RflSpV+Oqrr9i0aRPXrl3j8ePHhIeHExgYyLVr1/Dy8qJp06ZGq+AiDXByguhloTpMW30105SphRaWIUMGimg0JZZ9r1KPvHnVjwcEWCcPIYQQIk2YNYvzZMcfran+znTBhcwDOoCrq1VSEyLFGD2aSzY2xN8M8G2TAOXkSdi3L97jOh389hs4O6uPExEBffpACmhkIawoKgp+/109pnJlULlFJIQQCTJw4EBu3LjB7NmzadasGfny5cPJyQlXV1cKFy5M586dWb16NZcuXaJevXqa47Vr146cOXOiKAqrV6/WjB8yZAjnzp1j0KBBFClSBGdnZ1xdXSlXrhxjxozBz8+PNm3aqI4R02WsdevW5MmTx7QnHo+mTZty5swZunbtSu7cubG3tydbtmzUq1ePhQsXsnfvXtKlS2fyeFWqVOHcuXMMHz6cwoUL4+TkRJYsWWjWrBk7duxg5syZJo3j6enJzp07admyJTly5MDBwYECBQowePBgrly5YtL3xRQFChTgwoULzJkzh3r16pElSxbs7e3JkSMHzZo1w9vbm0OHDr3VbS00NBR3d3dCQ0NJly4dPj4+2BnZlPHLL7805Orh4fFe3YvVKYqRptIiTQkICCBfvnwA+Pv7k1frLrYwvydP4IMPICSEMCA/8EDjlMubN1O6dWsrJGfcZ599xpo1a4wer1Sp0nv1SzM1mzgRvvnG+PEcOeCB1g+lEEIIIeD5c8iblw9f1+Q46q1doD9+ugMUvbkb8ue3SnpCpCT/ubtTOPrmmJa5wOD69WH/fqMxP/8M0dtbq5o+/a3u7SKNO3wY6tZVjxk1CpLYHUoIk1nrPtz169eJiIjAzs7urb2HROo0efJkxo4dS9GiRfH19Y13fyxzuX37NoULFyYyMpIjR46Y3NbPUnr27Mny5cvJnz8/t27dSvQ4MYtDPDw8NBerCPOyxO+jNLHySojEunz5MrNnz07SL0WTZc0KPXsC4AAMMuGUWV99ZcmMTBJ73ys7OzsqVarEoEGD8PLy4tq1a4beuCLl03qt/PAhhIVZJxchhBAiVVu8mAevwzlO3I2k31WdahRtV1YKV+K9VejHH/nMxC4jngAHDoDKpu4jR0LFitpjffst/PefSZcVaYCPj3ZMixaWz0MIIZJi6NChZMuWjevXr7N27VqLXmvixIlERkby0UcfJXvhSghjpHglUr2goKBEn7ty5UqGDx9OwYIFKVeuHN9++y0nT5603OZ3I0fq+10AA9EXsdR4+/ryzNfXMrmYqHnz5kybNo0jR44QFBTE2bNnmTdvHj169KBEiRIWnQUizMuUiV737lk+DyGEECKlunMH9uyB8HCVoIgImDOH9hQEQjVGbMoUVsDnn5svSSGAW7fAwwPOn0/uTExQsCBftWplUuhjYA/AnDlGY+zsYPFisLVVHyskBAYM0O92JNK20FBYt049Jk8eMFN3KCGEsBhXV1cmTJgAwA8//GCx+5MBAQF4eXlhY2PD1KlTLXINIcxB7jqLVElRFPbs2UO9evVo3rw5ie1+uWXLFsPjS5cu8dNPP1GjRg1y585N37592btXqw1MAhUtCtFtALMDXTTCQ4BF0XtlJZfSpUszatQoatWqhbNWg3mRopnSvlj2vRJCCPE+8/KCJk30rXS7d4eNG+H163eCNm0i8s4djnJbc7xctKdupWCQ2azCDEJDYe1a+OgjKFQIvv8eFixI7qxMU/7nn2luYuw6gFWr9G3XjahUSd8CTsuePfr/r0XatmMHvHihHtOli3bBUwghUoL+/fszceJEOnbsyD0LzTC+c+cOY8eOZdmyZZQvX94i1xDCHKR4JVIVRVHYsWMHH374IU2aNOHQoUMcO3aM/So90Y25ceMGV69ejffYw4cPWbJkCZs2bUpixvEYPdrwcIQJ4XP37yciCavLhIhhSvHq7l3L5yGEEEKkVBs36v/7/Dl4e0O7dvrOz23bwooV8OwZMGMGwyiM9qqrrExmH7qRnxtW3guRGJcu6Rfv5c4NnTvDX3/9fzXRqlXxFFhTouLFGduggUmhfwAhoaGwZIlqnKcnFCmiPd4XX8i+rmmdKS0Du3a1fB5CCGEOtra2jB07Fk9PT4vtlfbhhx/i6elJ9+7dLTK+EOYixSuRKkRFRbFp0yaqVq1Ky5YtOXHixFvHf/jhhwSPuXXrVs2Yjz/+OMHjaqpVC6pVA6ACoLGnLP5RUWw0ZVqhEBpcXSFjRvUYWXklhBDifXXzZvwt2EJCYNMm6NEDRvd8DEePspjnmuPZU4/OOY5Ax45mz1W8P6ZOhXLlYObM6OLpO4KCYMMG6+eVGLWnT+dDtG9CPAXWAMybp2/TaYSzMyxapH3dFy9g2DCT0xSpzPPnsG2bekzZsvr/j4QQQgiRukjxSqRoUVFRrF+/nooVK9K2bVvOnj0bb9yBAwc4ckR7w+zYtIpXbm5u1LNEU2yd7q0eF1qrr+wAv40bwVL7cIn3itakHSleCSGEeF+ZsuD+kyBvfiE74cRTRXiLjpHkxWFIP3DQ2uVUCOOaNtWO0ViglGLoKlbEp2pVFpsQOxtQ7tzRrErUrw/9+mmPt2GDaf+Pi9RnwwYIC1OPkVVXQgiR8nl5eaEoCrdu3UrSOIqioCgKnp6eZslLJC8pXokUKSIigpUrV1KmTBk6duzIxYsXNc9JyOqrFy9ecOjQIdWYpk2b4ujoaPKYCdKuHRQoAEAbIH88IdmAb4HbwDdPn4IJK8WE0CLFKyGEECJ+MS0DjUnnEkWTo56MI8SE0arwtcMaGDDALLmJ91f58lC5snrMoUPg52edfJKq4Jgx9ATKaMT9DRwHmD1bc8ypUyFXLu1rDxkCgYHacSJ10WoZqNPBZ59ZJxchhBBCmJcUr0SKc/v2bapXr07Xrl25du2ayeft3r2bkydPmhS7c+dOIlRaUAC0bt3a5GsnmJ2dvnE9YAsMjXWoPLAUuAP8AOSOOTB9uuXyEe8NKV4JIYQQcT3WdwNU1eyDa9yLUAjlpeZ4LWhMpq4tIXt2M2Uo3md9+2rHrFtn+TzMok0bdHnyvPX+x5jZAPv2wZUrqnEZM8Lcudrj3bsHY8aYcGGRaty+rS/eqqlfH/Lls0o6QgghhDAzKV6JFCU4OJhmzZpx7ty5RJ1v6uqrXLly0bZtW9KlSxfvcRsbG1q0aJGoHEzWuzdkyABAH6ATcAD9LMNegNO78YcPw6lTls1JpHlSvBJCCCHi2rJFu0Nz24DZfInGEhgAMjKTdTBCqzm0EKb57DP9/k5qtPb8STHs7WHQINyBDBqhG4D7YFJlqm1b+PRT7csvXAgHD2rHidRh82btGGkZKIQQQqReUrwSKcqoUaPw9fVN1LlOTk4ULlyYyMhIzdh69erxxx9/8OTJE3bs2MGgQYPIkyeP4fiHH35IlixZEpWHydzcYOBAADKh35S4HqBTO0dWX4kk0ipe3b+vui+2EEIIkSbZ20OxYsaP29lG0eTVWrZyU3OsPDSlSIMPoFw5M2Yo3mcZMmgXZk6dgocPrZNPkvXrh6uDA701wiKABQArVpjU72/OHP0qLC19+0KIKd0/RYo3bBgcP65vCRnf23dHR9OKmkIIIYRImaR4JVKMbdu2sWDBggSf5+LiwqhRo7h58yYzZ87E1tbW5HOdnJxo3rw58+bNw9/fn3PnzuHp6cnA6KKSxQ0bpm8haKoNGyCJGxeK91usGm28IiNT0Y0PIYQQwky6dwdfX313sh9/jLvHUAOnE8ygGBHc0RjJno1cM7SHFsJc2rVTP64o8Oef1sklybJnh06dGIzGxD30xauw4GDw8tIcNmdO0+b6/fsvTJhgQp4ixdPpoEYNfeHy/n39NtGdOoFTdBuT1q0NzU6EEEIIkQpJ8UqkCA8fPqR3b625d29zc3Nj7Nix3Lp1i2nTppEzZ84k5aDT6ahYsSIeHh64u7snagxTVn29JU+ehO0eGxUFM2cm7BpCxKK18grg7l3L5yGEEEKkNDodlCoF33wDZ87AnTswaxY0qPCcDsHLmE+45hj9qUDVwsHQsqUVMhbvk8aNwcFBPSbVtA4EGDqUIkBzjbAHwO+gr05o9fYEevWCRo20Lz9tGiSyU71IoeztoVUrWLNGPxlv2TLp3iqEEEKkdlK8EslOURT69u3L48ePTYrPkCEDHh4e3Lp1i4kTJ5ItWzYLZ2iaoKAgateuzfLlyxN24qhRCYtfvBhevEjYOUJEM6V4JfteCSGEEJAvn36R/L58PcjAIV7wt2q8DTn4hXMwfDgkoBOAEKZwc4P69dVjdu2CsDCrpJN01apBtWoMNSF0DuiXS+3erRmr0+n3tdLaIywyUt8+UNplp03p00PPnlCrVnJnIoQQQoikkOKVSHaLFi1imwnTBDNnzsyPP/7I7du38fT0JHPmzFbIzjSvXr2iRYsWnDhxgp49e7Jw4ULTTy5fXj+V0vSL6d+RpRChoaGcOnWK2bNnM0KmtqV4GTJAunTqMVK8EkIIIaJdvw7btvEt2TVDG1GcdG4u+jumQlhAq1bqx1+9gkOHrJOLWQwdSlOgiEbYMeAcwOzZJg1bqBD88IN23N9/wy+/mDSkEEIIIYRIBlK8EsnKz8+PkSNHasa5urpy+vRpvvnmGzKksKbVr1+/5uOPP+bo0aOGzw0YMIBZs2aZPkhCV1/NmpUs0yoVReHGjRusWrWKESNGUKNGDdKnT0/16tUZPnw4s2bN4tGjR1bPS5hOp9NefSXFKyGEECLa7NlcVrJwndMagU7M5iL06aOf8i+EBZjSjTJVtQ7s2BGbbNkYYkLoGNBv6vXvvyYNPWIEVKmiHefhoa9RCyGEEEKIlEeKVyLZhIeH061bN16/fq0ZO2vWLAoVKmSFrBLmzZs3tG3blgMHDsQ5NmLECKZOnWraQE2bQunSpl/47l1Yt870eDM5fvw4RYoUwd3dnVmzZnHy5EnC3iminTx50up5iYSR4pUQQghhgsBAWLaM4ZQBQlVDS1CZ4rpAfZ9BISykUCH9vmxqtm4FRbFOPknm6Aj9+9ML0GgMwF7grKLAvHkmDW1np++2bmenHufiAv/9Z9KQQgghhBDCyqR4JZLNjz/+yKlTpzTj2rVrR88U2H4lLCyMjh07slul9/pXX33F999/j6L1DlKnS/jqq2nTrP7OtGLFithpvAOU4lXKJ8UrIYQQwgRLl/LyVSgHuaoZOpl70KaNvroghAVptQ787z/w9bVOLmYxcCAZbG3pbkLoDwBLl0JwsElDly8PY8YYP96pE1y9qp9HKIQQQgghUh4pXolkcfz4cX788UfNuJw5c7JgwQJ0Op0VsjKdoii4u7uzdetWzVgPDw++/fZb7QJWly6QM6fJOURduEDkX3+ZHG8Ozs7OlCtXTjVGilcpX5486seleCWEEOK9FxkJs2YxmmpEod4SOTMVacNNfZ8yISxMq3gFqax1YN68vGndmowmhB4CXgcGgo+PycN/9x0UL/725/LkgS1bYM0ayJEjIckKIYQQQghrkuKVsLqXL1/SrVs3oqKiNGO9vLzImjWrFbJKGJ1OR506dUyOnzhxIqNGjVIvYDk6wtChmmPdByYBxYC1alMJLaRGjRqqx0+dOmXS91YkH62VV3fvpqJ2M0IIIYQlbNmCcusW67mnGToMG/0Sj3r1rJCYeN/VrAmZMqnHpKriFWAzZAhLTIh7DqwCmD3b5BerTk6waNH//z1oEFy5Ah9/nIhEhRBCCCGEVUnxSljdyJEjuXHjhmbc0KFDaZqCezgMHz48QavCfv31V4YMGaJe2Bk4UN94/R2RwHagLZAPGAfcABZduADXriU8+SSoXr266vGgoCD++ecfK2UjEkOreBUWBk+eWCcXIYQQIkWaMQMvdDznpmqYPfn5lrPw+ef6NtBCWJidHTRvrh5z9Cg8e2adfMzBoWFD+mTLZlLsbEC5cgUOHjR5/Dp1YOJE/Snz5kGGDIlMVAghhLCC69ev4+joiKOjI3fu3LHINdatW4dOp6NYsWJx9rIXIiWR4pWwqk2bNrFkifa8upIlSzJlyhQrZJQ0/fv3Z9myZdjYmPa/0vz58+nXrx+RkZHxB2TJAr16Gf55B/AACgCtgE3oC1kxDgDXrfx10ipegbQOTOm0ilcgrQOFEEK8x/7+Gw4dYhjq+3wCfEI+7LJnh86drZCYEHparQMjI2HXLuvkYhY6Hf1HjjQp9CJwGPSrrxJg7FioWzfBmQkhhBCqAgMDmTt3Li1atKBAgQK4uLiQIUMGihUrhru7O2vXrjV+D9CIUaNGERYWRq9evfjggw+Mxt2+fZuvv/6aypUrkzFjRuzt7cmcOTMffvghP/zwA48fPzZ6bvv27SlVqhTXr19ndgL/pgphTVK8ElZz//59+vbtqxlnb2+Pj48PLvGsQEqJevTowcqVK7G1tTUpfunSpYwfP954QKyZu5uB7wG1OsKSNWsgJMTUdJOsaNGiZMyYMd5j+fLlo3379uTR2lRJJCspXgkhhBAqZs5kHRBMuGqYDa7M4py+D5mTk3VyEwJo1gy03nqkttaBBUaMoKWddsEYYA7Apk1godnoImX67z+YPx+ePk3uTIQQQm/x4sUULlyYoUOH8ueff3L79m1CQkIICgri+vXrrFq1is6dO1OuXDmOHDli0pgnTpxg69at2NvbM27cOKNxq1atolSpUkyZMoVz584RGBhIREQEz58/5/jx44wfP56SJUuyb9++eM+3sbHhm2++AWDSpEm8fPky4V8AIaxAilfCKhRFoU+fPjw14ZXm999/T6VKlayQlfl07tyZ9evXY29vb1L85MmTOXHiRPwHixSBtm0B6Ao4aozlFRpK+Jo1piebRDY2NlSrVo106dJRv359vvrqKzZu3Mi9e/e4c+cO69evp0mTJlbLRyRc1qzg4KAeI8UrIYQQadmePfD6dTwHHjyA1asZhPZruqZkIKd9uL7tsxBWlCkT1K6tHvPnnxARYZ18zMLFhUEmbkT1BxAQFQW//WbZnESKsnw5DB4MOXNCmzawfr1V53AKIcRbvvzyS/r168fTp0+xs7Oja9eurFu3jpMnT3L48GEWL15Mo0aNALh69SqNGzdmw4YNmuP+8MMPAHTo0MHoqqvjx4/TvXt3Xr9+jY2NDb169WLTpk2cOnWKDRs28HH039OnT5/SunVrbt26Fe84nTp1Ik+ePDx9+pTf5G+qSKGkeCWsYv78+fz555+acXXq1OHLL7+0Qkbm17ZtWzZu3Iijo1a5CaKioujduzehoaHxB4waBUAmoL3GWA+BbVOnJijXpFq5ciWBgYHs37+fyZMn88knn5ArVy6r5iAST6fTXn0lxSshhBBp1a1b0KSJfjJH27b6G6KG/YF++40bYWE801h1BVCA2vDZZ/o7qUJYmVbrwOfP4fhx6+RiLs2mTCG/CXGRwG8AixbBmzeWTUqkCIoCPj76xxERsGULdOyo//Xbpw/s3w9qW0sLIYQ5zZ07l2nTpgH6DkRnzpzB29ubDh06UK1aNWrXrk2fPn3Ys2cPa9aswcHBgdDQUNzd3Tl//rzRcf38/Az3Trt27Wo0buLEiYZWhLNnz2bp0qW0adOGqlWr8umnn7Jlyxa++OILAIKDg/nll1/iHcfW1pZOnToZnlNC2xsKYQ1SvBIWd+3aNUZFF2PUuLm5sWLFCpPb76VELVu2ZMuWLTg7O2vGXrt2zTCjIo6aNaFcOQD6mXDdRb6+cOVKAjJNmqxZs6bq75PQLl75+1snDyGEEMLaNm3S/zckRP+4Z0/Inh0aNYhizvRQmpPOhFGcmMhOGDHCcokKoUKreAWpr3WgbdGiDChRwqTYhcCbJ09g7VrLJiVShBMn9G0D3xUUBEuXQsOGMHy49fMSQrx/bt++zejRowFwdXVl3759lC9f3mh8p06dWL58OQBhYWF069YNRVHijV26dCmKopA9e3bVjkZHjx4FIEuWLAwePDjemNjblRw7dszoWO7u7obntWfPHqNxQiQXKV4JiwoLC6Nr1668MWFG3Ny5cylQoIDlk7Kwjz76iD///JN06bRvfEyePJm///477gGdDgYMAKAuUFRjnJ3AnenTE5yreH9pFa9kCwEhhBBp1caNcT8XGQn7Dtgw7NUErhOsOUZ5qpGxbnlIZa2uRdpRvDgULqwek9qKVwB9JkxgJdBSI+4xsB5g9mz9shyRpsWsulLTurXl8xAirbhy5YrqR2BgYKLG9fX1VR33mWGpe8L8+++/quM+evQoUeMmxowZMwz3OD08PChSpIjmOZ07d6ZlS/1ftsuXL7PNyB/odevWAdCmTRvsVPaBDAsLA6BgwYJGYzJkyEDWrFkBjHd9AipVqmQYZ20SJ4ScOHGCb7/9lvr165MzZ04cHBxInz49pUqVYtCgQVy9elX1/J49e6LT6Qz3hu/evcsXX3xBsWLFcHFxIVu2bLRo0UKzs5dOp0On0+Hp6QnAnj17aN26Nbly5cLJyYlChQoxdOhQAlRaDnl5eRnGuXXrFqGhocyYMYMaNWqQNWvWt8aPERYWxrx582jQoAHZsmXDwcGBnDlz0qJFC3x8fIiKZ4nw6tWrDdcZEH0fOD537twhY8aM6HQ6ihUrRnCw9vuVNEMR7wV/f38FUADF39/fatcdN26c4bpqHx07dlSioqKslpc1HD16VHFwcNB87uXLl1fCwsLiDvDihaK4uCgKKFNM+Bp6OjkpyuvX1n+iIlUaO1ZR9O/04//Inz+5MxRCCCHM79EjRbGxUfsb+JkJr111ynXyKcrvvyf30xHvuREj1F/PgaLcuJHcWSZQZKSiFCum7Dbh/U/VmCd5/LhFUomIUJTJkxXF19ciwwsThYYqSpYs6j/nOXMqSnh4cmcqxNusdR/Oz89PuXr1quLn52fyOVq/X9etW5eoXLJmzao67pw5cxI1bqlSpVTH9fDwSNS4CRUVFaVkzpxZARRnZ2flxYsXJp+7a9cuQ75t27aNc/zWrVuG40uWLFEdq2LFigqgZMmSxWhMYGCgYbx27dqpjte5c2cFUAoWLGjak4nHsmXLNH+ubG1tlblz5xodo0ePHgqg5M+fXzl9+rSSPXt2o2ONGDHC6Dixfy48PT2NjpE+fXrl4MGDms/n9OnTSoUKFVR/7m7duqWULFlS9fnXrl1befr0aZxrubu7G2I2bdoU53hkZKRSr149BVDs7OyUU6dOGf9GJLPE/D7SIiuvhMUcOXKEyZMna8blyZOH+fPno9PprJCV9Xz44YdvLdM15sKFC0yZMiXugQwZ9PsoAD0A43Mu9Ja8eUPkmjUJT1S8l7QWOQYEpLJNvoUQQggTbNmitS+K9h6tWSlJkQK20KaN2fISIjFMaR24fbvl8zArGxsYOpTGQHGN0NPASYA5c8yexu3b0KABfP01uLtD9CR3kQx27YKnT9VjPvsMVBYpCCGEWcRePVa3bl0yZMhg8rmNGjXCxcUF0N8vfdfhw4cNj6tWrao6VswKnadPn/Lbb7/FGxN7mxK1FT0A1apVA+DmzZvcvXtXNdaYiIgIMmXKRI8ePVi6dCmHDx/m3LlzbNu2je+//56sWbMSGRnJ0KFD2bdvn+pYr1+/pkOHDgQGBvL1119z6NAhTp48yaxZs8iVKxcAM2fONLqXV4zt27fj6elJ8eLFWbJkCadPn2bPnj0MGDAAGxsbgoKCaNWqFbdv31Ydp0+fPly4cIHu3buzfft2zp49y8aNG6levToAr169omHDhly7dg2ATz75hC1btnDmzBnWr19PvXr1AP33vVWrVnH2Fps3b55htVnfvn158ODBW8d//vlnDh48CICnp6fmz0eaY7YymEjRrL3yKjAwUClQoIAJM1dR/vrrL4vnk1zCwsLirc6/+2Fvb69cvnw57gCnThmmk7Uz4Wv5Z4kS1n+SIlXatUt7pu6tW8mdpRBCCGFeLVuq/e27bNJr121UUpTp05P7qQihhIYqiqur+uu5jz5K7iwTITBQUVxdldkm/P/YBRTF3l5R7t832+V9fBQlffq3v47jxplteJFAHTtqv285eza5sxQiLll5lfZWXvn4+BiuOXbs2ASfX7NmTcP5d+/efevYoEGDFEBxcHBQIiIiVMeJiIgwrNaxsbFR+vbtq2zZskU5ffq08vvvvytt27Y1XOerr77SzOvgwYNJ/t4HBAQowcHBRo+/ePFCKVeunGEFUnxiVl7F3CeNb1XU3bt3lbx58yqA4uLiojx8+DBOTOyfjUqVKikvX76ME7NixQpDTPv27eMcf3clmdpquNGjRxvivv322zjHo6Ki3lpdNW/evDgxhw8fVmxtbRVAadasmaE72blz5wxdvWrXrq35s5HcZOWVSDWGDx/OrVu3NOM+//xzGjdubPmEkom9vT1Lly7F1tZWNS48PJxevXoR8e5SlypVoGJFAPqZcL1Fvr5w6VIisxXvk/z5tWNM+F9YCCGESDVevoS//lKLmKk5hiO5aOnqB336mC0vIRLLwQGaNlWPOXBA/7OfqqRPDz160ANw0whdBdwID4eFC5N82RcvoEsX6NoVgoLePjZpEsSaFC+sJDBQv2JWTcmShrfMQghhUU+ePDE8zpkzZ4LPz5Ejh+Hx03eWlMbsv5QlSxbNe4i2trb4+Piwdu1aypcvz+LFi2ndujVVq1bl008/ZePGjTRo0IBdu3aZ1BEre/bscfJIqDx58hhWlsUnQ4YMfP/994B+BdK7z/9dAwYMoG7dunE+nzt3bqZPnw7oV2gtX75cdZyFCxfi6uoa5/PdunWjefPmAGzatIn79+8bHaNhw4b07t073mOhoaEsXrwYgFKlSsXZBwv0e3DNmzePLFmyADAnnhXjtWvXZuzYsQDs3LmTOXPmEBISgru7O2FhYaRPnx5vb2/Nn420SIpXwuw2bNig+csDoHTp0kyaNMkKGSWvihUr8vXXX2vGnT59mhkzZrz9SZ0Oopf3NgE+0BhjC/Dw118Tk6Z4z3yg9cOEFK+EEEKkLXfvQrlyxo4GAj6aYyzCHnr21Ld3FiIF0GodGBYGe/ZYJxezGjIEN6CnCaEjAX77DcLDE325gwf1vx9Wr47/uKJAt276Yoqwnj/+gDdv1GO6dtW/bRZCCEt7GWs2SLp06RJ8fuxzgt6ZJfH48WMAMmXKZNJYvr6+rFq1iktGJrAfP36cFStWqBZlYmTOnDlOHkkVHBzMrVu3uHLlCpcvX+by5cvY29sbjl+4cEH1/F69ehk91rZtWzJmzAjAHpUXOWXLlqVy5cpGj8cUpCIiIjhw4IDROHd3d6PHzp49y4sXLwDo2bOn0eJS+vTp6dixIwBXr16N9/vi4eFhaOE4ZswYunTpYmhFOHfuXENrwfeNFK+EWd29e1ezlyqAg4MDK1euxMnJyQpZJb/vvvuOkiVLmhTn5+f39ie7dAFXV2yB+Ov8/xcBLF+1CoKDE5uqeE84O4PWRCGNtr9CCCFEqlKiBJw+DXfuwKxZ+v1s9N05AFYDIarntwS6cQeGD7d0qkKYrHlz7Rv327ZZJxezKlkSGjdmqAmhfwJh9+/rKx2JtHEj+Purx9y+DUNNSUiYjY/2nAK6dLF8HkIIAeDm9v/1wK9evUrw+bHPSZ8+/VvHYvbSMqV4dfjwYWrWrMnmzZvJkycP3t7ePHjwgLCwMPz9/Zk7dy7Ozs6sXLmSatWqGQogxsS+ptaKKDVPnjxh3LhxFC9eHDc3NwoWLEiZMmUoW7YsZcuWpWXLlm/FGuPg4EA54zPOsLe3p2L0ktvLly8bjdPaGyqmUKQ1jlousc+L2QPLmNjH47uenZ0dK1euJF26dLx584ZNmzYB0LlzZ7p27ao6dlomxSthVoMGDTL8wlXz008/Ub58eStklDI4OjqybNkybGzU/5d78+YNffr0ISr2TuJuboZX5L0BrUlli0NDUdasSVrC4r2g1TpQVl4JIYRIi/Llg2HDYN8+eOj9F8voiQ3xb3Yd20+gX+ZStKjFcxTCVDlyQKx7L/Havh1iv71INYYOpRigdRsvAvgRIJ42PKaaNAlKl9aO8/EBeatlHQEBsH+/ekydOvCeTkQXQiSDmLZvAA8ePEjw+Q8fPox3LMAwuT8kRH0yVWhoKJ999hkvXrwgZ86cnDhxgq5du5IjRw7s7e3JmzcvgwcP5vDhwzg5OREQEED37t1Vx4x9TWdn54Q+LUC/AqlEiRJMmjQJPz8/FEVRjVd7npkzZ8bOzk71/JgWjGr3oGO3Q1QbQ2sctYJi7PNijxef2K0mjV2vSJEib3Xvypo1K/Pnz1cdN62T4pUwm3PnzrF161bNuAYNGvDFF19YIaOUpXr16owcOVIz7siRI8ybN+/tT/bvD0A+oJnG+deBQ9H9X4VQo/VGT4pXQggh0rosa+eRj3NE8UI1rhZQHmDECCtkJUTCaLUOfPgQzpyxTi5m1aoV5M+P+i03vXkAR47A+fOJupSzM6xcqd9HTMvAgfoVnMKyVq/Wt2tU8x5PRBdCJIPYk/D//vvvBJ0bGRnJxYsXAciWLRu5c+d+63i2bNkA9SIK6PdDunv3LgDDhg0zuvdW6dKlDat1zpw5o9qmL/Y1Y/JIiLCwMDp27MjTp0+xt7fniy++4ODBg9y/f583b96gKAqKonDjxg3DOWrFLZ0JvWC1imOmjmMKU/eZ0rqeKTm/evWKZcuWGf799OlTzp07Z9L10yr1MqYQCbDQhE1yM2TIwPLlyzVXIKVV33//PZs3b+bff/9Vjfv6669p2bIlBQsW1H+icmX9x9mz9EPfGkPNomvXqHfhAiTz6jZFUQgJCVHdtFEkHyleCSGEeK/dvw/btrGB2UB/YC+wCNgMvL13ThlqQJEn0KiR9fMUQkOrVvDdd+ox27Zpr9BKcWxtYfBgfvzqK2YDaovHngI7gBZz5kD0xukJVb48TJwIo0erxwUGQvfusHevPkVhGVotAx0coEMH6+QiRFqj1iINIG/evIka9/Dhw0RGRho9nitXrkSNu3nzZkJDQ40eT0zBJTHKlClD5syZefbsGYcOHSIwMJAMJu6DumfPHl6/fg1A7dq14xyPeQ7Pnz9XHSd2C8BKlSqpxlauXJnF0X8TfX19jXbAin3NxHwt9+3bx3///Qfo92bq16+f5nXUPH36lMjISNWi0aNHj4C39+t6V+yVblrH1cZRE/u8Bw8eUKxYsSRdb9iwYYavpZubGy9fvqRHjx5cvHjR5P3Q0pr3s4IgzO7Vq1esWrVKM27+/Pnky5fPChmlTC4uLixZskQzLjg4mH79+r1dlY/eS6wVoL4QFTYAz2bOTHSeifXixQv++usvfvjhB1q1akWOHDn4/PPPrZ6HMI1W20B/f1B53SmEEEKkbl5eBEc6soougC3wEbAeCAB+BopHB6bnR85Dnz7amwsJkQzKl4c8edRjUuW+VwB9+uDq5ER9E0LHgn75VBL26xg50rQa9cGDIM0uLOfiRf2HmpYt4T29jydEkpUuXVr1w9SCzLtKlCihOm5iCwRFihRRHVerPZy56HQ6unXrBujb3i1atMjkc2fPnm143LNnzzjHy5YtC0BgYKChMBOf2O30IiIiVK8ZHv7/yVhqbfj8/Pzi5JEQV65cMTzu3Lmz0bgzJi4DDwsLU10pFhERwfnoldZlypQxGnf69GnV68Q+rjaOmtjnnTx5UjX21KlTqtf7/fff8fLyAvQ/I+vWrQMgICCAgQMHJiq/tECKV8Is1q1bx8uXL1VjOnbsyGeffWaljFKuunXrMmTIEM24vXv3vl3o+uwzcHPDHuipcW4osHLVKkjEBpIJtWPHDnr27EnJkiXJlCkTH330EePHj2f79u08fvxY85e3SD5aK68iIuDePaukIoQQQlhXVBQsWcIG2hPEuzdosgOjgWvAIRrShqy24dCjh/XzFMIEOp1268C//4boLkOpS5Ys0KULv5oQehG4++YNLF2a6MvZ2ICXl2lFkW+/hfe8k4/FrFypHSMtA4UQyWHEiBE4OjoCMGHCBM3OSgBr1qxh+/btAJQqVYpW8fzRrlOnjuGxWtHF0KEJ/Uo3NQcPHoz3vHfFXM/Z2ZnKlSurjhmf2EW0mNVl74qKijKpY1eM5cuXGz22ceNGwyquxo0bG427dOmSanvHpdGvF2xtbalfv77JucVWuXJlMmbMCOhzNrby8OXLl4ZiVKlSpeKsQrx37x79o7eMKVSoELNmzaJZs2YMHToU0N939/b2TlSOqZ0Ur4RZmDLbYOzYsVbIJHWYNGkS+bWWvQCjRo0iICBA/w9XV3B3B6CPCddYFBqKsnp1ErI0zenTp1m+fDm+vr7xHr98+TKvrFBEEwlnyubG0jpQCCFEmnTgANy4wSLib2uipwPqMI1L8PHHkMhWN0JYg1bxCiD6vlnqM3QoZYH4d/V420iAefOS1D4gb15YsEA7Ljxc//bMyH06kUhRUdrFq4wZoUULq6QjhBBvKViwIFOnTgX0XagaNWqkukpo3bp19IieAOXg4IC3t3e8W6lUq1bNUBSLvULnXY0aNTJszTF//nwuXboUb9yff/7Jxo0bAciTJw8VKlQwOmbM9apXr46DKZs/vqNo0aKGx8aKTmPHjk3Q3k3z58/nyJEjcT7/4MEDRkf393VxcTF8bY3p378/wcHBcT6/atUqduzYAcAnn3yS6JaWjo6O9O3bF9CvQJswYUKcGEVRGDp0KE+ePAEwFKRiH+/ZsyfPnj3D1tYWHx8f3NzcAJg6dSqlSpUynHf79u148/D09ESn06HT6Qyrt9IKKV6JJLt06RInTpxQjalatarqL8r3jZubm0kFv6CgIAYNGvT/9oHRrQOLgmbrjEvAqV9+SUqaJqlevbrq8aioKM6ePWvxPETCffCBdoyRv4tCCCFE6rZ4MdcowVHi7jkQW2XOUJHzEP2mVIiUqmFDcHJSj0m1rQMrVqRP9uw8MCF0MxB+61aSK3UdOpi22NLXF8aMSdKlxDsOHtReJdihg/bPuxBCWMrw4cMZMWIEAHfu3KFKlSp0796dDRs2cPr0aY4dO8bSpUtp3LgxnTp1IiwsDAcHB1asWGF0nypHR0caRfet3bt3r9FrZ8yYka+//hrQr+b58MMPGTduHPv37+f8+fPs2rWLwYMH07p1a6Ki9LtFTp48Od6CWcwYMSuvWrZsmaivR9OmTQ2tG7/55huGDBnCrl27OHv2LGvXrqVx48ZMnTqVWrVqmTRetmzZyJ07N02aNGHcuHEcOXKE06dPM3fuXCpXrsydO3cA+OGHH1RbRlapUoUzZ85QpUoVvLy8OHv2LPv27WPw4MGG9o9ubm5MmzYtUc87xvjx4ylUqJAhp3bt2rFt2zbOnTvH77//TsOGDVmxYgUANWvWNKywijFjxgz++usvAMaNG0fNmjUNx5ydnfHx8cHBwYGgoCC6detm+L6+NxTxXvD391cABVD8/f3NOvawYcMMYxv7WLhwoVmvmVb06dNH82sHKD4+Pv8/qVo1RQFlpQnn9QVFOXvWos/h6dOnmnlMnjzZojmIxMuWTVHA+McPPyR3hkIIIYSZPXmiKA4OSnO+V+C16t/B+QxQlDx5FCUiIrmzFkJTq1bqr+ucnRXl9evkzjJx1o4YYdL7JkCZAorSuHGSrxkYqCgFC6p/TWM+tm83w5MUiqIoSu/e2l/vgweTO0shtFnyPlxsfn5+ytWrVxU/Pz+LXUPEb/78+UrmzJk1/y6VKFFCOXDggOZ4q1evVgBFp9MpN2/eNBoXFRWlfP7554pOp1O9rr29vfLzzz+rXtPLy0sBFFtbWyUgICChXwKDnTt3Kk5OTkZzqV+/vnL58mXDv5ctWxZnjB49eiiAkj9/fuX06dNK1qxZjY43fPhwo7nExHh4eCgeHh5Gx0ifPr3R78uyZcsMcWrfixg3b95USpQoofr9qFWrlvL06dO3zrt48aLi6OioAEq1atWU8PDweMefPHmyYZyJEyfGOR77ecb3tbUWS/w+kpVXIklCQkI0e26mS5dOdcO+99m0adPInTu3Ztzw4cN5+PCh/h/Rq6/aAVqt2FcDL2NtCmkJmTNnfmuJcHxk36uUS6t1oLQNFEIIkeb4+BAUFsWfzAJyA8OAuO1eXAimC6ugd2+wtbV2lkIkmFbrwJAQ2L/fOrmY2yc//UQOI7PG3zUDYM8euHEjSddMnx68vfX7YGnp1QsePUrS5QT6n9ENG9RjPvgAaqsvmhVCCKsYOHAgN27cYPbs2TRr1ox8+fLh5OSEq6srhQsXpnPnzqxevZpLly5Rr149zfHatWtHzpw5URSF1SrbgOh0On799VdOnz7NwIEDKVOmDG5ubtja2pIhQwYqV67MF198weXLlw0t9oxZtWoVAK1btyZPnjwJ+wLE0rRpU86cOUPXrl3JnTs39vb2ZMuWjXr16rFw4UL27t1LunTpTB6vSpUqnDt3juHDh1O4cGGcnJzIkiULzZo1Y8eOHcycOdOkcTw9Pdm5cyctW7YkR44cODg4UKBAAQYPHsyVK1dM+r6YokCBAly4cIE5c+ZQr149smTJgr29PTly5KBZs2Z4e3tz6NAhMmfObDgnNDQUd3d3QkNDSZcuHT4+PtjZ2cU7/pdffmnI1cPD473qcKVTlJh+ZCItCwgIIF++fAD4+/uTN29es4zr4+NjWGppTN++fU1qkfe+2rZtGx9//LFmXPv27Vm/fj0EB0Pu3BAUxAhglsZ5ixwd6fv4MUT3S7WEbt264ePjY/R47ty5uZsqd4hO+zp2hPXrjR9v3BiiVy8LIYQQqZ+iQLly1L9sx0HOv3OwKtAX+AxwoyfLWKbrA//9Z9pGkUIks4AAiH7LZ9SgQfotoVKjb+vV46dDh0yKvQiU/fZb+OGHJF93/HjThvn4Y9i8GXS6JF/yvbV+vf79iZqxY2HiROvkI0RSWOo+3LuuX79OREQEdnZ2mhOLRco3efJkxo4dS9GiRfH19TXa7s8cbt++TeHChYmMjOTIkSMmt/WzlJ49e7J8+XLy58/PrSTMpNZF/yH28PDA09PTPMkJk1ji95GsvBJJYkpRql8/tY2wRatWrXB3d9eM27BhAxs2bIB06SC6YGjK7guLQkMheiaFpWjte3Xv3j0CAgIsmoNInPz51Y/LyishhBBpysmTcPkyh7kVz8HTwAAgF9CHOuyAJk2kcCVSjbx5QWub4W3b9DXc1Kj/9Okm38AYB+DlBZGRSb7ud99BtWracVu3wsKFSb7ce01lPqRB166Wz0MIIZLL0KFDyZYtG9evX2ft2rUWvdbEiROJjIzko48+SvbClRDGSPFKJNo///zDIY2Zb+XKlaNq1apWyij1mjFjBtmyZdOMGzJkCE+fPjW0DiwLqJeN4BRwccYMi75Lfbd4pdPpKF26NL1792bBggWcP3+eXLlyWez6IvG07sfduQPv216QQggh0oZr1+DZs3c+uXgxK8lDFC9UzgwGjtKGv0AmYYlURqt1oL8/XLpknVzM7YMqVWhhQst1gN1AVECAvn1gEtnb64sqpnQ7GjkS/vknyZd8Lz19Cjt2qMdUrAilSlknHyGESA6urq5MmDABgB9++IEoC92QCQgIwMvLCxsbG6ZOnWqRawhhDlK8Eonm6+tLpkzquy7169fPsFxTGJc1a1bmzp2rGffo0SM+//xzKFsWatYEwJRbKot9fcGC/VDLly9Pu3btmDhxInv37uXFixdcvnyZJUuW0L9/f8qXL4+t7BWRImkVr8LC4MEDq6QihBBCmNXAgZA9OzRqBHPmQIDvK1izhhFot1LOQA6yZHOA1q2tkKkQ5qNVvAL96qvUatCIESbFhQFLAJYsMct1ixaFGTO040JCwN0dwsPNctn3yoQJEBGhHiOrroQQ74P+/fszceJEOnbsyL179yxyjTt37jB27FiWLVtG+fLlLXINIcxB9rx6T1iq125ISAh//PEHixYt4uDBg28dc3Jy4t69e5oFLqGnKArt27fnjz/+0IzdunUrrZ48gV69eIW+uc0rlfiMwL2ePXFetsw8yYo04/JlfS1UzdGj8OGH1slHCCGEMIfHjyFnzrirhytxiHM0ANRnsc6nHgNHV4Wff7ZckkJYQFSU/mf/8WPjMTVrwrFj1svJnCIjIqjl6kpUaCinNWKLA7729nDvHmTNmuRrKwq0awebNmnHfv01TJqU5Eu+N06e1P9cqt2dsrHRrxw0cfGdEMlO9rwSImFkz6vUT/a8EimOs7Mz7u7uHDhwAF9fX0aPHm1of9ehQwcpXCWATqdj7ty5Jn3NBgwYwIuPPoIMGXBFv624Glvg2po1EBRkjlRFGqK15xXIvldCCCFSny1b4m97e44FaBWudORhAAehTx/LJCeEBdnYQMuW6jEnTqgXt1IyWzs7jo8fzx5Aq7/HP8DD8HCz7f+r08GiRfrioJbJk2HlSrNcNs0LD9d3aNWaVt2okRSuhBBCiPeNFK+E2RQvXpyff/6ZgIAA1q1bx6hRo5I7pVQnZ86czJw5UzPu3r17fPPTT9C9O2C8dWBjYC1wF6j05o28gxJxuLlBliz6N+O5c+tXWHXpAmPHwoIFsGuXfq96IYQQIjXZuNHYkd81z61GVXS1a0OJEmbNSQhr0WodqCjw55/WycUSdD16kN7GhgomxH4D+taBZmo4kzUreHmZFturF7zTnETE45dfTNuHLXrbZyGEEGmUl5cXiqIkadUV6DtbKYoiq67SCGkb+J6w1nJlkXSKotCqVSt2aOxWa2dnh9+2bRRs1gwFqABcBHIDvYA+QMF3TypfHv7+W1+pECKav79+TxBHx+TORAghhEi6ly/1N5jDwt49cgyopXG2LXfJQO7lvxomCQmR2gQF6f8fUNt3qUMHWLfOejmZXatW/L59O+01wtIDgaDf/7dSJbNdfvhwmD1bOy5jRn2LxpIlzXbpNOXGDShTBt68UY+rUwcOHNCvLBQitZC2gUKI9420DRTiPaDT6ViwYAHp06dXjYuIiOCn9euhVi10wCRgC3Ab+JF4ClcAFy7AqVPmTlmkcvnySeFKCCFE2rFzZ3yFK4DvNc+1Jxe5M0RCe61b4kKkXOnTQ7166jG7dhn7/ySV6N2bdoCLRlgQsBv0q6/MaMoUKF1aO+7FC2jRAh4+NOvl04zcuWHkSLCzMx7j4KDvCCGFKyGEEOL9I3/+hUiB8ubNy7Rp0zTjvLy8+K9tWwBaAB8DKq/79RYsSGp6QgghhBApVvwtAyOAvZrnfkF+cHcHF61b4kKkbFqtA4OC4PBh6+RiEa1aocualdYmhHqAft+rkBCzXd7ZWd+R3ZQJYLduQY8eZrt0muLsDBMnwrlzUKNG/DHjxsnKNSGEEOJ9JcUrIVKovn37Ur9+fdWYyMhIfrxwATJlMn3gNWv0UwCFEEIIIdKgkBCwtX33s7PQF7DUuDCRY9C3r2USE8KKtIpXANu2WT4Pi3FwgG7dmGRC6Ckg5MUL2LTJrCmULw/LlmnHFSgAM2aY9dJpTtmycOQIzJ2r35M3RokS8PXXyZeXEEIIIZKXFK+ESKF0Oh2TJ0/WjFuxahX/tmlj+sAhIeDjk4TMhBBCCCFSro0b9S26vLygTaNXOBGCvnilriwNsalcCSpWtHiOQlha4cL6G//GpE+fBtqw9e5NAaCARlgUMAVg6VKzp/DZZ/DTT8aPV6sGJ06ofy+Enq0tDB4M165BdHMRFiyQ9uZCCCHE+yy1v1wVIk2rXr06LVq0UI2JjIzkh+fPEzbwggWgKEnITAghhBAi5cqSRd+ma1PlH9hBIfS7gqqxYSOnZdWVSFPeXX1VrBh88QXs2wdPnsD06cmTl9mUKQPVqjHMhNCFAHv36nv4mdnYsfH/6mjTBvbvhxw5zH7JNC1PHvjjD30rwbp1kzsbIYQQQiQnKV4JkcJ5enpqxvhs3YpflSqmD3r5sn4KoBBCCCFEWhUeDl5e9CanZqgT5Sns8hK6dLFCYkJYR5s20LAh/PIL/POP/mP6dGjQAOztkzs7M+ndm2Fo7/t7H7ikKPolmWam08G8efDRR///3IgR8Pvvsn1eUsgiWCGEEEJI8UqIFK5q1aq00mhaHxUVxQ8J7aewYEESshJCCCGESOG2bSPy0SNucU0zdBjZoWNHfS81IdKI2rX1i41GjtSvukqTOnfG3skJUxbofAP6Taqiosyehr09rF8PFSro97eaMSO+vfeEEEIIIURCSPFKmCTKAi/whem0Vl/Z2NjgUKQIUZkzmz7o2rWQ0HaDSRAREcH58+dZsGABDx8+tNp1hRBCCPGeWrSIzykDhGoEZmISf0G/ftbISghhThkyQPv2qGw7ZbALiLxzR9830QLSp4eTJ/WrroQQQgghRNJJ8UqYpEuXLrRr144///yTyMjI5E7nvVO5cmVat24d5/M2NjZ069YNX19flnh5YdOzp+mDvnkD3t7mSzIWRVHw9/dnw4YNfPnll9StW5cMGTJQsWJFBg4cyMGDBy1yXSGEEEIIAPz9YedOFhGkGVqE6tiWLA41a1ohMSGE2fXpQw0gi0ZYGPAHwNKlFkvFwcFiQwshhBBCvHekeCU0PXz4kN9//52NGzfSokULChUqxIQJE/D390/u1N4rsVdf6XQ6unTpwtWrV1mxYgVFixbVH+jfP2GDLlgAimK+JNEXrooVK8YHH3xAhw4dmDZtGocPH+b169eGmJMnT5r1mkIIIYQQb1m6lGtKOkK5oxGoYz3X9KuudDqrpCaEMLO6dVmUNSumbOP1O8Aff1i1A4UQQgghhEgcKV4JTV5eXkRERBj+fefOHTw9PSlQoACtWrVi8+bNbx0XllGxYkXatWtH586duXLlCitXrqR48eJvBxUvDvXrq44TAWwBWgPTr16Fo0fNmqdOpyNHjhyqMVK8EkIIIYTFREbC0qV0pqBmqAMlqWB/D7p1s0JiQgiLsLFhR7ZsPDAhdCPwNDQUVq2ydFZCCCGEECKJpHglVEVFRbFo0SKjx7Zv3067du24f/++lTN7P61du5bVq1dTsmRJ40EDBsT76f/Qb1L8AdAG2AosBJTffjN7njVq1FA9fvbsWcLDw81+XWE+r17BlSuwYwfMmwdjxsgEVSGEEKnEX3/BnTtcwU8ztCf5oW1byJrVCokJISyl+8iRJsWFAavAoq0DE+vZs+TOwDImTIBr15I7CyGEEEKkRlK8EqoOHDjAjRs3VGOaNWtGvnz5rJTR+83Ozk47KNYNmFBgLdAYKAxMBGKXGf2A0+vWmb0qUb16ddXjb9684dKlS2a9pkiae/egfXuoUgWyZQM3NyhTBlq2hCFD4Oef4d9/kztLIYQQwgSLFzOZdEQSqhHoylx261sGCiFStRbdu5PJlPdKwBJAOXcOzp+3aE4JcfQoFCsGixcndybmtWkTeHpChQr6/4Zq/VoWQgjB9evXcXR0xNHRkTt3tFpgJ68WLVqg0+nw8PBI7lREGiXFK6HK2Kqr2PrJG/6UxdERevUCYCfQGdirEu4dHg7r1pk1Ba3iFUjrwJTGyQl+/x3OnoUnT+KPuX3bujkJIYQQCfbwIWzezA9EaYYWoAp2BT+Ahg2tkJgQwpIcHR3pbOL/yxeAvwGWLbNkSiZbuxYaNYKnT2HgQNi1K7kzMo+gIBg6VP84LEy/AqtCBTh0KFnTEkIIswoMDGTu3Lm0aNGCAgUK4OLiQoYMGShWrBju7u6sXbuWyMjIBI05atQowsLC6NWrFx988EGc41FRUVy9ehUvLy8GDx5M1apVcXR0RKfTodPpOHDgQIKu9/r1a37++WeqVatG5syZcXV1pWTJkowePVqzeDZ+/HgAfv75Z/z9/RN0XSFMIcUrYdSTJ0/4448/VGNy5sxJy5YtrZSRMFn//gC0ALJphK4Bwr28zHr5fPnykTNnTtUYKV6lLJky6Vdbqbl1yyqpCCGEEIm3YgUBERG8JkQzdD1+0KcP2MhbIiHSgu7ffGNy7BIAH59kXQqkKDBlCnTu/P80IiOhQwe4cCHZ0jKbb7+Fu3ff/pyvL9Srp3+7Ki3JhRCp3eLFiylcuDBDhw7lzz//5Pbt24SEhBAUFMT169dZtWoVnTt3ply5chw5csSkMU+cOMHWrVuxt7dn3Lhx8cZ4e3tTunRpevXqxfz58zlz5gxhYWGJeg43btygUqVKjBkzhtOnT/P8+XOCg4Px9fVl+vTplCtXjh07dhg9v0aNGjRp0oSQkBB+/PHHROUghBp5pyaMOnz4MBEREaoxvXv3xt7e3koZCZMVKQKNGmGPfuWVmifAzhMnzNoTTqfTqa6+yp49O25alRJhVTodFCigHiPFKyGEEClNUBAEBET/Q1Fg8WLakFHzPCeyUcXmAfTsacn0hBBWVL1OHYpmzKgakx0YDQwF/SZTmzdbPrF4RETAoEHw9ddxj718qW/d7ae9bV+KdfIkzJlj/PiiRVCypL5dohBCpEZffvkl/fr14+nTp9jZ2dG1a1fWrVvHyZMnOXz4MIsXL6ZRo0YAXL16lcaNG7NhwwbNcX/44QcAOnToEO+qKwBFUQyP7e3tqVixImXLlk3wc3j16hWtWrXin3/+AfSdtfbu3cuxY8f46aefcHV1JTAwkA4dOnDx4kWj44waNQqAZcuWcffdWQtCJJEUr4RRbdu25fbt20yYMMHoL8w+ffpYOSthsuh2jt1MCPUGWLHCrJePKV45OjpSs2ZNRo4cyZo1a7h58yYPHjxg9uzZZr2eSLr8+dWPS9tAIYQQKc369ZAvH1SrBpMG3OKanw1/E6R5Xmsy6+8O58ljhSyFSNkURb8i5uDB5M4kaXQ6Hd26dAEg9u5XNkArYCMQAPwMlIw5uHSpFTPUe/kSPv4YFiwwHnP3LlSqBN7e1svLXMLD9W9FY91bjVdoKBQubJ2chBDCnObOncu0adMAfeehM2fO4O3tTYcOHahWrRq1a9emT58+7NmzhzVr1uDg4EBoaCju7u6cV9lv0c/Pjz///BOArl27Go0rVaoUM2fO5Pjx4wQFBXHu3DnatWuX4Ocxbdo0fH19AZg6dSoLFy6kYcOG1KxZk3HjxrF7927s7Ox4/fo1n3/+udFxGjduTPbs2QkPD2f+/PkJzkMINVK8Eqry5s3L+PHj+e+///jzzz9p164ddtEb4TZu3JhChQolc4bCqDZtIEMGqgDFNUK3AC+8vCBKe38IU3Xt2pXTp08TFBTEsWPH+OWXX+jUqRMFChRAp9OZ7TrCfGTllRBCiNRm40b9f0+fhnGLClKK0Sia+13pWI4f9O1r8fyESIkiIuDMGfj1V2jXDnLk0K+CSQvzEnt+/TUr8udnP1AUmAT4A1uBT4A4PUN27wYr79Fx7Jhp+1oFB0P37voFoq9eWTwts/nlF7h0STtu6lTQ6DQvhBApzu3btxk9ejQArq6u7Nu3j/LlyxuN79SpE8uXLwcgLCyMbt26vbVyKralS5eiKArZs2enSZMmRsesVq0aw4cPp0aNGjg5OSXqeYSHhzNz5kwASpYsaVg9FVvNmjUNixb279/P2bNn4x3L1taWTp06AeDl5UWUGe8tCmGnHSKE/hdRs2bNaNasGQ8ePMDLy4sKFSokd1pCjZMTdOqEbuFCugHfqoSGAhv8/el75AjUrWuWy+fLl498+fKZZSxhHVorr27d0s+glNqjEEKIlODlS/jrr3c/+53meTnIhVMuBVq0sEheQqRUR4+CpyccP64vjLzrxg24fx9y5bJ6amaTL18+uo0ZgzJkCP8Ami9bFQWWL9dv0GQlTZvC9OnwxRemxS9fDidOwNq1oHJ/NEW4cUP/M6alTp20USwVIrW6cuVKcqdgdnnz5iVDhgwWv86MGTN48+YNAB4eHhQpUkTznM6dO+Pj48P27du5fPky27Zt4+OPP44Tt27dOgDatGljWDhgKQcOHODFixcA9OjRAxsje8D27NmTBdFLhf/44w8qV64cb9ynn37K7NmzuXv3LkeOHKFuIu8tBgcHs23bNv766y/OnDnDzZs3ef36NRkzZqRUqVJ8/PHHDBw4EFdXV6NjxEyY9/DwwNPTkz179jBr1izDnl65c+emRYsWfP311+TNmzfeMby8vOjVqxcAN2/eJFeuXMyePZtVq1Zx48YNFEWhZMmSdO/enYEDB2JraxvvOPXr1+fgwYPUq1ePAwcOcP36dWbOnMmuXbu4e/cuISEh3Lx5kwKxZpPfunWLmTNnsnv3bu7cuUNkZCR58uShYcOGDB06NE6LSEVRaN68Obt27cLGxoaDBw9Su3btePOZOXOmYRXduHHj+Omnn4x+HVMMRbwX/P39FUABFH9//+ROR1jJy927lUmgbIv+3qt91AVF6d07uVMWyWj9ekXRv4N/+8PeXlEKF1aURo0U5fXr5M5SCCGE0Fu79t2/Wc81X+8AymbyKMq4ccmdvhBWd+RI/K/1Yn+sXZvcWZrBs2eK4uio/WRjPgoWVJTISKumGBWlKEOHmp4i6J/S3Ln6c1OiqChFadJE+3k4OCjK1avJna0Qlmet+3B+fn7K1atXFT8/P5PPMeX1Umr7WLduncW+xjGioqKUzJkzK4Di7OysvHjxwuRzd+3aZci1bdu2cY7funXLcHzJkiUJzs3Dw8Nw/v79+zXjv/vuO0P88ePHjcaFh4cr6dKl0983rFvXaFxwcLBia2urAMqECRMSnH+MevXqaX6vCxYsqFy7ds3oGDFxHh4eiqenp9Fx0qdPrxw8eDDeMZYtW2aIO3funFK5cmWj49SuXVsJCgpSfT716tVTNm3aZPhaxv64efOmIX758uWKo6Oj0WvZ2toqEydOjHOd+/fvK1mzZlUApUCBAkpgYGCcmCtXrihOTk4KoFSpUkUJCwvT+G4kXGJ+H2mRtoFCpEHBwcFMnTqVgl26MBZYAGjNeTgE3Fq7Fl6/tnyCIkUqW1bfn/6nn8DHB44cgYAACAmBf/+FPXvA2Tm5sxRCCCH0Nm169zPaq65scKI1d2XKv3gvVakCjo7qMUeOWCcXi8qUSd8P0VQ3b1p9wy+dDmbM0O99ZarQUBgyBNq3h+fPLZZaooSEwFdfxbcaNq6xY/VtKoUQIrW5cuUKz549A6Bu3boJWunVqFEjXFxcADgSzx/bw4cPGx5XrVo1iZlqu3btmuFxiRIljMbZ2dlROHqDwtjnvMvFxYXSpUsDbz+XhIqIiKBs2bJ88803bNy4kZMnT3LixAnWrl1L586dsbGx4ebNm3zyySeGFXDGbN++HU9PT4oXL86SJUs4ffo0e/bsYcCAAdjY2BAUFESrVq24rbHB+4ABAzh79iydOnVix44dnDlzhlWrVhm+T0eOHMHd3V11jDt37tC1a1dcXFyYPHkyR48e5cSJE8yePduwimz79u307NmT0NBQXF1d8fDw4PDhwxw/fpzp06eTNWtWIiMjGTduXJy9xXLmzMmSJUsA/cqtIUOGvHU8LCyMLl268ObNG1xcXFi5ciX29nGaKadMZiuDiRRNVl69H4KDg5Vp06Yp2bJli1Od/8aEmSo/gqKsWpXcT0MIIYQQQlVoqKKkT//ujP64r3/e/WhKUf1SYiHeU3XqqK+KqVAhuTM0k7/+Un2i4aBsB+VTUP4BRenaNVnSfPVKUerWTdgKLFCUDz5QlKNHkyXlOHbsUJRChUzLu3hxRXnzJrkzFsI6ZOVV2lt55ePjY7je2LFjE3x+zZo1DeffvXv3rWODBg1SAMXBwUGJiIhI8NgJXXlVvXp1BVDSpUunGduyZUvD2G9Ufon36tXLMGZUIpcJa/0c//XXX4qNjY0CKIsXL443JvbPRaVKlZSXL1/GiVmxYoUhpn379nGOx155BcS72ik8PFxp2rSpIWbbtm1xYmKvJMudO7dy+/bteHMOCwtT8uTJowCKq6ur8vfff8eJuXXrlpIrVy4FUFxcXJTHjx/Hienfv7/heqtXrzZ8fvTo0YbPL1iwIN4czEFWXgkh4hUSEsKvv/5KoUKFGD16NI8fP44TcwrQmGiJN6BEbyQphBBCCJFS7dsHQUGxP3MSiPv6511/8B/07WuptIRI8erUUT9+4QIEBlonF4tq2DDeDV3/Bb4B8gMtgd+BZQAbNiTLE0+XDnbtgmHDEnbenTv6rYonT4aoKMvkpiUgQL8KrEUL+O8/085ZuFB79Z8QQqRUT548MTzOmTNngs/PkSOH4fHTp0/fOhYQEABAlixZjO6fZE4vX74EUN07Kka6dOkMj1+9emU0Lnv27IC+G1TMfloJVbRoUdXjjRs3pnXr1gBsituGIY6FCxfG+xy7detG8+bNDePcv3/f6BjlypXjq6++ivN5Ozs7Fi9ebFjBNG/ePNVcJk+ezAcffBDvsY0bN3L37l0AvvnmGypUqBAnJn/+/Pz8888AvH79mmXLlsWJ+fXXXylevDgAgwYN4s6dO+zfv5/p06cD0Lp1a/r376+aZ0ojxSsh0oCAgAC+/PJLHj58aDTmLyD+7fr+7x/gzO7dcO+eOdMTQgghhDCr//4DJ6fYn/la85y8FMIlcwZo29ZieQmR0mkVrxQFjh2zTi4WZWMD0RutBwPLgXpAUWAiEPvdznIg4s0bWLPG2lkC+t9ls2bBxo36joemiozUt+Br1gxU3gaaXXg4TJ8OJUrA77+bfl7fvvqCmxBCpFYxBR94u6BjqtjnBL09C8swCT1TQv4QJEFMyz0HBwfNWMdYsw5CQkKMxmXOnNnwOL5J9Ynx+PFjrl+/zuXLlw0f2bJlA+DChQuq55YtW5bKlSsbPd67d29A36rwwIEDRuN69OiBjU38JZS8efPy0UcfAXDgwAEiIyPjjXNwcKBDhw5Gr7Fnzx4AdDqdIa/4dOjQwdCuMuac2GK3BHzx4gXu7u706NEDRVHImTMnixcvNjp2SiXFKyHSgKJFi9K1a1fNuOcmjOWtKLBqVdKTEkIIIYSwkMGD4ckT+P3zQ3zGMkB7o565REH37jLtX7zXPvxQX9cxJmNGePTIaulYVs+eoNMxAuiJfo/f+NwHdgJE7xWRXD75BM6fh1q1EnbeX39B+fKm7TeVVEePQuXKMHo0BAebfl6OHDB1quXyEkIIa3BzczM8VluBZEzsc9KnT//WsZi9tKxVvHKKngUWFhamGRsaGmp47KyyEXrs3N9dWZYQR48epVOnTmTJkoXs2bNTrFgxypYta/hYtGgR8PZKuPho7R1WrVo1w+PLly8neZzXr1/zn5GlyEWLFjV8zeMTc/0CBQoYVrDFx8HBgYoVK6rmXLlyZb7//ntAvx+Xv78/AMuWLTMU/lITKV4JkUZ89913mkuLzwEZNcZZA4R7eemnXQohhBBCpFDp0kG7fybjzAIgQjXWgay05pa0DBTvvfTp9YWOGHnzwmefwbx5cPEiPH0KPXokX35mlT8/NGpENxNClwKcPg2XLlk4KXUffAAHDsA334BOZ/p5Dx9C06Ywbpx+ZZS5PXkCvXtD7dqJ+xLNnZuwVWVCCJESZcmSxfD4wYMHCT4/drek2GPB/4tJaiubzCmmEGdKES441mwFtTaDsXNXK3Kp8fT0pHbt2qxbt85Q0DPlevFRKwLB220c1a5ljnG0ipIx58Uey5iYlpVqOY8ZM4ZixYoZ/t23b1+aNWumOXZKJMUrIdKIwoUL08OEd5q5NY4/BnZduaKf9ieEEEIIkVI9fAi7d7OZPJqhNSkLNWtC6dJWSEyIlO2rr2DFCrh5U7930qpVMGgQlC2rviorVerdm7pAYY2wrcAjgHj2j7A2Ozv48Uf9SqqEbKmiKDBpEtSvD7dvmyeXqChYtAiKF0/cl0ang8WL4dNPzZOPEEIkp/KxZn/8/fffCTo3MjKSixcvApAtWzZy53777lzMihitgo255M2bFzBtf6qYlTvZsmV7q4Xgu2LnnpgVPnv37mXChAkAFCpUiHnz5nHx4kVevHhBREQEiqKgKArfffedSePpEjILJAnjKCZM/jd1HzNTcjblejt37sTPz8/w7yNHjlitMGpudsmdgBDCfL799ltWrFhBRETc2cfF8uRh/N27FAI+1BjHG2i1YgVEL0UVQgghhEhxVq/mRaQtT9mnEWjD75yAPrOtkpYQKV2nTsmdgRW1bYsuY0Z6vXjBtyphEcC3wEJvb5g8GUzYA8TSGjXSzyfs3h127zb9vGPHoFQpqFBBX3QqWVLf5i+h9/DOn9cXNU+cSNh5MSpUgPnzoUaNxJ0vhLActRZpqVVMMcaSypQpQ+bMmXn27BmHDh0iMDDQsP+Qlj179vD69WsAateOuyN9TLHn+XNTNvxIulKlSvF79MaFvr6+1DDyyzoiIoIbN24AULJkSdUxY+eeNWvWBOcU0w4wY8aMHD9+3OiKJ1O/Rg81NoSMfTz2fl3xxcVexfSuR7H6LauNoybmPFNW9MXkbexajx8/NuyblT59eoKCgvD19WX06NHMnTs3UfklJyleCQD++ecf7OzsKFSokNkq08L6ChYsSM+ePd/agK9IkSKMHz+ezzp0wK5gQZQHDygG+Bkfhs1AoI8PGaZOBXt7S6cthBBCCJFwPj4MpDWwQTXMlQ/J4nQG2re3Tl5CiJTDyQnc3ekxdy7fAWpzlZcAM548wWXbNmjXzkoJqsuRA/78E6ZN07cSjGeOYrxev9YXsY4d07ci/PJL068ZFATjx8Ps2fqVVwnl5qZfOTZ4sH4VmRAi5SktK9ETRafT0a1bN2bOnElISAiLFi1i9OjRJp07e/b/J1H17NkzzvGyZcuyZs0aAgMDefTokWaruqSKXUA7ePCg0eLVmTNnDG0Da2lsyhiz0qdYsWKqK7SMuXLlCgANGzZUff5nzpwxabzTp0+bfLxMmTKqcXXq1NEcx8XFhUKFCpmU27vKlCnD8ePHuXXrlur3Pzw83LDqz1jOffr04eHDh9jY2LBp0yYWLlzImjVrmDdvHq1ataJ58+aJyjG5pLWmACKRvv/+e4oUKULBggXp06cPK1eu5P79+8mdlkiEb775Bjs7OwoXLoyXlxfXrl2jW7du2EW/cdOBZt/3UGDDkycJm+KXAMHBwezbt48ff/yR5s2bGzYbFEIIIYQwybVrcPYsWwjSDB1FVmjdGkycGSuESGN69yYPUFMjLAr4GWDJEounlBA2NjBmDBw+DAUKJPz8EiVMj92+XR8/c2biCledO4OvLwwfLoUrIUTaNGLECENhZsKECfz777+a56xZs4bt27cD+hVPrVq1ihMTuziiVXQxh/r16xtWjS1fvtxoKzovLy/D47Zt26qOGVNUUiv0qInpIhWzQi0+58+f54SJS4IvXbqk2t5x6dKlgL6lX/369Y3GeXt7G/363L17l93R907r169vcnvAdzVu3BjQtwSMySs+GzZsIDAw8K1zYvvtt9/YunUrAKNGjaJBgwbMnz+ffPnyAdCrVy8eP36cqByTixSvBIqisG+fvt3K7du3Wbp0KV27diV37tyULl2aYcOGcfz48WTOUpiqQIECHDx4kGvXrtGjRw/sYr9r6N4dgK4mjOMNsHy5WXJ6/vw5a9euZcSIEVSpUoUMGTLQqFEjvvvuO3bu3Mn58+e5d++eWa4lhBBCiPeAjw+XyUEI+zUCyzCezdBNa+qOECKtuuroSDknJ46ZELsQYOdOuHvXwlklXI0a8PffCd8/KiHFKxsbSMwc1qJF9fMeV6+G3FqbLAshRCpWsGBBpk6dCsCrV69o1KgRFy5cMBq/bt06w/70Dg4OeHt7YxPPBpPVqlUzFMVOnTplgczf5uDgwPDhwwG4du0a06ZNixNz/PhxlkRP6KhXrx5Vq1Y1Ot5///3HkydPgMQXr4oWLQro92f677//4hx//PgxXbuackfz//r3729YORbbqlWr2LFjBwCffPIJuXLlMjrG+fPn+fnnn+N8PiIign79+hEWFgbAoEGDEpRbbG3btjXsgzZx4sR4f6b8/f0NK/1cXFzo1avXW8f9/PwYNWoUoN+f7ccffwT0bRiXL1+OjY0NDx8+pF+/fkbzKFCgADqdLkV1ZZO5MIJr164Z7al59epVrl69Sv78+alZU2uumkgpPvzQyK5W5cpBhQoUOH+eOsBhlTEOAnc2b+aD588hU6Yk5fPPP//QuXNn1ZijR4/SoUOHJF1HCCGEEO+BqCjw8WEAjYGVqqGF+RCbrA+gaVPr5CaESHE+yJ+f/0xcRnQPuBIVRekVK2DsWMsmlggZM8L69bBgAXz+OYSGap+TkOJV8+b64lj0NiianJz07Qy//BIS0SFKCCFSpeHDh/Pff/8xc+ZM7ty5Q5UqVfjss89o3bo1+fPnJzw8HF9fX1atWsXevXsBfbFoxYoVVKpUKd4xHR0dadSoETt27GDv3r1MmDBBNYfYK6JAX2CJsXPnTm7dumX4d5EiReLdZ+vLL79k7dq1+Pn5MWbMGP799186d+6Ms7Mz+/fvZ+LEiURERODs7MyMGTNU84l5nra2tjRN5Ovu7t27s3XrVl69ekW9evX46quvqFy5MoqicOzYMX755RcePHhAzZo1TVpkUaVKFc6cOUOVKlX46quvKFu2LIGBgWzYsIEFCxYA4ObmFm/h7t1xvvrqK86fP0/37t3Jnj07169f55dffjEUGj/++ON4V9SZyt7enoULF/Lxxx/z8uVLateuzZdffkmjRo2ws7Pj2LFjTJ482bC/1rRp097aVyw8PBx3d3dev36Nk5MTK1euxCHW/p0NGjTgiy++YNq0aWzevJlFixapFrFSFEW8F/z9/RX0Lb4Vf3//t47NmjXLcMzYx7lz55Ipc2F2v/yiKKAs1PieA8pEUJQFC5J8yTdv3iiOjo6q1xoxYkTSn5uwuKgoRXn1KrmzEEII8V47eFBRQLGlusZrGZ2yhhqKMnRocmcshEhm3Tp21HzvE/PRGhSlSBH9C98U7MIFRSlRQlFA/WPfvoSN6++vKOnSaY/booWi3LhhmecmRFqgdh/OnPz8/JSrV68qfn5+FruGiN/8+fOVzJkza/5dKVGihHLgwAHN8VavXq0Aik6nU27evKkaa+rfNEDp0aOH0XGuX7+uFC1a1Oi56dOnV7Zu3aqZe/369RVAadq0qWasml69ehnNxdbWVpkxY4bi4eFh+Fx8Yo55eHi8FRvfczP2fVm2bNlb98QrVqxodJxatWopQUFB8Y5Tr149BVDq1atn0vP38vJSvX9qa2urTJw4Mc5548aNM8TMnDkz3rFDQ0OV8uXLK4CSLl065fr163Fi8ufPr/q11WKJ30dpom3gnTt3GD16NCVLliRdunRkzpyZatWqMW3aNNU+mabw9PQ0LJfT+jhw4IDmeE+fPsXDw4Py5cuTIUMG0qdPT/ny5fHw8ODp06dJyjWxYqrjxmTJkoXy5ctbKRthcZ99Bra2dAC0Jsd5A8o7szkSw9HRUXV5MehXXomU4flzOHkS1q2DqVNhyBBo2RLKlNFvwJzIFeBCCCGEeXh78xvFieSkapgtdenECWkZKISgewJmF+8EIv/9F44csVxCZlCuHJw5A717q8clZOUVQN68oDbhP29e+OMP2LYNErkvvRBCpAkDBw7kxo0bzJ49m2bNmpEvXz6cnJxwdXWlcOHCdO7cmdWrV3Pp0iXq1aunOV67du3ImTMniqKwevVqKzwD/aqsv//+mylTplClShUyZsyIi4sLxYsXZ+TIkVy8eFFzRdHdu3c5dOgQAIMHD05SPkuXLsXb25s6derg5uaGo6Mj+fPnp1u3bhw7dowRI0YkaDxPT0927txJy5YtyZEjBw4ODhQoUIDBgwdz5coVk74vmTJl4tixY0yaNIkKFSrg5uaGq6srVatWZfbs2Rw8eBA3N7fEPuW39OjRA19fX0aMGGGoczg7O1O4cGH69evH33//zdh3VoYfOXKEyZMnA/DRRx8xbNiweMd2cHBg5cqVODk5ERwcTNeuXQ37jKVkOkUxsuNYKrF9+3bc3d0Nm5W9q3jx4uzYsYNCiXxV5enpqblUM8b+/ftVN3g7ffo0bdq04b6RJtK5c+dm8+bNVKlSJTGpqgoICDBszubv70/evHkBiIyMJEuWLEa/fgDt27dn/fr1Zs9JJKOWLWHHDjoAGzRCzwCVr1+HIkWSdMmvv/6aKVOmGD1ua2tLYGAg6dKlS9J1RNJNmgTjxhk/njkzJFOtXQghxPvuzRvImZMsgfl5xkXV0OoM4ETRffDPP5CC+rYLIawvMjKSD3Lk4J6JL2KXAL179AAzTOSzhg0b9K/hz517+/NubhAYmPBfgeHhULkyXLr0/8/Z2cHIkTB+PLi6Jj1nIdI6Y/fhzO369etERERgZ2dn2DNIpF6TJ09m7NixFC1aFF9f33j3x0ppfvzxR7777juKFy/O1atXkz3nmP2aPDw88PT0TNQYXl5ehj2lbt68SYECBcyUXdpmid9HKf//ABUXLlygY8eOBAYG4urqyk8//cSxY8fYu3evoW/jP//8Q8uWLXn16lWSr3fp0iXVD7WVJXfv3uXjjz/m/v372NnZMWbMGA4dOsShQ4cYM2YMdnZ23Lt3j1atWnHXipvDnjt3TrVwBdCwYUMrZSOsJnqzSFPmIXsDeHsn+ZJG9+GKFhkZaZVNKYW2/PnVjz97BkFB1slFCCGEeMu2bUQGBvKMaxqBzvzGLv2qKylcCfHes7W1pes7G5ur2Qv6ilA8m7ynRO3b61dhXbwIK1fCd99Bhw7w8ceJ+xVobw/z5v3/33XqwN9/67sySOFKCCEsZ+jQoWTLlo3r16+zdu3a5E5H06tXrwz7YXl4eCR74UqkPXbJnUBSfP7557x+/Ro7Ozt2795NzZo1DccaNmxI0aJFGTNmDL6+vvzyyy+MHz8+SdcrU6ZMos/95ptvePjwIQCrVq2iQ4cOhmN16tShSpUqdOzYkYcPH/Ldd9+xdOnSJOVqKq2WgQCNGjWyQibCqj7+GDJkoFlgIFkAtfmHq4Fpy5dj5+EBSfgjpFW8Ajh27BgNGjRI9DWEeZgyoeT2bShb1uKpCCGEEADcvQt58gDe3gyhEnBONd6WbFTgFri7WyM9IUQq0K1HD6ZqbMoe4zigBAej27JF33Y9FdDp9K/PzfUavXZtGD1a3zq8e3eZByCEENbg6urKhAkTGDx4MD/88AOdOnVK0QWhuXPn8vTpU6pWrUrnzp2TOx2RBqXcn34Np0+fNuwx1adPn7cKVzFGjRpFyZIlAZgxYwbh4eHWTNHg4cOH+Pj4ANC0adO3ClcxOnToQNOmTQFYsWKFodBlafv27VM9njdvXll2nBY5O0PHjjgAWn9aHgG7b99Ocs/3rFmzUrx48TifL1GiBH369GHp0qV07do1SdcQ5mFq8UoIIYSwhpcv9fuqlCwWwbitNfHipeY51SkGtWrJhixCJMGTJ/rVNmlFmTJlqFi6NJmAzBqxN9EXsFi50uJ5pWQ//6xv2iGFKyGEsJ7+/fszceJEOnbsyL1795I7HVVubm54eHiwePFiQ7s+Icwp1a682rRpk+FxLyPL/21sbOjevTtjx47l+fPnHDhwgCZNmlgpw//bsmULkZGRgPFcAXr27MmuXbuIjIxky5YthtaHlhIaGsoRjYJEw4YN5ZdPWtWjByxaRDdgrkaoN9BixQqoWzdJl2zUqBHZs2enVq1a1KpVi5o1a5IlS5YkjSnML2dOcHCAsDDjMbduWS0dIYQQ77k//9T/TfK9bsckBgFjNc7QsZFj0O0Xa6QnRJqgKPrJSYcP6+esHT4M165B0aLg55fc2ZnP+s2bydunD7sPHqS1RuxK4MNdu/RVvKxZrZGeEEIIga2tLWPHar3eTRkGDx6c3CmINC7Vrrw6fPgwAOnSpaNy5cpG4+rVq2d4rFWosZSYXOHtfN5l7VyPHz9OSEiIaoy0DEzDPvwQChUiB5DJSEhWYCgwCmDdOtD4edEyd+5cDh06xKRJk2jVqpUUrlIoGxv44AP1GCleCSGEsJZYc9aAAZrxjhQnu0OEfsMXIYSqs2ehSxf9a7+CBfXt4RYu1BeuAK5fhwcPkjdHcypcuDCO3bvTAsipEbsOCI+I0L8PEkIIIYQQVpdqi1fXol9NFylSBDs74wvISpQoEeecxGrSpAlZsmTBwcGB7NmzU79+fSZPnszz589NyjVDhgzkzGn8JXKuXLlInz69WXI1hVbLQNCvvBJpj6Io7N23j7YODhQGYv8EOwIdga3APWA2UAX0PXvevnsk0jCt1oHSNlAIIYQ1hIXB9u2xP7Nb85yO5IaWLSGzVmMwIURwMKxeDQEBxmOSaQ6o5Xz6KbaOjprt058Q/RvnPW8dKIQQQqQmiqKgKAqenp6JHqNnz56GcQqYsreGsJhUWbx68+YNT548AfR7MqnJlCkT6dKlA8Df3z9J192zZw/Pnj0jPDycx48fc/DgQcaOHUuhQoXYvHmz0fNirquVK0C+fPkSlWtAQIDqx/379+Ocs3fvXtUxixUrZlLOIvV49eoV8+fPp0yZMjRu3JhNvr5ExTr+EfAQWAu0AuzfHWDFCitlKpJb/vzqx2XllRBCCGvYtw+CgmL+FQi80jhDx2L2geyjKYRJqlXTt4tWE6uRSNqQIQO0aoW7CaGrAI4dg5s3LZyUEEIIIYR4V6rc8+rly/9v0uzq6qoZny5dOoKDg3n1SuvNbvzKli3LJ598QrVq1cidOzfh4eH8888/rFy5kt27d/PixQs+/fRTtm7dSvPmzY3ma2quQIJzjSl6merly5ecOnVKNUZaBqYtr1+/pmDBgobCb3xOofFLYfduuH8fcuUyd3oihdGaWCLFKyGEENawcWPsf/0OhKvGO5ELh4yvATGL3wABAABJREFU9SuvhBCanJygalU4etR4TJpbeQXg7k7l33+nGKC2pdcm9CVz11Wr4JtvrJKaEEIIIYTQS7Urr2I4aE0TAxwdHQE093eKz+eff87Fixf5/vvvadWqFZUqVaJ69ep0796dXbt28dtvvwEQGRlJ3759471GTL6WzjUhDh8+TEREhGqMFK/SFhcXF83v6Qv0GxMbFRUFq1aZMSuRUmkVr5480beZEUIIISwlMhLebm7grXnOVOygY0eIfk0thNBWu7b68fPnY6+ATCNatECXMaPm6qvXwGbQtw5UFMvnJYQQQgghDFJl8crJycnwOCwsTDM+NDQUAGdn5wRfK2PGjKrHBwwYQN++fQG4d+8ef/zxR5yYmHwtmau/v7/qx7urrLRaBup0OurXr5+gHETKN3ToUM2Y2YDq27Lly+WN23tAq20gyL5XQgghLOvmTYh+aQzcAQ6oxqenHMO4A926WTgzIdKWOnXUj0dFwfHj1snFahwdoX17upgQuhLg2jV9FU8IIYQQQlhNqixeubm5GR6b0l4vOHp5gClt+xJjwIABhscHDx6MczwmX0vmmjdvXtWPXO+0edMqXlWoUIEsWbIkKAeR8tWqVYsKFSqoxlwG4v4Ux3LpEly4YMasREpkyn6UUrwSQghhSUWKwKOAMHa7fUo+JmnGtyG9/g9YrVqWT06INKRWLdDp1GPS3L5XAO7uFAGqa4TtBh6BfvWVEEIIIYSwmlRZvHJyciJr1qwABAQEqMY+f/7cUBBK6L5QpipVqpTh8d27d+Mcz5s3L6CdK+hXUIHlcgV49uwZFzSKD9IyMG3S6XQMGzZMM26OVsCKFWbJR6RcuXODncauiLLvlRBCCEuz37uTRi//4BF/aUQ68D0XoWtX7bvwQoi3ZMwIZcuqx6TJ4lXdupA3r2brwEhgHcDq1fp+pkIIIYQQwipSZfEKoGTJkgD8+++/qns3+fr6xjnH3BSNFmoxxa3AwEAePHhgNO7+/fsERTcTt1SuAMeOHdOMkeJV2vXZZ5+ROXNm1ZhNgL9awMqVEK6+YbpI3WxtQauGLsUrIYQQFuftzVqKEcoN1bA8VKQAQfrilRAiwbRaB548GbuNZxphYwNdutAJsNUIXQlE3bsH8XRaEUIIIYQQlpFqi1e1o3eVDQ4O5uzZs0bjYrfxq2WhFiJXr141PM6dO3ec47Vj7YAbX1vB+I5ZKleAI0eOqB63s7N7K2eRtjg7Oxv2aTMmEpivFvDoEezebc60RAqk1TpQ2gYKIYSwqBcvYOtWppFTM7QbUVC1KhQvbvm8hEiDtIpXoaGg8rY79XJ3JzvQRCPsBLAEpHWgEEIIIYQVpdri1SeffGJ4vGzZsnhjoqKiWBHd3ixjxow0aNDAIrksWLDA8LhevXpxjrdu3RobG/2X2liuAF5eXgDY2NjQunVr8yYZy9GjR1WP16hRw2L7g4mUYfDgwYafSWMWAW/UAqR1YJqnVbySlVdCCCEsasMG3oSGcx5f1TAdmfiGv6FbNyslJkTaY8rcxTTZOrBcOShTRrN1IMAsgA0b4I3quyQhhBBCCGEmqbZ4Va1aNepETw9bsmQJx48fjxMzffp0rl27BsCIESOwt7d/67iXlxc6nQ6dToenp2ec8y9dusS///6rmseCBQtYsmQJADlz5qRt27ZxYnLmzIm7u/7l8K5du9iwYUOcmPXr17Nr1y4AunXrRs6c2jNME+uWxh1naRmY9uXPn1+zQPoEWKMWsHmzfka0mYWHh3PmzBm2bNli9rFFwuTPr35cildCCCEsytub6VQgikeqYSUpjautAp07WykxIdKePHmgYEH1mDRZvAJCOnZEh/bNkevAy6Ag2L7dClkJIYQQQgi75E4gKWbOnEmtWrUICQnho48+Yty4cTRo0ICQkBDWrFnDwoULAShWrBijRo1K8Phnz56lb9++NGjQgObNm1O2bFmyZMlCREQEvr6++Pj48Ndf+s2jbW1tWbBgAenSpYt3rJ9++omdO3fy+PFjPvvsM86cOUOrVq0A2LZtG9OnTwcgW7Zs/Pjjj4n5cphNw4YNk/X6wjqGDRvGpk2bVGNmAz2Ad7c9fww8CQ2l5Lp10L9/kvJ4/vw5x48f59ixYxw9epRTp07x+vVrsmbNyqNHj9DJpuvJRmvl1cOHEBICzs5WSUcIIcT75PZtOHSIxXyoGTqC59CsGWTLZoXEhEi76tSBmzeNHz96FKKi9FtFpRWKolB2yRKNXfX0QoGNQPeVK+HTTy2cmRBCCCGESNXFq4oVK7J27Vq6du1KUFAQ48aNixNTrFgxtm/fjpubW6KuERkZyZ49e9izZ4/RmCxZsrBkyRLVlSz58uVj69atfPLJJzx48IApU6YwZcqUt2Jy5szJpk2byJs3b6JyNQcXFxdq1KiRbNcX1tOgQQNKlSr11p5t7zqHvr97TSAE2Ap4AzuBusDeFSsSXbw6fPgwgwYN4sqVK/Eef/LkCX5+fhSXvSuSjVbxCuDOHdleRAghhAWsXEkQcI9TqmF25KMvV6Dbd9bJS4g0rE4d9c7gL17A5cv6TntphU6n46MWLZg/X3XHXwMfoPv27fD8OWTKZNnkhBBCCCHec6l+ztTHH3/MxYsXGTlyJMWKFcPFxYWMGTNSpUoVpkyZwt9//02RIkUSNXaLFi1YsmQJffv2pXLlyuTNmxdnZ2ecnJzInTs3zZs3Z+bMmfz333+0adNGc7zq1atz6dIlvv32W8qUKYOrqyuurq6ULVuWb7/9lsuXL1O9evVE5WouderUwcHBIVlzENah0+kYOnSoZtx3QF8gJ9AJ2AZEAPuBgKNH4YYp8xTjypw5s9HCVQyt/dmEZWm1DQRpHSiEEMICFAW8velIQcKIUA39kILYuLmBBfeLFeJ9Ed2VX9WRI5bPw9o6dOhgcuxe4H5YGPz+u+USEkII8V67fv06jo6OODo6cufOneROR1WLFi3Q6XR4eHgkdyoijdIpiqIkdxLC8gICAsiXL59m3JQpUxgzZowVMhIpwatXr8ibNy+BgYGJOn8y8NX48TBhQoLPjYqKIkuWLLxQ2TerT58+LF68OFG5iaSLiAAnJ4iMNB6zYEGSO0cKIYQQbzt7FqpUwRY7ojSKV3+Rj8a9GsPSpVZKToi0S1EgRw54/Nh4TOfOsHq19XKyhsjISHLnysUjtSceyy/AyPr1Yf9+i+YlhEjdYt+H8/f3t1iXpevXrxMREYGdnR1Fixa1yDWEcYGBgfj4+LB9+3auXr3Ko0ePsLe3J0eOHFStWpXWrVvTvn17bG1tTR6zdevWbN26lQEDBvDbb7/FOR4VFYWvry+nTp3i1KlTnD59mosXLxIWFgbA/v37qV+/vuZ17ty5w/bt2zlw4ADnz58nICCAyMhIsmbNSuXKlencuTMdOnTAzs5447YTJ05Qs2ZNnJ2d+eeff0y69yzSLkv8Pkr1K6+EeTVq1Ci5UxBW5OrqSq9evRJ9vjegLF+ub36fQDY2NtSsWVM1RlZeJS87O9B6fS0rr4QQQpidtze/46pZuCqMK43xh65drZSYEGmbTge1a6vHHD6sL3KlJba2trRLwB5WKwEOHoSAAIvlJIQQIuVbvHgxhQsXZujQofz555/cvn2bkJAQgoKCuH79OqtWraJz586UK1eOIyYuXT5x4gRbt27F3t4+3u1xALy9vSldujS9evVi/vz5nDlzxlC4MtX48eMpUKAAgwcPZt26dfj5+fH69WtCQ0O5e/cuW7ZsoUuXLtSsWVN19VeNGjVo0qQJISEh/PjjjwnKQQhTSPFKGGTKlIkKFSokdxrCyoYMGZLoc68A52/f1u/enAi1atVSPe7r68vTp08TNbYwD63WgVK8EkIIYVYREbB6NUOx1wx1Jpd+loUJM0uFEKbRah14927afP3XsWNHk2PPAr6KkvaWoAkhhDDZl19+Sb9+/Xj69Cl2dnZ07dqVdevWcfLkSQ4fPszixYsNCwSuXr1K48aN2bBhg+a4P/zwA6BvafvBBx/EGxO7iZq9vT0VK1akbNmyCcr/3r17KIpCunTp6Nq1K8uWLePIkSOcOXMGb29vqlatCsCZM2do3Lgxr169MjrWqFGjAFi2bBl3795NUB5CaJHilTBo0KBBgpaxirShSJEiNG/ePNHne4P6zs4qPvzwQ82YY8eOJWpsYR4FCqgfv33bKmkIIYR4DwQGgrL7L3j0iAe80Iz/kefg7g428pZGCHMxZd+rw4ctn4e11a1bl+zZs5scvxJg5UqL5SOEECLlmjt3LtOmTQMgX758hoJPhw4dqFatGrVr16ZPnz7s2bOHNWvW4ODgQGhoKO7u7pw/f97ouH5+fvz5558AdFXpLFCqVClmzpzJ8ePHCQoK4ty5c7Rr1y5BzyFLlixMmTKF+/fv4+3tTc+ePalVqxaVK1ema9euHD9+3DCx4/r16/z6669Gx2rcuDHZs2cnPDyc+fPnJygPIbTIOz1h0LBhw+ROQSSTYcOGJfrcdUDU2rXw5k2Cz61WrZpqwTRPnjy8fPky0bmJpNMqXqXFmbdCCCGSx6BBkK99dargDqj3JdNhTxueSMtAIcysQgVwdVWPSYvFK1tbW9q1a0elzJn5HkinEb8SUC5cgCtXrJCdEEKIlOL27duMHj0a0G/FsW/fPsqXL280vlOnTixfvhyAsLAwunXr9tbKqdiWLl2Koihkz56dJk2aGB2zWrVqDB8+nBo1auDk5JSo5zFlyhTGjBmDm5tbvMdtbW2ZN28eDg4OAKqrxmxtbenUqRMAXl5eRCViaxEhjJHilTCQ/a7eX02bNk30Rnp3gaMvX8LOnQk+N126dFSsWBHQ74FVoUIFhgwZwqpVq7h9+zYBAQF06dIlUXkJ89BqG3jvHoSGWicXIYQQaVdYGGzfrnA3JDNn2acZX5bs+rvsZcpYPjkh3iN2dqCxLS0mbtuR6syaNYuza9bwHdBBI/YmcBxk9ZUQQrxnZsyYwf/Yu+vwqO70/ePviZKQENyDu2txt6IRHOq69XbbrW7t125Lv6Vburvt1ksVSzLBXYtLcdcixYKTEIjM74+BLJRkzkwykpm5X9eVaydznnPmht0NmXnO5/mkX795+80336RWrVqG54wYMYL+/fsDsG3bNmbMmJFr3eTJkwGIiYkhKCjISYnzr1SpUjRp0gSA/fv326wdfH3vyGPHjtm9v1duUlNTmTRpEg899BDNmjUjKiqK4OBgypQpQ5cuXRg7dqzNEYYAJpMJk8nEW2+9BcCCBQsYNGgQFSpUoEiRItSoUYMnn3ySozb2rhw/fnzOdQ4dOsTVq1cZO3YsLVq0ICoqimLFitGmTRs+/fRTsrKy8rxO165dMZlMdL0+5nzv3r08+eST1K5dm/Dw8Jzr3+zQoUM899xzNGzYkMjISMLDw6lduzaPPvooW7duve01LBYLd955JyaTicDAQJt//5988knOn+u1117L+y+xEPH8/xOkUKhYsSJ169b1dAzxkICAAJ544gmeffbZfJ0/Eeg0YQLExjp87jvvvENgYCBt27bN844P8RyjlVcAR46AHb+viYiI5GnRIrh40QRkAMcN66dwFu56zuW5RPxRp04wf37ex3ftgtOnoUwZ92Vyh+DgYOjeHcqXZ/SJE4w3qP8JaP/LL/DuuxpfKiJeZbuHVo2Ghoba1ez5s3379nHVzrtmGzZs6PD17WWxWPjh+rYZYWFhPPzww3af+/TTTzNz5kzAujfUwIEDbzn++++/c/DgQQDatm3rpMQFd+PvPcDg37nWrVsTGBhIVlYWS5YsoXPnzvl6vf79+7N06dLbnk9JSWHZsmUsW7aMzz77jFmzZlGvXj3D67399ts5TawbDh48yKeffsqPP/7I9OnTDbOeO3eOIUOGsGHDhlueX7t2LWvXrmXixInMmjXL8DPNqVOnMnr0aFJTU/Os+eGHH3jkkUdu+9/7vn372LdvH9988w3vvPMOr7zySs4xk8nE+PHjady4MSkpKdx9991s3ryZYsWK3XKNHTt28PLLLwPQqlWr2/5eCis1rwSwjgw0mUyejiEedN999/Haa6/Z/CGalwTgk2nTCLp82XjOyJ/ceeedDr+euI89zatDh9S8EhGRgklOvvHoU8PaYMKoE3AVRo50ZSQRv9Wxo3HN8uUQF+f6LG4XGAgjRtBt3DgqYLuVPhkY9/vvhKxcad9fmohIIdHIQyvXGzRokK/GWUxMDDt27LCrNq+RfM6wfft2zp49C1j3SoyKirL73B49ehAeHk5aWlquK2N+vWkmb+vWrQse1glOnTrFzp07AQwbReHh4TRs2JAtW7bc8mdxVGZmJo0bN2bQoEG0atWKihUrYrFY+P333zGbzUyePJmDBw8SGxvLpk2bbI5NnDlzJuvXr6du3bq8+OKLNGnShAsXLjBlyhS++uorLl68yIABA9i6dStVbYwdevTRR9mwYQPDhw/n3nvvpWzZsuzZs4ePP/6YdevWsXz5ckaPHs20adPyvMbhw4e56667CA8P5/XXX6dTp04EBgaybt06Iq5/jjpz5kzuu+8+LBYLERERPP/88/Ts2ZOgoCBWrlzJ+++/T0pKCq+++irFixfnsccey7l++fLl+eabb4iJieHQoUM88cQT/PjjjznHr127xqhRo0hPTyc8PJyff/7ZetOOF9DtQQJoZKBAVFQU99xzT77OPQUsSU+H6dOdG0o8rnJlMOpr//67e7KIiIhvys6GqeYb4zY2G9bfSWno0QMqVnRtMBE/1aYNGH2e4Yv7XuUYPZpAwKg9fgZIBI0OFBHxE5s3/+/31BYtWjh0bmBgYM7eWKdPn+aPP/645fjKlSsBCAkJoUGDBgVM6hwffvghmZmZAAwbNsywvmXLlgCsWrUq303E7777ji1btvDuu+8SGxvLHXfcQZs2bRg2bBgTJkxg7ty5BAQEsHv3bn42+Pd3/fr1tGjRgvXr1/PAAw/QqlUrevToweeff8748eMBuHTpUs4eZnlZt24d7733HhMnTqRv3760bNmSkSNHsnLlSvr06QPA9OnTc1bW5ebgwYMUK1aM9evX89JLL9G+fXvatGnDk08+SenSpcnIyODRRx/NaVz9+uuvvPXWW3Ts2JG2bdvy17/+lfXr11OhQgUAXnjhBVJSUm55jUGDBvHII48A8NNPPzFx4sScY6+99lrO/34//vhj6tSpY/PPXJioeSWAdeWVyJNPPpnvcycBTJjgtCxSOISEQKVKtmv+NJ5XRETEIatXw4lTgUAa1z8KtmkiR+Duu12eS8RfhYfD9c+f8uTTzauWLaFOHe6yo3QMwOTJ1o37RETEp93cLChfvrzD55crVy7n8ZkzZ245dmP/pVKlShEYGJjPhM6zZs0axo0bB0DlypV5/PHHDc8pW7YsYN236vz58/l63dq1a9s83rNnTwYNGgRA8v9GN+Tpyy+/zFnZdLO7776bvn375lzn+PG811o3adKEl1566bbng4KC+Prrr3NWMH322Wc2s4wZM4YqVarkesxsNnPs2DHA2mhq1qzZbTVVq1blww8/BCAtLY3vvvvutpqPP/44Z1ugxx57jMOHD7N48WI++ugj4NYGl7dQ80qoVatWnv/nEf/SoEGDfK/CSwSuzZ4N5845N5R4nNHoQDWvRESkIMzmG4+mA5ds1t6JdSyJb84rEyk8OnWyfXzjRjDYL917mUwwejTNgPoGpVuBi2fPwty5rs8lIiIedenS/35PLVq0qMPn33zOxYsXbzl2+vRpAEqUKJHPdM5z8uRJhgwZQmZmJiaTie+//976+7eBkiVL5jy+8ecpqNOnT7N37162bduW81Xm+qabN6+Ey03jxo1zVoPl5oEHHgCsowqXLFmSZ929996b555flStXpnfv3gAsWbKErKysXOtCQkIYOnRonq+xYMECwLp/1Y1cuRk6dGjOuMob59zs5pGA58+fZ/To0dx7771YLBbKly/P119/nee1Cys1r0QjA+UW+V19dQ5YkJl58ydQ4iNsjP4FNDZQREQKZs2iG5+A/2izDuAjsDauHNxjU0QcY9S8ysqyrpr0WaNGYQIaGpRZgH+BRgeKiPiByMjInMeX83EHx83nFCtW7JZjN/bS8nTz6tKlS/Tv3z9nJdh7771n97Sum7P/eWWZI1asWMHw4cMpVaoUZcuWpU6dOjRu3Djn66uvvgK4bWzenxntHXbHHXfkPN62bVuBr5OWlsaBAwdyraldu7bN/bluvH61atVyVrDlJiQkhObNm9vM3LJlS/7f//t/ACxfvpwjR44A1pGMNxp/3kTNK1HzSm4xcOBAmxsV2jIRNDrQB2nllYiIuNKS7u8wge7AHJt1zYEGoJGBIm7QoYNxjU+PDqxVC9q0oacdpV8DTJ0Kf7qLXkREfEupUqVyHp84ccLh80+ePJnrtYCcxsaVK1fyma7g0tPTiYmJYcOGDQD89a9/5eWXX7b7/Juzh4WF5SvDjX2eJk+enNPQs+f1cmOrCQS3jnG09VrOuI5RU/LGeTdfKy83Rlbayvziiy/esq/VQw89xJ133ml47cJIzSuha9euno4ghUhgYKBds2xzkwykL1wIN/2DLN7PqHl17BhkZLglioiI+JqsLAJ++YkdVAIGAsF5lvahDJQrB7rxSsTlSpaEhgbLjny6eQUwejT3AUY7j/wOHE1P1wQKEREf17Rp05zHGzdudOjcrKwstmzZAkCZMmWoWLHiLcdvrIgxati4SmZmJsOGDWPx4sWAtdlxY58ke92cPT8rfBYuXMjbb78NQI0aNfjss8/YsmUL58+fJzMzE4vFgsVi4fXXX7freiaTyeEM+bmOxWIxvIa9+5jZk9me15szZw579uzJ+X758uUebYwWhJpXfq5p06ZeuWRQXOvBBx+0uZw1L5eA2RYLJCQ4P5R4jNFCvOxsuL6iXERExDFLlsAffzCHpwAzcBz4L9D+T4UBjMQCo0ZBUJC7U4r4JaPRgatXw7Vr7sniEcOHExoYSFs7St8HjQ4UEfFxjRo1ytnXadmyZVy4cMHucxcsWEBaWhoAHTt2vO34jc9mz3lgH/ns7Gzuvvtupk+fDsDw4cP54osvHL7OzdlLly7t8Pk3xgEWL16cVatW8dhjj9G4cWOioqJuaf7Y+3d00uDG+puP37xfl6PXOXXqlF3XseXGefas6LuRJ6/XOn36dM6+WTfGU+7atYsXXnghX9k8Te/8/JxGBkpuSpUqxejRo/nmm28cPncSEDdxIjzxhPODiUcYrbwC6+jA6tVdnURERHzOjz+ymzqs48bM+VLAX65/7Qd+Bn6kNFE0YQPcdZenkor4nU6d4PPP8z5+5Qr89hu0tae7443KloVevfjbnDmsMCidDHy6cCGcOAHXx/mIiBRWtvb3caXQ0NB8nTd16lSuXr3q5DSOM5lM3H333XzyySdcuXKFr776yu6GwL///e+cx/fdd99txxs3bszEiRO5cOECp06dMhxV50yPPvooEydOBGDAgAH8+OOPBAQ4vt7lxkqfOnXq5Ou/6+3btwPQvXt3m3/+9evX23W9devW2X28UaNGNus62bij58Z1wsPDqVGjhl3Z/qxRo0asWrWKQ4cO2fzvPyMjI2fVX16ZH3zwQU6ePElAQADJycl8+eWXTJw4kc8++4wBAwbQt2/ffGX0FDWv/JyaV5KXJ598Ml/Nq+lA6vLlFD18GKpUcX4wcTt7/mvUvlciIuKwK1cgKYmfyetNf03gDeB1/sEwaHAFrm9QLCKuZ7TyCmD5ch9uXgGMHs3AOXMoAqTbKEsBNmdn03TiRHj2WfdkExHJp4ZGc2ELmVq1ank6Qo5nnnmGzz//nKtXr/L2228TGxtrmG/ixInMnDkTgAYNGjBgwIDbam5ujqxbt47+/fs7N3ge/vrXv/L1118D1s+IExISCA7Oe4y3LTeaSrYaPbZkZmYC5KxQy82mTZtYvXq1XdfbunUrGzdupHke7x++/fZbwDrSz9aWOj/++CPPPfdcriP9jh07xrx58wDrtjz2jgf8s549e/LVV19hsVj49ttv89xrLCEhIWfFX8+et+/M+fnnn+esoHv++efp1q0bzZs3Z8WKFRw5coT777+frVu3etUUNo0N9GNBQUH5/oEivq9Zs2a5LmU2kgbMAJg82dmRxENCQ6FCBds1v//uniwiIuJDZs/GcukSExhps6woqYxmFtx9Nzhpdr2IGIuONh4f7ev7Xp3r0oUfQkIoZkftu6DRgSIiPq569er83//9HwCXL1+mR48ebN68Oc/6yZMnc++99wIQEhKS56qmO+64I2e10tq1a12Q/HZvvfUWH3/8MQDt27dn6tSp+V4dd+DAAVJSUoD8N69q164NWPdnOnDgwG3HT58+zV0OTmF45JFHSE1Nve35X375hVmzZgEQGxtLBRsfem3atIkPP/zwtuczMzN5+OGHuXZ9hvJjjz3mULabxcXF5eyD9t577+X6v6kjR47krPQLDw/n/vvvv+X4nj17eP755wHrNkHvvvsuYB3D+P333xMQEMDJkyd5+OGH88xRrVo1TCaT0/YLcwatvPJjd9xxB5GRkZ6OIYXYU089xfLlyx0+byIwfOJEKOA81fT0dNavX8+KFStYsWIFoaGhTJkypUDXlPypVg2OH8/7uFZeiYiIwyZNYiPN2Udtm2WDSaQoadb9rkTErTp1sn2T0vLl1v1P8zFdqNCzWCw07dCBI3Zu7DULyF6/noA9e6BOHdeGExERj3n66ac5cOAAn3zyCYcPH6ZVq1aMHDmSQYMGUbVqVTIyMti1axe//PILCxcuBKyNqx9++IEWLVrkes3Q0FB69OjBrFmzWLhwIW+//bbNDOPHj7/l+02bNuU8njNnDodu+pCmVq1at92c/u9//zvnNSpVqsT//d//cfDgQZuvWbdu3TxXZd34cwYGBtKnTx+b18nLPffcw/Tp07l8+TJdunThpZdeomXLllgsFlauXMk///lPTpw4Qbt27Vi1apXh9Vq1asX69etp1aoVL730Eo0bN+bChQskJCTk7OkVGRnJ2LFjDa/z0ksvsWnTJu655x7Kli3L3r17+ec//5nTaBw4cGCuK+rsFRwczJdffsnAgQO5dOkSHTt25G9/+xs9evQgKCiIlStXMmbMmJz9tcaOHXvLvmIZGRmMHj2atLQ0ihQpws8//0xISEjO8W7duvHXv/6VsWPHMnXqVL766iubTaxCxSJ+4ciRIxbglq/XX3/d07GkkLt27ZqlYsWKt/1vx+grFCznwWLZs8eh1ztz5owlMTHR8vzzz1vatm1rCQ4OvuW64eHhlmvXrrnoTyu2jBxpsUDeX126eDqhiIh4lcuXLZbwcEtH/p8Ffrf5b8xceukfGhEP+fxz278DgsWybZunU7rOY4895tD7oDlgsbzxhqdji0ghcPPncEeOHHHZ6+zZs8eyY8cOyx4HP3+Rgvvvf/9rKVmypOG/DfXq1bMsWbLE8HoTJkywABaTyWQ5ePCgzVpH/m269957bzu/S5cuDn/WZytT165dLYClT58+hn9OW+6///48Xz8wMNAybtw4y5tvvpnznK2/mzfffPOW2j9/FStWLM//Xr777rucut9++83SvHnzPK/ToUMHy8WLF3O9zo2/5y52vpcZP368JTQ01ObfwXvvvXfbea+++mpOzSeffJLrta9evWpp2rSpBbAULVrUsnfv3ttqqlatavPv1ogrfh754P1RYq/u3bt7OoIUcsHBwfzlL39x+LyrwFSA6xs+2mvu3LkMHjyYjz76iNWrV5ORkXHL8bS0NJvLscV1jEbGaGygiIg4ZMYMMtPSWM43QFWgPfAJ8MctZWU4RXcWadWViIfYM/nHl0cHDhs2zKH6MWAdHWixuCSPiIgUHn/5y1/Yv38///73v7nzzjuJjo6mSJEiREREULNmTUaMGMGECRPYunUrXbp0MbxefHw85cuXx2KxMGHCBDf8CZzj2LFjLFu2DIDHH3+8QNf69ttv+fHHH+nUqRORkZGEhoZStWpV7r77blauXMkzzzzj0PXeeust5syZQ//+/SlXrhwhISFUq1aNxx9/nO3bt9v130uJEiVYuXIl77//Ps2aNSMyMpKIiAhat27Nv//9b5YuXeq0yWb33nsvu3bt4plnnqF+/foULVqUsLAwatasycMPP8zGjRt55ZVXbjln+fLljBkzBoDevXvz1FNP5XrtkJAQfv75Z4oUKUJqaip33XVXzj5jhZnJYtFvVf7g6NGjREdH53wfFhbGuXPn8j3LVPzH8ePHiY6OJisry6Hz+gEz69eH7dvt3p/i999/p1q1ajZrxo0b5/A/VlJwX3wBtvqYgYGQng5BGkYrIiL2iI/nAfMJvuPPIz9MQGdgODCYR0ni88An4cQJuGk0hoi4h8UCZcrAmTN514weDT/95L5M7pSVlUWlSpU4efKkXfVBQCoQsno1tGnj0mwiUrjd/DnckSNHqFy5skteZ+/evWRmZhIUFJSzZ5B4rzFjxvDKK69Qu3Ztdu3alev+WIXNu+++y+uvv07dunXZsWOHxzPf2K/pzTff5K233srXNcaPH5+zp9TBgwcNP6sUK1f8PCr8/w8Ql+jYsaMaV2KXChUqcOeddzp83jzgzM6dsHWr3edUqVKFSpUq2axZuXKlw1mk4Iz+nc7Kgj/+sF0jIiICwMWLMGsWEzmby0ELsBR4HKhIOMuhZ081rkQ8xGSCP22TcRtfXnkVGBhIfHy83fWZwC9gXX0lIiLioCeffJIyZcqwd+9eJk2a5Ok4hi5fvsy4ceMAa7PI040r8T36X5Sf0shAccSNuw0ckQkkgUOjA00mEx06dLBZs2LFCrRg1P2MxgYC3LQfqIiISN6mTuXq1atcYa9BYTjvMgmGD3dLLBHJndHowMOHrV++ytHRgeMAJk0CLxjFIyIihUtERARvv/02AO+88w7Z2dkeTmTbp59+ypkzZ2jdujUjRozwdBzxQWpe+akePXp4OoJ4kYEDB1KqVCmHz5sE1uaVA80mo+bVsWPHOOzL744LKTWvRETEGbKyIGNCAvfQHrD9ZjyUCoQHmyA21i3ZRCR3/r7vVadOnShXrpzd9VuAC6dOwYIFrgslIiI+65FHHuG9995j2LBh/FHIR9xERkby5ptv8vXXX+eM6xNxJjWv/FBkZCQtWrTwdAzxIiEhIYwePdrh8xYDJw8ehLVr7T6nffv2hjUrVqxwOIsUTFgYGL1n//1392QRERHvNT/pEuVmf0cC5wxrYygPd94JJUq4IZmI5KV5cwgPt13jy82rwMBAhg4dStc77uBToJZBvQX4FDQ6UERE8iUwMJBXXnmFt956y2V7pTnL448/zltvvUWTJk08HUV8lJpXfqhdu3YEBgZ6OoZ4mfyMDszGuveVI6MDmzZtSngu745r1qzJPffcwxdffEEne27/FKczWn2llVciImIk+dNjnCOMbHYaVAYynl81MlCkEAgOhrZtbdf4cvMK4F//+heL16zh8ebNecaO+q8AzGZITXVxMhERERHfFeTpAOJ+RmPZRHLTrFkzmjVrxqZNmwxrawMjgOFAQ7DOfB87FuxomgYHB9OpUycuXLhAhw4d6NChA+3bt3doVIe4RrVqthfRqXklIiK2ZGfD1FVlgOcMa8OoQ1iRgzBokOuDiYihTp1g0aK8j+/YAWfOQD4mjXuFnFFIo0fzwMaNPAtk2ag/BBxNTaXytGkwcqTL84mIiIiVxYGtS/Jy3333cd999xU8jBSYVl75oZiYGE9HEC9lz+qrx4DdwP/jeuMK4PhxWL7c7teZPXs2q1atYuzYscTFxalxVUhUq2b7uMYGioiILatnn+PEtVLAFMPaIZSAfv0gMtL1wUTEkD2DD/xisveIEYSbTLS2o/RDgF9+cXEgEREREd+l5pUfKuWrt8OJy40aNYrg4GCbNfPyOjBhgt2vo00eCyejsYGHD0OWrVtQRUTEr5nH/Q6kgR37XX3NSo0MFClE2raFIIO5Lb4+OhCASpWgWzdesKN0EsDcuXD+vGsziYiIiPgoNa9ExG6lS5dmkMH4nv1Aru9bExIgI8MVscRNjFZeZWRYF9mJiIj8mcUC5uVlgI8B26M8gilNSHg49O/vlmwiYqxoUWjRwnaNXzSvAEaPJgYINSg7CRzIyICpU90QSkRERMT3qHklIg6xZ3Tgd7k9eeYMLFzo9DziPkbNq1KlICXFLVFERMTLbFt8mv3plYDxhrXDibbudVW0qMtziYj9Ona0fXzDBkhNdU8Wjxo8mKDQULrbUToWYPJkFwcSERER8U1qXomIQ/r06UOFChVs1kwBLud2wIHRgVL4VK0KrVrB0KHwwgvwn//AjBmwbRtcumRtXDVr5umUIiJSGC36dCdwEdhnUBnMd2zUyECRQsho36vMTNi40T1ZPCoqCvr143k7ShMA5s2Dc8bjUkVERETkVmpeiYhDgoKCuPvuu23WpJLHVuxmM6SnuyKWuEHRorBunfXm0Q8/hCeesE50atgQIiI8nU5ERAqzp0+8SkuGGdZFUp+gYsXgzjvdkEpEHGG08grgt99cn6NQGDaMbkCYQdlpYE9mJiQnuz6TiIiIiI9R80pEHGY0OrAIkOvWR5cuwezZrogkIiIihdWRI5hWrmAz2wxLHyMMYmKgSBE3BBMRR5QuDdWr267xm+bVgAEEFClCTztKPwSNDhQRlwkMDAQgMzOTrKwsD6cREX+VnZ2d8zPoxs8lZ1DzSkQcVq9ePdq2bXvb822Az7E2rl7N62SNDhQREfEvU6awn0gyOWZQGMoY1mhkoEgh1qJF3seCgiAtzX1ZPCoiAvr3t2t0oBlgwQLrHsAiIk4WHh6e8/j8+fOeCyIifu3y5ctYLBYAwsKM1qbbT80rEcmX++67D4By5crxt+hotgOrgUeB4rZOnDHDugJLRERE/MPEiYyimWFZcRpgKlECevVyfSYRyZcbzavQUGjdGh59FL78Etavh8uX/WyB0fDhdAbCDcrOANs1OlBEXKR48eI5j0+dOsWpU6dIT0/P+RBZRMSVsrOzuXjxIidOnMh5LjIy0mnXD3LalUTEr4wYMYKKFSty5513Evztt/CXv9h34pUrMH06jBrl2oAiIiLieQcOwLp1bKCCYenzBEBcHISEuCGYiOTHPffAgAFQvz4EB3s6jYf164cpPJzeaWkkG5R+BHw7eTI8+KAbgomIPylSpAhRUVFcuHABgDNnznDmzBlMJpNTR3eJiOQmKyvrlmZ5WFgYRYsWddr11bwSkXyJiopi4MCB1m8GD4Ynn4TMTPtOnjhRzSsRERF/MHky2ylJVu67Yd4kjL+zAUa875ZYIpI/lStbvwSOnT9PYp067Nu0ybB2FWBZsABTSop18zARESeqUKECISEhnD59Ouc5i8VCpr2f0YiIOEFYWBhVqlTBZDI57ZpqXolIwZUubR3xM3u2zbLDwEzgL7NnYzp7FkqWzPdLZmVlsW3bNi5dukTHjh3zfR0RERFxoUmTGE1D4FebZaVoAGUOQ7du7sklIlIA2dnZtG7dmuPHjRrzVruAbdnZNE5KgkcecW04EfE7JpOJ0qVLU6xYMS5fvkxqairXrl0jOzvb09FExMcFBgYSFhZGZGQkRYsWdWrjCtS8EhFnGTEi1+bVcSABmAisvP5cq8xMWpvNDo3NuHTpEmvWrGHFihWsWLGC1atXc+nSJVq1asW6deuc8ScQERERZ9qzBzZtYhclDEv/TqZ1JXeQ3p6ISOEXEBBAbGws//3vf+0+ZzLQePJkNa9ExGVCQkIoWbIkJQtwo7CISGES4OkAIuIjYmOtOzcDKcAXQHegEvA0/2tcgbWRxcSJdl122rRptGjRguLFi9OrVy/eeust5s+fz6VLlwDYuHEjqampzvpTiIiIiLNMmsRWwrjKOYPCojzLZhg+3C2xREScITY21qH6SYBl0SI4dcoleURERER8jZpXIuIcxYpB//5YgObAX4DFgCWX0slA9sKFcOKE4WVNJhMbN27Mc7l7VlYWa9euzX9uERERcY1JkxhOpGFZZepA+fLQqZMbQomIOEfXrl0pVqyY3fV7gU0WCyQluS6UiIiIiA9R80pEnGfECExAjEHZUWClxQIJCYaXbNeunWHNihUr7IonIiIibrJtG2zfzi7OGpb+hz9g6FAIDHRDMBER5wgJCaFv374OnTMJYPJkl+QRERER8TVqXomI8/TvDxERjLCjdBLYNTqwdOnS1K1b12bNypUrbR4XERERN5s0iWVEYCHTZpmJEGI4qZGBIuKVBg0aZFddANaR6i0Bli61awKFiIiIiL9T80pEnCc8HGJiaI91rytbpgBZK1bA4cOGl+3QoYPN46tWrcpzrKC4xpUrsHs3zJsHX34Jr74Ko0dDhw5QqxZYcpsXKSIi/sFiIXviZB4kzLC0IsUgOhrsWGktIlLY9OvXj6CgoJzvb14/agI6A58CfwALgaEA2dkaHSgiIiJiBzWvRMS5RowgADC6f/oksBRg0iTDSxo1r86fP8+OHTvsDCgFNWuWtU9Zrx706QOPPgrvvw+//AIrV8L+/XD6tKdTioiIp2Rt2ETtfbPYxznD2n+SBcOGQYDeloiI9ylevDhDhgzh/nvuIblIEWYA7YBxwBGs73ceB8r9+USNDhQRERExpHeJIuJcvXtDiRJ2jQ6cCHaNDjRqXlWvXp3T6pa4TcWKxjWHDrk8hoiIFFJrxq3iACfAYGQgBDKMcxoZKCJebcKECXz7/ffEDBnCncBK4BkMJlEsWwbHj7sln4iIiIi3UvNKRJwrJAQGD6Y8UNKgNBHI+O032LPHZl2dOnUoVapUzvf16tXjkUce4eeff+bw4cMcOHCAbt26FTi62KdaNeMaNa9ERPyUxYJ5ehDwrGFpVUpCjRrQqpXLY4mIe129CueMF1/6lmHD7K+1WCAx0XVZRERERHxAkHGJiIh90tPTSU5O5ruNG5kPGG17dBZYAPSdOBHeeCPPOpPJxPvvv0/JkiXp1KkTZcuWdWJqcVTx4hAVBRcu5F3z++9uiyMiIoWIZe06zBe7A08a1n7GNeuHvSaT64OJiMtcuQJbtsBvv1m/NmyAbdvgscfgk088nc6Nevc2/iX5ZpMnw5PGPytFRERE/JWaVyLiNKdPn2bUqFFYLEZtq/+ZCPSdMAFef93mh1cPP/ywExKKs1Stav2QIi9aeSUi4p+2fbqU/fQCMmzWmQikHxc0MlDEi40dCz/8ADt2QFbW7cd/+839mTwqNBRiY+H7722W/QHsAHouXw7HjkElmwMGRURERPyWxgaKiNNER0fTq1cvh85JBtJ37YKtW12SSVzDaHSgmlciIn4oOxtzsgl417C0BqWgTh1o2tT1uUTEJU6ftv4Kn1vjCmDjRsjOdm8mj8tjdOAJ4FOgC1AZGApc0+hAEREREZvUvBIRp7r//vsdqr8IzAGYMMEVccRFjJpXGhsoIuKHVq4k+VJ3YJ5h6XdcgREjNDJQxIu1aGH7eGqq4da2vqdnT+uMbeAk8F+gG1AR6zDVZVhHq5/HOj6dSZM8EFJERETEO6h5JSJOFRsbS1RUlEPnTAHrGzcHxg2KZ1Wt+r/HAQHW77t0gXvusW5f9sornssmIiKe8cc3s9lIBnDJZl0IUXTikkYGini5li2Na/xudGBICMTFcQhrw+pxYAm57wU8GWDlSjhyxG3xRERERLyJmlci4lRFihRh5MiRDp0zHbh68KB1toh4hcGDYckS63jAq1et/7lkiXXE/9tvw+jRns0nIiJulpVFxTnfUppnDEs7UBYaNYIGDdwQTERcpUYNKFbMdo3fNa8Ahg2jGlDPoCwZuAqQkODiQCIiIiLeSc0rEXE6R0cHXgLmg964eZEbK62qVoWgIE+nERERj1u2DE6c4AznDUs/4aRWXYn4gIAAaN7cdo1fNq969IASJch996v/ucD190CTJ7s+k4iIiIgXUvNKRJyudevWNLh+N3Uw0MuOcxIApkzR6EARERFvNGkSE2mFhd02ywIoR2Muqnkl4iOM9r367Tc//PU+OBji4xlqR+lkIHv1am0YKyIiIpILNa9ExOlMJhOvvvoq48aN49izzzIPaGJwzlTg2r59sGWLGxKKiIiI02RkQGIib9LQsLQp9a1LNWrXdkMwEXG1PzevKleGQYPgrbdg2jTYvt0jsTxv2DAaAI0Myn4CZoImUIiIiIjkQsOeRMQlRt/Y9GjTJhg3jiGArbbUeWARcGdCAjRt6up4IiIi4iyLFkFKCnsx2rsynAS2wYi/uSWWiLhep07w3nvWJlbz5lC2rKcTFRLdukGpUgw7c4ZtNsoswL+AgZMnw/PPuymciIiIiHfQyisRca2mTaFWLQbbUarRgSIiIl5o0iS+pj0Wm7epQBg9qEEKDDPaCUZEvEXVqvDKK9CnjxpXN2RlZbFi7VperFSJb+2oXwpcW7sWDh1ycTIRERER76LmlYi4lskEQ4bQAKhvUJoMZO7e7cfzRURERLzMtWtgNvMexmMAexMFbdpAtWquzyUi4iHffPMNHTt25MMtWzhkR30GMAOsN/GJiIiISA41r0TE9YYMsf6HQdkZrHceOjrz/dq1a6xcuZIxY8bQt29funTpkp+UIiIi4qh58+D8eQ6x1qAwkv8yDYYPd0ssERFP6devn8Pn/Atg8mSnZxERERHxZtrzSkRcr0ULqF6dIQcP8o5BaQLQIyHBustzHq5cucLq1atZunQpy5YtY/Xq1Vy5ciXnuMlk4vz58xQvXtwZ6UVERCQvkyYxho5YWG6zrCg9qEAyDB3qnlwiIh5SuXJlWrZsyYYNG+w+ZwWQvn49RQ4cgBo1XBdORERExIto5ZWIuN710YGNwXCoUBKQtX077NyZZ82SJUvo3r07b7/9NosXL76lcQVgsVhYsWJFgWOLiIiIDenpMHUq73PBsHQA4dCxI1Su7IZgIiKeFRMT41B9JjANNDpQRERE5CZqXomIewwZggkYbFB2Cqz3btsYHdihQwcCAmz/+Fq2bJmDAUVERMQhs2eTeekSF9llUFicT0nWyEAR8RuONq8AvgaNDhQRERG5iZpXIuIerVtDlSqG+16BdXSgreZVsWLFaN68uc1rLF261KF4IiIi4qBJk3iONkCGzbIi1KJUQHrOHpgiIr6ucePGVKtWzaFzSgD89hvs2+eKSCIiIiJeR80rEXGP66MDWwDVDEoTgewtW2DPnjxrunTpYvMaGzZs4PLly46mlAKyWOD0aVi1Cn78Eb7/3tOJRETEJa5cwTJ9BuMx/re2E0Wha1coX971uURECgGTyXTb6iuTwTkzgDTQ6isRERGR69S8EhH3uT460Oi+6+PAarC5+qpz5842r5GZmcnq1asdDCiOWr8eXn8dRo6EVq2gRAkoWxbat4d77oG33/Z0QhERcYm5c3kx7SUus9ug0MQkVmpkoIj4nZiYGKpWrcrTTz3FwhIleNGgPg2YBWpeiYiIiFyn5pWIuE+bNlCpkl2jA9eAzeZVx44dDa+hfa9cb/16ePddmDgRNmyACxduPf7773DtmmeyiYiI61imJPBfMoFMm3UhVKdEYDbEx7snmIhIIdG1a1cOHjzIJ//6F91Hj+ZRO86ZDLB5M+w2ujFARERExPepeSUibpORlcWcVq34D7mPzYgA/gUcAZ4D2LgR9u/P9VqlSpWicePGtz1fo0YN7rvvPr799lseeughp2WX3NWqZft4djYcPOieLCIi4iZXr7Jt6n5S+c6wtCeVoUcPKF3aDcFERAoPk8mEyXT9Xc+wYVQHWhucMwNIBZgyxaXZRERERLxBkKcDiIj/eOihh/hh6tQ8j18GegGVb34yIQFeeinX+s6dO5OZmUnnzp1zvipXrpxrrbiGUfMKrHtO163r+iwiIuImCxaQnNoT+Niw9CdWwZBPXZ9JRAoViwWOHrWuzP/tN+tXxYrw5ZeeTuYhHTpAhQoMO36cdTbKrgAzgWGTJ8Pf/+6mcCIiIiKFk5pXIuI2AwcO5IcffrBZMwG4ZZskG82rTz75hMDAQKflE8dFR0NIiO3RgHv3ui+PiIi4QUIC3xHP9fUBeTIRQYmANIiNdUssEfGs9eshMfF/zaqUlFuPV6nimVyFQkAADB3K0H/9i78ZlE4Ghm3dCjt3Qv367kgnIiIiUihpbKCIuE3//v2JjIy0WfMLYLn5ifXr85w7p8aV5wUGQo0atmv27XNPFhERcYOMDA4l/cZBNhuWtqMydOkCZcq4IZiIeNqaNTBmDMybd3vjCuDw4dyf9xvDhlEVaGNQNhPrRAqNDhQRERF/p+aViLhNWFgY8QYbtu8DNvz5ycREV0USJ6hd2/ZxNa9ERHzI4sUkX+wGJBgURjKdvTBkiDtSiUgh0KKFcc3Gja7PUWi1aweVKjHMoCwd695XTJ7s+kwiIiIihZiaVyLiViNHjjSs+eXPTyQYfUAmnmS075XGBoqI+JDERL6jAxisvKpOU0qasiEuzj25RMTjmja1Tsez5bff3JOlUAoIgGHDsKelPxlg+3brl4iIiIifUvNKRNyqR48elDEYHzQRyLr5iTVrrHNGpFAyal4dOmR7TywREfESWVlgNlOaLw1LR3MVOnSAChXcEExECoPwcOMtmjbcNmLBzwwbRhWgnUHZLOASaHSgiIiI+DU1r0TErYKCghg2zPawjOPAsj8/qdGBhZbR2MDsbGsDS0REvNyvv8Lp06zmmEFhBM+zGQYPdkssESk8jEYH+vXKK4A2baBKFcPRgVeB6WAdHWixGFSLiIiI+CY1r0TE7UaNGmVYo9GB3sNo5RVo3ysREZ+QkMAKKpLGTptl0TSlONfAYJ9LEfE9Rs2r/fvh/Hm3RCmcTCYYOtSu0YFjgTM7d2p0oIiIiPgtNa9ExO3atWtHtWrVbNYkYr3jMMfKlXD0qAtTSX5FR0NwsO0aNa9ERLxcdjYkJfF/GN+xMJzMnNUFIuJfjJpXAJs2uTxG4TZsGJWBDgZlG7l+Q9+kSS6PJCIiIlIYqXklIm5nMpkYMWKEzZpzwNw/P5mU5KpIUgBBQVCjhu2avXvdk0VERFxk1So4fpzFnDMoDOcljQwU8VvNmxvX+P3owNatoWpVhtpROh40Pl1ERET8lppXIuIRGh3oW4xGB2rllYiIl0tIYD3luMRWm2WVaExp0tW8EvFTkZFQp47tGn9uXl29epU5c+fyWPHivG9H/Rbg3M6dsNP2uFYRERERX6TmlYh4ROPGjWnUqJHNmmnAJWAz8C+A5cvh+HHXhxOHqXklIuLDLBZITOQDahuWxhNgXXphtCRXRHyW0ejADRvck6OwsVgs1K9fn759+/L55s2ctOOcTGA6aPWViIiI+CU1r0TEY0aOHGnz+BWgFtAMeAbYa7E4PDowMzOT9evX869//QuLxZLPpGKktsHnmQcPQkaGe7KIiIiTrVsHR46wk80GhaG8zBYYMsQtsUSkcDJqXu3eDZcvuydLYWIymejUqZPD5yWAmlciIiLil9S8EhGPMWpeAZy66XEiGI4OvHr1KitWrOD999+nb9++lCxZktatW/PMM8+wU+M2XMZo5VVWFvz+u3uyiIiIkyUkMJsSbOeSzbLyNKUiqRoZKOLnjJpXFgtsNuqF+6iYmBiHz5kLXNy0CQ4ccHoeERERkcLMJ5pXhw8f5oUXXqB+/foULVqUkiVLcscddzB27FjS0tIKdO2LFy8yceJEHn74YVq0aEHx4sUJCQmhTJkydO3albFjx3L+/HnD61SrVg2TyWT4Va1atQLlFfEm1atXp127dnbXJwAsWwYnbx+ycebMGbp3707x4sXp2LEjr776KnPmzOHSpf990LZs2TInpJbcGDWvQKMDRUS80vWRgY8RaFj6KCnQqBHUreuGYCJSWDVvblzjr/te9e7dm9DQUIfOuQbMAK2+EhEREb/j9c2rmTNn0qRJEz766CN27dpFWloa586dY926dfztb3+jRYsWHMjnHUqzZ8+mbNmyjBw5kq+//pqNGzdy4cIFMjIySElJYenSpfztb3+jXr16LF682Ml/MhH/YM/qqxs2AAezs8Fsvu1YiRIl2Lx5M+np6Xmer+aV61StCkFBtmv27nVPFhERcaLrd/sf5pxBoYkHOaqRgSJCyZJQvbrtGn9tXkVERNCzZ0+Hz9PoQBEREfFHXt282rx5M8OGDePChQtERETwj3/8g5UrV7Jw4UIefvhhAHbv3k3//v25nI+h2mfOnOHq1asEBATQp08fPv74YxYtWsRvv/3GtGnTGD58OAAnT55kwIABbNq0yfCaMTExbN26Nc+vefPmOZxTxJsNGzaMgAD7fxQlQa6jAwMCAgxnyC9btkz7XrlIUJDxhxRaeSUi4oUSE5lPBBaybJYFEEI01zQyUEQA49GBGza4J0dhlJ/RgbOBy2vWwNGjzg8kIiIiUkgZ3CdfuD377LOkpaURFBTEvHnzbhk/1r17d2rXrs2LL77Irl27+Oc//8kbb7zh0PWDg4N59NFHefXVV6lSpcotx5o3b87AgQPp0KEDTz/9NGlpaTz//PMsXLjQ5jWLFy9Oo0aNHMoh4svKlStHjx49mD9/vl31CcDzS5bA6dNQpswtx7p06cLUqVPzPPfYsWMcPHiQGjVqFCCx5KV2bdurq7TySkTEy1gskJDA44QDtm8Eq0EU1C0BDRu6J5uIFGotWtheKLRjB1y5AmFh7stUWAwcOBCTyXTLTXXFgIs2zkkHZgHDzGZ46ikXJxQREREpHLx25dW6detYsmQJAA8++GCu++Y8//zz1K9fH4Bx48aRkZHh0GsMHz6czz///LbG1c2eeuopWrVqBcCSJUs4c+aMQ68hIjBq1Ci7a1cDR7KyIDn5tmOdO3c2PH/p0qUOJBNHGO17pZVXIiJeZscOtu0OYp/hyED4lCvWVVcmkxuCiUhhZ7TyKisLtm51T5bCpnz58rRp04ZGjRrx2iuvsDYqCnv+KjQ6UERERPyN1zavkm/64Pr+++/PtSYgIIB77rkHgHPnzuU0u5yta9euAGRnZ3Pw4EGXvIaIL4uLi3No4+K8Rgc2bdqUyMhIm+dq3yvXMWpeHTwImZnuySIiIk6QkMDHdAVs3wBmIpDeXNJ+VyKSw6h5Bf677xXA/Pnz2bp1K+++9x6thw6lCnD77bi3mgmkLVsGp065IaGIiIiI53lt8+rXX38FoGjRorRs2TLPui5duuQ8Xr58uUuyXL16NeexI3v3iIhVVFQU/fv3t7s+AWDhQvjTSsegoCA6dOiQ53mVKlWidOnS+UwpRmrXtn08MxN+/909WURExAkSEpjEdsOyKpS0bnzYrJnrM4mIVyhbFipXtl3jz82riIiI/31zfa9Aox0D04A5FkuuEyhEREREfJHXdlp27twJQK1atQgKynvrrnr16t12jrPdGEMWFBRELYOlB8uWLaNJkyYULVqU8PBwqlevzvDhw0lOTr5l5rWIv3FkdOAK4I+sLMhlf6ubG9Y1a9bk/vvv57vvvmP//v0cOXKEDz/80BlxJRdGK69AowNFRLzG7t0c2naJVI4Ylv6TDOuqK40MFJGbGK2+2rDBPTkKve7dISrKsHkFGh0oIiIi/iXvrk8hlp6eTkpKCgCVDW7nKlGiBEWLFiU1NZUjR4zffDtq5syZbNmyBYA+ffpQrFgxm/V/Hit46NAhDh06xOTJk+nQoQOTJk2iUqVKDuc4evSozePHjx93+Joi7tSvXz+KFSvGxYu2tiq2sgBm4ImEBHjggVuODR48mKpVq9KpUyfDnw/iXFWrQmCgdQ+DvOzbB336uC+TiIjkU2IiE+kHfGtQGEA85zUyUERu06IFTJuW9/GtW+HaNQgJcV+mQikkBAYOpNpPP9EKWG+j1AykL1xIkXPnoEQJNwUUERER8QyvXHl16dKlnMe3LLfPQ9GiRQG4fPmyU3OcPXuWJ554AoDAwEDeeeedPGtDQkIYNGgQ//nPf1iyZAkbN25k8eLFvPfee0RHRwOwYsUKevXqxYULFxzOEh0dbfPrjjvuyN8fUsRNwsLCiIuLs7s+EWDBAjh36ybytWvXZuTIkWpceUBwsHVqlC1797oni4iIFFBiIt9TGrhqs6wXARAdDa1buyeXiHgNo5VXGRmw3XgyqX+4PjrQ6DaAdGBuVpbtrqCIiIiIj/DK5lV6enrO4xA7btMKDQ0F4MqVK07LkJWVxejRo/n9+gYuf//732nevHme9WvXrmXq1Kk88cQTdOnShWbNmtG1a1deeeUVtm/fTu/evQHraMO3337baTlFvIkjowOXAqcyMvTGrZAxGh2osYEiIl7gwAFO/3aYXewwLP2ETOuHrhoZKCJ/YtS8Av/e9+oWffpA0aLYcyvfF6DRgSIiIuIXvLJ5VaRIkZzH165dM6y/etV6x2hYWJjTMjz++OPMmTMHgP79+/P666/brC9evHiexyIjI5k8eTKlSpUC4Msvv7Trz3WzI0eO2Pxau3atQ9cT8YTu3btTtkwZu2qzgWSAhAQXJhJHqXklIuIDkpL4mRhgts2yWpSmPuSsGBARuVnFilCunO0aNa+uCwuDfv04Z1zJQuDq3Llw00QaEREREV/klc2ryMjInMf2jAJMTU0F7BsxaI9XXnmFL7/8EoCOHTsyZcoUAgMDC3TNqKgoRowYAVjzrl9va9L17SpXrmzzq0KFCgXKJ+IOQUFBDBs+3O76BIB58yAfozbFNWrXtn38wAHIzHRPFhERyaeEBA6xG0izWXYvl6FCBWjf3j25RMSrmEzGq682bHBPFq8weDCtgUiDsmvAgmvXYOZMN4QSERER8RyvbF4VKVKE0qVLA3D06FGbtefOnctpXt3YW6ogPvjgA8aMGQNAixYtmDFjhtNWdDVo0CDn8bFjx5xyTRFv48jowEXAmWvXYPp01wUShxitvMrIgCNH3JNFRETy4cgRWLOGvQwAngYq5VnalzCIi4MAr3xLISJuYNS82rxZNzbl6NePgNBQBtpR+hVodKCIiIj4PK99p1m/fn0A9u3bR6aN33Z37dp12zn59dlnn/Hyyy/nXGvu3LlERUUV6Jo3s1gsTruWiLdq27Yt1apWtas2C5gKGh1YiBitvAKNDhQRKdSSkkgnlF95DPgEOAysAp4HquWUFaERLTkHQ4Z4JKaIeAej5lV6Otz0lt2/RUZCnz48ZEfpXCBj5kxIs71CVkRERMSbeW3zqmPHjoB1xN4GG7MGli5dmvO4Q4cO+X69H3/8kSeffBKAGjVqsGDBgpzVX86yY8f/NsWuWLGiU68t4i1MJhMjHVh9lQAwZ45mvhcSVauC0RTVvXvdk0VERPIhIYH59OISxa4/EQC0BcYCB4D1wCv0JxrKlIFOnTyVVES8gFHzCrTv1S0GD6YTEG5Qlg4suXIF5s51QygRERERz/Da5lVsbGzO4++++y7XmuzsbH744QcAihcvTrdu3fL1WklJSdx///1YLBYqV67MwoULnd5cunDhApMmTQIgPDycVq1aOfX6It7EkdGBC4DzV6/CjBmuCyR2CwmxNrBs0corEZFC6vhxWLGCRAbnUWACWgLv8T57ITYWgoLcl09EvE7VqlCypO0aNa9uMnAgQUFB9LGj9GvQ6EARERHxaV7bvLrjjjvodP1Oz2+++YZVq1bdVvPRRx+xc+dOAJ555hmCg4NvOT5+/HhMJhMmk4m33nor19eZN28eI0eOJCsri7Jly7JgwQKqVavmUNY5c+Zw5cqVPI9funSJYcOGcebMGQAefPBBQkNDHXoNEV/SqFEjGt20B5wtGcB00OjAQsRodKBWXomIFFJmM9csQUwlxmZZEzZTm30aGSgihkwm49VXal5ZnTp1ih+mT2dE6dLYs55qBpA5bRpcverqaCIiIiIe4dW3Sn7yySd06NCBK1eu0Lt3b1599VW6devGlStXmDhxIl9++SUAderU4fnnn3f4+qtXryYuLo5r164RHBzMxx9/TEZGBtu2bcvznMqVK1O8ePFbnhszZgyjR48mPj6ejh07UrNmTSIiIjh//jyrVq3iv//9L0eOHAGgbt26eTbSRPzJqLvu4tVXX7WrNgG4e9YsuHwZIiJcG0wM1aple4KJVl6JiBRSiYksphvnKWGzbAgJUKIE5HOqgYj4lxYtYMGCvI9v3AjZ2RDgtbfWFty7777L66+/7tA5acCvly7RbeFC6NfPNcFEREREPMirm1fNmzdn0qRJ3HXXXVy8eDHXD7rr1KnDzJkziYyMdPj6c+bMIe36BqgZGRmMHj3a8JzvvvuO++6777bnz549y9dff83XX3+d57mdO3fml19+oaTRXAURPzBixAi7m1dzgYvp6RSbPRuGDrX7NbKzs7FYLAQabdIkDqlVy/bxAwcgK8t4bywREXGj06dhyRIe41VgJtATyH0SwGASISYG/jTVQEQkN0Yrry5ftq7Mr1vXPXkKo4YNG+brvG+BbomJal6JiIiIT/L6e5sGDhzIli1beO6556hTpw7h4eEUL16cVq1a8cEHH7Bx40ZqGX2S6mJjx45lzJgxxMTEUK9ePUqXLk1QUBDFihWjXr163HvvvcyZM4clS5ZQqVIlj2YVKSyqV69Ou9at7aq9ivVjNqZMsVmXmZnJunXr+Oijj4iJiaF06dIsWrSowFnlVkZjA69dg+uLTUVEpLBITuZ8dgAH+QwYAJQF7gKSgf+Nv67PDhqwEwbntS+WiMitjJpXoNGBPXr0uG2bA3tMBbKSkyEz0+mZRERERDzNZLFYLJ4OIa539OhRoqOjAThy5AiVK1f2cCIRY//5z3946qmn7KodCkwuWhRSUqBIkZznV6xYwdKlS1m2bBkrVqzg8uXLt5z397//nXfeeceZsf3e7t1Qr57tmvnzoWdP9+QRERE73HknA+emMYNfczlYFOgPDOZxDvJp5D+sK7W0R6uI2CE7G4oXh0uX8q554QX48EO3RSqUevToka8b65YBnRYuhO7dnR9KRPJNn8OJiBSc16+8EhHfNXToUAJMJrtqZwFXUlOtXZGbPPbYY7z22mvMnTv3tsYVwNKlS50RVW5SvbrxngXa90pEpBA5dw4WLmQ+f+RRkApMBoZTlYUwcKAaVyJit4AA49VX/r7yCqBfPkf/jQdITHRmFBEREZFCQc0rESm0ypUrR8+uXe2qTQXmAyQl3fJ8586dbZ63Zs0a0tPT85VPchcSAlWr2q7Zu9c9WURExA7TppGamcVVDhoURvA882HIELfEEhHfYU/zyt9nwuS3eZUIZCclWZe4iYiIiPgQNa9EpFAbde+9dteaAaZNg4yMnOe6dOli85xr166xdu3afKaTvBhtNaiVVyIihUhCAvfTAbD9wWdRqhJYtCjcead7comIzzBqXp0/DweN+uc+rl69elSrVs3h8y4Aa06cgFWrnJ5JRERExJPUvBKRQi0uLo7QoCC7aqcBGWfPwrJlOc916tTJ8LxlN9WLc6h5JSLiJS5ehHnzSOCcYekooqBfPwgLc0MwEfElRs0r0OhAk8lEv379CA4OpmfPnvzztdfYBXS049wfQKMDRURExOeoeSUihVqxYsUY0KePXbWpwA64ZXRg+fLlqVOnjs3ztO+V89Wubfv4/v2abCIiUijMmMGOa+WxsN2gMJDPWKmRgSKSL3XrQni47Rp/b14BvPHGG5w5c4b58+fz3LvvUrd5cx6047zJgCUxUbMXRURExKeoeSUihd7I++83rBkKpABNAczmWzojRqMDV65cScZNowal4IxWXl29CkePuieLiIjYkJDAYJoZlhWhDkFFilhXXomIOCgwEJo1s12j5pV1z9/IyMj/PTF4MDEYf3BzFlh/+DBs2ODCdCIiIiLupeaViBR6/fr1o1iRIjZrdgARN745fhzWrMk51rlz59vqK1euzOjRo/niiy/YsGEDQXaOJhT7GK28Ati71/U5RETEhsuXYfZsdrPRsLQPJax7XUVEGNaKiOTGaHTghg1aOHSbwYMpAbS0o/Qn0OhAERER8SlqXolIoRcWFkacwZ3e27k+MvAGsznnYefOnalZsyYPPPAA48eP58CBAxw+fJiffvqJRx55hHr16mEymVyS3V9Vrw5Gf6Xa90pExMNmz+Z4ejgWjhuW/sJKGDzYDaFExFcZNa9SUrQy/zb16kGDBjxgR+kEwJKQoA6giIiI+Aw1r0TEKwx70Hja+5Sbv0lKynnjVqVKFfbt28c333zDvffeS/Xq1dWscrHQUKhSxXaNmlciIh6WmMgoYoBMm2UBlCA8OBgGDnRPLhHxSUbNK9DowFwNHkw8YPTu5TSwad8+2LbNDaFEREREXE/NKxHxCj179qS4wejAW5pX+/fD1q0uzSS2GY0O1NhAEREPunIFZszgV4w/5OxOQ+jdG6Ki3BBMRHxVgwbWG5xsUfMqF4MHUxZoYkfpBNDoQBEREfEZal6JiFcICQkhpk8fmzW3jQ5MSnJlJDFQq5bt41p5JSLiQXPnci7VQhabDApNmDUyUEScIDgYmhh0YNS8ykWTJlCzJvfbUfoT10cHioiIiPgANa9ExGsMfeghw5oZN3+j5pVHGTWv9u+H7Gz3ZBERkT9JTORdmgAZNssCqUVEUADExLgnl4j4NKPRgRs2uCeHVzGZYPBghthRehzYvn077Nnj6lQiIiIiLqfmlYh4jV69exOVy6yRysCzwArghZsPbN2q2XQeZDQ2MD0djh1zTxYREbnJtWswYwbfcsWwtDPVoVs3KFnSDcFExNcZNa+OH4eUFPdk8SqDB1MJqG9H6UTQ6EARERHxCWpeiYjXCAkJIbZnT+B/DauVwO/Ax0B7cvmhZja7L6Dc4s8rr4oVg5YtYfhw+PvfYfx463MiIuJmS5bA+fOcZ7dBoYnJLIEh9tzvLyJirHlz45odO4xr/E7r1hAdzT12lP4Aal6JiIiIT1DzSkS8ygvvv8/KMmVyGlbtMPhBptGBHlOzJnz/PaxcCadOwfnzsH49TJwI77wD994LUVGeTiki4oeSkviIpkC6zbJgqlA6IBNiY90SS0R8X307lg6peZULkwni4xlmR+kRYOeGDXDokItDiYiIiLiWmlci4lUaNW5Mu5Ej7f/htWYNHD3qykiSh9BQuOceaNcOypSxvucWEREPy8qC5GQ+INiwtC1VoVMnKFvWDcFExB9EREC1arZrtm93SxTvEx9PDaC6HaVTQBMoRERExOupeSUi3icuzrH65GSXxBAREfE6q1fDyZOcZpdh6Q/85vi/uSIiBho0yP35qCjrTU/V7enO+JnDhw/zxfbtxISEYM9teUmg0YEiIiLi9YI8HUBExGEdO0Lp0jZ3c84AlgChQOekJHjySTeFExERKcTMZiZSC9hnsyyQClTjuJpXIuJ0bdvChQvQsKG1kdWggfVxhQpaqf9nM2fO5OWXX2bbtm0OnbcZ2LtiBbWPH7f+xYqIiIh4Ia28EhHvExQEMTG3PZ0GJAP3AmWB3sA/AJYutdnoEhER8QsWCyQlMRaLYWkjakHLllClihuCiYg/ef11WL4cvvgCnnkGevWCihXVuMpNWFiYw42rGxJBowNFRETEq6l5JSLeKT4egAvAL8AQoAwQB/wAnL9etgg4l50N06fbvFxmZiZr165lzJgx/Pjjjy4KLSIi4kFbtsDBg2zmpGHp1+zO+bdWREQ8o2PHjkREROTr3ATQ6EARERHxampeiYh36tEDIiNJAEZjvbMwLZeyTGAGQFLSLc9nZ2ezZcsWxo0bx6BBgyhVqhRt2rThlVde4csvv3R1ehEREfdLSmIZEWRy2WZZECVoxSmNDBQR8bCQkBB69eqVr3M3AAeXLNEEChEREfFaal6JiHcKDYUBAxiE8Q8yM8C8eXDpEgBfffUV5cqVo2nTpjz33HNMnz6dixcv5tSvXr2a1NRUVyUXERHxDLOZvxBuWNaGUlCvHtSv74ZQIiJiS79+/fJ9bmJ2Nkyd6sQ0IiIiIu6j5pWIeK/4eMoAnQ3K5gCp167BrFkAFC9enBQbdyBmZmayfPlyp8UUERHxuH37YOtWdnPOsPRdTmvVlYhIIdG3b1+Hz6kKPI91D2CNDhQRERFvpeaViHivO++EIkUw+njtCjAXckYHdu3a1fDSixYtKmA4ERGRQsRsZjuhZJNhUBhIVy5ovysRkUKiUqVKNGnSJNdjxW56XBN4GVgPHATGAk0AFiyA8+ddG1JERETEBdS8EhHvFREBffoYNq/g+ujAmTMhPZ0yZcrk+QbwhsWLFzsjoYiISOGQlMRAahuWVaQ4REdDy5auzyQiIna5MTowPDycgQMH8t+HH+YQMAX4O7AJ2Au8D7QETDefnJEBM2a4M66IiIiIU6h5JSLeLT6eaKC1Qdl04FpqKsyfD0D37t1t1m/YsIHzukNRRER8wbFjsHo1BzlgWPr/sFhHBppMhrUiIuIeDzzwAHPnzuXMmTNMmzaNv3z8MVXDwugNvAM05U8Nqz8zm92SU0RERMSZ1LwSEe82YAApgYFUNii7ACyGnNGBRs2r7Oxsli1b5oyEkov0dNixw7p/9EcfwZkznk4kIuLDpk5lK2WBNINCEw9yViMDRUQKmdq1a9O7d2+KFClifaJoUXBkL6w5cyDN6N8AERERkcIlyNMBREQKIisqivoBAaRkZRnWmoE+06ZBRgadO3cmICCA7Ozs2+qio6Pp0aMH5cuXd0Fi/3PpEnzxBezdC/v2Wf/z6FGwWP5X07o1dO7suYwiIj4tKYm7qAmcslkWQTkonQkdO7onl4iI5N/gwTk35hlKS4N58yA21qWRRERERJxJzSsR8WqBgYH0b9mS71evNqxNBj49e5bAZcuI6tGDVq1asXbtWsqWLUv37t1zvmrUqIFJ45KcJjAQ/vY32zV796p5JSLiEmfPwpIl7KC6YemThEJMf+sPbhERKdz694fgYOueVnnIBH4F6gIVzWY1r0RERMSraGygiHi9oY8/blfdSWAV5Nyh+PHHH7Nt2zZOnDjBhAkTePjhh6lZs6YaV04WHg6VKtmu2bfPPVlERPzO9Omcygoj0479rt7nd+t+VyIiHnbpEvz2m6dTFHJRUdCjx21Pp2Pd7/d+oDzQHfgZYPp0m40uERERkcJGzSsR8Xq9hg8nys67xM0AycmQnU379u1p2LChmlVuUKuW7eNqXomIuIjZzGi6A7ePyb1ZMWpBZGSuH4SKiLjKxYuwejV8+y288IJ1G6eqVaFYMWjZEi5c8HTCQu76DQcXgF+AoUBpYBAwHrixrawZ4Nw50J6+IiIi4kXUvBIRrxcSEkJs8+Z21SYBlj/+gLVrXRtKblG7tu3je/e6J4eIiF9JTYW5c1nM74alj1AE+vWDIkXcEExExPrreFQUtGsHDz4IH30Ec+bA4cP/q9m503P5vEJMDJhMPA6MBhKA1FzKVgHHwf49skREREQKATWvRMQnDP3LX+yqOwRsAr1xczN7Vl5ZLO7JIiLiN+bMITM9nSy2GxQGMoZtEB/vllgiIgB16hjXbDf68eXvypWDDh2IsaN0KuRMoBARERHxBmpeiYhP6HX33UQF2PcjzQzW5pW6JW5j1LxKTYWTJ92TRUTEbyQl8QE9gEybZcHUJTA01DqvS0TETYoXh4oVbdfs2OGWKN4tLo6+QKhBmRngjz9g3TrXZxIRERFxAjWvRMQnhISEMKRZM3oAkQa1SQD798PWra4PJoDtsYGhodCgAZw96748IiI+79o1mDGDL6lsWNqDKtCrl3XPKxERN2rQwPZxrbyyQ1wckUBPg7JFXB8daDa7PJKIiIiIM6h5JSI+46vvv2cBMMKgbjuwBzQ60I1q1oSGDSE2Fv72N/jiC1i40LqnQVqa9YMJow8vRETEAYsWwcWLHGG9QWEoU5inkYEi4hFGv/9p5ZUdqleHpk2JMyjLBGoCaQkJmkAhIiIiXkHNKxHxGaaGDaFOHez5+C1ndKC4RdGisG2b9UbP//s/eOQR6N4doqPBzmmPIiLiiKQkxtMOi8F+V1EMJCIAGDjQPblERG7SsKHt40eOwMWL7sni1eLjGYTxBzxXgHn796srKCIiIl5BHxmKiO8wmSA+nu5AMYPSJLCODdy71/W5RERE3CkrC6ZOZQx1DUv7EwRdukDp0m4IJiJyK3tW3u/e7foc3spisbBnzx7GXb7MaMCe9VSTQKMDRURExCuoeSUiviU+nhBggEHZWuAo6I2biIj4npUr4dQp9rLNoDCScUyHOKNhUyIirnFz86pCBejRA55+Gj7/HJYtg5QUaN3ac/kKq7179/L0009Tu3Zt6taty3Mffsh87GteTQOuJSS4OKGIiIhIwQV5OoCIiFO1agWVKxN39Ci/GJQmA08mJcGLL7ohmIiIiJuYzcyiEdkG+12F040yTLNuSCgi4gElS1r77XXrWh+LfS5evMi///3vfJ2bBizavJk7Dx2CatWcGUtERETEqbTySkR8y/XRgXcCRQxKkwDWrIGjR23WZWZmsn79eiza2FhERAo7iwWSkniVFoal3YiyLmmIjnZDMBGR3LVrp8aVo5o3b065cuXyff4UgORkZ8URERERcQk1r0TE98THEwH0MShbCqTAbW/csrOz2bJlC+PGjWPQoEGULl2a1q1bs2vXLpfEFRERcZpNm+D339nCNIPCUD5hNsTHuyOViIg4UUBAAH379s33+QlAZlKS8wKJiIiIuICaVyLiezp2hNKlMdrBIxuYDmA2c/XqVT7//HOGDRtGuXLlaNq0Kc899xzTp0/nwoULACxatMjFwUVERAooKYn5RGPhvM2yELpQkxTtdyUi4qUK0ry6CGz59Vc4dcp5gUREREScTM0rEfE9gYEQE8NAINCgNAlg6VKCL1zgtddeY8qUKaSkpORau3jxYicHFRERcbKkJJ6kqmFZfYKgQQPrRjMiIuJ1evXqRWCg0bud3FUAmgFMM1qlKyIiIuI5al6JiG+Kj6ck0M2gbB5wKSuLgJkz6dq1q83axYsXk52d7aSAIiIiTrZ7N+zYwT52G5Z+yFaNDBQR8WIlSpSgffv2+Tr3OLAewGx2ZiQRERERp1LzSkR8U48eEBlpODrwGjAbICmJ7t2726w9e/YsW7ZscVJAERERJzObWUwtsjlts8xEFL04opGBIiJerl+/fjmPo6KiGDZsGOPbtWOWHeeaARYsgIsXXRVPREREpEDUvBIR3xQaCgMGEGtH6XyAefPo3qaNYa32vRIRkULLbGYYJQ3LKlIfqlaF5s3dEEpERFwlNjaWl19+mWXLlpGSksKkSZO494UX6ANUNDjXDHDtGsyyp9UlIiIi4n5qXomIzzrfpw8fASE2ah4EvgC4do16+/ZRvnx5m9dU88q1MjMhK8vTKUREvNDRo7B2LSlsMyz9B+etq65MJtfnEhERl6lXrx7vv/8+nTp1IigoyPpknz4EhIUZ3sS3G9gJGh0oIiIihZaaVyLis8IHDuQbrKMB87KG//0gNJnNdOtme5esgwcPYrFYnJTQP2Vmwv79MGcO/Oc/8Oyz0L8/1K0L4eGwZo2nE4qIeKHkZI5QHLhiUBjCvezSflciIr6qaFHo08dwfDpcX301axakp7s4lIiIiIjj1LwSEZ8VUrIkMdHRNmu2cf2OQ4CZM+neqdMtx8uWLcuIESP44osv2Lt3L9u2bcOkO9XzLTUVwsKgVi3o2xeeego++cT6nnnPHsjIgH37PJ1SRMQLJSXxAoMA2zdYBFMBypSB9u3dk0tERNwvLo4uQAmDMjPA5cuwcKHrM4mIiIg4SM0rEfFpw4YMMayZcuNBaio9goKIjY3lX//6F9u2bePEiRNMmDCBRx55hFq1aqlxVUBFi0JJg+1Y9u51TxYREZ+RkgLLljEb4zvnH6YUxMZCYKDrc4mIiGcMGEBwYCADDMrWA4cBkpJcn0lERETEQWpeiYhP6/Xii0QZ1Ey56XH1lSsxm8089dRTNGzYUM0qF6hd2/ZxrbwSEXHQ9OlczgrkEottlpmowaf8Zt3vSkSkEDt1CpYsgc8+gyeegG7d4P33PZ3Ki5QsCd26Yc+A2GSAadOss71FREREChE1r0TEp4WUL09MhQo2a24ZHTh9ut64uVitWraPq3klIuIgs5kXiQVO2yyrSjsoVgy6d3dLLBERR4wbB126WCeblitnbVg98YS1gbVkCaxa5emEXiYujt5AmEGZGawreFescH0mEREREQeoeSUiPm+YHXeY56y+OnMGli93aR5/Z7Tyau9esNjeskVERG64dAnmzWMZZw1Ln+YoDBgAoaFuCCYi4pjdu2HZMmsfJTc7drg3j9eLiSEcuNOgbBmQAmA2uzySiIiIiCPUvBIRn+fo6EC9cXMto5VXFy5Ye4giImKH2bPJvnqVXRh9qluVZ1iqkYEiUmg1bGj7+IEDkJbmniw+oVIlaNMGo5/62cB0sL4H0h1kIiIiUoioeSUiPi+kalViypSxWbMN2HXjm+RkvXFzIaPmFWh0oIiI3cxmJlCXLP6wWVaNFgQUKQJ3Gt2DLyLiGQ0a2D5usVhXZ4kD4uMZAAQZlH0LLD18GH77zQ2hREREROyj5pWI+IVhAwYY1iTeeKA3bi5lT/Nq717X5xAR8XpXr8LMmfyX8oalf2Mf9O4NERFuCCYi4jijlVeg0YEOi4ujBNDVoGw58CJoAoWIiIgUKmpeiYhf6PXCC4ajAxNv/kZv3FwmKsq6EbctWnklImKHhQvh0iXWc9RmWQBleIhtEB/vpmAiIo4rWxZKlrRds327e7L4jNq1oWFDw9GBAGuBY5MmuTqRiIiIiN3UvBIRvxDSoAGDihe3WbMROHDjGzWvXMpo9ZVWXomI2CEpidlU4yr7bZbVpR4hgQEwcKCbgomIOM5kMh4dqJVX9svOzmbTpk18WL48E+08x7xvn2YzioiISKGh5pWI+I3BvXsb1vwIzALrO+M9e1wdyW/Vrm37uFZeiYgYyMqCqVP5hKqGpaNJha5djZc0iIh4mNHoQDWvbDt16hTff/89d911FxUqVKB58+a8uHAhv9p5fiLoJj4REREpNNS8EhG/0fvZZylqUPM20B84Dnrj5kJGK6/UvBIRMbB8OaSk8DvrDAqL8QxbIM6eoVEiIp5ltPJq/35IT3dPFm80d+5c7rvvPn7++WdOnTrl8PnLgNOTJzs/mIiIiEg+qHklIn4jrG1bBoSH26yxXP/PaaDmlQsZrbw6dw7OnHFPFhERr2Q2k0hpdpFms6wajYggE2Jj3ZNLRKQAjJpX2dmaamdLz549C3R+NjB140Y4ansvRRERERF3UPNKRPyHycTgrl3tKjUDrFkDx47d8nx2djZbtmzhk08+ISYmhjfeeMPpMf2B0cor0OorEZE8WSyQlMTTObdc5O1RTkHbtlCpkhuCiYgUjNHYQNDoQFsqVKhAkyZNCnSNRIDkZGfEERERESkQNa9ExK/0ffJJithRtwi4AFiSk9mzZw+ff/45w4YNo1y5cjRt2pRnn32WadOmMXXqVBcn9k32NK/27nV9DhERr7RhAxw5wnHOGxQG8Bj7NDJQRLxG+fJQvLjtmu3b3RLFa/Xq1atA5y8Ezmt0oIiIiBQCal6JiF+J6N2bO0NCDOsygJnAO//8J3Xr1uWxxx5jypQppKSk3FK3ZcsWTp8+7ZqwPqx4cShd2naNVl6JiOTBbGYOkVjIslkWRChRoOaViHgNk8l4dKBWXtnWu3fvAp2fAUxfvlwzvEVERMTj1LwSEf8SGMjgtm3tKk0G2h46ZFi3ZMmSgiTyW0arr9S8EhHJg9nM04QZltUiEho1Mt5oUESkEDEaHaiVV7Z16tSJ0NBQmzUmg2skWSwwfbrzQomIiIjkg5pXIuJ3Bjz2GMF21M0GWmZnExwYaLNu8eLFTsnlb4yaVxobKCKSi927YedO9nLOsPQz0iA+3g2hREScx2jl1b59cPWqe7J4o7CwMDp16nTLc+XKleOukSP5oUgR/gA6G1xjDnB5yhRXRRQRERGxi5pXIuJ3isfG0tOgIQVwGVgFtDEYvL9o0SKn5PI3RgsBtPJKRCQXZjOrKIV1sFPeTATSjcsaGSgiXseoeZWdDXv2uCeLtxo0aBC9e/dm7NixbN68mePHj/PjL79wd2wsFQCj2xrSgdnz50NqqhvSioiIiOROzSsR8T9FijCkeXO7Ss1A9wsXbNbs3r2bY8eOOSGYfzFaeXX2rPVLRERuYjbzEKUMyypQCqpVg6ZNXZ9JRMSJjMYGgkYHGnnqqaeYO3cuzz//PE2aNMFkuj4o8PoNDfasyU3MyIA5c1wXUkRERMSAmlci4pdiHn4Y47VXMA3onJlpWKfRgY6zZwsWjQ4UEbnJsWOwdi2HOW9Y+iJFrR9Smox2NhERKVwqVoRixWzX7Njhniw+p29fCA2lMtDGoHQmkK7RgSIiIuJBal6JiF8qNXw4Xe34QC8FsABFchkzWKZMGYYPH84XX3xBt27dnB/SxxmtvAKNhBERuUVyMpcJ4jLpBoUBPMNBjQwUEa9kMhmPDlTzKp8iI6FXL8B49dVlYP706XDtmstjiYiIiORGzSsR8U9RUQyuX9+u0plAR5OJ4sWLExsby7/+9S+2bdvGyZMnmThxIo888giVKlVybV4fVKIElC5tu0YjYUREbpKczCc0AS7aLIumEpQpA+3buyeXiIiTGY0O1O+IBXD9xobBdpQmpqWBJkyIiIiIh6h5JSJ+K+6+++yqMwM/ZWaSMnkyZrOZp556ioYNG/5vdrzkm+6qFRGx07lzsGQJPxBlWDqWbIiJgVxWDYuIeAOj3xH37tWCoHwbOBACAqgJ1DMoTQYyEhJcn0lEREQkF2peiYjfKn/PPXS0o+534A8gcNo0FyfyP2peiYjYacYMrmVmsYddNstCqckwjkFsrHtyiYi4gNHviFlZ2hs138qUgU6dmAEG/6LABWBxQoL1L1xERETEzdS8EhH/Va4cg6tXt6s0GSA5GSwWFwbyP0YjYQ4cgLQ092QRESnUzGa+pglw3GZZSypBRAT06OGeXCIiLmD0OyJodGCBxMfTGQi2ozTp/HlYvdrFgURERERup+aViPi1+FGj7KozAxw9CuvXuzSPvzG6q9Zigd273ZNFRKTQSkuDOXNYRSegPxCSZ+lgsqBfPyhSxG3xREScrXJlax/eFq3QL4DYWIoBvewoTQSyEhNdHEhERETkdmpeiYhfq/LAA9xhR91WYD+A2ezaQH7GqHkF+mBCRIR587BcucJqngZmACnAZGAkUCynzERlnmEFxMV5JqeIiJOYTBov7VJVqkDLltjzr0UKsGLiRE2gEBEREbdT80pE/FuNGgwuX96uUjOoeeVk5cpByZK2azQSRkT8ntnMdhqyj9rXn4gEhgK/AKeA2cAjtKYRgSEh1pVXIiJezmh0oH5HLKC4OAZh34dCCcePw5Ytrk4kIiIicgs1r0TE7w0eOtSuOjPArl3WL3EK3VUrImIgIwOmT8ec5/3xocCdwBeMId2611WxYnnUioh4D6PfEffssf6IlHyKj6cs0NGO0kQgOynJxYFEREREbqXmlYj4vZoPPkhTO+pWASdAq6+czOiuWjWvRMSvLVsG587ZaF5ZlSKFTvyqkYEi4jOMmleZmbBvn3uy+JqsrCzWp6byXunSHLOj/g9g7c8/uzqWiIiIyC3UvBIRadKEwcWLG5ZZgGmg5pWTGX0wsX8/pKe7J4uISKFjNnOIqmykhc2ygUwnyJQNgwa5KZiIiGsZ3eAEGh3oiMOHD/P1118zfPhwypYtS+vWrXktJcW6r68dEvfvhwMHXJpRRERE5GZqXomImEwMjomxq9QMsG4dHD3q0kj+xKh5lZ0Nu3e7J4uISKFisUByMn9lOLDTZmksydC+vXUzQRERHxAdDUWL2q7RCn37PPfcc1StWpWHH36YyZMnc/bs2VuOm+y4RgJg0ehAERERcSM1r0REgAYPPUQ9O+oWAhcApk51bSA/Ys9dtfpgQkT80vr1cOwY01gBNADqAa8Aa4HsnLJwUunNPI0MFBGfEhAA9evbrtHviPZp0qSJzeMWO65xCNik0YEiIiLiRj7RvDp8+DAvvPAC9evXp2jRopQsWZI77riDsWPHkpaW5rTXmThxIn369KFChQoUKVKEatWqcffdd7N69Wq7r3HmzBnefPNNmjZtSlRUFMWKFaNp06a8+eabnDlzxmlZRcRB7doxODzcsCwDmA25jg7MyspizZo1vPvuu6SkpDg9oq8qXx6MpjZqJIyI+CWzmRlUI4sV15/YDYwB2gBVgCeABXRmAWGkq3klIj7H6CYn/Y5on169ejnlOombNsHJk065loiIiIgRk8Visecmm0Jr5syZjB49mgsXLuR6vG7dusyaNYsaNWrk+zXS09MZOnQoM2bMyPV4QEAAb731Fq+//rrN66xbt46YmBiOHz+e6/GKFSsydepUWrVqle+seTl69CjR0dEAHDlyhMqVKzv9NUS83ab4eJrbsZ/VMGBSYCCcOsWhixeZN28e8+bNY9GiRZw7dw6wNruHDx/u4sS+o0MHWLky7+NxcaApJSLid+rXp/auUuzLaV7lrjv3sbDJb7B5s5uCiYi4x//9H7z0Ut7Hg4MhLQ2CgtyXyVs1aNCAnTvzHkEbAlwzuEYdYNcXX2B65BFnRhPxSfocTkSk4Lx65dXmzZsZNmwYFy5cICIign/84x+sXLmShQsX8vDDDwOwe/du+vfvz+XLl/P9Og8++GBO46pbt24kJyezdu1avvnmG2rWrEl2djZvvPEGX3/9dZ7XOHbsGAMHDuT48eMEBQXx4osvsmzZMpYtW8aLL75IUFAQf/zxBwMGDODYsWP5zioi+df0wQexp809C3gqK4vaDRpQvXp1Hn30URITE3MaVwDz5s1zWU5fpLtqRUT+ZNcu2LWL/Rht+mfiQxZo1ZWI+CSjvVEzMmD/fvdk8XZGq6+MGlcAe4AdP/7olDwiIiIiRry6efXss8+SlpZGUFAQ8+bN49VXX6Vdu3Z0796dL7/8kv/7v/8DYNeuXfzzn//M12ssXbqUX375BYCBAwcyf/58YmJiaN26NQ888ACrV6+mSpUqALz44oucP38+1+u89tprnLy+vP6XX37hgw8+oFOnTnTq1IkPPvgg5zVOnjxpuIJLRFzD1LMng4ODDesuA0uAfTZGZsybNw8vX9jqVkYfTOzbB1evuieLiEihYDbzG6WxYHsMrYnitOComlci4pPs2RtVNznZp3fv3k65TuKqVXDxolOuJSIiImKL1zav1q1bx5IlSwDryqh27drdVvP8889T//oOr+PGjSMjI8Ph17nRAAsMDOSzzz4jMDDwluOlS5fmgw8+AODcuXN88803t13j5MmT/PTTTwD06dOHoUOH3lYzdOhQ+vTpA8APP/yQ0+gSETcKDWVwly72lRocP3r0KLt3G90tLzcYNa+ys2HPHvdkEREpFMxmRnCHYVk09aB6dWjSxA2hRETcq2pVMNqWdscO92Txdl26dCE4lxv1KlWqxP3du/MzUMaO6yRmZcGsWU7PJyIiIvJnXtu8Sk5Oznl8//3351oTEBDAPffcA1gbSzeaXfa6fPkyCxcuBKxL7POaTxsfH0+xYsUASMplU5Zp06aRlZVlMyvAfffdB0BWVhbTpk1zKKuIOEfrBx7AnknUB+yo0ehA++muWhGRmxw9CuvWsZdlhqXvcda66spkckMwERH3CgiA6/ej5knNK/tERETQvn17wsPD6devH+PGjWPHjh0cOXKEb6dPZ1RYGPas4d0C7PvhB1fHFREREfHe5tWvv/4KQNGiRWnZsmWedV1uWkWxfPlyh15j7dq1XL0+p6qLjdUYISEhtG3bNuecP6/wupHV6DoFySoizhHQvz/xAcY/Gr8BShjUzJ8/3ymZ/EHFinD9HoA86YMJEfEbycnsIwLroFpbijKa3RAb64ZQIiKeYbRCXzc42e/HH3/k7NmzzJw5k2eeeYb69etjMpmsy9vuvNOu5hVA4sKFkJ7u0qwiIiIiXtu82rlzJwC1atUiKCgoz7p69erddo6jr/Hn69h6nczMTPbu3ZvrdaKioihfvnye16hQoULOCi5Hs4qIkxQrxuA7jMc0rQN6GtQsXryYa9fs2fpYTCbjDybUvBIRv2E204emhmVFqAtlykD79m4IJSLiGUa/I+7eDZmZ7sni7aKjowkNzWMAemws3QGD+8kASLh2Da5PqRERERFxFa9sXqWnp5OSYt28Oq9RfjeUKFGCokWLAnDkyBGHXufmeqPXiY6OzvW8m783usbN13E069GjR21+HT9+3KHrifizDvffT1mDmkRsN6+io6MZMWIEF7WZsd2MRgfqrloR8QtnzsDSpRzitGHpCIpATAz8aU9WERFfYvQ74tWrcPCge7L4tAEDCAkMpL8dpeuB3zU6UERERFws7yVLhdilS5dyHkdERBjWFy1alNTUVC5fNhq9kv/XudEgA257nRvXsTdrbtcwcnPzTEQKJjA2lvhHH+VzGzV7gKo3fR8REUG3bt3o3bs3vXr1ok6dOtYRHGI3o7tq9+6Fa9cgJMQ9eUREPGLmTNKysslmn0Ghie9YCXGvuSWWiIinGP2OCNabnGrXdn0Wn1ayJHTtStzChUywozxp5kyey8rSDRQiIiLiMl678uqGEDs+xbyxLP7KlSsue52bl97/+XVuXMeVWUXEicqWZXCjRoZlq4CxwLJSpTibksK0adN48sknqVu3rhpX+WD0wURWlrWBJSLi08xmYokBsm2WBVEPIiOhRw/35BIR8ZBq1aBIEds1Gi/tJHFx3AnkMVjwFompqbBihasTiYiIiB/zyuZVkZt+c7VnP5mrV68CEBYW5rLXufEaub3Ojeu4MuuRI0dsfq1du9ah64n4uy733ktJg5pE4Hmg05kzBG/a5PpQPs5oJAxodKCI+Li0NJg7l8UYz7+KoRb06wd57V0iIuIjAgOhfn3bNWpeOUlsLJEY7+0LsAI4/tNPLg4kIiIi/swrm1eRkZE5j+0Zr5eamgrYN7Yvv69z4zVye50b13Fl1sqVK9v8qlChgkPXE/F3wUOGEGNQswf448Y3ZrNrA/mBypXB6EefPpgQEZ82dy6ZV66QiVGnPpAJTIe4OLfEEhHxNKMV+rrByUkqVYI77sDef13MiYlgsbg0koiIiPgvr2xeFSlShNKlSwNw9OhRm7Xnzp3LaQg5ui9U5cqVcx4bvc6RI0dyHv/5dW5cx+gaN19He1iJeFi1agyuXv22p8OAOOAn4BRQ8cYBs1lv3ArIZDL+YELNKxHxaWYzr3AHkGmzLJB6BIeEQN++7sklIuJhRr8j7tplHTEtThAXxyDs+7Ao8exZ2LzZ1YlERETET3ll8wqg/vW5Afv27SMzM+83+Lt27brtHHs1uOk35JuvY+t1goKCqFWrVq7XuXDhAidOnMjzGsePH+fixYv5yioiztfzrrsoBkQAI4ApwGkgCRgNRN1cvGeP9V2zFIjR6EDdVSsiPisjA6ZP52uMx0y3ozb07AnFirkhmIiI5xn9jpieDgeNJ66KPeLiKAN0sKN0MXBaowNFRETERby2edWxY0fAOmZvw4YNedYtXbo053GHDvb8+vU/rVu3JiQk5Lbr/Nm1a9dYvXr1bef8OavRdQqSVUScL3ToUOsbMmACMAQoausEjQ4sMKO7avfssX6+KyLic5YuhfPnOY/RjRAmpjMDYmPdkUpEpFAw+h0RtELfaerWhfr17RodaAGmTpzo6kQiIiLip7y2eRV70xv27777Ltea7OxsfvjhBwCKFy9Ot27dHHqNyMhIevToAcCCBQvyHPuXlJSUs2IqLpe9BwYNGkRAQIDNrADjx48HICAggEGDBjmUVURcoFEjWtSsSRF769W8KjCjDyYyM2HfPvdkERFxK7OZf9MYSLdZFkQ0xU1ZoN8VRcSP1KgBoaG2a9S8cqK4OLv3vUo8dgz273dpHBEREfFPXtu8uuOOO+jUqRMA33zzDatWrbqt5qOPPmLnzp0APPPMMwQHB99yfPz48ZhMJkwmE2+99Vaur/PCCy8AkJmZyRNPPEHWnwZpp6Sk8NJLLwHWBtlDDz102zXKly/P6NGjAZg7dy4JCQm31UyZMoW5c+cCcPfdd1O+fPk8/+wi4iYmE+TSkM7T+vVw0/534ri8RsIEB0OjRjBsmHvziIi4RXY2JCfzHmGGpXdQDTp0gHLlXJ9LRKSQCAyEevVs12i8tHNkZmayqmZNfgDsWPDGQuD8L7+4OJWIiIj4I69tXgF88sknhIWFkZmZSe/evXn//fdZvXo1ixcv5tFHH+XFF18EoE6dOjz//PP5eo3u3bszYsQIAKZNm0avXr2YNm0a69ev57vvvqNt27YcPnwYgDFjxlCiRIlcr/OPf/yDMmXKADBy5Ehefvllli9fzvLly3n55ZcZNWoUAGXKlOHdd9/NV1YRcQE7m1d7gFSA5GQXhvF90dHQpg2MGAHvvAOJibBzJ6SmwtatMGkSaEtAEfE569bBH39wwnBkIHzPJsdurBAR8RFGK/S18ir/9u/fz+eff058fDylS5em/YMP8iZQzY5zM4Dp1yfeiIiIiDhTkKcDFETz5s2ZNGkSd911FxcvXuTVV1+9raZOnTrMnDmTyMjIfL/Ot99+y8WLF5k1axaLFy9m8eLFtxwPCAjg9ddf59FHH83zGtHR0UyfPp3Y2FhOnDjBBx98wAcffHBLTfny5UlOTqZy5cr5zioiTta2rfXu9pMnb3naAmwAzNe/dgITgeFmMzz1lNtj+oqAALi+haCIiP9ITmYFxYHzNssCKE8tTqh5JSJ+yah5tXOndSFrgFffouteL7/8MlOmTOHAgQO5Hk8HPgMeN7hO4r593H3iBGiCjIiIiDiR1/9aN3DgQLZs2cJzzz1HnTp1CA8Pp3jx4rRq1YoPPviAjRs3UqtWrQK9RlhYGDNnzuTnn3+mV69elC1blpCQEKKjoxk1ahTLly/Pc+zgzdq0acPWrVv5+9//TqNGjYiIiCAiIoLGjRvz97//nW3bttGmTZsCZRURJwsIgJgYwHpX4SLgKaAK0Bp4D2vjCqxNLJYtgzNn3J9TRES8l9nMi5Q2LKtPbWjaFKpXd0MoEZHCJa/x0mAdMV2zpn4Nd9S+ffvybFwBrAUeAjobXGcOcGnSJCcmExEREQGTxWKxeDqEuN7Ro0eJjo4G4MiRI1rdJeKIOXOgb1/6Yn1jlpcIIAUI/e47uO++W45lZGSwfft2mjVr5rKYIiLihXbuhAYNCCSYbDJslv5KRTq+9Qi8+aabwomIFB67d0OTJta9rxo2tK7EatDA+rhmTQjy6rkynvHll1/anCADsAzYBDxtcK2JTZowfPNmJyUT8X76HE5EpOD0652IiJHu3aFYMXpcvGizeXUZ64bF/cxmLPfey759+5g3bx7z5s1j8eLFpKamkpKSkufeeCIi4ofMZn4jjGyu2CwLphgd+UMjA0XEb9Wubd0HVU0q5+nVq5dhzXzgUYybV4lbtzL8wgWIinJGNBERERHvHxsoIuJyISHQvz/2fFz4T+CRGTOoXq0aderU4cknn2TatGlcunSJ7Ozs2/bMExERP2c28xDGH/TVJso6LrBxYzeEEhEpfAIC1LhyturVqxtuszAPqAS0zeN4UWAoMMpigZkznRtQRERE/JqaVyIi9oiLoyZg9JHhQuCr7Gx+P3w41+Pz5s1zdjIREfFWR47A+vVs4axh6Wtctq66MpncEExERPyF0eqrdcAFYPBNz0UBd2Hd8/c0MBmIBTCbXRFRRERE/JSaVyIi9ujbF0JD7Vp9ZYuaVyIikiM5mYMUIYtrBoUBjOKcRgaKiIjT9e7dO89j5cuXZ3jlyjnNqweAWcAp4EesDauwm0+YPRuu2B6DKyIiImIvNa9EROwREQG9exe4eXXw4EH279/vlEgiIuLlzGbisD2uCaAMUVC2LLRr54ZQIiLiT7p160ZAgPWjoZIlSxIfH89//vMfduzYwR9//MEv779PFaA68A3QFwjJ62KpqbBwoVtyi4iIiO9T80pExF5xcdQByhbwMlp9JSIinDkDy5axld8NS/9KEMTEQGCgG4KJiIg/iYqKYvz48WzcuJHTp0+TmJjIE088Qf369TGZTNC/v2ObjWl0oIiIiDiJmlciIvYaOJDvTCZOFfAyal6JiAjTp3MxK5tsLhkUmniZ0xoZKCIiLnP33XfTrFmznBVYtyhRArp1s/9i06ZBZqbzwomIiIjfUvNKRMRepUsT64SRTYcPH8ZisTghkIiIeK3kZP5Ce8OyEEpDZCR07+6GUCIiIrmw8waKEwApKbBihUvjiIiIiH9Q80pExAGVRoygrYPnREVFER8fz3//+1/27dvHhg0brCM4JF8yMmDXLti929NJRETyKTUV5s5lKmcNSwdR3jqyKTTUDcFERERyEROT69MW4DfgDaAxUAW4ABodKCIiIk7hwOBiEREhNpbBTz/NajtKnwZGjBhB6x9/JMiROfECwLVrsG8fbN8OO3ZYv7Zvhz17rA2s0aPhp588nVJEJB/mziUjPZ009hoUBvALWyH2NbfEEhERyVXFitC2LaxeTSawHEi+/vXnnRtnASPNZvj4Y9ANeyIiIlIA+jRVRMQR0dEMbtyYv23dalhaCWi3Zg0EBro+lw968EHbzant292XRUTEqcxmHqQ/MNNmWRFqERxyCPr2dUssERGRPMXFkbZ6NdXB5h7AZmDk4cOwcSO0aOGmcCIiIuKLNDZQRMRB1UeOpKkddWaAgwdhyxYXJ/JN9evbPr5rF2RluSeLiIjTZGTAjBkkc9ywtA/loWdPKFbMDcFERHyHtpd1gbg4woE6BmWzgXTQ6EAREREpMDWvREQcFRfHUDvKVgN/ACQluTaPj2rY0Pbx9HQ4dMgtUUREnGfJEjh/nkscMyg08T0rIS7OHalERLzO+fOwfj1MmADvvAP33gvt20PZshot7RK1a0ODBhj9q3QZWAhqXomIiEiBqXklIuKoevWIr16danaUTgW9ccunBg2MazQ6UES8jtnMJFoBJ22WBVCdqIBsGDTIPblERLxI/fpQogS0bg2jRsEbb8APP8CqVXD6tHXfVHGBuDhi7SgzAxnbt2PZs8fFgURERMSXqXklIpIP9UeMYCsQalBnBti6Ffbvd30oH1OjBoQa/AXv2OGeLCIiTpGdDcnJvENjw9L2REOHDtYlBCIicosSJWwfV/PKReLiqAE0MSj7GSgLrPv3v12fSURERHyWmlciIvkRH08E0MugbDFwDrT6Kh8CA6FePds1al6JiFdZswaOH2cXOw0KizKBjRoZKCKSh9q1bR/fu9c9OfxOixZQpYrh6MB04DyQmJjo+kwiIiLis9S8EhHJj5YtITra8I1bJjATtO9VPhmNDtSCNhHxKklJLKIuWayxWRZGVypzUc0rEZE81Kpl+7hWXrlGtsXCkR49DN8D3ZB4/DiWY0Z7PIqIiIjkTs0rEZH8MJkgNpaBGP8gTQLrAP7jx12fy8fcaF5FRMAdd8D998OHH8LMmXDoEPz6q0fjiYjYz2IBs5mXaQ9YbJZ2ojQ0bw7VqrklmoiItzFaeXXuHJw5454svsxisbBr1y4+++wzhgwZQtmyZblj6lQaA9XtOH8/sOWzz1ycUkRERHxVkKcDiIh4rbg4yvz733QCltoomwOkAeFTp8Jf/uKebD7i4Yfh3nuhcmVrv1BExGtd3/9wE9EGhSGMYy7EPe6WWCIi3sho5RVYV1+VKuX6LL7mzJkzJCcns2jRIhYtWsSJEyduq9kdFUXshQt8bMf1EidOpOk//uH8oCIiIuLztPJKRCS/OnWCUqWINyi7AswDjQ7Mh3LlIDpajSsR8QFJSWyhMhkst1kWQifqcwLijf51ERHxX/Y2r8RxR44c4aGHHuKXX37JtXEFsKh+fftHBx44AOfPOy2fiIiI+A81r0RE8isoCAYNItaOUjPA4sXWGSZ/YrHYHh8lIiI+wGxmFDWx7oaYt5ZUsc7DMtr0T0TEjxUvDqVL3/p969YwahS88Qb88IP1PjNxXJMmTShZsqTNmkUmE+2BMnZcbwew88svnRFNRERE/IyaVyIiBREXRxWgpUHZdCAjMxNmzsRisbBjxw4++eQT+vfvT//+/d0QVEREPGb/ftiyhZ3sMigMYAzLrauutORURMSmH36A1aute1udOwdr18LPP8Pbb8Pdd0OVKp5O6J0CAgLo1q2bzZolu3djCg9nkJ3XXPDLLwUPJiIiIn5He16JiBREr15QtChxqalssFF2DngL+OO115j/8sscO3Ys51hQUBCXLl0iMjLSxWFFRMQjzGZ2U5xsTtosC6AmndmrkYEiInbo29fTCXxXt27dSExMzPP42bNn2dKzJ3ELFvCNwbVeAJ7csweuXIGwMKfmFBEREd+mlVciIgVRpAj062fXzPf3gPGHD9/SuALIzMxkyZIlrkgnIiKFQVIS99HUsKwcJaFSJWjVyg2hREREcte9e3fDmkXlytEDiDCoWwWYrlyB+fOdEU1ERET8iJpXIiIFFRdHfaBOAS4xb948Z6UREZHC5PhxWLWKtRw0LH2DyxAXBwH6FV1ERDynXr16lC9f3mbN+qtXKRIcTD+Da60E67pjs9lJ6URERMRf6J2xiEhB9euHKTiYggx5UvNKRMRHJSdzjBCyOWxQGMZf2G5tXomIiHiQyWS6bfVViRIliI+P5z//+Q87duzg58mToXt3Yg2uZQGmAkybBpmZrgksIiIiPkl7XomIFFRUFPTsScbs2fm+xJ49e/j999+pWrWqE4OJiIjHmc30oAWw2mZZCepDyUPQubNbYomIiNjSv39/Lly4QPfu3enevTtNmjQh4M8rg2Nj6Td3LsFAho1rmYFHzp6FX3+Fbt1cmFpERER8iVZeiYg4Q1ycdRxGAczXHHgREd9y7hwsXsx+jhiWxlEeBg2CIN1bJiIinjdq1ChmzJjBX//6V5o1a3Z74wogJoYok4keBtdaCFwASEpyflARERHxWWpeiYg4w6BBDCngJTQ6UETEx8yYQUZmJpk270e3+ppZEF+QAbQiIiJuVqECtG2L0cDbDGAmWPe9ys52fS4RERHxCWpeiYg4Q7ly9G7XjqIOnlayZEmGDx/O119/zdixY10STUREPCQpiXfoDZyyWRZIRUxFi0KvXu7JJSIi4izx8QwCTAZlZoBjx2DdOtdnEhEREZ+guSQiIk4SNnQo/VatYopBXTtgINDr229pfs89BAYGuiGd70hLg127YPt22LHD+rV9OyxaBFWqeDqdiMh1qakwdy7fEGNY+gCNoF8UFCnihmAiIiJOFBdH+b/9jQ7Achtls4ArQFhSErRp455sIiIi4tW08kpExFni4hhsR9ko4BWg1a5dalzZ6fRpGDgQatSAiAho2RLuuQfGjIFp02D/fmsTS0Sk0Jg7l+wrV/iDNQaF0fyHBRoZKCIi3qlmTWja1HB0YBowD6z7Xlksrs8lIiIiXk/NKxERZ6lWjX6NGxNqUJazTbHZrDdudoqKgjlz4ODBvP/K1LwSkULFbGYKdYGDNstK0IWQkCDo1889uURERJwtPt6weQXXRwfu2wfbtrk4kIiIiPgCNa9ERJwocsgQehvULAVOA+zdq46LnUJCoHZt2zXbt7sni4iIoWvXYPp0/kt5w9I4sqFnTyhWzA3BRER8X1oabN1qvU/sww9h7VpPJ/ID8fFUB5oZlE0DMsC6+kpERETEgJpXIiLOFB9vODowG5h64xu9cbNbgwa2j6sPKCKFxuLFcOECa/jDoLA0Y0mGOHvuVxcRkdx8+ik8/DB06waVK0PRotCkiXUa64svwty5nk7oBxo2hNq1MRqAew6YCHz11VduCCUiIiLeTs0rERFnatiQQdWrE2RQlnjjgdns4kC+w57mlaYwikihYDazkCqks9dmWR3qUSIgHQYNclMwERHf8/338PXXsGQJHDt2+/F9+9weyf+YTBAfb9i8ArgHeOTYMfYuXOjqVCIiIuLl1LwSEXEmk4kSQ4bQ3aBsIXAeYONGOHTI1al8QsOGto9fvJj7BxYiIm6VlQXJyfyTaoalI0mHjh2hbFnX5xIR8VG1/j97dx0exb22cfy7cRLcJWhxWtwdWqRQigQtUoqU6qmcyhH61k6pUaWOF5cgRQq0uLu7u1sgQEjIvn8sUCjJzibZmd3N3p/r4jrJzjMzd3vOCdl95vf8ijs/ruaVRdq1oyxgMOn7rkkDB5qZRkRERNIBNa9ERNytbVvDpw7jgZl3vtHqK5cYrbwCjQ4UES+wahWcPs0SLhgUZuJVtjjmWomISKoZ7Yu61/kiWHGXqlWxRUa6tPoKYNKSJabGEREREd+n5pWIiLvVqEGb3LmxGZRNAs6CmlcuKlkSAgOd16h5JSIeN2UKG8jNVbY5LSvIw2Tlpva7EhFJI6OVV2fPwuXL1mTxJ3a7nV27dvHDDz/Qvn17/pg/H9q0cbl5tenaNfYuW2ZqRhEREfFtal6JiLhbQAB5oqKoZ1D2G/A8wLJlcOaM+bl8XGio8YcT27dbk0VEJEl2O0ydylxuGJa2A6hSBQoVMj2WiEh6ZrTyCjQ60F0OHTrEsGHD6NatGwUKFKBMmTK8+OKLREdHM3v2bGjXjqrAv4D3XbjepM8+MzmxiIiI+DI1r0REzNC2LVEulM0G4ux2+O03sxOlC0ajA7XySkQ8avNmOHiQ9wkyKAzlLY0MFBFxC6OHm0DNK3do06YNRYsWpXfv3owZM4aTJ0/ed3zBggVQrx4BOXLwMfAWkNHgmpMWLjQrroiIiKQDal6JiJihYUPaZs5sWHYdmA8wZYrZidIFV5pXdrs1WUREHjB1KgvJSJzBflfFKUJ+YjUyUETEDXLkgCxZnNeoeZV2pUqVcnp8y5YtnLt0CVq3BiAMeNLgmpuuXmXvmjVuySciIiLpj5pXIiJmCA6mYOvWlHehdDLA/PkQE8OtW7dYvXo17777Lh9++KHJIX1PuXLOj1+6BH97CFRExDpTpvACEYZljxMDpUtDmTIWhBIRSd9sNuPRgXv3WpMlPWvcuLFhzaJFi+5bVdzBhetqdKCIiIgkR80rERGztG1LVxfKooHRN2/SvWVL8ubNS82aNfnggw8YNGgQiYmJZqf0KUYrr0CjA0XEQ/buhW3b2GOw6gqgi1ZdiYi4ldHoQK28Sru6desSFOR8LO6CBQvg0UchUyYAmuPC6MA//nBPQBEREUl31LwSETFLs2a0Cw01LIsBugOjly3j3Llzd18/e/Ys69evNy+fDypVCgIM/ubavt2aLCIi95k6le2Ekki80zIbgdQiRvtdiYi4kZpX5ouIiKBmzZpOaxYsWABhYdCyJeDi6MCYGPZu3OiekCIiIpKuqHklImKW8HCKP/44BlNMnJo9e7bb4qQHYWHw0EPOa7TySkQ8YupUupDPsCwfWaFgQahSxfxMIiJ+wmhs4OnTEBNjTZb0zGh04O7duzl+/LhGB4qIiIhbqHklImKmdu1cGh2YHDWvHmQ0OlDNKxGx3PHjsGoV2zhtWPoBdsfIQJvNgmAiIv7BaOUVwP795udI75JrXmXLlo127doxaNAgMmTIAI8/DrcnULg0OnDOHPcGFRERkXRBzSsRETM98QTtAwNTffratWs5c+aMGwP5vnLlnB/fvh3sdmuyiIgAMH06ZwA71w0KbfTmgkYGioi4mSvNK40OTLuaNWsSFhZGxowZadGiBQMHDmTDhg2cPXuW6OhoXnrpJbJnzw4ZM0KzZoCLowMvXWKfZn+LiIjI36h5JSJipmzZKNuwIZGpPN1utzN37ly3RvJ1RiuvLl50jIYREbHMlCl8SC7DslAKQM6cULeuBaFERPxHrlyQObPzmr17rcmSnoWGhrJu3TouXLjArFmz+Oc//0mlSpUITOphPY0OFBERkTRS80pExGQ2jQ50K6PmFWh0oIhY6Px5WLSIZS7sd9WFAtC6NaRhRa6IiDzIZjNefaWVV+5Rrlw5goODjQtbtbr7910zjEcHTpw5M83ZREREJH1R80pExGxt2rj0tOHfFSxYkH79+vHMM8+4PZIvK13aeKsYTR0REcvMnMmtW7fYxnGDwiAGs86x35WIiLhdiRLOj2vllcWyZ4dGjQDIgAujAy9cYN+uXabHEhEREd+h5pWIiNny56dyjRrkdqG0GPBZlixs27qVw4cP89NPP9G0aVOzE/qUDBmgWDHnNVp5JSKWmTKFaPKQwHmnZUWoRFCmcHj0UYuCiYj4F6288kL3jA5s6UL5pC++MC+LiIiI+Bw1r0RELGBr145OLtRFAG9evky569exGS0v8mNGowPVvBIRS1y9CvPm8U+M97D6B2HQogWEhVkQTETE/xg1r06dcvzYFgu1aQM2G/8BXJklMXHaNHPziIiIiE9R80pExApt27rUvNoKjsFTU6aYm8fHlSvn/Pj27WC3W5NFRPzYnDkk3rjBCdY6LbNRiH6sue8JdBERcS+jsYGg1VeWy5cPatUiH3DThfJN586xb88es1OJiIiIj1DzSkTECiVKUKtcObK6UDoVIDpa3RcnjFZenT8PZ89ak0VE/NjUqSymHInkdFqWl5qEhwKPP25NLhERP2S08grUvPKItm1pk4LySV9/bVIQERER8TVqXomIWCSgXTvau1D3Kzh2lN62zeREvsuoeQUaHSgiJrt5E2bOZCEdgfXAQeAroD5w/9jXpkRAkyaQKZP1OUVE/ETu3JAxo/MaNa88oG1bCgLVXCyfGB1tZhoRERHxIWpeiYhYJSqKzi6UrQPOgmP1lSSpTBkw2hJs+3ZrsoiIn1qwAGJimMKdUYBFgFeBxcApYDDwOAHk5xdGaGSgiIjJbDbj0YF791qTRe7x0ENQoQKu/i246cwZ9um/KBEREUHNKxER65QvT4NixYgwKLMD00DNKyfCw6FIEec1WnklIqaaMoU9lGA7DydxMDfQB5hNT/oTEmCDVq0sDigi4n+MRgdq5ZWHtGtH2xSUT/ruO9OiiIiIiO9Q80pExCo2G0FRUS49dfgrOMYGasPiZJUr5/y4Vl6JiGlu3YLp05nqwkdx7fkNGjSAnM73xRIRkbRT88pLtWtHKcCFyd8ATJw40cw0IiIi4iPUvBIRsVJUFF1dKFsBXAKtvnLCaN8rrbwSEdOsWAFnzhg2rzJzmcYsgLYped5cRERSy2hs4IkTEBtrTRZ/Zrfb2b17N7NmzXK8UK4clCjh8uqrTadOsU+dRhEREb+n5pWIiJWqVaNxgQKEG5QlAjNAzSsnjJpXZ886/oiIuN3UqaygDKtx/oh/S2YRyk1o08aaXCIifs5o5RXA/v3m5/BHhw4dYtiwYXTr1o3IyEhKly5Nly5dSEhIcGxI1q6dy/teAUz66SfTsoqIiIhvUPNKRMRKAQEER0Xhys4nIwHWr4dDh8zN5KOMxgaCVl+JiAnsdpgyhZeoCeQBGgPfAcceKG3HFKhWDQoWtDikiIh/Mlp5BRod6E779u2jT58+FCtWjKJFi9K7d2/GjBnDiRMnALhy5Qrr1693FLdrRyWgsIvXnjR+vCmZRURExHeoeSUiYrWoKLq7ULYYuAowZYq5eXxU6dLGNWpeiYjbbdwIhw+ziTk41skuBF4GCgI1gE+APYRyg+bMgXYpec5cRETSIk8eiIhwXrN3rzVZ/EFAQABDhw7l4MGDydYsWLDA8UXVqtgiI10eHbjx+HGNDhQREfFzal6JiFitTh0ey5WLUIOyBOB3uDs6MD4+nkWLFjFixAhz8/mIjBmhsMGjm2peiYjbTZ3KHxTEzskkDq4B/g2UIpDnyUis9rsSEbGQzWY8OlD9EPcpWrQohQ1+Ib/bvAoIgLZtUzY6cOjQ1IcTERERn6fmlYiI1QIDCW3XjhYulP4MDFuxgvZPPEHOnDlp1KgRL730EnFxcWan9AlGowO3b7cmh4j4kSlTeIlChmWPcM2xOV+pUhaEEhGRO4xGB2rllfvYbDYaN27stGbZsmV/vXdp147aQG4Xrz9pzJg05RMRERHfpuaViIgnREXxtAtl84HeQPSsWcTExAAQGxvL0qVLzUznM8qWdX5cK69ExK1274YdO9jHHsPSj1ihkYEiIh6glVfWatSokdPjN27cYNWqVY5v6tYlMGdOWrt47Y1Hj2p0oIiIiB9T80pExBMaNqRp1qyEpPL033//3a1xfJVR8+r0aTh3zposIuIHoqNZT04SOeu0zEZWHuWYRgaKiHiAUfPq+HG4ds2aLP7AqHkFsHDhQscXQUHQunXKRgeOHJm6YCIiIuLz1LwSEfGE4GAytGlDk1SePnv2bLfG8VVGYwMBNm82P4eI+InJk2lNQcOyApR2bMpXqZIFoURE5F5GYwMB9u83P4e/iIyMpGTJkskeDw8P58qVK3+90K4djYHMLl5/0q+/pimfiIiI+C41r0REPCUqip6pPHXXrl0cOHDAnWl8Utmyjo25nVm/3posIpLOHTgAGzdynJ2GpR9x0bHqyugHlIiIuJ3RyivQ6EB3u3ffq8yZM9OiRQs+/fRTVq5cycWLF/niiy/+Kn70UUIyZeIJF6+98cgRjQ4UERHxU2peiYh4SpMmPJ4xI0GpPF2jAyFjRihVynnNhg3WZBGRdC46mrVkA24YFIbTlb0QFWVFKhER+Zt8+SA83HmNeiHu1a1bN7766ivWr1/PhQsXmDVrFm+99RY1a9YkJORvg9JDQ+GJJ1I2OnD0aLfmFREREd+g5pWIiKeEhhLRqhWPpvJ0jQ50qFzZ+XE1r0TELaKj6YXBDxwgiAIE5ssDtWtbEEpERP7OZjNefbV3rzVZ/EWdOnV49dVXqVy5MoGBgcYntG1LcyDMxetr3ysRERH/pOaViIgnpXJ0YMmSJalQoYK70/ikKlWcH9+7F2JirMkiIunUkSOwejXb2WNY2okyjpGBAfo1W0TEU4yaV1p55WGPP05EaCjNXCzfeOiQRgeKiIj4Ib2rFhHxpObNaRkWRqhBmQ14HBhUvjz79u1j9+7dDBgwwIKA3s9o5RXApk2mxxCR9GzKFA6RETtHDQqDGcw8aN/eklgiIpI0Na+8XMaM0KxZikYHThw71rQ4IiIi4p3UvBIR8aSICDK1aEFzF0qHAi/t2cNDefKYncqnVKxoXLN+vekxRCQ9i46mEzUMy4KpS4ZcmaBePQtCiYhIckqUcH786FG4ft2aLJKMdu14Alze/3f88OFmphEREREvpOaViIinRUVh9Iy+HVgEcOMG/P676ZF8Sdas8NBDzmu075WIpNrJk7B8Oesx3iAliiLQpg0EufpRnIiImMFo5RXAgQPm5xAnWrUie2AgDV0s33roENu2bTMzkYiIiHgZNa9ERDytZUtaBQURnMShGsDnwAGgy50Xo6OtSuYzjEYHqnklIqk2dSqn7KHc4ohBYRg/MFUjA0VEvIDRyitw7IsqHpQ9OzRqlKLRgePGjDEtjoiIiHgfNa9ERDwtSxayNG1KUxx7W9UFvgIOA6uAN4Ci99bPmuVYgSV3Vani/PiuXRAba00WEUlnJk+mG9UNy4KpRrZsNmjUyIJQIiLiTL58kCGD8xrte+UF2rWjDY73QK4YN3IkdrvdxEAiIiLiTdS8EhHxBlFRfA4cA5YCrwKFkqu9ehXmzbMomG8wWnmVmAhbtliTRUTSkbNnYfFilhiuuoJ/cQ1at4bgpNbRioiIlQICjMdKq3nlBdq0IZ/NRk0Xyw+ePMnq1atNjSQiIiLeQ80rERFv0Lo1ZQIDye9qvUYH3qdSJeOa9evNzyEi6cy0aVxKDCCewwaFIXzAeoiKsiSWiIgYMxodqLGBXiBfPqhVK0WjA8dqdKCIiIjfUPNKRMQb5MgBDRu6Xv/bbxAfb1ocX5MzJxRKdqmag/a9EpEUmzyZrtQCnI8oykxpyJQJmjSxJpeIiBgqXtz5ca288hLt2tE2BeUTxowhISHBtDgiIiLiPdS8EhHxFi4+sX8O4NIlWLjQzDQ+x2h0oJpXIpIiFy7AggXM54RhaR/C4MknITTUgmAiIuIKo+bV0aPaRtYrtG3LQ0B5F8vPXLzIQr0PEhER8QtqXomIeIu2bcGW9HbFx4BvgQZAHmAnaHTg3xg1r7Zv1wcUIpICv/3G9YQE4jhoUBjMp6zRyEARES9jNDbQbocDB6zJ4u+OHDnCqFGj6Nu3L6VKlWL79u1/HSxWDCpW5BXgY2CiC9cbO3asSUlFRETEmwR5OoCIiNyWNy/UqQPLlgFwAIi+/efv2xJHA/2nTYMffoDAQEtjeqsqVZJ+PSQEHnnE0dy6ehXCwqzNJSI+Kjqaf1EMx0/j5GWkJEERh6B5c0tiiYiIa4xWXoFjdGDZsuZn8Sd2u519+/axZMkSFi9ezJIlSzh8+P69I5csWUK5cuX+eiEqil6bNjnOBx4C9ju5x5RJk/jxxx8J0y/2IiIi6ZrPr7y6du0an3/+OdWrVyd79uxkzJiRMmXK8MYbb3DkyJE0Xz8hIYE//viDN998k3r16pErVy6Cg4PJmjUrlStX5o033mD/fme/Vjn07NkTm83m0p9Dhw6lObeI+KjbT+4/iuNN21s82LgCR/OKM2fuNrrE0ZzKkAFq1oQXXoAhQ2DjRrhyBdatg19+ceyNJSJi6PJlmDePIZw1LO1GZmjRwvEDSEREvEaBAsYPLWnfK/ez2+3UqlWLPn36MGrUqAcaV+BoXt2nQ4e7X9qALgb3iImNZfbs2WkPKyIiIl7Np5tX+/fvp3Llyrz11lusXbuWixcvEhsby65du/jiiy8oX758mn6hOXv2LHnz5qVp06YMHDiQZcuWce7cORISErh8+TIbN27kiy++oGzZsnzzzTdu/CcTEb/Vrh0AkQZlm7i9FuD26MBr166xcuVKE4N5v7x5ISYGVq6E77+H3r2hYkXHyisRkRSZOZMbN29yjSsGhYF8x0po396SWCIi4rqAAHjoIec1e/dak8WfBAQEUK9ePac1S5YswW63//VCqVLw8MN3v33KhftMmDAhlQlFRETEV/js2MCrV6/yxBNPsHv3bgD69u1L586dyZAhAwsXLuTjjz/m8uXLdOjQgZUrV1K+vKvbf/4lLi6O8+fPA1CxYkVat25NjRo1yJMnD5cvX+b3339n0KBB3Lhxg1dffZUMGTLw7LPPOr1m/vz5mTt3rtOaAgUKpDiriKQThQpBtWpErV3Lrwalg4ECv/7K7L17WbhoEQkJCZw/f57MmTNbkdQrBfns32oi4lWio+lLPuCk07Ls5CQw7LJj5ZWIiHid4sUd+54mRyuvzFG/fn2mTZuW7PETJ05w4MABHrq3u9i+PWzbBkAZoAKw+W/nBQKP4ViZ1fb5592aWURERLyPz37MN3DgQHbt2gXAZ599xptvvnn3WK1atWjUqBH169fn2rVrvPrqqyxYsCDF97DZbDRp0oQPPviAmjVrPnC8UaNGREVF0ahRI65fv85bb71Fly5dyJQpU7LXDA4O5uF7nigSEXlAVBRN164lAoh1UvYJOEZbzZlz97U///yTdrdXb4mISCpcvQq//84UF35NbonNsddVxowWBBMRkZQqUeKvr4ODoVgxR0OreHHHsVQ84youaNCggWHN4sWL729edegA771399un+Kt5Vfv29x2A3HcK5syBhg3dkFZERES8lU+ODYyPj787pq9MmTL885//fKCmVq1a9O7dG4CFCxeyfv36FN+nQIECzJs3L8nG1R01atTghRdeAODy5cv8+eefKb6PiMh9oqIIA1qm4lTNfhcRSaPffyfhxg2ucdWw9BdOaWSgiIgX69kT5s2DAwfg2jXYtQtmzoSvv4YXXwSD6XaSShUqVHD6UC8kse9V2bJQpszdb7sAHwMHgeXAi9zTuAKYPBnuHT0oIiIi6Y5PNq8WLVrEpUuXAHj66acJCEj6H6Nnz553v54yZYppeRo1anT36/3795t2HxHxE8WLQ/nyRKXi1NmzZ98/P15ERFJm8mReIp9hWRgRhAUHwxNPWBBKRERSo1w5aNIEihbVeGkrBQYGUrduXac1DzSv4L4HQgoC/wKKJHeB/fth06bUBRQRERGf4JPNq6VLl9792tly9KpVqxIREQHAsmXLTMsTFxd39+vkGmkiIikSFcXjQGgKTzt58iSbN/99OryIiLjk+nWYNYtRXDMsbUlmaNoUsmSxIJiIiIhvqV+//gOvhYeH89hjj/Hhhx8yYsSIBx+6S+lq5smT05BQREREvJ1Pdlp27tx59+vSpUsnWxcUFHR3hvK957jb4sWLXcoDcP78eerVq0fWrFkJDQ0lX758NGvWjO+++45r14w/KBERPxEVxWUgzrDwQRodKCKSSnPnkhAbyzUuG5Z2pSxEpWaNrIiISPrXoEEDMmfOTMuWLfn0009ZtWoVly5d4o8//qB///7Ur18fm812/0mPPAIlS7p+k0mTNDpQREQkHfPJhfNHjx4FICIigqxZszqtLViwIFu2bOHs2bPExcURGprSdQzOnTx5kuHDhwOQM2fO+0YIJuXq1av3rQI7deoUp06dYt68eXzyySdMnDiR2rVrpzjHsWPHDHOKiA8pW5bIUqUotns3B1J46syZM/nPf/5jSiwRkXRt8mS+piBw1KAwK80DV0PriVakEhER8Tk1atTgwoULBAYGun6SzeZYfTVggGHpDSBs717YuhXKl099UBEREfFaPtm8unLlCgAZM2Y0rL0zNhAcjSN3Nq/sdjvPPffc3TzvvPMOGTJkSLLWZrNRs2ZNWrVqReXKlcmTJw83btxg69atDB06lDVr1nD8+HGaNm3K0qVLqVSpUoqyFCxYMM3/PCLiRWw2iIri6QEDeDcFpwUGBhIeHk58fDzBwcGmxRMRSXfi4mDGDL4mh2FpHuqSoXEcZM9uQTARERHfk+otFZw0r44DU4DJwDFgH2CbPFnNKxERkXTKJ8cG3rhxA4CQkBDD2nubVdevX3drjgEDBvDbb78B0KhRI1566aVka7/66itWrlzJf/7zH5o3b06lSpWoVasWzz77LKtWrbq7SiI2NpY+ffo8OPtZRPxPu3Z0c7H0SWBUVBRnzpzhzz//VONKRCSl/vwTYmI4znHD0veISPm+HCIiImKsYkW4vf0DwBHgK6AOEAn8A1gCHAA2gPa9EhERScdMbV4lJCRgs9nS/GfEiBH3XTcsLAyAmzdvGmaIi/trx5jkVkWlxpgxY3jnnXcAKFKkCGPHjnX6ZJGz8YY2m42PPvqIxx57DIANGzawYsWKFOU5evSo0z9r1qxJ0fVExAtUrkyxIkUo5ELpk0C3/fvJrlUAIiKpEx3N/1EVMPr9siSdbH9AmzYWhBIREfEzt0cHngRqAIWB14GkPiGZDLBzJ2zfbmFAERERsYpPrrzKlCkT4BgDaCQ2Nvbu166MGXTFrFmzeOaZZ7Db7eTJk4c//viDvHnzpvm6/fr1u/v14sWLU3RuZGSk0z/58uVLcz4RsZjN5vLqq0kAmzbBgZTukOVfbtyAdetg+nRPJxERrxIfD9OmMYhbhqX5aEy2BuUhd24LgomIiPih9u3JjWPVlTOTATto9ZWIiEg6ZeqeV0FBQezcuTPN1/l74yUyMpLVq1cTGxvLpUuXnK5qOnrUseF2rly53LLf1aJFi2jfvj3x8fFky5aNefPmUbx48TRfF6Bs2bJ3vz5+3HhkjYj4gagonv7yS4y2LF4EXAEyRUfDm2+an8sHxMbC5s2wYcNff7Zvh4QEyJwZLl6E1I7iF5F0ZuFCuHiRSy78avwatzQyUERExExVqhBYpAhtDx3iRydl+4AtQIXJk+HdlOwULCIiIr7A1OYVQOnSpd1+zbJlyxIdHQ3Arl27qFmzZpJ1CQkJ7N+/H4AyZcqk+b5r1qyhVatW3Lhxg4wZM/L7779T3o0bg2qfKxF5QM2alMyfn5InTrDHSVkcMBvopOYVADNmOCZ6JSYmfTwmBvbvhxIlLI0lIt4qOpqR1ARWGRQW4ylmQdv3LAglIiLip26PDmw/cKDT5hU4Vl89vG0bS0aOpECtWpQsWdKKhCIiImIBn3zmvG7dune/djZeb926dXfHBtapUydN99yyZQvNmzfn6tWrhIWFMWPGDGrUqJGma/7djh077n6dP39+t15bRHxUQAC0bcsCF0qjAVavhmPHTA7l/UqWTL5xdceGDdZkEREvd+sWTJ3KAIwfdKpNQQrUKQr6PU1ERMRc7dtTH8hpUPY9UBBo3LMngwYNMj+XiIiIWMYnm1cNGzYkS5YsAIwcOTLZFUsjRoy4+3Xbtm1Tfb89e/bQtGlTLl68SHBwMNHR0TRs2DDV10vOzz//fPfrBg0auP36IuKjoqIoANQyKJsNXAeYMsX0SN6uRAkw2uZQzSsRAWDpUjh7ln1sMSiMYALrISrKklgiImKexEQ4cgQWLICff4bBgz2dSB5QvTpBBQti9EnOReDk7a8nTpxIQkKCycFERETEKj7ZvAoJCeEf//gHADt37mTgwIEP1KxcuZKhQ4cCjkZQtWrVHqg5dOgQNpsNm82WbDPqyJEjPPbYY5w+fZrAwEDGjh1LixYtUpR31apVnDx5Mtnjdrud/v37M3/+fAAqVKiQ5pViIpKO1KsHOXNi9HFpLDAP4PZYVX8WEAAVKzqvUfNKRACYPJnJVCaR9U7LwmlMJFfVvBIR8UErVsAbb0Dr1lCuHISHQ+HC8Oij8Nxz8Mknnk4oD7gzOjAFp5w5c4YFC1yZWSEiIiK+wPQ9r8zy5ptvMmHCBPbs2cNbb73Fvn376Ny5MxkyZGDhwoUMGDCAhIQEMmTIwNdff52qe5w/f57HHnuMo0ePAvDPf/6T0qVLs23btmTPyZYtGwUKFLjvtTlz5vDJJ5/QvHlzmjRpQtmyZcmaNStxcXFs2bKFoUOHsmbNGgDCw8MZPHgwNpstVZlFJB0KCoI2bWg3ZAhvGJRGA62XLoXTpyFPHivSea3KlWHZsuSPr18PdrvjfbGI+KnERJgyhfdoDjjvaD9GFqheHQoVsiabiIi4zaZN8MUXyR8/dAhu3oSQEKsSiUvat6fRV1+RDccKK1eMGzeOpk2bmplKRERELOKzzatMmTIxa9YsWrRowd69e/nll1/45Zdf7qvJnDkzY8aMoaLR4/fJ2Lp1K3v37r37/WeffcZnn33m9Jynn376vnGFd8TFxTF9+nSmT5+e7LmFChVi7NixSa4SExE/FxVF0SFDqARsdFL2G3DTbidk2jTo18+abF6qcmXnxy9ehMOHoUgRS+KIiDdauRJOnmQnOwwKw/mW2RD1tiWxRETEvYoXd348MdHxe2GJEtbkkb+cOnWKJUuWUK5cOcqVK3f/wZo1CS5QgDbHjzPcxetNmTKFH3/8kbCwMLdnFREREWv55NjAO4oXL87GjRv59NNPqVq1KlmzZiU8PJxSpUrx2muvsWXLFp544glPx+SZZ57hhx9+oHv37lSoUIF8+fIREhJCeHg4hQoVok2bNgwdOpTdu3drXKCIJK1xY8iSxXB04GVgAWh0IFClivPj+fPD8ePWZBERLzV5MrN4hERWOy0LoyGFuaCRgSIiPsqVptQ9z62KiQ4fPsyoUaPo27cvpUqVIl++fHTq1Ilx48Y9WBwQAFFRhu+B7hUTE8Ps2bPdlldEREQ8x2a32+2eDiHmO3bsGAULFgTg6NGjREZGejiRiKRYjx7sGjWKMgZlvYEhgYGO0YE5cliRzCslJECmTHDjhmNPg8qV7/+TN6+nE4qIR9ntULgwhY8W5ghOZowCzenB7xW3wEZna19FRMRbJSQ49rmKj0++5ptv4PbW2mKCd999l5EjR3L48OEkj9etW5elS5c+eGDpUuLq1yc3EOPivaKiopg8eXKqs4q4gz6HExFJO59eeSUi4leioigNlDUomwbE37oFU6cCcPz4cS5fvmxyOO8TFAQLF8LZs459DKZMgf79oUULNa5EBFi7Fo4e5QhbDApD+YY50D4lW8aLiIg3CQqCokWd1+zbZ00Wf3Xx4sVkG1cAa9as4fr16w8eqF2b0Lx5edLF+xQOCeGRRx5JXUgRERHxKmpeiYj4iqZNISLCcGzGeWAY8L9PPqFatWpERkYyfvx4CwJ6n5o1IWdOT6cQEa8UHc0UHsLoOe5gylOSMxoZKCLi44xGB2psoLnq16/v9PjNmzdZs2bNgwcCAyEqClceIXkBOHjzJu/27JmaiCIiIuJl1LwSEfEVGTJAy5YuvXF7Dnhn/37WrVsHwPTp002NJiLiU+x2mDyZ18ltWPoQoVCuHJQubUEwERExS/HiSb9uszlGTOfJY20ef1OvXj3DmsWLFyd9oH17mgIZDc5fB9gANDJQREQkXVDzSkTEl3TsyCNAqRSeNn/+fK5cuWJGIhER37NpExw4wBF2GZb+wgGNDBQRSQeqVYMmTeD55+HLL+G332DHDrh+3TFiesQITydM3/LkyUNpgwdBlixZkvSBevXIkDs3TxjcYw1wGNS8EhERSSfUvBIR8SWPP44tIoKOKTzt5s2bzJ0715RIIiI+JzqayRTAzkWnZTZyUI8TGhkoIpIOdO0K8+bBDz/Aa69Bq1ZQpgyEhno6mf8wGh24YsUKbt68+eCBwEBo186lCRRTAFatgqNHUxNRREREvIiaVyIiviQ8HFq1olIqTtXoQBER7o4MfJEMhqXFKAUlS8LDD1sQTEREJH1z1rwKDQ2lWrVqnDlzJumC9u1pDoZ/e99dcxUdnYqEIiIi4k3UvBIR8TUdO1I4FafNmjWL+Ph4t8cREfEpO3bA7t2c46Rh6UNEOVZd2WwWBBMREUnf7m1ehYeH06RJEz788EMWL17MpUuXWLx4MZGRkUmf3KABETlz0sLgHiuA46DRgSIiIumAmlciIr6meXMqRUSQ0j2lL168yLJly0yJJCLiMyZP5jCZSSTOoDCI7mzQflciIiJuUrBgQb777jtWrVrFpUuXmDdvHv3796d+/fqEhYU5PzkoCNq2dX104PLlcPy4G1KLiIiIp6h5JSLiazJkwNa6NX1TeFpYWBj79u0zJZKIiM+YPJmPeRhIMCisSMuCW6FSaga1ioiISFJefPFFatSoQXBwcMpPbt+eloDRNmV311xNmZLye4iIiIjXUPNKRMQXdexIJxfKQoGewNRnn+XcuXP07ZvSlpeISDqyezds28Y0bhkU2qjM82Tr1FQjA0VERLxFo0Zkyp6d5gZlS4HToNGBIiIiPk7NKxERX9SsGeUyZqSMQVko8BPQZvduIiIiLAgmIuLFoqM5QQSn2WRQWI8+rNXIQBEREW8SHAxt2hiODrQDUwGWLoVTp8zPJSIiIqZQ80pExBeFhWFr08Zw9VUMMBdgyRI4edL8XD7Ibte/GhG/ER3NpzwChvtdtad1vrVQrZoVqURERMRV7dvTCjAaOjgZHL/oT51qfiYRERExhZpXIiK+qlMnl0YHTgDHGzeNzcBuh0OHIDoa/vtfePxxyJsX8ueHixc9nU5ETLVvH2zYQDR2w9KHKU7+jnUhQL8qi4iIeJVHHyVLliw0MShbBJwFmDQJgMTERHNziYiIiNvpHbmIiK9q0oTSWbJQ3qDsN+A6wMSJ5mfyUocPw2OPQY4cULSoYxLYgAEwZw6cOeOo2bjRsxlFxGQTJnCCCI6z2WmZjZp0ZyFERVkUTERERFwWEgKtWxuODrwFjAF+WbSIhnXq8Prrr1sQTkRERNxJzSsREV8VGgpt2tDRoOwqMBtg2TI4ftz8XF4oRw5YsMD56qr1663LIyIeMGECH1EeuOG0rCWh/CPPRKhd25pcIiIikjIdOtAaCDIoex3oZ7ezeMUKxo0bR0JCggXhRERExF3UvBIR8WUdO7o0OvDumis/HR2YMSOUKuW8ZsMGa7KIiAfs3AlbtzKFW4al/2EPYVEtITDQgmAiIuJN7Ha4csXTKcRQkyZkz5SJxgZl9w4KPnPmDPPnzzczlYiIiLiZmlciIr7sscconjUrlQ3KZgKx4NejAysb/EtS80okHZswgcNk5hSbnJZl5GFqcRI6ufJYgIiI+CK7HU6fhuXLYcQI6N8fOneGKlUga1aoVs3TCcVQaCg8+aTh6MC/GzlypClxRERExBxqXomI+LKQEGjb1nD11TXgF4AVK+DoUfNzeSGj5tWePRATY00WEbGQ3Q4TJvAhjwA3nZY2ITvkzw9161qTTURELPf995A3r+NH/TPPwEcfwYQJjgeZYmLgwAG4ZbxQVzytQwfa8NeHWoFABoNTpk6dyqVLl8xMJSIiIm6k5pWIiK/r2JEOLpS9iaOJ5a+jA6tUMa7ZvNn8HCJisa1bYdcudrLFoNBGf3ZBhw4QoF+RRUTSq2LFnB+Pj4cjR6zJIs7dctZFbNqUXBkz8jYwFDiN4/2OMzdu3GD8+PHuCygiIiKm0jtzERFf9+ijFM2WjeoGZbeAKeC3owMrVjSuWb/e9BgiYrUJE1hNFlbgfBOTLJSnMmc0MlBEJJ0rXty4Zt8+83PIg06ePMnEiRN58cUXeeSRR+jTp0/yxRkywBNPMADoBeQAnnbhHsOHD3dPWBERETGdmlciIr4uOBjataO1C6WDAFatgsOHTQ7lfbJmhYcecl6jfa9E0pnbIwO7EGpY2ppQKFQIata0IJiIiHhKkSIQGOi8Zu9eS6L4vRMnTjBq1Cj69OlDyZIlyZ8/P506deKHH35g27ZtLFq0yPkFOtw/f6IY0MDgnmvWrGHHjh1piS0iIiIWUfNKRCQ96NiR7i6UrQNi4e7owPPnz5sYyvsY7Xul5pVIOrN+PezfzyGMf9Z9whro2BFsNguCiYiIp4SEQOHCzmu08soao0aNokePHgwdOpS9SXQMDx06xBFnMxybN4fw8Pte6unCfbX6SkRExDeoeSUikh40akTBHDkweB9OIjAAePuLLyhdujSVK1fGbrdbENA7GDWvdu6Ea9esySIiFpgwgSlkxY6TPTOAQDKQD6BzZ0tiiYiIZ5Uo4fy4mlfWaNDAaJ0ULF26NPmD4eHQsuV9L7UHIgyuOWrUKBISEowDioiIiEepeSUikh7cHh3oypz3AcBnJ0+ye/dujhw5wubNm81O5zWMmleJibBlizVZRMRkdjtMnMgrBBuWFiajY66o0Q8JERFJF4z2vTp0yJIYfq9y5cqE/23l1N8tXrzY+UX+NjowI9DR4L6nT59mzpw5xgFFRETEo9S8EhFJLzp1ol8qTps+fbrbo3grVz6XXr/e/BwiYoFVq+DIEY65MDJwMNehUyeNDBQR8RNFijg/fviw4xkIMVdISAi1atVyWrNkyRLnF3n8cciQ4b6XnnHh3hodKCIi4v3UvBIRSS8aNCB/rlwUS+Fp/tS8ypkTChVyXqN9r0TSiQkTGEUOHANTk2cjiMZcdTSvRETELxg1r2Ji4NIlK5JI/fr1nR7fvXs3p0+fTr4gY0ZHA+sedQGDxXXMmDGDc+fOuRZSREREPELNKxGR9CIoCKKi6JXC0zZu3Oh8I+R0xmj1lZpXIulAYiJMmsR/Md7PoiQ5oHRpeOQRC4KJiIg3MGpegUYHWsWVfa8MV1/9bXSgDehpcM34+HjGjBljeG8RERHxHDWvRETSk44d6ZOK03777Te3R/FWRs2rbdsgLs6aLCJikmXL4MQJLnLZsPQ0E4iLekojA0VE/EjhwsY1hw+bn0OgevXqhISE3PdaaGgoDRo04J133uGPP/6gRYsWzi/SsiWEht73Ug8cTSxnNDpQRETEuwV5OoCIiLhR/frkyZ2bEmfOsDcFp02fPp2XXnrJtFjexKh5lZDgaGBVqWJNHhExwYQJHAauGhaGUo04Qru2Nz+TiIh4jZw5ITwcrl1LvkYrr6yRIUMGGjduzK1bt2jQoAH169enevXqhP6tGeVUpkzQogVMnXr3pYJAE2Cek9M2b97Mxo0bqVSpUmrji4iIiIm08kpEJD0JDIT27VO8+mrz5s3E+clyI1eaUuvXm59DREySkACTJjHRpeKWtC2wBsqUMTmUiIh4E5vNeHSgmlfWmT17NvPmzeO///0v9erVS1nj6o4uXR54qacLp40YMSLl9xIRERFLqHklIpLedOxIbxdL+wF/9urF8ePHU/cm0QflzQv58jmv0b5XIj5s0SI4e5axhr/mBgPf0bpbZgtCiYiItzEaHaixgdaxuWN0b8uWEBEBgB3YAKzFeHTgmDFjuHnzZtrvLyIiIm6n5pWISHpTty458ualtAulDwOPrl9PcHCw2am8itHoQDWvRHzYhAnMpxCbSDQobE1NDpG/b0tLYomIiHfRyqt0JjwcWrdmJVASqAJ8haOR5cz58+eZMWOG6fFEREQk5dS8EhFJb26PDuzrQunPAJs3w+7dJofyLkbNqy1bID7emiwi4kbx8TBlCp9Q1IXiTrQtsBYeesj0WCIi4n3UvEqHOnemELA/hacNHz7cjDQiIiKSRmpeiYikRx078gzGYzK2A5cAJk0yO5FXMWpexcXBjh3WZBERN/rzT7hwgZ00AEo5KYwAWtDmqXCLgomIiLcxGht46RJcvmxJFHGXZs0okDUr9VJ42u+//87JkydNiSQiIiKpp+aViEh6VKcO2fLlo6xBmR0YATBxoumRvIlR8wo0OlDEJ02YwE5Kc5z3gZ3AJuDfQLH7yoJoQVkOUvLFJtZnFBERr2C08gq075XPCQmBqCg6pfC0xMRERo0aZUokERERST01r0RE0qOAAOjQgX4ulA4G2LoVdu40OZT3KFgQcuZ0XqPmlYiPiYuDadOYcPcjKxtQARgA7MOxbfsbQCHe5DBLqrxu/Ni9iIikW678FaDRgT6oc2fak/IPu4YPH47dbrRDloiIiFhJzSsRkfSqUyeexnh04E7gIvjV6ECbzXj1lZpXIj5m7lzsly/f07y6lw2oCnxOJjbRn43k6N7C4oAiIuJN8uSBsDDnNVp55YMaNSJ3njw0TuFpu3btYvXq1aZEEhERkdRR80pEJL2qWZPMkZE8YlBmB4YCTJhgfiYvYtS82rQJbt2yJIqIuMOECWzlEXZRxmlZO6YTbkuADh0sCiYiIt7IZjNefaWVVz4oMBA6dKBzKk4dMWKEu9OIiIhIGqh5JSKSXt0eHfi8C6VDAHbsgO3bTQ7lPYyaV9euwe7d1mQRkTS6dg2mT09m1dX9OjEB6tWD/PktCCYiIt5Mzat0qnNn2gLBKTxt/PjxXL9+3YxEIiIikgpqXomIpGcdO9IN4x/2u4HzABMnmh7JWxg1r0CjA0V8xuzZ3IqN5VvyAzHJlmXnPI/xJ3RK6VbuIiKSHhUp4vy4xgb6qFq1yF6wIE1TeNrly5eZOnWqKZFEREQk5dS8EhFJz2rUIGOhQlRwofQXcDSv/GSj4mLFIEsW5zVqXon4iAkT+IDHuUovIDfQDpgIxN5X1o4pBAckQlSUB0KKiIi3MWpeaeWV97h8+TJz585l2rRpxsUBAdC5c6pGBw4fPjwVZ4mIiIgZ1LwSEUnPbDbo0IEXXSgdBrBrF2zbZnIo72CzGa++UvNKxAdcvQqzZjGQO4/HxwFTgU44Glmdb39/wzEysFEjyJPHQ2FFRMSbGI0NPH/e8deMWMtut3Pw4EFGjx7NCy+8QIUKFciWLRvNmzfn7bffdu0inTvzJBCawnvPnz+fI0eOpDSyiIiImEDNKxGR9K5jR7pg/AN/H3AOYOJEbty4QWxsrMEZvs+oebVxIyQmWpNFRFJpxgzir1/nGkltUncNmIBjJdYj1GORRgaKiMhdRiuvQKMDrTZlyhQKFChAsWLF6N69Oz/++CNbtmzBfns6xJ49ezh79qzxhSpVInOJErRM4f3tdjsjR45MeXARERFxOzWvRETSu2rVCC9cmCoulL4CdPvmG3Lnzs2QIUPMTuZxRs2rmBjYv9+aLCKSShMm0JN6wC2nZZkpRGiQDdq1syaXiIh4PVeaVxodaK0cOXJw8uRJpzUrVqwwvpDNBl26kJpHVkaMGEGinmATERHxODWvRETSO5sNOnZ0aXTgWGDMlStcuXKFSZMmmZ3M44yaV6DRgSJe7fJl+P13pnDGsLQJcdCkCeTIYUEwERHxBXnzQkiI8xo1r6xVrVo1goKCnNa41LwC6NSJlkBECjMcOHCAZcuWpfAsERERcTc1r0RE/EHHjnQCAlNwyvLlyzl+/LhZibxCiRIQYfBuVs0rES82fTrXb8Zzg70GhQH8ygqNDBQRkfsEBEChQs5rNDbQWuHh4VQ2eMJs+fLlrl2sbFkiypenVSpyDB8+PBVniYiIiDupeSUi4g+qVCGsWDGqpfC0yZMnmxLHWwQGQqVKzmvUvBLxYuPH04zygPPRPhkoTnhIMLRpY0ksERHxHUajA7Xyynp16tRxenzdunXExcW5drHOnemcigyTJk3i6tWrqThTRERE3EXNKxERf3B7dOA/UniaRgfCunWgkfciXuj8efjjD5ZzyLC0LXmgeXPIksX8XCIi4lMKF3Z+XM0r69WuXdvp8bi4ONavX+/axTp3pjmQOYUZYmNj/eK9kIiIiDdT80pExF907EgU4HyC/P38YXSgUfPq0iXYscOSKCKSElOnciEBErlsUBjAZGYxp/SrVqQSEREfY7TySmMDreds5ZXNZqN8+fLExsa6drGiRQmtUYO2qcih0YEiIiKepeaViIi/qFiRkOLFaZLC06Kjo02J4y2qVzeuWbrU/BwikkITJvAUdV0ozM1NMlG+d0oHp4qIiD8wal6dOQPXrlkSRW7Lly8fRYsWBSAiIoLGjRvzzjvvMGfOHC5evMjmzZtp0iQF72pSOTpw6dKl7Nu3LxVnioiIiDuoeSUi4i9ujw58JYWnbdq0yYw0XqN0aciRw3nNsmXWZBERF505AwsWsABXHod/gZrZd5O/ZEbTY4mIiO8xGhsIWn3lCT/++CPr1q3j0qVLzJ8/nw8++IBmzZqRJTUjgDt25FHA4Ff+JI0YMSIVZ4mIiIg7qHklIuJPOnakMcZv3IKBD4DdXbowbNgw83N5kM0GdQ0Wb2jllYiXiY7mTGII8Yb7XQUC/6HN4zctCCUiIr7IaOUVqHnlCc2aNaNKlSoEBaVk6Hky8ucnuGFDolJx6siRI7l161baM4iIiEiKqXklIuJPypcnuGRJ2hmUxQP1gZLz5kF8vAXBPKtePefHjx7VhxYiXmXCBDpSE7AbFNYAAmn7ZnELQomIiC/Knx+M+iOHDlkSRczUuTOdUnHasWPHWLBggdvjiIiIiDE1r0RE/InNBl268JRB2SPAdYDz52HuXPNzeZhR8wq0+krEa5w4AUuWsJwDLhS/RtnMxyhZIYPpsURExDcFBkLBgs5r1LxKB6KiaBAYSJ5UnDp8+HC3xxERERFjal6JiPibrl2pD0T+7eVI4C1gM7AFaH7nwJgx1mXzkEqVIDzceY2aVyJeYtIkjtgjSOCIQWEI0I62zWKtSCUiIj7MaHSgmlfpQM6cBDZtSodUnDp16lQuXbrk7kQiIiJiQM0rERF/U6IEAdWq0RXIAvQBFgGHgU+B8n+vnz4drlyxNKLVgoOhVi3nNWpeiXiJCRPoRFXDsgCqAQG0fa2o+ZlERMSnGTWvND46nejcmc6pOO3GjRuMHz/e7XFERETEOTWvRET8Udeu/As4BQwGGuDkL4Tr12HaNIuCeY7R6MCdO+HcOWuyiEgyjhyBlStZy17D0v8jlsPtXqNyzRALgomIiC8rXNj5ca28SifatKFWSMgDEyhcodGBIiIi1lPzSkTEH3XqRNaAAMJcrfeD0YGu7Hu1fLn5OUTEiYkT2Ul2bnHcoDCMd9lEod5NsNksSSYiIj7MaOXVqVNw44YlUcRMmTMT8MQTdErFqWvWrGHHjh1ujyQiIiLJU/NKRMQf5c0Ljz3mev0ff8Dp0+bl8QI1akBQkPMajQ4U8bAJE+jKI4ZlOSgD2bOn7OeciIj4LaPmFTgW/0o6kMrRgaDVVyIiIlZT80pExF917WpYcg74GbiRmAgTJpgeyZMiIqByZec1al6JeND+/bBuHZvZbVj6HxKgXTsI0chAERExZjQ2EDQ6MN1o2ZIqEREUu/1tZqAHMAWIMDh11KhRxMfHmxpPRERE/qLmlYiIv2rbFjJkeODla8B4oBWQD3gOmA0aHQhs2ACxsdZkEZG/mTiR3WQikVMGhRl4na3QKTVDgURExB9FRkJgoPMaNa/SifBwbG3a8DEwFTgNjATaguE4wdOnTzNjxgyzE4qIiMhtal6JiPirTJngyScBSADm4njqMA/QBZh5+3WAMQBr1sDevdbntJBR8yohAVavtiaLiPzNuHH0JY9hWW7KQq5c0LCh+ZlERCRdCApyNLCcOXzYmiyScna7PWUndO5MR6AN3LcH8DMunDpo0KCU3UtERERSTc0rERF/dnt0YPPbf0YBV5MomwlcAhg71qJgnlG3rnGNRgeKeMCWLbB1K8s4ZFj6P65C+/bGm9iJiIjcw2h0oFZeeY+zZ88yffp03n77berWrUuPHj1SdoGmTSFr1gdergMUNzj15MmTxMTEpOx+IiIikipqXomI+LNmzSB7dpoalN0EogHGjOHypUvp9g1bjhxQtqzzms2brckiIvcYNYop5MB+dz1o0gLIQF92a2SgiIikWJEizo+reeU5R44cYciQIfTq1YtSpUqRO3du2rRpw2effcby5cuZP39+ylZfhYRAVNQDL9uAvkmU24AnGjZk7ty57Nixg8yZM6f2H0X8wPnz51m5ciUJCc5/bxUREWNqXomI+LOQEOjYkS443pQ58wXw5N695M6dm+HDh1sQzjP+PjqwaFHo3h1++QV27oToaM/kEvFbt27B2LG85MKvrSXIDvnyubaMUkRE5B5GzSuNDfSc6dOn07dvX4YPH86ePXseOH7y5EkOpbS72KVLki/35q9RglmA14G9wIxGjWjatCkBAfoYTZz77bffqF27Ng8//LCno4iI+Dz9rSsi4u+6dqUgUN+gbCcwA7gZH8/EiRPNz+UhrVvDCy/AuHFw9CgcOAC//gp9+0Lp0mAz6vKJiHstXAgnTnCSc4aln3LZ8WFUYKAFwUREJD0xGht44gTExVmTRe5Xp04dw5rly5en7KING0KeB/fSzAH0B34CjuN4gO8hcLw5SOneWuKXFixYAEBsbKyHk4iI+D41r0RE/F3t2lC4MF1TcMqKFSs4duyYaZE86fHH4fvvoXNn4427RcQCo0bxLgUA5x8Y2QiiNVehWzdrcomISLpitPLKbnc82CTWK1++PBEREU5rVqxYkbKLBgZChw5JHvov0A+47467djn24BRxwm63M3/+fE/HEBFJN9S8EhHxdwEB8NRTtAdCUnBatObniYjZYmNhyhS+4qph6SNkh3LloGJF83OJiEi6Y9S8Ao0O9JSgoCBq1KjhtCbFK68g2dGByRo/PuX3EL+ya9cuTp486ekYIiLphppXIiICXbuSDaiWglPS8+hAEfES06dz/epVrnDZsHQotxwb1Gm2p4iIpEJkpPO/QoKD4exZ6/LI/YxGB27dupXLl41/X7hPzZpQqJDr9ePHa3SgOHVnZKCIiLiHmlciIuJYrVChArlScEp6Hh0oIl5i9Gieo5gLhZmoxUle2/uC6ZFERCR9CgmBunWhSRPo0wf+9z8YPRqWLnWMC7x+3TFWWjzDqHllt9tZtWpVyi4aEACdOrlef+gQrF6dsnuIX9HIQBER9wrydAAREfESXbvSf/NmpqXglOjoaF555RWzEomIPzt9GubNYxq5XSjuRALB5C0RbHosERFJv5Ys8XQCSU7NmjWx2WzY71n5FBQURKVKlahTpw516tShWrWUzJG4rXNn+PxzpyVXgDXAo+BYfVWzZsrvI+nerVu3WLRokadjiIikK2peiYiIQ5cuVHn7bbLZ7Vx0odwG7N271+xUIuKvxo3j+K1gYjjlQvG3ALRta24kERER8YwsWbLQoEEDwsPD72tWhYeHp+3ClSpByZKwZ899L18DZgHjgdlAAnAayD5xInzxBQQGpu2+ku6cOHGCLFmycPGiK++mRUTEFTa7XQN7/cGxY8coWLAgAEePHiUyMtLDiUTEKzVqxLOLFjHYoKw4sDgwkPynT0OOHFYkExF/U7UqddcHsxyjEUBlgB2ULX2L7Tv1QZKIiIik0LvvwgcfEAfMASYAvwGxfysbDPQBWLAAGjWyNqP4jIMHDzJ//nxmzJjBb7/9BuhzOBGR1NKeVyIi8peuXfmvC2WHgVy3bsGkSWYnEhF/tHMnrF/PCg66UPwBAG2j1LgSERGRVOjcmWtAfqANMI4HG1fgWIUFwJgx1uQSn1S0aFH69OnD999/7+koIiI+T80rERH5S/v2FA4JweiZsHhgLuiNm4iYY/Rofuch7Jw2KAwD2gMaGSgiIiKpVKYM4RUqUMmgbCGO0YFMmgTXr993LDY2qXaXiIiIpIWaVyIi8pesWaFlS55xoXQMwLJlcPiwuZlExL8kJsLo0fyb+i4UNwagUCE7lSubG0tERETSsc6d6WxQksjt1VcxMTB9OnFxcYwaNYrq1avTpUsX8zOKiIj4GTWvRETkfl278jqQy6BsOnAFYOxY0yN5q3PnPJ1AJB1auhSOHGErOwxLS9ORAFsibdrYsNksyCYiIiLpU6dOtAOCDMpGAceA/v37U7BgQXr06MHatWuZOXMmBw4cMD+niIiIH1HzSkRE7teyJVmzZOFlg7LrwDRwjA60202P5Wl2O+zdC8OHQ69eUKIE5M4NFy96OplIOjN6NMOoRyKrnZbZyMtOenLq9028/bZF2URERCR9KlqU7HXq0NSgbD1QGPho/37Onj1793W73c4PP/xgZkIRERG/o+aViIjcLywMoqJ4yoXSMQDbt8OWLSaH8oyYGPj2W+jQAfLnh5IlHY2r4cNh3z5HQ2v5ck+nFElHbtyASZN4jxKGpY14DEqUIFfTSuTPb0E2ERERSd+efppuLpQlJvP60KFDtfeViIiIG6l5JSIiD+ralYeAmgZlf3B70+IxY0yP5AkBAfD66zB5Mpw6lXTN0qXWZhJJ12bOJP5yDEdZYlCYgcHMhu7d0bxAERERcYsOHWgdEkKmVJ5+6dIlxqTT90UiIiKeoOaViIg8qEEDyJ+frgZlicAEgHHjIDG5ZxB9V8aMUKmS8xo1r0TcaNQo/k07YJ/TsggepRgXoKvRTykRERERF2XNSnibNkSl4RKDBg3C7gcj1UVERKyg5pWIiDwoMBC6dKEjEGhQOgbg2DFYYrRSwjfVq+f8+Lp1cP26NVlE0rVz52D2bIYSaljagVCoUweKFbMgmIiIiPiNHj3onobTt23bxpJ0+r5IRETEampeiYhI0rp2JTcYblq8BtgL6XZ0oFHzKj4eVq+2JotIujZxIicTQrnETIPC3HzPNMfIQBERERPY7XD6NKxZAxMnwmefwYsvQsuWUK4cHD3q6YRimmbNaJgrF5GpPD1TpkwcPHjQrZFERET8lc83r65du8bnn39O9erVyZ49OxkzZqRMmTK88cYbHDlyJM3XX7RoETabzaU/7733nuH1EhIS+Pnnn6lfvz65cuUiQ4YMFC9enOeee44dO3akOa+IiNtUrAhlyhiODgQYC46NoeLizM3kAXXqGNcsW2Z+DpF0b9Qo2lITiHFalptGhIcEQocO1uQSERG/cuAARERA3rxQowZ06gRvvw0//ACzZ8OOHaDehPeKjY1l4cKFLE3tbO+gIAK6dXPpPdC9SpcuzXfffcfx48fp2bNn6u4tIiIi9/Hp5tX+/fupXLkyb731FmvXruXixYvExsaya9cuvvjiC8qXL8/s2bM9HfOu8+fPU7duXZ577jmWLl3KuXPnuHHjBvv37+fnn3+mcuXKDBs2zNMxRUQcbDbo2pXWQLhB6RjAfukSp8aM4dKlS+Zns1Du3FCqlPOaFSusySKSbu3bB6tWsZadhqWvc9bx6Hv27BYEExERf5Mvn/FI6EOHLIkiLjh27BgTJkzglVdeoWrVqmTJkoXGjRvz0Ucfpf6iKRgd2AqY16ABO3bs4MUXXyRTpkypv6/4nOXLl3PgwAFPxxARSbeCPB0gta5evcoTTzzB7t27Aejbty+dO3cmQ4YMLFy4kI8//pjLly/ToUMHVq5cSfny5dN8z2HDhlGtWrVkj+fOnTvZY7du3aJdu3asvj1bql27dvTt25fs2bOzevVq/ve//3HmzBmeffZZChQoQLNmzdKcV0QkzZ56ioz9+9OG26urkrEXqAJs6t2bL2NiePXVV61IZ5l69eD2XzcAZM7sWJFVr57jT9Wqnssmki6MHs1iCpGI0ar5zLzJAugWbUksERHxPxkyOB5eOnMm+ZrDh63LI0kbMmQIH374YbITd1auXMmtW7cIDDTawTcJFSpQ7pFHqLR1KxudlAUCQ4Dcq1bB5cuQNWvK7yU+rVevXuzZs4ciRYrQuHFjHn30URo1akS+fPk8HU1EJF3w2ebVwIED2bVrFwCfffYZb7755t1jtWrVolGjRtSvX59r167x6quvsmDBgjTfs2jRojz88MOpOnfUqFF3N+184YUX+P777+8eq169Oo8//jhVqlQhJiaGl19+mR07dhAU5LP/9YhIelG0KNSuTdcVK5w2r4C7b+wmjR+f7ppXLVo43o/eaVY98gik5n2wiCTBbofRo3mGImDQvMpJMQKyHnKsvBIRETFJkSLOm1daeeV5QUFBTreKiImJYfv27al7kNlmg6efpvsbbzhtXt0CxgP/iIuDSZOgb9+U30t81rFjx9izZw8Ahw4dYtiwYXenKZUtW5bq1at7Mp6ISLrgk2MD4+Pj+eabbwAoU6YM//znPx+oqVWrFr179wZg4cKFrF+/3tKMf/f5558DkC1btrtf36t48eL8+9//BmDv3r1Mnz7d0nwiIsnq2pUmQE4Xy1esXs2xY8fMTGS5tm0dm3W//LJjKzA1rkTcaNUq2L+fgxj/rjaAWOjYEUJDLQgmIiL+qnBh58fVvPK8Oi5sTLt8+fLU3+Cpp+hisxl+aDbqzhe//pr6e4lPcvaQ/I4dOxgxYoR1YURE0imfbF4tWrTo7p4qTz/9NAEBSf9j3LtJ5pQpUyxIlrS9e/eyY8cOADp16kR4eNK7x3hLXhGR+3TsSHBQEJ1ScMrkyZNNiyMi6cyoUbzHI0CsQWEm+rIXuru6C4WIiEjqFCni/LjGBnpe8eLFyZUrl9OaFWnZmDZfPvI2a0ZTg7J1wC6AZctg//7U3098zvz5850eDwsLsyiJiEj65ZPNq6VLl979ukGDBsnWVa1alYiICACWLVtmeq7kuJo3b968lCxZEvBsXhGR++TMCc2aUSAFp0waM8a0OCKSjty8CRMm8DUXDEtzUYsTkdUdG86JiIiYyGjl1ZEjcOuWNVkkaTabjdq1azutSdPKK3CMDnSh7O7qq1GjnJVJOmK32w2bV9WqVbMojYhI+uWTzaudO3fe/bp06dLJ1gUFBfHQQw89cE5q/ec//yEyMpKQkBCyZctGpUqVeO211+7OuE1r3nuPHz16lNhYoyeQRUQs0rUrzwM2F8tXrFvH0aNHzUwkIunB77+TeOECsdw0LD3LTxQ4tpqatWxcuWJBNhER8Vt/X3mVOTOULw+tWjnGSH/yCSQkeCSa3MNodODBgwc5efJk6m/QujVtMmUio0HZaCARHKMD7fbU3098xp49ezh+/LjTmrp161qURkQk/fLJ5tWdD0QjIiLImjWr09qCBQsCcPbsWeLi4tJ035UrV3L8+HHi4+O5dOkSmzZt4uuvv6ZMmTK899572JP5JeXeD3AjIyNdymu321O0Z8yxY8ec/knTL2wiIk8+SdaICB5PwSkTJkwwLY6IpBOjRzOekiRw1qAwDCgKwJUrkCmT6clERMSPVa8O06bBxo1w8SJcvgybN8Nvv8G338Lrr2v7RW9g1LwqU6YMJ06cSP0NMmQgvGNHogzKjgBLAQ4ehLSu9hKf4Gy/qztc2ZdNREScC/J0gNS4cvtx24wZjZ5/4e7YQICrV68SmorfMPPly0e7du2oW7cuxYoVIygoiCNHjjBjxgxGjRpFfHw877//Pjdv3mTAgAHJ5nUl89/zuupO00tExBQREdC2Lf1Gj2a2C+XZgMRTp8xOJSK+7NIlmDGDL6gBOF/Fzj277rVta2YoERERyJULWrf2dAoxUqVKFUJDQ4mLiyMsLIxq1apRp04d6tSpQ61atciRI0fab9KjB92HDmWkQdkooAE4Vl9pxU26ZzQyMGvWrDz88MMWpRERSb98snl148YNAEJCQgxr721WXb9+PcX3qlatGocPHyY4OPi+1ytXrkybNm3o168fTZs25fLly3zyySd07NiRihUrJpnXlcxpzSsiYpquXWk+ejTZwenuNNmBo0C4NqgVEWcmT+ZGXDybMBrtnA34/u53al6JiIgIOD4/GTZsGMWKFaNy5coufUaUYnXr0rBIEQocOoSzIXGTgEFAhgkT4JtvIEMG92cRr5CYmMjChQud1jRs2JDAwECLEomIpF+mjg1MSEjAZrOl+c+IESPuu27Y7Q9Eb9403h/h3lGBGVLxy0NERMQDjat7Va9ene+/d3ygYrfb7359r7B7PsA1ypzavEePHnX6Z82aNS5fS0QkSY89Rkju3HQ0KLsArAIYO1Yz30UkeaNG8QUVSTQcGdgZcKxML1gQKlc2PZmIiIj4iKeeeoqaNWua07gCCAggsEcPuhqUxQAzAGJiHPMl/+b8+fMmhBNP2Lx5MxcuOHucEx599FGL0oiIpG8+uedVptsbHbgyVi82Nvbu166MGUyNTp06kSVLFgAWL178wPFM92zMYJQ5tXkjIyOd/smXL5/L1xIRSVJQEHTqZPjGDRybFnPwIKxcaXIoEfFJhw7BkiUMwZUVmt3vftWmDdhsZoUSERERSUL37nRzoWzUnS9+/RVwPOC8atUqunbtSr58+Vi/fr1ZCcVCRiMDQc0rERF3MXVsYFBQEDt3Go2CMfb3xktkZCSrV68mNjaWS5cukTVr1mTPPXr0KAC5cuVK1X5XrggKCqJkyZKsXbuW48cfXEgeGRl59+tjx46RM2fOZK91J6/NZrvvPBERr9C1K7UHDaIIcMhJ2WQcQ74yjBoFtWtbkUxEfMnYsZwinENsMih8CKh59zuNDBQRERHLFS/OI3XqUGH5cjY7KZsDnAUyzZnDhG+/ZdCvv97XsPruu+8YPny42WnFZEbNq3z58lG6dOkkPx8UEZGUMX3Pq9KlS7v9mmXLliU6OhqAXbt2UbNmzSTrEhIS2L9/PwBlypRxe4572Z2Mxipbtuzdr3ft2vXAnlj32rVrFwAFCxYkIiLCbflExH2uXoUxY+DPPyEhAQoXhtKl//qTJ086XhlQvToBDz3EU/v3M8BJ2RVgOtB53Dj48ku/mvkeFwcmPSshkj7Y7TBqFO9REVjhtLQkVSkZOIc/gpqTMaONevUsSSgiIiJyvx496G7QvEoAugIbExM598orDxwfN24cn332Gbly5TIrpZjs5s2bLF261GlN48aNsaXbDwRERKzlk2MD69ate/frpMb03bFu3bq7Y/jq1KljWp6EhAT27NkDQP78+R847mreU6dO3b2OmXlFJHXsdpg4EUqVgueeg8mTYdo0x368zz8PjRpBvnyQLRvUqAH//KenE5vAZoOuXV0aHTgM4PJlmDrV5FCedfEizJwJb7/tWGSWJQtcuuTpVCJebMMG2LWLydwwLP2elczoMYlz52zMmeOYXioiIiJiuQ4deCokxPBDtD+Ac8kci4uLY8iQIW4OJlZas2bNfdt9JEUjA0VE3Mcnm1cNGza8u8fUyJEjk131NGLEiLtftzVxzsz48eOJiYkBoEGDBg8cL1my5N2VXxMnTuTatWtJXseqvCKScnv3QvPm0KkTnDjhvPbyZVizBjZtsiSa9bp2pSxQyaDsT+AwwLBhpkey0rVrMG4cvPACPPIIZM8OrVrBZ585tviKi4Plyz2dUsSLjRrFJnJx3mBkYEbK8RhHoFs3MmaEqlWtiSciIiLygGzZyNe6NY85KXFlrc33339PXFycu1KJxVzZ76px48YWJBER8Q8+2bwKCQnhH//4BwA7d+5k4MCBD9SsXLmSoUOHAo6GUrVq1R6oOXToEDabDZvNRsOGDR84fvHiRRYtWuQ0y5o1a3j55ZcBxz5Vzz33XJJ1b7zxBgAXLlzgrbfeeuD4/v37+fjjjwF46KGH1LwS8RI3bsB77zmaFPPmpexcE6ameoeSJaF6dXoYlNm5vfpq/nw4eND8XBZJSIBu3eDHH2HbtqRrli2zNpOIz0hIgHHjeJcyQKLT0pZkh8hISOJ3NBERERHLPf003ZN4uRzwCXAEMGpbHD9+nGHp7OE+f7JgwQKnxx966CEKFy5sURoRkfTPJ5tXAG+++SYlS5YE4K233qJfv34sXLiQVatW8fHHH9O0aVMSEhLIkCEDX3/9darucfnyZRo1akSFChV49913+e2331i7di0bNmxg2rRp9O7dm7p163Lp9nyoN954g6rJPBb89NNP3x0F+P3339O+fXvmzp3LmjVr+O6776hduzYxMTEEBAQwaNAggjQXR8Tj5syBhx+G9993rKZJqVKl3J/Ja/TqRTcg2KDsI+ACwD0rS31d5sxQoYLzGoMx6CL+648/4MwZ1rHToDCI99kGXbtCgM/+uioiIiLpSdOmtM2ViwggD/AasAHYCrwNRAIvu3CZAQMGaPWVD4qNjWXlypVOazQyUETEvXy2Q5IpUyZmzZpFixYt2Lt3L7/88gu//PLLfTWZM2dmzJgxVKxYMU332rJlC1u2bEn2eGBgIO+88w7/93//57Rm2rRptGjRgrVr1xIdHU10dPR9NSEhIXz33Xc8/vjjacorImlz7Bi89ppjT6u0SMvKq5s3ISQkbfc3VefO5HztNVpfv46zf023gPeBb4YPh//7PwgMtCiguerVg40bkz++dq1j1V5YmHWZRHzCqFF8QilOsNtpWV4qU4o1jmWOIiIiIt4gOJiIrl1Z+fXXlCHpD9RaAYW5PT49GceOHWPIkCG8+OKLpsQUcyxbtoz4+HinNWpeiYi4l08/ylq8eHE2btzIp59+StWqVcmaNSvh4eGUKlWK1157jS1btvDEE0+k+vr58+dn0qRJvP7669StW5eiRYuSKVMmgoODyZkzJ3Xq1OG///0v+/bt491338Vmcz7hOGfOnKxYsYIffviBunXrkiNHDsLCwihWrBh9+/Zlw4YN9O3bN9V5RSRt4uPhyy+hTJm0N64g9c2rRYsc53r1vklZskD79vR2oXQ0wNGjYDBiwZfUq+f8+M2bjn3PROQeV67AtGkM4LxhaRcCoGJFx/JXERERL5KQAIcPw+LF8Oefnk4jluvRg0dI/knwQODBjSIeNGDAAG7cuOG+XGI6V/a7atSokQVJRET8h81ut9s9HULMd+zYMQoWLAjA0aNHiYyM9HAiEe+yfDk8/zxs3eqe64WHOz6nTem0q7NnHZ/XnjjhWKT0wQfw9tteumBp0SJuNWpEOHDToHQZUKdzZxg3zoJg5jt1CvLlc17zv//Bf/9rTR4RnzByJDE9+5CFBKdl4QRynECyDhwA//ynReFEREQetHo1zJ7taFYdOuT4c+wY3LrlOF66NOw0moQr6Yvd7pgh7uSNYxxQAjhqcKlvv/327h7q4v2qVq3K+vXrkz1evnx5Nm/efPd7fQ4nIpJ2Pr3ySkQkrc6dg969oW7d1DWusmWDIkXg7wsvS5VKeeMqMRF69nQ0rsDxpvi//4VmzRzNEq9Tvz6BxYrRzIXS/sCS6GjGDR5sdipL5M0LxYs7r9G+VyJ/M3o0HShoWBZGdrIGJECXLhaEEhERSd7KlY6HyUaOdKy0Onz4r8YVOL7X48De6+LFi8yePZv+/fvTqFEj3nvvvbRf1GaDHj2cloQC/3HhUh9//DHXr19PeyYx3ZkzZ9iwYYPTGo0MFBFxPzWvRMQvJSbCkCGOJtOwYam7Rt++sHcvHDwIV6/Cpk0wfjy89x4880zKr/f1144nO/9u/nzHw31z56Yup2kCAqBXLwa4ULoIaBAfz8uvvcbNm0brtHyD0ejAFSvu/3BDxK8dPw7z57MA407849yCRx+F/PktCCYiIpK8IkWcH79+3TE5QbzD4cOHGTlyJP369ePhhx8me/bstGzZko8++ohFixaxcOFC99yoa1fDJxV7AYUMLnPy5MkH9m4X7zRy5EiMBlepeSUi4n5qXomI39m82bHSqm9fuHAh5edXrOh4CvOXXyBHDsdr4eGOBlOnTvDuu5DS6Q9r18K//pX88TNnoHlzxwhBgz1irfX00zxss2EwQe+u87Gx/P7776ZGsopR8+rKFdiyxZosIl5v7Fi22rOQgPHTxcO4AN27WxBKRETEucKFjWsOHTI9hrjoq6++omfPnvzyyy9s3779gePr1q0jIcH5+GKX5MsHTZs6LQkBXJkg/sknn2j1lZez2+0MGTLEaU1gYCD1jN4giohIiql5JSJ+ZdgwqFzZ0XxKqUyZ4JtvHI2mmjXdl+nyZejc2bWm1GefOZomBw+67/5pEhkJzZrRLwWn/Prtt6bFsZIr7000OlAExzyloUPpQCbD0sxEEBIeDm3bWhBMRETEOaOVV6DmlTepUaOG0+PXrl1LsqmVKgajAwF6Akb9z1OnTvHTTz+5I5GYZMmSJezZs8dpTZMmTcicObNFiURE/IeaVyLiN8aNc+xvlZiY8nM7d4Zdu+Af/4CgIPfm+vlnOHDA9frVq6FSJZg82b05Uq1XL97E9b9QZi5axIXULHnzMg895Nj7yhk1r0SA5cth9252c8Kw9G0CHI2rjBktCCYiIuJc1qxg9Hn04cOWRBEXGDWvAFavXu2em7Vu7Xi60YkQHHv/Gvnkk0+IjY11SyxxP1dGO/bt29eCJCIi/kfNKxHxC6dPw4svpvy8EiVg3jxH48us7VfeeMOxoiolTbHLl6FDB3j+ecesfY968knCc+TA+K2iw83ERCaOGWNqJCvYbMarr5Yu1SbeIgwezHwAjDaBsxHI8+xplJK1nCIiIuax2YxHB2rllfcoWrQoOXPmdFrjtuZVeLjjDZmBp4GiBjVnzpzhxx9/dEssca8LFy4QHR3ttCZPnjy0atXKokQiIv5FzSsR8QuvvQYXL7peHxYGH34IW7dCkybm5QLHXr9vvgnLlrk2muReP/0ENWrAzp2mRHNNaCh068a7KThl1HffmRbHSkbNq9OnYd8+a7KIeKVLl2DSJOa6VFyef/EppfrUo1w5+PNPc6OJiIi4wuj3czWvvIfNZjNcfeW25hXA008blgQD77hwqc8++0yrr7zQqFGjiIuLc1rTs2dPgoODLUokIuJf1LwSkXRv926YMMH1+scfh+3boX9/R1/GKjVqwMaN0L59ys7buhWqVnXs5+WxVT7PPENTwNUp3yv27GFfOujq1K1rXLNsmfk5RLzW2LHEX7/OKJeKh9/9ascOyJbNrFAiIiKuM2peaWygdzFqXu3YsYOYmBj33KxuXaf/A9kO/AvHbzjFDC519uxZvv/+e/fkErew2+0MHjzYsK5Pnz4WpBER8U9qXolIuleqFKxaBRUqOK+LjIToaJg1C4oZvbswSdasMHGiY0VVWJjr51275tjP65VXPNTAqlABW5UqdHShNAh4E8iQDva9Kl/eeB8E7Xslfm3IEKYQzCnDwmJApbvfFSwIlSubmEtERMRFrowN1Jho75FU88pms1GuXDl69erFTz/9hM1mc8/NAgKge/f7XjoFfInjt5qHgU+BpUBnFy73+eefc/XqVfdkkzRbtWoV27dvd1rTuHFjihcvblEiERH/o+aViPiFatVg7VrH3lIZMjx4vF07x+i9du0cs+09yWaDfv1gzRooUyZl5w4aBP/7nzm5DPXqhSu3vgX8Gygw17VBYt4sMBBq13Zeo+aV+K0NG2DjRv6BwZMDAAy577s2bTz/s1hERASMV17FxkI6eCYr3ahevTr58uWjdevWDBgwgPnz53Pp0iW2bdvG0KFDefbZZ8mUKZP7btijB/HAWKA5UAD4J7Dpb2VngBIGlzp37hzfpZPx6umBK6uu+vbta0ESERH/ZbPb9YyQPzh27BgFCxYE4OjRo0RGRno4kYjnHDwIzz8Pd3onLVo4Vlt5o9hYx2qqoUNTdt6vvz7wEKD5Ll2CfPkofeMGuw1KXwW+KlIE9u93PLHowwYMgP/+13nNyZOQN681eUS8xvPPs/anaVTnDJDopLA4sAf4q1u1YAE0amRyPhEREResX+8Y0e3MunVQpYo1ecT73Kpdm0IrV3LCSU1WYCBgNGAue/bsHDp0yL0NNkmxmJgY8uXLx7Vr15KtyZEjB8ePHyc0mb0G9DmciEja+fYnhiIiqVC0KPz+O4wZA8WLw88/ezpR8iIiYMgQGDsWUvL+pXdvWLjQvFxJypoV2rXjDRdKR4FjxsqiRWYmskS9esY1Wn0lfic2FsaOZThPADUNivtwb+MqRw7X/n8lIiJiBaOxgeD4tVb8V+DTT/OUQc0lIBNQ0qDuwoULDBo0yC25JPXGjh3rtHEF0KNHj2QbVyIi4h5qXomIX7LZ4KmnYNcux15X3q5LF8cELlef6IyPh7ZtYccOc3M9oFcvngFCDMrOAysAhg0zPZLZqlWDEIN/YDWvxO9MmkRizBVm819gOY4ty18DcvytMAh4+r5XWrWCoCBLUoqIiBjKkcPxQJkzhw9bk0W8VMeOdA8ONiwbC/yfC5cbOHAgMTExaY4lqaeRgSIi3kHNKxHxa4GBnk7guuLFYcUKeO011+ovX3aMRDx1ytxc92nUiMDChWnmQuk7ANHRjnGDPiwsDKpXd17z55/WZBHxGkOG8CePcZgit18oi2P78uPAeOAxAPJSlYm8zFMtLpE5s6OyTRurw4qIiCTPZjPe90orr/xctmyUb9OG8gZls4EmQGmDuosXL/LNN9+4J5uk2Pr169mwYYPTmjp16lAmpRtUi4hIiql5JSLiQ0JC4MsvYfp049U+4HgK9IknHBO8LBEQAM88w0culC4B4m/cgHHjzE5lurp1nR/fuRMOHLAmi4jH7dgBy5czJMldHUKBTsAfwH7eJZgONY4yZlZWzp6FOXOgaVNr44qIiBgxGh2o5pXQowdGWw7HA5NxbfXVl19+ySUff8jPV2nVlYiI91DzSkTEBz35JIwc6Vrt+vWOsYO3bpmb6a6ePXnEZiOfQVkCMAjSxejARx81rpk1y/wcIl5h6FDOkpNptHFaFkkwfVkOt9/8h4RAs2aQIYMFGUVERFLAaOWVxgYKzZrRJXv2e3bxTNoooCNQJsD5x3GXLl3S6isPuHr1KmPHjnVakyVLFjp06GBRIhER/6bmlYiIj+rcGT7+2LXaGTPglVfAbjc3E+B4NPWxx3DlWbRBAOvWwZYtJocyV/36kDGj85qZM63JIuJRcXEwciS/0oN4g93vejGMwIzh0KmTReFERERSx5WxgZb8ni3eKziYAt27Y/RM2ypgD/BeYqLhJb/66iutvrLYxIkTuXLlitOabt26ER4eblEiERH/puaViIgPe/ttePZZ12q//x6++srcPHf16sXbGP8lcwg4ADB8uNmJTHVnxYgzixaBwfsgEd83fTpXz8fSn7zAyWTLbCTSi2GOZaFGnV8REREPMxobGBPj89u4ijs8/bTh6ECAoUB74GGD5eaXL1/mK8vewAloZKCIiLdR80pE0gUXHlxLl2w2R1OqeXPX6t94A6Kjzc0EQJs2hGfNSnUXSv8LMGoU3LxpcihzPfGE8+M3b8Kff1qTRcRjBg+mDx25wVtAQaANMBPHoNC/NGUehTkCfZLaF0tERMS7GK28Ao0OFKBSJdpVqIDRmpyROPa/evf6dcNLfv3111y8eNEd6cTAtm3bWLVqldOaatWqUaFCBYsSiYiImlci4vPi4qB6dfjsM4iP93Qa6wUFwcSJ4Mrv0HnzQtGi5mciLAy6duU9F0p/A+znz8Nvv5kcylyPP+5oJjqj0YGSrh08CH/+ySQW337hFjAdaAUUAd7Bsd4S+jAEypeHatU8EFRERCRlXGleHTpkdgrxBRlfeAGj3ZDO4fgNqR1QPkcOp7UxMTF8+eWXbkonzmjVlYiI91HzSkR83mefwfr1jhF61arB2rWeTmS9TJlg1iyIjEy+plw5WLUKKle2KFTv3jQFMhuUXQOiAYYNMz2SmfLkcTRRnZk1y39XCYofGDaMKVQgkaQePT8O/A8oRgCdeZLfHKuujDq+IiIiXiBXLjCY8KbmlTh06UJfo/+xAENwfCD37rVrhrXffPMNFy5cSHs2SdaNGzcYNWqU05qIiAg6d+5sUSIREQE1r0TEx+3eDf/731/fb94MNWrAK6/43/5CBQo4miOZMj147NFHYflyKFTIwkCVKmGrWNHwyUOAt4Euv//OksmTzU5lKqPRgadPOxqtIulOQgIMG8bzZDUotJOfWEJCA6BbNyuSiYiIpJnNZrzvlcYG+paEhAQ2bdrENReaRymSKRO1u3enjEHZH8BBoM3161QoWNBp7ZUrV/jiiy/clVCSEB0dbTiesUuXLmRK6s22iIiYRs0rEfFZdjv06/fgVkl2O3z7LZQt6/OT6FKsfHnHnlZBQX+91rMnzJ4NWbJ4IFCvXvzPuIoDwHhg+McfmxzIXEbNK4AZM8zPIWK5OXO4fuIcZ1hjWPoWO6B9e8iWzYJgIiIi7mE0OlArr7yX3W7n6NGjTJ48mTfffJP69euTJUsWKlWqxPLly91+P9tzz+HKrp7DcHwo915oqGHtt99+y7lz59IaTZKhkYEiIt5JzSsR8VnDh8PixckfP3YMWrcGH1/Mk2JNmsDPPzu+/uADxzS+kBAPhXnqKfKGhFDKxfLJGzcSe/WqqZHMVKGCYwWcM9r3StKlwYPpQmPA+cbjNjLxMgdAb/5FRMTHaOWV70lMTKR9+/YUKFCAQoUK0aFDBwYOHMjSpUvvrrhavXq1+29cqRI9KlYk2KBsGJAAtN63j0qlSzutvXr1KgMHDnRXQrnH7t27WezsgwWgfPnyVNNerSIillPzSkR80unT8MYbxnUPP+xoYPmbXr1g0yZ45x0PbymTIwe0bcvrLpZftduZ9sknpkYyk81mvPpq40Y4ftyaPCKWOHECZs3iN1YallaiJJQoAfXrWxBMRETEfbTyyvcEBASwa9cuTp48mWyNKc0rIOdLL9HWoOYEMAewAe8ZdUeB7777jrNnz7ohndxryJAhhjV9+/bFpr1aRUQsp+aViPik114Dg5HU2GwweDAEGz3ylk5VqODpBLf16kVvwNXFX78OG2ZmGtO5Mjpw1izzc4hYZsQIZt0qgZ3LhqVT2QZ9+ni4qy4iIpJyRs2rixchJsaSKJICNWrUcHp89erV2O1299+4c2f6hocblt0ZVtdq2TKqVKrktDY2NpbPP//cDeHkjps3bzJy5EinNWFhYXTTXq0iIh6h5pWI+Jw5c2DcOOO6F16AmjXNzyMGHn2UwIIFaeJi+Z8nT3Ji925TI5mpcWMIC3Neo9GBkm4kJsLQofQiqwvFpXmc9fQ/+QLr1jn2JxQREfEVLiyM0ehAL2TUvDp79iyHzFg2FxFB46efpqhB2SwcK7BssbG8X6eO4WW///57zpw5446EAkyfPt1wNVvHjh3JmjWrNYFEROQ+al6JiE+JjYXnnzeuK1AABgwwP4+4IDAQevbkYxfLE4Gx/fubmchU4eHw6KPOa/78E6473xpIxDcsXMjNA0c5w3YXinuyg3J89HVGqlVzfAj40UemJxQREXELo5VXoNGB3sioeQXmjQ4MeO45ehvU3AJG3P66xfLlVK9e3Wn9tWvX+N///ueGdAIwePBgw5q+2qtVRMRj1LwSEZ/y3nuuvSkcNAgyZzY7jbisZ08eAQx6OneNmj3bzDSmMxodeP06LFxoTRYRUw0Zwgs0A64YFAYAb9/3ytGjjv0LRUREfEGePBAa6rxGzSvvU65cOcINxveZ1byifHmeqVzZ8IO3ITge4LNt3Mh7Tz1leNnvvvuOVatWuSOhXzt48CB//PGH05oyZcpQx4UVcSIiYg41r0TEZ2zcCF99ZVzXpg20NdodV5KVkACTJrl5pFexYtC4seGThwDVgGnXrsGOHW4MYK2WLY1rNDpQfN65czBlCr9y0IXihkm+qp/VIiLiKwICoFAh5zUaG+h9goKCqFq1qtOa3SaOLM//8ssYvTU4CNx5rq35tm2Gq8Xsdju9evXixo0b7ojot/bs2UPu3Lmd1vTp0web9moVEfEYNa9ExCfcugV9+zr+05lMmRyrriR1Dh6Ehg2hY0cw2Lc25Xr1oi0Y7oyzB8gLMGyYmwNYp2BBqFDBec3MmdrzR3zc6NGsu1mQeFxpND/4AyVHDqhXz/2xREREzGI0OlArr7zTvc2gsLAwateuzWuvvcb48eM5ePAgs2bNMu/mHTvS12DlF8Cd4XW2ceN4/623DOt37tzJhx9+mMZw/q1Zs2YcPXqUSZMm0bRp0weaVCEhIfTo0cND6UREBNS8EhEfMXIkrF9vXPfxxxAZaX6e9MZud/w7rlABli93vPbyy3DggBtv0q4dYVmy0NVJSTngXRxjM/j1V4iPd2MAaxmNDjx6FLZutSaLiNvZ7TB4MJ0oBRh1YUsAD/5gbtUKgoLMCCciImIONa98U4cOHfj+++9Zt24dMTExLF++nC+//JJOnTpRpEgRc1fWhIfz+DPPkN+gbCpwDiA2lqanT1PPhSd8Pv30UzZs2OCGkP4rJCSE9u3bM3fuXA4cOED//v3Jn9/x31bbtm3JmTOnhxOKiPg3Na9ExCd8951xTY0a8Nxz5mdJby5cgE6doGdPuHLPtjVXr0K3bo4xgm6RIQN06fLA6MBMwLPAamAr8BoQAXD2LJj5FKTJjJpXoNGB4sNWrSJhx24OsNKF4jeSfFUjA0VExNcULuz8uMYGeqdq1arxwgsvUKVKFYKDgy2/f9Bzz/GMQc1NYNTtr22//MJPP/5ISEiI03Nu3bpFr169iPfhB/68SZEiRfjwww85fPgwv/32G2+//bbxSSIiYio1r0TE623f7tjvypmgIPjlFwgMtCZTerFgAZQv79jjKikrV8KAAW68Ya9eVAIqAfVxDBI7CfwMVAceeObRh0cHVqsGuXI5r1HzSnzWkCG8TTPgokFhCBF0eODV8HBo0sSUZCIiIqYxWnl17pzjATCR+zz8ML0rVzYsG8zt9eybNlE2Npb/+7//Mzxn8+bNfPrpp2mOKH8JCgqiVatWVKpUydNRRET8nppXIuL1xowxrnnzTUcTRlx37Ro89RQcP+687oMPYPVqN920alV45BGWAYuBHtxeZZWc2bPh5Ek33dxagYHQooXzmlWrHAvMRHxKTAyMH88PnDIsLUJpLuR6hDkz4unXD/LmdbzevLljMaaIiIgvMWpegVZfSdKKvvIKjxnU7IS/1rT//DNvvfUWFStWNLz2Bx98wPbt29MWUERExAupeSUiXi0x0bh5lTkz9O9vTZ70JDwcBg82rrt1yzE+0C1Pkdps0KsXxlsW33PzoUPdcGPPMBodaLfD779bk0XEbcaPZ+e1HNxgk2HpGI4Q0vMpmj0RzE8/OZrly5fDf/5jfkwRERF3MxobCGpeSTI6dKBvhNPH9gCYe+eL8eMJvnaN4cOHE2SwSWh8fDzPPPMMCW6b9y4iIuId1LwSEa+2bBkcOeK8pn17RyNGUq5VK+jXz7hu3z549VU33bRrV0jJrPmffgIfnePetKljpKUzGh0oPmfwYDpQGUh0WhZMXmpzCfr0uftaQADUrg1VqpgbUURExAz58hn/GnvokCVRxNdkyEDrnj3JkcShzMALwAbg/TsvXrsGo0dTsWJF/vWvfxlePiAggAsXLrgtroiIiDdQ80pEvNro0cY13bqZnyM9++ILKFnSuG7oUJg61Q03zJULnnzSaclh4F9AI8B+/DhMn+6GG1svc2Zo0MB5zdy5cPOmNXlE0mzTJm6t28AOVhiWdiQn1K/v2g8YERERHxAYCIUKOa9R80qSE/riizx9z/d1gRE49gD+Hse+wPf5+Wew2+nfvz9ly5ZN8poZMmTgiy++YPny5eTOnduE1CIiIp6j5pWIeK0bN2DiROc1kZHGzQFxLiLCMZrRaIUQQN++cOKEG27au/cDL9mBBUBboBjwKbAIx95YDBrkhpt6RqtWzo/HxDhWGIr4hCFDGERN7Bht1hbEMLY5fmiIiIikI0ajAzU2UJJVpgx9q1Thn8AOYCnwNCQ/Un3rVli1itDQUIYNG0ZAwP0f4TVo0IAtW7bw+uuvExgYaGp0ERERT1DzSkS81uzZcPmy85qnnnKMoZK0qVoV3n/fuO78eXjmGcdeZGnStOndx1avAj8CDwOPAtO4fxjZdwBLlsCWLWm8qWcY7XsFGh0oPuL6dRg9mnc5bliaj1KEZM0KUVHm5xIREbFQkSLOj2vllThT+rXXGAiUcfWEn38GoEaNGrz22msAZMyYkR9++IEFCxZQvHhxU3KKiIh4A33kKyJeSyMDrfX221C3rnHdvHluWAgVGAjPP08iUAHHjPcdyZROA44CfPddGm/qGQ89BKVLO69R80p8wuTJHL4cQgzGj5QP4YzjB3SGDBYEExERsY5R80orr8SpqCjIkdTOV8mYMAEuXgTggw8+oE+fPmzbto3nn3/+gZVYIiIi6Y3+phMRr3ThAsya5bymfHl45BFr8viDwEAYNcqxT5ORt9+GbdvSeMM+fQgIDaW9QdktHCuzVv36K1eOHEnjTT3DaPXV3r2wZ481WURSbcgQ2pPPsCwjEbTgLPTpY0EoERERaxmNDTx92rFYWSRJYWHw9NPGdXfcuHH3qc7w8HAGDx5MYaP/EcoDbt265ekIIiKSCmpeiYhXmjwZbt50XqNVV+5XpAh8/71xXVwcdO3q+M9Uy5kTunThBYz/MvoMqBUXx9jXX0/DDT1HowPF5+3eTeKSpazHuMvaBjtUqwYVKlgQTERExFpGK69Aq6/EwLPPpqz+55/Bbjcnix+w2+20bduWFi1aMHXqVOLj4z0dSUREXKTmlYh4JaORgTYbdOliTRZ/07UrdO5sXLdlC/znP2m82UsvURh40qDsznNyP86YgT0hIY03tV7t2pA1q/MaNa/Eqw0dyndUxs4Nw9IfuaZVVyIikm65suhFzSvfEhsby+LFi/nss8/417/+Zf4NSxTkzQMAAIPZSURBVJWChg1dr9++HVasMC1Oejd8+HBmzJjB77//Trt27ShUqBD//ve/2b9/v6ejiYiIAZvdrsc3/MGxY8coWLAgAEePHiUyMtLDiUSSd+gQFC3qvKZRI1iwwJI4funiRceiiaNHjWv//BMefTQNN6tdm/krV/KYi+UrPv+cWm+8kYYbekaXLjB+/IOvV6jgWJnVqhXUqGF9LhFDN29CwYJkORNCDMecluYgjHMRgXDyJGTKZFFAERER6yQkOCa/OZtC9tNP0K+fdZnEdYmJiezcuZPVq1ff/bN161YSExMBCAkJISYmhtDQUHODjB+fsqcxu3eHX381L086tX//fipUqEBsbGySxxs3bkzfvn1p27at2/871+dwIiJpp5VXIuJ1xo41rtHIQHNly+Z4b2SzGdc+/bRjj7JUe+klGgNlXCz/6csv03Azz7kzOjAsDFq2hB9/hCNHYNMm+N//1LgSLzZ9OsfPJBLDccPSr7kBnTqpcSUiIulWUBDc/jw6WYcOWRJFUmHmzJk8/PDD9O7dm19++YXNmzffbVwB3Lx5k02bNpkfpG1bxxh1V02cmMY3Xf4nISGB7t27J9u4AliwYAFdunTh+HHj33NFRMR6al6JiFex22HUKOc1oaEQFWVNHn/WsCG8+aZx3fHjjidLU72Ot317bHny0NbF8gknT3J+1apU3sxzWrSAGTPg/HnHiMDnnjP+4EPEK3zzDa0pCjj/P7mNQEpTBXufvtbkEhER8RCj0YEaG+i9qlevblizyor3GqGh0LOn6/VxcVp5lUIff/wxK1euNKx76qmnKFasmAWJREQkpdS8EhGvcuMG1K/vfH+gJ5+ELFksi+TXPvwQKlY0rps8OQ3vpUJCoF8/nnGxPA4Y4YNjA7Nlc6y+Cg/3dBKRFFi3jmvLN7AB40/h7DSlGuso3KkG//gHLFzoGK0kIiKS3hQp4vy4Vl55r7x581KoUCGnNatXr7YmzLPPpqz+559T9cRgXFwcY10Zb5KOrFmzhvfff9+wLnfu3Hz11VcWJBIRkdRQ80pEvEqGDI7fyU+dgilToF07R2/jXhoZaJ2QEMcYx7Aw49qXXoIDB1J5o379KB4UREkXy39asYLEy5dTeTMRcdk339Cfxtg540LxSACOHrUxaBA0bgx588Izz2jKjYiIpC9qXvm2Ggbzui1rXpUo4fiFKRlngS+A5++8sGsXLF2aolusXr2aypUr07VrVyZPnpzapD4nMjKSxx4z3lV52LBh5M6d24JEIiKSGmpeiYhXCg11jAGPjnY0sn75xbEiK2dOaN7c0+n8S5kyMHCgcd3Vq47GYqpWWuTPD+3bY/xsnEMzu53rQ4em4kYi4rITJ0gcP5HvcaUrnRfI9cCr5887xmVmzuz2dCIiIh5jNDbw5EnHlDfxTkbNqwMHDnD27FlrwvTrd9+3icAfQEegAPAG8BNw8E7Bzz+7dNlr167xxhtvULt2bXbs2AHAiy++yPnz590S29vlz5+f33//nW+//ZawZJ7EfO6552jZsqXFyUREJCXUvBIRr5ctG/TtC4sXw759D67EEvO98AI8/rhx3cqVMGBAKm/y0kt0Alz5jDsHEDF4cBo22hIRQz/+yC8Jj3KTnS4Uj0z2SKtWjs3tRURE0gujlVcAR46YHkNSyah5BY6xc5Zo0wZy5+Y48D/gIaApMAmIv6fs7mN7kyc7ng5yYsmSJVSoUIEvvviCxMTEu6+fOXOGV1991X3ZvZzNZuPll19m/fr1VPzbLPySJUsy0JUnNEVExKPUvBIRn6K9rjzDZoNhwxwr34x88AGkatJG7drYKlWilwul88AxNmP+/FTcSEQM3bgBP/3EG/d9bJKcSBwfsyStbVu3pRIREfEKSTWvAgIcK7Lq14cePRzfi3eqXLkygYGBSR4rUaIE3bp1I0eOHNaECQnhateulADeAQ4lUzYcSAC4eRNGJv3Q0NWrV3nppZdo0KAB+/btS7Jm9OjRzJw5M82xfUnZsmVZvXo1b7/9NjabjaCgIEaPHk1ERISno4mIiAGb3a7H1v3BsWPHKFiwIABHjx4lMjLSw4lExBfNmAFPPmlcV7w4bNni2MMsRYYNI7Z3bzLjGJnhzEagYuvWMG1aCm8iIoaGDWNt72+pzingtEHxT0C/JI+Eh8O5c6n4WSAiIuLF4uPho4+gaFFHw6pIEShQAIKDPZ1MXFW5cmUOHz5MjRo17v6pXr062bNntz7M/v10Ll6cCQZlvwGtAEqVgp07HU8Y3uPUqVOUK1eOCwabjebPn5+1a9eSP3/+tKT2SYsXL2b79u288MILpt9Ln8OJiKSdmld+Qn9pioi7PPeca6PW33oLPv00hRe/fh0iI3n0wgUWGJT2BoYEBMD+/a7NbhER19jtUKEC5bd2YCv/Z1AcAcSQ3GL+du0cexeKiIiIeJPz58+TPXt2bH9rAHnK/CpVeGzDBqc1rXA0sABYuBAaNnygZvTo0XTv3t3wfk899RRjxoxJcU5xnT6HExFJOy1kFxGRFPniCyhZ0rW67dtTePEMGaBPH4YA4QalY4ALiYnwww8pvImIOLVwISe3nmUrCw1LH6Yi/TKPJ2/epJ+F0shAERER8UY5cuTwmsYVQKN//YtiBjWzgON3vknmacKuXbvSsmVLp9epUqUK33//fUojioiIWE7NKxERSZGICBgzBoKCkq/JmBG++QbKlEnFDZ5/nqIBAXQzKLvB7Y2LhwyBa9dScSMRSdLXX/MifcCweZWJxazipw/Pcfy4jeXL4c03HWNDwfEzwuCzExEREREBAtq0oXfGjE5rEoERd76JjobTD452ttls/PTTT2TOnDnJa5QvX565c+eSNWvWtMQVERGxhJpXIiKSYlWrwvvvJ32sRQvHiqsXX0zlRtVFikCrVrzkQukPwK2LF2HcuFTcyLvduOHpBOKX9u3j2oz5TOeIYWlN6pM9cwQ88wwBAVC7Nnz2GezZA1u3wrBhkC2bBZlFREREfF1wMM/06kWgQdlQbu8NHB8PyayeioyMZODAgQ+8XqZMGf744w9y5MiR1rQiIiKWUPNKRERS5a23HE2sO3LmdKzImjkTChVK48VffplHgAYGZYdwjM/gu+8c+/T4MLsdtm2DTz6BunWhRAlITPR0KvE7gwbxKU+TaLhleBjDWAm9ekGmTPcdsdng4YfBhe0WREREROS2fK+9xhMGNQfhr72Bf/gh2QkUffr0oXnz5ne/L168OPPnzyd37tzuiCoiImIJNa9ERCRVgoJg6FDHf3brBjt3wlNPOT64TrPGjaFMGV52ofQ7gE2bYPlyN9zYWjduwNy58PLLUKwYPPII/Pvfjn+UY8dg40ZPJxS/cvkyiUOH8zmZgTinpZE0oIztouN/vCIiIiKSdkWK0KdyZcOyX+58cf48jByZZI3NZmPcuHFUr16dIkWKsGDBAvLly+e+rB5269YtT0cQERELqHklIh6l3zl9W/nysGsXjBrlWHnlNjYbvPQSrYFIg9I/gF3gWH3lQw4ccPw7a97cEf3QoQdrZs60PJb4s2HDGBdbl+sMNiz9mv3QurWj6yoiIiIibtH8P/+hgEHNVOD4nW+++irZcQ1Zs2bljz/+YNGiRRQsWNCNKT2vX79+PPvss1y9etXTUURExERqXomIx9jtjuZHhw4wbRrEOX/QX7zUQw+ZdOEePQjKnJnnXSj9HhybFp84YVIY9ytSBJLZR/kuNa/EMrduwbff8hIZgQtOS8OpSRT74NVXLYkmIiIi4i+C2rThmaxZndYk4Nj7F4C9e2HGjGRrM2fOTOHChd0VzytMmzaNoUOHMnjwYCpVqsTq1as9HUlEREyi5pWIeMyqVbBjB0yeDG3bQr588NxzsGyZ9voRIGNG6NmTPkCIQekIICYhAX7+2fxcbhIQAC1bOq9Ztw5OnrQmj/i5GTNYdygzlzDumP4DoEIFqF/f9FgiIiIifiUwkN6vvILRJPafget3vhk40NxMXuTkyZP06dPn7vf79u2jTp06vP/++yQkJHgwmYiImEHNKxHxmNGj7//+4kVH76FePcdqnv79QVMA/NyLL5Ib6GxQdhV4DHh94EC4edP8XG7yhNGOzMDs2ebnEOHrr+lBXe75GCRJARTgQ1Y5Vl25ZYM7EREREblXkTfeoEVQkNOa88DYO98sWwZr1piS5fTp06ZcNzXsdju9evXi/Pnz971+69Yt3nvvPerWrcu+ffs8lE5ERMyg5pWIeMTNmzBhQvLHDx2CoUMhLMyySOKNSpaEZs14yYXStcAv165x5ddfzU7lNo8+CqGhzms0OlBMt3EjxxfvZSfTDEvLkJGg3Lmhs1FLWURERERSJWNGXomKMiz7BrDf+eaLL9weY8qUKRQtWpQpU6a4/dqp8cMPPzBnzpxkj69evZqKFSsyU2+gRETSDTWvRMQj5s6Fvz0w9YAuXcDggTPxBy+/TDWghgulscCYAQNMDuQ+GTNCo0bOaxYtAk3AEFN98w19eBww3jNuKkfh+ef1ZIGIiIiBmzfhzBlPp5C0SkxM5Nq1a5bf97EvvqCsQc1WYNGdbyZPhoMH3Xb/mTNn0rlzZ65fv07Hjh0ZP368266dGjt37uSNN94wrAsICODhhx+2IJGIiFhBzSsR8Yi/jwxMSrdu5ucQH9C8ORQr5tLqK4AfDx7EvnatqZHcKanRgTlyQPfuMHGiYxWimrhimtOniR07nTku7HWVncKUCI53bE4oIiIi7N0Lo0bBxx/Diy9C69ZQpQrkyeNYXd+4sacTSkqdOXOGGTNm0L9/f5o0aUL27Nn56KOPLM9hK1CAf9SsaVj3zZ0vEhPhm2+clbps3rx5REVFER8fDzjG8nXt2pWRI0e65fopcf36dQYN+v/27jzOxvr94/jrzIyZMca+ZBv7NtZkl12hqEiRJGSLZEuEbNm3JCH9iIrCN6mkpGTflSzZhWbsZBvGjJk5vz9uJsvMuc/MnHXm/Xw8zsOZc1/3fV9TzJxzX/fnuqbTsGFDbt26ZRo/Y8YMChUq5PzERETEJXQ5TERc7upV+P572zGhoVCxomvyEddbvx7GjoWlSyFDBpNgX1944w1efOstumI2kQf2AFuHD6eGlwyLatoUevaEcuWMQlazZlCtmvFtizjdxx+z93YG4JRp6ExuGUtic+d2fl4iIiJe4PvvwdZikFPmv17FAyxevJhly5axbds2Tpw48dD2bdu2uT4poN0HHzCoenUu24j5HvgbKAIwZw4MHw5Zsyb7nOvWraN58+ZEPzBHOC4ujg4dOhAVFUXXrl2TfXx73bhxg48//phJkybZPXerVatWvKI7YEVEUhWtvBIRl/vmGzC7aeqVV8BicU0+4jpXrxqLNurWNVpHDh1q544dOxIQFEQZO8Nn/fwzXLiQ3DRdqlAhCA+HPXuMgl7NmipciYtERcHMmUwgxDQ0HVn4lxb0iprEmjVqZSkiIgKQP7/t7VeuQESES1KRFNiwYQOLFy9OsHAFsGPHDuLi4lybFBBUrRpdTVYRWYGP7n5x4wZ88kmyz7d582aaNm1KZGTitwt269aNKVOmxK/KcrRr164xbtw4ChUqRP/+/e0uXOXLl49Zs2Zh0UUEEZFURcUrEXE5e1oGvvyy8/MQ1/r+eyhdGmbP/u+1adNg+3Y7ds6aFV55hcl2nmtxXByXPvwwOWm6Rb587s5A0qRFi4g5f54VnDENfYYg/i+4L9MX56JBA2PxVceOxr9rG9c3REREUjWz4hVo9ZU3qFbN9nTda9eucfDgQRdlc783Ro3C7L62ucD1u198+KExcC2JwsPDeeqpp7hx44ZpbP/+/cmZMydt2rThyy+/5PJlW2vD7HP58mVGjhxJoUKFGDx4MBcvXkzS/vPnzydbtmwpzkNERDyLilci4lLh4bBmje2Y2rWN1SiSOpw7B61bGzMATp++f1tcHHTubOfnq549qQs8aUdoNLBq5kwtDxFJjNUK06Yxlkrc5qRJsA8TsbArokT8K5cuwfz5xr/rHDmgZUvYvNmpGYuIiHgce4pX4eHOz0NSxqx4Be5rHRjSti3PZ85sM+YaED+N6vRpWLw4yefJly8f/W31wHzA1atXWbRoEW3btiVnzpzUr1+f999/n6NHjybpvJcuXeLdd9+lUKFCjBgxIlmFsL59+/LEE08keT8REfF8Kl6JiEt99ZVxzdQWtalOPQ4cMOaXLVmSeMzevTBxoh0HK1cO6tblTTtCKwNt/v3XfLiaSFq1YQPs2sWHmPxABp6lLMuzJj7b4OZNox2sl3TqFBERcZg8ecxbnat45fmKFy9OVpM5Ue4qXmGx0LtnT9OwD4H4xoaTJ5t/6H7oNBaGDh3KhAkTkpxibGwsa9eu5a233qJ48eKEhoYycOBANm7cSGxsbIL7nDt3jgEDBlCwYEHGjBnDtWvXknxegHLlyjF27Nhk7SsiIp5PxSsRcSmzloH+/vDii67JRZyvRAkoWdI8btQoo9Bl6s03eRoobBK2E9gNMH26HQcVSYM++IDvKcIl/rAZ5kNOvuAA32braDMuKAgaNXJkgiIiIp7P3x8eecR2jNoGej6LxULVqlVtxmzdutVF2Tys5tChVEqXzmbMEWDl3S/27IHVq5N1rgEDBjBt2rRk7XvXwYMHmThxIrVr1yZ37ty0b9+epUuXcv36dU6fPk2fPn0oXLgwkyZNsqtNYWLKli3LihUrCAwMTFG+IiLiuVS8EhGX2bPHeNjStKkx3khSB19fmDMHTD5rER0NXboYbQRteu45fPPn5w07zj0dYO1a2LfPrlxF0oy//4Zvv2UgeU1Da1OaqAz52HDcdl+kJk0gfXpHJSgiIuI9zFoHauWVdzBrHbh3794UFVpSwhIQQO/mzU3j7is5TZmS7PP16tWLjz/+ONn73+vixYt8/vnnvPDCC+TIkYPChQszbdo0IlMwNLVAgQLMnDmTnTt3EhIS4pA8RUTEM6l4JSIus3CheYxaBqY+ZcrAkCHmcZs2waxZJkF+ftC9O68BQSahC4FLAB99ZE+aImnHRx9x1JqJg+w0CfRnOn+xvPoY4uJs90Rq0cJx6YmIiHiTkBDIlQseewyefRZ69IAxY+Czz4zFL4MHuztDsceDxSs/Pz8qV67MG2+8weeff86BAwcICjL7BOI8raZNw2SRH6uA/Xe/WLkyRTfxdevWjfnz5+Pj47jLhtHR0UTbNew4YUWKFGHOnDkcOXKE7t27ExAQ4LDcRETEM1ms1iQ2whWvFB4eHn9HSlhYGPntmSwr4kBxcVCggO22GVmywJkzoFX/qU90tPGB/q+/bMcFBxsxBQrYCDp/HkJC6BYdzScm550IvB0UBGFhkC1bErMWSYWuX4f8+Wly7VF+Zr3N0KLU4qhlE8/Uu8YPa4ITjfPzM/5ZatWsiIikRXFx4MDr++Imly5d4o033qBatWpUr16dihUrelw7upHVqjFi+3abMd2A+DVTHTvCp5+m6JxLly6lW7duXLp0KUXHSYmSJUsyZMgQ2rRpg5+fn9vySCpdhxMRSTm9xRIRl1i3zrzf+4svqnCVWvn7G+0DzQZaR0RA9+4m84Vz5YKXXsJ8bDF8BNy+eVOzr0Tumj+fm9du8AuHTENHcx6aNuXdccH07w9FiyYcV7++ClciIpJ2qXCVOmTPnp1FixbRt29fatSo4XGFK4DXp0/H3yTmc+Dfu18sXGjcHZoCLVu25PDhwwwaNIiS9gwzdqCyZcuyaNEi/vrrL9q1a+dVhSsREXEMvc0SEZdYsMA8Ri0DU7fq1aFXL/O4H3+Er74yCerZk3JAXZOwf4AFANOmGStORNKyuDiYNo13qEIc52yGZuZRXuIw9OlDtWowaRIcOWLMLXzvPahY8b9YO0YwiIiIiEgKPVK1Ki/ZbFEBhTE+AwFG+wsHtFDPli0bY8eO5eDBgxw6dIjJkydTp04dh7YUvFfFihX55ptv2L17N61bt8bX19cp5xEREc+ntoFphJYriztFRkLu3HDtWuIxBQrA8eO6czG1i4iAsmXh5EnbcTlywIEDxp+Jql6dpdu28YLJOR8B/gaCJkyAAQOSlrCHOXgQ5s6FoCAYOdLd2YjXWb4cnn2WYEpz47+JCAkaSFXGl71pVKsSWTJ54gR89x20agV58jghXxERERG5zx+ffUalDh0eer0Z0BtoCNz3zi1rVqOFeoYMDs/l33//5aeffuL7779n5cqVXLP1gd8OVatWZdiwYTz99NNYzFp2eAFdhxMRSTldJhYRp/vhB9uFK4C2bVW4SguCg2H2bPO4ixehTx+ToJ49eQ4IMQk7B/QCmDLFqKR6mRs3YP58qFULQkNh8mRjIZkXfivibtOmMYgGpoUrP0J4jx3Qu7fNXp+FChkhKlyJiIiIuMZj7dtTK2NGAIKBN4HDwHLgCR4oXAFcvmx8mHCCbNmy0bZtWxYvXsyFCxf45Zdf6NWrF4UKFUrScWrVqsXPP//M1q1badq0aaooXImIiGPoUrGION3y5eYxahmYdjRuDO3amcctXAg//2wj4MUX8cuXj7ftOOfnQNT588bgLS9gtcL27dCtm1EY6NgRNm36b/vVq/DNN+7LT7zQ3r3sXH2F8XbMumpKEfyzZzPuKhARERERj/Ju795MBcKBD4HiZju8/z7Exjo1J39/f5544gmmTZvG33//zd69exk7dizVq1dPtBjVoEED1qxZw/r162nUqJGKViIi8hC1DUwjtFxZ3KlwYaO9VGIqVoQ//nBZOuIBLl0yVhFduGA7rlAh2LfPRpeLadOI7NOHAsBFk3P2Aqblzw/HjoG/2ahj99q3D8qVsx1Trx6sWeOSdCQ16NyZOnMzs4H3TQIz8g8QMqQXjB7tisxEREREJCliY6FkSeNzjb2WLoXnn3deTjacO3eOFStWsH79es6cOUOZMmV48cUXqVGjhlvycRVdhxMRSTkVr9II/dIUdwkPhxCTvm7jxsE777gmH/EcixZBmzbmcf37w6RJiWy8eRMKFeL5CxdYZnKcQOA64Pd//wedOyctWTeoWBH+/NN2zNGjULSoS9IRb3bhAmH5a1Ag+iZwxmboK2TlC7/rxmC6vHldk5+IiIiIJM2MGdCzp/3xNWve38pBnE7X4UREUk5tA0XEqTZuNI+pV8/paYgHat0amjUzj3v/fRsr84KCoF8/ZpNAf/cH3ALKAwsHD4aYmCTl6g721Nc+/dT5eUgqMHs2o6JfwKxwBdCVy9CqlQpXIiIiIp6sQwfImtX++M2bYcsWp6UjIiLiDF5fvLp58yaTJk2iatWqZMuWjeDgYEJDQ+nfvz///PNPio9vsViS/EhIhw4d7N7/hK3+aiJeZsMG29sDA+Gxx1yTi3gWiwVmzYLgYNtxcXHQpYuNelOPHuTMkoVGdpzzADDmwgXivvoqidm63ssvQ0CA7Zh587yiDifuFBXFhemLmMsvpqH+QG2A3r2dnZWIiIiIpESGDNCjR9L2mTLFObmIiIg4iVcXr44dO8Zjjz3GgAED2LFjB5cvX+bGjRscPHiQKVOmUL58eX788UeX5lSiRAmXnk/E05mtvKpWzePHD4kT5c9vtI0088cfMG1aIhszZYJevfg/zFdfgVHAWjFkiFEV82BZs0LLlrZjzpyBlStdk494qXnzGHX+ZeIwHyzYCYyWMlWrOj0tEREREUmhnj2T9mF62bKkzckSERFxM68tXkVERNCsWTMOHToEQJcuXVi9ejWbN29mzJgxBAcHc/XqVV588UX27NmT7PPs3bvX9NG/f//4+Pbt29s8Xt68eU2Ply9fvmTnK+JJrlyBvXttx9Su7ZJUxIN1724UMc0MGwbHjyeysVcvQoKDsfev09iwMKzLzKZkuZ89rQPnzHF+HuKloqKIGP0BM+1YdWUBpgP06ePkpERERETEIXLnhrZt7Y+Pi4MPPnBaOiIiIo7m5+4Ekmvy5MkcPHgQgIkTJ/L222/Hb6tRowb169enTp063Lx5kz59+vDbb78l6zxly5Y1jVm/fj1gtBh85ZVXbMamS5fOrmOKpAabN4PVajumVi3X5CKey9cX/u//jPaRtlrg3bxpFLp++sloOXif7Nmhe3fmTppEcTvOuRXYMGgQdZ5/PoGDeY66daFIEfj778RjfvgBzp41PruK3GfePPxPHQIOmYbWBHxDQqBFC6enJSIikprFxBir48PD738MHAi5crk7O0mJmJgY9u/fz+7du3nllVcSHRvhUv36Gb3E7fXppzByJGTL5rycREREHMQrV17dvn2baXf6R4WGhvLWW289FFOjRg06deoEwJo1a/j999+dksuhQ4fYvn07APXq1aNAgQJOOY+INzKbd+XjAzVquCYX8WzlysGAAeZxP/8MX36ZyMZ+/SgWGIi9Dc/GHzni8T33fHzgzq+yRMXGwmefuSYf8SJRUTBmDAuBWDvCvwaj9Yyf197XJCIi4jbh4UbX3bx5jZmlBQoYnXhbtTJqC++/r25t3iYmJoY9e/bw6aef8sYbb1C9enUyZsxIhQoVePXVVwkPD3d3ioayZaFJE/vjb96E2bOdl4+IiIgDeWXxau3atVy5cgUw2vT5+CT8bXTo0CH++TfffOOUXD7//PP452YtA0XSGrN5VxUqGOOKRACGDoXidiyb6tMHLl1KYEPu3NClC/Z20fsJ2D1okPnyQDdr394oYtny6ace/22Iq336KbHh4Yy3I7QEkDs4GDp35uRJ6NgRvv8eIiOdnaSIiEjqkCkT7NhhrLhKbKzqqVOuzUmS7/Dhw/GFqk6dOjFz5ky2bdvGrVu34mOcdYN0siRwQ/e9rBhzf+N9+KFxo5OIiIiH88ri1YZ7lnPUrVs30bjKlSuTIUMGADaaXUVPBqvVysKFCwHIkCEDLVu2dPg5RLxVXBz8+6/tGM27knsFBtp3E+DFizY+n739NuXSpaO8nedcs3s3rFtnb4pukS8fPPWU7ZjDh82LxZKGREXB2LEsxMJhO8J/BOjVC7JlY9kymD8fnnsOcuSAli1hwQJjhqGIiIgkLFMmyJjRdoynLNQRc4ULF8ZqcmeYRxWvGjaE8g9/AooCPgMqAeWAf+5uOHsWvvrKZemJiIgkl1cWrw4c+O+ekVKlSiUa5+fnR9GiRR/ax1HWrl3LyZMnAXj++ecJDg423efSpUvUrl2bLFmyEBAQQJ48eWjcuDEfffQRN2/edHiOIu7i4wN//QWnT8OSJcZ10YoV719BonlX8qD69eG118zjPvsMVq9OYENICLRvj72NMEIARo+2P0E36dzZPGaOvUvOJPWbO5eo8FN0xbyV8XNA0YwZjZ5GwLff/rft5k345hto1w5y5oRGjYzCloiIiDwsf37b21W88h7p0qWjfALFoHt5VPHKYoH+/eO/PAsMBwoAHYBdGG2kZ9y7z5Qpat0gIiIezyuLV2FhYYCx2ilLliw2Y0NCQgC4cOECUQ5eFn1vy8BXX33Vrn0iIiLYuHEjV69eJTo6mrNnz7Jq1SrefPNNSpQowebNm5OVS3h4uM3HmTNnknVckZTKkwdefBGmTYM//oDLl425Re++C3XquDs78USTJtk3zLpbt0Tamg0cSHUfH0raca5+YFTBtm5NWpIu1rQpPPKI7Zj//Q+uXnVNPuLB7qy66kc1ojhpMzQHsACMuwuyZ+fChcRnFcbEwC+/wPLljk5YREQkdVDxKnWpVKmSze07d+40XZ3lUq1b83uOHLyKUbR6Dzj/QMj/ATfufrFvH6xa5cIERUREks4ri1fXr18HsGul0922gWAUjhzl5s2bLF26FID8+fPToEEDm/EWi4Xq1aszZswYfvrpJ/744w82b97M7NmzqVq1KgCnTp2iUaNG7Nq1K8n5hISE2HzcPYeIu2XKZNy9P2qU+cV4SZuyZTOKnbb4+cFLLxk3GT6kWDFo04aZdpzrH+BngDFjkpynK6VLZ8y+siUyUt0/BJg7l9hTZ/iGpkBWm6FvA8EZM0LfvoBRmEpsTsddLVo4Jk0REZHURsWr1MWseHXhwgXCPel/qr8/o3Pl4gvgdiIhl7lz49JdkyY5PS0REZGU8Mri1d0hmf7+/qaxAQEB8c8jHTh5/Ntvv40vor3yyiv4+Nj+Tzl16lS2bNnC4MGDadKkCRUrVqRGjRp07dqVrVu3MnjwYABu3LhB586dPesOHhERF2vdOvE5T9WqGav4Ro825mQlaNAgGgCF7DhXT4AffoA//0xGpq5jTzvFuXOdn4d4sFu3YOxYltCKs7wLnABGk1ARK4ggekD8qiuAZctsH97Pz1gFKCIiIg9T8Sp1qVy5smmMR7UOBHpPmGAaMw2Iv9q0erXHz/8VEZG0zanFq5iYGCwWS4of8x8YsBB452pldHS0aQ73tgpMnz69w763pLYMtNXe0GKxMGbMGJ544gmA+FVZSREWFmbzsX379iQdT0TEnSwWmDULgoL+ey04GKZPh02boFw5kwOUKQPPP4/JAi4AjgIbAcaOTXa+rlCypPmcuJ07Yfdu1+QjHujOqqv3GHbnhUzAEBIqYtWhmrHq6s6sq4gIoy2gLfXqQVbbi7lERETSrHz5bG8/dcp8hbN4jjJlytx3M/SDsmXLxuXLl12Ykbm6TZtSPkcOmzEHgPve8g0ZotlXIiLisbxy5VXGjBkB+9oA3rgR39HXrjaD9jhz5gy//vorAFWqVCE0NNQhx+3WrVv883VJvPslf/78Nh958uRxSI4iIq5SsKCxugrg2Wdh/37o2RN8fe08wODBPAuYXEcAoDvA11/DgQPJytVVOnc2j9HqqzTq1i0YN44ltOIgD74vuVvEOg6MwodizGM79O5t9OkEVq40xmXZopaBIiIiiTNbeRUTA+cfHEIkHitdunSUL18egOzZs9OoUSMGDRrE119/zfHjx7l48SIdO3Z0c5b3s1gs9O7f3zTuvhv8Nm2Cn35yWk4iIiIp4efUg/v5ccABFwIfLLzkz5+fbdu2cePGDa5cuWJzVVNYWBgAOXPmtHnXTFIsXLiQ2NhYwL5VV/YqXbp0/PNTp0457LgiIt6qVy8IDYXGjROZb2VLpUrw1FNM/Okn2pqE7gN2Wa1UHD8ePvssmdk63wsvwJtvwp2utQlasAAmTrTRUlFSp4dWXSUkM/Au7xFB7kyz4mddgfHPZeRI+PZbSGz05nPPOTJhERGR1MWseAXG6qvcuZ2fizjGJ598QtasWSlQoACWJH8YcY+Xe/dm4PDhXLRxV9KPwGGgxN0X3n0XmjQBk3EYIiIirub030ylSpVK8SNz5sz3HfPeIs/BgwcTPXdMTAzHjh0DcNjqKIAvvvgCMO7EadOmjcOOqzlXIiL38/U1Pkcl+7PikCG8DOS0I7QLwMKF8PffyTyZ82XIAC+/bDvm8mXz2UWSyty6xZ6Ry/iUjgmsurpfdi7Sixn3rboCKFwYhg0z5skdPw5Tp0KdOv9dw6hWzbwdkoiISFpmT/FKc6+8y6OPPkrBggW9pnAFxpiNbm3Nbt2DD+79YtcuWLrUWSmJiIgkm1feVlHrnqEfttrr7dy5M75t4OOPP+6Qc//555/s2bMHgKZNm5L9zpBzR9i/f3/887x58zrsuCIiadbjj0O9eoyyI/R34FBsrLFsyYN16mQeo9aBaUvM7Lm0vDCNrlwBlnPPGO6H9GcyGTP5QJ8+icYUKmRsXrcOzp41/j4NGODYnEVERFKbbNnMV76reCWu0GPUKPxMCm6fAqfvfWHoUKO3pYiIiAfxyuJVvXr14ldjffbZZ4muWJo/f3788xYOGtTw+eefxz9v3769Q4551+zZs+Of161b16HHFhFJs4YMoSuQxY7QTgDz5hk9XTxU5cpQrpztmNWrjdUzkgbcusUXI45ylIXAUuBZoArwAw8WsbJzkTcSWHVlS86c8Npr8PzzDs5bREQklbFYzFdfqXglrpA3b15aPfWUzZgoYNK9Lxw6ZPQfFxER8SBeWbzy9/enV69eABw4cIDJkyc/FLNlyxbm3rn1vG7dulSpUuWhmBMnTmCxWLBYLNSrV8/0vLGxsXz11VeAMbCzadOmduW7detWzpw5k+h2q9XKu+++y+rVqwGoUKGCw1aKiYikeQ0bYqlWjSF2hG4CTkZHQwK/VzyFxQKdO5vHffqp83MR94uaOZehV17n/ssPvwPP8GARK37V1T2zrkRERMRxVLwST9F7+HDTmI+Bc/e+MGIE2JiVJSIi4mpeWbwCePvttylRwhgvOWDAALp168aaNWvYunUr48aNo1GjRsTExJA+fXo++OADh5zz559/5uzZswC0adOGdOnS2bXfypUrKVy4MM2bN2fGjBmsWbOGXbt2sXXrVj755BOqV6/OmDFjAAgKCuL//u//vKqnsoiIR7NYYMgQ3gKC7QjvDDB7Npw/79y8UqBtW/D3tx0zbx7ExromH3GTW7f4ZOQZTjEZSKjNy90iVlUystRYddWnD2TN6tI0RURE0goVr8RTVK1alfrVq9uMuQVMufeFkydhzhxnpiUiIpIkXlu8ypgxIytWrKB48eIAfPLJJzRo0IAaNWowePBgIiIiyJQpE0uWLOHRRx91yDnvbRn46quvJmnfqKgovvvuO3r27EmDBg147LHHqFGjBt26dWP79u0AFChQgFWrViW4SkzEG0REwOHDkEgnTxH3adYMS4UK9LMj9Ffg6chIcNCND86QPbt5G7dTp+Dnn12Tj7jHjY/m8d61zsB8k8id1GaG6awrERERSZl8+WxvV/FKXGno2LGmMTOBi/e+MHo03LzprJRERESSxGuLVwDFihVj165dTJgwgcqVK5MlSxaCgoIoWbIkffv2Zc+ePTRr1swh57p27Rrff/89AKVKlUpSgaljx47MnDmTdu3aUaFCBfLkyYO/vz9BQUEUKFCA5s2bM3fuXA4dOqR2geLVVq+GkiUhd25o2RKmToUdOzT3VVzvwAFj5VE8iwUGD2YYkN6O/X8CNn3wAVy+7JT8HKFTJ/OYO91zJTWKjGT6e5e5yGgSXnV1Lx9ms02rrkRERJzMnpVXutFPXKVevXrUMrl2dQOYeu8LZ8/CRx85My0RERG7WaxWvXVKC8LDwwkJCQEgLCyM/GbvqkWS4e23Ex4VlCEDVK8ODRrA4MGuz0vSjqgoGDcOxo41Lgzs2gVly97ZGBsLZcrQ/9Ch+9tjJKIR8PPIkTBsmBMzTr64OChaFE6cSDzGz8+4SPLIIy5LS1zkyviPCRnUlAgKcnemVWJCKcr+zBeNvyxZsrgiPRERkTTp22+hRQvbMZcuQbZsLklHhFWrVtG4cWObMRmBE0D8X8usWeH4ccic2bnJpXK6DiciknJevfJKRDzLhg0Jv37jhrEq67vvXJuPpC0bNsCjj8LIkXD7trHir1One1b++frCoEGMA0zGRQGwCtg7ZQpcv+60nFPCxwdee812TEwMfPGFa/IRF4qMZPKYW0TQFrPCFVj4kdPGqisVrkRERJzKnmvTah0orvTkk09SrVIlmzHXgQ/vfeHyZZhiz+1+IiIizqXilYg4xM2b8PvvtmNq13ZNLpK2XLkC3bpBnTpw8OD927Zvf+Bz18svk65QITraeezx167Bxx87KFPH69DB6Ihoy9y5ak+T2px/fwGTI14GErlj4B6hFKFQZn/NuhIREXEBFa/E01gsFoaOHGka9wFw9d4Xpk6FCxeclJWIiIh9VLwSEYfYts18tlWtWq7JRdKOX3+F0qXhk08Sjxk2DPbvv/NFunQwcCBTAT87jv8VcHziRIiMTHmyThASAk2a2I45eBA2b3ZNPuICkZGMG2slinfsCteqKxEREdfJlcto22yLilfiak8//TSPVahgM+YqcN+kq4gIGD/emWmJiIiYUvFKRBxi40bzmMcfd34ekrZkzQrnztmOiY6Gjh3vKa526ED6vHlpb8fxrcD4ixeN5UseqlMn8xgPTl+S6J8JXzH95ouAeT/IXOTQqisREREX8vGBfPlsx6h4lTpcuXKF3377jYkTJ9K6dWt+++03d6eUKIvFwtARI0zj3sdoIRhvxgz9hRUREbdS8UpEHCKxeVd3lSoFOXO6JhdJOypVgr59zePuax8YGAhvv81HQA47znEGsI4dawxv80DPPGP+b2vxYrh2zTX5iBNFRjJqYgCxvAWYLHUF1hJh/ANJYNXV8OGwYIHRdlNEREQcx6x1oGoB3mndunXxhapixYqRNWtWGjZsyMCBA1myZAlr1651d4o2Pfvss5QvW9ZmzL/AzHtfiIqC0aOdmZaIiIhNKl6JSIrFxMCWLbZjNO9KnOW996B4cfO4+9oHdulCYI4cdjVeOwzEnDkDkyalIEvn8feHV1+1HXPzplHAEu92ZPRi5kQ+gz2rrvKTh9DMAdC790PbLlwwrkO0a2cUPhs1glmz4PRpJyQtIiKSxmjlVer01ltvxReqjh079tD2380GQLuZj48P7w4bZho3Bbjvlr25cyGB71dERMQVVLwSkRTbvdtoiW2L5l2JswQFwbx5YLHYjruvfWCGDNCvH92AzDb2CQRaAbEAEydCWJiDsnYstQ5MAyIjGf5+JqA35quufNjIFejXL8FVV8uXQ1yc8TwmBn75BXr0MC621ahh/FXXiiwREZHk0cqr1Kly5co2t//+++9YrVYXZZM8LVu2pHRoqM2YC8Dse1+IiQE7Wg6KiIg4g4pXIpJi9sy70sorcabHH7dvrM997QN79CA4c2b6JxL7EnAIeA+jiEVkJAwalPJknSA0FGrWtB2zbRvs3OmafMTxdg9byle3mgALTGNLU4SCWQKgV68Ety9blvi+W7fCkCHg4ddeREREPJaKV6lTpUqVbG4/d+4cpz18GbuPjw9D3n3XNG4SEHnvCwsXwr59zkpLREQkUSpeiUiKmc27ypsXChVySSqSho0encT2gZkzQ69e9AQy3bO9CrAJ+Aoo8ODOCxcaV/c9kD2rrwYOVFHCK928ydAPcwJvYM+qq584leisq+vXjZVWttSvD1mzJjNXERGRNM6seHX9umaReiOz4hV4futAgNatW1OiRAmbMWeBOfe+YLUaH6JERERcTMUrEUkRq9V85VXt2uYt3URSKintAzt0uNM+sHdvsmTOzFAgL/A5sBWwuYipTx+PrAC1agXBwbZjfvsNfv7ZNfmI42wd9B3Lo2tjz6qrMhSlQJaEZ10BrFxpzN62pXnzpOcoIiIiBrPiFcCpU87PQxyrbNmy+Pv724zxhuKVr68vgwcPNo2bANz3lnHZMtixw1lpiYiIJEjFKxFJkaNH4dw52zGadyWuYm/7wB077rQPzJ4dhg2jF3AYaIcdvxi3bYOvvkphpo4XHAxt2pjHDRwIsbHOz0cc4/bVm/SYWQbogT2rrn4k3Jh1lTnhaW62Wgbe9dxzSc1SRERE7rKneKXWgd7H39+fcuXK2YzZ6SU9ul9++WWKFCliM+YUMO/BF4cMcVZKIiIiCVLxSkRSRPOuxNMkuX1gz574Fy9OBjuObcX4IMfAgXDzZorydIYBA8DPz3bMnj1G90PxDpNf/oNdMcUA8/9p8auuEpl1FR0NK1bYPka1apAvXzISFREREQBy5wYfkystKl55p4RaB1osFkqWLEnbtm15/vnn3ZBV0qVLl8509VVGHlh5BUbv6bVrnZSViIjIw1S8EpEUMZt3lSkTlC3rmlxEIBntA3387yzDsm078DhQG4gKD4fJkx2QrWMVKwbdupnHvfsu3Lrl/HwkZQ5uvczIHysDr+OIVVe3b8PIkVCnTuIX1Vq0SEnGIiIiki6dUcCyRcUr71S1alVKlSpF27Ztef/991m3bh1Xr17l4MGDLFiwgE72DKH1EO3ataNAgYcm/JIFGA6cBBJsQj1kiEe2UBcRkdRJxSsRSRGzlVePPw6+vq7JReSuxx+Hvn3N4+LbBzZrBk88kWBMOPAqUA3YAhwHpgFMmOCRVx6GDTOffRUWBtOnuyYfSZ7YWOjU/F+iCMOeWVdlKUqBrIGJrroCyJDBaKu5bh2cPQtz5xp/9QMC/otR8UpERCTlzFYxe+BbSLFDp06dOHDgAAsWLKBv377UqVOHjBkzujutZPH392fQoEHxX2cDRgMngBFA1sR23LwZfvrJydmJiIgYVLwSkWQ7exaOHLEdo3lX4i6jRiWhfeABC7z//n3LUW4CI4GSwBcP7DMaOHfzJtgx7NjVcuUy2geaGTsW/v3X+flI8swY+A+bzxUFamA0rLTFhx8Js7nq6kE5c8Jrr8Hy5XDhAixZYuxeokRKMxcRERGzuVcqXokn6NixI4899hgTixfnJDAEsOud5JAhEBfn3ORERERQ8UpEUmDTJvMYzbsSd0ly+8DQctC1KwDfYBStRmAUsR50HRgK8MUXsH2745J2kH79zNvVXLliFLDE8xw/FsegqTmBCcAl0/iyFCUka3qbq65syZgRXnzRru6ZIiIiYgcVr8QbBAQEsHPnTt5euBCTxg33+/NP+PprJ2UlIiLyHxWvRCTZzOZd+ftDlSquyUUkIUlpHzh5MvDee5ApE6cx2gXaMgfoDNzu1cvj+r5nyGDMNjIzfTqcOOH0dCQJrFbo8swZbsb5Ytz/apsP8Asn4K23jCGDIiIi4nZmxatTp1yTh4gZi8VifGhPau/oYcMgxmwmq4iISMqoeCUiyWY276pKFQgMdE0uIokZPdq+VmjDh8P+Czlh2DC6AaEm8VZgLjB72zZYvDjliTrYa69BqVK2Y6KjYehQ1+Qj9pn74Q1WH8gHPAnEmsb3AHLnygpvvuns1ERERMROZsWrS5cgMtI1uYjYZdQo85YV9zp0yOhCISIi4kQqXolIsly/Drt22Y7RvCvxBOnTw6efJqF9YPc3SVesGO/befwBwNX+/T3uCoSfH4wfbx63cKH5v2VxjVOn4K0BPsAeYL1pvB8wDWDSJK26EhER8SBmxSvQ6ivxMGXKQNu2Sdtn5EiIinJOPiIiIqh4JSLJtHWr+YxWzbsST5Gk9oEf+sPkyTQBnrLj2JHA8FOnPHJg0LPPGt+7LVYrDBzomnwkcVYrdG9zhWvR6YEGdu3zPuDz+OPQrp1TcxMREZGksad4pblX4nFGjDDugLPXyZMwc6bT0hEREVHxSkSSxWzelcUCNWu6JhcReySpfWCxZ6FBA6Zg3y/KD4HjY8bA6dMpzNKxLBZjUY6Zv/6Cs2edn48kbtGXcSzfkAWYCFwyjc8FvOnjAzNmJK3Fi4iIiDhd3rzmMSpeiccpWhQ6dUraPsOGQViYc/IREZE0T8UrEUkWs3lXZctC1qyuyUXEHklqH9jRQsykqYT6+GBP8wwr0OPWLRg82BGpOlSNGvD88wlvy5gRxoyBI0cgd27X5iX/uXABer0eBcQBo+zaZx3AG29AhQpOzExERESSIzAQcua0HaPilXikoUMhIMD++IgI6NnTaCMgIiLiYCpeiUiSRUcbbQNt0bwr8URJah+4qjx07oy95aiVwNbPPjN29jBjx4Kv739f+/nBm2/CsWNGvS0oyH25iVG4uhiRHngdiDCNfxIolSsXvPees1MTERGRZMqXz/Z2Fa/EI+XLZ9wglRTffw/LljknHxERSdNUvBKRJNu1CyIjbcdo3pV4qqS0Dzz46lhKZczIs3YeewJAnz4ed+dhyZLQtavxvFUrOHAAPvzQ/I5gcb7vvoNF3wQAJ4E5pvG+wE8AEydClixOzU1ERESSz2zulYpX4rHeeQeCgxPcFIbR5PqhTzs9e8LVq05OTERE0hoVr0QkyczmXYFWXonnSp8e5s2z3T7Q1xcGDoQiVbLD0KEsBOwZXbwBsG7eDEuWOChbxxk+HLZtg8WLoVgxd2cjAFeuQPfO0Xe+eo4ELgM8ZDLgW7MmtGvnxMxEREQkpcyKV6dOuSYPcT2r1cq1a9fcnUby5cz5ULuKE0A3oCgwEPjlwX3OnIFBg1yRnYiIpCEqXolIkpnNuypYEEJCXJOLSHLUrJl4+8By5WD7dqMjm78/0KsXwUWK8I4dx70EfA8wYID58kQXe+QRqFrV3VnIvd7qZ+XMRX/gf8Bu0/hyQB8fH5gxA3zM38KtWgWzZsHp0ylOVURERJJIK6/SBqvVytGjR1m8eDEDBgygYcOGZMuWjbZt7Zmc68EGDICQEI4CrwHFgU+A23c2jyKB265mzYJNm1yXo4iIpHoqXolIklit5sUrrboSb/Bg+0BfX2M+8c6d8Nhj9wQGBMDkybwHZLHjuG8BUf/8A++/79B8JXX55Rf4dJ4F42O/+d8VH+BHgB494NFH7TrHRx8Z4fnyQY0aMGECHD6c/JxFRETEfmbFq3PnjFnC4p2WLl0aX6gqXrw4L730EpMmTeK3337jypUr/P777+5OMUUOnTrFq8WKURKYB8Q8sH0j8FtCO3btqr/YIiLiMCpeiUiSnDsHGTLYjlHxSrzBve0DH1pt9aDmzbHUq8endhz3GPARwLhxWvIiCYqIgC6dYu98tQDYarpPVyB/zpwwapTd51i16r+vt241xheULAllysC77xqzz0RERMQ5zIpXVqvRaU2808WLF+MLVQk5c+YMp734s8CcOXP4Ys0a4mzE9AdiH3xx/36YNMl5iYmISJqi4pWIJEnu3HDypPFYuBC6d4eyZe+PqV3bPbmJJFXNmvDjjwmstnqQxQJTp9LCYqGsjbC73gMu3LgBQ4Y4KFNJTQYPhpNhvsBV4G3TeB+C+RBg4kTIksWuc6xcCVFRCW/bvx/GjIE1a+xMWERERJLMrHgFah3ozSpVqmQa482rr/r3709gYKDNmD+BzxLaMGqUlvuLiIhDqHglIslSoAC8/DLMnAl798KlS7B8uXGtPjTU3dmJ2K9Jk0RWWz3o0UehUyfWYN4+8BowDGD+fPDiD63ieJs2wUcf3Z0QMBw4Z7rPGPKQrmZNePVVu8+zbJl5zHPP2X04ERERSaJ8+cxjVLzyXuXKlSNdunQ2Y7y5ePXII4/w+uuvm8YNBq4/+GJUFHTrZiwvFBERSQEVr0TEIbJlg2bNjDlCPvrJIqnV6NHkyJiREXaEfgLsAejTRx/cBIBbt6BTJytWqwXjb8d0031KUpd3fI7BjBl2/3CNjoYVK2zHVKtm30U1ERERSZ7gYMic2XaMilfeKyAggLIPtiB5gDcXrwDefvttgoKCbMacA8YltGHtWuNGPhERkRTQJWYRERF7PfIIDBlCD6CkSWgc0A+wbtwIX3/t/NzE440cCYcOWQAr8AbYnCIAFh7hR/ZCjx7Gyj87rVkDV6/ajmnRwu7DiYiISDKZtQ5U8cq7Va5c2eZ2by9e5c2blwEDBpjGvQ+cSGhD//5w/ryDsxIRkbRExSsREZGk6N2bdIULM8WO0NXAcoC33zaW3XiZv/6Cvn0hznaNRezw++8wadLdFXhzgI2m+7xKOYrk9DXmBiSBPS0DVbwSERFxPrPi1alTrslDnMNs7tWZM2c4c+aMi7Jxjrfffpv8Jn+Ro4CBCW3491/o188ZaYmISBqh4pWIiEhSBAbC5Mk8DTSyI/wtIPrkSRg71smJOc6pU9C5M5QvDx98AIsWuTsj7xYdDa+9BrGxFuAfwHx+QAYeYw6rYcIEyJIlSedr2NBo4xoQkPD20qWhRIkkHVJERESSQSuvUrcHi1cZMmSgVq1a9O7dm88//5y//vqLXLlyuSk7xwgKCmLcuAQbA95nCbApoQ0LF8LPPzs6LRERSSP83J2AiIiI12nRglPVX6Dr1r38yiGbzd+OAqOAUWPGQJMmULOmi5JMuqtXYeJEmDoVIiP/e33wYGjZMvFiiNg2YQLs2XP3q+cwaxcIvswiBr8a1aF9+ySf78UXjcf167BypbESa8UKuHbN2K5VVyIiIq5xb/HK1xfy5jVeu/soXdp9uUnKlStXjt69e1OpUiUqVapEyZIl8fX1dXdaDvfyyy8zffp0tm/fbjOuD7CNBO6Sf/112LcPMmRwToIiIpJqWaxWTZFPC8LDwwkJCQEgLCzMdNm3iIgkbsUKaP9KDBmunOIJSvIpUTbjfYBawK8FC5Ju927z6d0uFh0NH38M770Hly4lHDNlirp+JMe6dfDkk1Zu37YAS4EXTPcJpRH7fX6FnTuhYkWH5BEdDb/9ZhSyevSAChUcclgRERGx4cQJuHDBKFTlymUUsES80ebNm3n88cdN4z4DXk1ow9tvG3fJpSG6DiciknJqGygiImKn27eNz13NmsGlK378Q0FO8wlmpag4YD3Q/+RJ6NnTBZkmzYcfQu/eiReuAEaPhsuXXZdTarB7Nzz7LHcKV3HAa6b7WMjBd/wB3bs7rHAF4O9vLPybPVuFKxEREVcpVAiqVIE8eVS4Eu9Ws2ZNXnrpJdO4QcCNhDa8/z78+aeDsxIRkdROxSsRERE7nDgBtWvD5Mn3v76SV6lPbbuO8SGwecEC+PJLh+eXEt26GXcD23L5srEyS+wXFweBAXdbBDYHrpnuU5PcFM9pgVGjnJmaiIiIiEiSjB8/nsDAQJsxp4EE11fFxkKXLsafIiIidlLxSkRExMS33xqLYLZtS3j7D/xIYWx/kLurBXD99deNapiHyJgRhg83j/vgA90wmRQVK8KmRu+Rj5XActN4H4L5jb+MIVlZszo/QREREREROxUsWJC33nrLNG4SEJbQhp074aOPHJ2WiIikYipeiYiI2PDrr9CiBVy5knhMDMFE8T/S2XG880CX69ehXTuPuvOwSxcoXjzx7b6+8Mkn8OijLkvJ+/3+O8W+GkUk7ewKH0F+/KtXg/btnZyYiIiIiEjSvfPOO+TOndtmTCRG+8AEDRkC//zj6LRERCSVUvFKREydOwd//w1Wq7szEXG9Bg2gcWPzuNM0oxgv2nXMxcDSjRth/PiUJedA6dLBuHEJbwsOhh9+MApcYqerV6F1a76Pe4R/MR8WlpUCDLUcghkzwEdvz0RERETE8wQHBzN27FjTuIVAgk0rbtyAN97QxQUREbGLro6IiKl586BoUcifH1q3Nlb6//mnRy0aEXEaHx/4/HNj0LaZAywkwK71V/AqcGHYsMR7EbrB889D9er3v5Y3L2zYAE2auCcnr2S1QqdOnD32Dy9iAcx+WFpYxU3o3h0ee8wVGYqIiIiIJEv79u2pWLGiaVwfIMES1Q8/wNKlDs5KRERSIxWvRMTUhg3Gn6dPw5Il8OabxiyXbNngqaeMVmIiqVmuXPDVV/YsiElHLL/ha8cxbwHH4+KgbVu4fj3lSTqAxQKzZoG/v/F12bKwdataBSbZhx9iXbqUmpQimtOm4cXIR+UcwOjRzs9NRERERCQFfHx8+OCDD0zjtgKLEtv45pu2+7KLiIig4pWImIiLg02bEt527RqsXAmbN7s2JxF3qFsXhg83j4uhFjmYYhoXB7wCRBw7Br17pzg/R3n0UZg/H558EjZuhJAQd2fkZbZuhf796UA5jrPXNNyCP3s5BRMmQNasLkhQRERERCRl6tSpQ8uWLU3jBgI3E9pw9iy8846j0xIRkVRGxSsRsWnfPmN0iy21a7smFxF3GzLEmIFl5hz9yE8V07gjQF8wenP+738pTc9h2rSBn3+GzJndnYmXuXQJWrVicUwuPme/HTv4Mo1QAqtVhQ4dnJ2diIiIiIjDTJw4Ef+7LRsSEQa8n9jG2bONu+VEREQSoeKViNiU2Kqre9Wq5fw8RDyBry8sXGi0ETQTzq9kJNA0bg7wDUDXrhAWltIUHcZicXcGXiYuDtq1IyzsHO2IwXzOFTzGU7zpsxdmzrSnJ6WIiIiIiMcoUqQIffr0MY0bB4k30u7aFW4muDZLRERExSsRsW33btvbc+aEEiVck4uIJ8id2yhgmRd3MnGLn7CnBtQFOHXlCrz6KsSaFz3E/R763zR+PLE//URNinKb86b7B1OddfwCI0bAY48lO4+ICJg4EQ4fTvYhRERERMRJIiMj2bp1K3PnznV3Kk4xZMgQcubMaTPmJjAksY0HDsBrr4HV6ujUREQkFVDxSkRs+usv29urVdMKDUl7nnjCaCFo5jb1yM6bpnH/Aq8CcWvXwuTJKU1PnGzXLihTBvbsufPCmjUwdCgvUZZwDpjubyEPP3Oe4Mb17PuLZMNPP8HAgVCypJHTu+/C77/r87+IiIini4yEo0dh7VoID3d3NuIIdwtVM2bM4LXXXqNChQpkzJiRGjVq0LlzZ86ePevuFB0uU6ZMjB492jRuPvB7YhsXL4bx4x2YlYiIpBYWq1WXN9KC8PBwQkJCAAgLCyN//vxuzki8gdUK2bPD5cuJx7zzDowb57qcRDxFTAw0bAjr15tGkomKXGOf6TGHAyP8/GDrVqhUyRFpulxUFJw7BwUKuDsT5zh2DB5/3PgeM2eG7+ddok73Msw758drnAbM3lb5Mpy6jMh/2KiC5ciRonzatoUvv3z49ZAQaN4cWraEunVTdAoRERFJoQkT4O+/jSLV3ce///63feZM6N7dfflJyu3du5eKFSsSa6OLwg8//EDTpk1dmJVrxMbGUrFiRfbu3WszrhawHhLuTGGxwHffwTPPOCFD99B1OBGRlNPKKxFJ1NmztgtXYNzpL5IW+fkZRQPz2oMf11iOH+lNjzkSWBATAy+/DDduOCJNl7p8GZo0gXr1jOJOanP2LDRq9N/3dvUqNGqZkQ/PhfIWZzEvXEE1nmGE33rjDtMUFq6io2HFioS3hYXB9OnGDQYiIiLiXp98Yjx+/NFYuX1v4Qq08io1KF68OBaTliS//57o2iOv5uvry9SpU03jNgJLE9totRp3Ze3f78jURETEy6l4JSKJMmsZCCpeSdqWLx988YU9kYWIYY5dx3wNOH/4MPTrl5LUXO7ECWNF0tq1cPw4PPts6pq9fPWqUZj7++/7X4+y3qI3O7iM+ayyTNThN340br+uWTPFOa1ZY+RlS/PmKT6NiIiIpFC+fLa3q3jl/QIDAylbtqzNmNRavAJo2LAhzz77rM2YNkBVWwHXrxsfIh6s7oqISJql4pWIJMqseOXjA6VKuSYXEU/VpIkxc8jcy0Bb06jbQF0wbs/99tuUpOYyO3dC9erGvOW7tm83FpDZ6JziNW7dgueeg927E9paEjBfJWehAGs4SVCLptC3r0PyWrbMPKZFC4ecSkRERFLArFuYilepQyWTtt+puXgFMGnSJPz8/B56vRqwGfgSMO0sfuwYtG5t9GgXEZE0T8UrEUmUWfGqSBFIb94JTSTVGzUKatWyJ3IGUMg06iDwDkDnznD6dEpSc7offjBmKiXUJvC774w6jTdP14yNNTqYrFuX0NYXAXsGb/szjqI8VsQXPv3U6OmfQnFxxn9fW0qXhhIlUnwqERERSSGz4tWpU67JQ5zLrHh16tQpzp61572jdypRogRvvvlm/Nf58+dnQfHibAZqJOVAv/4K/fs7Oj0REfFCKl6JSKLMildqGShiSJcOvvkGihc3i8wMfGrXMScA7166BB06GJUKDzRrlrEiyVZ7wOnT4YMPXJaSw8XEJFZ8Wwx8bdcx6vIMAwM2w//+B1myOCSvbduMGVy2aNWViIiIZ7Bn5ZU33+wjBrPiFaT+1VdDhw6lQIECvPfeexw6dIi269fjY/YPICHTphk3fYmISJqm4pWIJMhqVfFKJCly5oSVK+GRR8wi6wP17DrmGGDvL794ZPUnNtYo2NlTV3vrLVia6HRmzxYQYNScunS599ULGG0gzTUBfmGZ8QH8sccclldQELRpA5kyJR6j4pWIiIhnMLt2f+OG+RxL8Xzly5dPsG3eXSEhIURERLgwI9fLmjUrR44cYejQoQQFBUHu3EYr9MDApB/s9ddh82aH5ygiIt5DxSsRSdDp0+YfoFS8ErlfkSLw448QHGwWuRLIaNcxawPR77wDf/6ZsuQczNcXvv4aTOZSA0Yx/JVXYMsW5+flDL6+MHs2vNvy7lCvUoB51c4HmAuka9sGunZ1aE4VKsCXX8KFC/DTT8bh7y2choQ4tFYmIiIiKWDPwhMP7xQtdggMDKTsnTfHISEhNG/enFGjRvHjjz9y7tw5/vnnH1q3bu3mLJ3P39///hcqVUreKqrbt+H55yEszDGJiYiI17FYrVqcnhaEh4cTEhICQFhYGPmTs2xb0pRVq6BxY9sxf/5pXEAVkfv98gs8/bTZnOF12LsC61ngu5IlYeNGyJEj5Qk6UFgYVK9u3wWXwEDo3h0GDrRnhZqHOXIEKlWi1vUCbMJkWeodU4E+oaGwfbs9Fc0Ui4012gkuWwbZssGgQU4/pYiIiNjh7Fmj1XL+/A8/8uWDvHmTtzBFPM++ffvIlSsXuXLlcncqnmfwYBg3Lun7VaoE69cbrQe8iK7DiYiknIpXaYR+aUpSTZ0K/folvt3Hx2hvoQ9ZIglbuNBYbWRbd+Bju473LjCqYkX47TeHzU1ylD//hNq1wd4uKOnTQ8+eMGCAx9XiEhYZCTVqcGj3bioAUXbsUgdYFxQEO3ZA6dJOTlBERERExMPFxRlV3B9+SPq+L71ktB2wWByfl5PoOpyISMqpbaCIJMhs3lXx4ipcidjSti1MnGgWNROw767M0cCkXbugSRO4fj2F2TnWo48aLQR9fe2Lj4yESZOgcGEYMgT+/dep6aVcr17c3L2bF7CvcJUJY10ds2ercCUiIiIiAsYdsAsXQmho0vddtAgmTHB8TiIi4tFUvBKRBJkVrzTvSsRc//7Qu7etCAu1mIS99w8OBk5u2wZNmxpLHz1I48bwsX2LyOJFRMDYsUYRa8QIuHLFGZk97Px5Y260XT7/HObMoQv+7LMj3ALsB2MIlfnSOxERERGRtCNTJvj+e8iaNen7Dh6cvFVbIiLitVS8EpGHWK2wf7/tGBWvRMxZLPD++9CqVcLb27aKZnWhMbxv5/FigLLA6Q0bjJYbkZEOytQxOnc2VlIl1bVrMHKkUcQaPdr42hni4owCW8mS0Lo1HD5sssO+ffD664ygAF8Sbdc55gL5Hn0Upk1LaboiIiIiIqlPsWKweLGxEisprFZ4+WXzixUiIpJqqHglIg8JDze/eKzilYh9fHyMxTv16t3/+ttvw+df+eO/cB59fHyoaOfxIoDSwIXVq+GFFyDavqKKq4waZbRMTI4rV2DoUKOINWGC/TO07LFrF9SoAd27G+eJjoY33jA+Ayfo+HF49ll2RfryHufsOkcHoGOmTEYPRfVVFRERERFJ2JNPGnf53fED0AqINdvv+nXjJj6P7zsuIiKOoOKViDzErGUgqHglkhQBAUabuvLlja+nTjXmYfn4ADVrwtChbATS23m8q0Ap4PKPPxrDi2/fdkbayWKxwKefGoWh5Pr3X3jnHShSBKZMgZs37dsvOhrOnIG9e2HNGvjf/2DWLKODX+XKsH37/fG//mrc9PmQ/fuhVi2ij4czlAVYGY7ZW6auwDyAefOgaFH7EhYRERERSat69eJq27Z0Ap4B/gfY1bvg6FGjjUJMjFPTExER97NYrYnecyypSHh4OCEhIQCEhYWRP39+N2cknmzKFGNWT2L8/IxxO/7+rstJJDU4fRq2boXnn39gQ0wMPPUUJ379lRKAvaWoXMAxIPill2DBAvD1dWi+KbVmjbGSatOmlB0nd27o2xeyZIGLF43HpUv/Pb/7SE67wdy54eBByJz5zgu//w6NGxN56QYtWcpPPH1nw1qgDXD2oWNUBTYA/n373ncHqYiIiIiIJGz16tV07NCBsPDw+NcCgF1AqD0H6NPHuCvQQ+k6nIhIyql4lUbol6YkxWuvGYsHEhMaqjbTIg53/To0bsyhLVsoizHfyh55gaNA+vbtjSVPSe0d72RWq7HCaehQ2LbN3dkk7M034cMPgfXroVkzIq7H8Szfs4YGD0SexShgrY1/xZ8MHOQGhWvUgHXrIF061yUuIiIiIuJlbty4wcCBA5kxY0aC26sAmwE/ew726afQsaMDs3McXYcTEUk5z7rCJSIewaxtoFoGijhBxozw44+UfOwx/gDsXdh4GuPOxOjPPjMZ4uQeFovR0n7LFlixAipVcndGD5sxA/6YvgkaN+bUdQuNWJVA4QogN/ALMCT+led5jsLZsxv9B1W4EhERERFJ1MGDB6lQoUKihSuAHcAEew/4+uuwerUjUhMREQ+k4pWI3MdqNV9VpeKViJNkyQKrVlGuXDk2YufdhsBJoAwQ8/HHRn89DytggVHEevpp2LEDvvsOKlRwd0b/iYuDr3tv4P9u+VEIP7bYnD7mB4wGfqQInVjAYqNl4527KkVEREREJGH58+cnLi7ONG4ksNueA0ZHQ5MmMGdOSlMTEREPpOKViNznn38gIsJ2jIpXIk6UPTv8+itVSpViDWDvFKujwKNA3LRpMHiwRxawwChiPfss/PEHfP21+3+eFMgWwXeW5oRZR9KVCGL4F2gEHLS5Xx4qsIkf8H13kPGB2cn+9z9jHJeH/m8VERERETEVHBzMvHnzsFgsNuNuA68C0fYcNCYGunSBt9+G2FgHZCkiIp5CxSsRuY9Zy0Bw/8VmkVQvVy5YvZpaRYvyM/b/sv4LqAzEjR8Po0Y5Lz8H8PGBli1hzx5YtAhKlXLt+f38YGCDHez/9xFmW1exgFv3bL0IPImxpu1hOTnPSpqQu2llGDHC6blGRxufxytXhkKFoHdvWLvW+JwuIiIiIt7h3LlzrFq1ikmTJtGuXTtOnz7t7pTcom7duvTp08c0bg/wXlIOPHkyPP+8+d24IiLiNSxWq+7hTQs0KFLsNWkSDBiQ+PZ06eDGDY12EXGJkyeJqV2fKmEd+JMRgH2/srNjrMTKMmGC7X/QHiQ2Fr76CkaOhKNHnXuu2rWtzCozg9CP36QOgWy6r3B1r2LABoxZV4a8nGI1DSn1TAlYsgQCA52bLPDzzwkv7sqeHZ55Blq0gEaNXJKKiIiIpFBUFJw+DeHhxuPUqf+eFy5sfB4T73fr1i2WLl3K7t274x/nzp27L+aHH36gadOmbsrQvSIjI6lYsSKHDh2yGecDbAaqJeXgFSrA8uVub+ut63AiIiln7zgNEUkjzFZelSihwpWIyxQsSL/6f/Dn51mA0kAr7ClgXQIKAacGDiRDYCD06uXMLB3C1xdeeQVeeskYIfXee3D8eMqPGxwMOXIYhZ5KleCF5+N44sd+xH04jWKk43iihSswSoCNgLVANgpxnNU0pMjLNWD+fJf9MFy2LOHXL10y0pg/Hw4dMn4+i4iIiOcaMMB2capiRdflIs7l4+NDx44duX37dqIxu3fvTrPFq/Tp0/PZZ59Rs2ZNmzOw4oD2wC6wOZX2Prt3Q9Wq8P33UKVKypMVERG3UfFKRO7zyitQoIBRxPrrL2MFxL1to9UyUMR1Zs2C6Z9nufPVC8DnQDu79r2KUe461Ls3gYGB0LWrU3J0ND8/6NAB2rY1ijIffWS0FgRjZVHOnEYx6t5H9uwPv3b39ftWI93phx85fz658CGCxC8m/Gcv8DTF+ITfaErI681gxgyj76ELxMXBd9/ZjildWoUrERERb5A1q+3t4eGuyUOcz9/fn9DQUPbcfSObgN27d7swI89TrVo13nnnHcaOHWsz7hDwLjAlKQc/exbq1IHPP4cXX0xBliIi4k4qXonIfZ54wnjcFRVl3NH/11+wb5+xAl9EnO/XX+HNNx989RXgJtDNrmP8A1QFfu/WjXSBgfDqqw7N0ZnSpTPmPHXpYvwcio2FoKAUHDAqCtq25ebSpeTGlwjsH+ackwps4AlyD3wNxo0DkwHTjrR1q/HZ25bmzV2SioiIiKSQWdewCxeMtywBAa7JR5yrQoUKNotXtralFcOGDeOHH34w/W8xFXgOqJOUg9+6Ba1aGbOAhwxx6Xt4ERFxDNfcNiwiXisgAMqXhzZtYMwY472fiDjXhQvGDYKxCdZXugIf2H2svcDjQEz79tCvnzG0zssEBKSwcHXjBjz3HP8uXUo+0nE9CYWrzNThAF+Te1w/GD/e5R96E2sZeK8WLZyfh4iIiKScPSNvTp92fh7iGhVM7vw8fPgwkZGRLsrGMwUEBPD555+TzqQdtxXoAEQk5yRDhxo38UVFJWdvERFxIxWvREREPEzOnDBhgtFCL2G9gXF2H28H0Bi4OXUqlCsHq1enPElvcfUqNG7M6Z9/pgB+XLGrVaAhJ09xkt1knzka3nnHiUkmzGo1L16FhBizvERERMTz2VO8UuvA1MOseBUXF8e+fftclI3nqlChAsOGDTONOw68ndyTLFgADRrA+fPJPYKIiLiBilciIiIeqGtXWLXK1myEd4B+dh/vN6AnwPHjRm/Qzp3hypWUpunZLlyA+vU5smkTRfDlBjF27xpCS477bCTzFx9B9+5OTDJxt25Bw4bwyCOJxzRvrg4oIiIi3iJfPvMYFa9SD7PiFWju1V3vvPMOVapUMY37GFiV3JNs3gzVqhkzEURExCuoeCUiIuKh6teHbdugRInEIqZg7/yrIIxBx/HmzoXSpeHbb1OSomeyWuHrr6FqVf7ctYvS+BCVhFaBRXmJQ+l+IcM3X8ArrzgxUdvSp4fZs+HUKdi0Cfr3h6JF74/RvCsRERHvERQE2bLZjlHxKvXImTMnefLkeeh1Hx8fSpUqRevWrSlQoIAbMvM8fn5+fPbZZwTYMfCtk68vV5J7ohMnoGZNWLkyuUcQEREXUvFKRETEgxUvDlu3GoulEvYxMNr0OGOAIg++eOaMMTCpVSs4dy5FeXqMTZugZk3iXnyRESdOUAkLMcTZvXtRnmZ/0ErS//QNPPecExO1n6+v8Rl70iQ4cgT27IGRI6FePaiTpKnVIiIi4m5mrQNVvEpd6tSpQ506dXjzzTeZM2cOO3bs4Pr16xw4cIBFixbRqFEjd6foMUJDQxk7dqxpXHhsLH1stSYwc+0aNG0KH32U/GOIiIhLWKxWq9XdSYjzhYeHExISAkBYWBj57Wm2LSIiHuP2bejTB2bOTCxiFJBwr/hqwCbAN5E9bwGBWbPC1KnGMGNv7EN36BAMGgTLlvE58CYWrpGUtzgWytOC3zOvw2/lD1C9urMyFRERkTTs6afhp58S3/7887B0qevyEfEksbGx1KtXj40bN5rGftewIc+mdJbvG28Yn4HSpUvZcRKg63AiIimnlVciIiJeIF06mDHDuEHQN8Eq1FBgYEJ7UoghXCNLgsf9EygEfHH5MtYOHaBJE6Odhrc4f9740FmmDBuXLaMQ0B6SWLjyoTGvsyvXZvzW/6bClYiIiDiNVl6JJM7X15f58+cTFBRkGtt13z4uDhuWshvvZsyAIkVg8mS4ejX5xxEREadQ8UpERMSLvPEG/PgjZM6c0NbxPLz6agiLGU0R/mYMg7lOcPyWGKATcA54FXga+GfVKihbFqZPhzj72+253M2bMHo0FC3K9pkzeSQ2ltrAySQfyI8X6M5PISvw2bgeypd3fK4iIiIid6h4JWJb0aJFmTx5smncuXPn6Lx7N3H/+58xUC65wsPh7bchJAT69YOTSf9EISIizqHilYiIiJdp1Ai2bIGiRRPaOhLYBjwGlAUGAXCFrLzLGIrwN1PoRySBvA/8cc+eK4EywIwbN7jZq5cxUOngQad+L0kWGwtz50Lx4pwdOpTQiAiqAeeTdbAAOtGZJSV+xbJpozFgTERERMSJzIpXZ89CTIxrchHxVK+//jpPPvmkadx3333HsF27YONGyJcvZSe9ft1oIVi0KLRpAzt3pux4IiKSYipeiYiIeKHQUNi2DerWTWhrVYwC1krA/74tF8lJf6ZQkFW8m8AUrAigJ5AVGLVpE1SoAGPHGkO33MlqNQZEPPooUZ070/D0afIAyS+tBdGP9sx5dCuWDeuNOy1FREREnMyseBUXZxSwRNIyi8XC3LlzyZQpk2nsmDFj+PLAAdi+HSpVSvnJY2Nh0SKoUsX4sLV8uWd3pBARScW8tngVERHB+vXrmTx5Mq1ataJw4cJYLBYsFguFChVyyjm3bNlCu3btKFSoEIGBgeTJk4cmTZqwaNEiu48RExPD7NmzqVOnDjlz5iR9+vQUK1aM119/nf379zslbxERSZ2yZ4dVq6BTp4S2+gGJ3X0YxwXe5TaxiR47GqMBYd7oaMKHDDHuQOzUCb74AsLCUpx7kvzxBzzxBNann6bbvn2kB35L0QGzMILWTHn8L1izBnLlckyeIiIiIibMileg1oEiACEhIUybNs2u2Ndee42t//wD69dDy5aOS2L9enj2WShdGmbPhshIxx1bRERMWaxWa1ImmnuM+vXrs3bt2gS3FSxYkBMOHjb/3nvvMXLkSOISudvimWeeYcmSJQQGBiZ6jEuXLtG0aVO2bduW4PaAgABmzpzJa6+95pCc7xUeHk7InbvKw8LCyG/PO2ZJM2JjYeJE4/1YmTJQuDD4PrwgQ0Q8lNVqdLjo3994bu5joHuSzlEQeAEYCmQGo5hVr95/D0f+Xrl9G/7+Gw4fhiVLYMECvge6kNz2gP/xoRH/R1Zea3IVvv4aMmRwQMIiIiIi9rl2LbHZpf/53//ghRdck4+IJ7NarTz33HMsX77cNPaRRx5h+/btFMifH4YONbpHOFqOHNCjhzGI2OQGOF2HExFJOa8tXtWrV49169YBkDVrVipXrsyWLVuIiIhwePFqzpw5dOnSBTAGRw4ePJhy5cpx+vRppk2bxpo1awBo27YtCxYsSPAYsbGxNGjQgPXr1wPw/PPP06VLF7Jly8a2bdsYPXo058+fx9fXlxUrVtC4cWOH5Q/6pSm2HTkCJUr893VgoNGSrEyZ/x7160NwsPtyFBFzP/xgtGePiLAVdREoAlxP1jksQD2g+Z0/y3JnGffdYlb9+safZj3nrVajJ87hw3Do0P1//v13/LCHTUAn4FCysr1XBRrTntmBsyk4vIMxlFlVehEREXGDTJmM8TqJmToV+vRxWToiHu3cuXNUrFiRM2fOmMY++uij7NixAz8/P/j8c+jc2TntzwMC4NVXoVUryJIFMmb875EhA/j46DqciIgDeG3x6pNPPiE4OJiqVatSrFgxAAoVKsTJkycdWry6cuUKhQsX5sqVKxQoUIDff/+dHDlyxG+PjY2lRYsW8XeBrFu3jjp16jx0nPnz59OxY0cAevTowYwZM+7bfvToUSpVqsS1a9coXrw4+/fvN37ZOoh+aYot334LLVrYjjlyBO78UxMRD7Z/P3TsaLR8T5gVWAq8QcrXMUE2oC5QH6OYVYY7xaxixf5blVWiBBw79l+B6m6R6s5VmxjgOHAYo0h16M7zg0BKRz7kBx6jJ30tf1GvczEYMQLy5k3hUUVERESSLzQUDtoY3PnWWzB5suvyEfF0O3bsoE6dOty6dSvRmKCgIBYsWECLey9ubNxoXOy4eNEFWd4jOJjwoCBCzhuft3QdTkQkeby2eJUQZxSvJk2axIABAwD46quveOmllx6KCQ8Pp1ChQsTGxtKsWbMElzOXKVOG/fv3kzVrVsLDwwkKCnooZvz48QwaNAiAr7/+mpYO7NOr4pXYMmYMvPtu4tsDA42VHFqkIOIdrFajKD10KPz1V2JR/wL9gM8ceu7sGMWsehgFrdIYxawoYAewEfgDo0B1CggGTgOOvh/SF3gf6AXQrBmMH28sIxURERFxsyefhF9/TXx769aQhNHaImnCkiVLaN26dYLb8ufPz/fff0/FihUf3vj33/DMM8Zdfi4UDoTcea7rcCIiyePj7gQ83bfffgtApkyZeP755xOMyZ8/P0888QQAv/zyCxEP9Gs6cuQI++/8kmzdunWChSuADh06xD//5ptvUpi5iP0Sv7htCA1V4UrEm1gsxg2Gu3fDl19C8eIJRWUD5gMryUaAw859CfgGo2hUDsiAUUgKBGoDg4D/AXvuxJ7E8YWrlhjFsl6VKsFvv8Hy5V5RuNq/H9auje+YKCIiIqmU2TXs8HDX5CHiTVq1asWIESMeer1atWps37494cIVQJEisHMnDBoE6dM7N0kREXEoFa9siI6OZvudvks1atTA398/0di6desCEBUVxY4dO+7btmHDhofiEpI7d25K3Bk8tHHjxmTnLZJUZsUrL7jmKyIJ8PU1ZmDt3w9z50KBAg/HVPfPyXGieNRJOdwC4px07AdVAa4CXxcqhO+XXxq9E+vXd9HZU+7DD410c+eG116D77+HyEh3ZyUiIiKOpuKVPMhqtZKKGiM5zbBhw+5bfdWmTRvWrFlDnjx5bO+YPj2MHQthYTBqFDzyiJMzFRERR1DxyoYjR44Qc+f251KlStmMvXf7gQMH7tt279f2HicsLIwbN24kKV+R5IiJsd1vHVS8EvF2fn5GMeTwYZgxA+79bDdmaSky9ezJLmA0YHFXkilQAKMN4fYsWcg0ebLxQ61NG/Dxnrc5cXHw3XfG80uXYN48eO45yJkTXngBFi6EK1fcmqKIiIg4iFnx6tQp472BpE5RUVH8+eeffPbZZ/Tr14+GDRuSK1cu/v77b3en5vEsFgvz5s2jatWqjBo1ioULF5I+Kaupsmc3ZiacOGHc3Ve6tNNyFRGRlPNzdwKeLCwsLP65WW/au/OkHtwvucexWq2Eh4dTsmRJu3INN7k168yZM3YdR9KeY8cgOtp2jIpXIqlDQAD06AEdO8KsWbBtGzRoFgTNpkPr1gzp3Jkehw5RDTji7mTtUBSYCTTy94c334TBgyFbNnenlSxbt8LZsw+/fuMGLF1qPAYPNmYUioiIiHczK17FxMCFC1ockppcuXKFnj17snv3bg4ePBh/o/S9du/eTdGiRd2QnXdJnz49GzZssNkdyVRgoHF3X8eOsHIlTJkCq1c7LkkREXEIFa9suH79evzz4OBgm7EZMmSIf/7gzCtHHceWe4tnIklh1jIQVLwSSW3Sp4d+/R54sVYt+PNPso4axeGJE9kfE0NP4HfgmhtytCUT/nxKNC0BXn4ZRo+GwoXdnVaK3BmxaVOLFk5PQ0RERFzArHgFRutAFa9Sj4wZM7J06VJu3bqVaMzu3bsTnbUu90tR4epeFgs89ZTx+PNPo4i1aJGG0IqIeAjv6afjBve+qTD7xRgQ8N+w+8gHBlQ46jgizmBWvAoKgkKFXJKKiLhbYKCxtOfvvyn9zjv8FhrKVSAWWA6MAloBmQmweRjnyQpMpCFf0bJePdixw+in5+WFK6sVli2zHRMSApUquSYfERERcS57i1eSevj6+lK2bFmbMbt373ZRNpKgRx+FL76A48dhwADInNndGYmIpHlOLV7FxMRgsVhS/Jg/f74z00xUYGBg/PNok75qUVFR8c8f7LfrqOPYEhYWZvOxfft2u48laYtZ8So01KvGxoiII4SEwLhxsH8/nDmDz6JFNHv9dd4tVYrFwNv0BfZjNO17EcjpwJOnA0KB5sAAYC7wJXCUQvzO3PwRfP19APz2G1Su7MDzus9ff8HRo7Zjmjc3bgwVERER75ctm9HO2RYVr1KfChUq2Ny+Z88eF2UiNuXPDxMmQFgYTJ0KBQu6OyMRkTRLbQNtyJgxY/xzsxZ+N27ciH/+YGvAB49zbzErKcexxWyWlkhizIpXahkoksblzg2tWxsPgLNn2f/CLdhUCKPI1B2wAgeAtcCaO39eNDmwH8ZKqvzAE0A9oCRQEPDDQhylfA5TOevfVC58iaqVNlD19cfwqTAi1VVxzFZdgVoGioiIpCYWi3F9/NixxGNUvEp9zIpXx48f59q1a2TKlMlFGYlNGTNCnz7Qsyd88w1Mnmx0fhAREZdxavHKz8+PAwcOpPg4efLkcUA2SXdvQSjc5J1jWFhY/PMH5089eJwcOXKYHsdisaggJU53+zYcOmQ7RsUrEblP7txcz2ZcdLFa775oAUrfefTAKGbtx1gxtRq4DsTc2d4Oo1h1/4fyYhlOUznkPFXK/07lWoFUbJqXjIVLgqWUK74rt8qaFYoWTfwCVvbsULu2a3MSERER51LxKu0xK16BsfqqVq1aLsgmbTp16hSdOnVi5syZFClSxL6d/PygVSt48UXYsgVWroTNm+HcObh+/b/H7dvOTV5EJA1y+sqrUqW896JTiRIl8PX1JTY2loMHD9qMvXd7aGjofdtKly59X9yjjz5qepyQkBAyZMiQjKxF7Hf0qPn7KxWvRORB338PkZFw8KDRWXD/fmMV5/79cOyYlbg4C1AGGHPncb+CWa9SpfQZKtdIR+Uns/JYFV+yZs0L5HXxd+IZevaEN96AffuMVVjLlhnzou965hnjM7OIiIikHmb3qqp4lfqUL1/eNGb37t0qXjnJjh07eO655zhz5gzPPPMMmzdvJnNS5lpZLFCzpvFISFTU/cWsY8fg+ecdk7yISBqlSyE2+Pv7U7VqVbZs2cKWLVuIjo7G398/wdh169YBEBAQQOUHZnDc+8Zj3bp1vPTSSwke4+zZsxw+fBiAxx9/3BHfgohNZi0DQcUrEUlY+vRQsaLxuFdkpIXDh/8raJ04YRReihUzRlRVqgQ5c2YGNAD5XhYLlCtnPIYNM+ZEf/utUcjSZ14REZHUR8WrtCdLliwULFiQkydPxr+WPXt2KlSoQPny5alQoQL16tVzX4Kp2JIlS2jfvj23bt0CYP/+/bz00kssX74cP0fdJRYQYDzudlvKls0xxxURScNUvDLRvHlztmzZwrVr1/jmm28SLDyFh4fz66+/AtCwYcP7ZlyBsYIrNDSUAwcOsGTJEqZMmUJQUNBDx5k/f3788xYabiEuYFa8ypABChRwTS4ikjqkTw8VKhgPSb7ChaFvX+MhIiIiqY89xSurNdWN+kzzevbsye3bt6lQoQIVKlQgb968WPQ/2WmsVivvvfceI0aMeGjbypUrefvtt5k6darrExMREbv4uDsBdzpx4gQWiwWLxZLo3S2dO3eOX0b8zjvvcOnSpfu2x8bG0qNHD2JjYwHo379/gse5+/q///7LgAEDHtp+7Ngxxo0bB0DRokVVvBKXMCtelS4NPmn6p4SIiIiIiIjjmRWvbt2Cf/91TS7iOv3792fQoEE8/fTT5MuXT4UrJ4qMjKRNmzYJFq7u+uCDD+KvxYmIiOfx2pVXR48eZePGjfe9FhEREf/nvauYAJo0aULu3LmTfJ5s2bIxYcIEXn/9dU6ePEm1atUYMmQI5cqV4/Tp03zwwQesWbMGgDZt2lC/fv0Ej9O+fXs+/fRTNm3axIwZMzh79ixdunQha9asbN++nVGjRnHt2jV8fHyYPn2645Yti9hgVrxSy0ARERERERHHMyteAZw6BdmzOz8XkdRo0qRJLF682DRu8ODBXL16lXHjxqmYKCLiYby2QrJx40Y6duyY4LZLly49tG3NmjXJKl4BdOvWjdOnTzNq1CiOHTvGa6+99lDM008/zaeffproMXx9ffn22295+umn2bFjB0uXLmXp0qX3xfj7+/PRRx/x1FNPJStPkaSIjoY7I9YSpeKViIiIiIiI4+XLZx4THg7lyzs/F5HUaODAgfz8889s3rzZNHbChAlcu3aNjz76CB+1nxER8Rj6iWynkSNHsnHjRl5++WVCQkLw9/cnV65cPPnkk3z55ZesWLGCwMBAm8fIkSMHmzdvZubMmdSqVYvs2bMTGBhIkSJF6NKlC3/88QddunRx0Xckad3hwxATYztGxSsRERERERHHy5ULzBquhIe7JheR1CggIIBly5ZRwM5B3rNmzaJ9+/bEmF0oERERl7FYrVaru5MQ5wsPDyckJASAsLAw8tvTo0BStcWL4aWXbMecPAl2vs8TERERERGRJChQAMLCEt8+YgQMH+6ydERSpT179vD444/Hjxox89xzz7Fo0SLTG9TN6DqciEjKaeWVSBplNu8qY0a48z5LREREREREHCxPHtvbz551TR4iqVn58uX56quv7G4H+N133/HMM89w48YNJ2cmIiJmVLwSSaPMilelS4NmlYqIiIiIiDiH2VjuM2dck4dIatesWTO+/PJL/Mx6dd7x66+/8uSTT3LlyhXnJiYiIjapeCWSRpkVrzTvSkRERERExHnMVl6peCXiOK1bt+bbb7+1ux3gli1bqFevHufPn3dyZiIikhgVr0TSoKgoOHrUdoyKVyIiIiIiIs6j4pWIazVt2pSVK1cSHBxsV/zu3bupXbs2YbaG04mIiNOoeCWSBh06BLGxtmNUvBIRcby4OFixAiIj3Z2JiIiIuJs9M6+sVtfkIpJW1K1bl9WrV5MtWza74g8fPkytWrU4cuSIkzMTEZEHqXglkgaZtQwEFa9ERJxh2zZo1gxy5oQXXoCFC0Gt9EVERNIms+LV7dvw77+uyUUkLalatSrr1q0jt9nguTv++ecfateuzd69e52cmYiI3EvFK5E0yKx4lSkT5MvnmlxERNKSZcuMP2/cgKVL4ZVXjEJW48bw8cdqDyQiIpKW2HPdXO8N0p7IyEh27txJTEyMu1NJ1cqWLcuGDRsoWLCgXfHnzp2jbt26bN++3cmZiYjIXSpeiaRBZsWrMmXAYnFNLiIiaYXV+l/x6l4xMbBqFXTvDjVqqD2QiIhIWmG28gpUvErNrFYrp06d4scff2T8+PG0adOG0qVLExwcTJUqVdSmzgWKFSvGxo0bKVmypF3xly9fpmHDhqxdu9a5iYmICAB+7k5ARFzPnuKViIg41l9/wdGjtmOefVY3D4iIiKQVjzxi/N63dePK2bOuy0dc59y5c5QpU4ZLly4lGrN7925CQ0NdmFXalD9/ftavX0/jxo35888/TeMjIiJo0qQJX3/9Nc2aNXN+giIiaZhWXomkMbdvw/nztmNUvBIRcbyEVl09qEUL5+chIiIiniFdOsiRw3aMVl6lTrly5SI6OtpmzO7du12UjeTKlYs1a9ZQs2ZNu+KjoqJo0aIFixYtcnJmIiJpm4pXImlMunRw+TKcOAErVsDEidC+PVSpAhkyGDEqXomION6339renj071K7tklRERETEQ5i1DlTxKnWyWCyUL1/eZoyKV66VJUsWVq1axZNPPmlXfExMDC+//DKzZs3Cqr7fIiJOoeKVSBpksUDBgvD00/D22zB/PmzfDteuwfHj8Pjj7s5QRCR1OXkS/vjDdswzz4CfGjqLiIikKblz296u4lXqVaFCBZvbVbxyvQwZMrB8+XJa2NkOwWq10qNHDzp27KgCloiIE6h4JSLxfHygUCEICnJ3JiIiqcu5c1Cxou0YtQwUERFJe8xWXmnmVeplVrw6ffo0Fy9edFE2cldAQABLliyhXbt2du9TrFgxLBpcKyLicCpeiYiIiDhZ1arGyqvjx2HqVKhTx7hh4K6gILCzQ4mIiIikImobmHaZFa8A9uzZ44JM5EF+fn7Mnz+fHj16mMbWq1ePQYMGuSArEZG0R8UrERERERcpVAj69IF164w7qefOhWbNoHlzSJ/ezcmJiIiIy6l4lXaVLVvWdLXOwYMHXZSNPMjHx4ePPvrIZmEqe/bsLFiwAF9fXxdmJiKSdmiygoiIiIgb5MwJr71mPNQiX0REJG0yK15dvw43bkCGDK7JR1wnQ4YMFC9enMOHD+Pn50doaCgVKlSgfPnyVKhQgQoVKvDII4+4O800zWKxMHbsWDJlypRgEWv+/Pnky5fPDZmJiKQNKl6JiIiIuJla5IuIiKRNuXObx5w9C0WLOj8Xcb3Zs2eTJUsWQkNDCQgIcHc6koh33nmHzJkz88Ybb2C9c9dZ7969adasmZszExFJ3VS8EhERERERERFxg7srrzJmNJ4/+MidG7Jnd2+O4jz16tVzdwpip+7duxMSEkL79u0pWLAgEyZMcHdKIiKpnopXIiIiIiIiIiJuULgwRESoLaCIN2jWrBm7d+8mKipKK+VERFxAxSsRERERERERETfw9VXhSsSb5M+f390piIikGT7uTkBERERERERERERERETkLhWvRERERERERERERERExGOoeCUiIiIiIiIiIiIiIiIeQzOvRNKIL76A4cOhTJn7H6VKQVCQu7MTERERERERERERETGoeCWSRuzdC8ePG48ffvjvdYsFihSB2rVh3jz35SciIiIiIiIiIiIiAmobKJJm/PVXwq9brXDsGJw44dJ0RERStT//hCtX3J2FiIiIiIiIiIh3UvFKJI1IrHh1V5kyrslDRCS1s1rhxRchZ05o3Bg+/hjOnHF3ViIiIiIiIiIi3kPFK5E0ICICTp60HaPilYiIY/z1Fxw9CjExsGoVdO8OefNCjRowcSIcOeLuDEVEREREREREPJtmXqURMTEx8c/P6PbvNGfXLvOYnDkhPNz5uYiIpHbz5yf8+tatxmPgQFi2DCpXdmlaIiIiIuJFrFYrp0+fZv/+/ezfv5/XX3+dgIAAd6cldrr32tu91+RERMR+FqvVanV3EuJ8O3bsoGrVqu5OQ0REREREREREJM3Yvn07VapUcXcaIiJeR20DRURERERERERERERExGNo5VUacevWLfbu3QtAzpw58fNTx0hXOXPmTPyqt+3bt5MnTx43ZyQinkQ/I0TEFv2MEBEz+jkhIrboZ4R7xMTEcOHCBQDKlStHYGCgmzMSEfE+qmCkEYGBgVqi7AHy5MlD/vz53Z2GiHgo/YwQEVv0M0JEzOjnhIjYop8RrlWoUCF3pyAi4tXUNlBEREREREREREREREQ8hopXIiIiIiIiIiIiIiIi4jFUvBIRERERERERERERERGPoeKViIiIiIiIiIiIiIiIeAwVr0RERERERERERERERMRjqHglIiIiIiIiIiIiIiIiHkPFKxEREREREREREREREfEYFqvVanV3EiIiIiIiIiIiIiIiIiKglVciIiIiIiIiIiIiIiLiQVS8EhEREREREREREREREY+h4pWIiIiIiIiIiIiIiIh4DBWvRERERERERERERERExGOoeCUiIiIiIiIiIiIiIiIeQ8UrERERERERERERERER8RgqXomIiIiIiIiIiIiIiIjHUPFKREREREREREREREREPIaKVyIiIiIiIiIiIiIiIuIxVLwS8UA//fQTFosl/jFixAh3pyQibvLPP/8wa9YsWrduTcmSJcmQIQOBgYHkz5+f5557jq+++oqYmBh3pykiTvLPP//Qv39/QkNDyZAhA9myZaNq1apMnjyZmzdvujs9EXGDP/74g7Fjx/LUU08REhJCQEAAwcHBlChRgg4dOrBhwwZ3pygiHmrAgAH3XWtYu3atu1MSERFJlMVqtVrdnYSI/OfGjRuUKVOGkydPxr82fPhwFbBE0qBhw4YxevRozH5VV65cmaVLl1KgQAEXZSYirrBixQratm3L1atXE9xesmRJfvzxR4oUKeLizETEXerWrcv69etN49q1a8ecOXPw9/d3QVYi4g12795N5cqV77vxbc2aNdSrV899SYmIiNiglVciHmbo0KGcPHmSXLlyuTsVEXGz06dPY7VayZAhA6+88grz5s1j48aN7Ny5ky+++IIqVaoAsHPnTp544gkiIiLcnLGIOMru3btp1aoVV69eJTg4mDFjxrB582ZWr15Nly5dADh06BBNmzbVv32RNOTUqVMA5M2bl969e/P111+zfft2tmzZwvvvv0++fPkA+OKLL+jQoYMbMxURTxIXF0eXLl2IiYnRtQYREfEaKl6JeJA//viDDz/8kICAAEaPHu3udETEzbJnz86ECRM4c+ZM/EWoxx9/nEqVKvHKK6+wZcsWWrVqBcCRI0eYOnWqmzMWEUfp06cPN2/exM/Pj1WrVjF48GBq1KhBgwYN+OSTT5g4cSIABw8e5P3333dztiLiKqVKlWLx4sX8888/fPDBB7Rs2ZIqVapQvXp1+vbty59//kmJEiUA+Oqrr9RCUEQA+PDDD9mxYwelSpWiU6dO7k5HRETELipeiXiI2NhYunTpQmxsLIMHD6Z48eLuTklE3GzChAkMGDCAjBkzJrjd19eXmTNnxrcE+vrrr12Znog4yY4dO+JnUHTq1IkaNWo8FPPWW28RGhoKwAcffMDt27ddmaKIuMkPP/xAq1at8PX1TXB7jhw5mDJlSvzXem8gImFhYQwdOhSAWbNmqZ2oiIh4DRWvRDzE1KlT+eOPPyhRogQDBw50dzoi4iWyZ89O+fLlATh27JibsxERR/j222/jn3fs2DHBGB8fH1599VUALl++rIHrIhLv3vk1em8gIj169CAiIoL27dtrvpWIiHgVFa9EPMCJEycYPnw4ADNnziQgIMDNGYmIN4mKigKMi9ki4v3utvnKkCEDlSpVSjSubt268c83btzo9LxExDtER0fHP9d7A5G0bcmSJfzwww9ky5aNSZMmuTsdERGRJNE7WREP0L17d27evEnbtm1p2LChu9MRES9y/vx5Dhw4ABhzMETE+939N12sWDH8/PwSjbv33/zdfURE1q1bF/9c7w1E0q4rV67Qu3dvwGhHnjNnTjdnJCIikjQqXom42ZdffsnKlSvJkiXLff3pRUTsMWnSJGJiYgBo1aqVm7MRkZS6desWFy9eBCB//vw2Y7NmzUqGDBkAY56FiEhcXBzjx4+P/1rvDUTSrgEDBnD27Flq1qxJp06d3J2OiIhIkql4JeJG//77L3379gVg3LhxPPLII27OSES8ybZt2/jggw8A4yJ3jx493JuQiKTY9evX458HBwebxt8tXkVERDgtJxHxHlOnTmX79u0AtGjRgsqVK7s5IxFxh40bNzJnzhz8/Pz4+OOPsVgs7k5JREQkyVS8EnGj/v37c/78eapVq0bXrl3dnY6IeJFz587xwgsvEBMTg8Vi4bPPPiMoKMjdaYlICt26dSv+ub+/v2n83TmZkZGRTstJRLzDunXreOeddwDIlSsXs2bNcnNGIuIO0dHRdO3aFavVSt++fSlXrpy7UxIREUkWFa9ETNy9MJzSx/z58+877tq1a5k3bx6+vr58/PHHGqYs4sWc9XMiMdevX6dp06aEh4cDMHbsWBo0aODE71BEXCUwMDD+eXR0tGl8VFQUAOnTp3daTiLi+f766y9atGhBTEwMAQEBLFmyRF0dRNKosWPHcuDAAQoUKMDw4cPdnY6IiEiy6Wq5iBtERUXRrVs3AHr16sWjjz7q3oRExGvcunWL5557jt9//x2Afv36xd9lLSLeL2PGjPHP7WkFeOPGDcC+FoMikjodP36cRo0acfnyZXx9ffnqq6+oW7euu9MSETc4ePAg48aNA2D69Onx7YVFRES8kZ+7ExDxdH5+fhw4cCDFx8mTJ0/882+++YbDhw/j5+dH6dKlWbRo0UPx+/fvj3++b9+++Jhq1apRuHDhFOcjIo7jjJ8TCYmJiaFVq1asWbMGgM6dOzNlypQUn1dEPEdgYCA5cuTg4sWL8asrE3P58uX44lVISIgr0hMRD3P69GmeeOIJTp8+jcVi4dNPP6VFixbuTktE3GTq1KlER0dTpEgRbt68meC1hn379sU//+233zh79iwAzzzzjIpdIiLiUVS8ErFDqVKlHHq8uy1+YmJi6NKli2n80qVLWbp0KQDz5s1T8UrEAzn658SD4uLiaNeuHcuXLwegdevWzJ4926nnFBH3CA0NZcOGDRw9epSYmBj8/BJ+y37w4MH79hGRtOXixYs8+eST/P3334CxyuLVV191c1Yi4k53rzX8/ffftGnTxjR+1KhR8c+PHz+u4pWIiHgUtQ0UERHxAt26dYu/c7JZs2Z88cUXmpUnkkrVqlULMFoC3m0RmpB169bFP3/88cednpeIeI6rV6/SuHHj+G4N48eP54033nBzViIiIiIijqOrXiJu0KFDB6xWq83H3bZgAMOHD49/vUOHDu5LXETcol+/fsyZMweAhg0b8vXXX5MuXTo3ZyUiztK8efP45/PmzUswJi4ujs8//xyALFmyUL9+fVekJiIe4ObNmzRt2pQ//vgDgCFDhjBw4EA3ZyUinmD+/Pmm1xqGDx8eH79mzZr41wsVKuS+xEVERBKg4pWIiIgHGzFiBFOnTgWgZs2afPfddwQEBLg5KxFxpqpVq1K7dm0A5s6dy5YtWx6KmTJlSvysvd69e6ugLZJGREdH06JFCzZt2gQY//5Hjx7t5qxERERERBxPM69EREQ81PTp0xk5ciQA+fLlY+LEiRw/ftzmPiVLltRFbJFUYNq0aTz++ONERkbSqFEjBg8eTP369YmMjGTRokV88sknAJQoUYK33nrLzdmKiKu0adOGVatWAdCgQQM6derEvn37Eo339/enRIkSrkpPRERERMRhVLwSERHxUEuXLo1/furUqfg5OLYcP35cLT9EUoGKFSuyePFiXnnlFa5du8bgwYMfiilRogQrVqwgY8aMbshQRNzhm2++iX/+22+/Ub58eZvxBQsW5MSJE07OSkRERETE8dQ2UERERETEAz3zzDPs2bOHvn37UqJECYKCgsiSJQuVK1dmwoQJ7Nq1i2LFirk7TRERERERERGHs1itVqu7kxAREREREREREREREREBrbwSERERERERERERERERD6LilYiIiIiIiIiIiIiIiHgMFa9ERERERERERERERETEY6h4JSIiIiIiIiIiIiIiIh5DxSsRERERERERERERERHxGCpeiYiIiIiIiIiIiIiIiMdQ8UpEREREREREREREREQ8hopXIiIiIiIiIiIiIiIi4jFUvBIRERERERERERERERGPoeKViIiIiIiIiIiIiIiIeAwVr0RERERERERERERERMRjqHglIiIiIiIiIiIiIiIiHkPFKxEREREREREREREREfEYKl6JiIiIiIiIiIiIiIiIx1DxSkRERERERERERERERDyGilciIiIiIiIiIiIiIiLiMVS8EhEREREREREREREREY+h4pWIiIiIiIiIiIiIiIh4DBWvRERERERERERERERExGOoeCUiIiIiIiIiIiIiIiIeQ8UrERERERERERERERER8RgqXomIiIiIiIiIiIiIiIjHUPFKREREREREREREREREPIaKVyIiIiIiIiIiIiIiIuIxVLwSERERERERERERERERj/H/LRTcp+ax1bAAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 505, "width": 855 } }, "output_type": "display_data" } ], "source": [ "import sympy as s\n", "import numpy as np\n", "\n", "# a symbolic variable for x, and a numerical array with specific values of x\n", "sym_x = s.Symbol(\"x\")\n", "x = np.linspace(-2 * np.pi, 2 * np.pi, 100)\n", "\n", "def sin_expansion(x, n):\n", " \"\"\"\n", " Evaluate the nth order Talyor series expansion\n", " of sin(x) for the numerical values in the array x.\n", " \"\"\"\n", " return s.lambdify(sym_x, s.sin(sym_x).series(n=n+1).removeO(), 'numpy')(x)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 6))\n", "\n", "ax.plot(x, np.sin(x), linewidth=4, color=\"red\", label='sin(x)')\n", "\n", "colors = [\"blue\", \"black\"]\n", "linestyles = [':', '-.', '--']\n", "for idx, n in enumerate(range(1, 12, 2)):\n", " ax.plot(x, sin_expansion(x, n), color=colors[idx // 3],\n", " linestyle=linestyles[idx % 3], linewidth=3,\n", " label=\"O(%d) approx.\" % (n+1))\n", " \n", "ax.set_ylim(-1.1, 1.1)\n", "ax.set_xlim(-1.5*np.pi, 1.5*np.pi)\n", "ax.legend(bbox_to_anchor=(1.02, 1), loc=2, borderaxespad=0.0)\n", "fig.subplots_adjust(right=.75);\n" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "fig.savefig(\"ch4-sin-expansion.pdf\")" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 315, "width": 670 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 3.5), sharey=True)\n", "\n", "data1 = np.random.randn(200, 2) * np.array([3, 1])\n", "area1 = (np.random.randn(200) + 0.5) * 100\n", "\n", "data2 = np.random.randn(200, 2) * np.array([1, 3])\n", "area2 = (np.random.randn(200) + 0.5) * 100\n", "\n", "axes[0].scatter(data1[:,0], data1[:,1], color=\"green\", marker=\"s\", s=30, alpha=0.5)\n", "axes[0].scatter(data2[:,0], data2[:,1], color=\"blue\", marker=\"o\", s=30, alpha=0.5)\n", "\n", "axes[1].hist([data1[:,1], data2[:,1]], bins=15, color=[\"green\", \"blue\"], alpha=0.5, orientation='horizontal');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Legends" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 1589 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 4, figsize=(16, 4))\n", "\n", "x = np.linspace(0, 1, 100)\n", "\n", "for n in range(4):\n", " axes[n].plot(x, x, label=\"y(x) = x\")\n", " axes[n].plot(x, x + x**2, label=\"y(x) = x + x**2\")\n", " axes[n].legend(loc=n+1)\n", " axes[n].set_title(\"legend(loc=%d)\" % (n+1))\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-legend-loc.pdf\")" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 298, "width": 708 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(8.5, 3))\n", "\n", "x = np.linspace(-1, 1, 100)\n", "\n", "for n in range(1, 9):\n", " ax.plot(x, n * x, label=\"y(x) = %d*x\" % n)\n", "\n", "ax.legend(ncol=4, loc=3, bbox_to_anchor=(0, 1), fontsize=12)\n", "fig.subplots_adjust(top=.75);\n", "fig.savefig(\"ch4-legend-loc-2.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Axis labels" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 291, "width": 782 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 3), subplot_kw={'facecolor': \"#ebf5ff\"})\n", "\n", "x = np.linspace(0, 50, 500)\n", "ax.plot(x, np.sin(x) * np.exp(-x/10), lw=2)\n", "\n", "ax.set_xlabel(\"x\", labelpad=5,\n", " fontsize=18, fontname='serif', color=\"blue\")\n", "ax.set_ylabel(\"f(x)\", labelpad=15,\n", " fontsize=18, fontname='serif', color=\"blue\")\n", "ax.set_title(\"axis labels and title example\", loc='left',\n", " fontsize=16, fontname='serif', color=\"blue\")\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-labels.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Axis range" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 296, "width": 924 } }, "output_type": "display_data" } ], "source": [ "x = np.linspace(0, 30, 500)\n", "y = np.sin(x) * np.exp(-x/10)\n", "\n", "fig, axes = plt.subplots(1, 3, figsize=(11, 3), subplot_kw={'facecolor': \"#ebf5ff\"})\n", "\n", "axes[0].plot(x, y, lw=2)\n", "axes[0].set_xlim(-5, 35)\n", "axes[0].set_ylim(-1, 1)\n", "axes[0].set_title(\"set_xlim / set_y_lim\")\n", "\n", "axes[1].plot(x, y, lw=2)\n", "axes[1].axis('tight')\n", "axes[1].set_title(\"axis('tight')\")\n", "\n", "axes[2].plot(x, y, lw=2)\n", "axes[2].axis('equal')\n", "axes[2].set_title(\"axis('equal')\")\n", "\n", "fig.subplots_adjust(wspace=0.25)\n", "fig.savefig(\"ch4-axis-ranges.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ticks" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 290, "width": 1189 } }, "output_type": "display_data" } ], "source": [ "x = np.linspace(-2 * np.pi, 2 * np.pi, 500)\n", "y = np.sin(x) * np.exp(-x**2/20)\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(12, 3))\n", "\n", "axes[0].plot(x, y, lw=2)\n", "axes[0].set_title(\"default ticks\")\n", "\n", "axes[1].plot(x, y, lw=2)\n", "axes[1].set_yticks([-1, 0, 1])\n", "axes[1].set_xticks([-5, 0, 5])\n", "axes[1].set_title(\"set_xticks\")\n", "\n", "axes[2].plot(x, y, lw=2)\n", "axes[2].xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "axes[2].yaxis.set_major_locator(mpl.ticker.FixedLocator([-1, 0, 1]))\n", "axes[2].xaxis.set_minor_locator(mpl.ticker.MaxNLocator(8))\n", "axes[2].yaxis.set_minor_locator(mpl.ticker.MaxNLocator(8))\n", "axes[2].set_title(\"set_major_locator\")\n", "\n", "axes[3].plot(x, y, lw=2)\n", "axes[3].set_yticks([-1, 0, 1])\n", "axes[3].set_xticks([-2 * np.pi, -np.pi, 0, np.pi, 2 * np.pi])\n", "axes[3].set_xticklabels(['$-2\\pi$', '$-\\pi$', 0, r'$\\pi$', r'$2\\pi$'])\n", "axes[3].xaxis.set_minor_locator(mpl.ticker.FixedLocator([-3 * np.pi / 2, -np.pi/2, 0, np.pi/2, 3 * np.pi/2]))\n", "axes[3].yaxis.set_minor_locator(mpl.ticker.MaxNLocator(4))\n", "axes[3].set_title(\"set_xticklabels\")\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-ticks.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Grid" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 1189 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", "\n", "x_major_ticker = mpl.ticker.MultipleLocator(4)\n", "x_minor_ticker = mpl.ticker.MultipleLocator(1)\n", "y_major_ticker = mpl.ticker.MultipleLocator(0.5)\n", "y_minor_ticker = mpl.ticker.MultipleLocator(0.25)\n", "\n", "for ax in axes:\n", " ax.plot(x, y, lw=2)\n", " ax.xaxis.set_major_locator(x_major_ticker)\n", " ax.yaxis.set_major_locator(y_major_ticker)\n", " ax.xaxis.set_minor_locator(x_minor_ticker)\n", " ax.yaxis.set_minor_locator(y_minor_ticker)\n", "\n", "axes[0].set_title(\"default grid\")\n", "axes[0].grid()\n", "\n", "axes[1].set_title(\"major/minor grid\")\n", "axes[1].grid(color=\"blue\", which=\"both\", linestyle=':', linewidth=0.5)\n", "\n", "axes[2].set_title(\"individual x/y major/minor grid\")\n", "axes[2].grid(color=\"grey\", which=\"major\", axis='x', linestyle='-', linewidth=0.5)\n", "axes[2].grid(color=\"grey\", which=\"minor\", axis='x', linestyle=':', linewidth=0.25)\n", "axes[2].grid(color=\"grey\", which=\"major\", axis='y', linestyle='-', linewidth=0.5)\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-grid.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Ticker formatting" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 287, "width": 789 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(8, 3))\n", "\n", "x = np.linspace(0, 1e5, 100)\n", "y = x ** 2\n", "\n", "axes[0].plot(x, y, 'b.')\n", "axes[0].set_title(\"default labels\", loc='right')\n", "\n", "axes[1].plot(x, y, 'b')\n", "axes[1].set_title(\"scientific notation labels\", loc='right')\n", "\n", "formatter = mpl.ticker.ScalarFormatter(useMathText=True)\n", "formatter.set_scientific(True) \n", "formatter.set_powerlimits((-1,1)) \n", "axes[1].xaxis.set_major_formatter(formatter)\n", "axes[1].yaxis.set_major_formatter(formatter)\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-scientific.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Log plots" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 287, "width": 1188 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(12, 3))\n", "\n", "x = np.linspace(0, 1e3, 100)\n", "y1, y2 = x**3, x**4\n", "\n", "axes[0].set_title('loglog')\n", "axes[0].loglog(x, y1, 'b', x, y2, 'r')\n", "\n", "axes[1].set_title('semilogy')\n", "axes[1].semilogy(x, y1, 'b', x, y2, 'r')\n", "\n", "axes[2].set_title('plot / set_xscale / set_yscale')\n", "axes[2].plot(x, y1, 'b', x, y2, 'r')\n", "axes[2].set_xscale('log')\n", "axes[2].set_yscale('log')\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-log-plots.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Twin axes" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 387, "width": 784 } }, "output_type": "display_data" } ], "source": [ "fig, ax1 = plt.subplots(figsize=(8, 4))\n", "\n", "r = np.linspace(0, 5, 100)\n", "a = 4 * np.pi * r ** 2 # area\n", "v = (4 * np.pi / 3) * r ** 3 # volume\n", "\n", "\n", "ax1.set_title(\"surface area and volume of a sphere\", fontsize=16)\n", "ax1.set_xlabel(\"radius [m]\", fontsize=16)\n", "\n", "ax1.plot(r, a, lw=2, color=\"blue\")\n", "ax1.set_ylabel(r\"surface area ($m^2$)\", fontsize=16, color=\"blue\")\n", "for label in ax1.get_yticklabels():\n", " label.set_color(\"blue\")\n", " \n", "ax2 = ax1.twinx()\n", "ax2.plot(r, v, lw=2, color=\"red\")\n", "ax2.set_ylabel(r\"volume ($m^3$)\", fontsize=16, color=\"red\")\n", "for label in ax2.get_yticklabels():\n", " label.set_color(\"red\")\n", " \n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-twin-ax.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spines" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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4fWW8mLIourwsF//v906OQVUVGXRVGgZVVcT/+72To7wsuYh8XWNT/MsdKzPoCgAAeDUCCwAA6GWe3LgnrnvgxdRrH7loRpw8cVhxGypBJ08cFn960fTUa9fd/2I8uXFPkTsCAABejcACAAB6kZb2zvjkT56NfHISVCyYOCw+vHha8ZsqUR9ePD0WpIQ7XfmIT/7k2WjtMBoKAAB6E4EFAAD0Il+6a3Ws2XkwUa8qL4svvPmkqCj3K/yRqiwvi39+00lRlfK/2ZqdB+Pf7kxfaA4AAGTDqx0AAOglVmzfH/9+z7rUax+9ZEZMr68pckelb8bomvjoJTNSr339nnWxYvv+IncEAAAUIrAAAIBeoKsrH3/1s+ejsys5C2re+KHx/gumZtBV3/D+C6bGieOGJuodXfn43z97PrpS/jcHAACKT2ABAAC9wI8e3xRPbEgugq4oy8Xn3rggKo2COmaV5WXx+TctiIqyXOLa4xv2xI+f2JRBVwAAwO/yqgcAADK262Br/OMtK1Kvvf+CqTE35XQAR2fuuKHxRwVOqfzjLSti18HWIncEAAD8LoEFAABk7B9vWRH7DrUn6hOGD4w/vSh9/wJH7yMXzYgJwwcm6nub2wsGRgAAQPEILAAAIENPbtwTP3lic+q1v33dvBhYVV7kjvqugVXl8X9fd2LqtZ88sTme2pgcyQUAABSPwAIAADLS1ZWPv/nlC6nXrpw3JhbPri9yR33fRbNHxxUnjkm99plfvmABNwAAZEhgAQAAGfnJk5vjmc37EvVBVeXx6avnZtBR//B/rpkbAyuTJ1ee2bwvfvpk+mkXAACg5wksAAAgA/tb2uNzt6bvTfjw4ukxtja5a4HuMbZ2YPzJRdNTr/3TrStjf0tynwgAANDzBBYAAJCBL9+1JhoPtiXqk0cOiveeNyWDjvqX9543JSaNGJSoNx5sjS/ftSaDjgAAAIEFAAAU2cZdzXH9A+tTr/3vq+ZGdcq4IrpXdWV5/O+r5qReu/6B9bFpd3OROwIAAAQWAABQZJ+7bUW0dXYl6hfMHBWXzLFou1gunTs6zp9Rl6i3dXbF525bmUFHAADQvwksAACgiJ7cuCdufHZbol5elou/vmpO5HK5DLrqn3K5XHz6tXOjLOV/8l89szWe2rin+E0BAEA/JrAAAIAiyefz8Q83LU+99tYzJsaM0TVF7ogZo2virQsnpV77+5uWRz6fL3JHAADQfwksAACgSG57YUc8viH5rv0hAyrizy6dmUFHRET82SUzY3BVcm/I4xv2xG0vbM+gIwAA6J8EFgAAUASdXfn4wu3pexH++MJpUTdkQJE74iWjagbEH184LfXa529bGR0p+0YAAIDuJ7AAAIAi+OUzW2L1zoOJ+tja6vjDc6dk0BG/7b3nTY0xQ6sT9bUNTXHDU1sy6AgAAPofgQUAAPSw9s6u+Nclq1Ov/dmlM2NgyjgiimtgVXn8+WXpY7n+9Y5V0dLeWeSOAACg/xFYAABAD/vJE5tjw67mRH1q3eB4wynjM+iING84ZXxMGzU4Ud+6ryW++8jGDDoCAID+RWABAAA9qKW9M/7tzvTTFR+7dGZUlPuVvLeoKC+Lv7h8Vuq1ryxdEwdbO4rcEQAA9C9eHQEAQA/6waMbY9u+lkR99piaeO38sRl0xOFcfuKYWDChNlHf3dQW335wffEbAgCAfkRgAQAAPaS5rSO+vHRt6rU/v3RmlJXlitwRryaXy8Unr5ideu2b961zygIAAHqQwAIAAHrIfz20IRoPtibqJ02ojUvnjs6gI47EudPr4pxpIxP1vc3t8Z2HNmTQEQAA9A8CCwAA6AEHWtrj3+9JP13x8ctmRS7ndEVv9tGLZ6TWv3nfumhyygIAAHqEwAIAAHrAdfe/GHub2xP1hSeMiAtm1GXQEUfjzKkj46ypIxL13U1t8d8PO2UBAAA9QWABAADdbF9ze1x334up1z5+2UynK0rERy+emVr/xr3r4lBbZ5G7AQCAvk9gAQAA3ezbD62PAyljg86fURdnTk3uRqB3OmvqiFh4QvKUxa6mtvjuI05ZAABAdxNYAABAN2pu64hvPVDodMWsInfD8cjlcvHRS9J3Wfz7PU5ZAABAdxNYAABAN/r+o5tiT8ruikUzR8XJE4cVvyGOyznTRsbpk4cn6o0HW+P7j27MoCMAAOi7BBYAANBNWjs645v3rku99uHF04vcDd3h8Kcs1kZLu1MWAADQXQQWAADQTX725JbYvr8lUT/jhOGxcEpyFwKl4bzpdXHKpGGJ+s4DrfEDpywAAKDbCCwAAKAbdHbl49/vWZt67UMXOl1RynK5XHz04sK7LNo6uorcEQAA9E0CCwAA6AY3P7ct1u9qTtTnjB0aF84alUFHdKdFM0fFgpQdJNv3t8Qvn9la/IYAAKAPElgAAMBxyufz8dW7009XfHjxtMjlckXuiO7261MW6Sdlvnnvusjn80XuCAAA+h6BBQAAHKe7VzbE8m37E/UpdYPjynljM+iInrB4Vn3MGl2TqK/ccSDuXtWQQUcAANC3CCwAAOA45PP5+PLSNanXPrhoapSXOV3RV+RyuXj/BVNTr33jnnVF7gYAAPoegQUAAByHR1/cHU9s2JOoj62tjtefMiGDjuhJVy8YF2OGVifqD63bFc9u3lv8hgAAoA8RWAAAwHH42j3puyv+6PypUVXh1+2+pqqiLP7wvBNSr339XqcsAADgeHgFBQAAx2jNzgNx98rk7oLhgyrjrQsnZtARxfC2hZOiZkBFon7Lc9ti467mDDoCAIC+QWABAADH6Lr716fW33PulBhUlbyhTd9QU10Zbz9zUqLelY+47n6nLAAA4FgJLAAA4BjsbmqLG57cnKgPqCiLd541OYOOKKb3nDslKsuTC9V/9Pjm2NPUlkFHAABQ+gQWAABwDL73yIZo7ehK1N9w6oQYMbgqg44opjG11XHNgvGJ+qH2zvjOwxsy6AgAAEqfwAIAAI5SW0dX/NdD6Tel31tgITN9z/svmJpa//aD66OlvbPI3QAAQOkTWAAAwFG68dmtsfNAa6K+aOaomF5fk0FHZGHWmJpYPGtUor6rqS1+8kRyXBgAAHB4AgsAADgK+Xw+rrv/xdRr7z1vSpG7IWvvv2Baav3bD66PfD5f5G4AAKC0CSwAAOAoPPLi7nhh6/5EfeboIXH+jLoMOiJLZ00dESdNqE3UV+88GA+u3ZVBRwAAULoEFgAAcBQKna74w3OnRC6XK3I3ZC2Xy8Ufnpt+sub6B9cXtxkAAChxAgsAADhC6xubYsnyHYn6iMFVce0p4zPoiN7gNfPHxqiaAYn6kuU7YtPu5gw6AgCA0iSwAACAI3T9g+sjbS3BO8+cFNWV5cVviF6hqqIs3r5wUqKez0d85+ENGXQEAAClSWABAABHYN+h9vjR45sS9arysnjn2ZMz6Ije5B1nToqKsuRIsB8+tikOtXVm0BEAAJQegQUAAByBHz++KZpTbjxfvWBc1NdUZ9ARvUn90Op4zfyxifq+Q+3x86e3ZNARAACUHoEFAAC8iq6ufHz3kY2p1957XvrCZfqfPzjnhNT6tx9cH/m0WWIAAMArCCwAAOBVPLh2V7zY2JSonzllRMwdNzSDjuiNTp00LE6aUJuor9h+IB5etzuDjgAAoLQILAAA4FV85+H1qfV3nX1CUfugd8vlcvEHBb4nvv3g+qL2AgAApUhgAQAAh7Ft36G4Y9mORH1UzYC47MTRGXREb/baBWNj5OCqRP32Zdtjy95DGXQEAAClQ2ABAACH8f1HNkZXyvqBty2cFJXlfp3mlQZUlMfbFk5K1LvyEf/98IYMOgIAgNLhFRYAABTQ3tkV339sU6JeXpaLty2cmEFHlIJ3njU5ystyifr3H90YLe2dGXQEAAClQWABAAAF3P7Cjmg40JqoXzKnPsbWDsygI0rBmNrquGLemER9b3N73PTstgw6AgCA0iCwAACAAgot2/79s04oah+Unnefc0Jq/fuPbixuIwAAUEIEFgAAkGL1jgPx8LrdifrUusFxzrSRGXREKTl98vCYPaYmUX98w55YteNABh0BAEDvJ7AAAIAUhRYkv+OsyVGWsp8Aflsul4u3n5lcvh0R8b1HnLIAAIA0AgsAAPgdTa0d8dMntyTq1ZVl8aZTJ2TQEaXo2lPGR3Vl8iXXT5/cHIfaLN8GAIDfJbAAAIDf8Yunt8bB1o5E/ZoF46J2UGUGHVGKhlZXxtUnjUvUD7R0xE3PWb4NAAC/S2ABAAC/JZ/Px3cKjIOybJujVXgsVPr3GAAA9GcCCwAA+C3PbN4Xy7ftT9QXTBwW8yfUZtARpezkicNiztihifqTG/fGiu3J7zMAAOjPBBYAAPBbfvhY+kLkdxZ4pzwcTi6Xi7cvnJh6zfJtAAB4JYEFAAD8j6bWjvjl01sT9Zrqinhtyi4COBKvO2V8DKwsT9R/9uQWy7cBAOC3CCwAAOB/3PTctmhKuYH8upPHxcCq5A1nOBJDqyvjmgUpy7dbO+JXzyYDMgAA6K8EFgAA8D9++Nim1PpbzzAOiuPztoLLt42FAgCAlwgsAAAgIlbvOBBPbNiTqJ84bmjMG2/ZNsdnwYTamJuyfPvpTXtj2VbLtwEAIEJgAQAAEXG40xXpC5PhaORyuXh7oVMWj24ocjcAANA7CSwAAOj3Wjs644antiTqAyrK4pqTx2fQEX3R604eF4NSdqH84umt0dJu+TYAAAgsAADo95Ys2xm7m9oS9avmj43agZUZdERfVFNo+XZLR9z2wvYMOgIAgN5FYAEAQL/3g8fSFx//nnFQdLNC31M/fnxzkTsBAIDeR2ABAEC/tnlPc9y/pjFRn1I3OBZOGZFBR/RlJ08cFtPrhyTqD6xtjM17mjPoCAAAeg+BBQAA/dqPH98c+Xyy/ntnTIxcLlf8hujTcrlcvPm0CYl6Ph/x0yeSe1QAAKA/EVgAANBvdXbl48ePb0rUy8ty8YZTLdumZ7z+1PFRXpYMw37y5Kbo6kpJzwAAoJ8QWAAA0G/dt7ohtu5rSdQvnl0f9TXVGXREf1BfUx2LZ41K1DftPhSPvLg7g44AAKB3EFgAANBv/SjldEVExFsXWrZNz3rTaYWWb6d/TwIAQH8gsAAAoF/a29wWS5btTNTHDK2OC2Yk3/0O3emi2fUxcnBVon7z89viQEt7Bh0BAED2BBYAAPRLv3p2W7R1diXqbzxtfFSU+zWZnlVVURbXnpLck9LS3hU3Pbstg44AACB7XokBANAv/fSJzan1N5w6ocid0F+9+fT077VCo8oAAKCvE1gAANDvrG04GE9v2puonzJpWEwbNaT4DdEvzR4zNOaPr03Un9y4N9bsPJhBRwAAkC2BBQAA/c4NT6afrnij0xUU2VsKnLL4SYETQAAA0JcJLAAA6Fe6uvLxsye3JOpVFWVx9UnjMuiI/uyaBeOjqiL5suyGJzdHR8qOFQAA6MsEFgAA9CsPrdsVW/e1JOqXzhkdtYMqM+iI/qx2UGVcNnd0or7zQGvcu7ohg44AACA7AgsAAPqVQsu233ja+CJ3Ar/2ltMnptZvSDkJBAAAfZnAAgCAfuNga0fc8vz2RL1uyIC4YMaoDDqCiHOn18XY2upE/Y5lO2J/S3sGHQEAQDYEFgAA9Bu3PLctDrV3JurXnjwuKsr9akw2ysty8bqTkyd8Wju64tbnkgEbAAD0VV6VAQDQb/z0yULjoCYUuRN4pTecmj6S7Ian0r9nAQCgLxJYAADQL2za3RwPr9udqM8ZOzTmjB2aQUfwGzNH18SJ45Lfhw+v2x1b9h7KoCMAACg+gQUAAP3Cz55KX2D8xgLvbIdie/0p6d+Lv3ja8m0AAPoHgQUAAH1ePp+PG1LGQRXaHQBZuGbBuCjLJes/e3JL5PP54jcEAABFJrAAAKDPe3Ljnli/qzlRv3DmqBhVMyCDjiCpfmh1nDdjVKK+eufBeGHr/gw6AgCA4hJYAADQ5/38qa2pdcu26W1ef8q41HqhkWYAANCXCCwAAOjT2ju74qbntiXqQ6sr4uI59Rl0BIVdfuKYGFRVnqj/4umt0dHZlUFHAABQPAILAAD6tPtXN8buprZE/TXzx8aAiuSNYcjSoKqKuOLEMYl648HWuH9NYwYdAQBA8QgsAADo037+dPooHcu26a1ef2r69+bPjYUCAKCPE1gAANBnNbV2xO0v7EjUxwytjjOnjMigI3h150yri/qUZfC3vbAjmlo7MugIAACKQ2ABAECftWT5jjjU3pmoX3PyuCgry2XQEby68rJcvO7k5PLtQ+2dcevz2zPoCAAAikNgAQBAn1VohE7azWDoTV5/yoTUeqERZwAA0BcILAAA6JN2HWyNe1cnlxRPrx8Sc8cOzaAjOHJzxtbErNE1ifr9axpj5/6WDDoCAICeJ7AAAKBPuvm5bdHZlU/Urz15XORyxkHRu+VyudTl2/l8xI3PbsugIwAA6HkCCwAA+qSfP701tf66k5M3gaE3KjS67JfPpH9vAwBAqRNYAADQ52za3RxPbNiTqJ82eXhMHDEog47g6I2tHRgLTxiRqD+9aW9s3NWcQUcAANCzBBYAAPQ5hd6Bbtk2pebqAt+zv3rWKQsAAPoegQUAAH1KPp+Pnz+1JVEvL8vFVfPHZtARHLvXzBsT5WXJnSu/MhYKAIA+SGABAECfsmzb/li982CifsGMuhg5ZEAGHcGxGzlkQJw3vS5RX7H9QKzacSCDjgAAoOcILAAA6FN+adk2fcw1Cwos3y7wvQ4AAKVKYAEAQJ/R1ZVP3V8xsLI8Lp07OoOO4PhdduLoGFCRfOn2y2e2Rj6fz6AjAADoGQILAAD6jCc27olt+1oS9ctOHB2DB1Rk0BEcv5rqyrhodn2ivnF3czyzeV8GHQEAQM8QWAAA0GfcWGARcaGROlAqrjYWCgCAfkBgAQBAn9DZlY+bn9+eqA+trojzZ4zKoCPoPhfNro8hKaeEbnx2a3R2GQsFAEDfILAAAKBPeOTFXdFwoDVRv/zEMVGVMv8fSkl1ZXlclrKHZeeB1nj0xd0ZdAQAAN3PKzcAAPqEG5/dllp/rXFQ9BFXn1xgLFSBUWgAAFBqBBYAAJS89s6uuOW5ZGAxYnBVnDNtZAYdQfc7b3pdDB9Umajf8vy2aOvoyqAjAADoXgILAABK3oNrd8We5vZE/Yp5Y6Ky3K+89A2V5WXxmvljE/W9ze1x/5qGDDoCAIDu5dUbAAAl78YCI3Fee1Ly5i6UsmsKjDj75dPGQgEAUPoEFgAAlLS2jq647YXtifqomgFx5hTjoOhbzjhhRIytrU7UlyzfGS3tnRl0BAAA3UdgAQBASbtvdUPsb+lI1F8zb0yUl+Uy6Ah6TllZLq5KGQt1sLUj7l1lLBQAAKVNYAEAQEm78dnksu2IiKsLjM6BUndVgVFnN6csngcAgFIisAAAoGS1tHfG7SnjoMbWVsepk4Zn0BH0vJMnDovxwwYm6ncs22EsFAAAJU1gAQBAybp75c5oakveoL1q/tgoMw6KPiqXy8Vr5o9J1JvaOuMeY6EAAChhAgsAAErWrwqMg3qtcVD0cVedlP49biwUAAClTGABAEBJam7riLuW70zUJ44YGAsm1GbQERTPggm1qWOhlhgLBQBACRNYAABQku5cvjMOpdyYfe1J4yKXMw6Kvi2Xy6Uu325q64y7VxoLBQBAaRJYAABQkgqNvnltyk1c6IteMz/9e91YKAAASpXAAgCAktPc1hFLVybHQU2tGxxzxw7NoCMovoJjoZYbCwUAQGkSWAAAUHKWrmiIlvauRP0188caB0W/kcvlUk8UNbd1xt0pgR4AAPR2AgsAAErOzc+nj7y5cv6YIncC2So0Fuqm57YXuRMAADh+AgsAAErKobbOWLoi+e7xySMHGQdFv3PShNqYMDw5FurO5TviUJuxUAAAlBaBBQAAJeWeVQ3RnHIj9sp5xkHR/+RyubjKWCgAAPoIgQUAACXl5ufSx0FdVWA0DvR1hb73byrwswIAAL2VwAIAgJLR0t4Zdy7fkahPGD4w5o03Dor+af742pg4Im0s1E5joQAAKCkCCwAASsZ9qxujKeUG7GvmGwdF/5XL5eKq+eMS9UPtxkIBAFBaBBYAAJSMQuOgrpw3psidQO9SaCzULc9vL3InAABw7AQWAACUhNaOzliyLDkOalxtdZw8cVjxG4JeZN74oTFheHIs1F0rdkZrh7FQAACUBoEFAAAl4YE1jXGgtSNRv9I4KIhcLpd60uhga0fcv7oxg44AAODoCSwAACgJNz+XPtrmNfONg4KIiCvmGQsFAEBpE1gAANDrtXV0xe0vJG+6jh46IE6ZODyDjqD3OWXisBg9dECifseyHdHe2ZVBRwAAcHQEFgAA9HoPrm2M/S0p46DmjY2yMuOgICKirCwXV5yYPHG071B7PLxuVwYdAQDA0RFYAADQ691SYBxU2sx+6M+MhQIAoJQJLAAA6NU6Orvi9mXJm62jagbE6SeMyKAj6L0WThkRIwdXJeq3v7A9OrvyGXQEAABHTmABAECv9siLu2NPc3uifsWJY6LcOCh4hfKyXFx24uhEvfFgWzy+fncGHQEAwJETWAAA0KvdWmCUjXFQkO7ylD0WERG3piyuBwCA3kRgAQBAr9XVlU8dBzV8UGUsnGIcFKQ5Z1pd1FRXJOq3Pb898nljoQAA6L0EFgAA9FpPb94bO/a3JuqXzh0dFeV+lYU0VRVlcemc5Fiorfta4pnN+zLoCAAAjoxXeQAA9Fq3FRgHdYVxUHBYhX5Gbnl+W5E7AQCAIyewAACgV8rn86kz9wdXlcc50+oy6AhKxwUzR8WgqvJE/VZjoQAA6MUEFgAA9EordxyIDbuaE/XFs+ujujJ5Ixb4jerK8lg8uz5R37CrOZZvO5BBRwAA8OoEFgAA9Eq3GgcFx+XKAj8rtxoLBQBALyWwAACgV0oLLKoqyuLCWcl3jQNJi2fVx4CK5Eu+WwqEgQAAkDWBBQAAvc6GXU2xYntybM350+tiyICKDDqC0jN4QEVcMHNUor5658FY13Awg44AAODwBBYAAPQ6t6Us246IuNw4KDgqV5yY/jNzx7IdRe4EAABencACAIBeJ20cVHlZLi6ZMzqDbqB0XTynPsrLcon67QILAAB6IYEFAAC9yo79LfHkxr2J+plTRsSIwVXFbwhK2LBBVXHmlBGJ+pMb98TOAy0ZdAQAAIUJLAAA6FUKvfP7CuOg4JhcNjd5Mimfj1iybGcG3QAAQGECCwAAepXbUsZBRURcNldgAcfi0gJ7LG5flv6zBgAAWRFYAADQa+xtbouH1u1K1E+eOCzG1FZn0BGUvvHDBsb88bWJ+oNrdsWBlvYMOgIAgHQCCwAAeo0ly3dGZ1c+UTcOCo5P2liots6uuGdVQwbdAABAOoEFAAC9xm0vpI+oubzASBvgyFxW4GfothfSd8YAAEAWBBYAAPQKh9o6477VyXd7zx5TE1PqBmfQEfQdM0cPickjByXqS1fsjNaOzgw6AgCAJIEFAAC9wn2rG6KlvStRTxtlAxydXC6X+rN0sLUjHl63O4OOAAAgSWABAECvcMey9NE0l841Dgq6Q6HRarcXGMUGAADFJrAAACBznV35uHPFzkR9bG11zBs/NIOOoO85ZdLwqBtSlajfsWxHdKUsuwcAgGITWAAAkLknNuyJ3U1tifqlc0dHLpfLoCPoe8rLcnHJnORYqJ0HWuPpzXuL3xAAAPwOgQUAAJm7Y1n6SJpL7a+AbnXZiek/U7e/kD6SDQAAiklgAQBApvL5fNyesr+iproizpwyMoOOoO86Z1pdDK4qT9RvLxAaAgBAMQksAADI1OqdB2PDruZEffGs+qiq8OsqdKfqyvK4cFZ9or6uoSnW7DyYQUcAAPAbXgECAJCpO1JOV0QYBwU9pdBYqNtecMoCAIBsCSwAAMhU2jioyvJcXDhrVAbdQN934az6qChLLrNP+1kEAIBiElgAAJCZHftb4plNexP1s6fVRU11ZfEbgn6gdmBlnD0tuR/mmU17Y/u+lgw6AgCAXxNYAACQGeOgIBuXnTgmtX7HcqcsAADIjsACAIDMFAws5ggsoCcV+hm73R4LAAAyJLAAACATB1ra48G1jYn6ggm1Maa2OoOOoP8YU1sdCyYOS9QfWrsr9h1qL35DAAAQAgsAADJyz6qGaO/MJ+rGQUFxXJbys9bRlY+7V+7MoBsAABBYAACQkcL7K9Jn6wPd6/ITC42FsscCAIBsCCwAACi69s6uuGtF8l3ck0YMipmjh2TQEfQ/0+trYuqowYn63St3Rkt7ZwYdAQDQ3wksAAAoukfW7Y4DLR2J+mVzR0cul8ugI+ifLks50dTU1pm6XwYAAHqawAIAgKK7Y9n21Lr9FVBclxUYC7VkuT0WAAAUn8ACAICiyufzqfsrhg+qjNMmD8+gI+i/Tp4wLEbVDEjU71y+I7q68hl0BABAfyawAACgqF7Yuj+27mtJ1C+eMzoqyv16CsVUVpaLi2fXJ+o79rfG81v3ZdARAAD9mVeEAAAU1e0ppysijIOCrFwyx1goAAB6B4EFAABFlTYOakBFWZw/oy6DboBzp9fFgIrkS8MlBcJFAADoKQILAACKZtPu5li+bX+ifv6MUTGoqiKDjoCBVeWpgeGybftjy95DGXQEAEB/JbAAAKBo0k5XRERcZhwUZKrQWKi7ljtlAQBA8QgsAAAomrTAIpeLuGhOcukvUDyFfgbvsMcCAIAiElgAAFAUe5vb4tH1uxP10yYNj7ohAzLoCHhJfU11LJg4LFF/aG1jHGhpL35DAAD0SwILAACK4u6VDdHZlU/ULzvROCjoDS5NOWXR3pmP+1Y3ZtANAAD9kcACAICiWFJgFn6h2flAcV1SYJdMoZ9dAADobgILAAB6XHtnV9yzqiFRn1o3OKaOGpJBR8DvmjW6JsYPG5ioL12xMzo6uzLoCACA/kZgAQBAj3vsxd1xoKUjUb/Ysm3oNXK5XFyacspiT3N7PLlxb/EbAgCg3xFYAADQ45Ys35lav9g4KOhVCo1ou9NYKAAAikBgAQBAj8rn83HniuTNztqBlXH65OEZdAQUsnDKiKgZUJGo3yGwAACgCAQWAAD0qLUNB2PDruZE/cJZo6Ki3K+j0JtUVZTFBbNGJerrGppiXcPBDDoCAKA/8QoRAIAeZRwUlJZLC46FSv9ZBgCA7iKwAACgR6XNvq8oy8Wimcl3cQPZu3DWqCgvyyXqxkIBANDTBBYAAPSYPU1t8cSGPYn6wikjonZgZQYdAa9m2KCq1P0yj6/fHXua2jLoCACA/kJgAQBAj1m6cmd05ZN146Cgd7t0bvJntCsfcfcqY6EAAOg5AgsAAHpMoZn3l8ypL3InwNEoFCouWSawAACg5wgsAADoEW0dXXHPqoZEfXr9kJg8cnAGHQFHakrd4Jg2Kvlzes+qhmjr6MqgIwAA+gOBBQAAPeKRF3fFwdaORP1ipyugJFySMhbqYGtHPPLirgy6AQCgPxBYAADQIwqPg7K/AkrBpQXHQu0ocicAAPQXAgsAALpdPp+PJcuTNzWHD6qMUycNz6Aj4GidMml4jBhclagvWb4z8vl8Bh0BANDXCSwAAOh2q3YcjM17DiXqi2fVR3lZLoOOgKNVXpaLxbOSI9y27D0UK7YfyKAjAAD6OoEFAADdLu10RUTExcZBQUm5dG76zhljoQAA6AkCCwAAut2dKYFFZXkuLphZl0E3wLE6f8aoqCpPvmwsFEoCAMDxEFgAANCtGg+2xlOb9ibqZ04ZGTXVlcVvCDhmgwdUxNnTRibqz2zeFw0HWjPoCACAvkxgAQBAt1q6Ymek7eO9eE76aBmgd7ukwM/u0pU7i9wJAAB9ncACAIBudefy9JuYl9hfASVp8ewCgcUKgQUAAN1LYAEAQLdp7eiM+1Y3JOozRw+JiSMGZdARcLwmDB8Us0bXJOr3rmqIto6uDDoCAKCvElgAANBtHl63O5raOhP1i52ugJJ2UcpYqKa2znj0xd0ZdAMAQF8lsAAAoNvcuXxHar3QDHygNFxcYCzUnSvSf+YBAOBYCCwAAOgW+Xw+dX/FiMFVcfLE4Rl0BHSXUyYNj2GDKhP1u1bsjHw+n0FHAAD0RQILAAC6xYrtB2LL3kOJ+uJZ9VFelsugI6C7lJfl4sKZoxL1DbuaY11jUwYdAQDQFwksAADoFsZBQd92UYFdNHelnKwCAIBjIbAAAKBb3LUiedOyqrwszk95VzZQehbNGJV6WsoeCwAAuovAAgCA47a7qS2e2rQ3UT9z6ogYMqCi+A0B3a52UGWcNjm5j+bx9Xti36H2DDoCAKCvEVgAAHDc7l3VEGl7dxfPMg4K+pKLZyd/pju68nHf6oYMugEAoK8RWAAAcNzSxkFFRFyUcnMTKF0XF9hJY48FAADdQWABAMBx6ejsintWJd9dPbVucJxQNziDjoCeMm3UkJg0YlCivnTlzujsSjlmBQAAR0FgAQDAcXlq097U+fWLna6APieXy6WenNrT3B5Pp+yxAQCAoyGwAADguBgHBf1LoZ/tu1bsKHInAAD0NQILAACOy9KUwGJwVXmcccKIDLoBetqZU0fEoKryRP1OeywAADhOAgsAAI7Z1r2HYsX2A4n6eTPqoqrCr5rQFw2oKI/zZ9Ql6iu2H4gtew9l0BEAAH2FV5EAAByzpSuNg4L+qNDPeNqJKwAAOFICCwAAjlmhm5MXzhJYQF+2uMDPeKGdNgAAcCQEFgAAHJOW9s54YM2uRP3EcUNj9NDqDDoCiqV+aHWcNKE2UX9gTWMcauvMoCMAAPoCgQUAAMfkkRd3x6H25I1J46Cgf0j7WW/t6IoH1zZm0A0AAH2BwAIAgGNSaBzUYoEF9AuFwkljoQAAOFYCCwAAjlo+n0+9KTlicFUsmDCs+A0BRTdvXG2MqhmQqN+1Ymfk8/kMOgIAoNQJLAAAOGprG5pi4+7mRP3CmaOivCyXQUdAsZWV5eKilOXb2/a1xPJtBzLoCACAUiewAADgqN29Mn3ky4XGQUG/ctGcQmOhdhS5EwAA+gKBBQAARy1tHFR5WS4WzRiVQTe928aNG+MTn/hEzJkzJwYPHhwjRoyIhQsXxj//8z9Hc3PylMrR+MxnPhO5XO6I/rv77ru75y8Ev+W86XVRVZ58WWmPBQAAx0JgAQDAUTnQ0h6Pvrg7UT9t0vCoHVSZQUe910033RQnnXRSfOELX4gVK1ZEc3Nz7NmzJx577LH4i7/4izj11FNj3bp1WbcJx2zwgIo4c+qIRP2pTXtj18HWDDoCAKCUVWTdAAAApeX+1Y3R0ZVcqLvYOKhXeOaZZ+Itb3lLNDc3x5AhQ+JTn/pULF68OA4dOhQ/+MEP4pvf/GasXLkyrrrqqnjsscdiyJAhx/X1nnvuucNenzJlynF9fijk4tn1cd/qxlfU8vmIu1c2xBtPm5BRVwAAlCKBBQAAR2Vpgf0Vi2cbB/XbPvaxj0Vzc3NUVFTE7bffHmefffbL1y666KKYMWNGfPKTn4wVK1bEv/zLv8SnP/3p4/p68+bNO96W4ZhcNHt0fOZXyxL1u1bsFFgAAHBUjIQCAOCIdXXlY+nKhkR9XG11zBpdk0FHvdNjjz328s6I9773va8IK17y8Y9/PObMmRMREf/6r/8a7e3txWwRus2kkYNien3yhNC9qxqivbMrg44AAChVAgsAAI7YC1v3R8OB5Fz6xbPrI5fLZdBR7/Tzn//85Y/f8573pD6mrKws3vWud0VExJ49eyzFpqRdnDIS7kBrRzy2PrnvBgAAChFYAABwxO5akT4O6iL7K17hvvvui4iIwYMHx2mnnVbwcYsWLXr54/vvv7/H+4KeUug54K7l6c8ZAACQRmABAMARuytlf0VVRVmcM60ug256r+XLl0dExPTp06OiovDauNmzZyf+zLG69NJLY+TIkVFVVRX19fVx4YUXxmc/+9nYs2fPcX1eOBKnTR4eQ6uT3+uFQk4AAEgjsAAA4Ig0HmyNZzfvTdTPnjoyBlaVF7+hXqqlpSUaGxsjImLChMMvHB4+fHgMHjw4IiI2bdp0XF93yZIlsXv37mhvb4+Ghoa455574lOf+lRMnTo1fvGLXxzX535JR0dHbN68+RX/bdu2rVs+N6WtorwsFs1KnrJY19gULzY2ZdARAAClqPDbvQAA4Lfcs7Ih8vlk3TioVzpw4MDLHw8ZklxE/LsGDx4cTU1NcfDgwWP6evPnz49rr702Fi5cGOPGjYv29vZYuXJlfPe7343bb7899u7dG2984xvjV7/6VVx55ZXH9DVesn379pg4ceJxfQ76rotn18evntmaqN+1Yme897wpGXQEAECpEVgAAHBE0sZBRQgsfldLS8vLH1dVVb3q4wcMGBAREYcOHTrqr/Wxj30sPvOZzyTqZ555ZrzrXe+Kr3/96/HBD34wOjs7433ve1+sWbMmBg4ceNRfB47EopmjoiwX0fU7weZdK3YILAAAOCJGQgEA8KraO7vi3lUNifr0+iExccSgDDrqvaqrq1/+uK2t7VUf39raGhFxTEHCsGHDDnv9Ax/4QLzvfe+LiIitW7fGDTfccNRf47eNGTMmNm3a9Ir/Hn300eP6nPQdwwdXxamThifqj6zbHQda2jPoCACAUiOwAADgVT25YU8caOlI1BfPGpVBN71bTU3Nyx8fyZinpqZfz/c/kvFRx+IDH/jAyx/fc889x/W5KioqYsKECa/4b+zYscfbIn3IRXOSJ646uvJx/+rGDLoBAKDUCCwAAHhVhcZBLTYOKqG6ujrq6uoiImLz5s2HfeyePXteDix6ajfE3LlzX/54y5YtPfI14CWFRsTdtSL9OQQAAH6bwAIAgFe1NOVmY82AijjjhBEZdNP7zZkzJyIi1qxZEx0dyZMpL1mxYkXiz3S3fNqmdOghs0bXxLja6kT97lUN0fW7yy0AAOB3CCwAADiszXuaY9WO5Gij82fWRWW5XyfTnHfeeRHx63FPTzzxRMHH/faIpnPPPbdHelm2bNnLH48bN65Hvga8JJfLpZ68ajjQGi9s3Z9BRwAAlBKvMAEAOKy00xUREYtnGQdVyLXXXvvyx9/61rdSH9PV1RX/9V//FRG/Xp69ePHiHunl61//+ssfL1q0qEe+Bvw2Y6EAADhWAgsAAA5r6cqG1PoiC7cLWrhwYZx//vkREXHdddfFQw89lHjMF77whVi+fHlERHz0ox+NysrKV1y//vrrI5fLRS6Xi8985jOJP//cc8/FmjVrDtvH17/+9bjuuusiImLMmDHx+te//lj+OnBUzplWFwMqki81C+3CAQCAl1Rk3QAAAL1XS3tnPLi2MVE/aUJt1Nck59TzG1/84hfj3HPPjUOHDsVll10Wf/mXfxmLFy+OQ4cOxQ9+8IP4xje+ERERM2fOjI9//ONH/fmfeOKJeN/73heLFy+OK6+8MubPnx8jR46Mjo6OWLFiRfz3f/933HHHHRERUV5eHl//+tdj8ODB3fp3hDQDq8rj7Gkj4+7fCTuf3bw3Gg+2Rt2QARl1BgBAbyewAACgoIfW7oqW9q5E3TioV3fKKafED3/4w3jnO98Z+/fvj7/8y79MPGbmzJlx0003RU1NzTF9jc7OzliyZEksWbKk4GNGjhwZ1113XVxzzTXH9DXgWFw0uz4RWOTzEXevbIg3nTYho64AAOjtBBYAABRUaOZ8oRn1vNLVV18dzz77bHzxi1+Mm266KTZv3hxVVVUxffr0ePOb3xx/8id/EoMGDTqmz/2a17zm5XFTTz31VOzYsSN27doV+Xw+RowYEQsWLIgrrrgi3v3ud8fQoUO7+W8Gh/frUPOFRH3pip0CCwAACsrl8/l81k0AAND75PP5OP9zS2PznkOvqNcNqYpH//KSKCvLZdQZvcnmzZtj4sSJERGxadOmmDDBzWh+7ZJ/uSfW7Dz4ilrNgIp48tOXRmW5dYoAACT5LREAgFRrdh5MhBUREYtm1gsrgFeVdhLrQGtHPL5+TwbdAABQCgQWAACkMg4KOB6Fdt0sXZn+3AIAAAILAABSpQUWFWW5OH9mXQbdAKXm9BOGR011cm1ioTAUAAAEFgAAJOw71B6Pb0iObTn9hOExtLoyg46AUlNZXhYXzBiVqK/ZeTA27W7OoCMAAHo7gQUAAAn3r26Mzq58ol5oxAtAmsUFRsg5ZQEAQBqBBQAACfZXAN3hwlmjIpdL1u2xAAAgjcACAIBX6OrKxz2rkjcTJwwfGNPrh2TQEVCq6oYMiJMmDEvUH1q7Kw61dRa/IQAAejWBBQAAr/Dsln3ReLAtUb9odn3k0t4qDXAYF6WMkmvt6IoH1zZm0A0AAL2ZwAIAgFdYWmAcVKFZ9ACHU2iUnD0WAAD8LoEFAACvkDZbvrqyLM6eOjKDboBSd+K4oTGqZkCivnTFzsjn8xl0BABAbyWwAADgZTsPtMSzm/cl6udMq4vqyvIMOgJKXVlZLi6cOSpR37qvJVbuOJBBRwAA9FYCCwAAXnb3yobUunFQwPEwFgoAgCMhsAAA4GUF91fMSr47GuBInTejLirLc4l6oeccAAD6J4EFAAAREdHe2RX3rW5M1GeOHhIThg/KoCOgr6iprowzThiRqD+xYU/sbW7LoCMAAHojgQUAABER8dj63XGwtSNRNw4K6A5pY6G68hH3rEofRQcAQP8jsAAAICIKj2a5aJbAAjh+hcJPY6EAAHiJwAIAgIhIX347tLoiTps8PINugL5mat3gmDwyOV7unlUN0dmVz6AjAAB6G4EFAACxcVdzrG1oStQvmDkqKsr9yggcv1wuF4tTTmztaW6PpzftyaAjAAB6G68+AQCIpSvTR7Kk3VwEOFZpeywiIpausMcCAACBBQAAkT4OKpeLuHDWqAy6AfqqM6eOiEFV5Yl62nMQAAD9j8ACAKCfa27riIfW7UrUF0wYFiOHDMigI6CvGlBRHudOr0vUl23bH9v3tWTQEQAAvYnAAgCgn3twza5o6+hK1AuNbgE4HgXHQhUYTQcAQP8hsAAA6OcK3SQUWAA9odCoOWOhAAAQWAAA9GP5fD6WptwkHFUzIOaOHZpBR0BfN7Z2YMxJeX55YE1jtHZ0ZtARAAC9hcACAKAfW7njQGxNmRu/eNaoKCvLZdAR0B9cNDt5yqK5rTMeWbc7g24AAOgtBBYAAP1YoREsxkEBPanQc4yxUAAA/ZvAAgCgH7t7RUOiVlmei3On12XQDdBfnDxxeAwfVJmoL125M/L5fAYdAQDQGwgsAAD6qX3N7fHExj2J+hknjIia6uSNRIDuUl6Wi0Uzk2OhNuxqjnWNTRl0BABAbyCwAADop+5Z3RCdXcl3MhsHBRTD4gLPNUuNhQIA6LcEFgAA/VShm4KFbiICdKdFM0dFWS5Zt8cCAKD/ElgAAPRDnV35uHtl8qbg5JGDYmrd4Aw6AvqbYYOq4rTJwxP1R1/cHQda2jPoCACArAksAAD6oWc27409zckbgotn1Ucul/KWZ4AekHaiq6MrHw+sacygGwAAsiawAADoh4yDAnqDQjtzjIUCAOifBBYAAP1Q2s3AgZXlceaUERl0A/RXs0bXxLja6kR96cqG6OrKZ9ARAABZElgAAPQzO/a3xAtb9yfq506vi+rK8gw6AvqrXC6XerKr4UBr6vMUAAB9m8ACAKCfSVu2HVF4NAtAT1o8y1goAAB+TWABANDPFLoJeOGsUUXuBCDinOkjo6oi+dL0rgLhKgAAfZfAAgCgH2nt6Iz7Vzcm6rPH1MS4YQMz6Ajo7wZVVcTZU0cm6s9u3huNB1sz6AgAgKwILAAA+pHHXtwTTW2dibpxUECW0p6D8vmIu1c2ZNANAABZEVgAAPQjhcZBCSyALBV6DlpqjwUAQL8isAAA6EfSFm4PG1QZp0wankE3AL82ccSgmF4/JFG/d1VDtHd2ZdARAABZEFgAAPQT6xubYl1jU6J+wYxRUV6Wy6AjgN9IO2VxoLUjHl+/J4NuAADIgsACAKCfMA4K6M0WzyowFirlZBgAAH2TwAIAoJ9Iu+lXlotYNHNUBt0AvNLpJwyPmuqKRL1Q2AoAQN8jsAAA6AeaWjvikXW7E/VTJg2P4YOrMugI4JUqy8vighnJAHXNzoOxaXdzBh0BAFBsAgsAgH7ggTWN0ZayuHbxLKcrgN5jcYERdcZCAQD0DwILAIB+oNDNvkI3BwGycGGBENVYKACA/kFgAQDQx+Xz+Vi6oiFRHzO0OuaOHZpBRwDp6oYMiAUTahP1h9buikNtnRl0BABAMQksAAD6uGXb9sf2/S2J+uLZoyKXy2XQEUBhaSe/Wju64sG1jRl0AwBAMQksAAD6uLtXJk9XREQsnmUcFND7XFRgVJ2xUAAAfZ/AAgCgj0u7yVdVXhbnTq/LoBuAw5s3rjbqhgxI1Jeu2Bn5fD6DjgAAKBaBBQBAH7anqS2e2rgnUT9z6ogYPKAig44ADq+sLBeLU5Zvb93XEit3HMigIwAAikVgAQDQh92zqiG6Ut6QbBwU0JsZCwUA0D8JLAAA+rClK9Nv7hW6GQjQG5w3oy4qy3OJ+lKBBQBAnyawAADoozq78nHPquTC7al1g+OEusEZdARwZGqqK+OME0Yk6k9s2BN7m9sy6AgAgGIQWAAA9FFPbdwTe5vbE/ULjYMCSkDaSbCufKQGsQAA9A0CCwCAPqrQrHfjoIBSsLjAc5WxUAAAfZfAAgCgj0oLLAZXlcfCKckxKwC9zdS6wTF55KBE/Z5VDdHZlc+gIwAAeprAAgCgD9q271Cs2H4gUT9vRl1UVfgVEOj9crlcLE4ZYbenuT2e3rS3+A0BANDjvFoFAOiDlq5In/GedvMPoLcqNMLOWCgAgL5JYAEA0AcV2l9RaCY8QG+0cMqIGFhZnqgXeo4DAKC0CSwAAPqYlvbOeGBNY6J+4rihMXpodQYdARyb6sryOHd6XaK+bNv+2L6vJYOOAADoSQILAIA+5tEXd8eh9s5EvdBoFYDerOBYqJVOWQAA9DUCCwCAPsY4KKAvWTx7VGrdWCgAgL5HYAEA0Ifk8/nUdx2PGFwVCyYMK35DAMdpbO3AmDN2aKL+wJrGaO1IniYDAKB0CSwAAPqQdY1NsWFXc6K+aOaoKC/LZdARwPG7KOWURXNbZzyybncG3QAA0FMEFgAAfchS46CAPqjQHgtjoQAA+haBBQBAH5J2864sF7FoRvoMeIBScPLE4TF8UGWivnTlzsjn8xl0BABATxBYAAD0EQda2uPRF5PjUU6fPCJqU270AZSK8rJcLJqZDF437GqOdY1NGXQEAEBPEFgAAPQR961ujI6u5DuNjYMC+oJCz2WFRuEBAFB6BBYAAH1EoVnuF88RWAClb9HMUVGWS9aXrhRYAAD0FQILAIA+oKsrH3en3LQbP2xgzKgfkkFHAN1r2KCqOG3y8ET90Rd3x8HWjgw6AgCguwksAAD6gGe37IvGg22J+kWz6yOXS3lLMkAJunBW8sRYe2c+7l/dkEE3AAB0N4EFAEAfUGgc1EXGQQF9yEUF9lgUeg4EAKC0CCwAAPqAu1bsSNSqK8vi7KkjM+gGoGfMHlMTY2urE/WlKxuiqyufQUcAAHQngQUAQInbsb8lnt+yP1E/b3pdVFeWZ9ARQM/I5XKxOOWURcOB1nhha/J5EACA0iKwAAAocUsLjEJJu6kHUOouStljEWEsFABAXyCwAAAocYVu0i0ucFMPoJSdM31kVFUkX8retVJgAQBQ6gQWAAAlrLWjM+5f05iozxk7NMYNG5hBRwA9a1BVRep+nmc3743Gg60ZdAQAQHcRWAAAlLBH1u2O5rbORP2i2aMy6AagOC5KGXmXz0fcvbIhg24AAOguAgsAgBJWaBxU2s08gL6i0HNcoZ0+AACUBoEFAECJyufzqYHF8EGVcfLE4Rl0BFAcE0cMiun1QxL1e1c1RHtnVwYdAQDQHQQWAAAlam1DU2zc3ZyoXzirPsrLchl0BFA8aacsDrR2xOPr92TQDQAA3UFgAQBQogqNPjEOCugPFs9Kf667e6WxUAAApUpgAQBQou5csSNRKy/LxQUzLdwG+r7TTxgeNQMqEvVCu30AAOj9BBYAACVo36H21LEnp00eHrUDKzPoCKC4KsvL4vyZdYn66p0HY1PKuDwAAHo/gQUAQAm6b3VDdHTlE/WLjYMC+pFCY6GWGgsFAFCSBBYAACWo0MgT+yuA/uTCAoGFsVAAAKVJYAEAUGI6u/Jxz8qGRH3C8IExvX5IBh0BZGNUzYBYMKE2UX9o7a441NaZQUcAABwPgQUAQIl5ZvPe2NXUlqhfPLs+crlcBh0BZGdxysmy1o6ueHBtYwbdAABwPAQWAAAlZmmBUSdpN+0A+rpCo/CMhQIAKD0CCwCAEpN2E25gZXmcNXVkBt0AZGveuNqoGzIgUV+6Ymfk8/kMOgIA4FgJLAAASsj2fS3xwtb9ifq50+uiurI8g44AslVWlovFs0Yl6lv3tcTKHQcy6AgAgGMlsAAAKCFLV6aPOCk0EgWgPzAWCgCgbxBYAACUkDuXCywAftd5M+qisjyXqBfa+QMAQO8ksAAAKBEt7Z3xwJrGRH3u2KExprY6g44Aeoea6so444QRifoTG/bE3ua2DDoCAOBYCCwAAErEIy/ujkPtnYm60xUA6c+FXfmIe1cng14AAHongQUAQIm4a/mO1PpFcwQWABfOSn8uNBYKAKB0CCwAAEpAPp+Pu1IWbo8YXBULJgwrfkMAvcy0UYNj0ohBifrdK3dGZ1c+g44AADhaAgsAgBKwZufB2LT7UKJ+4axRUV6WXDQL0N/kcrnUsVB7mtvj6U17i98QAABHTWABAFAC7iow0sT+CoDfWFzgOdFYKACA0iCwAAAoAWmBRXlZLs6fMSqDbgB6pzOnjIiBleWJeqHQFwCA3kVgAQDQy+1rbo/HN+xJ1M84YXjUDqzMoCOA3qm6sjzOnV6XqC/btj+272vJoCMAAI6GwAIAoJe7d3VD6sJY46AAkgo9Ny5d6ZQFAEBvJ7AAAOjl7K8AOHKLZ6ePyjMWCgCg9xNYAAD0Yh2dXanvCp44YmBMGzUkg44AerextQNjztihifoDaxqjtaMzg44AADhSAgsAgF7syY17Y29ze6J+8ezRkcvlMugIoPe7KOWURXNbZzyybncG3QAAcKQEFgAAvdidy3ek1i+ZM7rInQCUjkIj84yFAgDo3QQWAAC92JKUwKJmQEUsnDIig24ASsPJE4fHsEGVifrSlTsjn89n0BEAAEdCYAEA0Eutb2yKtQ1NifoFM0dFVYVf4wAKKS/LxaKZybFQG3Y1x4uNyedVAAB6B690AQB6qbTTFRERF89JH3UCwG8YCwUAUHoEFgAAvdSdy5M31cpyEYtnCSwAXs2imaOiLJesL10psAAA6K0EFgAAvdC+Q+3x2Prdifppk4fH8MFVGXQEUFqGDaqKUycNT9QffXF3HGztyKAjAABejcACAKAXumdVQ3R0JRfDXjxndAbdAJSmxSljodo783H/6oYMugEA4NUILAAAeqE7C+yvuMT+CoAjVmiPxZKUkXsAAGRPYAEA0Mt0dHbF3SuT7/6dPHJQTBs1JIOOAErT7DE1Ma62OlFfumJndKacYgMAIFsCCwCAXubxDXti36H2RP3i2aMjl0vZIAtAqlwulzpKb1dTWzy9aU8GHQEAcDgCCwCAXsY4KIDuc8nc9N0/dywzFgoAoLcRWAAA9DJ3psxWr6muiDOmjMigG4DSdtbUETG4qjxRLxQOAwCQHYEFAEAvsq7hYKxrbErUF80cFZXlfnUDOFoDKsrjgpmjEvXVOw/G+pTnWwAAsuNVLwBAL5J2uiIi4pKUGewAHJlCz6FLnLIAAOhVBBYAAL1I2s2z8rJcXDgr+e5gAI7M4tn1UZZL1guFxAAAZENgAQDQS+xrbo/HN+xJ1E+bPDyGDarKoCOAvmHE4Ko4bfLwRP3R9btjX3N7Bh0BAJBGYAEA0EvcvWpndHblE/VL5tRn0A1A35I2FqqzKx93r3LKAgCgtxBYAAD0EksKjCa52P4KgONW6Lm00HMvAADFJ7AAAOgF2ju74u6VyZtmU+oGx7RRQzLoCKBvmTZqcEypG5yo371yZ7R1dGXQEQAAv0tgAQDQCzy2fnccaOlI1C+ebRwUQHfI5XKpI/YOtHTEY+t3Z9ARAAC/S2ABANAL3GkcFECPKzwWakeROwEAII3AAgAgY/l8Pu5MuVk2tLoiTj9heAYdAfRNp08eHrUDKxP1Jct3RD6fz6AjAAB+m8ACACBjaxuaYv2u5kT9wln1UVnu1zWA7lJRXhYXpYza27T7UKzacTCDjgAA+G1eAQMAZCztdEVExMUps9YBOD6FnluNhQIAyJ7AAgAgY2n7K8rLcnHhTIEFQHe7YOaoqCzPJeoCCwCA7AksAAAytKepLR7fsDtRP+OE4VE7KDlnHYDjM7S6Ms6aOjJRf3rT3mg40JpBRwAAvERgAQCQoTtX7IyulD2vl8wZXfxmAPqJi1P2WOTzEUtXJE+8AQBQPAILAIAM3bFse2r90rkCC4CecnGBUPgOY6EAADIlsAAAyEhLe2fcu6oxUZ85ekhMHjk4g44A+oeJIwbF7DE1ifp9qxuipb0zg44AAIgQWAAAZOaBNY1xKOXGmNMVAD0vbfReS3tXPLg2GSQDAFAcAgsAgIzcsSx99Milc8cUuROA/ueSAuHwHcvssQAAyIrAAgAgA51d+ViSMiu9vmZAnDS+NoOOAPqXk8bXxqiaAYn6nct3RFdXPoOOAAAQWAAAZODpTXui8WBbon7J3NFRVpbLoCOA/qWsLBcXz65P1HceaI3nt+7LoCMAAAQWAAAZuL3AOKjL7K8AKJq0PRYREUsKPEcDANCzBBYAABlI218xZEBFnD1tZAbdAPRP506vi+rK5MviQqEyAAA9S2ABAFBkaxsOxrqGpkR90cxRMaCiPIOOAPqngVXlcd70ukR9xfYDsWl3cwYdAQD0bwILAIAiSztdERFxqXFQAEVX6LnXKQsAgOITWAAAFNntL2xP1MrLcrF4VnL5KwA96+I5oyOXS9bTnqsBAOhZAgsAgCJqONAaT23am6ifOWVE1A6qLH5DAP1c3ZABcfrk4Yn6Y+t3x+6mtgw6AgDovwQWAABFdOfyHZHPJ+vGQQFk57K5YxK1rvyvn7MBACgegQUAQBHZXwHQ+9hjAQDQOwgsAACKpLmtI+5f05iozx07NCYMH5RBRwBERJxQNzhmja5J1O9b3RCH2joz6AgAoH8SWAAAFMm9qxqjtaMrUXe6AiB7l52YfC5uae+Ke1c3ZNANAED/JLAAACiS25dtT60LLACyl7bHIiLi9heMhQIAKBaBBQBAEXR0dsVdK3Ym6uOHDYwTxw3NoCMAftu88UNjbG11on7nih3R0Zk8HQcAQPcTWAAAFMHjG/bE3ub2RP2SOfWRy+Uy6AiA35bL5eKylBNve5vb47H1ezLoCACg/xFYAAAUwR3L0keKXFpgBAkAxXfZiQXGQhUY6QcAQPcSWAAA9LB8Pp8aWNRUV8SZU0dk0BEAaRZOGRFDqysS9dtf2BH5fD6DjgAA+heBBQBAD1u142Bs3N2cqF80uz4qy/06BtBbVJaXxcVzkmOhtuw9FMu27c+gIwCA/sUrZACAHnb7C+mjRC5NmZUOQLbS9lhE/PqUBQAAPUtgAQDQw+5YnrzJVVmei0UzR2XQDQCHc8HMUVFVkXypfHuBXUQAAHQfgQUAQA/avq8lnt28L1E/e1pd1FRXZtARAIczeEBFnD+9LlFfvm1/bEoZ7wcAQPcRWAAA9KC00xURxkEB9GaXnzgmte6UBQBAzxJYAAD0oNueL7C/ImWpKwC9w8Vz6qMsl6wX2kkEAED3EFgAAPSQvc1t8dC6XYn6ggm1Maa2OoOOADgSI4cMiNMnj0jUH1u/O3Y3tWXQEQBA/yCwAADoIUuW74zOrnyifsW8sRl0A8DRuOzE5Em4rnzEnQVG/QEAcPwEFgAAPeTWAuOgLk+5CQZA71Jo15A9FgAAPUdgAQDQA5paO+Le1Q2J+qzRNTF11JAMOgLgaEweOThmj6lJ1O9b3RCH2joz6AgAoO8TWAAA9IC7VzZEW0dXon75vDEZdAPAsbgs5ZRFS3tXaiANAMDxE1gAAPSAW19IHwd1xYkCC4BScVmB5+zbXzAWCgCgJwgsAAC6WUt7Z9yVspR10ohBMWdscrwIAL3TieOGxrja6kT9zhU7oqMzeYoOAIDjI7AAAOhmD65tjKaU+eZXzBsTuVwug44AOBa5XC71lMXe5vZ4dP3uDDoCAOjbBBYAAN3s1ufTx0FdbhwUQMlJ22MRUfi5HgCAYyewAADoRh2dXXHHsuQ4qPqaAXHKxGHFbwiA47JwyogYNqgyUb/1+e3R1ZXPoCMAgL5LYAEA0I0eXb879jS3J+qXnzgmysqMgwIoNRXlZXHpnOQpi50HWuOpTXsy6AgAoO8SWAAAdKPbCowIuWKecVAAperK+enP4bc8ZywUAEB3ElgAAHSTrq583PZCchzUsEGVsXDKiAw6AqA7nDu9LmoGVCTqtzy/PfJ5Y6EAALqLwAIAoJs8s3lvbN/fkqhfMmd0VJb7tQugVA2oKI+L5tQn6lv2HorntuzLoCMAgL7JK2cAgG5y6wsFxkGdaBwUQKm7ct7Y1PotBUYBAgBw9AQWAADdIJ/Pp+6vGFRVHufNqMugIwC606KZo2JgZXmifquxUAAA3UZgAQDQDVbuOBDrdzUn6otn10d1yg0uAErLwKryWDx7VKL+YmNTrNxxIIOOAAD6HoEFAEA3uLXASBDjoAD6jisKjIW6+TljoQAAuoPAAgCgG6QFFlXlZbF4dnJJKwCl6aLZ9VFVkXwZfevz2zLoBgCg7xFYAAAcp/WNTbFie3IcyPkz6mLIgIoMOgKgJwwZUBEXpOwlWrXjYKxtOJhBRwAAfYvAAgDgON32QvookMvnGQcF0NcUGgtVaDQgAABHTmABAHCcbk0JLMrLcnHJnNEZdANAT7p0zuioKMsl6rcYCwUAcNwEFgAAx2H7vpZ4auPeRP3MKSNixOCq4jcEQI+qHVQZ50xPjoV6fsv+2LS7OYOOAAD6DoEFAMBxuH1Z+giQK4yDAuizrizwHO+UBQDA8RFYAAAch0Izyy+bK7AA6Ksumzs6UqZCxS32WAAAHBeBBQDAMdp1sDUeXrcrUT9l0rAYU1udQUcAFMPIIQNi4ZQRifpTG/fGtn2HMugIAKBvEFgAAByj217YEV35ZP2KE52uAOjrrpw3NrV+m1MWAADHTGABAHCMbn4ufVb5a+an38QCoO8otKvIWCgAgGMnsAAAOAa7m9rioZRxUCdNqI2JIwZl0BEAxTR6aHWcNnl4ov7o+t3RcKA1g44AAEpfRdYNAMcnn8/H/kMdsW3/odh1sC0OtnZEU2tHtHZ0RWdXPrry+Sgvy8WAivIYUFEWQ6orYtjAyhg2qCpGDx0Qg6o8DQAci9te2B6dKfOgnK4A6D+unDcmntiw5xW1fD7i9mXb4x1nTs6oK4DS1tzWETv2t8be5rbYe6g9Drb8+h5Ha0dndHbloyyX+5/7HGUxeEBFDBlQESOHVMXYoQNj6MCKyOVyWf8VgOPgTiWUiF0HW2PZtv2xbOv+WLXjYGzbdyi272uJbfta4lB75zF/3tqBlTG2tjqm1A2OaaOGxLT6wXHiuNqYWjc4KsodwgIo5KZn08dBXSWwAOg3Lj9xTPzdTcsT9VufF1gAHE5HZ1esa2yKF7bui7U7m2Jtw8F4sbEptu49FPtbOo758w6sLI+xtdUxprY6xtYOjJmjh8TccUNj7tihMXLIgG78GwA9RWABvVBLe2c8sWFPPLxuVzy/ZV8s27Y/duzvmWPl+w61x75D7bFi+4FX1Ksry2Lu2KFxxgkjXv6vdlBlj/QAUGoKjYOaP944KID+ZOKIQTF/fG08t2XfK+oPrd0Ve5vbYtigqow6A+hd9jW3x2Prd7/837Jt+6Olvavbv86h9s5Y19gU6xqbEtdGDx0Qc8cOjXnja+PsqSPj1MnDo7qyvNt7AI6PwAJ6gY7Ornhuy754cO2ueGBNYzy+YU+0dXT/P9xHo6W9K57cuDee3Lg3vn7vuijLRSyYOCwWzRwVi2fVx0kTah2zBPot46AAeMkV88YkAouOrnzcsWxHvPn0iRl1BZCtfD4fz2zeF3ev3Bn3rGqIZzbtjZRfn4tqx/7W2LG/IZaubIgv3bUmBlSUxeknDI9zptXFOdNGxvzxtSZNQC8gsICMdHR2xUPrdsVNz26L217YHnua27Nu6bC68hFPbdwbT23cG/+6ZHWMra2Oy08cE1cvGBunThouvAD6lZufMw4KgF+7ct6Y+PxtKxP1m5/bJrAA+pV8Ph9PbNgTN/7PfY5t+1qybumwWju64oE1u+KBNb8+OT18UGVcfuKYuOqksXH21JHCC8iIwAKKqNRCisPZtq8lrn9wfVz/4PqYOmpwvOX0ifGGU8dHfU111q0B9KjdTW3x4NrkOKh544fGpJHGQQH0N1NHDYnZY2oSI1bvX9MY+5rbjVUF+rydB1rihie3xI8e3xTrGpKjmErFnub2+MFjm+IHj20SXkCGBBZQBJv3NMePHtsUP3x8U7fsoigvy8XE4QNjbO3A31omVR31Q6ujproihgyoiIGV5VFWlovyXC468/lobe+Klo7OX++saG6PxoOtLy/t3ri7OdY2HIzmtmNb3r2uoSk+e8uK+PxtK+Oi2fXxltMnxuJZo/yDDvRJtxsHBcDvuHLe2ERg0d6Zj9uWbY+3OGUB9EEdnV2xdGVD/PCxTbF05c7U34+PxuCq8pg6akhMGjHo5fscdUMGRO2gyqgdWBnVFeUxoLLs5XscXV35ONTeGQdbO+JAS0fs3P/r+xsv3efYtu9QbNpz6Jj7+u3wYvTQAfF7p0+M31s4KcYPG3hcf0/g1eXy+XzGE+Sgb3rpH+/vPbIh7l7VEMf6kza4qjxOHFcbc8cNjbljh8bccUNjev2Qbl8Mlc/nY/v+lli2dX88v2V/PLN5bzyxYU/sO3Rsp0AmjhgY779gWrz5tAmWWAF9yu9f90jct7oxUb/nLy6MySMHZ9ARZGvz5s0xceKvb8hu2rQpJkyYkHFHUHxrdh6MS/7lnkR90cxR8e0/XJhBRwA9o6W9M378+Kb4xn3rYtPuQ8f0OWoHVsbpk4fHSROGxbzxv77PMWZodbePmm5p74w1Ow/Gsq37Y9m2/bFs6/54Yeu+aDrGN2vmchEXzhwVbz9zsjdpQg8SWEA3O9DSHt99ZGN8+8H1xzSvsaq8LE6dPCzOnVYX50yvi5Mm1EZlRv8IdnXlY/XOg/Hg2sa4d1VDPLRuV7S0H90y8LohVfGec6fEO8+aHLUDHYcHStueprY4/e+XJN6pdeK4oXHTR87PqCvIlsACfu2Kf703ccqioiwXj/3VJTF8cFVGXQF0j32H2uO/H94Q33rgxWg82HZUf7a6sizOnjoyLpg5Ks6ZVhcz6odEWVk2ezDbO7vi2c374sE1jfHA2sZ4csPeaOs8uvscERFja6vj3eecEG8/c1LUVLvXAd1JYAHdZOf+lvjPB9bHdx/eEAdaO47qz9YNqYor5o2Jy+aOiTNOGBEDq3rniYSW9s64f3Vj3PL89rhj2fbY33Lkf88hAyriHWdNig9eMM0LNqBk/fCxjfG/fvpcov4Xl8+KDy+enkFHkD2BBfzaV5auSV2+/dk3zI+3LpyUQUcAx293U1t8/d618d2HN8bBo7jXMbS6Ii6dOyaunDcmzptR12snLxxq64zH1u+O25dtj1uf337UYUxNdUW886zJ8Z5zT7DTE7qJwAKO0/rGpvj6vevip09sPqpU/qWQ4jXzx8aZU0ZGeUbvLjhWLe2dcceyHfGjxzfF/Wsaj3jkVU11RXx48fR49zkn9NpfWAAKedd/Phr3rmpI1O/+xIVxQp1xUPRPAgv4tRcbm2LxP9+dqJ8/oy6+894zi98QwHFoae+M6x9cH19ZuiYOHOGbFXO5iPOm18VbTp8Yl84dXXKv+Tu78vHIi7vipme3xW0vHF14UVVRFm88dUJ84IKpXhfAcRJYwDHasvdQfHHJqvjJE5vjSHc4lZfl4pI59fG2hZPi/BmjSi6kKGTznub4yROb48ePb44te49shuX4YQPjLy6fFdcsGJfZUVCAo7G3uS1O/7sl0WEcFLyCwAJ+46p/uy9e2Lr/FbXyslw8+pcXx8ghAzLqCuDIdXXl4xfPbIl/vm3VUb2+f/PpE+JNp02ICcMH9XCHxdHZlY/7VjfE9x/dGEuWH/lS8fKyXLzp1AnxkUtmWNANx0hgAUep8WBrfGXpmvjuwxuP+ETF+GED420LJ8ZbTp8Y9UP77hHBzq583LFse3z17rXx7OZ9R/Rn5o0fGn/1mrlx9rSRPdwdwPH50WOb4pM/fTZRNw6K/k5gAb/xtbvXxj/duiJR//vXz4t3nDk5g44AjtxDa3fF39+8LJ7fsv/VHxwRCybUxh9fOC0unTumz7whM82O/S3xo8c2xQ8e23TEIU5VeVm886zJ8aHF06JOYA1HRWABR2h/S3t88951cd39L0ZzW+cR/Zmzp46M918wNS6Y2XdOUxyJfD4fD63dFV+9e23cv6bxiP7MG04dH//7qrkxwn4LoJf6/eseiftWJ5/TjIOivxNYwG9s3NUcF3x+aaJ+zrSR8b0/OiuDjgBe3e6mtvi7m5bFDU9uOaLHnz+jLv540bQ4e9rIyOX6z72Ozq583LNqZ3zz3hfjoXW7jujPDK4qj/eeNyXed8HUGGo5NxwRgQW8is6ufPzo8U3xz7etjF1Nrz6/MJeLuOLEMfHBRdNiwcRhPd9gL/fs5r3xpbvWxB3LdrzqY0cMroq/fu2cuPbk8f3qlx6g92s82Bpn/sOdiaPgc8cOjZs/ahwU/ZvAAl7pdV++P575ndPGZbmIR/7ykhhV4122QO+Rz+fjZ09tib+9cVnsaW5/1cdfOnd0fOSiGTF/Qm0Ruuvdnt60N/797rVx27LtR7TTc+TgqviLy2fFm0+f2K/e0ArHQmABh/HY+t3xmV++kJhDm6aqvCzeeNr4+KPzp8bUUUOK0F1pefTF3fH3Ny+PZzbtfdXHnj+jLv7u2nkxeaR3LAO9w3ce3hB//fPnE/X/dcXs+OMLp2XQEfQeAgt4pW/cuzb+4ebkWKi/fd2J8ftnn1D8hgBSbNjVFH/1s+ePaCrCyROHxV9dNSfOOGFEETorLWsbDsY3710XNzy55YjGhs8bPzQ+c/WJcbr/LaEggQWk2LbvUPzjzSvil89sfdXHluUi3nTahPjIxTP6zHKpnpLP5+PGZ7fF525bEZt2H37u44CKsvjEZbPivedNsZQbyNzvff2heOTF3Yn6fZ9cHBNHeO6nfxNYwCtt3tMc5/1TcizUmVNGxA8/cHYGHQH8RldXPq67/8X459tXRmvH4W+wTxoxKD55xay4av5YUxBexeY9zfHFJavjp09ujiPZz33NgnHxqdfMjrG1FnPD7xJYwG9p7+yK6+5/Mb64ZHUcan/1PRWvmT8m/vzSWTG93omKo9Ha0RnfeWhD/OuS1XGwteOwjz13+sj4wptPjjG1fXdZOdC7bd/XEmd/9s7EUe9TJg2Ln33o3Gyagl5EYAFJr//qA/HUxr2vqOVyEY986uKoH+r3WiAb2/e1xMd//HQ8sObw+xeGDKiIj10yI37/7MkxoKK8SN31DWt2Hoh/uWNV3Pzc9ld97MDK8vjYJTPivedNiYrysiJ0B6XBTwP8j2c27Y1rvvxAfPaWFa8aVpw/oy5+9SfnxVffcZqw4hgMqCiP950/Ne748wvisrmjD/vYB9bsiiu+eG/c+vyr/2MP0BNuem5b6lzaq08aV/xmACgJV80fm6jl8xE3P7ctg24AIm59fntc8cV7XzWsuPzE0bHkzxfF+86fKqw4BtPra+Kr7zgtfvUn58X5M+oO+9hD7Z3xj7esiGu+/MARjc+G/sIJC/q9g60d8YXbV8a3H1z/qsf2ptQNjr9+7Zy4aPbhb7JzdG59fnv8n18+Hzv2tx72cW9bODH++rVzY1BVRZE6A4i49isPxNO/8wIil4t4+FMXx2jvkgUnLCDFtn2H4ux/vCtRP+OE4fHjD56TQUdAf9XU2hF/e+Oy+MFjmw77uNFDB8TfXDMvrpg3pkid9X35fD7uWrEz/vbGZbF+V/NhH1uWi3j3OVPi45fNjMED3POgfxNY0K/dtWJH/O+fPR9b97Uc9nFDBlTERy6eHu8+Z0pUVTiY1BP2t7TH529dGf/9yIbUdzK/ZGrd4PjS20+JE8fVFq85oN/atLs5zv9ccg75WVNHxA/ebw45RAgsoJA3fe3BeHzDnkT9oU9dZGY5UBQvbN0Xf/K9p+LFxqaCj8nlIn7/rMnxF5fPiprqyiJ213+0dnTG9Q+sjy/dteZVx2KPHzYw/vbaE71Rln7NnVf6pX2H2uPPf/R0/OH1j79qWPHm0ybEXZ9YFO+/YJqwogcNra6Mv712Xnz/j86KcYfZV7GusSne8NUH42dPbS5id0B/9atnt6bWr15gHBQAh3fVScmxUBERNz1rLBTQ8254cnO84asPHjasGFdbHd//o7Pi/75unrCiBw2oKI8PLJoWd31iUbzptMO/sWPL3kPxh9c/Hh//0TOx71B7kTqE3sXdV/qde1c1xOX/79644ckth33czNFD4qd/fHZ8/s0Lor7GyI9iOWvqyLjloxcUfIEXEdHa0RV/9sNn4jO/fCHaOrqK2B3Q3/zqmeRNpfKyXFw5r/BzFABERLxm/tjI5ZL1Xz6THoYDdIe2jq74P794Pv78R89E62FeL7/2pLFxy8cuiLOmjixid/1bfU11/PObF8RPPnh2zHiVfag/fXJzXPGv98a9qxqK1B30HgIL+o2m1o74q589F+/6z0dj+/7CpyqqKsriE5fNjBv/9Pw4bfKIInbIS2oHVcaX33ZKfOHNC2JwVeElX9c/uD7e/s2HY+dh/v8JcKzW7DwYy7ftT9TPnV4XIwZXZdARAKVk9NDqOGtK8kbgs5v3HfYdzwDHasf+lnjbNx+Obz+0oeBjhgyoiH95y4L40ttOidqBTlVk4fQTRsRNHzk/Pn7pzKgqL3xrdtu+lnjXfz4af/Wz56LpVUZJQV8isKBfePTF3XHFF++N7z6y8bCPO2vqiLj1o+fHn1w0w/injOVyuXjjaRPi5o+eH6dMGlbwcY9v2BNXfen+eHz97uI1B/QLNxYaB3WYE2AA8NuuOTl9hOAvn3bKAuhej63fHa/90v3xRMrunJecMmlY3PyR8+MNp06IXNoRMIqmqqIs/vTiGXHLx86PM6cc/s2y331kY1z5xfvi0Rfd96B/cEeWPq2jsyu+cPvKeOs3HopNuw8VfFzNgIr4pzfOj+//0VkxddThj+VRXJNHDo4ffeDseM+5JxR8TMOB1njbNx+OnzxhrwXQPfL5fPwqZWRHVXlZXHbimAw6AqAUXTlvTFSWJ28K/uKZLZHP5zPoCOiLfvz4pnj7Nx+OhgOtBR/zh+dOiR994OyYNHJQETvj1UwbNSR+8P6z4p/eOD9qBlQUfNzG3c3x1m88FP9y+8ro6DQam75NYEGftWl3c7zl6w/Fl+5aE12HeS1w/oy6uO3PLojfO2OSdxj0UpXlZfF/rj4xvvjWk6O6Mv1pq70zH5/48TPxL7ev9OIPOG7Ltx2ItQ3JcR2LZo1ydB6AIzZsUFUsmjkqUV/X0BQvbE2OHQQ4Gvl8Pr5w+8r4i588G+2d6a+DqyvL4otvPTk+ffXcqDzM+CGyk8vl4vfOmBS3/dkFcd70uoKP68pH/Ntda+ItX38oNu1uLmKHUFyeqeiTfvH0lnjNF++LJzfuLfiYQVXl8XfXzov/+sOFMW7YwOI1xzF73cnj42cfOjcmjSj8jpB/u2tNfOyHT0drR2cROwP6ml8VGge1IH20BwAUcs3J41Prlm8Dx6O1ozM+9sOn40t3rSn4mMkjB8XPPnRuvK7A8xC9y7hhA+M7710Yf3vtvBhYWXif55Mb98Zrvnhf/OLpLUXsDopHYEGfcrC1I/78h0/HR3/wdBw4zEKihSeMiFs+en6886zJTlWUmDljh8av/uS8WDwr+U61l/zi6a3x+//xaOxpaitiZ0BfUWgc1MDK8rhkTn0GHQFQyi6ZU5964+lXz2yNrsMdBQcoYHdTW7zzPx6JXxxmH87iWaPilx8+L+aMHVrEzjheuVwufv+syXHrx86PM04YXvBxB1o74qM/eDr+/EdPx0ELueljBBb0Gcu37Y9rvnR/3PBU4YS5oiwX/9+Vs+P77z8rJo8cXMTu6E61gyrjuj84Iz504bSCj3l0/e54w9cejBcbkyNdAA7nyY17Y/Oe5N6ji+fUx6CqwnNlASDNoKqKuOzE0Yn6tn0t8dh6C1SBo/NiY1O84asPxGPrCy/X/vDiaXHdH5wRtYOMMi1Vk0cOjh+8/+z4/66cHRVlhd9oe8OTW+KaL98fK7cfKGJ30LMEFpS8fD4fP3psU1z7lQdi3WFuTk+pGxw3fOic+OCiaVF+mCd7SkNZWS4+ecXs+NwbTyr4j/eLjU3xpq89GM9v2Vfk7oBSVuho9WtPMg4KgGPzupPT/w0xFgo4Gs9v2Rdv/NqDsX5X+v6CirJcfO5NJ8VfXD47ytz3KHnlZbn44KJpccOHzokTDrMsfV1DU7zuK/fHDU9uLmJ30HMEFpS05raO+PiPn4lP/vTZaO3oKvi4N582IW780/PipAnDitccRfGWMybG9e9ZGDUD0t/1vKupLd72jYfjkXW7itwZUIraO7vixme3JepDqyviwsOMogOAwzlv+qgYlvJO55uf2xbtnYVfxwC85JF1u+Kt33g4dhcYfVxTXRHf/sOF8ZbTJxa5M3raSROGxU0fOT/efNqEgo9pae+KP//RM/GpG56NlnY7PSltAgtK1uodB+J1X34gbniy8AiomuqK+NLbTonPv3lBDC5wQ5vSd96Muvjph86J8QWWpx9o7Yh3/eejcdeKHUXuDCg1961uSH0R+Jr5Y6P6MIvvAOBwqirK4jXzxybqe5rb4/7VjRl0BJSSu1bsiHf956MFdxWMHzYwbvjjc+Lc6XVF7oxiGTygIj7/5gXxb287JWqqC9/f+v6jm+INX30wNuwyHpvSJbCgJN347NZ43VceiNU7DxZ8zIKJw+Lmj5wfVy8wwqM/mDm6Jn724XNiwYTa1OutHV3x/v96ouCoF4CIiJ8/lT6a43Unjy9yJwD0NdcUeF3i91PgcH7x9JZ4/389UXCqxIIJtfHzD58bM0bXFLkzsnDNgnFx80fOL3jvIyJi2bb98dov3R+3vbC9iJ1B9xFYUFI6OrviH25eHn/yvaeiua3wEbc/PHdK/PgDZ8fEEYVn/NH31NdUx/fff1Ysmpk+tqWjKx8f++HT8Z2HNxS5M6AUHGztiNuXJX+pH1tbHWdOGZFBRwD0JQtPGBFjhlYn6rcv2xGHDvPaBui/vvPQ+vjYD5+Ojq586vVFM0fF999/VoyqGVDkzsjSxBGD4kcfPDv+4OzJBR9zoKUjPvCdJ+Lvb1pm9CAlR2BBydjd1BZ/8K1H4xv3riv4mJrqivj3d54Wn756blRV+PbujwZVVcQ333V6vPak5JH7iIh8PuKvf/58fP2etUXuDOjtbn9he7S0J3+Zv2bBOEsLAThuZWW5uHpB8nfU5rbOWLLc6FLglf79nrXx1794IfLpWUW89qSx8c13nR6Dqoy/7o8GVJTH37xuXnzpbafE4KrCo2u/ed+L8fZvPhw7D7QUsTs4Pu7oUhKe37Ivrv7S/fHAmsKLk+eNHxo3/en5ccW8MUXsjN6oqqIsvvjWU+LtZ04q+Jh/vGVFfO1uoQXwGz9/On0c1LWnGAcFQPcoNGLwFwX+DQL6p6/evSY+e8uKgtffceak+OJbT/FGTeLqBePil396XswcPaTgYx5bvyeu+dID8cymvcVrDI6DZzZ6vZ8+sTne+LUHY8veQwUf8/YzJ8VPPnhOTBppBBS/Vl6Wi7+/dl586MJpBR/zT7euiK8sXVPEroDequFAa9y/uiFRnzW6JuaMHZpBRwD0RSeOGxpT6wYn6ves2hl7mtoy6Ajobb6ydE187taVBa9/ePG0+Ltr50W5E8D8j2mjhsTPP3xuvOHUwm+02r6/Jd789Yfip09sLmJncGwEFvRabR1d8elfPB8f//EzBZdLVVWUxefeeFL8w+vnR3Vl4SNw9E+5XC4+ecXs+NSVsws+5vO3rRRaAPGrZ7ZG2mjg152SviAVAI5FLpeLa05O/tvS3pmPG5/blkFHQG/y5btWx+dvKxxW/OVrZsdfXD47cjlhBa80qKoivvDmBfHZN8wvePKmraMrPv7jZ+JvfvWCvRb0agILeqWdB1riHf/xcPzXQ4WXI4+rrY4ff+DseMsZE4vYGaXoA4umxd+/fl7B65+/bWV8+a7VRewI6G1+8fSW1Po1CwQWAHSvawuMhbrhSe96hf7sS3eujn++fVXB63//+nnx/gsKTxCAXC4Xb104KW7443Ni4oiBBR/3rQfWx7uuezR2O9lHLyWwoNdZvm1/XPvlB+Kx9XsKPuasqSPil396XiyYOKx4jVHS3nHm5PiH188veP2fb18VX7pTaAH90YuNTfHM5n2J+sITRsSE4UYNAtC9TqgbHKdOGpaoP7Vxb7zY2FT8hoDMfenO1fGFOwqHFf/w+vnxjjMnF7EjStm88bXxqz85L86bXlfwMQ+t2xVXf+n+eGFr8nUQZE1gQa9y14od8aavPRhb97UUfMz7zpsS//3eM6NuyIAidkZf8PYzJx02tPjCHaviG/daxA39zc+fSj9dYdk2AD3l9adOSK3/rMC/SUDf9fV71h42rPjHN8yPt585qYgd0RcMG1QV17/njPij86cUfMyWvYfijV97MH75zNYidgavTmBBr5DP5+O6+1+M93378Whq60x9THVlWXzxrSfH/37t3Kgo963LsXn7mZPiH99QOLT4h5tXxPce2VjEjoAs5fP5+HnKOKjK8ly8Zv6YDDoCoD947fyxUVmenEH/86e2RD6fslQJ6JO++8iG+MdbVhS8/tk3zI+3LRRWcGwqysvir66aG//6eyfHgAJ7LVrau+Ij338qPn/biuhKW+oHGXDXl8y1d3bFX/38+fjbG5elLjyNiJg4YmDc8MfnxusKzHuFo/G2hZPis4cJLf7q588VfMc10Lc8vWlvbNjVnKhfOKs+hg2qyqAjAPqD4YOrYvGs+kR94+7meGLD/9/efYdHVaZvHL9n0gshhEACSSD0GkjoTQHBinQFRBTsCmJ3Xde21tWfaxdEwAIKKIg0sWBBqpRA6DXUhB5CSC9Tfn+4srpzJoAmZzLJ93NdXhee54A3uzDlPO/7Pu6PxgVQecxLSdeT87cZ1iwW6ZWhCRpBswJlYFBSjObe0011qwe6vWfC0n0aO2Oj8ottJiYDjNGwgEedLSjRrR+vL3VFe+cGEVo4roda1g0zMRkquxGd6umVocZNC6dTenjOZi3ZftzkVADMtmCT8fZndwNRAQAoK0PauRm+zcIZoNL7bvtxPTJni9xtqHp5SIKGd6RZgbLTOqa6Fo7voU4NItze8+324xr2/i86Xsox7YAZaFjAYw6dztOQiau0Ym+G23uGdYjVJ7d1Vo0QVrmi7A3vWE/PDmhlWLM7nLp3ZopWlvLnE4B3K7Y5tMDgOKjQAF/1aeG66hUAgLLUu3ltVQ/yc7m+eMsxFdmMj8kF4P1W7D2l8TNTZHdzxMRzA1vRrEC5iAwN0IzbO2t0V/cD3LcdydaAd1dqS3qWecGA/0HDAh6x/mCmBk1YpX2n8gzrFov0+NXN9crQNvJ3c84eUBZGd4vXo1c2M6wV2x26Y3qykg9mmpwKgBmW7j6pM/klLtevah2tQD8fDyQCAFQlAb4+6temjsv1swUlWrrrpAcSAShvyQczdef0DSq2Owzrf7uqmW7uGm9uKFQpfj5WPTuwtV4ZmmA4S0mSTuYU6fpJv2jxlmMmpwN+xZNgmG7uhnTdOGWt4UMiSQry89GkUe11V89GsliMXzyBsjSud2ON7dXIsFZQYtetH6/XnhM5JqcCUN7mbkg3vH5d+1iTkwAAqqohSW6OhdrIsVBAZbP7eI5u/Xi9CkqMd1CN691IY3s1NjkVqqrhHevpk9s6KzzYdaefJBXZHBo3c6Pe/nGvnO7OLgPKCQ0LmMbhcOrf3+3Ww3M2u11NEBUWoDl3d9WVraJNToeq7tErm7ndFpldaNPoD9fpaFaByakAlJfMvGIt3e26ejW2RpA6xbs/1xUAgLLUvn4N1YsIdrm+dPdJnckr9kAiAOXhSFaBRn+4TtmFxgONx3SL1yNXGO/8B8pLl4Y1tWBcdzWqFeL2nte/36P7P9ukQjeNNqA80LCAKQqK7Ro/K0XvLk11e0+rumFaMK6HWsdUNzEZ8CuLxaJn+rfS0HbGK6uPnS3UzR+uU1Y+XxyBymDhpiMqsbuuFBrSLlZWK7v7AADmsFgsGmSwy6LE7tRXW456IBGAspaVX6zRH67T8WzjQcbXtY/V09e25IQJeET9miGaN667LmkS6faehZuPasTkNTqZwzBumIOGBcrdyZxCjZj8ixZvdX/23RUtozTn7q6Krh5oYjLgj6xWi14ZmqCr3OzwST2Zq9unJbOyAKgE5ro5amNoO+OjOQAAKC9uj4VK4VgowNsVlth127RkpZ7MNaxf3TpaLw9JYMEMPCos0E8fjemoMd3i3d6zKS1Lg95dpR1Hs80LhiqLhgXK1Y6j2Rr07iptTj/r9p67ejbUpFHtFezva2IywJivj1VvjkhU5wbGR8IkHzqj8bNSZHNzrBmAim/38RxtPeL6vtQxvobq13S/HRoAgPIQHxmidvXCXa6nHM7SgYw88wMBKBM2u0P3zkzRhkNnDOtdGkbojeGJ8vXh0Rw8z9fHqn8OaKXnB7WWj5sG2tGzhbpu0mp9v+OEyelQ1fCqiHLz484Tun7Sah09a7xlzNdq0f8NbaPHr27BagJUKIF+Ppp8cwc1j65mWP9+xwk9tWA7g6cALzV3o/GwbXdHwgEAUN4Gu3kPmufmPQtAxeZ0OvXUgm36Yafxg93m0dU0+eYOCvTzMTkZULqbutTXtFs6KSzQeFFxfrFdd36SrKkr9vNMBOWGhgXKnNPp1AcrD+iO6cnKKzY+Oqd6kJ8+ua2zhnWMMzkdcGGqB/lp2q2dFBMeZFifte6w3v3J/UwWABWTze7QPIMjNgJ8rbqmTR0PJAIAQLo2oY78fFwXcc3deEQOBw+EAG/zzk+pmrUuzbAWEx6kabd2Ulign8mpgAvTo0mk5o3rrviawYZ1p1N6YfFOPTF/m0o4fQLlgIYFylSJ3aEn5m/T81/tkLvP1Q0iQzRvbDd1bVTT3HDARYoKC9S0WzspPNj4g+Rr3+/Rgk2cLQx4kxWpGTqVU+Ry/cpW0XxpBAB4TI0Qf13WvLbL9SNZBVq977QHEgH4s+anHNHr3+8xrNUI9tP02zopKoz5najYGtUK1byx3dWlofFx2ZI0c+1h3frxep0tKDExGaoCGhYoM2cLSnTLR+s1c+1ht/d0aRiheWO7qWGtUBOTAX9e49qh+mB0RwX6Gb9cPjpni9YfzDQ5FYA/a+4G46M1rmvPcVAAAM8a1sF49/nsZONV2gAqnnUHMvW3L7YY1gL9rPpgTEc14nkIvESNEH9Nv7Wzbujk/nSUFXszNPS91Tp8Ot/EZKjsaFigTBw6nachE1dpZWqG23uGdYjV9Fs7KzzY38RkwF/Xvn4NTRjZznDwVLHdoTunJzMQEfACZwtKtMRgQFx0WKC6N470QCIAAP6rZ9NaqlUtwOX6d9uPs3oV8AIHMvJ05yfJKjY4IsfHatHEG9upXb0aHkgG/Hn+vla9NDhBT/ZrIYub8bOpJ3M1aOIqbTjEYk6UDRoW+MvWHcjUoAmrtO+U8QNbi0V6/OrmemVoG/n78kcO3qlPiyj9c0Arw9qZ/BLd+vF6nckrNjkVgIuxeMsxFdtcv0AOSooxbEgCAGAmXx+rhiTFuFwvsjm0aPNRDyQCcKHO5BXrlo/WKSvfuLn43MBWuqx5lMmpgLJhsVh0+yUN9f6o9gpyMyg+M69YN0xZy7HZKBM8PcZfMndDukZNXaszbt6Ug/x8NGlUe93Vs5Es7lqxgJe4qUt93XFJA8PagYw83fXJBhXZjAfNA/C8uRvdHQfl+nAIAABPuL6D8RGFczgWCqiwimx23flJsg66ORLnzksb6sbO9U1OBZS9K1pFa87dXRUV5robUJKKbQ7d/9kmvfnDHjmdbgbbAheAhgX+FIfDqX9/t1sPz9lsuN1RkqLCAjTn7q66slW0yemA8vP41S10ZSvjlTHrDmbqsS+28MYMVED7T+Vqw6EzLtfbxlZX49rVPJAIAABXjWtXU1K9cJfrm9PPas+JHPMDASiV0+nUY19s0fqDrp8zJemqVtH6+1XNTU4FlJ/WMdW1YFwPtaob5vaeN3/Yqwc+36TCEhZ04s+hYYGLVlBs172zNurdpalu72kdE6YF43qodUx1E5MB5c9qtejN4UlqG2v8Z3v+pqOa+PM+k1MBOJ85boZtD2XYNgCggrm+vfFwU3ZZABXPxJ/3af4m4yPb2saF643hibJy9CgqmejqgZp9V1f1beH+mLMFm47qxqlrdTq3yMRkqCxoWOCinMwu1IjJv+jrrcfd3nNFyyjNvquroqsHmpgMME+Qv4+mjO6gmPAgw/q/l+zW9waDfQF4hs3u0BcGDQt/H6v6t6nrgUQAALh3bds6CvRz/ao+L+WIStzsbgdgviXbj+vV73Yb1mLCgzT15g4K8jc+7x/wdiEBvnr/pvZuj82WpA2HzmjQxFVKPckOQVwcGha4YDuOZmvQhFXanH7W7T139WyoSaPaK9jf18RkgPlqVwvUR7d0VLVA1z/rTqf0wGcp2n2cN2WgIli6+5RO5biu7Lm8VZRqhPh7IBEAAO6FBfrp6tZ1XK5n5BZr6a6THkgE4H/tOp6tBz/fZFirFuirj2/pqFrVjM/5ByoLH6tFT/RrqZcGJ8jHzU6itMwCDZ64Wiv3ZpicDt6MhgUuyI87T+j6Sat19GyhYd3XatH/DW2jx69uwXZHVBlNo6pp4o3tDN+Y84rtun36emXmFXsgGYDf+3z9YcPrIzoaH7kBAICnXe/myEJ3RxwCME9mXrFun5asvGLX8/l9rBZNvLGdmkQxIw1Vx8jO9TTtlk6GCzolKafQptEfrdPMtcbfy4D/RcMCpXI6nZq6Yr9un278ZixJ1YP89MltnTWMBz+ogi5pUktP9mthWEvLLNDYGRvYug940InsQv1ksBo1JjxI3RtFeiARAADn16VhTcXWcD1+9KddJw13DQIwR4ndoXs+3aD0MwWG9af6tdAlTWqZnArwvB5NIjVvbDfFRRgfnW13OPWPeVv14uIdsjucJqeDt6FhAbdK7A49MX+bXli8U043ryUNIkM0f1x3dW1U09xwQAUyplu8hncwbtit2Z+pZxdtNzkRgN98sSFdRp+Hh3WIY0cgAKDCslotus5gl4Xd4dT8lCMeSARAkv65cLvWHsg0rI3oGKfR3eLNDQRUII1rV9P8sd3VoX4Nt/dMWXFAd3+6QfnFNhOTwdvQsIChswUluuWj9aVu1+rSMELzxnZTg8gQE5MBFY/FYtHzg1qrY7zxm/Knaw7rkzWHTE4FwOFwanZymst1i0W6voPxURsAAFQUQ9sZv1fNTk6T092KMgDl5pM1hzTDzTOSjvE19NzA1rJYWBCDqq1maIA+vb2zBibWdXvP9ztO6PpJv+i4m2PnARoWcHHodJ6GTFyllanuB+IM6xCr6bd2Vngww0oBSfL3teq9Ue0VE268/fHZhdv1y77TJqcCqra1BzJ16HS+y/WeTWuprpu/qwAAVBRxEcHq3th1J/vek7naeDjL/EBAFbZ6X4b+udB453xMeJDeG9Ve/r48YgMkKdDPR28OT9SDfZu6vWf70WwNnLBS246cNTEZvAWvpviDtftPa9CEVdp3Ks+wbrFI/7imuV4Z2oY3Y+B/RIYGaPLN7RXk5+NSszmcumfGBh02eHgKoHy4G7bt7gg3AAAqmuvbG79nfbaOwaWAWQ6dztPYGRsNz90P8vPRlJs7KDI0wAPJgIrLYrHo/r5N9NaIRPn7GD8/PJFdpOsn/aIl24+bnA4VHU+ccc7n6w9r1AdrdSa/xLAe5OejSaPa685LG7HNEXCjVd3qen1YW8NaVn6Jbp++XrlFnNUIlLez+SX6epvrB9+aIf7q0yLKA4kAALh4V7WOVligr8v1RVuOKrvQ+HsbgLKTW2TTHdOTleXmOckbw9uqZd0wk1MB3mNgYoxm3dlZNUOMT2gpKLHrrk83aMry/Rx3iHNoWEB2h1MvLt6hx+ZuVYnd+MUhKixAc+7uqitbRZucDvA+VyfU0QN9mxjW9pzI1cOzN/FGDJSzBZuPqNjmcLk+tH0sOwQBAF4j0M9HQwxmWRSWOLSA4dtAuXI4nHro803acyLXsP5g36a6qnUdk1MB3qd9/QjNH9ddjWuHGtadTunFr3fqH/O2qcTu+h0OVQ/f2Ku4nMIS3TE9WVNWHHB7T+uYMC0Y10OtY6qbmAzwbvdd1kRXtzZu8H23/YTeW7bP5ERA1eF0OjVrneuwbUkaxnFQAAAvM7JzPcPrM9YeZhEMUI7eW7ZPS3acMKxdkxCt8Zc1NjkR4L3iIoI1955uuqRJpNt7Zq07rDEfrdPZAnYQVnWue0v/JJvNpuPHOXPMmxw9U6BHvtik/afcn6nfs1mk/tkvTracDKXnmBgOqAQe6lZTu/Yd1F6DFTkvz8lQbWueujR0HaQI4K/ZeSxbW3fvd7neJra6AouzlJ6eZX4ooBI7duyY4Y8BlI1gSS3DSrQl/Y+DSbdlZ+i7dRFqHRPukVxAZbZm/2m9/MUmGfUEm0SF6sGuNXX0KLucgIv1XN86es2RrfkpRw3ryzZm6JpDaXp9WKJiagSZnA5/RXR0tHx9y6bVYHGW0ZKM9PR0xcWxahEAAAAAAAAAgKoiLS1NsbGux1j+GRwJBQAAAAAAAAAAPK7MdlhwJJSxY8eOqVOnTpKkdevWqU4dzw1ksjuceu/nVH265rDbeyJC/PXKdQlKYFsxUKZmrDmod34ynltxdUK0nr62pSwWi8mpKqeK9LoL881POaKXv9nlcn1gUl09fnULDyQCKj9edwFzvL5kt2Ynp7tcf/SqZhpqMJgblRevu+XD6XTquUU79M0242db913WWCO71Dc5FVC57TqWrUe/2KJTOUVu77mle7zuuKShrFbPPTPhdff8yvJIqDKbYeHr61tm2z4qqzp16njsf6PcIpvun5WiH3flyzfMeMBNizphmjq6g2LCOSMOKGt/Gxqjw0XBWrzV9Wzv7w/ZdGm6XTd1jTc/WCXnydddmM/pdOqbLw8Yvs/ddXVHxcaGmx8KqGJ43QXKz53XhOnLPYUu1789UKL7+sew+KWK4nW37Ez/5aC+P2wz/CzZr00dPTo0ib9nQBmLjZW+adpQt09fr21Hsg3v+WRrro7ZTuiN4W1VLdDP5ISueN0tfxwJVQWkZeZr6MTV+nHXSbf3XNEySl/c3ZVmBVBOLBaL/u+6NmpSO9Sw/uyiHdpwKNPkVEDlsiktS9uPun7IbRNbXW1oVgAAvFzz6DC1qxfucn3nsWxt/p+B3AAuTvLBTD23aIdhrWlUqP5vaBuaFUA5ia4eqNl3ddUVLaPc3vPDzhMaMnG1DmbkmZgMnkLDopJbuTdD/d9dqd0nctzeM7ZXI00a1V4hAWW24QaAgZAAX71/U3tVM/i7ZnM4dc+nG3Uyx3XVHIAL4+7Iw1Gd2boPAKgcRrp5T5u11v2xvwBKdzK7UPfM2Cibw/XE9GoBvnr/pg48LwHKWbC/ryaNaq+7Lm3o9p69J3M14N2VWrbnlInJ4Ak0LCopp9OpKcv36+YP1yorv8TwHn8fq14f1lZ/u6q5R8+BA6qShrVC9frwRMPayZwijZuxUSV2h7mhgEogK79YX2056nI9LNBX/dvW9UAiAADKXr+EOqoW6PrgdOHmo8opNP7eB8C9YptDY2dsdHt+/hvDE9UgMsTkVEDVZLVa9Pg1LfTykAT5unlOmV1o0y0frdOU5ftVRmOZUQHRsKiECortuv+zTXrx650yWCAgSYoM9desO7toCMPZANNd3jJK913W2LC2/uAZvbh4p8mJAO/3xYZ0Fdlcm31D28cqyN/HA4kAACh7Qf4+GpIU43K9oMSuBZtcG/cASvfi4h1KPnTGsHbfZY3Vt5QjagCUjxGd6mnmHV1UM8TfsO5wSi9+vVMPzd6swhK7yelgBhoWlUxaZr6GvrdaCze7/7DaPLqa5o/rrvb1a5iYDMDv3d+3qXo1q2VY+3j1QS0q5e8wgD9yOp2a4eYojBs5DgoAUMnc0Lme4fVP1xxitSlwERZtPqppvxwyrPVqVkv3921qciIAv+nUIEILx/dQ65gwt/fMSzmi6yf9omNnC0xMBjPQsChn0dHRSktLU1pamqKjo8v1v7UqNUMD3l2pHcdcB47+pl9CHc29p5tiawSXaxYApfOxWvTm8ETFRRgPuv/73C1KPZlrcqrKwczXXVQMq/ed1gGD4WtdGkaosZtB9wAAeKvm0WFKMhi+vet4jtYfNF4pjsqFz7t/3b5Tufr73C2GtXoRwXpzeKJ8ODob8KiY8CDNuaubBpRyxO/WI2fV/52V+mXf6XLNwuuuuWhYlDNfX1/FxsYqNjZWvr7lM6TJ6XRq6or9uumDtTrjZl6FxSI9dlVzvTsyiWFRQAURHuyv90d1UKCf60txXrFdY2dsUH6xzQPJvJsZr7uoWD5dY7wyblQXdlcAACondzsIp/1y0Nwg8Ag+7/41BcV2jZuxUXnFrkfJBPpZNWlUe4UHGx9FA8BcQf4+emtEov5+dXNZ3PQQM3KLNeqDtXp/2b5y22nI6665aFh4ubwim+7/bJNeWOx+XkVYoK8+GtNR9/RqJIu7v90APKJl3TC9NDjBsLbnRK6enLeNrf1AKU5kF2rJjhMu1yNDA3RFS1a+AAAqp2vb1FGNYD+X699tO64T2YUeSAR4j6cXbNOu4zmGtRcHJahlXfdH0AAwn8Vi0d09G+nDMR1VLdC4WWB3OPWvb3bprk82KLvQeDE3vAcNCy+2+3iOBry7stR5FU2jQrXw3h7q1ay2ickAXIwh7WJ1Qyfjs4i/TDmiz9anmZwI8B6frUuT3aBjP6JjnPx9+ZgDAKicAv18NMLg86PN4dRMN3OdAEizk9M0Z0O6YW1ExzgNbR9rciIAF6p3s9paMK67GtYKcXvPkh0nNPDdVdp13P1x+aj4+CbvpeZuSNfACSu175Trmd2/uSYhWvPGdld8pPu/yAAqhmf6t1QrNyt5nlm4XduOnDU5EVDx2ewOzVrn+lDGanE/kBQAgMrixs71ZHTE/sx1h1Vsc5gfCKjgdh3P1tMLthnWWtQJ0z8HtDI5EYCL1bBWqOaP666+LdwvzD6QkadBE1ZpXopxcxIVHw0LL1NYYtff527Rw3M2q7DE+EOoxSI9emUzTRjZjnkVgJcI9PPRxBvbGW5vLLY5dM+MDTpbwLZG4Pd+3HVSxw2OvbiseW3FhBsPtAcAoLKIrRGsvi2iXK6fyinSt9uPeyARUHHlFtk0dsZGw+cooQG+mnhjOwX6+XggGYCLFRbop8k3ddCjVzYzbNxLUmGJQw9+vllPzd+mIpvrvBpUbDQsvMiBjDwNnri61ONhwgJ99eGYjhrXuzHzKgAvU79miF67vq1hLS2zQI/M2cw8C+B3pq0+aHj9RoZtAwCqiJu7xhten+7mPRKoipxOpx7/cqv2uzmh4v+ua6MGnEwBeBWr1aJxvRtr+q2dFRHi7/a+T9Yc0vD31yj9TL6J6fBX0bDwEt9sPab+76zUzmPuz2BrE1tdi++7RL2ZVwF4rStaReuuSxsa1r7fcUJTVuw3ORFQMe06nq3V+067XI+LCFLPJrU8kAgAAPN1b1zT8Czv5ENnOFIU+I9P1x7WIjezP8d0i9c1CXVMTgSgrPRoEqnF9/VQUr1wt/dsSsvSNW+t0Lfb2H3oLWhYVHBFNrueXbRd98zYqNwim9v7Rnetrzl3d1VcRLCJ6QCUh0eubKZO8RGGtVe+3a11BzJNTgRUPB+vOmh4/aYu9WV1ty8YAIBKxmKxaLSbXRaf/HLI3DBABbQlPUvPL9phWGsbF65/XNPC5EQAylqd6kH6/M6uGtMt3u092YU23f3pBj29YJsKSzgiqqKjYVGBpZ7M1eAJq/WRm4cykhTi76N3bkjSswNbK8CX8xaBysDPx6p3RiYpMtR1W6Pd4dS9MzfqVE6RB5IBFUNmXrHmpRxxuR7k56PhHRi2DQCoWoa0i1GIv+t3wfmbjigrv9gDiYCK4Wx+icbO2Khiu+vciupBfpowMkn+vjwWAyoDf1+r/jmgld4akaigUubRTP/lkIZMXK19p3JNTIeLxStzBeR0OvXZusPq/85K7SjlCKjm0dW0aHwP9W9b18R0AMwQFRaot0ckGQ6QOplTpPs/S5HdwTwLVE2z1h1Wkc31i+fQ9jGqHuzngUQAAHhOtUA/DW0f63K9yObQ7GT38w+ByszpdOqRLzYr/UyBYf31YW0VW4MTKoDKZmBijOaP666Gpcyl2XEsW/3fWakvNqQzJ7SComFRwWTlF2vsjI36+5dbVVDKFqVhHWI1b2x3NawVamI6AGbq1jhSD13e1LC2et9pvfnDHpMTAZ5XYne4PeJiTLcGJqcBAKBiuLlrfcPrn645zCIXVElTVxzQ9ztOGNbu7tlIfVpEmZwIgFmaRVfTwvE9NDDR/QLv/GK7HpmzWffOTGE3YgVEw6ICWbP/tK5+a4W+KWUITKCfVa9e10b/d11bBRls+wVQuYzt1Vi9mhkPEH7np1Qt3X3S5ESAZ32z7biOZxe6XL+0aS01rk0THwBQNTWuXU3dGtV0uX44M18/7eLzIqqW5IOZevnbXYa1TvEReuQK40VhACqP0ABfvTk8Uf93XZtSj4havPWYrnxzuVbuzTAxHc6HhkU5ys3N1fLly/Xvf/9bw4YNU4MGDWSxWGSxWBQfH3/uvsISu57/aodumLJGx866PoT5Tf1wP7U//ZMeH9FbQUFBqlWrli699FK9//77stncD+QG4L2sVoveGJaomPAgw/qDn2/SkSzjbc4w1qtXr3Ovxef7BxXPR6sOGF6/pXu8uUEAAKhgbnYzfPuDlfvNDYIyd6GfXXv16uXpqB53OrdI9840Pj63Zoi/3hmZJF8fHoUBVYHFYtGwDnFaNL67mkdXc3vfiewijfpgrSL63KGbxtx60f+db7/9VkOGDFFsbKwCAgIUGxurIUOG6Ntvv/0r8as0X08HqMz69++vn3/+udR7Nqdl6aHZm7TvVF6p93WsnqdFz9+u5fk5564VFhZqxYoVWrFihT7++GN99dVXqlnTdVUNAO9WI8RfE25sp+snrVaJ/Y8fvLPyS3TvzI36/M6uDIxDpbcpLUsph7NcrjeMDFHPJsY7kQAAqCr6tqitmPAgl8Usa/ZnatuRs2odU91DyQBzOBxOPTh7s+FuXItFemtEkqLCAj2QDIAnNa5dTfPHddcLi3fo0zWH3d4X1nGQNpScveD3TKfTqbvvvluTJ0/+w/UjR45o3rx5mjdvnu68805NmjSJBZEXiadb5ej3g1tq1Kihyy+/XKGh/zmuwuqj15bs1pD3VpfarKgR7KexCVZ9+eQNKsrPUVRUlN5++22tXbtW33zzjYYMGSJJWrNmjYYMGSKHw3UIKQDvlxgXrif7tTSspRzO0svfGG95hnsdOnTQ1q1bS/0HFYu73RVjusfLajShHgCAKsTXx6ox3eINa1NXsMuiMrjnnntK/ez60UcfeTqiR01Ymqrle04Z1u7v00Q9mkSanAhARRHo56MXBiVo0qh2shdku70v36+6Bk1YpdeX7FaxrfRnrE8++eS5ZkVSUpJmzZqldevWadasWUpKSpIkTZ48WU899VTZ/UaqCIuTcejlZvLkyQoNDVWnTp3UuHFjSVJ8fLyOFlhVd+CjUkS9Un9+j8aRemVIK/XqnKTU1FSFhYVp48aNatSo0R/uGzdunCZOnChJmjZtmm6++eby+Q0B8Cin06nxs1L01ZZjhvVJo9rpqtZ1TE7lfXr16qVly5apZ8+e590Fh4rjRHahur/8k2z/s72/WqCv1jzeRyEBbBoFPCU9PV1xcXGSpLS0NMXGxno4EVB1ZReWqNu/flJu0R+PDPa1WrTisd6qU934mFFUbL+tzH3mmWf0z3/+07NhKqjVqRka9cFaGc2Yv6RJpD6+pZN8WOACQNKjT7+gbcGJ2plV+mtC8+hqevW6tkqIdd1tkZqaqhYtWshms6lDhw5avny5goL++x6bn5+vnj17Kjk5Wb6+vtq1a5fL81y4xw6LcnTnnXdq5MiR55oVhSV2qc0A1Rn9ZqnNCn9fq57s10LTb+2k1T9+o9TUVEnS448/bviH+9VXX1WNGjXO/RhA5WSxWPTy0DZqGBliWH90zhYdOl368XKAt/p0zSGXZoUkDe8QR7MCAID/CAv00/COcS7XbQ6nPl590PxAgAlOZhfqvs82GTYrosIC9MbwRJoVAM559bkn9fVj/fTsgFYKKOVo7V3HczRo4iq9+t0uFdnsf6i98cYb5+YJv/POO39oVkhScHCw3nnnHUmSzWbTm2++Wba/iUqOhoVJftl3Wle/tUJqeaUsVvfT6dvEVtfX9/XQ7Zc0lNVq0fz588/VxowZY/hzgoODNWzYMEnStm3btHfv3rKMDqACCQ3w1cRR7QzfVHOKbBo7Y+OvzVGgEikssWvmWtezRq0WabSboy8AAKiqbukeL6NnszPXHlbe/+y8ALydze7Q+Fkpysgtcqn5WC16d2Q7RYYGeCAZgIrMYrFodLd4fTW+hxrXdD/bxu5wasLSfbr27ZVKPpgp6dfTLxYsWCBJat68ubp06WL4c7t06aJmzZpJkubPny8OObpwNCzK2dmCEv197hbdMGWNDmS4X/nsa7Xoocubau493dS49n8n169YsUKS1KxZM0VHR7v9+T179jz345UrV5ZBcgAVVfPoMD0/qLVhbfvRbD3/1Q6TEwHla+7GdJ3OK3a53rdFlOIigj2QCACAiiu2RrCuTnA9JjSn0KbZyWkeSASUnzd+2KO1BzINa3+7spk6xkeYnAiAN2kSVU3vDWmgrNWfyelwv/hz78lcXTfpFz0xb6u27krVkSNHJP3xeayR3+rp6ek6ePBgmeWu7GhYlKNvtx1T39eX6bP1pX8obBoVqvnjuuu+Pk3k5/Pf/0tyc3OVnp4u6deOXWl+X9+5c+dfSA3AGwzrEKfr2hufET5j7WEt2HTE5ETeZ9euXerYsaOqVaumwMBAxcbGauDAgZo+fbpKSko8HQ//YXc4NWW58aDQW7o3MDkNAADe4fYexu+RH646ILvRuTnwCnPmzFGzZs0UFBSkatWqqUmTJho9erSWLl3q6WgesXTXSU1Yus+w1rdFbd1xSUOTEwHwRn4+Vp1d8amOTXtQISVZpd47Y+1hjZq5R8HNukvieW15oWFRTl5cvEN3f7pRp3JctyX+xtdq0X2XNdbCe3uodYzrAJf09PRz24XON7zwt0GH0q/DDgFUfs8PbK1mUdUMa49/uVWpJ3NNTuRdTpw4oeTkZOXm5qqoqEhHjhzRwoULNXr0aCUmJvJhooJYsv24Dp7Od7meEFNdXRqyYg4AACNJ9WqoQ/0aLtfTMgv0/Y7jHkiEsrBjxw7t2bNHhYWFys3NVWpqqqZPn67LLrtMgwcP1tmzZz0d0TRHsgr04OxNhrWY8CD9+/q2sjK3AsBFKDm5X+1P/6AH+jaRbymvH9klUq1Bj6tG79t4XltOaFiUkytbuT++SZKUcUBf3ddDD13RTIF+xjMtcnJyzv04NDS01F8uJOS/Q3hzc3lICVQFQf4+mnBjOwX7u76G5BfbNXbGBuUXc07x/7JarerTp49ee+01/fDDD0pJSdHy5cv15ptvqkWLFpJ+/TLYu3dvHT7sOjcB5nE6nZq0zHjV3F09G8pi4UsoAADu3H6J8S6LKSsOmJwEf1VwcLBGjBihKVOmaMWKFUpJSdGSJUv0xBNPqGbNmpJ+PR994MCBVWKncLHNoXtnblRWvuvv1c/Hook3tlN4sL8HkgHwdlY59UDfplp4bw+1qhvm9j6n06G83St5XltOaFiUkw7xEbqpS33XQkmRMn+YLP34mppHu/+DL0mFhYXnfuzvX/qbbUDAf4dIFRQUXFxYAF6rce1Q/WtIgmFtz4lcPTl/G4Od/seXX36pH374QQ899JD69OmjxMREXXLJJbr//vu1efNmjR49WtKvOzAeeOABz4at4tbsz9TmdNeVgvUignXV+RYGAABQxV3eMlr1DGY9bTh0RhsPn/FAIvxZR44c0axZs3T77berR48eSkxM1OWXX64XXnhB27dvV1JSkiRp2bJleu+99zyctvy9/M0upRzOMqw92a+l2saFm5oHQOXTsm6Y5o/rrsevbq5AP9fH5zkbv1bx0d08ry0nVb5hYbPZZLFY/vI/H3/8scuv/bermik67L+T5i9tWkv69gXlbFgoXcADxMDA//7c4mLXYaO/V1T036OngoKCLuB3DqCyGJgYoxs71zOsfbnxiOYkp5uc6K8rz9fm8PBwt/9dPz8/TZ069dw5k/PmzTs3TAvme3+58e6KOy5pIF+fKv8RBgCAUvlYLbq1e7xh7QN2WXiV0j6/RkVF6Ysvvjj30Oydd94xKZVnfLvtmD5cZfznt19CHd3c1WDhKAD8CX4+Vt3Vs5G+f7Dnr890/yPEWqKs5dMk8by2vPBtvxxVC/TT84Naq0awn94cnqhpt3SU8jIv/OdX++/Z9OfbNpSXl3fux+fbjgSg8nnq2pZqHWO8a+upBdu081i2yYm8l6+vr2677bZz/75s2TIPpqm6dh7L1s+7T7lcjwjx13Xt4wx+BgAA+F/Xd4hTWKCvy/Vvth3TgYw8g58Bb9SwYUNdfvnlkqTU1FQdPXrUw4nKx6HTeXp0zhbDWoPIEL08NIEjQwGUubiIYE27paPeGpGomiH+uqLmWTmLf90twfPa8uH6yaWK8fX1LZPBqnXq1DG8fnnLKC3/W29VC/S76F/z94Nb0tNLXyH9+8Etvx/oAqBqCPTz0cSR7dXvnRXKKfzj3Ioim0NjZ2zUwnu7/6nXIk8o79fm82nZsuW5H7PDwjOmLN9veH1Mt3gFGcxtAQAArkICfDWyc32XmVAOpzTp53165bo2HkqGstayZUstXrxY0q+fX+vWrevhRGWrsMSusTM2KqfIdUZfgK9VE0a285rvOgC8j8Vi0cDEGPVpEaWfv/9Wb/7nOs9ry0eVb1hIOnf0R3n5s2+aoaGhiouLU1pamnbt2lXqvb+v/zY0FkDVUq9msF69rq3u/nSDS+1ARp4e/3Kr3rkhyWtWHZX3a3NpmPvhWUeyCrRws+vKwCA/H+P5UAAAwK1busfrw5UHVGx3/OH6lynpur9vE9UN54iKyqCyf3597qsd2n7UeNf4cwNbqWUpw3EBoKyEBvj+YYEjz2vLB0dCVXA9evSQJO3evVvHjx93e9/vjyzp3r17uecCUDFd1Tpat/VoYFj7assxfbrmkMmJvNOOHTvO/biyrU7zBh+uPCCbw/VL9/COcaoRUvpQMwAA8EdRYYG6rkOsy/USu1NTVhjvaIT3qcyfX+enHNHMtYcNa0PbxWpYB1YtAzBPgwYNzr3Onu8I6eXLl0uSYmJiFB8fX97RKg0aFhXcoEGDzv3YaHisJOXn52v27NmSft0G2rRpUxOSAaioHruquZLqhRvWnv9qp7akZ5max9vYbDZ9+OGH5/790ksv9WCaqicrv1iz1rl+IfWxWtw24wAAQOnuvrSRfKyuu2xnrTusjNwig58Bb7J//359//33kn6dZxETE+PhRGUn9WSO/jFvq2GtaVSonh/Uymt2kAOoHCwWiwYOHCjp1x0Ua9asMbxvzZo153ZYDBw4kNeqi0DDooIbPHiwGjVqJEn617/+pX379rnc8+ijj+rMmTPnfgygavP3terdke0UHux6HF2x/dd5FmfzSzyQzPOWLl2qrKwst/WSkhLdfvvt5z5U9O/fn3MmTfbpmkPKL7a7XO/fpo7iIoI9kAgAAO9Xr2awBrR1XXVfWOLQR6sOeCARLtSiRYtks7nObfjNiRMndN1116mk5NfP9+PGjTMrWrnLL7bpnk83Gn42DPb30cQb2ynYn5POAZjvgQcekK/vr68/48ePV0FBwR/qBQUFGj9+vKRfZ3Q+8MADZkf0aryyl6PU1FStXLnyD9d+mx6fm5vrsmPiqquuUnR09B+u+fn56e2331b//v2VnZ2t7t2768knn1SnTp105swZTZkyRXPnzpX06/FRN910U/n9hgB4jZjwIL0xLFG3fLzepZZ+pkAPz9msKTe3r3Id/mnTpmnAgAEaMGCAevXqpWbNmiksLEy5ubnasGGD3n///XPDvmvXrq233nrLw4mrlrwimz5YafzQ5M5LG5mcBgCAyuWeXo00L+WIy/Xpqw/prp6NFMbA4gpp/PjxKikp0dChQ9W1a1fFx8crKChIGRkZ+vnnnzVp0iSdPn1a0q/PBCpLw8LpdOrJ+du092SuYf1fQxLUuHY1k1MBqAxWrlyp1NTUc/+ekZFx7sepqakuz2vHjBnj8ms0bdpUjzzyiF5++WUlJyere/fueuyxx9SoUSPt27dPr7zyilJSUiT9uri8SZMm5fJ7qawszso+mcmDPv74Y91yyy0XfP/SpUvVq1cvw9qUKVN07733qri42LDeqVMnLV68WJGRkX8mKoBK6v++3aWJP7vuzJKkJ65poTsubWhyIs8aM2aMpk2bdt77EhIS9Nlnn/1hmBbK36Rl+/TyN65Dyy5tWkvTb+3kgUQALkR6evq53WhpaWmKjXU9Kx9AxXDn9GQt2XHC5fqjVzbTuN6NPZAI5xMfH69Dh84/h27o0KGaOnWqwsPDyz+UCWatO6zHvzQ+CurGzvX04uAEkxMBqCwu9LnAb9w9Onc4HLrjjjv+cKT0/7rttts0efJkWa0ccnQx2GHhJe644w517dpVb7/9tn788UcdPXpUISEhatGihW688Ubdfvvt57YiAcBvHrq8qZIPndG6A5kutZe/3aWkeuHqEB/hgWSe8dhjjykxMVG//PKLduzYoVOnTikzM1MBAQGKiopShw4ddN1112nw4MHy8fHxdNwqJb/YpinLjQd/ju3F7goAAMrCuN6NDRsWH6w8oFu7N1CQP59/Kppp06Zp2bJl+uWXX7R//35lZGQoOztboaGhiouLU7du3TR69Gh17drV01HLzLYjZ/XMwu2GtdYxYXrqWhYVAfA8q9WqDz74QEOHDtXkyZO1fv16ZWRkKDIyUh07dtRdd92lq6++2tMxvRI7LACgkjuZXahr3l6hjFzXHVrRYYFafF8P1QwN8EAy4L8mL9+nl7523V3RuUGEPr+r8nwBByojdlgA3uWmD9Zqxd4Ml+vP9G+pW7o38EAi4L/O5pfo2ndXKC2zwKVWLdBXi8dfono1mWsGAJUZ+1EAoJKrHRaot0ckyWhcxfHsQj04e7McDnrX8JyCYrsmu9ldcX8fzvoEAKAsje1lfPTT5OX7VWxzmJwG+C+Hw6mH52wybFZI0qvXtaVZAQBVAA0LAKgCujWO1IN9mxrWlu85pYk/pxrWADPMWHvIcAdQx/ga6tqopgcSAQBQeXVpGKF29cJdrh87W6i5G9PNDwT8x/vL9+uHnScNa3de2lBXtY42OREAwBNoWABAFXFv78a6pEmkYe317/do9T7XowGA8lZYYtf7bndXNJXFaGsQAAD40ywWi+69zHiXxbs/parIZjc5ESD9su+0Xv3O9XhQ6ddFLI9e2czkRAAAT6FhAQBVhNVq0ZvDExUdFuhSczil+2Zt0snsQg8kQ1U2a91hncopcrnerl64ujdmdwUAAOWhd7PaalEnzOX6kawCzV6f5oFEqMpOZhdq/KwUGZ1SGxnqr3dHtpOfD4+vAKCq4BUfAKqQmqEBemdkknysrqvWM3KLNH5Wimx2zi6GOQpL7Jq0bJ9h7f6+7K4AAKC8WCwW3d/HeJfFOz+lqrCEXRYwh83u0L2zUpSR67qAxWqR3r4hSVEGC64AAJUXDQsAqGI6xkfob262VK89kKk3f9hrciJUVbOT03Qi2/XLaWJcuC51c3wZAAAoG1e2ilaruq67LE7mFOnTNYc8kAhV0atLdmvdgUzD2sNXNFO3RnwmBICqhoYFAFRBd1zSUH1b1Dasvbs0VUt3Gw+7A8pKkc2u9352s7uiTxN2VwAAUM4sFosevqKpYW3Ssn3KK7KZnAhVzZLtx/X+MuNZZn2a19Y9PRuZnAgAUBHQsACAKshqtejf17dVTHiQYf2hzzfpaFaByalQlcxce1jHzrrOTGkTW129mtXyQCIAAKqe3s1qKzEu3OV6Rm6xpv1y0PQ8qDoOnc7Tw3M2G9ZiawTptWFtZTU4xhYAUPnRsACAKio82F8TbmwnPx/XLwJn8ks0dsZGFdk4vxhlL7fIpnd/SjWssbsCAADzWCwWPXKF8VGhk5fvV05hicmJUBUUlth1z6cblVPouovH38eqiTe2U3iwvweSAQAqAhoWAFCFJcaF68l+LQ1rm9Ky9OyiHSYnQlUwdcV+nc4rdrmeEFNdlzU3PqoMAACUj+6Na6pTgwiX61n5Jfpw5UHzA6HSe3bRdu04lm1Ye2ZAS7WJDTc3EACgQqFhAQBV3M1d66tfQh3D2sy1hzU7Oc3kRKjMMnKLNGW58VnFf7uqGbsrAAAwmcVi0cOXG8+ymLpiv7LyXRcZAH/WFxvSNWud8feLwUkxGtmpnsmJAAAVDQ0LAKjiLBaLXh6aoIaRIYb1J+dv09b0syanQmU1YWmq8opdjxrr1qimejSO9EAiAADQuWFNXdLE9X04p8imKSuMFxoAF2vnsWw9OX+rYa1pVKheHNyaxSsAABoWAACpWqCfJt3UXsH+Pi61YptDd3+6QWcMjvABLkZaZr5mrDlsWHvsquZ8QQUAwIMecrPL4qNVB3Uyp9DkNKhssvKLddcnG1RY4nCphfj76L1R7RXs7+uBZACAioaGBQBAktQ0qppeva6tYe1IVoHu+yxFdofT5FSoTN74YY+K7a5fUq9JiFbbuHDzAwEAgHOS6tUwnCWVX2zXG9/v9UAiVBZ2h1P3fbZJhzPzDeuvXNdGjWqFmpwKAFBR0bAAAJzTr00d3XFJA8Pair0Zem3JbpMTobLYdTxb81KOuFz3sVr08BXNPJAIAAD8L3e7LD5ff1h7TuSYnAaVxWtLdmv5nlOGtTHd4nVtm7omJwIAVGQ0LAAAf/DYVc3VpWGEYW3iz/v03fbjJidCZfDqt7vlNNigM6xDLCvqAACoIFrHVFf/tq4Pjx1O6V9f7/RAIni7b7Ye08Sf9xnWOtSvoX9c08LkRACAio6GBQDgD3x9rHp3ZDtFhwUa1h+evVn7TuWanArebP3BTP2466TL9QBfq+7vY7ySEwAAeMbfrmwmfx/XRwVLd5/Syr0ZHkgEb7XnRI4enrPZsBYVFqCJo9rJ35fHUgCAP+KdAQDgIjI0QO+Namf4ZTW3yKa7P9mgvCKbB5LB2zidTr38zS7D2pju8YqubtwYAwAAnhEXEaxbuscb1l5YvIOZZrggZwtKdNcnG5RfbHep+flY9N6o9qpdjc+BAABXNCwAAIaS6tXQMwNaGtb2nszV377YIqfRGT/A7yzcfFQbDp1xuR4W6KuxPRt7IBEAADifsb0bq0awn8v1XcdzNHdjugcSwZs4HE499PkmHcjIM6w/N7C12tWrYXIqAIC3oGEBAHBrZKd6GtYh1rC2uJTzaAFJyi+26V9fG++uuKdXY1U3eBACAAA8r3qQn+7v08Sw9tqS3covZqct3Hvrx72Gx4FK0g2d6umGTvVMTgQA8CY0LAAAblksFj03sLUSYqob1v+9ZLd+2HHC5FTwFu/9vE/HswtdrseEB2lMt3jzAwEAgAs2snN9NYgMcbl+IrtIU1cc8EAieIPvd5zQWz/uNawl1QvXP93s4AYA4Dc0LAAApQr089F7o9oZHgvgdEoPfL5JqSdzPJAMFVlaZr7eX77fsPb4Nc0V5O9jciIAAHAx/H2t+vvVzQ1rk5bt00mDRQmo2vadytWDn28yrEWGBui9G9srwJfPgACA0tGwAACcV2yNYL07sp18rBaXWm6RTXdM36Cz+SUeSIaK6qWvd6rY5nC53rlBhPol1PFAIgAAcLGuaBmlTvERLtfzi+169bvdHkiEiupsQYnumJ6s3CLX48J8rRa9N6qdoqszZBsAcH40LAAAF6R740g92a+FYe1ARp7Gf5Yiu4Mh3JBW78vQN9uOu1y3WqRn+reSxeLa+AIAABWPxWLRE24+/83ZkK4NhzJNToSKyGZ3aPysFO0/ZTxk+5n+LdXRoPEFAIARGhYAgAs2plu8rm9vPIR7+Z5TeuVb4wHLqDpsdoeeXbjDsHZDp3pqWTfM5EQAAOCvaBsXroGJdQ1rT8zbJpvddUclqpaXvt6l5XtOGdaubx+rUV3qm5wIAODNaFgAAC6YxWLRC4NbK6leuGF98vL9+nJjurmhUKHMXHdYu0+4zjQJC/TVw1c080AiAADwVz12VXMFG8yf2nU8R9N/OeSBRKgoPlt3WB+uMh7C3ia2up4f1JrdtQCAi0LDAgBwUQJ8ffT+qPaKCgswrP997lYlH+R4gKroTF6xXluyx7D24OVNFRHib3IiAABQFuqGB+m+Pk0Ma69/v0cnGMBdJa3df1pPLdhmWKtdLUCTb+qgQD+GbAMALg4NCwDARasdFqj3b+ogf1/Xt5Fiu0N3frJBh0/neyAZPOn/vtutswWuw9eb1A7lKAAAALzcrd0bqEntUJfruUU2vbB4pwcSwZPSMvN1z4yNKrG7zrAL8LVqys0dGLINAPhTaFgAAP6UxLhw/WtwgmEtM69Yt05br+xC14fXqJySD2Zq1rrDhrWn+7eUnw8fOQAA8Gb+vlY9N7C1YW3R5qNalZphciJ4Sm6RTbdPS1ZmXrFh/dXr26ptXLi5oQAAlQZPDwAAf9rQ9rG6q2dDw1rqyVyNm7GRQYxVQIndoSfmGR8HcHnLKF3SpJbJiQAAQHno2qimBifFGNaeWrBNRTa7yYlgNpvdoXEzNhrOLJOk8Zc11oC2xkPaAQC4EDQsAAB/yWNXNtcVLaMMayv2ZujZRTvkdLpuFUflMXXFAcMvrYF+Vj19bUsPJAIAAOXl8Wuaq1qgr8v1/afyNHWF8fBlVA5Op1PPLNyuZXtOGdavbBWlB/s2NTkVAKCyoWEBAPhLrFaL3hyRqFZ1wwzrn6w5pGmrD5obCqY5fDpfb/3oZtB236aKiwg2OREAAChPtasF6pErmhnW3vlpL3PMKrEpK/ZrxlrjI0Bb1AnT68MSZbVaTE4FAKhsaFgAAP6yYH9fTR3dQVFhAYb1577aoR92nDA5Fcqb0+nUY3O3qLDE9div5tHVdGuPBh5IBQAAytuoLvUNF6sUljj09y+3sLu2Evpm6zG99PUuw1pkaICm3NxeIQGuO28AALhYNCwAAGWiTvUgTb25owL9XN9aHE7p3lkblXL4jAeSobzMWpemX/afdrlusUgvDk5g0DYAAJWUj9WiFwa1lsVgMf3qfaf12fo080Oh3Gw8fEYPfL7JsBboZ9UHozsotga7agEAZYMnCQCAMpMQW11vDk80rBWWOHTbtGQdzMgzNxTKxbGzBXrp652GtZGd6ql9/RomJwIAAGZKqldDIzvVM6y9tHinjp0tMDkRysPh0/m6Y1qyimyuO2otFuntEUlqGxdufjAAQKVFwwIAUKaual1Hf7vK+FzjzLxijf5onU7nFpmcCmXJ6XTqiXnblFtkc6nVrR6ov1/d3AOpAACA2f5+dXPVqR7ocj2nyKYn5m3jaCgvl5lXrDEfr9PpvGLD+pP9WuqKVtEmpwIAVHY0LAAAZe6eno00srPxirtDp/N167Rk5Re7PuyGd5idnKafdp00rL04JEHVAv1MTgQAADyhWqCfXhqcYFj7addJzUlONzkRykp+sU23frxe+08Z744e3bW+bu0eb24oAECVQMMCAFDmLBaLnhvQSn1b1Dasb07L0viZKbLZXbeWo2I7fDpfzy3aYVgb0i5GvZsZ/38OAAAqp97Na2tIUoxh7dlF25WWmW9yIvxVJXaH7vl0ozalZRnW+zSvraf7t5LFaIgJAAB/EQ0LAEC58PWx6u0b3J9p++Ouk3pqAUcFeBO7w6lH5mxWXrHdpRYZGqCnr23pgVQAAMDTnu7fUpGhAS7X84rtenj2ZtkdfN7zFg6HU3/7YouW7TllWG9VN0xv35AkHyvNCgBA+aBhAQAoN8H+vvpgdAfVrxlsWJ+1Lk0vf7vL5FT4s6au2K91BzMNa68MTVB4sL/JiQAAQEUQHuyvl4cYHw217mCmpq7Yb3Ii/BlOp1Mvfb1T81KOGNbjIoL00ZiOCgnwNTkZAKAqoWEBAChXkaEBmnZLJ0WEGD/Mfn/Zfk38OdXkVLhYW9Kz9O8luw1rIzrGqU+LKJMTAQCAiqRvyygN7xBnWPv3kt3amn7W5ES4WJOX79fUlQcMazVD/PXJrZ1VO8x1yDoAAGWJhgUAoNzFR4bog9EdFOhn/Lbzf9/u1idrDpmcChcqt8im+2alqMTuepxDXESQnuQoKAAAIOmp/i0VWyPI5XqJ3anxszYqt8jmgVS4ELOT0/Svb4x3Pof4++jjWzopPjLE5FQAgKqIhgUAwBRJ9WrovRvby9fNebdPL9imBZuMt5/Ds56ev00HT7sOzLRYpNeuT1QoxwIAAABJoQG+en1YooxmMR88na+nF2wzPxTOa8GmI3ps7hbDmr+PVZNv7qCE2OompwIAVFU0LAAApundvLZeH278JdbplB6avVk/7DhhfjC4NXdDur50c47xvb0bq1ODCJMTAQCAiqxTgwiN69XYsPblxiOauyHd5EQozTdbj+mh2ZvlNJiLbrFIbwxPVPfGkeYHAwBUWTQsAACmGtC2rl4cZDyU0e5wauzMjVq5N8PkVDCy81i2npi/1bDWvn4N3d+nicmJAACAN7i/bxO1qxduWHti/lbtOp5tbiAY+nHnCd33WYrsDoNuhaTnBrRSvzZ1TE4FAKjqaFgAAEw3snM9/f3q5oa1YptDt01bT9PCw7ILS3TPpxtUWOJwqYUF+uqtEYny9eFjBAAAcOXnY9VbI5JULdD12MjCEofu+XSjsgtLPJAMv1mx95Tu+XSj4YwySXro8qa6qWu8uaEAABANCwCAh9zds5HG9mpkWCv6T9Nixd5TJqeCJDmdTj0ye7Ph3ApJenloG8XWCDY5FQAA8CZxEcF6ZWgbw9qBjDw9OmeznEbnEKHcrdl/WndMT1ax3XVhiiSN7dVI4y8zPtYLAIDyRsMCAOAxj17ZTKO61DOsFdkcun1aMk0LD5j48z4tcTNLZEy3eF2TwNEAAADg/K5JqKMx3eINa99tP6GJP+8zNxD0y77TuvXj9Ya7aCXpth4N9OiVzWQxGjoHAIAJaFgAADzGYrHouQGtdV37WMP6b02L5XtoWphlyfbjevW73Ya1dvXC9Y9rWpicCAAAeLN/XNNCSW7mWfx7yW5972aRBMresj2nNOajdcovthvWR3Wppyf7taBZAQDwKBoWAACPslotemVom9KbFtNpWphh1/FsPfj5JsNazRB/Tbixnfx9+egAAAAunL+vVRNvbKeIEH+XmtMpPfBZinYfz/FAsqplyfbjumNasopsxjsrrm8fq+cGtKZZAQDwOJ46AAA8zuc8TYvi/+y0+GbrMZOTVR0ZuUW6Y3qy8gxW3PlYLXr7hiTVqR7kgWQAAMDb1akepHduSJKP1fVheF6xXbdPX6+M3CIPJKsaFm4+qntmbHQ7s2JgYl29PLSNrAb//wAAYDYaFgCACuG3psX17poWdofGzdyoWesOm5ys8ssvtum2j9crLbPAsP5Uvxbq3jjS5FQAAKAy6d44Uk/2Mz5aMi2zQLd9vF75xTaTU1V+s5PTdP9nKbI7jAecD0ysq9eub2vYTAIAwBNoWAAAKozzNS0cTunxL7dqwtJUOZ3GX7pwcWx2h8bPTNHm9LOG9REd4zTazbBMAACAizGmW7yGd4gzrG1OP6v7ZqXI5mYXAC7eR6sO6G9fbJG7j80jOsbp9WGJ8vXh0RAAoOLgXQkAUKH8NtNiWAfjpoUkvfrdbr2weKccblaK4cI4nU49tWC7ftx10rDeMb6GnhvIWcYAAKBsWCwWPT+otTrG1zCs/7DzpJ5euJ2FKX+Rw+HUi4t36NlFO9zeM6ZbvF4anMDOCgBAhUPDAgBQ4VitFr08pI1u6R7v9p4PVh7QI3M2q4RVeH+K0+nUy9/scnvEVoPIEL1/UweGbAMAgDLl72vVpFHtFV8z2LA+c+1hvfztLpoWf1JhiV3jZ6VoyooDbu+5p1cjPdO/JTMrAAAVEk8hAAAVktVq0dPXttQjVzR1e8+XKUc05qN1OptfYmKyymHC0lS9v3y/Ya1miL8+vqWjIkL8TU4FAACqgpqhAfr4lk5uP2u8v2y/Jv68z+RU3u9MXrFGTV2rxVuPub3n4cub6m9XNmMHLQCgwqJhAQCosCwWi+69rIleGNRa7r5TrUo9rUETV2nfqVxzw3mxqSv2699L9hjWAv2s+mBMR9WvGWJyKgAAUJXER4bog9EdFOhn/Fji1e92a+oK48UVcHX4dL6GTlqt5ENn3N7zZL8WGt+nCc0KAECFRsMCAFDhjepSX+/e0E5+PsZfrg5k5GnwhFVasfeUycm8z6Rl+/TC4p2GNV+rRRNvbKfEuHBzQwEAgCopqV4NTRjZTr5ujiZ6YfFOvb+MnRbns3b/aQ15b5X2n8ozrPv7WPXODUm6/ZKGJicDAODi0bAAAHiFfm3q6KMxnRTs72NYzy60acxH6zX9l4PmBvMi7/60Vy9/s8uwZrFIbwxP1GXNo0xOBQAAqrI+LaL0+vBEt7tp//XNLk1YmmpuKC/hdDr14coDGjl1rTJyiw3vqR7kp09v76z+beuanA4AgD+HhgUAwGv0aBKp2Xd1VXRYoGHd7nDq6QXb9Y95W1VYYjc5XcX124Btd8dASdLLQxL4IgsAADxiQNu6+tfgBLf1V7/brVcYxP0H+cU2PfD5Jj331Q7ZHcb/u8TWCNLce7qqU4MIk9MBAPDn0bAAAHiV1jHVtfDe7mobW93tPTPXHtaQiau1n7kWKrE79PCczZpUynEK/+zfUsM71jMxFQAAwB+N6FRPz/Rv6bb+3s/79MicLSqxO0xMVTEdzMjTkImrtWDTUbf3JMRU15dju6lx7WomJgMA4K+jYQEA8Dq1wwL1+V1dS90RsONYtq59Z6XmpaSbmKxiySks0R3Tk/XlxiNu73l+UGuN6d7AxFQAAADGbuneQM8PbOW2Pndjuu6YnqycwhITU1UsP+w4of7vrtSu4zlu7+nborY+u7OLalcz3pUMAEBFZnGypxIA4KWcTqfe/SlVr33v/qgjSbqufayeG9hKwf6+JiXzvEOn83T7tGTtPWm8y8RikV4anKAbOrGzAsBfk56erri4OElSWlqaYmNjPZwIgLebufaw/jFvq9t606hQTb25o+rVDDYxlWcVFNv10tc79cmaQ27vsVikB/s21b29G8vqZpA5AAAVHQ0LAIDX+2brMT00e7MKSplb0ahWiN4akaTWMe6PkqosVqdmaOzMjcrKN1596Gu16N/Xt9WgpBiTkwGojGhYACgP81OO6JE5m2VzM58hPNhPE0e2U7fGkSYnM9/W9LN6cPYmpbpZiCJJYYG+euuGJPVuVtvEZAAAlD0aFgCASmHviRzdOzNFu0+43x7vY7Xonp6NNL5PYwX4+piYzhx2h1Pv/LRXb/+4V26+2yvE30eTbmqvS5rUMjccgEqLhgWA8rJ8zynd/ekG5RcbL0qxWqT7+zTVvZc1lk8l3FFQZLPr7R/3atKy/W4Ha0tSizphen9U+yq14wQAUHnRsAAAVBqFJXY9u2iHZq07XOp9TaNC9dLgBHWIjzApWfk7kV2oBz/fpNX7Tru9JzI0QB+N6aiEUgaWA8DFomEBoDxtSc/SrR+vV0Zusdt7ujWqqTeHJ6p2WOWZ2ZB8MFP/mLdVe06431UhSYOTYvTS4AQF+Ve+xTgAgKqJhgUAoNL5astRPT53q3KKbKXeN6xDrP5+dQtFhPiblKzsOZ1Ozd90RP9cuENnC9wPoGxVN0xTbu6guuFBJqYDUBXQsABQ3o5kFeiOacnacSzb7T3Vg/z07IBWGphYVxaL9+62yMwr1r++3qk5G9JLvS/Iz0fP9G+p4R3jvPr3CwDA/6JhAQColA6fztf4WRu1Of1sqfeFBfpq/GVNdHO3+l53TNTRrAI9s3C7vt9xotT7+iXU0avXt6lSQ8cBmIeGBQAz5Bfb9Miczfp66/FS77u8ZZSeHdDK6xZpFNnsmr76kN75aa+yC0tfdNMmtrreHJ6ohrVCTUoHAIB5aFgAACqtYptDE5amasLSVLcDG38TFxGkhy9vpv5t61b4M5CLbHZNXXFA7/6UWuqgcR+rRY9e2Ux3XtJQ1gr+ewLgvWhYADCLw+HU5BX79ep3u0ud6RDk56N7L2us2y9pUOEXpNgdTi3afFSvfb9baZkFpd7ra7VoXO/GGte7sfx9rSYlBADAXDQsAACV3vajZ/XInC3aWcoxAr9pWCtE913WRNe2qSNfn4r1RdDucGp+yhG9+eOe836hjQkP0ts3JKl9/RompQNQVdGwAGC2DYcyNX5mio6eLSz1vriIID3Qp6kGJcVUuAUpNrtDX205prd/2qv9p/LOe3/LOmF69fo2alWXWWQAgMqNhgUAoEoosTv00aoDevOHvcovdr8r4Tcx4UEa0y1ewzrGqXqQnwkJ3Su2OfTVlqOasDRV+y7gC23/tnX1/MBWCg/23tkcALwHDQsAnpCVX6ynFmzXos1Hz3tvo1ohuveyxuqXUNfjOxPOFpTo8/WHNW31IR3JKn0BiiQF+/vogb5NdEv3BvKrYItpAAAoDzQsAABVytGsAj23aIe+3V76+ce/CfLz0TUJdTSsQ6w6NYgwdajhiexCzUlO0/RfDulkTtF5748M9dcLg1rrqtZ1TEgHAL+iYQHAk77ZekxPzt+m03nF5723drUA3dy1vq7vEKeosEAT0v3K6XRq3YFMzU5O19dbj5V6pOfvXd06Wk9d29Lr5nEAAPBX0LAAAFRJa/af1ouLd2rrkdKHcv9eTHiQrmodrataR6tdvRrlcrRAZl6xlu46qfmbjmhVaobOM3rjnOEd4vTY1c0VEcKuCgDmomEBwNMy84r1yje79Hly2gXdb7VI3RtHalBijHo3r10un59sdodS0rL07bbj+nbb8QvaTfGbNrHV9Y9rWqhLw5plngsAgIqOhgUAoMpyOJxatOWo3vphr/ZnnP+opd+rFuirzg1qqkvDCLWJDVeLOtVULfDij47KzCvWprQzSjmcpVWpGUpJy9LFvDO3ia2u5wa2VmJc+EX/twGgLNCwAFBRpBw+o2cWbteW9AtfkGKxSElx4ereOFJJ9cKVGFfjTzUwcgpLtONotrYeOas1+09r7YFM5RTaLurXaBgZovv7NlH/NnVlrWAzNwAAMAsNCwBAlWd3OLVo89ELHnroTkx4kOIighRXI1gRof4KC/RTiL+PJMkpqaDErjN5xTqdV6y0zHwdyMhTRu75jy8w0rBWiB7s21T9EurwhRaAR9GwAFCROBxOLd56TG/8sOdPf66LDPVXg8gQxUUEq2aIv2qE+CvIz0e/feLKK7Yru7BEmbnFSjuTr7TMgovaQfG/GtYK0X2XNVH/tnUr3HBwAADMRsMCAID/cDic+mnXSX246oBW7zvt6TiGmtQO1V09G2lQYl35MngRQAVAwwJARWSzOzR/01G9v2yf9p7M9XQcQ90a1dRtPRqod7PaLEABAOA/aFgAAGBg1/FszV6frnkp6TqTX+LRLBaLdGmTWrqtRwNd0iTS1MHfAHA+NCwAVGROp1Mr9mbog5UHtHzvqYs6erM81Aj20+CkWA3rGKvm0WGeDQMAQAVEwwIAgFIU2exauuuUvt12TD/uPKmcoos7i/ivaBoVqiHtYjUwsa7qVA8y7b8LABeDhgUAb3HsbIHmpxzVvJR07Tlh3q6LagG+6tOitq5qXUeXNa8tf192yQIA4A4NCwAALlCxzaG1B05rVepp/bL/tLamZ8lRhu+iIf4+ale/hi5rXluXNa+t+jVDyu4XB4ByQsMCgDc6mJGnpbtP6qddJ7Xx0BnlFdvL7Ne2WqSE2HB1bVhT3RvXVOcGNWlSAABwgWhYAADwJ+UV2bTreLa2H83WzmM5SsvMV9qZfB3LKlSx3eH254UG+J4b5tggMlRNokKVVC9cTWpXY9AiAK9DwwKAt7M7nNp7Mkcph7O090SuDmTk6kBGnjJyi5Vbyu5afx+r6oQHKq5GsOIigtWiTjW1qhum5tFhCgnwNfF3AABA5UHDAgCAclBYYld2YYkKiu2yWiyyWCQ/H6vCg/0U4Ovj6XgAUGZoWACozIpsdmXll6jE7pDTKTmcTgX5+ygs0E+BfnymAwCgrNHyBwCgHAT6+fAlFgAAwMsF+PooKozPdAAAmIVDFAEAAAAAAAAAgMfRsAAAAAAAAAAAAB5HwwIAAAAAAAAAAHgcDQsAAAAAAAAAAOBxNCwAAAAAAAAAAIDH0bAAAAAAAAAAAAAeR8MCAAAAAAAAAAB4HA0LAAAAAAAAAADgcTQsAAAAAAAAAACAx9GwAAAAAAAAAAAAHkfDAgAAAAAAAAAAeBwNCwAAAAAAAAAA4HE0LAAAAAAAAAAAgMfRsAAAAAAAAAAAAB5HwwIAAAAAAAAAAHgcDQsAAAAAAAAAAOBxNCwAAAAAAAAAAIDH0bAAAAAAAAAAAAAeR8MCAAAAAAAAAAB4HA0LAAAAAAAAAADgcTQsAAAAAAAAAACAx9GwAAAAAAAAAAAAHkfDAgAAAAAAAAAAeBwNCwAAAAAAAAAA4HE0LAAAAAAAAAAAgMfRsAAAAAAAAAAAAB5HwwIAAAAAAAAAAHgcDQsAAAAAAAAAAOBxNCwAAAAAAAAAAIDH0bAAAAAAAAAAAAAeZ3E6nU5PhwAAAADgnWw2m44fPy5Jio6Olq+vr4cTAQAAAPBWNCwAAAAAAAAAAIDHcSQUAAAAAAAAAADwOBoWAAAAAAAAAADA42hYAAAAAAAAAAAAj6NhAQAAAAAAAAAAPI6GBQAAAAAAAAAA8DgaFgAAAAAAAAAAwONoWAAAAAAAAAAAAI+jYQEAAAAAAAAAADyOhgUAAAAAAAAAAPA4GhYAAAAAAAAAAMDjaFgAAAAAAAAAAACPo2EBAAAAAAAAAAA8joYFAAAAAAAAAADwOBoWAAAAAAAAAADA42hYAAAAAAAAAAAAj6NhAQAAAAAAAAAAPI6GBQAAAAAAAAAA8Lj/BypVZvNnfdIVAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 390, "width": 790 } }, "output_type": "display_data" } ], "source": [ "x = np.linspace(-10, 10, 500)\n", "y = np.sin(x) / x\n", "\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", "\n", "ax.plot(x, y, linewidth=2)\n", "\n", "# remove top and right spines\n", "ax.spines['right'].set_color('none')\n", "ax.spines['top'].set_color('none')\n", "\n", "# remove top and right spine ticks\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.yaxis.set_ticks_position('left')\n", "\n", "# move bottom and left spine to x = 0 and y = 0\n", "ax.spines['bottom'].set_position(('data', 0))\n", "ax.spines['left'].set_position(('data', 0))\n", " \n", "ax.set_xticks([-10, -5, 5, 10])\n", "ax.set_yticks([0.5, 1])\n", "\n", "# give each label a solid background of white, to not overlap with the plot line\n", "for label in ax.get_xticklabels() + ax.get_yticklabels():\n", " label.set_bbox({'facecolor': 'white',\n", " 'edgecolor': 'white'})\n", " \n", "fig.tight_layout()\n", "fig.savefig(\"ch4-axis-spines.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced grid layout" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inset" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 393, "width": 721 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "\n", "def f(x):\n", " return 1/(1 + x**2) + 0.1/(1 + ((3 - x)/0.1)**2)\n", "\n", "def plot_and_format_axes(ax, x, f, fontsize):\n", " ax.plot(x, f(x), linewidth=2)\n", " ax.xaxis.set_major_locator(mpl.ticker.MaxNLocator(5))\n", " ax.yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", " ax.set_xlabel(r\"$x$\", fontsize=fontsize)\n", " ax.set_ylabel(r\"$f(x)$\", fontsize=fontsize)\n", " \n", "# main graph\n", "ax = fig.add_axes([0.1, 0.15, 0.8, 0.8], facecolor=\"#f5f5f5\")\n", "x = np.linspace(-4, 14, 1000)\n", "plot_and_format_axes(ax, x, f, 18)\n", "\n", "# inset\n", "x0, x1 = 2.5, 3.5\n", "ax.axvline(x0, ymax=0.3, color=\"grey\", linestyle=\":\")\n", "ax.axvline(x1, ymax=0.3, color=\"grey\", linestyle=\":\")\n", "\n", "ax = fig.add_axes([0.5, 0.5, 0.38, 0.42], facecolor='none')\n", "x = np.linspace(x0, x1, 1000)\n", "plot_and_format_axes(ax, x, f, 14)\n", "\n", "fig.savefig(\"ch4-advanced-axes-inset.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Subplots" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 389, "width": 515 } }, "output_type": "display_data" } ], "source": [ "ncols, nrows = 3, 3\n", "\n", "fig, axes = plt.subplots(nrows, ncols)\n", "\n", "for m in range(nrows):\n", " for n in range(ncols):\n", " axes[m, n].set_xticks([])\n", " axes[m, n].set_yticks([])\n", " axes[m, n].text(0.5, 0.5, \"axes[%d, %d]\" % (m, n),\n", " horizontalalignment='center')" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 594, "width": 579 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 2, figsize=(6, 6), sharex=True, sharey=True, squeeze=False)\n", "\n", "x1 = np.random.randn(100)\n", "x2 = np.random.randn(100)\n", "\n", "axes[0, 0].set_title(\"Uncorrelated\")\n", "axes[0, 0].scatter(x1, x2)\n", "\n", "axes[0, 1].set_title(\"Weakly positively correlated\")\n", "axes[0, 1].scatter(x1, x1 + x2)\n", "\n", "axes[1, 0].set_title(\"Weakly negatively correlated\")\n", "axes[1, 0].scatter(x1, -x1 + x2)\n", "\n", "axes[1, 1].set_title(\"Strongly correlated\")\n", "axes[1, 1].scatter(x1, x1 + 0.15 * x2)\n", "\n", "axes[1, 1].set_xlabel(\"x\")\n", "axes[1, 0].set_xlabel(\"x\")\n", "axes[0, 0].set_ylabel(\"y\")\n", "axes[1, 0].set_ylabel(\"y\")\n", "\n", "plt.subplots_adjust(left=0.1, right=0.95, bottom=0.1, top=0.95, wspace=0.1, hspace=0.2)\n", "\n", "fig.savefig(\"ch4-advanced-axes-subplots.pdf\")" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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iIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFCkursnAAAA+5Lm5uYut7e0tOyhmQDseSICAADsgLq6uu6eAkC3cTkDAAAAUMSZCAAAsAOampq63N7S0pL6+vo9NBuAPUtEAACAHVBbW9vdUwDoNi5nAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKBIdaUHbG5u7nJ7U1NTx+OWlpZKPz1Akc3Xn7a2tm6cya6z7gL7ip609gLsryoeEerq6or3ra+vr/TTA+ywN998M4cffnh3T2OnWXeBfdG+vvYC7K9czgDs91atWtXdUwDY71h7AfZNFT8TYfPTZjuzYsWKfOlLX0qSPPnkkzv0EzT4REtLS8dPVBsbG1NTU9PNM2Jf09TUlNGjRydJjj766G6eza6x7rInWHephJ609gLsryoeEWpra4v3raur26H9oTM1NTX+HrFL+vbt291T2CXWXfY06y6VsK+vvbCvaGlpyTHHHJP33nsvSXLiiSemoaGheyfFPs3lDAAAAD3UpZde2hEQoBJEBAAAgB7ov//7v/Pggw/m05/+dHdPhR5ERAAAAOhh1qxZk0suuSRJctNNN3XzbOhJRAQAAIAeZurUqWlqasrJJ5+cCRMmdPd06EFEBAAAgF20dOnSXHPNNRk7dmxqa2vTp0+fHHzwwRkyZEgmTpyYp556qtPjZs+enaqqqlRVVeWiiy7a5vivvvpqBgwYkKqqqhx11FFZu3btNvdtbGzM7bffnt69e2f69Om7/NpgcyICAADALmhoaMjQoUNz5ZVXZv78+XnttdfS2tqatWvX5qWXXsq9996bUaNGZcqUKVsde/bZZ2f8+PFJkjvvvDMPP/zwVvts2rQp5557bt57771UV1fnvvvuS79+/TqdS1tbWy688MJs2rQp3/3ud/O5z32usi+W/Z6IAAAAsAva2trSr1+/nHnmmZkxY0YaGhqyePHizJs3LzfffHMGDx6cJLnuuuty1113bXX8HXfckcMPPzxJcsEFF+SNN97YYvuNN96YhQsXJkmuvvrqjBgxYptzuemmm/L888/ns5/9bKZOnVqhVwj/p6q9vb29uycBAAA9RXNzc+rq6pIkTU1Nqa2t7eYZsbutXr061dXVGTBgQKfbW1tbc/rpp2fBggUZPHhwfv/736dXr15b7LNo0aKcdNJJ2bhxY0477bQ8+uijqaqqyrPPPpuRI0emtbU1Y8aMSUNDw1bHfuLll1/Occcdl3Xr1uXnP/95vvKVr3Rsq6qqSpKceOKJaWhoqMjrZu+3O9YjZyIAAADsgoEDB24zICRJ7969c+ONNyZJVq5cmeeee26rfcaMGdNxucO8efNy2223Zd26dRk/fnxaW1tzyCGHZObMmdsMCEly0UUXZd26dTnrrLO2CAhQSdXdPQEAAICeZMOGDVm1alXWrFmTTZs2JUk2PwH8+eefz/HHH7/VcdOmTcv8+fPT2NiYyy+/PI8//nhefPHFJMntt9/ecclDZ+6999489thjOeSQQ/KDH/ygsi8INiMiAAAA7KK1a9fm1ltvzZw5c7Js2bJs3Lhxm/uuXr260+9/ctPEYcOGZe3atXnooYeSJOPGjcs555zT5Xjf+c53kiTXXnttampqdv6FwHa4nAEAAGAXvPLKKxk6dGimTp2aJUuWdBkQkmTdunXb3HbkkUfmiiuu6Ph64MCB2/2Yxn/+53/O6tWr88UvfjHf+ta3dmzysIOciQAAALALJkyYkBUrVqSqqirnnXdexo0bl2OOOSaDBg1Knz59knz8MY2f3M+gq3vbr1mzZotPcHjrrbeyePHinHLKKZ3u//rrr2fmzJlJklNOOSVz587tcq5/+MMfMmfOnCTJX/zFX+Sv/uqvyl8oREQAAADYacuXL8+iRYuSJFOmTMm1117b6X7vvPNO0XiXXnppXn755SRJ//7988EHH2TixIlZsmRJDj300K32b21t7Xh8ww03bHf8F198MWeffXaSZOLEiSICO8zlDAAAADtp2bJlHY/HjRu3zf2efvrp7Y714IMP5u67706STJo0qeOsgubm5lx88cW7NlGoEBEBAABgJ7W1tXU8/vDDD7e534wZM7oc5/XXX8+FF16YJDniiCNy66235rTTTsvkyZOTJHPnzu24bGFzhx9+eNrb27f76xMnnnhix/c+CRawI0QEAACAnTRkyJCOx/fcc0+n+0yfPr3jkxY6097enkmTJuXtt99Or169MmvWrPTv3z/Jx5coHHvssUmSyZMnZ+XKlZWbPOwEEQEAAGAnDR8+PMcdd1ySj2PBN7/5zTzyyCNZvHhxHn744XzjG9/It771rZxwwgnbHOOWW27JggULkiRTp07NqFGjOrYddNBBmTVrVnr37p33338/EyZMyKZNm3bvi4IuiAgAAAA7qaqqKjNnzuy46eHs2bNz+umn5/jjj8/f/u3f5oEHHsjQoUNz//33d3r8Cy+8kClTpiRJ6uvrc9VVV221z/Dhw/O9730vSfLLX/4y119//W56NbB9IgIAAMAuGDZsWJ577rlcfPHFGTx4cA488MB86lOfSn19fW666aY0NjampqZmq+M2bNiQ8ePHZ8OGDenXr19mzZqV6urOP0Dvsssuy4knnpgkmTZtWp555pnd+ppgW6rau/qQUgAAYIc0Nzenrq4uSdLU1JTa2tpunhGwv9od65EzEQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUKS60gM2Nzd3uX39+vVZvnx5PvOZz2TQoEGprq74FAAA2Au1tbXlzTffTJIMHTo0ffv27eYZAbCjKv4/+Lq6ukoPCQBAD9PY2JgRI0Z09zQA2EEuZwAAAACKVPxMhKampu1uHz16dJKPC3RNTU2lpwAAwF6opaUl9fX1SZJBgwZ182wA2BkVjwi1tbXF+9bU1OzQ/gAA9AzuiwWwb3I5AwAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFqrt7AgAAsC9pbm7ucntLS8semgnAniciAADADqirq+vuKQB0G5czAAAAAEWciQAAADugqampy+0tLS2pr6/fQ7MB2LNEBAAA2AG1tbXdPQWAbuNyBgAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQA2Iu9//77mTNnTv7hH/4hX/jCFzJgwID07t07gwYNykknnZSbbrop7777bndPEwCA/UR1d08AgM797Gc/yxlnnJENGzZstW316tVZuHBhFi5cmJtuuimzZ8/OySef3A2zBABgf+JMBIC91FtvvZUNGzbkgAMOyNixY/ODH/wgjz/+eBYvXpyf/OQnOeuss5Ikq1atyumnn57nnnuueycMAECP50wEgL3UgQcemIsuuihTp07Nn//5n2+xbfjw4fna176WE044If/4j/+YDz/8MN/5znfyi1/8optmCwDA/sCZCAB7qbPOOiszZszYKiBs7tJLL80Xv/jFJElDQ0PeeuutPTU9AAD2QyICQBeWLl2aa665JmPHjk1tbW369OmTgw8+OEOGDMnEiRPz1FNPdXrc7NmzU1VVlaqqqlx00UXbHP/VV1/NgAEDUlVVlaOOOipr167d4TmedNJJSZJNmzZlxYoVO3w8AACUEhEAtqGhoSFDhw7NlVdemfnz5+e1115La2tr1q5dm5deein33ntvRo0alSlTpmx17Nlnn53x48cnSe688848/PDDW+2zadOmnHvuuXnvvfdSXV2d++67L/369dvheW5+48UDDrCsAwCw+3i3CbANbW1t6devX84888zMmDEjDQ0NWbx4cebNm5ebb745gwcPTpJcd911ueuuu7Y6/o477sjhhx+eJLngggvyxhtvbLH9xhtvzMKFC5MkV199dUaMGLFT8/xkjOrq6hx55JE7NQYAAJSoam9vb9+TT9jc3Jy6urokSVNTU2pra/fk0wMUW716daqrqzNgwIBOt7e2tub000/PggULMnjw4Pz+979Pr169tthn0aJFOemkk7Jx48acdtppefTRR1NVVZVnn302I0eOTGtra8aMGZOGhoatji3xyCOP5PTTT0+S/M3f/E1++tOf7vAYAHvK/vI+cH95ncDeb3esR85EANiGgQMHbjMgJEnv3r1z4403JklWrlzZ6UcsjhkzpuNyh3nz5uW2227LunXrMn78+LS2tuaQQw7JzJkzdyogvP3227nkkkuSJL169cq///u/7/AYAACwI3zEI0ChDRs2ZNWqVVmzZk02bdqUJNn8ZK7nn38+xx9//FbHTZs2LfPnz09jY2Muv/zyPP7443nxxReTJLfffnvHJQ87YuPGjRk/fnxWrlyZJPnXf/3XDB8+fCdeFQAAlBMRALqwdu3a3HrrrZkzZ06WLVuWjRs3bnPf1atXd/r9T26aOGzYsKxduzYPPfRQkmTcuHE555xzdmpe3/rWtzJv3rwkH1/GcOWVV+7UOAAAsCNczgCwDa+88kqGDh2aqVOnZsmSJV0GhCRZt27dNrcdeeSRueKKKzq+HjhwYKZPn75T85oyZUruvPPOJB9fLnH//ffv1OUQAACwo0QEgG2YMGFCVqxYkaqqqpx//vmZP39+mpqasn79+rS3t6e9vX2LsNDVfWrXrFmzxSc4vPXWW1m8ePEOz+n666/PddddlyT5whe+kJ/+9Kc56KCDdngcAADYGS5nAOjE8uXLs2jRoiQf/+T/2muv7XS/d955p2i8Sy+9NC+//HKSpH///vnggw8yceLELFmyJIceemjRGHfccUfH2QzHHHNMfv7zn+dP/uRPio4FAIBKcCYCQCeWLVvW8XjcuHHb3O/pp5/e7lgPPvhg7r777iTJpEmTMnfu3CQff+TOxRdfXDSfmTNnZvLkyUmSI444Io899lgGDhxYdCwAAFSKiADQiba2to7HH3744Tb3mzFjRpfjvP7667nwwguTfPyf/1tvvTWnnXZaRxCYO3duZs6c2eUYP/7xj3Peeeelvb09tbW1+cUvfpHDDjus9KUAAEDFiAgAnRgyZEjH43vuuafTfaZPn97xSQudaW9vz6RJk/L222+nV69emTVrVvr3758kueGGG3LssccmSSZPntzxUY1/bP78+Tn77LOzcePGfPrTn85jjz22Ux8JCQAAlVDxeyI0Nzd3ub2lpaXSTwlQccOHD89xxx2XpUuXZvr06Xn33Xczfvz41NTUpKmpKbNmzcoDDzyQE044IU888USnY9xyyy1ZsGBBkmTq1KkZNWpUx7aDDjoos2bNysiRI/P+++9nwoQJaWhoyAEH/F/bfeqpp3LGGWektbU1Bx54YH7wgx/ko48+ytKlS7c579ra2gwYMKAyvwkAAPBHKh4R6urqKj0kwB5XVVWVmTNn5pRTTsk777yT2bNnZ/bs2VvsM3To0Nx///2dXlrwwgsvZMqUKUmS+vr6XHXVVVvtM3z48Hzve9/LFVdckV/+8pe5/vrrO45Jknnz5nVcSvHRRx9l/Pjx2533XXfdlUmTJu3ISwUAgGIuZwDYhmHDhuW5557LxRdfnMGDB+fAAw/Mpz71qdTX1+emm25KY2Njampqtjpuw4YNGT9+fDZs2JB+/fpl1qxZqa7uvNledtllOfHEE5Mk06ZNyzPPPLNbXxMAAOyKqvauPth8J5RczlBfX58kaWpqSm1tbSWfHgCAvVRzc3PHWas9+X3g/vI6gb3f7liPKn45g0USAAAAeiaXMwAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKFLd3RMAAIB9SXNzc5fbW1pa9tBMAPY8EQEAAHZAXV1dd08BoNu4nAEAAAAo4kwEAADYAU1NTV1ub2lpSX19/R6aDcCeJSIAAMAOqK2t7e4pAHQblzMAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKBIdaUHbG5u7nJ7U1NTx+OWlpZKPz0AAHupzd/7tbW1deNMdo33u8C+Ynesu1Xt7e3tFRnpkwGrqio5HAAAPVBjY2NGjBjR3dPYKd7vAvuiSq27LmcAAGCPW7VqVXdPAWC/Uql1t+KXM2x++lZnVqxYkS996UtJkieffDJ1dXWVngJ7sZaWltTX1yf5uITV1NR084zYk/z54+/A/s2fP01NTRk9enSS5Oijj+7m2ew873fZE6yZVMLuWHcrHhFqa2uL962rq9uh/elZampq/Pnvx/z54+/A/s2fP3379u3uKew073fZ06yZVEKl1l2XMwAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAkar29vb27p4EAAAAsPdzJgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFKmu9IDNzc1dbl+/fn2WL1+ez3zmMxk0aFCqqys+BQAAANjvtbW15c0330ySDB06NH379t3lMava29vbd3mUzQesqqrkcAAAAMAuamxszIgRI3Z5HJczAAAAAEUqfi1BU1PTdrePHj06ycclpKamptJTAAAAgP1eS0tL6uvrkySDBg2qyJgVjwi1tbXF+9bU1OzQ/gAAAMCOq9T9CF3OAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAkerungAA0PM8/fTTWbhwYX7961/nN7/5Td588828/fbb6d27dw477LCMHDkykyZNysknn9zdUwUAdoCIAABU3Le//e088cQTW32/tbU1v/3tb/Pb3/429957b77xjW/k3nvvTd++fbthlgDAjhIRAICK69OnT0488cSMHj06xxxzTP7sz/4sf/qnf5o333wzzz//fGbMmJEVK1bk/vvvzwEHHJA5c+Z095QBgAJV7e3t7XvyCZubm1NXV5ckaWpqSm1t7Z58egBgD2hra0t19bZ/VrFu3bp8+ctfzq9+9askyZIlSzJ06NA9NT0A2C/sjv9/u7EiAFBxXQWEJDnooIPyT//0Tx1f/+///u/unhIAUAEiAgD0QEuXLs0111yTsWPHpra2Nn369MnBBx+cIUOGZOLEiXnqqac6PW727NmpqqpKVVVVLrroom2O/+qrr2bAgAGpqqrKUUcdlbVr1+7wHPv169fxeP369Tt8PACw54kIANDDNDQ0ZOjQobnyyiszf/78vPbaa2ltbc3atWvz0ksv5d57782oUaMyZcqUrY49++yzM378+CTJnXfemYcffnirfTZt2pRzzz037733Xqqrq3PfffdtEQRKzZ49u+Px0UcfvcPHAwB7nogAAD1MW1tb+vXrlzPPPDMzZsxIQ0NDFi9enHnz5uXmm2/O4MGDkyTXXXdd7rrrrq2Ov+OOO3L44YcnSS644IK88cYbW2y/8cYbs3DhwiTJ1VdfnREjRhTNa9OmTVm1alUef/zxnHHGGfnRj36UJPnc5z6XsWPH7uzLBQD2IDdWBIAeZvXq1amurs6AAQM63d7a2prTTz89CxYsyODBg/P73/8+vXr12mKfRYsW5aSTTsrGjRtz2mmn5dFHH01VVVWeffbZjBw5Mq2trRkzZkwaGhq2OvaPHX744Vm5cmWn2wYPHpxHHnkkf/mXf7lTrxUA2DY3VgQAtmvgwIHbDAhJ0rt379x4441JkpUrV+a5557bap8xY8Z0XO4wb9683HbbbVm3bl3Gjx+f1tbWHHLIIZk5c+Z2A8K2VFdX53vf+16WLFkiIADAPqTrWycDAPu8DRs2ZNWqVVmzZk02bdqUJNn8RMTnn38+xx9//FbHTZs2LfPnz09jY2Muv/zyPP7443nxxReTJLfffnvHJQ/bM3/+/LS2tmbTpk1566238sQTT2T69Om55ppr8rvf/S533HFHDj744F1/oQDAbiciAEAPtHbt2tx6662ZM2dOli1blo0bN25z39WrV3f6/U9umjhs2LCsXbs2Dz30UJJk3LhxOeecc4rnctRRR23x9cknn5xLLrkkY8eOzcyZM/P8889n0aJF6d+/f/GYAED3cDkDAPQwr7zySoYOHZqpU6dmyZIlXQaEJFm3bt02tx155JG54oorOr4eOHBgpk+fvstzPPTQQ3PPPfckSZYsWZLvf//7uzwmALD7iQgA0MNMmDAhK1asSFVVVc4///zMnz8/TU1NWb9+fdrb29Pe3r5FWOjqHstr1qzZ4hMc3nrrrSxevLgi8zzmmGMyZMiQJMkDDzxQkTEBgN1LRACAHmT58uVZtGhRkmTKlCn54Q9/mFNPPTW1tbXp06dPx37vvPNO0XiXXnppXn755SRJ//79097enokTJxYfvz2DBg1Kkm1+egMAsHcREQCgB1m2bFnH43Hjxm1zv6effnq7Yz344IO5++67kySTJk3K3Llzk3z8cVEXX3zxrk30/3vttdeSxI0VAWAfISIAQA/S1tbW8fjDDz/c5n4zZszocpzXX389F154YZLkiCOOyK233prTTjstkydPTpLMnTs3M2fO3KW5/vrXv+44A2Ho0KG7NBYAsGeICADQg3xyj4EkHTcu/GPTp0/v+KSFzrS3t2fSpEl5++2306tXr8yaNavjkxNuuOGGHHvssUmSyZMnd3oZQmNj43bvm/Daa69l4sSJHV9PmDChy/0BgL2Dj3gEgB5k+PDhOe6447J06dJMnz497777bsaPH5+ampo0NTVl1qxZeeCBB3LCCSfkiSee6HSMW265JQsWLEiSTJ06NaNGjerYdtBBB2XWrFkZOXJk3n///UyYMCENDQ054ID/+7nEb37zm5x33nkZPXp0vva1r2XYsGEd9z547bXX8j//8z+566678t577yVJ/vqv/zrnnXfe7votAQAqqOIRobm5ucvtLS0tlX5KAOD/q6qqysyZM3PKKafknXfeyezZszN79uwt9hk6dGjuv//+HHbYYVsd/8ILL2TKlClJkvr6+lx11VVb7TN8+PB873vfyxVXXJFf/vKXuf766zuO2dyTTz6ZJ598ssv5Tpo0KbfffvsWEQIA2HtVPCLU1dVVekgAYAcMGzYszz33XL7//e/nZz/7WV5//fX0798/Rx55ZM4888xccskl6du371bHbdiwIePHj8+GDRvSr1+/zJo1K9XVnb9VuOyyy/Kzn/0sCxcuzLRp0/KVr3wlxx9/fJLkrLPOymGHHZbHH388Tz75ZF577bX84Q9/SGtraw455JAMGTIkJ5xwQiZMmJDPf/7zu/X3AgCorKr2rj4cemcGrKoq3repqSm1tbWVfHoAAAAgH18p8MkP+iv1/++Kn4nQ1NTU5faWlpbU19dX+mkBAACA3aziEcGZBQAAANAzuYsRAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAUEREAAACAIiICAAAAUEREAAAAAIqICAAAAEAREQEAAAAoIiIAAAAARUQEAAAAoIiIAAAAABSprvSAzc3NXW5vamrqeNzS0lLppwcAAACy5f+529raKjJmVXt7e3tFRvpkwKqqSg4HAAAA7KLGxsaMGDFil8dxOQMAAAD0cKtWrarIOBW/nGHzyxU6s2LFinzpS19Kkjz55JOpq6ur9BRgn9PS0pL6+vokHxfCmpqabp4R7B3824Ct+XcBW/PvAjrX1NSU0aNHJ0mOPvroioxZ8YhQW1tbvG9dXd0O7Q/7g5qaGv8uoBP+bcDW/LuArfl3AZ3r27dvRcZxOQMAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFKlqb29v7+5JAAAAAHs/ZyIAAAAARUQEAAAAoIiIAAAAABQREQAAAIAiIgIAAABQREQAAAAAiogIAAAAQBERAQAAACgiIgAAAABFRAQAAACgiIgAAAAAFBERAAAAgCIiAgAAAFBERAAAAACKiAgAAABAEREBAAAAKCIiAAAAAEVEBAAAAKCIiAAAAAAU+X82QbQSSfgx+AAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 394, "width": 520 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "\n", "def clear_ticklabels(ax):\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", "\n", "ax0 = plt.subplot2grid((3, 3), (0, 0))\n", "ax1 = plt.subplot2grid((3, 3), (0, 1))\n", "ax2 = plt.subplot2grid((3, 3), (1, 0), colspan=2)\n", "ax3 = plt.subplot2grid((3, 3), (2, 0), colspan=3)\n", "ax4 = plt.subplot2grid((3, 3), (0, 2), rowspan=2)\n", "\n", "axes = [ax0, ax1, ax2, ax3, ax4]\n", "[ax.text(0.5, 0.5, \"ax%d\" % n, horizontalalignment='center') for n, ax in enumerate(axes)]\n", "[clear_ticklabels(ax) for ax in axes]\n", "\n", "fig.savefig(\"ch4-advanced-axes-subplot2grid.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### gridspec" ] }, { "cell_type": "code", "execution_count": 52, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "from matplotlib.gridspec import GridSpec" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 332, "width": 489 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(6, 4))\n", "\n", "gs = mpl.gridspec.GridSpec(4, 4)\n", "\n", "ax0 = fig.add_subplot(gs[0, 0])\n", "ax1 = fig.add_subplot(gs[1, 1])\n", "ax2 = fig.add_subplot(gs[2, 2])\n", "ax3 = fig.add_subplot(gs[3, 3])\n", "\n", "ax4 = fig.add_subplot(gs[0, 1:])\n", "ax5 = fig.add_subplot(gs[1:, 0])\n", "\n", "ax6 = fig.add_subplot(gs[1, 2:])\n", "ax7 = fig.add_subplot(gs[2:, 1])\n", "\n", "ax8 = fig.add_subplot(gs[2, 3])\n", "ax9 = fig.add_subplot(gs[3, 2])\n", "\n", "\n", "def clear_ticklabels(ax):\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", "\n", "axes = [ax0, ax1, ax2, ax3, ax4, ax5, ax6, ax7, ax8, ax9]\n", "[ax.text(0.5, 0.5, \"ax%d\" % n, horizontalalignment='center') for n, ax in enumerate(axes)]\n", "[clear_ticklabels(ax) for ax in axes]\n", "\n", "fig.savefig(\"ch4-advanced-axes-gridspec-1.pdf\")" ] }, { "cell_type": "code", "execution_count": 54, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 332, "width": 334 } }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(4, 4))\n", "\n", "gs = mpl.gridspec.GridSpec(2, 2,\n", " width_ratios=[4, 1],\n", " height_ratios=[1, 4],\n", " wspace=0.05, hspace=0.05\n", " )\n", "\n", "ax0 = fig.add_subplot(gs[1, 0])\n", "ax1 = fig.add_subplot(gs[0, 0])\n", "ax2 = fig.add_subplot(gs[1, 1])\n", "\n", "def clear_ticklabels(ax):\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", "\n", "axes = [ax0, ax1, ax2]\n", "[ax.text(0.5, 0.5, \"ax%d\" % n, horizontalalignment='center') for n, ax in enumerate(axes)]\n", "[clear_ticklabels(ax) for ax in axes]\n", "\n", "fig.savefig(\"ch4-advanced-axes-gridspec-2.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Colormap" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = y = np.linspace(-2, 2, 150)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "R1 = np.sqrt((X+0.5)**2 + (Y+0.5)**2)\n", "R2 = np.sqrt((X+0.5)**2 + (Y-0.5)**2)\n", "R3 = np.sqrt((X-0.5)**2 + (Y+0.5)**2)\n", "R4 = np.sqrt((X-0.5)**2 + (Y-0.5)**2)\n" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 452, "width": 549 } }, "output_type": "display_data" } ], "source": [ "Z = np.sin(10 * R1) / (10 * R1) + np.sin(20 * R4) / (20 * R4)\n", "\n", "fig, ax = plt.subplots(figsize=(6, 5))\n", "\n", "p = ax.pcolor(X, Y, Z, cmap='seismic', vmin=-abs(Z).max(), vmax=abs(Z).max())\n", "ax.axis('tight')\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "cb = fig.colorbar(p, ax=ax)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 453, "width": 549 } }, "output_type": "display_data" } ], "source": [ "Z = 1/R1 - 1/R2 - 1/R3 + 1/R4\n", "\n", "fig, ax = plt.subplots(figsize=(6, 5))\n", "\n", "im = ax.imshow(Z, vmin=-1, vmax=1, cmap=mpl.cm.bwr,\n", " extent=[x.min(), x.max(), y.min(), y.max()])\n", "im.set_interpolation('bilinear')\n", "\n", "ax.axis('tight')\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "cb = fig.colorbar(p, ax=ax)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 290, "width": 1389 } }, "output_type": "display_data" } ], "source": [ "x = y = np.linspace(-2, 2, 150)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "R1 = np.sqrt((X+0.5)**2 + (Y+0.5)**2)\n", "R2 = np.sqrt((X+0.5)**2 + (Y-0.5)**2)\n", "R3 = np.sqrt((X-0.5)**2 + (Y+0.5)**2)\n", "R4 = np.sqrt((X-0.5)**2 + (Y-0.5)**2)\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(14, 3))\n", "\n", "Z = np.sin(10 * R1) / (10 * R1) + np.sin(20 * R4) / (20 * R4)\n", "\n", "\n", "p = axes[0].pcolor(X, Y, Z, cmap='seismic', vmin=-abs(Z).max(), vmax=abs(Z).max())\n", "axes[0].axis('tight')\n", "axes[0].set_xlabel('x')\n", "axes[0].set_ylabel('y')\n", "axes[0].set_title(\"pcolor\")\n", "axes[0].xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "axes[0].yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "\n", "\n", "cb = fig.colorbar(p, ax=axes[0])\n", "cb.set_label(\"z\")\n", "cb.set_ticks([-1, -.5, 0, .5, 1])\n", "\n", "\n", "Z = 1/R1 - 1/R2 - 1/R3 + 1/R4\n", "\n", "im = axes[1].imshow(Z, vmin=-1, vmax=1, cmap=mpl.cm.bwr,\n", " extent=[x.min(), x.max(), y.min(), y.max()])\n", "im.set_interpolation('bilinear')\n", "\n", "axes[1].axis('tight')\n", "axes[1].set_xlabel('x')\n", "axes[1].set_ylabel('y')\n", "axes[1].set_title(\"imshow\")\n", "cb = fig.colorbar(im, ax=axes[1])\n", "\n", "axes[1].xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "axes[1].yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "#cb.ax.set_axes_locator(mpl.ticker.MaxNLocator(4))\n", "cb.set_label(\"z\")\n", "cb.set_ticks([-1, -.5, 0, .5, 1])\n", "\n", "x = y = np.linspace(0, 1, 75)\n", "X, Y = np.meshgrid(x, y)\n", "Z = - 2 * np.cos(2 * np.pi * X) * np.cos(2 * np.pi * Y) - 0.7 * np.cos(np.pi - 4*np.pi*X)\n", "\n", "c = axes[2].contour(X, Y, Z, 15, cmap=mpl.cm.RdBu, vmin=-1, vmax=1)\n", "\n", "axes[2].axis('tight')\n", "axes[2].set_xlabel('x')\n", "axes[2].set_ylabel('y')\n", "axes[2].set_title(\"contour\")\n", "\n", "axes[2].xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "axes[2].yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "\n", "\n", "c = axes[3].contourf(X, Y, Z, 15, cmap=mpl.cm.RdBu, vmin=-1, vmax=1)\n", "\n", "axes[3].axis('tight')\n", "axes[3].set_xlabel('x')\n", "axes[3].set_ylabel('y')\n", "axes[3].set_title(\"contourf\")\n", "\n", "axes[3].xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "axes[3].yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "\n", "fig.tight_layout()\n", "fig.savefig('ch4-colormaps.pdf')\n" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'y')" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 453, "width": 547 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 5))\n", "\n", "x = y = np.linspace(0, 1, 75)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "Z = - 2 * np.cos(2 * np.pi * X) * np.cos(2 * np.pi * Y) - 0.7 * np.cos(np.pi - 4*np.pi*X)\n", "\n", "c = ax.contour(X, Y, Z, 15, cmap=mpl.cm.RdBu, vmin=-1, vmax=1)\n", "\n", "ax.axis('tight')\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 463, "width": 567 } }, "output_type": "display_data" } ], "source": [ "x = y = np.linspace(-10, 10, 150)\n", "X, Y = np.meshgrid(x, y)\n", "Z = np.cos(X) * np.cos(Y) * np.exp(-(X/5)**2-(Y/5)**2)\n", "\n", "fig, ax = plt.subplots(figsize=(6, 5))\n", "\n", "p = ax.pcolor(X, Y, Z, vmin=-abs(Z).max(), vmax=abs(Z).max(), cmap=mpl.cm.bwr)\n", "\n", "ax.axis('tight')\n", "ax.set_xlabel(r\"$x$\", fontsize=18)\n", "ax.set_ylabel(r\"$y$\", fontsize=18)\n", "ax.xaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "ax.yaxis.set_major_locator(mpl.ticker.MaxNLocator(4))\n", "\n", "cb = fig.colorbar(p, ax=ax)\n", "cb.set_label(r\"$z$\", fontsize=18)\n", "cb.set_ticks([-1, -.5, 0, .5, 1])\n", "\n", "fig.savefig(\"ch4-colormap-pcolor.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3D plots" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "from mpl_toolkits.mplot3d.axes3d import Axes3D" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "x = y = np.linspace(-3, 3, 74)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "R = np.sqrt(X**2 + Y**2)\n", "Z = np.sin(4 * R) / R" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 401, "width": 1337 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(14, 4), subplot_kw={'projection': '3d'})\n", "\n", "def title_and_labels(ax, title):\n", " ax.set_title(title)\n", " ax.set_xlabel(\"$x$\", fontsize=16)\n", " ax.set_ylabel(\"$y$\", fontsize=16)\n", " ax.set_zlabel(\"$z$\", fontsize=16)\n", "\n", "norm = mpl.colors.Normalize(-abs(Z).max(), abs(Z).max())\n", "\n", "p = axes[0].plot_surface(X, Y, Z, rstride=1, cstride=1, linewidth=0, antialiased=False, norm=norm, cmap=mpl.cm.Blues)\n", "cb = fig.colorbar(p, ax=axes[0], shrink=0.6)\n", "title_and_labels(axes[0], \"plot_surface\")\n", "\n", "p = axes[1].plot_wireframe(X, Y, Z, rstride=2, cstride=2, color=\"darkgrey\")\n", "title_and_labels(axes[1], \"plot_wireframe\")\n", "\n", "cset = axes[2].contour(X, Y, Z, zdir='z', offset=0, norm=norm, cmap=mpl.cm.Blues)\n", "cset = axes[2].contour(X, Y, Z, zdir='y', offset=3, norm=norm, cmap=mpl.cm.Blues)\n", "title_and_labels(axes[2], \"contour\")\n", "\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-3d-plots-1.png\", dpi=200)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 401, "width": 1300 } }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(14, 4), subplot_kw={'projection': '3d'})\n", "\n", "def title_and_labels(ax, title):\n", " ax.set_title(title)\n", " ax.set_xlabel(\"$x$\", fontsize=16)\n", " ax.set_ylabel(\"$y$\", fontsize=16)\n", " ax.set_zlabel(\"$z$\", fontsize=16)\n", "\n", "norm = mpl.colors.Normalize(-abs(Z).max(), abs(Z).max())\n", "\n", "r = np.linspace(0, 10, 100)\n", "p = axes[0].plot(np.cos(r), np.sin(r), 6 - r)\n", "#cb = fig.colorbar(p, ax=axes[0], shrink=0.6)\n", "title_and_labels(axes[0], \"plot\")\n", "\n", "p = axes[1].scatter(np.cos(r), np.sin(r), 6 - r)\n", "title_and_labels(axes[1], \"scatter\")\n", "\n", "r = np.linspace(0, 6, 20)\n", "p = axes[2].bar3d(np.cos(r), np.sin(r), 0* np.ones_like(r), 0.05* np.ones_like(r), 0.05 * np.ones_like(r), 6 - r)\n", "title_and_labels(axes[2], \"contour\")\n", "axes[2].text(0, 0, 0, \"label\")\n", "fig.tight_layout()\n", "fig.savefig(\"ch4-3d-plots-2.png\", dpi=200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Versions" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "tags": [] }, "outputs": [], "source": [ "%reload_ext version_information" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "application/json": { "Software versions": [ { "module": "Python", "version": "3.10.12 64bit [Clang 14.0.6 ]" }, { "module": "IPython", "version": "8.12.0" }, { "module": "OS", "version": "macOS 10.15.7 x86_64 i386 64bit" }, { "module": "numpy", "version": "1.22.3" }, { "module": "matplotlib", "version": "3.7.1" } ] }, "text/html": [ "
SoftwareVersion
Python3.10.12 64bit [Clang 14.0.6 ]
IPython8.12.0
OSmacOS 10.15.7 x86\\_64 i386 64bit
numpy1.22.3
matplotlib3.7.1
Sat Nov 02 18:10:21 2024 JST
" ], "text/latex": [ "\\begin{tabular}{|l|l|}\\hline\n", "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", "Python & 3.10.12 64bit [Clang 14.0.6 ] \\\\ \\hline\n", "IPython & 8.12.0 \\\\ \\hline\n", "OS & macOS 10.15.7 x86\\_64 i386 64bit \\\\ \\hline\n", "numpy & 1.22.3 \\\\ \\hline\n", "matplotlib & 3.7.1 \\\\ \\hline\n", "\\hline \\multicolumn{2}{|l|}{Sat Nov 02 18:10:21 2024 JST} \\\\ \\hline\n", "\\end{tabular}\n" ], "text/plain": [ "Software versions\n", "Python 3.10.12 64bit [Clang 14.0.6 ]\n", "IPython 8.12.0\n", "OS macOS 10.15.7 x86_64 i386 64bit\n", "numpy 1.22.3\n", "matplotlib 3.7.1\n", "Sat Nov 02 18:10:21 2024 JST" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%version_information numpy, matplotlib" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }